diff --git a/.github/workflows/benchmarks.yml b/.github/workflows/benchmarks.yml new file mode 100644 index 00000000..7b476c70 --- /dev/null +++ b/.github/workflows/benchmarks.yml @@ -0,0 +1,42 @@ +name: Benchmarks +on: + # TODO remove pull_request once it's consistent. + pull_request: + branches: ["*"] + schedule: + - cron: "0 5 * * WED" + +jobs: + run: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Julia + uses: julia-actions/setup-julia@v2 + - uses: julia-actions/cache@v2 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.13" + cache: "pip" + - name: Setup optimizers + uses: ./.github/actions/setup_optimizers_linux + with: + GUROBI_WLS: ${{ secrets.GUROBI_WLS }} + COPT_LICENSE_KEY: ${{ secrets.COPT_LICENSE_KEY }} + COPT_LICENSE_DAT: ${{ secrets.COPT_LICENSE_DAT }} + CHECK_LICENSE: true + - name: Install dependencies + run: | + pip install -e . + cd benchmarks + pip install -e . + - name: Install Julia packages + run: | + julia --project=benchmarks -e 'using Pkg; Pkg.instantiate()' + - name: Run benchmarks + run: | + cd benchmarks + cp config.testing.yaml config.yaml + snakemake --cores all diff --git a/.vscode/launch.json b/.vscode/launch.json index 04202b32..f5f11416 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -12,6 +12,29 @@ "args": [ "serve" ] + }, + { + "name": "Snakemake", + "type": "debugpy", + "request": "launch", + "module": "snakemake", + "cwd": "${workspaceFolder}/benchmarks", + "args": [ + "--cores", + "all" + ], + }, + { + "name": "Python Debugger: Snakemake", + "type": "debugpy", + "request": "launch", + "module": "snakemake", + "cwd": "${workspaceFolder}/benchmarks", + "args": [ + "--cores", + "1", + "--debug" + ] } ] } \ No newline at end of file diff --git a/benchmarks/.gitignore b/benchmarks/.gitignore new file mode 100644 index 00000000..2e5dab43 --- /dev/null +++ b/benchmarks/.gitignore @@ -0,0 +1,3 @@ +results/** +src/*/input_data/** +!src/*/input_data/final_inputs/** \ No newline at end of file diff --git a/benchmarks/Manifest.toml b/benchmarks/Manifest.toml new file mode 100644 index 00000000..6ed05c20 --- /dev/null +++ b/benchmarks/Manifest.toml @@ -0,0 +1,520 @@ +# This file is machine-generated - editing it directly is not advised + +julia_version = "1.11.7" +manifest_format = "2.0" +project_hash = "ad7b6b35b4c57e032b2713ff8465fb93e53b3f04" + +[[deps.ASL_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "6252039f98492252f9e47c312c8ffda0e3b9e78d" +uuid = "ae81ac8f-d209-56e5-92de-9978fef736f9" +version = "0.1.3+0" + +[[deps.ArgTools]] +uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" +version = "1.1.2" + +[[deps.Artifacts]] +uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" +version = "1.11.0" + +[[deps.Base64]] +uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" +version = "1.11.0" + +[[deps.BenchmarkTools]] +deps = ["Compat", "JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"] +git-tree-sha1 = "e38fbc49a620f5d0b660d7f543db1009fe0f8336" +uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" +version = "1.6.0" + +[[deps.Bzip2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e" +uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0" +version = "1.0.9+0" + +[[deps.CodecBzip2]] +deps = ["Bzip2_jll", "TranscodingStreams"] +git-tree-sha1 = "84990fa864b7f2b4901901ca12736e45ee79068c" +uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd" +version = "0.8.5" + +[[deps.CodecZlib]] +deps = ["TranscodingStreams", "Zlib_jll"] +git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9" +uuid = "944b1d66-785c-5afd-91f1-9de20f533193" +version = "0.7.8" + +[[deps.CommonSubexpressions]] +deps = ["MacroTools"] +git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5" +uuid = "bbf7d656-a473-5ed7-a52c-81e309532950" +version = "0.3.1" + +[[deps.Compat]] +deps = ["TOML", "UUIDs"] +git-tree-sha1 = "3a3dfb30697e96a440e4149c8c51bf32f818c0f3" +uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" +version = "4.17.0" +weakdeps = ["Dates", "LinearAlgebra"] + + [deps.Compat.extensions] + CompatLinearAlgebraExt = "LinearAlgebra" + +[[deps.CompilerSupportLibraries_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" +version = "1.1.1+0" + +[[deps.DataStructures]] +deps = ["Compat", "InteractiveUtils", "OrderedCollections"] +git-tree-sha1 = "4e1fe97fdaed23e9dc21d4d664bea76b65fc50a0" +uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" +version = "0.18.22" + +[[deps.Dates]] +deps = ["Printf"] +uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" +version = "1.11.0" + +[[deps.DiffResults]] +deps = ["StaticArraysCore"] +git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621" +uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5" +version = "1.1.0" + +[[deps.DiffRules]] +deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"] +git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272" +uuid = "b552c78f-8df3-52c6-915a-8e097449b14b" +version = "1.15.1" + +[[deps.DocStringExtensions]] +git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c" +uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" +version = "0.9.5" + +[[deps.Downloads]] +deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] +uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" +version = "1.6.0" + +[[deps.FileWatching]] +uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" +version = "1.11.0" + +[[deps.ForwardDiff]] +deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"] +git-tree-sha1 = "910febccb28d493032495b7009dce7d7f7aee554" +uuid = "f6369f11-7733-5829-9624-2563aa707210" +version = "1.0.1" + + [deps.ForwardDiff.extensions] + ForwardDiffStaticArraysExt = "StaticArrays" + + [deps.ForwardDiff.weakdeps] + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + +[[deps.Gurobi]] +deps = ["Gurobi_jll", "Libdl", "MathOptInterface", "PrecompileTools"] +git-tree-sha1 = "a39349533a3fe9f60cf05e1a56644f804473c46a" +uuid = "2e9cd046-0924-5485-92f1-d5272153d98b" +version = "1.7.5" + +[[deps.Gurobi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "0306382a5f266e08e48ccfd4ea2e05d61155a055" +uuid = "c018c7e6-a5b0-4aea-8f80-9c1ef9991411" +version = "12.0.2" + +[[deps.HiGHS]] +deps = ["HiGHS_jll", "MathOptIIS", "MathOptInterface", "PrecompileTools", "SparseArrays"] +git-tree-sha1 = "3fae2ee8d6ea22009532d5919ff592fcbcab0ad9" +uuid = "87dc4568-4c63-4d18-b0c0-bb2238e4078b" +version = "1.19.0" + +[[deps.HiGHS_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "f56d423e3f583e26ceaef08a15a270b28723c89a" +uuid = "8fd58aa0-07eb-5a78-9b36-339c94fd15ea" +version = "1.11.0+1" + +[[deps.Hwloc_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "XML2_jll", "Xorg_libpciaccess_jll"] +git-tree-sha1 = "3d468106a05408f9f7b6f161d9e7715159af247b" +uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8" +version = "2.12.2+0" + +[[deps.InteractiveUtils]] +deps = ["Markdown"] +uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" +version = "1.11.0" + +[[deps.Ipopt]] +deps = ["Ipopt_jll", "LinearAlgebra", "OpenBLAS32_jll", "PrecompileTools"] +git-tree-sha1 = "ef90a75a3ee8c2b170f6c177d4d003348dd30f67" +uuid = "b6b21f68-93f8-5de0-b562-5493be1d77c9" +version = "1.11.0" +weakdeps = ["MathOptInterface"] + + [deps.Ipopt.extensions] + IpoptMathOptInterfaceExt = "MathOptInterface" + +[[deps.Ipopt_jll]] +deps = ["ASL_jll", "Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "MUMPS_seq_jll", "SPRAL_jll", "libblastrampoline_jll"] +git-tree-sha1 = "b33cbc78b8d4de87d18fcd705054a82e2999dbac" +uuid = "9cc047cb-c261-5740-88fc-0cf96f7bdcc7" +version = "300.1400.1900+0" + +[[deps.IrrationalConstants]] +git-tree-sha1 = "e2222959fbc6c19554dc15174c81bf7bf3aa691c" +uuid = "92d709cd-6900-40b7-9082-c6be49f344b6" +version = "0.2.4" + +[[deps.JLLWrappers]] +deps = ["Artifacts", "Preferences"] +git-tree-sha1 = "a007feb38b422fbdab534406aeca1b86823cb4d6" +uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" +version = "1.7.0" + +[[deps.JSON]] +deps = ["Dates", "Mmap", "Parsers", "Unicode"] +git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a" +uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" +version = "0.21.4" + +[[deps.JSON3]] +deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"] +git-tree-sha1 = "411eccfe8aba0814ffa0fdf4860913ed09c34975" +uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1" +version = "1.14.3" + + [deps.JSON3.extensions] + JSON3ArrowExt = ["ArrowTypes"] + + [deps.JSON3.weakdeps] + ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd" + +[[deps.JuMP]] +deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"] +git-tree-sha1 = "90002c976264d2f571c98cd1d12851f4cba403df" +uuid = "4076af6c-e467-56ae-b986-b466b2749572" +version = "1.26.0" + + [deps.JuMP.extensions] + JuMPDimensionalDataExt = "DimensionalData" + + [deps.JuMP.weakdeps] + DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0" + +[[deps.LibCURL]] +deps = ["LibCURL_jll", "MozillaCACerts_jll"] +uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21" +version = "0.6.4" + +[[deps.LibCURL_jll]] +deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"] +uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0" +version = "8.6.0+0" + +[[deps.LibGit2]] +deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"] +uuid = "76f85450-5226-5b5a-8eaa-529ad045b433" +version = "1.11.0" + +[[deps.LibGit2_jll]] +deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"] +uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5" +version = "1.7.2+0" + +[[deps.LibSSH2_jll]] +deps = ["Artifacts", "Libdl", "MbedTLS_jll"] +uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8" +version = "1.11.0+1" + +[[deps.Libdl]] +uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb" +version = "1.11.0" + +[[deps.Libiconv_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809" +uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531" +version = "1.18.0+0" + +[[deps.LinearAlgebra]] +deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] +uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +version = "1.11.0" + +[[deps.LogExpFunctions]] +deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"] +git-tree-sha1 = "13ca9e2586b89836fd20cccf56e57e2b9ae7f38f" +uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688" +version = "0.3.29" + + [deps.LogExpFunctions.extensions] + LogExpFunctionsChainRulesCoreExt = "ChainRulesCore" + LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables" + LogExpFunctionsInverseFunctionsExt = "InverseFunctions" + + [deps.LogExpFunctions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0" + InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112" + +[[deps.Logging]] +uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" +version = "1.11.0" + +[[deps.METIS_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "2eefa8baa858871ae7770c98c3c2a7e46daba5b4" +uuid = "d00139f3-1899-568f-a2f0-47f597d42d70" +version = "5.1.3+0" + +[[deps.MUMPS_seq_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "METIS_jll", "libblastrampoline_jll"] +git-tree-sha1 = "fc0c8442887b48c15aec2b1787a5fc812a99b2fd" +uuid = "d7ed1dd3-d0ae-5e8e-bfb4-87a502085b8d" +version = "500.800.100+0" + +[[deps.MacroTools]] +git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522" +uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" +version = "0.5.16" + +[[deps.Markdown]] +deps = ["Base64"] +uuid = "d6f4376e-aef5-505a-96c1-9c027394607a" +version = "1.11.0" + +[[deps.MathOptIIS]] +deps = ["MathOptInterface"] +git-tree-sha1 = "31d4a6353ea00603104f11384aa44dd8b7162b28" +uuid = "8c4f8055-bd93-4160-a86b-a0c04941dbff" +version = "0.1.1" + +[[deps.MathOptInterface]] +deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test"] +git-tree-sha1 = "1251fce78b907fe415a2f680291b67cf51360d2a" +uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee" +version = "1.42.0" + +[[deps.MbedTLS_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1" +version = "2.28.6+0" + +[[deps.Mmap]] +uuid = "a63ad114-7e13-5084-954f-fe012c677804" +version = "1.11.0" + +[[deps.MozillaCACerts_jll]] +uuid = "14a3606d-f60d-562e-9121-12d972cd8159" +version = "2023.12.12" + +[[deps.MutableArithmetics]] +deps = ["LinearAlgebra", "SparseArrays", "Test"] +git-tree-sha1 = "491bdcdc943fcbc4c005900d7463c9f216aabf4c" +uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0" +version = "1.6.4" + +[[deps.NaNMath]] +deps = ["OpenLibm_jll"] +git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae" +uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" +version = "1.1.3" + +[[deps.NetworkOptions]] +uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" +version = "1.2.0" + +[[deps.OpenBLAS32_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "ece4587683695fe4c5f20e990da0ed7e83c351e7" +uuid = "656ef2d0-ae68-5445-9ca0-591084a874a2" +version = "0.3.29+0" + +[[deps.OpenBLAS_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] +uuid = "4536629a-c528-5b80-bd46-f80d51c5b363" +version = "0.3.27+1" + +[[deps.OpenLibm_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "05823500-19ac-5b8b-9628-191a04bc5112" +version = "0.8.5+0" + +[[deps.OpenSpecFun_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1346c9208249809840c91b26703912dff463d335" +uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e" +version = "0.5.6+0" + +[[deps.OrderedCollections]] +git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee" +uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" +version = "1.8.1" + +[[deps.Parsers]] +deps = ["Dates", "PrecompileTools", "UUIDs"] +git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810" +uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" +version = "2.8.3" + +[[deps.Pkg]] +deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"] +uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f" +version = "1.11.0" + + [deps.Pkg.extensions] + REPLExt = "REPL" + + [deps.Pkg.weakdeps] + REPL = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" + +[[deps.PrecompileTools]] +deps = ["Preferences"] +git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f" +uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a" +version = "1.2.1" + +[[deps.Preferences]] +deps = ["TOML"] +git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6" +uuid = "21216c6a-2e73-6563-6e65-726566657250" +version = "1.4.3" + +[[deps.Printf]] +deps = ["Unicode"] +uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7" +version = "1.11.0" + +[[deps.Profile]] +uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79" +version = "1.11.0" + +[[deps.Random]] +deps = ["SHA"] +uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" +version = "1.11.0" + +[[deps.SHA]] +uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" +version = "0.7.0" + +[[deps.SPRAL_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "Libdl", "METIS_jll", "libblastrampoline_jll"] +git-tree-sha1 = "4f9833187a65ead66ed1907b44d5f20606282e3f" +uuid = "319450e9-13b8-58e8-aa9f-8fd1420848ab" +version = "2025.5.20+0" + +[[deps.Serialization]] +uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b" +version = "1.11.0" + +[[deps.SparseArrays]] +deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] +uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" +version = "1.11.0" + +[[deps.SpecialFunctions]] +deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"] +git-tree-sha1 = "41852b8679f78c8d8961eeadc8f62cef861a52e3" +uuid = "276daf66-3868-5448-9aa4-cd146d93841b" +version = "2.5.1" + + [deps.SpecialFunctions.extensions] + SpecialFunctionsChainRulesCoreExt = "ChainRulesCore" + + [deps.SpecialFunctions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + +[[deps.StaticArraysCore]] +git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682" +uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" +version = "1.4.3" + +[[deps.Statistics]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0" +uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +version = "1.11.1" +weakdeps = ["SparseArrays"] + + [deps.Statistics.extensions] + SparseArraysExt = ["SparseArrays"] + +[[deps.StructTypes]] +deps = ["Dates", "UUIDs"] +git-tree-sha1 = "159331b30e94d7b11379037feeb9b690950cace8" +uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4" +version = "1.11.0" + +[[deps.SuiteSparse_jll]] +deps = ["Artifacts", "Libdl", "libblastrampoline_jll"] +uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c" +version = "7.7.0+0" + +[[deps.TOML]] +deps = ["Dates"] +uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" +version = "1.0.3" + +[[deps.Tar]] +deps = ["ArgTools", "SHA"] +uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" +version = "1.10.0" + +[[deps.Test]] +deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] +uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" +version = "1.11.0" + +[[deps.TranscodingStreams]] +git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742" +uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa" +version = "0.11.3" + +[[deps.UUIDs]] +deps = ["Random", "SHA"] +uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4" +version = "1.11.0" + +[[deps.Unicode]] +uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" +version = "1.11.0" + +[[deps.XML2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"] +git-tree-sha1 = "80d3930c6347cfce7ccf96bd3bafdf079d9c0390" +uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a" +version = "2.13.9+0" + +[[deps.Xorg_libpciaccess_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "4909eb8f1cbf6bd4b1c30dd18b2ead9019ef2fad" +uuid = "a65dc6b1-eb27-53a1-bb3e-dea574b5389e" +version = "0.18.1+0" + +[[deps.Zlib_jll]] +deps = ["Libdl"] +uuid = "83775a58-1f1d-513f-b197-d71354ab007a" +version = "1.2.13+1" + +[[deps.libblastrampoline_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" +version = "5.11.0+0" + +[[deps.nghttp2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" +version = "1.59.0+0" + +[[deps.p7zip_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" +version = "17.4.0+2" diff --git a/benchmarks/Project.toml b/benchmarks/Project.toml new file mode 100644 index 00000000..3728e15f --- /dev/null +++ b/benchmarks/Project.toml @@ -0,0 +1,5 @@ +[deps] +Gurobi = "2e9cd046-0924-5485-92f1-d5272153d98b" +HiGHS = "87dc4568-4c63-4d18-b0c0-bb2238e4078b" +Ipopt = "b6b21f68-93f8-5de0-b562-5493be1d77c9" +JuMP = "4076af6c-e467-56ae-b986-b466b2749572" diff --git a/benchmarks/README.md b/benchmarks/README.md new file mode 100644 index 00000000..7ec04b26 --- /dev/null +++ b/benchmarks/README.md @@ -0,0 +1,26 @@ +# Pyoframe benchmarks + +This folder contains the code and instructions needed to benchmark Pyoframe's performance to other libraries. For benchmarking, we use [`snakemake`](https://snakemake.github.io/) to produce the inputs and run the benchmarks. + +## How to run the benchmarks + +1. First install pyoframe: `pip install --editable .` +1. `cd benchmarks` +2. `pip install --editable .` +3. If running the JuMP benchmark: + a. Install Julia: `curl -fsSL https://install.julialang.org | sh` + b. Install the Julia dependencies: `julia --project=. -e 'using Pkg; Pkg.instantiate()'` +4. Edit `config.yaml` to your liking (e.g. specify the problems and libraries to benchmark). +5. Run `snakemake --cores 'all'`. This will run all the benchmarks and take a while. +6. View the plotted results in, for example, `facility_problem/results/benchmark_results.png` + +### Running energy planning benchmark + +You'll need to complete the following additional steps. +1. Install the dependencies for [`scikit-sparse`](https://github.com/scikit-sparse/scikit-sparse), typically `sudo apt-get install libsuitesparse-dev` +2. `pip install --editable .[energy-planning] + + +## Running energy model benchmark locally + +1. Download the California Test System data. Specifically, place the [load data](https://drive.google.com/file/d/1Sz8st7g4Us6oijy1UYMPUvkA1XeZlIr8/view?usp=drive_link), [generation data](https://drive.google.com/file/d/1CxLlcwAEUy-JvJQdAfVydJ1p9Ecot-4d/view?usp=drive_link), and [line data](https://github.com/staadecker/CATS-CaliforniaTestSystem/blob/master/GIS/CATS_lines.json) in the `/benchmarks/energy_planning/data`. \ No newline at end of file diff --git a/benchmarks/Snakefile b/benchmarks/Snakefile new file mode 100644 index 00000000..7f35671a --- /dev/null +++ b/benchmarks/Snakefile @@ -0,0 +1,39 @@ +import time +import importlib +import itertools +import os +import subprocess +from snakemake.utils import available_cpu_count + +configfile: "config.yaml" + +include: "src/energy_planning/build_dataset.smk" + +wildcard_constraints: + problem="[a-z_]+", + library="[a-z]+", + solver="[a-z]+", + size="\d+" + +rule all: + input: + expand("results/{problem}/combined_results.png", problem=config["problems"]) + +rule profile: + threads: available_cpu_count() + output: + "results/{problem}/{library}_{solver}_{size}.prof" + shell: + # --native doesn't work for rust calls back to Python wh + "py-spy record --native -s -t -f speedscope --rate 20 -o results/{wildcards.problem}/{wildcards.library}_{wildcards.solver}_{wildcards.size}.prof -- python src/benchmark_utils/run_benchmark.py {wildcards.problem} --library {wildcards.library} --solver {wildcards.solver} --size {wildcards.size}" + +rule mem_profile: + threads: available_cpu_count() + output: + "results/{problem}/{library}_{solver}_{size}_memray.html" + shell: + """ + memray run --trace-python-allocators --follow-fork --native --aggregate -o results/{wildcards.problem}/{wildcards.library}_{wildcards.solver}_{wildcards.size}_memray.bin src/benchmark_utils/run_benchmark.py {wildcards.problem} --library {wildcards.library} --solver {wildcards.solver} --size {wildcards.size} + memray flamegraph -o results/{wildcards.problem}/{wildcards.library}_{wildcards.solver}_{wildcards.size}_memray.html results/{wildcards.problem}/{wildcards.library}_{wildcards.solver}_{wildcards.size}_memray.bin + """ + diff --git a/benchmarks/config.testing.yaml b/benchmarks/config.testing.yaml new file mode 100644 index 00000000..d1ea90a0 --- /dev/null +++ b/benchmarks/config.testing.yaml @@ -0,0 +1,24 @@ +repeat: 1 # TODO repeat +timeout: 0.5 # seconds, per run +problems: + facility_location: + size: [2, 4, 8, 16, 32, 64, 128, 256, 512] + energy_planning: + requires_inputs: true + size: [2, 4, 24, 168, 730, 8670] + dummy_model: + size: [2, 100, 200, 300, 400, 500, 1000, 2000] + +solvers: + - gurobi + # - highs + # - mosek + +libraries: + - pyoframe + - pyomo + - cvxpy + - gurobipy + - jump + - linopy + - pyoptinterface diff --git a/benchmarks/config.yaml b/benchmarks/config.yaml new file mode 100644 index 00000000..e184ac12 --- /dev/null +++ b/benchmarks/config.yaml @@ -0,0 +1,26 @@ +repeat: 1 # TODO repeat +timeout: 600 # seconds, per run +problems: + create_variable: + size: [100, 1000, 10000, 100000, 1000000, 10000000, 100000000] + facility_location: + size: [2, 4, 8, 16, 32, 64, 128, 256, 512] + # energy_planning: + # requires_inputs: true + # size: [2, 4, 24, 168, 730, 8670] + dummy_model: + size: [2, 100, 200, 300, 400, 500, 1000, 2000] + +solvers: + - gurobi + # - highs + # - mosek + +libraries: + - pyoframe + - pyomo + - cvxpy + - gurobipy + - jump + - linopy + - pyoptinterface diff --git a/benchmarks/plot.py b/benchmarks/plot.py new file mode 100644 index 00000000..37b0fb9a --- /dev/null +++ b/benchmarks/plot.py @@ -0,0 +1,164 @@ +"""Produces plots from benchmark results.""" + +import importlib +import math +import os +from pathlib import Path + +import altair as alt +import polars as pl +import yaml + +CWD = Path(__file__).parent +BENCHMARKS_DB = CWD / "results" / "benchmark_results.csv" + +with open(CWD / "config.yaml") as f: + config = yaml.safe_load(f) + + +def get_latest_data(): + df = pl.read_csv(BENCHMARKS_DB) + df = df.filter(pl.col("error").is_null()) + df = df.group_by(["problem", "library", "solver", "size"]).agg(pl.col("*").last()) + df = df.with_columns((pl.col("time_s") / 60).alias("time_min")) + + return df + + +def normalize_results(results: pl.DataFrame): + join_cols = ["size", "solver", "library"] + + pyoframe_results = results.filter(pl.col("library") == "pyoframe").drop("library") + assert pyoframe_results.height > 0, ( + "Cannot normalize results: no pyoframe data found" + ) + results = results.join( + pyoframe_results, + on=["size", "solver"], + ) + + results = results.select( + *( + join_cols + + [ + pl.col(c) / pl.col(f"{c}_right") + for c in ["time_s", "memory_uss_mb", "time_min"] + ] + ) + ) + + return results + + +def plot(results: pl.DataFrame, output, problem, log_y=True, normalized=False): + assert results.height > 0, "No results to plot" + + scale = "log" if log_y else "linear" + x_label = "Number of variables" + + results = results.with_columns( + pl.when(pl.col("library") == "pyoframe") + .then(pl.lit("_pyoframe_")) + .otherwise(pl.col("library")) + .alias("library") + ) + + combined_plot = None + for solver in results.get_column("solver").unique(): + solver_results = results.filter(pl.col("solver") == solver) + + tick_values = [ + 10**i for i in range(int(math.ceil(math.log10(results["size"].max()))) + 1) + ] + x_axis = alt.Axis(values=tick_values, format="e") + y_axis_time = y_axis_mem = alt.Undefined + if log_y: + max_time = solver_results["time_min"].max() + max_mem = solver_results["memory_uss_mb"].max() + + time_ticks = [ + 10**i for i in range(-2, int(math.ceil(math.log10(max_time))) + 1) + ] + y_axis_time = alt.Axis(values=time_ticks) + mem_ticks = [10**i for i in range(int(math.ceil(math.log10(max_mem))) + 1)] + y_axis_mem = alt.Axis(values=mem_ticks) + + left_plot = ( + alt.Chart(solver_results) + .mark_line(point=True) + .encode( + x=alt.X( + "size", + scale=alt.Scale(type="log"), + title=x_label, + axis=x_axis, + ), + y=alt.Y( + "time_min", + scale=alt.Scale(type=scale), + title="Time / Pyoframe time" if normalized else "Time (min)", + axis=y_axis_time, + ), + color="library", + ) + .properties(title="Time to construct") + ) + + right_plot = ( + alt.Chart(solver_results) + .mark_line(point=True) + .encode( + x=alt.X( + "size", scale=alt.Scale(type="log"), title=x_label, axis=x_axis + ), + y=alt.Y( + "memory_uss_mb", + scale=alt.Scale(type=scale), + title="Memory / Pyoframe memory" + if normalized + else "Peak memory usage (USS, MB)", + axis=y_axis_mem, + ), + color="library", + ) + .properties(title="Peak memory usage") + ) + + if combined_plot is None: + combined_plot = left_plot | right_plot + else: + combined_plot &= left_plot | right_plot + combined_plot.save(output) + + +if __name__ == "__main__": + df = get_latest_data() + for problem in config["problems"]: + problem_df = df.filter(pl.col("problem") == problem) + if problem_df.height == 0: + continue + + if not os.path.exists(CWD / "results" / problem): + os.makedirs(CWD / "results" / problem) + + problem_lib = importlib.import_module(problem) + problem_lib_mapper = None + try: + problem_lib_mapper = problem_lib.size_to_num_variables + except AttributeError: + pass + + if problem_lib_mapper is not None: + problem_df = problem_df.with_columns( + problem_lib_mapper("size").alias("size") + ) + + plot(problem_df, CWD / "results" / problem / "combined_results.png", problem) + normalized_df = normalize_results(problem_df) + plot( + normalized_df, + CWD / "results" / problem / "normalized_results.png", + problem, + log_y=False, + normalized=True, + ) diff --git a/benchmarks/pyproject.toml b/benchmarks/pyproject.toml new file mode 100644 index 00000000..2afd1a6a --- /dev/null +++ b/benchmarks/pyproject.toml @@ -0,0 +1,33 @@ +[build-system] +requires = ["setuptools>=61.0"] +build-backend = "setuptools.build_meta" + +[project] +name = "pyoframe-benchmarks" +version = "0.0.0" +dependencies = [ + # solvers + "pyomo==6.9.2", + "linopy==0.5.5", + "pyoptinterface==0.5.0", + "cvxpy[GUROBI,MOSEK]==1.7.1", + # tools + "snakemake==9.6.0", + "gdown==5.2.0", # To download data from Google Drive + "papermill==2.6.0", # To run notebooks + "altair==5.5.0", # For plotting in notebooks + "xarray==2025.7.1", + "numpy==2.3.1", + "vl-convert-python==1.8.0", # For saving plots in altair + "snakeviz==2.2.2", # For viewing profiling results + "memray==1.17.2", # For memory profiling + "pytest==8.4.1", +] + +[project.optional-dependencies] +energy-planning = [ + "scikit-sparse==0.4.16", + "scipy==1.16.0", + "nbformat==5.10.4", + "nbconvert==7.16.6", +] diff --git a/benchmarks/run.py b/benchmarks/run.py new file mode 100644 index 00000000..967756bc --- /dev/null +++ b/benchmarks/run.py @@ -0,0 +1,211 @@ +"""Script to run the benchmarks specified in config.yaml. + +Saves results to results/benchmark_results.csv. +""" + +import itertools +import os +import queue +import signal +import subprocess +import threading +import time +from pathlib import Path + +import polars as pl +import psutil +import yaml + +MAX_POLL_RATE = 0.1 # seconds +MIN_POLL_RATE = 1 # seconds +MIN_TO_MAX_TRANSITION = 30 + + +DATE = time.strftime("%Y/%m/%d__%H:%M:%S") + +CWD = Path(__file__).parent +BENCHMARK_RESULTS = CWD / "results/benchmark_results.csv" + + +def run_all_benchmarks(): + with open(CWD / "config.yaml") as f: + config = yaml.safe_load(f) + + if not os.path.exists(BENCHMARK_RESULTS): + if not os.path.exists(BENCHMARK_RESULTS.parent): + os.makedirs(BENCHMARK_RESULTS.parent) + with open(BENCHMARK_RESULTS, "w") as f: + f.write("date,problem,library,solver,size,time_s,memory_uss_mb,error\n") + + df = pl.read_csv(BENCHMARK_RESULTS).cast({"size": pl.Int64, "time_s": pl.Float64}) + + problems = config["problems"] + + for problem, solver, library in itertools.product( + problems, config["solvers"], config["libraries"] + ): + requires_inputs = config["problems"][problem].get("requires_inputs", False) + if requires_inputs: + pass # TODO run snakemake setup + + ext = "jl" if library == "jump" else "py" + if not os.path.exists(CWD / f"src/{problem}/bm_{library}.{ext}"): + continue + for size in sorted(problems[problem]["size"]): + prior_results = df.filter( + (pl.col("problem") == problem) + & (pl.col("library") == library) + & (pl.col("solver") == solver) + & (pl.col("size") == size) + ) + if prior_results.height > 0: + if prior_results.filter(pl.col("error").is_null()).height > 0: + continue + + prior_timeouts = prior_results.filter(pl.col("error") == "TIMEOUT") + if ( + prior_timeouts.height > 0 + and prior_timeouts["time_s"].max() >= config["timeout"] + ): + break + + error = False + for _ in range(config["repeat"]): + error = run_benchmark( + problem, + library, + solver, + size, + timeout=config["timeout"], + input_dir=CWD / "src" / problem / "input_dir" + if requires_inputs + else None, + ) + if error: + break + if error: + break + + +def run_benchmark( + problem, library, solver, size: int, timeout: int | None = None, input_dir=None +): + def append_result(time, memory, error=""): + time = round(time, 3) + with open(BENCHMARK_RESULTS, "a") as f: + f.write( + f"{DATE},{problem},{library},{solver},{size},{time},{memory},{error}\n" + ) + + if input_dir is not None: + input_dir = f"'{input_dir}'" + + using_julia = library == "jump" + + if not using_julia: + cmd = [ + "python", + "-c", + f"from {problem}.bm_{library} import Bench; Bench(solver='{solver}', size={size}, input_dir={input_dir}).run()", + ] + else: + cmd = [ + "julia", + f"--project={CWD}", + CWD / f"src/{problem}/bm_jump.jl", + solver, + str(size), + ] + + t1 = time.time() + + max_memory_queue = queue.Queue() + + print(f"Running {problem} (n={size}) via {library} using {solver}...") + + with subprocess.Popen(cmd, preexec_fn=os.setsid) as proc: + memory_thread = threading.Thread( + target=monitor_memory, args=(proc.pid, max_memory_queue) + ) + memory_thread.daemon = True + memory_thread.start() + + try: + return_code = proc.wait(timeout=timeout) + t2 = time.time() + + except subprocess.TimeoutExpired: + kill_process(proc, using_julia) + append_result(timeout, "", error="TIMEOUT") + return True + except KeyboardInterrupt as e: + kill_process(proc, using_julia) + raise e + + max_memory_used = max_memory_queue.get(timeout=10) + + if return_code != 0: + append_result(t2 - t1, "", error="ERROR") + return True + + if max_memory_used is None: + append_result(t2 - t1, "") + else: + append_result(t2 - t1, round(max_memory_used, 3)) + + return False + + +def monitor_memory(pid, result_queue): + ps_proc = psutil.Process(pid) + + max_memory_used = 0 + scans = 0 + + keep_checking = True + + while keep_checking: + # This setup allows us to get memory one last time after process ends + if not ps_proc.is_running(): + keep_checking = False + + # We use USS (Unique Set Size) to measure memory usage because it works + # across OSes and represents the memory freed if the process were to end + # in my opinion is a good metric. + # https://psutil.readthedocs.io/en/latest/index.html#psutil.Process.memory_full_info + try: + memory_used = ps_proc.memory_full_info().uss + except psutil.NoSuchProcess: + assert ps_proc.is_running() is not None, "Process disappeared unexpectedly" + break + + for child in ps_proc.children(recursive=True): + try: + memory_used += child.memory_full_info().uss + except psutil.NoSuchProcess: + continue + + max_memory_used = max(max_memory_used, memory_used) + scans += 1 + + if scans * MAX_POLL_RATE >= MIN_TO_MAX_TRANSITION: + time.sleep(MIN_POLL_RATE) + else: + time.sleep(MAX_POLL_RATE) + + result_queue.put(max_memory_used / (1024 * 1024) if scans > 0 else None) + + +def kill_process(proc, using_julia, timeout=2): + if using_julia: + proc.kill() + else: + os.killpg(os.getpgid(proc.pid), signal.SIGTERM) + try: + proc.wait(timeout=timeout) + except subprocess.TimeoutExpired: + proc.kill() + + +if __name__ == "__main__": + run_all_benchmarks() diff --git a/benchmarks/src/benchmark_utils/__init__.py b/benchmarks/src/benchmark_utils/__init__.py new file mode 100644 index 00000000..b38e8bbd --- /dev/null +++ b/benchmarks/src/benchmark_utils/__init__.py @@ -0,0 +1,293 @@ +"""Contains the base classes used for benchmarking. + +Note that this contributes to every benchmark so we try to keep the imports mostly clear. +""" + +from __future__ import annotations + +from abc import ABC, abstractmethod +from pathlib import Path +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + import cvxpy as cp + + +class Benchmark(ABC): + def __init__(self, solver, size=None, block_solver=True, input_dir=None): + self.solver = solver + self.size = size + self.block_solver = block_solver + self.input_dir = Path(input_dir) if input_dir else None + + @abstractmethod + def build(self): ... + + @abstractmethod + def solve(self, model): ... + + def get_objective(self) -> float: + assert not self.block_solver, ( + "Cannot get objective value when block_solver is True." + ) + return self._get_objective() + + @abstractmethod + def _get_objective(self) -> float: ... + + def run(self): + self.model = self.build() + self.model = self.solve(self.model) + return self.model + + +class PyoframeBenchmark(Benchmark): + def __init__(self, *args, use_var_names=False, **kwargs): + super().__init__(*args, **kwargs) + self.use_var_names = use_var_names + + if self.block_solver: + # Slightly improves performance + # The bottleneck is still the underlying library + import pyoframe as pf + + pf.Config.maintain_order = False + pf.Config.disable_unmatched_checks = True + + def solve(self, model): + if self.block_solver: + model.attr.TimeLimitSec = 0 + model.attr.Silent = 0 + model.optimize() + return model + + def _get_objective(self) -> float: + return self.model.objective.value + + +class PyomoBenchmark(Benchmark): + def solve(self, model): + from pyomo.opt import SolverFactory + + opt = SolverFactory(self.solver) + if self.block_solver: + opt.options["timelimit"] = 0.0 + opt.options["presolve"] = False + try: + if self.solver == "gurobi_persistent": + opt.set_instance(model) + opt.solve(tee=True) + else: + opt.solve(model, tee=True) + except ValueError as e: + if self.block_solver and "bad status: aborted" in str(e): + pass + else: + raise e + return model + + def _get_objective(self) -> float: + from pyomo.environ import value + + return value(self.model.obj) + + +class GurobiPyBenchmark(Benchmark): + def solve(self, model): + if self.block_solver: + model.setParam("OutputFlag", 0) + model.setParam("TimeLimit", 0.0) + model.setParam("Presolve", 0) + model.optimize() + return model + + def _get_objective(self) -> float: + return self.model.getObjective().getValue() + + +class PyOptInterfaceBenchmark(Benchmark): + def solve(self, model): + import pyoptinterface as poi + + if self.block_solver: + model.set_model_attribute(poi.ModelAttribute.Silent, True) + model.set_model_attribute(poi.ModelAttribute.TimeLimitSec, 0.0) + solver_name = model.get_model_attribute(poi.ModelAttribute.SolverName) + if solver_name.lower() == "gurobi": + model.set_raw_parameter("Presolve", 0) + elif solver_name.lower() == "copt": + model.set_raw_parameter("Presolve", 1) + model.optimize() + return model + + def create_model(self): + from pyoptinterface import copt, gurobi, highs, mosek + + model_constructor = { + "gurobi": gurobi.Model, + "copt": copt.Model, + "highs": highs.Model, + "mosek": mosek.Model, + }.get(self.solver, None) + if model_constructor is None: + raise ValueError(f"Unknown solver {self.solver}") + + return model_constructor() + + def _get_objective(self) -> float: + import pyoptinterface as poi + + return self.model.get_model_attribute(poi.ModelAttribute.ObjectiveValue) + + +class LinopyBenchmark(Benchmark): + def solve(self, model): + kwargs = {} + + if self.block_solver: + kwargs["OutputFlag"] = 0 + kwargs["TimeLimit"] = 0.0 + kwargs["Presolve"] = 0 + + try: + model.solve(self.solver, **kwargs) + except Exception as e: + if self.block_solver: + pass + else: + raise e + return model + + def _get_objective(self) -> float: + return self.model.objective.value + + +class CvxpyBenchmark(Benchmark): + def solve(self, model: cp.Problem): + kwargs = {} + + if self.block_solver: + kwargs["OutputFlag"] = 0 + kwargs["TimeLimit"] = 0.0 + kwargs["Presolve"] = 0 + + model.solve(self.solver, **kwargs) + return model + + def _get_objective(self) -> float: + return self.model.objective.value + + +def mock_snakemake(rulename, **wildcards): + """Returns a snakemake object to substitute the one available when running from snakemake. + + `mock_snakemake` is inspired from PyPSA-Eur (MIT license, see https://github.com/PyPSA/pypsa-eur/blob/master/scripts/_helpers.py#L476) + + This function is expected to be executed from the 'scripts'-directory of ' + the snakemake project. It returns a snakemake.script.Snakemake object, + based on the Snakefile. + + If a rule has wildcards, you have to specify them in **wildcards. + + **wildcards: + keyword arguments fixing the wildcards. Only necessary if wildcards are + needed. + + Parameters + ---------- + rulename: str + name of the rule for which the snakemake object should be generated + """ + import os + + import snakemake as sm + from snakemake.api import Workflow + from snakemake.common import SNAKEFILE_CHOICES + from snakemake.script import Snakemake + from snakemake.settings.types import ( + ConfigSettings, + DAGSettings, + ResourceSettings, + StorageSettings, + WorkflowSettings, + ) + + script_dir = Path(__file__).parent.resolve() + root_dir = script_dir.parent.parent + current_dir = os.getcwd() + os.chdir(root_dir) + + try: + for p in SNAKEFILE_CHOICES: + p = root_dir / p + if os.path.exists(p): + snakefile = p + break + else: + raise FileNotFoundError( + f"Could not find a Snakefile in {root_dir} or its subdirectories." + ) + workflow = Workflow( + ConfigSettings(), + ResourceSettings(), + WorkflowSettings(), + StorageSettings(), + DAGSettings(rerun_triggers=[]), + storage_provider_settings=dict(), + ) + workflow.include(snakefile) + workflow.global_resources = {} + rule = workflow.get_rule(rulename) + dag = sm.dag.DAG(workflow, rules=[rule]) + job = sm.jobs.Job(rule, dag, wildcards) + + def make_accessable(*ios): + for io in ios: + for i, _ in enumerate(io): + io[i] = os.path.abspath(io[i]) + + make_accessable(job.input, job.output, job.log) + snakemake = Snakemake( + job.input, + job.output, + job.params, + job.wildcards, + job.threads, + job.resources, + job.log, + job.dag.workflow.config, + job.rule.name, + None, + ) + # create log and output dir if not existent + for path in list(snakemake.log) + list(snakemake.output): + Path(path).parent.mkdir(parents=True, exist_ok=True) + finally: + os.chdir(current_dir) + + snakemake.mock = True + return snakemake + + +def run_notebook( + notebook_path: Path, + working_directory: Path, + debug: bool = False, + first_cell: str | None = None, +): + """Runs a Jupyter notebook.""" + import nbformat + from nbconvert.preprocessors import ExecutePreprocessor + + with open(notebook_path) as f: + nb = nbformat.read(f, as_version=4) + if first_cell is not None: + injected_cell = nbformat.v4.new_code_cell(source=first_cell) + + nb["cells"] = [injected_cell] + nb["cells"] + ep = ExecutePreprocessor(timeout=600, kernel_name="python3") + ep.preprocess(nb, {"metadata": {"path": working_directory}}) + + if debug: + with open(notebook_path.parent / ".debug.ipynb", "w") as f: + nbformat.write(nb, f) diff --git a/benchmarks/src/create_variable/bm_cvxpy.py b/benchmarks/src/create_variable/bm_cvxpy.py new file mode 100644 index 00000000..b43d67f9 --- /dev/null +++ b/benchmarks/src/create_variable/bm_cvxpy.py @@ -0,0 +1,16 @@ +"""Cvxpy implementation of the facility location benchmark. + +Note: we must use the SOC constraint because CVXPY does not support convex <= convex constraints. +See: https://www.cvxpy.org/tutorial/dcp/index.html#dcp-problems +""" + +import cvxpy +from benchmark_utils import CvxpyBenchmark + + +class Bench(CvxpyBenchmark): + def build(self): + N = self.size + x = cvxpy.Variable((N,), pos=True) + objective = cvxpy.Minimize(cvxpy.sum(x)) + return cvxpy.Problem(objective) diff --git a/benchmarks/src/create_variable/bm_gurobipy.py b/benchmarks/src/create_variable/bm_gurobipy.py new file mode 100644 index 00000000..d423b8b4 --- /dev/null +++ b/benchmarks/src/create_variable/bm_gurobipy.py @@ -0,0 +1,26 @@ +"""GurobiPy implementation of the facility location benchmark. + +Copyright (c) 2023: Yue Yang + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +""" + +from benchmark_utils import GurobiPyBenchmark +from gurobipy import GRB, Model, quicksum + + +class Bench(GurobiPyBenchmark): + def build(self): + N = self.size + + m = Model() + + x = m.addVars(range(N)) + + m.setObjective( + quicksum(x[i] for i in range(N)), + GRB.MINIMIZE, + ) + + return m diff --git a/benchmarks/src/create_variable/bm_jump.jl b/benchmarks/src/create_variable/bm_jump.jl new file mode 100644 index 00000000..f8191da4 --- /dev/null +++ b/benchmarks/src/create_variable/bm_jump.jl @@ -0,0 +1,26 @@ +using JuMP + +if ARGS[1] == "gurobi" + import Gurobi + + # direct_model is faster and more memory efficient (according to tests on July 13, 2025). + # We use it to make a fair comparison with the other models. + model = direct_model(Gurobi.Optimizer()) +elseif ARGS[1] == "highs" + import HiGHS + model = Model(HiGHS.Optimizer) +elseif ARGS[1] == "ipopt" + import Ipopt + model = Model(Ipopt.Optimizer) +end + +N = parse(Int, ARGS[2]) + +set_time_limit_sec(model, 0.0) +set_optimizer_attribute(model, "Presolve", 0) + +@variables(model, begin + x[1:N] +end) +@objective(model, Min, sum(x)) +optimize!(model) diff --git a/benchmarks/src/create_variable/bm_linopy.py b/benchmarks/src/create_variable/bm_linopy.py new file mode 100644 index 00000000..e362ccce --- /dev/null +++ b/benchmarks/src/create_variable/bm_linopy.py @@ -0,0 +1,14 @@ +"""Linopy dummy benchmark.""" + +import linopy +from benchmark_utils import LinopyBenchmark +from numpy import arange + + +class Bench(LinopyBenchmark): + def build(self): + N = self.size + m = linopy.Model() + x = m.add_variables(coords=[arange(N)]) + m.add_objective(x.sum()) + return m diff --git a/benchmarks/src/create_variable/bm_pyoframe.py b/benchmarks/src/create_variable/bm_pyoframe.py new file mode 100644 index 00000000..3298733d --- /dev/null +++ b/benchmarks/src/create_variable/bm_pyoframe.py @@ -0,0 +1,18 @@ +"""Pyoframe implementation of the facility location benchmark.""" + +from benchmark_utils import PyoframeBenchmark + +from pyoframe import Model, Set, Variable + + +class Bench(PyoframeBenchmark): + def build(self): + N = self.size + m = Model() + m.x = Variable(Set(i=range(N))) + m.minimize = m.x.sum() + return m + + +if __name__ == "__main__": + Bench("gurobi", 5).run() diff --git a/benchmarks/src/create_variable/bm_pyomo.py b/benchmarks/src/create_variable/bm_pyomo.py new file mode 100644 index 00000000..bff59dd5 --- /dev/null +++ b/benchmarks/src/create_variable/bm_pyomo.py @@ -0,0 +1,26 @@ +"""Pyomo implementation of the facility location benchmark. + +Copyright (c) 2022: Miles Lubin and contributors + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +See https://github.com/jump-dev/JuMPPaperBenchmarks +""" + +import pyomo.environ as pyo +from benchmark_utils import PyomoBenchmark + + +class Bench(PyomoBenchmark): + def build(self): + N = self.size + + model = pyo.ConcreteModel() + model.axis = pyo.RangeSet(1, N) + model.x = pyo.Var(model.axis) + model.obj = pyo.Objective( + expr=lambda m: sum(m.x[i] for i in m.axis), + sense=pyo.minimize, + ) + + return model diff --git a/benchmarks/src/create_variable/bm_pyoptinterface.py b/benchmarks/src/create_variable/bm_pyoptinterface.py new file mode 100644 index 00000000..07476a93 --- /dev/null +++ b/benchmarks/src/create_variable/bm_pyoptinterface.py @@ -0,0 +1,15 @@ +"""Pyoptinterface dummy benchmark.""" + +import pyoptinterface as poi +from benchmark_utils import PyOptInterfaceBenchmark + + +class Bench(PyOptInterfaceBenchmark): + def build(self): + N = self.size + m = self.create_model() + x = m.add_variables(range(N)) + expr = poi.ExprBuilder() + poi.quicksum_(expr, x) + m.set_objective(expr) + return m diff --git a/benchmarks/src/dummy_model/bm_cvxpy.py b/benchmarks/src/dummy_model/bm_cvxpy.py new file mode 100644 index 00000000..19a65375 --- /dev/null +++ b/benchmarks/src/dummy_model/bm_cvxpy.py @@ -0,0 +1,22 @@ +"""Cvxpy implementation of the facility location benchmark. + +Note: we must use the SOC constraint because CVXPY does not support convex <= convex constraints. +See: https://www.cvxpy.org/tutorial/dcp/index.html#dcp-problems +""" + +import cvxpy +import numpy as np +from benchmark_utils import CvxpyBenchmark + + +class Bench(CvxpyBenchmark): + def build(self): + N = self.size + x = cvxpy.Variable((N, N)) + y = cvxpy.Variable((N, N)) + constraints = [] + for i in range(N): + constraints.append(x[:, i] - y[:, i] >= np.arange(N)) + constraints.append(x + y >= 0) + objective = cvxpy.Minimize(2 * cvxpy.sum(x) + cvxpy.sum(y)) + return cvxpy.Problem(objective, constraints) diff --git a/benchmarks/src/dummy_model/bm_gurobipy.py b/benchmarks/src/dummy_model/bm_gurobipy.py new file mode 100644 index 00000000..252c64a2 --- /dev/null +++ b/benchmarks/src/dummy_model/bm_gurobipy.py @@ -0,0 +1,33 @@ +"""GurobiPy implementation of the facility location benchmark. + +Copyright (c) 2023: Yue Yang + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +""" + +from benchmark_utils import GurobiPyBenchmark +from gurobipy import GRB, Model, quicksum + + +class Bench(GurobiPyBenchmark): + def build(self): + N = self.size + + m = Model() + + x = m.addVars(range(N), range(N)) + y = m.addVars(range(N), range(N)) + + for i in range(N): + for j in range(N): + m.addConstr(x[i, j] - y[i, j] >= i) + m.addConstr(x[i, j] + y[i, j] >= 0) + + m.setObjective( + quicksum(2 * x[i, j] for i in range(N) for j in range(N)) + + quicksum(y[i, j] for i in range(N) for j in range(N)), + GRB.MINIMIZE, + ) + + return m diff --git a/benchmarks/src/dummy_model/bm_jump.jl b/benchmarks/src/dummy_model/bm_jump.jl new file mode 100644 index 00000000..d0133f2b --- /dev/null +++ b/benchmarks/src/dummy_model/bm_jump.jl @@ -0,0 +1,24 @@ +using JuMP +import Gurobi + +function solve(solver, N) + # direct_model is faster and more memory efficient (according to tests on July 13, 2025). + model = direct_model(Gurobi.Optimizer()) + + set_time_limit_sec(model, 0.0) + set_optimizer_attribute(model, "Presolve", 0) + + @variables(model, begin + x[1:N, 1:N] + y[1:N, 1:N] + end) + @objective(model, Min, sum(2 * x) + sum(y)) + @constraint(model, [i in 1:N, j in 1:N], x[i, j] - y[i, j] >= i) + @constraint(model, [i in 1:N, j in 1:N], x[i, j] + y[i, j] >= 0) + optimize!(model) + return model +end + +size = parse(Int, ARGS[2]) +m = solve(ARGS[1], size) +# println(objective_value(m)) \ No newline at end of file diff --git a/benchmarks/src/dummy_model/bm_linopy.py b/benchmarks/src/dummy_model/bm_linopy.py new file mode 100644 index 00000000..e0b8e87a --- /dev/null +++ b/benchmarks/src/dummy_model/bm_linopy.py @@ -0,0 +1,17 @@ +"""Linopy dummy benchmark.""" + +import linopy +from benchmark_utils import LinopyBenchmark +from numpy import arange + + +class Bench(LinopyBenchmark): + def build(self): + N = self.size + m = linopy.Model() + x = m.add_variables(coords=[arange(N), arange(N)]) + y = m.add_variables(coords=[arange(N), arange(N)]) + m.add_constraints(x - y >= arange(N)) + m.add_constraints(x + y >= 0) + m.add_objective((2 * x).sum() + y.sum()) + return m diff --git a/benchmarks/src/dummy_model/bm_pyoframe.py b/benchmarks/src/dummy_model/bm_pyoframe.py new file mode 100644 index 00000000..e4dc8ca8 --- /dev/null +++ b/benchmarks/src/dummy_model/bm_pyoframe.py @@ -0,0 +1,22 @@ +"""Pyoframe implementation of the facility location benchmark.""" + +from benchmark_utils import PyoframeBenchmark + +from pyoframe import Model, Set, Variable, sum + + +class Bench(PyoframeBenchmark): + def build(self): + N = self.size + m = Model() + ibyj = Set(i=range(N), j=range(N)) + m.x = Variable(ibyj) + m.y = Variable(ibyj) + m.con1 = m.x - m.y >= Set(i=range(N)).to_expr().add_dim("j") + m.con2 = m.x + m.y >= 0 + m.minimize = sum(2 * m.x) + sum(m.y) + return m + + +if __name__ == "__main__": + Bench("gurobi", 5).run() diff --git a/benchmarks/src/dummy_model/bm_pyomo.py b/benchmarks/src/dummy_model/bm_pyomo.py new file mode 100644 index 00000000..d974630c --- /dev/null +++ b/benchmarks/src/dummy_model/bm_pyomo.py @@ -0,0 +1,35 @@ +"""Pyomo implementation of the facility location benchmark. + +Copyright (c) 2022: Miles Lubin and contributors + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +See https://github.com/jump-dev/JuMPPaperBenchmarks +""" + +import pyomo.environ as pyo +from benchmark_utils import PyomoBenchmark + + +class Bench(PyomoBenchmark): + def build(self): + N = self.size + + model = pyo.ConcreteModel() + model.axis = pyo.RangeSet(1, N) + model.x = pyo.Var(model.axis, model.axis) + model.y = pyo.Var(model.axis, model.axis) + model.obj = pyo.Objective( + expr=lambda m: sum(2 * m.x[i, j] for i in m.axis for j in m.axis) + + sum(m.y[i, j] for i in m.axis for j in m.axis), + sense=pyo.minimize, + ) + + model.con1 = pyo.Constraint( + model.axis, model.axis, rule=lambda m, i, j: m.x[i, j] - m.y[i, j] >= i + ) + model.con2 = pyo.Constraint( + model.axis, model.axis, rule=lambda m, i, j: m.x[i, j] + m.y[i, j] >= 0 + ) + + return model diff --git a/benchmarks/src/dummy_model/bm_pyoptinterface.py b/benchmarks/src/dummy_model/bm_pyoptinterface.py new file mode 100644 index 00000000..a078bc5c --- /dev/null +++ b/benchmarks/src/dummy_model/bm_pyoptinterface.py @@ -0,0 +1,21 @@ +"""Pyoptinterface dummy benchmark.""" + +import pyoptinterface as poi +from benchmark_utils import PyOptInterfaceBenchmark + + +class Bench(PyOptInterfaceBenchmark): + def build(self): + N = self.size + m = self.create_model() + x = m.add_variables(range(N), range(N)) + y = m.add_variables(range(N), range(N)) + for i in range(N): + for j in range(N): + m.add_linear_constraint(x[i, j] - y[i, j], poi.Geq, i) + m.add_linear_constraint(x[i, j] + y[i, j], poi.Geq, 0) + expr = poi.ExprBuilder() + poi.quicksum_(expr, x, lambda x: 2 * x) + poi.quicksum_(expr, y) + m.set_objective(expr) + return m diff --git a/benchmarks/src/energy_planning/__init__.py b/benchmarks/src/energy_planning/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/benchmarks/src/energy_planning/bm_pyoframe.py b/benchmarks/src/energy_planning/bm_pyoframe.py new file mode 100644 index 00000000..164abe43 --- /dev/null +++ b/benchmarks/src/energy_planning/bm_pyoframe.py @@ -0,0 +1,97 @@ +"""Pyoframe implementation of the facility location benchmark.""" + +from pathlib import Path + +import polars as pl +from benchmark_utils import PyoframeBenchmark + +import pyoframe as pf + + +class Bench(PyoframeBenchmark): + def build(self): + assert self.input_dir is not None, "Input directory must be specified." + + # bodf = pl.read_parquet(self.input_dir / "branch_outage_dist_facts.parquet") + generators = pl.read_parquet( + self.input_dir / "generators.parquet" + ).with_row_index(name="gen") + lines = pl.read_parquet(self.input_dir / "lines_simplified.parquet") + loads = pl.read_parquet(self.input_dir / "loads.parquet") + vcf = pl.read_parquet(self.input_dir / "variable_capacity_factors.parquet") + yearly_limits = pl.read_parquet(self.input_dir / "yearly_limits.parquet") + + buses = pf.Set(lines["from_bus"].rename("bus").unique()) + pf.Set( + lines["to_bus"].rename("bus").unique() + ) + + m = pf.Model(solver=self.solver, solver_uses_variable_names=True) + + hours = loads.get_column("datetime").unique().sort().head(self.size) + active_load = loads[["bus", "datetime", "active_load"]].to_expr().within(hours) + + # TODO allow broadcasting on add_dim() or improve error messages when using ub= + m.dispatch = pf.Variable(generators["gen"], hours, lb=0) + m.voltage_angle = pf.Variable(buses, hours) + m.power_flow = pf.Variable( + lines["line_id"], + hours, + lb=-(lines[["line_id", "line_rating"]].to_expr()).add_dim("datetime"), + ub=lines[["line_id", "line_rating"]].to_expr().add_dim("datetime"), + ) + + m.slack_bus_const = m.voltage_angle.pick(bus=buses.data["bus"].max()) == 0 + # TODO allow rename with equality similar to pick + # TODO support division of constant expressions + m.constraint_power_flow = m.power_flow == lines.select( + "line_id", 1 / pl.col("reactance") + ) * ( + m.voltage_angle.rename({"bus": "to_bus"}).map(lines[["line_id", "to_bus"]]) + - m.voltage_angle.rename({"bus": "from_bus"}).map( + lines[["line_id", "from_bus"]] + ) + ) + + m.power_balance = 0 == ( + m.dispatch.map(generators[["gen", "bus"]]).keep_extras() + - active_load.keep_extras() + - m.power_flow.map(lines[["line_id", "from_bus"]]) + .rename({"from_bus": "bus"}) + .keep_extras() + + m.power_flow.map(lines[["line_id", "to_bus"]]) + .rename({"to_bus": "bus"}) + .keep_extras() + ) + + m.con_yearly_limits = ( + m.dispatch.map(generators[["gen", "type"]]).sum("datetime").drop_extras() + <= yearly_limits[["type", "limit"]] + ) + + m.variable_dispatch_limit = ( + m.dispatch.drop_extras() + <= ( + vcf[["type", "datetime", "capacity_factor"]] + .to_expr() + .map(generators[["gen", "type"]]) + * generators[["gen", "Pmax"]] + ).drop_extras() + ) + m.dispatch_limit = m.dispatch <= generators[["gen", "Pmax"]].to_expr().add_dim( + "datetime" + ) + + return m + + +if __name__ == "__main__": + input_dir = ( + Path(__file__).parent.parent.parent + / "input_data" + / "energy_planning" + / "final_inputs" + ) + m: pf.Model = Bench("gurobi", 2, input_dir=input_dir, block_solver=False).run() + m.compute_IIS() + # todo autocompute iis + m.write("inf.ilp") diff --git a/benchmarks/src/energy_planning/build_dataset.smk b/benchmarks/src/energy_planning/build_dataset.smk new file mode 100644 index 00000000..82316ade --- /dev/null +++ b/benchmarks/src/energy_planning/build_dataset.smk @@ -0,0 +1,150 @@ +import shutil +import gdown +import os +from urllib.request import urlretrieve +from pathlib import Path + +CATS_GITHUB_URL = "https://raw.githubusercontent.com/WISPO-POP/CATS-CaliforniaTestSystem/f260d8bd89e68997bf12d24e767475b2f2b88a77/" + +CWD = Path("src/energy_planning") +INPUT_DIR = CWD / "input_data" +RAW_INPUT_DIR = INPUT_DIR / "raw_inputs" +PROCESSED_INPUT_DIR = INPUT_DIR / "intermediary_inputs" +SCRIPTS_DIR = Path("./scripts") + +rule generate_all_inputs: + input: + loads=PROCESSED_INPUT_DIR / "loads.parquet", + lines=PROCESSED_INPUT_DIR / "lines_simplified.parquet", + generators=PROCESSED_INPUT_DIR / "generators.parquet", + yearly_limit=PROCESSED_INPUT_DIR / "yearly_limits.parquet", + vcf=PROCESSED_INPUT_DIR / "variable_capacity_factors.parquet", + bodf=PROCESSED_INPUT_DIR / "branch_outage_dist_facts.parquet", + output: + directory(INPUT_DIR / "final_inputs"), + run: + output_dir = Path(output[0]) + os.makedirs(output_dir, exist_ok=True) + for input_data in input: + shutil.copy(input_data, output_dir / Path(input_data).name) + + +rule fetch_load_data: + """Downloads the load data from the Google Drive folder hosted by the CATS project (https://drive.google.com/drive/folders/1Zo6ZeZ1OSjHCOWZybbTd6PgO4DQFs8_K)""" + output: + RAW_INPUT_DIR / "CATS_loads.csv", + run: + gdown.download(id="1Sz8st7g4Us6oijy1UYMPUvkA1XeZlIr8", output=output[0]) + + +rule fetch_generation_data: + """Downloads the generation data from the Google Drive folder hosted by the CATS project (https://drive.google.com/drive/folders/1Zo6ZeZ1OSjHCOWZybbTd6PgO4DQFs8_K)""" + output: + RAW_INPUT_DIR / "CATS_generation.csv", + run: + gdown.download(id="1CxLlcwAEUy-JvJQdAfVydJ1p9Ecot-4d", output=output[0]) + + +rule fetch_line_data: + output: + RAW_INPUT_DIR / "CATS_lines.json", + run: + urlretrieve(CATS_GITHUB_URL + "GIS/CATS_lines.json", output[0]) + + +rule fetch_generator_data: + output: + RAW_INPUT_DIR / "CATS_generators.csv", + run: + urlretrieve(CATS_GITHUB_URL + "GIS/CATS_gens.csv", output[0]) + + +rule fetch_matpower_data: + output: + RAW_INPUT_DIR / "CaliforniaTestSystem.m", + run: + urlretrieve(CATS_GITHUB_URL + "MATPOWER/CaliforniaTestSystem.m", output[0]) + + +rule process_matpower_case: + input: + RAW_INPUT_DIR / "CaliforniaTestSystem.m", + output: + bus=PROCESSED_INPUT_DIR / "matpower_bus.parquet", + branch=PROCESSED_INPUT_DIR / "matpower_branch.parquet", + gen=PROCESSED_INPUT_DIR / "matpower_gen.parquet", + notebook: + str(SCRIPTS_DIR / "process_matpower_case.py.ipynb") + + +rule process_load_data: + """Convert the load data to narrow format and keep only the active loads.""" + input: + RAW_INPUT_DIR / "CATS_loads.csv", + output: + PROCESSED_INPUT_DIR / "loads.parquet", + notebook: + str(SCRIPTS_DIR / "process_load_data.py.ipynb") + + +rule process_line_data: + """Convert from .json to .parquet and keep only relevant columns.""" + input: + RAW_INPUT_DIR / "CATS_lines.json", + output: + PROCESSED_INPUT_DIR / "lines.parquet", + notebook: + str(SCRIPTS_DIR / "process_lines_json.py.ipynb") + + +rule process_generator_data: + """Group the generators by type and bus.""" + input: + RAW_INPUT_DIR / "CATS_generators.csv", + PROCESSED_INPUT_DIR / "matpower_gen.parquet" + output: + PROCESSED_INPUT_DIR / "generators.parquet", + notebook: + str(SCRIPTS_DIR / "process_generator_data.py.ipynb") + + +rule compute_capacity_factors: + """Use the hourly generation data to create capacity factors by fuel type.""" + input: + gen_capacity=PROCESSED_INPUT_DIR / "generators.parquet", + gen_dispatch=RAW_INPUT_DIR / "CATS_generation.csv", + output: + yearly_limit=PROCESSED_INPUT_DIR / "yearly_limits.parquet", + vcf=PROCESSED_INPUT_DIR / "variable_capacity_factors.parquet", + notebook: + str(SCRIPTS_DIR / "compute_capacity_factors.py.ipynb") + + +rule simplify_network: + input: + lines=PROCESSED_INPUT_DIR / "lines.parquet", + generators=PROCESSED_INPUT_DIR / "generators.parquet", + loads=PROCESSED_INPUT_DIR / "loads.parquet", + output: + PROCESSED_INPUT_DIR / "lines_simplified.parquet", + script: + SCRIPTS_DIR / "simplify_network.py" + + +rule compute_ptdf: + input: + lines=PROCESSED_INPUT_DIR / "lines_simplified.parquet", + output: + PROCESSED_INPUT_DIR / "power_transfer_dist_facts.parquet", + notebook: + str(SCRIPTS_DIR / "compute_power_transfer_dist_facts.py.ipynb") + + +rule compute_bodf: + input: + lines=PROCESSED_INPUT_DIR / "lines_simplified.parquet", + ptdf=PROCESSED_INPUT_DIR / "power_transfer_dist_facts.parquet", + output: + PROCESSED_INPUT_DIR / "branch_outage_dist_facts.parquet", + notebook: + str(SCRIPTS_DIR / "compute_branch_outage_dist_facts.py.ipynb") diff --git a/benchmarks/src/energy_planning/scripts/__init__.py b/benchmarks/src/energy_planning/scripts/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/benchmarks/src/energy_planning/scripts/compute_branch_outage_dist_facts.py.ipynb b/benchmarks/src/energy_planning/scripts/compute_branch_outage_dist_facts.py.ipynb new file mode 100644 index 00000000..8360bc36 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/compute_branch_outage_dist_facts.py.ipynb @@ -0,0 +1,2321 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 20, + "id": "ed7e8cf3", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "injection", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "e18a08be-acc6-4e1a-98ee-0320e5f0e72d", + "rows": [ + [ + "0", + "1", + "1", + "1.0" + ], + [ + "1", + "1", + "2", + "-0.5587469962336495" + ], + [ + "2", + "1", + "3", + "0.44125300376630605" + ], + [ + "3", + "1", + "5", + "-0.44125300376629895" + ], + [ + "4", + "1", + "6", + "0.44125300376629184" + ], + [ + "5", + "1", + "8", + "9.393806621460499e-09" + ], + [ + "6", + "1", + "9", + "-1.1621192896882349e-08" + ], + [ + "7", + "1", + "10", + "-2.4491182415431467e-09" + ], + [ + "8", + "1", + "11", + "9.39380484510366e-09" + ], + [ + "9", + "1", + "12", + "-1.1029123836436838e-08" + ], + [ + "10", + "1", + "13", + "-2.487876127332811e-08" + ], + [ + "11", + "1", + "14", + "-1.1361599661086075e-08" + ], + [ + "12", + "1", + "15", + "-5.3835176316852085e-09" + ], + [ + "13", + "1", + "16", + "-6.144091457827017e-09" + ], + [ + "14", + "1", + "17", + "-5.217511755972737e-09" + ], + [ + "15", + "1", + "18", + "1.6508678868376592e-09" + ], + [ + "16", + "1", + "19", + "1.2717169539655515e-09" + ], + [ + "17", + "1", + "20", + "-1.2520304792928982e-09" + ], + [ + "18", + "1", + "21", + "1.6439400951639982e-09" + ], + [ + "19", + "1", + "22", + "9.654019805793723e-10" + ], + [ + "20", + "1", + "23", + "-6.0009881508449325e-09" + ], + [ + "21", + "1", + "26", + "1.7389350182028807e-08" + ], + [ + "22", + "1", + "27", + "6.360227899904203e-09" + ], + [ + "23", + "1", + "30", + "-2.423121259198524e-09" + ], + [ + "24", + "1", + "31", + "9.95489024546714e-09" + ], + [ + "25", + "1", + "34", + "6.7153846927681116e-09" + ], + [ + "26", + "1", + "35", + "-1.1608034089505281e-08" + ], + [ + "27", + "1", + "39", + "-1.6508696631944986e-09" + ], + [ + "28", + "1", + "42", + "-7.605711616065491e-10" + ], + [ + "29", + "1", + "43", + "2.411442601157887e-09" + ], + [ + "30", + "1", + "47", + "1.663619020320084e-09" + ], + [ + "31", + "1", + "48", + "2.5647572954312636e-09" + ], + [ + "32", + "1", + "54", + "1.3012453337069019e-08" + ], + [ + "33", + "1", + "56", + "-6.859426804339819e-09" + ], + [ + "34", + "1", + "64", + "4.1093528579949634e-10" + ], + [ + "35", + "1", + "71", + "1.01267971786001e-09" + ], + [ + "36", + "1", + "72", + "1.01267971786001e-09" + ], + [ + "37", + "1", + "74", + "-1.3608070226212021e-09" + ], + [ + "38", + "1", + "78", + "-4.296785149904281e-10" + ], + [ + "39", + "1", + "80", + "-6.360227455814993e-09" + ], + [ + "40", + "1", + "81", + "4.2541297151643676e-09" + ], + [ + "41", + "1", + "86", + "-4.4357872930333997e-10" + ], + [ + "42", + "1", + "88", + "-2.5834145933600894e-10" + ], + [ + "43", + "1", + "89", + "2.583391278676572e-10" + ], + [ + "44", + "1", + "92", + "2.583391278676572e-10" + ], + [ + "45", + "1", + "93", + "3.091003009103588e-10" + ], + [ + "46", + "1", + "94", + "-1.5663736974147469e-10" + ], + [ + "47", + "1", + "96", + "4.232845185470069e-10" + ], + [ + "48", + "1", + "97", + "4.232632022649341e-10" + ], + [ + "49", + "1", + "98", + "4.35294467138192e-10" + ] + ], + "shape": { + "columns": 3, + "rows": 37150657 + } + }, + "text/html": [ + "
\n", + "shape: (37_150_657, 3)
injectionline_idfactor
i64i64f64
111.0
12-0.558747
130.441253
15-0.441253
160.441253
………
886710815-0.000006
886710818-5.5862e-9
8867108191.9651e-8
886710820-4.4765e-7
8867108210.000007
" + ], + "text/plain": [ + "shape: (37_150_657, 3)\n", + "┌───────────┬─────────┬────────────┐\n", + "│ injection ┆ line_id ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞═══════════╪═════════╪════════════╡\n", + "│ 1 ┆ 1 ┆ 1.0 │\n", + "│ 1 ┆ 2 ┆ -0.558747 │\n", + "│ 1 ┆ 3 ┆ 0.441253 │\n", + "│ 1 ┆ 5 ┆ -0.441253 │\n", + "│ 1 ┆ 6 ┆ 0.441253 │\n", + "│ … ┆ … ┆ … │\n", + "│ 8867 ┆ 10815 ┆ -0.000006 │\n", + "│ 8867 ┆ 10818 ┆ -5.5862e-9 │\n", + "│ 8867 ┆ 10819 ┆ 1.9651e-8 │\n", + "│ 8867 ┆ 10820 ┆ -4.4765e-7 │\n", + "│ 8867 ┆ 10821 ┆ 0.000007 │\n", + "└───────────┴─────────┴────────────┘" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# See https://pypsa.readthedocs.io/en/latest/user-guide/contingency-analysis.html#branch-outage-distribution-factors-bodf\n", + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "\n", + "DF_CUTOFF = 1e-5\n", + "\n", + "\n", + "if \"snakemake\" not in globals(): # noqa: F821\n", + " snakemake = mock_snakemake(\"compute_bodf\")\n", + "\n", + "\n", + "lines = pl.read_parquet(\n", + " snakemake.input.lines, columns=[\"line_id\", \"from_bus\", \"to_bus\", \"is_leaf\"]\n", + ")\n", + "ptdf = pl.read_parquet(snakemake.input.ptdf)\n", + "ptdf" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "1a218b82", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "from_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "to_bus", + "rawType": "int64", + "type": "integer" + } + ], + "ref": "f87df63d-583c-4083-802f-6384ce547113", + "rows": [ + [ + "0", + "6457", + "5559", + "5563" + ], + [ + "1", + "3265", + "3962", + "3963" + ], + [ + "2", + "10688", + "8617", + "8618" + ], + [ + "3", + "4800", + "4802", + "6574" + ], + [ + "4", + "499", + "7771", + "8834" + ], + [ + "5", + "3597", + "4130", + "8270" + ], + [ + "6", + "5188", + "4973", + "4974" + ], + [ + "7", + "4749", + "5700", + "7867" + ], + [ + "8", + "2240", + "1256", + "7738" + ], + [ + "9", + "801", + "1725", + "2767" + ], + [ + "10", + "9471", + "7312", + "7315" + ], + [ + "11", + "1282", + "8504", + "8754" + ], + [ + "12", + "5934", + "1040", + "5338" + ], + [ + "13", + "4529", + "4706", + "6486" + ], + [ + "14", + "3906", + "280", + "4275" + ], + [ + "15", + "3227", + "3948", + "3951" + ], + [ + "16", + "1538", + "3122", + "3267" + ], + [ + "17", + "5960", + "6695", + "7787" + ], + [ + "18", + "9921", + "7602", + "8726" + ], + [ + "19", + "22", + "2421", + "5705" + ], + [ + "20", + "4765", + "386", + "4848" + ], + [ + "21", + "7508", + "6145", + "6146" + ], + [ + "22", + "7691", + "6242", + "6244" + ], + [ + "23", + "1558", + "3132", + "8148" + ], + [ + "24", + "2105", + "4411", + "8704" + ], + [ + "25", + "10602", + "8453", + "8454" + ], + [ + "26", + "1067", + "1182", + "2883" + ], + [ + "27", + "9133", + "7144", + "7167" + ], + [ + "28", + "1405", + "3057", + "7696" + ], + [ + "29", + "6691", + "5684", + "5685" + ], + [ + "30", + "3480", + "4066", + "4556" + ], + [ + "31", + "1535", + "3404", + "4312" + ], + [ + "32", + "7282", + "6002", + "6018" + ], + [ + "33", + "6468", + "5582", + "5583" + ], + [ + "34", + "2887", + "3798", + "3800" + ], + [ + "35", + "6141", + "5423", + "5446" + ], + [ + "36", + "1002", + "2846", + "2848" + ], + [ + "37", + "9751", + "2366", + "2375" + ], + [ + "38", + "4102", + "584", + "4434" + ], + [ + "39", + "839", + "621", + "2782" + ], + [ + "40", + "7785", + "6285", + "6286" + ], + [ + "41", + "10163", + "7623", + "7624" + ], + [ + "42", + "1218", + "3486", + "8652" + ], + [ + "43", + "2219", + "3058", + "3481" + ], + [ + "44", + "614", + "1365", + "2684" + ], + [ + "45", + "5209", + "1440", + "4985" + ], + [ + "46", + "10128", + "1232", + "3986" + ], + [ + "47", + "6539", + "702", + "5600" + ], + [ + "48", + "4451", + "4666", + "4668" + ], + [ + "49", + "8660", + "6952", + "8556" + ] + ], + "shape": { + "columns": 3, + "rows": 6177 + } + }, + "text/html": [ + "
\n", + "shape: (6_177, 3)
line_idfrom_busto_bus
i64i64i64
645755595563
326539623963
1068886178618
480048026574
49977718834
………
686557775811
34735654059
6023632448
268336858816
595853265329
" + ], + "text/plain": [ + "shape: (6_177, 3)\n", + "┌─────────┬──────────┬────────┐\n", + "│ line_id ┆ from_bus ┆ to_bus │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ i64 │\n", + "╞═════════╪══════════╪════════╡\n", + "│ 6457 ┆ 5559 ┆ 5563 │\n", + "│ 3265 ┆ 3962 ┆ 3963 │\n", + "│ 10688 ┆ 8617 ┆ 8618 │\n", + "│ 4800 ┆ 4802 ┆ 6574 │\n", + "│ 499 ┆ 7771 ┆ 8834 │\n", + "│ … ┆ … ┆ … │\n", + "│ 6865 ┆ 5777 ┆ 5811 │\n", + "│ 3473 ┆ 565 ┆ 4059 │\n", + "│ 60 ┆ 2363 ┆ 2448 │\n", + "│ 2683 ┆ 3685 ┆ 8816 │\n", + "│ 5958 ┆ 5326 ┆ 5329 │\n", + "└─────────┴──────────┴────────┘" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 1: Remove leaf lines because we can't have be a contingency\n", + "lines = lines.filter(~pl.col(\"is_leaf\")).drop(\"is_leaf\")\n", + "lines" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "0da883ef", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "outage_line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "9c6b25bc-2140-4b7e-a62e-c1754328e6ab", + "rows": [ + [ + "0", + "5384", + "2", + "1.596558103500456e-07" + ], + [ + "1", + "5384", + "3", + "1.5965580590915351e-07" + ], + [ + "2", + "5384", + "5", + "-1.596558050209751e-07" + ], + [ + "3", + "5384", + "6", + "1.5965580857368877e-07" + ], + [ + "4", + "5384", + "8", + "-1.582790055465466e-05" + ], + [ + "5", + "5384", + "9", + "1.9570889080000597e-05" + ], + [ + "6", + "5384", + "10", + "4.136289097900203e-06" + ], + [ + "7", + "5384", + "11", + "-1.5827900547549234e-05" + ], + [ + "8", + "5384", + "12", + "1.8592243827164623e-05" + ], + [ + "9", + "5384", + "13", + "4.1955402974025446e-05" + ], + [ + "10", + "5384", + "14", + "1.9162993353916136e-05" + ], + [ + "11", + "5384", + "15", + "9.079859064620166e-06" + ], + [ + "12", + "5384", + "16", + "1.0363099377741491e-05" + ], + [ + "13", + "5384", + "17", + "8.799893968181038e-06" + ], + [ + "14", + "5384", + "18", + "-2.7847304444605925e-06" + ], + [ + "15", + "5384", + "19", + "-2.145748645432377e-06" + ], + [ + "16", + "5384", + "20", + "2.116629648885038e-06" + ], + [ + "17", + "5384", + "21", + "-2.7707111520669514e-06" + ], + [ + "18", + "5384", + "22", + "-1.6292920608229622e-06" + ], + [ + "19", + "5384", + "23", + "1.0127128916792572e-05" + ], + [ + "20", + "5384", + "26", + "-2.9313341656678205e-05" + ], + [ + "21", + "5384", + "27", + "-1.0721097829069492e-05" + ], + [ + "22", + "5384", + "30", + "4.0846424553819816e-06" + ], + [ + "23", + "5384", + "31", + "-1.6777733612194368e-05" + ], + [ + "24", + "5384", + "34", + "-1.1324538855994604e-05" + ], + [ + "25", + "5384", + "35", + "1.9566456423092404e-05" + ], + [ + "26", + "5384", + "39", + "2.7847304382433435e-06" + ], + [ + "27", + "5384", + "42", + "1.2832403202267528e-06" + ], + [ + "28", + "5384", + "43", + "-4.067970759358275e-06" + ], + [ + "29", + "5384", + "46", + "2.9118996991428503e-08" + ], + [ + "30", + "5384", + "47", + "-2.7998301508347367e-06" + ], + [ + "31", + "5384", + "48", + "-4.329387694568254e-06" + ], + [ + "32", + "5384", + "54", + "-2.194772380903487e-05" + ], + [ + "33", + "5384", + "56", + "1.1570068210176032e-05" + ], + [ + "34", + "5384", + "62", + "5.006152292708066e-08" + ], + [ + "35", + "5384", + "63", + "1.7553425379901455e-08" + ], + [ + "36", + "5384", + "64", + "-6.945091683974169e-07" + ], + [ + "37", + "5384", + "65", + "1.7729888668327476e-08" + ], + [ + "38", + "5384", + "66", + "-1.7729886891970636e-08" + ], + [ + "39", + "5384", + "68", + "3.233163781146686e-08" + ], + [ + "40", + "5384", + "69", + "-5.00615158216533e-08" + ], + [ + "41", + "5384", + "70", + "3.2508098879446834e-08" + ], + [ + "42", + "5384", + "71", + "-1.7035280279742437e-06" + ], + [ + "43", + "5384", + "72", + "-1.7035280279742437e-06" + ], + [ + "44", + "5384", + "74", + "2.300426495960295e-06" + ], + [ + "45", + "5384", + "76", + "-5.006152514752671e-08" + ], + [ + "46", + "5384", + "78", + "7.270172606155256e-07" + ], + [ + "47", + "5384", + "80", + "1.0721097829957671e-05" + ], + [ + "48", + "5384", + "81", + "-7.166824318893816e-06" + ], + [ + "49", + "5384", + "85", + "8.598350653699072e-08" + ] + ], + "shape": { + "columns": 3, + "rows": 35448695 + } + }, + "text/html": [ + "
\n", + "shape: (35_448_695, 3)
outage_line_idline_idfactor
i64i64f64
538421.5966e-7
538431.5966e-7
53845-1.5966e-7
538461.5966e-7
53848-0.000016
………
279410820-9.5599e-9
1227108208.5695e-8
2796108215.8184e-8
2794108211.4929e-7
122710821-0.000001
" + ], + "text/plain": [ + "shape: (35_448_695, 3)\n", + "┌────────────────┬─────────┬────────────┐\n", + "│ outage_line_id ┆ line_id ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞════════════════╪═════════╪════════════╡\n", + "│ 5384 ┆ 2 ┆ 1.5966e-7 │\n", + "│ 5384 ┆ 3 ┆ 1.5966e-7 │\n", + "│ 5384 ┆ 5 ┆ -1.5966e-7 │\n", + "│ 5384 ┆ 6 ┆ 1.5966e-7 │\n", + "│ 5384 ┆ 8 ┆ -0.000016 │\n", + "│ … ┆ … ┆ … │\n", + "│ 2794 ┆ 10820 ┆ -9.5599e-9 │\n", + "│ 1227 ┆ 10820 ┆ 8.5695e-8 │\n", + "│ 2796 ┆ 10821 ┆ 5.8184e-8 │\n", + "│ 2794 ┆ 10821 ┆ 1.4929e-7 │\n", + "│ 1227 ┆ 10821 ┆ -0.000001 │\n", + "└────────────────┴─────────┴────────────┘" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 2: Compute the difference in PTDF for every from and to bus.\n", + "bptdf = (\n", + " lines.rename({\"line_id\": \"outage_line_id\"})\n", + " .join(\n", + " ptdf.rename({\"injection\": \"from_bus\", \"factor\": \"injection\"}),\n", + " on=\"from_bus\",\n", + " )\n", + " .join(\n", + " ptdf.rename({\"injection\": \"to_bus\", \"factor\": \"withdrawal\"}),\n", + " on=[\"to_bus\", \"line_id\"],\n", + " )\n", + " .select(\n", + " \"outage_line_id\",\n", + " \"line_id\",\n", + " factor=pl.col(\"injection\") - pl.col(\"withdrawal\"),\n", + " )\n", + ")\n", + "bptdf" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "788ccf9d", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "outage_line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "c2017e50-687b-4ca7-a212-926abdbcdcdb", + "rows": [ + [ + "0", + "5384", + "0.5632131298473879" + ], + [ + "1", + "6154", + "0.5288947691706447" + ], + [ + "2", + "7688", + "0.6093678664344377" + ], + [ + "3", + "1224", + "0.9308677958384797" + ], + [ + "4", + "1204", + "0.9452965594464571" + ], + [ + "5", + "1203", + "0.9727022429471539" + ], + [ + "6", + "8876", + "0.8293589741518472" + ], + [ + "7", + "3777", + "0.6881377867889193" + ], + [ + "8", + "1367", + "0.8886820890600955" + ], + [ + "9", + "1374", + "0.9431463427100795" + ], + [ + "10", + "3323", + "0.4887931281800597" + ], + [ + "11", + "878", + "0.9533154818739282" + ], + [ + "12", + "644", + "0.5208690505857501" + ], + [ + "13", + "4430", + "0.9211583080268886" + ], + [ + "14", + "2526", + "0.542375037666389" + ], + [ + "15", + "2567", + "0.4601563384723457" + ], + [ + "16", + "3793", + "0.9458300848603738" + ], + [ + "17", + "420", + "0.9978582128929929" + ], + [ + "18", + "4470", + "0.7216458006796804" + ], + [ + "19", + "10133", + "0.8599816048126083" + ], + [ + "20", + "168", + "0.3890606066142116" + ], + [ + "21", + "4484", + "0.4702782398418144" + ], + [ + "22", + "3109", + "0.30412922704420353" + ], + [ + "23", + "724", + "0.8677230034278933" + ], + [ + "24", + "9850", + "0.8133101000055923" + ], + [ + "25", + "5358", + "0.4312269355800642" + ], + [ + "26", + "712", + "0.40785227635777965" + ], + [ + "27", + "6354", + "0.44186696424599603" + ], + [ + "28", + "35", + "0.37358635094519066" + ], + [ + "29", + "18", + "0.8353050876292194" + ], + [ + "30", + "398", + "0.9380940686885211" + ], + [ + "31", + "7576", + "0.9569257345955009" + ], + [ + "32", + "4168", + "0.5476950143680028" + ], + [ + "33", + "723", + "0.9571750213553241" + ], + [ + "34", + "728", + "0.9377184828564502" + ], + [ + "35", + "3618", + "0.43340169763860675" + ], + [ + "36", + "8377", + "0.7060428660929574" + ], + [ + "37", + "4513", + "0.8071296656981151" + ], + [ + "38", + "59", + "0.49256178483183266" + ], + [ + "39", + "3375", + "0.87335088467466" + ], + [ + "40", + "9751", + "0.9778589988266546" + ], + [ + "41", + "9753", + "0.9553701454392716" + ], + [ + "42", + "9762", + "0.9350093232802656" + ], + [ + "43", + "2", + "0.9222821777406605" + ], + [ + "44", + "3", + "0.8324473414427054" + ], + [ + "45", + "5", + "0.9573860878864835" + ], + [ + "46", + "6", + "0.9271543742817379" + ], + [ + "47", + "3250", + "0.8575224455500532" + ], + [ + "48", + "10077", + "0.8373398588219594" + ], + [ + "49", + "14", + "0.8868284221745029" + ] + ], + "shape": { + "columns": 2, + "rows": 5985 + } + }, + "text/html": [ + "
\n", + "shape: (5_985, 2)
outage_line_idfactor
i64f64
53840.563213
61540.528895
76880.609368
12240.930868
12040.945297
……
52670.521666
108210.650949
12270.79734
27940.969553
27960.987502
" + ], + "text/plain": [ + "shape: (5_985, 2)\n", + "┌────────────────┬──────────┐\n", + "│ outage_line_id ┆ factor │\n", + "│ --- ┆ --- │\n", + "│ i64 ┆ f64 │\n", + "╞════════════════╪══════════╡\n", + "│ 5384 ┆ 0.563213 │\n", + "│ 6154 ┆ 0.528895 │\n", + "│ 7688 ┆ 0.609368 │\n", + "│ 1224 ┆ 0.930868 │\n", + "│ 1204 ┆ 0.945297 │\n", + "│ … ┆ … │\n", + "│ 5267 ┆ 0.521666 │\n", + "│ 10821 ┆ 0.650949 │\n", + "│ 1227 ┆ 0.79734 │\n", + "│ 2794 ┆ 0.969553 │\n", + "│ 2796 ┆ 0.987502 │\n", + "└────────────────┴──────────┘" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 3: Separate diagonal and off-diagonal entries\n", + "diagonal_entries = bptdf.filter(pl.col(\"outage_line_id\") == pl.col(\"line_id\")).drop(\n", + " \"line_id\"\n", + ")\n", + "offdiagonal_entries = bptdf.filter(pl.col(\"outage_line_id\") != pl.col(\"line_id\"))\n", + "diagonal_entries" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "8e617a00", + "metadata": {}, + "outputs": [], + "source": [ + "# Step 4: Confirm that there are no bridge lines (lines that would cause the grid to split into two unconnected networks)\n", + "bridge_lines = diagonal_entries.filter(pl.col(\"factor\") >= (1 - DF_CUTOFF))\n", + "if bridge_lines.height > 0:\n", + " raise ValueError(\n", + " f\"Grid is not well connected\\n{diagonal_entries.filter(pl.col('factor') >= (1 - DF_CUTOFF))}\"\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "f1b86cb1", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "outage_line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "affected_line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "2cadac9d-24aa-4071-8e85-02ba4adfe206", + "rows": [ + [ + "0", + "5384", + "2", + "3.6552337366336657e-07" + ], + [ + "1", + "5384", + "3", + "3.6552336349618346e-07" + ], + [ + "2", + "5384", + "5", + "-3.6552336146274683e-07" + ], + [ + "3", + "5384", + "6", + "3.6552336959649336e-07" + ], + [ + "4", + "5384", + "8", + "-3.623712532641935e-05" + ], + [ + "5", + "5384", + "9", + "4.480649583894906e-05" + ], + [ + "6", + "5384", + "10", + "9.469810977731531e-06" + ], + [ + "7", + "5384", + "11", + "-3.623712531015186e-05" + ], + [ + "8", + "5384", + "12", + "4.256594027349894e-05" + ], + [ + "9", + "5384", + "13", + "9.605463405840552e-05" + ], + [ + "10", + "5384", + "14", + "4.387264055629841e-05" + ], + [ + "11", + "5384", + "15", + "2.07878479988368e-05" + ], + [ + "12", + "5384", + "16", + "2.372575753964549e-05" + ], + [ + "13", + "5384", + "17", + "2.014688299835199e-05" + ], + [ + "14", + "5384", + "18", + "-6.37549027855992e-06" + ], + [ + "15", + "5384", + "19", + "-4.912575885540375e-06" + ], + [ + "16", + "5384", + "20", + "4.845909512219297e-06" + ], + [ + "17", + "5384", + "21", + "-6.343393864149059e-06" + ], + [ + "18", + "5384", + "22", + "-3.7301763678328797e-06" + ], + [ + "19", + "5384", + "23", + "2.318551588616705e-05" + ], + [ + "20", + "5384", + "26", + "-6.711131597530898e-05" + ], + [ + "21", + "5384", + "27", + "-2.454537570079332e-05" + ], + [ + "22", + "5384", + "30", + "9.351568773014673e-06" + ], + [ + "23", + "5384", + "31", + "-3.841171692347867e-05" + ], + [ + "24", + "5384", + "34", + "-2.592692141143767e-05" + ], + [ + "25", + "5384", + "35", + "4.479634750984145e-05" + ], + [ + "26", + "5384", + "39", + "6.375490264325863e-06" + ], + [ + "27", + "5384", + "42", + "2.937909557076183e-06" + ], + [ + "28", + "5384", + "43", + "-9.313399823435484e-06" + ], + [ + "29", + "5384", + "46", + "6.66663743377964e-08" + ], + [ + "30", + "5384", + "47", + "-6.410060242553729e-06" + ], + [ + "31", + "5384", + "48", + "-9.911899808379264e-06" + ], + [ + "32", + "5384", + "54", + "-5.024813085925957e-05" + ], + [ + "33", + "5384", + "56", + "2.648904763582633e-05" + ], + [ + "34", + "5384", + "62", + "1.1461315883783161e-07" + ], + [ + "35", + "5384", + "63", + "4.0187621422247285e-08" + ], + [ + "36", + "5384", + "64", + "-1.5900413127225125e-06" + ], + [ + "37", + "5384", + "65", + "4.0591624611180974e-08" + ], + [ + "38", + "5384", + "66", + "-4.059162054430772e-08" + ], + [ + "39", + "5384", + "68", + "7.402154236039715e-08" + ], + [ + "40", + "5384", + "69", + "-1.146131425703386e-07" + ], + [ + "41", + "5384", + "70", + "7.442554046573927e-08" + ], + [ + "42", + "5384", + "71", + "-3.900135613918605e-06" + ], + [ + "43", + "5384", + "72", + "-3.900135613918605e-06" + ], + [ + "44", + "5384", + "74", + "5.26670248846201e-06" + ], + [ + "45", + "5384", + "76", + "-1.1461316392142317e-07" + ], + [ + "46", + "5384", + "78", + "1.664466837937477e-06" + ], + [ + "47", + "5384", + "80", + "2.454537570282676e-05" + ], + [ + "48", + "5384", + "81", + "-1.6408058045311087e-05" + ], + [ + "49", + "5384", + "85", + "1.9685460441370028e-07" + ] + ], + "shape": { + "columns": 3, + "rows": 34358842 + } + }, + "text/html": [ + "
\n", + "shape: (34_358_842, 3)
outage_line_idaffected_line_idfactor
i64i64f64
538423.6552e-7
538433.6552e-7
53845-3.6552e-7
538463.6552e-7
53848-0.000036
………
279410820-3.1398e-7
1227108204.2285e-7
2796108210.000005
2794108210.000005
122710821-0.000007
" + ], + "text/plain": [ + "shape: (34_358_842, 3)\n", + "┌────────────────┬──────────────────┬────────────┐\n", + "│ outage_line_id ┆ affected_line_id ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞════════════════╪══════════════════╪════════════╡\n", + "│ 5384 ┆ 2 ┆ 3.6552e-7 │\n", + "│ 5384 ┆ 3 ┆ 3.6552e-7 │\n", + "│ 5384 ┆ 5 ┆ -3.6552e-7 │\n", + "│ 5384 ┆ 6 ┆ 3.6552e-7 │\n", + "│ 5384 ┆ 8 ┆ -0.000036 │\n", + "│ … ┆ … ┆ … │\n", + "│ 2794 ┆ 10820 ┆ -3.1398e-7 │\n", + "│ 1227 ┆ 10820 ┆ 4.2285e-7 │\n", + "│ 2796 ┆ 10821 ┆ 0.000005 │\n", + "│ 2794 ┆ 10821 ┆ 0.000005 │\n", + "│ 1227 ┆ 10821 ┆ -0.000007 │\n", + "└────────────────┴──────────────────┴────────────┘" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 5: Normalize the factors to account for the flow on the line in outage itself\n", + "bodf = (\n", + " offdiagonal_entries.join(\n", + " diagonal_entries.select(\"outage_line_id\", denominator=1 - pl.col(\"factor\")),\n", + " on=\"outage_line_id\",\n", + " )\n", + " .with_columns(pl.col(\"factor\") / pl.col(\"denominator\"))\n", + " .drop(\"denominator\")\n", + " .rename({\"line_id\": \"affected_line_id\"})\n", + ")\n", + "bodf" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "b4d8f08f", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "outage_line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "affected_line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "17abfbf8-3bf3-45f7-b1d4-2fcc79c7ec65", + "rows": [ + [ + "0", + "2", + "3", + "-0.9999999999999886" + ], + [ + "1", + "2", + "5", + "1.0000000000000229" + ], + [ + "2", + "2", + "6", + "-0.9999999999999314" + ], + [ + "3", + "2", + "615", + "-1.1244633758690893e-05" + ], + [ + "4", + "2", + "616", + "1.6870777797748398e-05" + ], + [ + "5", + "2", + "619", + "1.8177094229577627e-05" + ], + [ + "6", + "2", + "620", + "-3.0425342355841197e-05" + ], + [ + "7", + "2", + "621", + "-3.0425341670146414e-05" + ], + [ + "8", + "2", + "622", + "-2.2550436497497048e-05" + ], + [ + "9", + "2", + "623", + "-1.8177093578167587e-05" + ], + [ + "10", + "2", + "624", + "1.7048691205767515e-05" + ], + [ + "11", + "2", + "625", + "2.3842324362588224e-05" + ], + [ + "12", + "2", + "626", + "-1.3760405154610728e-05" + ], + [ + "13", + "2", + "627", + "1.959460119014245e-05" + ], + [ + "14", + "2", + "632", + "1.12446337358344e-05" + ], + [ + "15", + "2", + "636", + "-3.959912757612532e-05" + ], + [ + "16", + "2", + "637", + "-4.940169470853851e-05" + ], + [ + "17", + "2", + "638", + "3.586794324986843e-05" + ], + [ + "18", + "2", + "640", + "-1.6870777797748398e-05" + ], + [ + "19", + "2", + "642", + "-1.6870777866317877e-05" + ], + [ + "20", + "2", + "643", + "-1.2248248100550013e-05" + ], + [ + "21", + "2", + "644", + "2.9133454450751157e-05" + ], + [ + "22", + "2", + "654", + "-4.4555914461457854e-05" + ], + [ + "23", + "2", + "657", + "1.1602493865465831e-05" + ], + [ + "24", + "2", + "659", + "-1.1819782924916182e-05" + ], + [ + "25", + "2", + "660", + "4.455591373005008e-05" + ], + [ + "26", + "2", + "661", + "5.637569684353233e-05" + ], + [ + "27", + "2", + "662", + "6.984655661965896e-05" + ], + [ + "28", + "2", + "663", + "1.1819782923487651e-05" + ], + [ + "29", + "2", + "665", + "-1.1602493865465831e-05" + ], + [ + "30", + "2", + "667", + "-1.1602493888322324e-05" + ], + [ + "31", + "2", + "670", + "-1.62849362442278e-05" + ], + [ + "32", + "2", + "671", + "3.336907431603369e-05" + ], + [ + "33", + "2", + "672", + "-1.6752563708790297e-05" + ], + [ + "34", + "2", + "673", + "-3.851914414221579e-05" + ], + [ + "35", + "2", + "674", + "3.383670178059619e-05" + ], + [ + "36", + "2", + "682", + "-2.911902590115547e-05" + ], + [ + "37", + "2", + "683", + "3.024742897067857e-05" + ], + [ + "38", + "2", + "684", + "-1.6713677571292518e-05" + ], + [ + "39", + "2", + "685", + "-1.3533751474383916e-05" + ], + [ + "40", + "2", + "687", + "8.900082231466299e-05" + ], + [ + "41", + "2", + "689", + "-8.900082231537724e-05" + ], + [ + "42", + "2", + "691", + "-3.555906140031768e-05" + ], + [ + "43", + "2", + "692", + "5.344176091898803e-05" + ], + [ + "44", + "2", + "707", + "-3.555906138996083e-05" + ], + [ + "45", + "2", + "708", + "-2.5344883302513943e-05" + ], + [ + "46", + "2", + "709", + "-6.090394470533155e-05" + ], + [ + "47", + "2", + "710", + "-2.809687761147423e-05" + ], + [ + "48", + "2", + "712", + "-2.5941738387766676e-05" + ], + [ + "49", + "2", + "713", + "2.7500022529078556e-05" + ] + ], + "shape": { + "columns": 3, + "rows": 10399839 + } + }, + "text/html": [ + "
\n", + "shape: (10_399_839, 3)
outage_line_idaffected_line_idfactor
i64i64f64
23-1.0
251.0
26-1.0
2615-0.000011
26160.000017
………
10821108050.002804
1082110812-0.000023
1082110815-0.000231
1082110819-0.00001
10821108200.000232
" + ], + "text/plain": [ + "shape: (10_399_839, 3)\n", + "┌────────────────┬──────────────────┬───────────┐\n", + "│ outage_line_id ┆ affected_line_id ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞════════════════╪══════════════════╪═══════════╡\n", + "│ 2 ┆ 3 ┆ -1.0 │\n", + "│ 2 ┆ 5 ┆ 1.0 │\n", + "│ 2 ┆ 6 ┆ -1.0 │\n", + "│ 2 ┆ 615 ┆ -0.000011 │\n", + "│ 2 ┆ 616 ┆ 0.000017 │\n", + "│ … ┆ … ┆ … │\n", + "│ 10821 ┆ 10805 ┆ 0.002804 │\n", + "│ 10821 ┆ 10812 ┆ -0.000023 │\n", + "│ 10821 ┆ 10815 ┆ -0.000231 │\n", + "│ 10821 ┆ 10819 ┆ -0.00001 │\n", + "│ 10821 ┆ 10820 ┆ 0.000232 │\n", + "└────────────────┴──────────────────┴───────────┘" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Filter out near zeros\n", + "bodf = bodf.filter(pl.col(\"factor\").abs() > DF_CUTOFF)\n", + "bodf = bodf.sort(\"outage_line_id\", \"affected_line_id\")\n", + "bodf" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "925ac70f", + "metadata": {}, + "outputs": [], + "source": [ + "bodf.write_parquet(snakemake.output[0])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/compute_capacity_factors.py.ipynb b/benchmarks/src/energy_planning/scripts/compute_capacity_factors.py.ipynb new file mode 100644 index 00000000..f1e99961 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/compute_capacity_factors.py.ipynb @@ -0,0 +1,2364 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "6211c84b", + "metadata": {}, + "outputs": [], + "source": [ + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "\n", + "if \"snakemake\" not in globals() or hasattr(snakemake, \"mock\"): # noqa: F821\n", + " snakemake = mock_snakemake(\"compute_capacity_factors\")\n", + "\n", + "VARIABLE_RENEWABLE_TYPES = [\"wind\", \"solar\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "da9a5d3e", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "date", + "rawType": "datetime64[us]", + "type": "unknown" + }, + { + "name": "hour", + "rawType": "int64", + "type": "integer" + }, + { + "name": "interval", + "rawType": "int64", + "type": "integer" + }, + { + "name": "load", + "rawType": "float64", + "type": "float" + }, + { + "name": "solar", + "rawType": "float64", + "type": "float" + }, + { + "name": "wind", + "rawType": "float64", + "type": "float" + }, + { + "name": "net load", + "rawType": "float64", + "type": "float" + }, + { + "name": "renewables", + "rawType": "float64", + "type": "float" + }, + { + "name": "nuclear", + "rawType": "float64", + "type": "float" + }, + { + "name": "large hydro", + "rawType": "float64", + "type": "float" + }, + { + "name": "imports", + "rawType": "float64", + "type": "float" + }, + { + "name": "generation", + "rawType": "float64", + "type": "float" + }, + { + "name": "thermal", + "rawType": "float64", + "type": "float" + }, + { + "name": "load less (generation+imports)", + "rawType": "float64", + "type": "float" + } + ], + "ref": "e5f83ed8-d0e9-4ad2-8838-7a9bff4db22c", + "rows": [ + [ + "0", + "2019-01-01 00:00:00", + "1", + "1", + "22320.49429", + "0.0", + "2862.309099", + "19458.18519", + "4662.44597", + "2272.38118", + "2366.01883", + "6275.014973", + "16047.98977", + "6747.14379", + "-2.510453" + ], + [ + "1", + "2019-01-01 01:00:00", + "2", + "1", + "21527.97042", + "0.0", + "2515.56231", + "19012.40811", + "4282.111911", + "2273.184635", + "2384.25768", + "6232.057172", + "15298.45224", + "6358.898014", + "-2.538992" + ], + [ + "2", + "2019-01-01 02:00:00", + "3", + "1", + "20836.4152", + "0.0", + "2351.416739", + "18484.99846", + "4130.582703", + "2274.356083", + "2160.2123", + "6007.834256", + "14833.19079", + "6268.039704", + "-4.609846" + ], + [ + "3", + "2019-01-01 03:00:00", + "4", + "1", + "20422.81794", + "0.0", + "2445.068525", + "17977.74942", + "4215.448265", + "2274.105854", + "1963.69373", + "5886.635995", + "14539.40932", + "6086.161471", + "-3.227375" + ], + [ + "4", + "2019-01-01 04:00:00", + "5", + "1", + "20263.46628", + "0.0", + "2313.330378", + "17950.1359", + "4088.050291", + "2273.530573", + "1965.07719", + "5883.068751", + "14382.30385", + "6055.645796", + "-1.906321" + ], + [ + "5", + "2019-01-01 05:00:00", + "6", + "1", + "20572.36929", + "0.0", + "2197.45235", + "18374.91694", + "3977.735038", + "2274.716148", + "2162.459746", + "5830.569932", + "14741.25529", + "6326.344358", + "0.544068" + ], + [ + "6", + "2019-01-01 06:00:00", + "7", + "1", + "21239.98307", + "0.0", + "2113.920771", + "19126.0623", + "3895.312616", + "2274.896431", + "2385.791364", + "6012.233232", + "15227.68049", + "6671.68008", + "0.069348" + ], + [ + "7", + "2019-01-01 07:00:00", + "8", + "1", + "21655.14036", + "120.7486299", + "2020.217875", + "19514.17386", + "3915.982881", + "2274.325148", + "2524.693306", + "6120.070713", + "15538.35826", + "6823.356925", + "-3.288613" + ], + [ + "8", + "2019-01-01 08:00:00", + "9", + "1", + "21276.32783", + "3323.465166", + "1912.787588", + "16040.07508", + "7008.667589", + "2274.365081", + "1915.928004", + "4872.739353", + "16401.61804", + "5202.657366", + "1.970437" + ], + [ + "9", + "2019-01-01 09:00:00", + "10", + "1", + "20549.05128", + "7083.321642", + "2005.659654", + "11460.06998", + "10821.76783", + "2273.798847", + "1874.470085", + "1955.538222", + "18596.88868", + "3626.851917", + "-3.375622" + ], + [ + "10", + "2019-01-01 10:00:00", + "11", + "1", + "19971.50823", + "8246.12511", + "1764.749779", + "9960.633341", + "11743.96854", + "2273.551987", + "1754.168028", + "1207.424275", + "18768.09309", + "2996.404536", + "-4.009135" + ], + [ + "11", + "2019-01-01 11:00:00", + "12", + "1", + "19357.3163", + "8213.483251", + "2134.707655", + "9009.125394", + "12067.14494", + "2273.635753", + "1638.897745", + "561.7469544", + "18796.25637", + "2816.577937", + "-0.6870244" + ], + [ + "12", + "2019-01-01 12:00:00", + "13", + "1", + "18782.41305", + "8134.754779", + "1845.316659", + "8802.341612", + "11702.84739", + "2273.466015", + "1513.278947", + "384.8372026", + "18398.70435", + "2909.112002", + "-1.1285026" + ], + [ + "13", + "2019-01-01 13:00:00", + "14", + "1", + "18623.49571", + "8209.571849", + "1599.288739", + "8814.635122", + "11538.53437", + "2272.450811", + "1520.667346", + "79.2124792", + "18539.50607", + "3207.853544", + "4.7771608" + ], + [ + "14", + "2019-01-01 14:00:00", + "15", + "1", + "18972.96778", + "8144.152757", + "1230.01239", + "9598.802633", + "11101.54477", + "2273.382511", + "1654.737123", + "513.9563047", + "18458.81288", + "3429.148475", + "0.1985953" + ], + [ + "15", + "2019-01-01 15:00:00", + "16", + "1", + "19870.34404", + "6600.789762", + "879.3761065", + "12390.17817", + "9216.039447", + "2273.019975", + "1878.029823", + "2259.946249", + "17613.11618", + "4246.026936", + "-2.718389" + ], + [ + "16", + "2019-01-01 16:00:00", + "17", + "1", + "21612.12003", + "2179.982793", + "574.6648897", + "18857.47235", + "4572.142213", + "2271.848619", + "2524.966043", + "6109.796261", + "15510.68096", + "6141.724085", + "-8.357191" + ], + [ + "17", + "2019-01-01 17:00:00", + "18", + "1", + "24854.7669", + "0.0", + "496.7340867", + "24358.03281", + "2403.281208", + "2272.970496", + "3139.981059", + "8138.975206", + "16721.93179", + "8905.699027", + "-6.140096" + ], + [ + "18", + "2019-01-01 18:00:00", + "19", + "1", + "26906.95656", + "0.0", + "424.2454701", + "26482.71109", + "2397.940217", + "2273.147035", + "3382.409881", + "9178.554946", + "17725.86647", + "9672.369337", + "2.535144" + ], + [ + "19", + "2019-01-01 19:00:00", + "20", + "1", + "26827.0943", + "0.0", + "378.3051842", + "26448.78912", + "2350.166045", + "2272.384061", + "3288.932016", + "9438.91177", + "17396.11852", + "9484.636398", + "-7.93599" + ], + [ + "20", + "2019-01-01 20:00:00", + "21", + "1", + "26597.86466", + "0.0", + "355.7423677", + "26242.12229", + "2277.479563", + "2272.139347", + "3126.525996", + "9627.625076", + "16970.28905", + "9294.144144", + "-0.049466" + ], + [ + "21", + "2019-01-01 21:00:00", + "22", + "1", + "25928.58601", + "0.0", + "343.6428066", + "25584.9432", + "2208.454132", + "2272.66853", + "2609.253918", + "9721.299818", + "16208.27495", + "9117.89837", + "-0.988758" + ], + [ + "22", + "2019-01-01 22:00:00", + "23", + "1", + "24585.28957", + "0.0", + "284.3460237", + "24300.94355", + "2095.025008", + "2272.186847", + "2393.749637", + "9322.654457", + "15261.75963", + "8500.798138", + "0.875483" + ], + [ + "23", + "2019-01-01 23:00:00", + "24", + "1", + "22959.91243", + "0.0", + "244.0472577", + "22715.86517", + "2035.78856", + "2274.920359", + "2196.33506", + "8477.614961", + "14482.18592", + "7975.141941", + "0.111549" + ], + [ + "24", + "2019-01-02 00:00:00", + "1", + "1", + "21633.61875", + "0.0", + "244.68714", + "21388.93161", + "2028.773742", + "2273.799125", + "2012.877306", + "8017.7109", + "13622.33565", + "7306.885477", + "-6.4278" + ], + [ + "25", + "2019-01-02 01:00:00", + "2", + "1", + "20870.02115", + "0.0", + "185.721107", + "20684.30004", + "1962.342948", + "2270.827124", + "1974.087196", + "7416.381701", + "13454.71707", + "7247.459802", + "-1.077621" + ], + [ + "26", + "2019-01-02 02:00:00", + "3", + "1", + "20348.85095", + "0.0", + "262.9209558", + "20085.92999", + "2039.328889", + "2272.030364", + "1797.580514", + "7131.02207", + "13214.71082", + "7105.771053", + "3.11806" + ], + [ + "27", + "2019-01-02 03:00:00", + "4", + "1", + "20265.13942", + "0.0", + "288.3642907", + "19976.77513", + "2071.479192", + "2271.870265", + "1797.399962", + "6802.011826", + "13463.4439", + "7322.694481", + "-0.316306" + ], + [ + "28", + "2019-01-02 04:00:00", + "5", + "1", + "20662.20984", + "0.0", + "300.4617068", + "20361.74813", + "2077.341749", + "2271.504119", + "1775.504508", + "7252.596301", + "13413.44755", + "7289.097174", + "-3.834011" + ], + [ + "29", + "2019-01-02 05:00:00", + "6", + "1", + "21896.33914", + "0.0", + "368.9774941", + "21527.36165", + "2164.430642", + "2271.995251", + "2226.736454", + "7448.94171", + "14445.42313", + "7782.260783", + "1.9743" + ], + [ + "30", + "2019-01-02 06:00:00", + "7", + "1", + "23756.91346", + "0.0", + "391.6341904", + "23365.27927", + "2217.023344", + "2272.221119", + "2616.592052", + "8133.976946", + "15624.31261", + "8518.476095", + "-1.376096" + ], + [ + "31", + "2019-01-02 07:00:00", + "8", + "1", + "25669.68026", + "106.2458184", + "467.4681241", + "25095.96632", + "2391.047792", + "2272.065257", + "3097.476695", + "8869.632503", + "16803.58738", + "9042.997636", + "-3.539623" + ], + [ + "32", + "2019-01-02 08:00:00", + "9", + "1", + "25903.23221", + "3406.888845", + "426.7785365", + "22069.56483", + "5647.218811", + "2271.79049", + "2533.154927", + "7604.15464", + "18300.06313", + "7847.898902", + "-0.98556" + ], + [ + "33", + "2019-01-02 09:00:00", + "10", + "1", + "25048.35671", + "7279.473819", + "365.1541965", + "17403.72869", + "9429.550985", + "2272.987184", + "2055.353276", + "5072.022584", + "19973.6849", + "6215.793455", + "2.649226" + ], + [ + "34", + "2019-01-02 10:00:00", + "11", + "1", + "23997.94771", + "8172.562872", + "411.2468222", + "15414.13802", + "10351.99069", + "2273.195893", + "1660.438933", + "4091.506086", + "19906.16533", + "5620.539814", + "0.276294" + ], + [ + "35", + "2019-01-02 11:00:00", + "12", + "1", + "23176.45437", + "8098.465423", + "366.9450035", + "14711.04394", + "10214.12314", + "2272.130587", + "1592.783787", + "3443.858506", + "19724.55355", + "5645.516034", + "8.042314" + ], + [ + "36", + "2019-01-02 12:00:00", + "13", + "1", + "22466.60197", + "8034.147597", + "491.4250371", + "13941.02934", + "10245.25448", + "2271.053746", + "1533.722859", + "2861.529545", + "19604.17311", + "5554.142026", + "0.899315" + ], + [ + "37", + "2019-01-02 13:00:00", + "14", + "1", + "22265.04429", + "8156.417158", + "303.376274", + "13805.25086", + "10176.27372", + "2271.34002", + "1509.663614", + "2890.775445", + "19376.87431", + "5419.596953", + "-2.605465" + ], + [ + "38", + "2019-01-02 14:00:00", + "15", + "1", + "22402.34281", + "8220.990502", + "273.649285", + "13907.70302", + "10252.69658", + "2272.55714", + "1499.532337", + "3168.297763", + "19235.75265", + "5210.966598", + "-1.707603" + ], + [ + "39", + "2019-01-02 15:00:00", + "16", + "1", + "23059.74686", + "6904.620718", + "224.4720777", + "15930.65406", + "8909.090896", + "2271.579588", + "1682.670562", + "4007.990639", + "19054.92609", + "6191.585044", + "-3.169869" + ], + [ + "40", + "2019-01-02 16:00:00", + "17", + "1", + "24588.88599", + "2323.883872", + "246.106184", + "22018.89593", + "4392.610938", + "2270.380115", + "2295.450172", + "7346.533393", + "17260.28658", + "8301.845355", + "-17.933983" + ], + [ + "41", + "2019-01-02 17:00:00", + "18", + "1", + "27227.50637", + "87.71705322", + "156.528272", + "26983.26104", + "2179.471092", + "2271.578851", + "3195.531871", + "8650.519688", + "18579.70878", + "10933.12697", + "-2.722098" + ], + [ + "42", + "2019-01-02 18:00:00", + "19", + "1", + "29175.12039", + "54.06613467", + "231.9056236", + "28889.14863", + "2246.049032", + "2271.988515", + "3363.186373", + "9807.133987", + "19371.87349", + "11490.64957", + "-3.887087" + ], + [ + "43", + "2019-01-02 19:00:00", + "20", + "1", + "29018.31309", + "55.34692941", + "309.006392", + "28653.95977", + "2323.484501", + "2270.648651", + "3540.142457", + "9473.083256", + "19544.91834", + "11410.64273", + "0.311494" + ], + [ + "44", + "2019-01-02 20:00:00", + "21", + "1", + "28759.32579", + "44.08771266", + "349.6094679", + "28365.62861", + "2355.653433", + "2271.312999", + "3621.718177", + "9514.708334", + "19248.88066", + "11000.19605", + "-4.263204" + ], + [ + "45", + "2019-01-02 21:00:00", + "22", + "1", + "28097.14465", + "0.0", + "477.3284007", + "27619.81625", + "2368.066529", + "2271.084041", + "3081.262146", + "10135.8434", + "17965.73341", + "10245.32069", + "-4.43216" + ], + [ + "46", + "2019-01-02 22:00:00", + "23", + "1", + "26483.14455", + "0.0", + "537.7153602", + "25945.42919", + "2403.305999", + "2270.853514", + "2591.269943", + "9747.428377", + "16729.24498", + "9463.815524", + "6.471193" + ], + [ + "47", + "2019-01-02 23:00:00", + "24", + "1", + "24630.88112", + "0.0", + "559.9648354", + "24070.91628", + "2350.626413", + "2273.738001", + "2160.143066", + "8971.857625", + "15658.24974", + "8873.74226", + "0.773755" + ], + [ + "48", + "2019-01-03 00:00:00", + "1", + "1", + "23103.58395", + "0.0", + "619.2186228", + "22484.36533", + "2388.866817", + "2272.711502", + "1995.489851", + "8310.251569", + "14789.47953", + "8132.41136", + "3.852851" + ], + [ + "49", + "2019-01-03 01:00:00", + "2", + "1", + "22119.32597", + "0.0", + "676.4410226", + "21442.88495", + "2441.984572", + "2268.974912", + "1699.102215", + "7841.184948", + "14281.5713", + "7871.509601", + "-3.430278" + ] + ], + "shape": { + "columns": 14, + "rows": 8760 + } + }, + "text/html": [ + "
\n", + "shape: (8_760, 14)
datehourintervalloadsolarwindnet loadrenewablesnuclearlarge hydroimportsgenerationthermalload less (generation+imports)
datetime[μs]i64i64f64f64f64f64f64f64f64f64f64f64f64
2019-01-01 00:00:001122320.494290.02862.30909919458.185194662.445972272.381182366.018836275.01497316047.989776747.14379-2.510453
2019-01-01 01:00:002121527.970420.02515.5623119012.408114282.1119112273.1846352384.257686232.05717215298.452246358.898014-2.538992
2019-01-01 02:00:003120836.41520.02351.41673918484.998464130.5827032274.3560832160.21236007.83425614833.190796268.039704-4.609846
2019-01-01 03:00:004120422.817940.02445.06852517977.749424215.4482652274.1058541963.693735886.63599514539.409326086.161471-3.227375
2019-01-01 04:00:005120263.466280.02313.33037817950.13594088.0502912273.5305731965.077195883.06875114382.303856055.645796-1.906321
……………………………………
2019-12-31 19:00:0020126376.329560.0363.49341326012.836151852.5916972271.2643353327.3328310898.0266715471.027368019.8384987.27553
2019-12-31 20:00:0021125430.993070.0353.85594725077.137121838.5747232271.7174853232.24104410287.7733315137.3817794.8477485.83874
2019-12-31 21:00:0022124520.571460.0273.71748824246.853971759.8078442271.3086643051.200039798.53333314718.523347636.2068033.514787
2019-12-31 22:00:0023123638.430470.0224.39231623414.038151660.730122273.9281472556.7045489517.614111.960417620.5975958.87006
2019-12-31 23:00:0024122887.324060.0328.34140122558.982661716.4154212275.5439841564.5513229183.37333313682.895368126.38463321.055367
" + ], + "text/plain": [ + "shape: (8_760, 14)\n", + "┌────────────┬──────┬──────────┬────────────┬───┬────────────┬────────────┬────────────┬───────────┐\n", + "│ date ┆ hour ┆ interval ┆ load ┆ … ┆ imports ┆ generation ┆ thermal ┆ load less │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ (generati │\n", + "│ datetime[μ ┆ i64 ┆ i64 ┆ f64 ┆ ┆ f64 ┆ f64 ┆ f64 ┆ on+import │\n", + "│ s] ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ s) │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ --- │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ f64 │\n", + "╞════════════╪══════╪══════════╪════════════╪═══╪════════════╪════════════╪════════════╪═══════════╡\n", + "│ 2019-01-01 ┆ 1 ┆ 1 ┆ 22320.4942 ┆ … ┆ 6275.01497 ┆ 16047.9897 ┆ 6747.14379 ┆ -2.510453 │\n", + "│ 00:00:00 ┆ ┆ ┆ 9 ┆ ┆ 3 ┆ 7 ┆ ┆ │\n", + "│ 2019-01-01 ┆ 2 ┆ 1 ┆ 21527.9704 ┆ … ┆ 6232.05717 ┆ 15298.4522 ┆ 6358.89801 ┆ -2.538992 │\n", + "│ 01:00:00 ┆ ┆ ┆ 2 ┆ ┆ 2 ┆ 4 ┆ 4 ┆ │\n", + "│ 2019-01-01 ┆ 3 ┆ 1 ┆ 20836.4152 ┆ … ┆ 6007.83425 ┆ 14833.1907 ┆ 6268.03970 ┆ -4.609846 │\n", + "│ 02:00:00 ┆ ┆ ┆ ┆ ┆ 6 ┆ 9 ┆ 4 ┆ │\n", + "│ 2019-01-01 ┆ 4 ┆ 1 ┆ 20422.8179 ┆ … ┆ 5886.63599 ┆ 14539.4093 ┆ 6086.16147 ┆ -3.227375 │\n", + "│ 03:00:00 ┆ ┆ ┆ 4 ┆ ┆ 5 ┆ 2 ┆ 1 ┆ │\n", + "│ 2019-01-01 ┆ 5 ┆ 1 ┆ 20263.4662 ┆ … ┆ 5883.06875 ┆ 14382.3038 ┆ 6055.64579 ┆ -1.906321 │\n", + "│ 04:00:00 ┆ ┆ ┆ 8 ┆ ┆ 1 ┆ 5 ┆ 6 ┆ │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 2019-12-31 ┆ 20 ┆ 1 ┆ 26376.3295 ┆ … ┆ 10898.0266 ┆ 15471.0273 ┆ 8019.83849 ┆ 7.27553 │\n", + "│ 19:00:00 ┆ ┆ ┆ 6 ┆ ┆ 7 ┆ 6 ┆ 8 ┆ │\n", + "│ 2019-12-31 ┆ 21 ┆ 1 ┆ 25430.9930 ┆ … ┆ 10287.7733 ┆ 15137.381 ┆ 7794.84774 ┆ 5.83874 │\n", + "│ 20:00:00 ┆ ┆ ┆ 7 ┆ ┆ 3 ┆ ┆ 8 ┆ │\n", + "│ 2019-12-31 ┆ 22 ┆ 1 ┆ 24520.5714 ┆ … ┆ 9798.53333 ┆ 14718.5233 ┆ 7636.20680 ┆ 3.514787 │\n", + "│ 21:00:00 ┆ ┆ ┆ 6 ┆ ┆ 3 ┆ 4 ┆ 3 ┆ │\n", + "│ 2019-12-31 ┆ 23 ┆ 1 ┆ 23638.4304 ┆ … ┆ 9517.6 ┆ 14111.9604 ┆ 7620.59759 ┆ 8.87006 │\n", + "│ 22:00:00 ┆ ┆ ┆ 7 ┆ ┆ ┆ 1 ┆ 5 ┆ │\n", + "│ 2019-12-31 ┆ 24 ┆ 1 ┆ 22887.3240 ┆ … ┆ 9183.37333 ┆ 13682.8953 ┆ 8126.38463 ┆ 21.055367 │\n", + "│ 23:00:00 ┆ ┆ ┆ 6 ┆ ┆ 3 ┆ 6 ┆ 3 ┆ │\n", + "└────────────┴──────┴──────────┴────────────┴───┴────────────┴────────────┴────────────┴───────────┘" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gen = pl.read_parquet(snakemake.input.gen_capacity)\n", + "df = pl.read_csv(snakemake.input.gen_dispatch, null_values=[\"NA\", \"#VALUE!\"])\n", + "df = df.with_columns(pl.col(\"Date\").str.to_datetime(\"%d-%m-%Y %H:%M\"))\n", + "df = df.rename(lambda c: c.lower()).rename({\"date\": \"datetime\"})\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d3e06723", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "limit", + "rawType": "float64", + "type": "float" + } + ], + "ref": "dbe6703b-9165-46d8-bbce-6ecde5d428dd", + "rows": [ + [ + "0", + "hydro", + "26349797.3335634" + ] + ], + "shape": { + "columns": 2, + "rows": 1 + } + }, + "text/html": [ + "
\n", + "shape: (1, 2)
typelimit
strf64
"hydro"2.6350e7
" + ], + "text/plain": [ + "shape: (1, 2)\n", + "┌───────┬──────────┐\n", + "│ type ┆ limit │\n", + "│ --- ┆ --- │\n", + "│ str ┆ f64 │\n", + "╞═══════╪══════════╡\n", + "│ hydro ┆ 2.6350e7 │\n", + "└───────┴──────────┘" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# get large hydro upper limit\n", + "max_energy_genearation = pl.DataFrame(\n", + " {\"type\": [\"hydro\"], \"limit\": [df.get_column(\"large hydro\").sum()]}\n", + ")\n", + "max_energy_genearation.write_parquet(snakemake.output.yearly_limit)\n", + "max_energy_genearation" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "9f9e2b5b", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + } + ], + "ref": "1e2d5b07-d827-4585-b351-0a7267ddf837", + "rows": [ + [ + "0", + "solar", + "12795.400002060003" + ], + [ + "1", + "wind", + "5302.999999999998" + ] + ], + "shape": { + "columns": 2, + "rows": 2 + } + }, + "text/html": [ + "
\n", + "shape: (2, 2)
typePmax
strf64
"solar"12795.400002
"wind"5303.0
" + ], + "text/plain": [ + "shape: (2, 2)\n", + "┌───────┬──────────────┐\n", + "│ type ┆ Pmax │\n", + "│ --- ┆ --- │\n", + "│ str ┆ f64 │\n", + "╞═══════╪══════════════╡\n", + "│ solar ┆ 12795.400002 │\n", + "│ wind ┆ 5303.0 │\n", + "└───────┴──────────────┘" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_capacity = (\n", + " gen.select(\"type\", \"Pmax\")\n", + " .group_by(\"type\")\n", + " .sum()\n", + " .filter(pl.col(\"type\").is_in(VARIABLE_RENEWABLE_TYPES))\n", + ")\n", + "max_capacity" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bcbec691", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "date", + "rawType": "datetime64[us]", + "type": "unknown" + }, + { + "name": "wind", + "rawType": "float64", + "type": "float" + }, + { + "name": "solar", + "rawType": "float64", + "type": "float" + } + ], + "ref": "7247d3fe-0e2d-4515-99b2-6ad776b8803d", + "rows": [ + [ + "0", + "2019-01-01 00:00:00", + "2862.309099", + "0.0" + ], + [ + "1", + "2019-01-01 01:00:00", + "2515.56231", + "0.0" + ], + [ + "2", + "2019-01-01 02:00:00", + "2351.416739", + "0.0" + ], + [ + "3", + "2019-01-01 03:00:00", + "2445.068525", + "0.0" + ], + [ + "4", + "2019-01-01 04:00:00", + "2313.330378", + "0.0" + ], + [ + "5", + "2019-01-01 05:00:00", + "2197.45235", + "0.0" + ], + [ + "6", + "2019-01-01 06:00:00", + "2113.920771", + "0.0" + ], + [ + "7", + "2019-01-01 07:00:00", + "2020.217875", + "120.7486299" + ], + [ + "8", + "2019-01-01 08:00:00", + "1912.787588", + "3323.465166" + ], + [ + "9", + "2019-01-01 09:00:00", + "2005.659654", + "7083.321642" + ], + [ + "10", + "2019-01-01 10:00:00", + "1764.749779", + "8246.12511" + ], + [ + "11", + "2019-01-01 11:00:00", + "2134.707655", + "8213.483251" + ], + [ + "12", + "2019-01-01 12:00:00", + "1845.316659", + "8134.754779" + ], + [ + "13", + "2019-01-01 13:00:00", + "1599.288739", + "8209.571849" + ], + [ + "14", + "2019-01-01 14:00:00", + "1230.01239", + "8144.152757" + ], + [ + "15", + "2019-01-01 15:00:00", + "879.3761065", + "6600.789762" + ], + [ + "16", + "2019-01-01 16:00:00", + "574.6648897", + "2179.982793" + ], + [ + "17", + "2019-01-01 17:00:00", + "496.7340867", + "0.0" + ], + [ + "18", + "2019-01-01 18:00:00", + "424.2454701", + "0.0" + ], + [ + "19", + "2019-01-01 19:00:00", + "378.3051842", + "0.0" + ], + [ + "20", + "2019-01-01 20:00:00", + "355.7423677", + "0.0" + ], + [ + "21", + "2019-01-01 21:00:00", + "343.6428066", + "0.0" + ], + [ + "22", + "2019-01-01 22:00:00", + "284.3460237", + "0.0" + ], + [ + "23", + "2019-01-01 23:00:00", + "244.0472577", + "0.0" + ], + [ + "24", + "2019-01-02 00:00:00", + "244.68714", + "0.0" + ], + [ + "25", + "2019-01-02 01:00:00", + "185.721107", + "0.0" + ], + [ + "26", + "2019-01-02 02:00:00", + "262.9209558", + "0.0" + ], + [ + "27", + "2019-01-02 03:00:00", + "288.3642907", + "0.0" + ], + [ + "28", + "2019-01-02 04:00:00", + "300.4617068", + "0.0" + ], + [ + "29", + "2019-01-02 05:00:00", + "368.9774941", + "0.0" + ], + [ + "30", + "2019-01-02 06:00:00", + "391.6341904", + "0.0" + ], + [ + "31", + "2019-01-02 07:00:00", + "467.4681241", + "106.2458184" + ], + [ + "32", + "2019-01-02 08:00:00", + "426.7785365", + "3406.888845" + ], + [ + "33", + "2019-01-02 09:00:00", + "365.1541965", + "7279.473819" + ], + [ + "34", + "2019-01-02 10:00:00", + "411.2468222", + "8172.562872" + ], + [ + "35", + "2019-01-02 11:00:00", + "366.9450035", + "8098.465423" + ], + [ + "36", + "2019-01-02 12:00:00", + "491.4250371", + "8034.147597" + ], + [ + "37", + "2019-01-02 13:00:00", + "303.376274", + "8156.417158" + ], + [ + "38", + "2019-01-02 14:00:00", + "273.649285", + "8220.990502" + ], + [ + "39", + "2019-01-02 15:00:00", + "224.4720777", + "6904.620718" + ], + [ + "40", + "2019-01-02 16:00:00", + "246.106184", + "2323.883872" + ], + [ + "41", + "2019-01-02 17:00:00", + "156.528272", + "87.71705322" + ], + [ + "42", + "2019-01-02 18:00:00", + "231.9056236", + "54.06613467" + ], + [ + "43", + "2019-01-02 19:00:00", + "309.006392", + "55.34692941" + ], + [ + "44", + "2019-01-02 20:00:00", + "349.6094679", + "44.08771266" + ], + [ + "45", + "2019-01-02 21:00:00", + "477.3284007", + "0.0" + ], + [ + "46", + "2019-01-02 22:00:00", + "537.7153602", + "0.0" + ], + [ + "47", + "2019-01-02 23:00:00", + "559.9648354", + "0.0" + ], + [ + "48", + "2019-01-03 00:00:00", + "619.2186228", + "0.0" + ], + [ + "49", + "2019-01-03 01:00:00", + "676.4410226", + "0.0" + ] + ], + "shape": { + "columns": 3, + "rows": 8760 + } + }, + "text/html": [ + "
\n", + "shape: (8_760, 3)
datewindsolar
datetime[μs]f64f64
2019-01-01 00:00:002862.3090990.0
2019-01-01 01:00:002515.562310.0
2019-01-01 02:00:002351.4167390.0
2019-01-01 03:00:002445.0685250.0
2019-01-01 04:00:002313.3303780.0
………
2019-12-31 19:00:00363.4934130.0
2019-12-31 20:00:00353.8559470.0
2019-12-31 21:00:00273.7174880.0
2019-12-31 22:00:00224.3923160.0
2019-12-31 23:00:00328.3414010.0
" + ], + "text/plain": [ + "shape: (8_760, 3)\n", + "┌─────────────────────┬─────────────┬───────┐\n", + "│ date ┆ wind ┆ solar │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ datetime[μs] ┆ f64 ┆ f64 │\n", + "╞═════════════════════╪═════════════╪═══════╡\n", + "│ 2019-01-01 00:00:00 ┆ 2862.309099 ┆ 0.0 │\n", + "│ 2019-01-01 01:00:00 ┆ 2515.56231 ┆ 0.0 │\n", + "│ 2019-01-01 02:00:00 ┆ 2351.416739 ┆ 0.0 │\n", + "│ 2019-01-01 03:00:00 ┆ 2445.068525 ┆ 0.0 │\n", + "│ 2019-01-01 04:00:00 ┆ 2313.330378 ┆ 0.0 │\n", + "│ … ┆ … ┆ … │\n", + "│ 2019-12-31 19:00:00 ┆ 363.493413 ┆ 0.0 │\n", + "│ 2019-12-31 20:00:00 ┆ 353.855947 ┆ 0.0 │\n", + "│ 2019-12-31 21:00:00 ┆ 273.717488 ┆ 0.0 │\n", + "│ 2019-12-31 22:00:00 ┆ 224.392316 ┆ 0.0 │\n", + "│ 2019-12-31 23:00:00 ┆ 328.341401 ┆ 0.0 │\n", + "└─────────────────────┴─────────────┴───────┘" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = df.select([\"datetime\"] + VARIABLE_RENEWABLE_TYPES)\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "86728c42", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "date", + "rawType": "datetime64[us]", + "type": "unknown" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "capacity_factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "c6999fa4-0de3-4dc6-8c5d-8e1794b0a8d0", + "rows": [ + [ + "0", + "2019-01-01 00:00:00", + "wind", + "0.5397528001131437" + ], + [ + "1", + "2019-01-01 01:00:00", + "wind", + "0.47436588911936656" + ], + [ + "2", + "2019-01-01 02:00:00", + "wind", + "0.4434125474259854" + ], + [ + "3", + "2019-01-01 03:00:00", + "wind", + "0.46107269941542545" + ], + [ + "4", + "2019-01-01 04:00:00", + "wind", + "0.43623050688289666" + ], + [ + "5", + "2019-01-01 05:00:00", + "wind", + "0.4143790967376958" + ], + [ + "6", + "2019-01-01 06:00:00", + "wind", + "0.39862733754478613" + ], + [ + "7", + "2019-01-01 07:00:00", + "wind", + "0.38095754761455797" + ], + [ + "8", + "2019-01-01 08:00:00", + "wind", + "0.3606991491608525" + ], + [ + "9", + "2019-01-01 09:00:00", + "wind", + "0.3782122673958139" + ], + [ + "10", + "2019-01-01 10:00:00", + "wind", + "0.3327832885159345" + ], + [ + "11", + "2019-01-01 11:00:00", + "wind", + "0.40254717235527077" + ], + [ + "12", + "2019-01-01 12:00:00", + "wind", + "0.34797598698849724" + ], + [ + "13", + "2019-01-01 13:00:00", + "wind", + "0.3015818855364889" + ], + [ + "14", + "2019-01-01 14:00:00", + "wind", + "0.23194651895153698" + ], + [ + "15", + "2019-01-01 15:00:00", + "wind", + "0.1658261562323214" + ], + [ + "16", + "2019-01-01 16:00:00", + "wind", + "0.10836599843484825" + ], + [ + "17", + "2019-01-01 17:00:00", + "wind", + "0.09367039160852351" + ], + [ + "18", + "2019-01-01 18:00:00", + "wind", + "0.0800010315104658" + ], + [ + "19", + "2019-01-01 19:00:00", + "wind", + "0.07133795666603812" + ], + [ + "20", + "2019-01-01 20:00:00", + "wind", + "0.06708322981331324" + ], + [ + "21", + "2019-01-01 21:00:00", + "wind", + "0.06480158525363004" + ], + [ + "22", + "2019-01-01 22:00:00", + "wind", + "0.053619842296813144" + ], + [ + "23", + "2019-01-01 23:00:00", + "wind", + "0.046020602998302865" + ], + [ + "24", + "2019-01-02 00:00:00", + "wind", + "0.0461412672072412" + ], + [ + "25", + "2019-01-02 01:00:00", + "wind", + "0.03502189458796909" + ], + [ + "26", + "2019-01-02 02:00:00", + "wind", + "0.04957966354893459" + ], + [ + "27", + "2019-01-02 03:00:00", + "wind", + "0.05437757697529703" + ], + [ + "28", + "2019-01-02 04:00:00", + "wind", + "0.05665881704695458" + ], + [ + "29", + "2019-01-02 05:00:00", + "wind", + "0.06957901076749012" + ], + [ + "30", + "2019-01-02 06:00:00", + "wind", + "0.07385144076937586" + ], + [ + "31", + "2019-01-02 07:00:00", + "wind", + "0.08815163569677545" + ], + [ + "32", + "2019-01-02 08:00:00", + "wind", + "0.08047869818970396" + ], + [ + "33", + "2019-01-02 09:00:00", + "wind", + "0.06885804195738264" + ], + [ + "34", + "2019-01-02 10:00:00", + "wind", + "0.07754984389967946" + ], + [ + "35", + "2019-01-02 11:00:00", + "wind", + "0.0691957389213653" + ], + [ + "36", + "2019-01-02 12:00:00", + "wind", + "0.09266925082029044" + ], + [ + "37", + "2019-01-02 13:00:00", + "wind", + "0.05720842428813882" + ], + [ + "38", + "2019-01-02 14:00:00", + "wind", + "0.051602731472751295" + ], + [ + "39", + "2019-01-02 15:00:00", + "wind", + "0.04232926224778429" + ], + [ + "40", + "2019-01-02 16:00:00", + "wind", + "0.046408859890627964" + ], + [ + "41", + "2019-01-02 17:00:00", + "wind", + "0.029516928531020187" + ], + [ + "42", + "2019-01-02 18:00:00", + "wind", + "0.04373102462756932" + ], + [ + "43", + "2019-01-02 19:00:00", + "wind", + "0.05827010974919859" + ], + [ + "44", + "2019-01-02 20:00:00", + "wind", + "0.06592673352819162" + ], + [ + "45", + "2019-01-02 21:00:00", + "wind", + "0.0900110127663587" + ], + [ + "46", + "2019-01-02 22:00:00", + "wind", + "0.10139833305676035" + ], + [ + "47", + "2019-01-02 23:00:00", + "wind", + "0.10559397235527064" + ], + [ + "48", + "2019-01-03 00:00:00", + "wind", + "0.1167676075429003" + ], + [ + "49", + "2019-01-03 01:00:00", + "wind", + "0.12755817887987936" + ] + ], + "shape": { + "columns": 3, + "rows": 17520 + } + }, + "text/html": [ + "
\n", + "shape: (17_520, 3)
datetypecapacity_factor
datetime[μs]strf64
2019-01-01 00:00:00"wind"0.539753
2019-01-01 01:00:00"wind"0.474366
2019-01-01 02:00:00"wind"0.443413
2019-01-01 03:00:00"wind"0.461073
2019-01-01 04:00:00"wind"0.436231
………
2019-12-31 19:00:00"solar"0.0
2019-12-31 20:00:00"solar"0.0
2019-12-31 21:00:00"solar"0.0
2019-12-31 22:00:00"solar"0.0
2019-12-31 23:00:00"solar"0.0
" + ], + "text/plain": [ + "shape: (17_520, 3)\n", + "┌─────────────────────┬───────┬─────────────────┐\n", + "│ date ┆ type ┆ capacity_factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ datetime[μs] ┆ str ┆ f64 │\n", + "╞═════════════════════╪═══════╪═════════════════╡\n", + "│ 2019-01-01 00:00:00 ┆ wind ┆ 0.539753 │\n", + "│ 2019-01-01 01:00:00 ┆ wind ┆ 0.474366 │\n", + "│ 2019-01-01 02:00:00 ┆ wind ┆ 0.443413 │\n", + "│ 2019-01-01 03:00:00 ┆ wind ┆ 0.461073 │\n", + "│ 2019-01-01 04:00:00 ┆ wind ┆ 0.436231 │\n", + "│ … ┆ … ┆ … │\n", + "│ 2019-12-31 19:00:00 ┆ solar ┆ 0.0 │\n", + "│ 2019-12-31 20:00:00 ┆ solar ┆ 0.0 │\n", + "│ 2019-12-31 21:00:00 ┆ solar ┆ 0.0 │\n", + "│ 2019-12-31 22:00:00 ┆ solar ┆ 0.0 │\n", + "│ 2019-12-31 23:00:00 ┆ solar ┆ 0.0 │\n", + "└─────────────────────┴───────┴─────────────────┘" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2\n", + "for gen_type in VARIABLE_RENEWABLE_TYPES:\n", + " df3 = df3.with_columns(\n", + " pl.col(gen_type)\n", + " / max_capacity.filter(pl.col(\"type\") == gen_type).get_column(\"Pmax\")\n", + " )\n", + "df3 = df3.unpivot(\n", + " index=[\"datetime\"], variable_name=\"type\", value_name=\"capacity_factor\"\n", + ")\n", + "df3" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9e606609", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "alt.Chart(...)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cf_by_hour = (\n", + " df3.group_by(pl.col(\"datetime\").dt.hour().alias(\"hour\"), \"type\")\n", + " .mean()\n", + " .sort(\"hour\")\n", + " .drop(\"datetime\")\n", + ")\n", + "cf_by_hour.plot.line(x=\"hour\", y=\"capacity_factor\", color=\"type\").properties(\n", + " title=\"Capacity Factors by Hour\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "494a4fac", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "alt.Chart(...)" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cf_by_hour = (\n", + " df3.group_by(pl.col(\"datetime\").dt.month().alias(\"month\"), \"type\")\n", + " .mean()\n", + " .sort(\"month\")\n", + " .drop(\"datetime\")\n", + ")\n", + "cf_by_hour.plot.line(x=\"month\", y=\"capacity_factor\", color=\"type\").properties(\n", + " title=\"Capacity Factors by Month\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "3332c7b4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "alt.Chart(...)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dist_bucket_edges = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]\n", + "df3.filter(pl.col(\"type\") == \"solar\").get_column(\"capacity_factor\").hist(\n", + " bins=dist_bucket_edges, include_category=True\n", + ").plot.bar(x=\"category\", y=\"count\").properties(\n", + " title=\"Solar Capacity Factor Distribution\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "dfb8ad96", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "alt.Chart(...)" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3.filter(pl.col(\"type\") == \"wind\").get_column(\"capacity_factor\").hist(\n", + " bins=dist_bucket_edges, include_category=True\n", + ").plot.bar(x=\"category\", y=\"count\").properties(\n", + " title=\"Wind Capacity Factor Distribution\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e7f3ed2", + "metadata": {}, + "outputs": [], + "source": [ + "df3.write_parquet(snakemake.output.vcf)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/compute_power_transfer_dist_facts.py.ipynb b/benchmarks/src/energy_planning/scripts/compute_power_transfer_dist_facts.py.ipynb new file mode 100644 index 00000000..bf6ccd2c --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/compute_power_transfer_dist_facts.py.ipynb @@ -0,0 +1,2638 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5547176a", + "metadata": {}, + "source": [ + "# Compute Power Transfer Distribution Factors" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "fce69ece", + "metadata": {}, + "outputs": [], + "source": [ + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "from scipy.sparse import coo_array, diags_array\n", + "from sksparse.cholmod import cholesky\n", + "\n", + "DF_CUTOFF = 1e-10\n", + "\n", + "if \"snakemake\" not in globals(): # noqa: F821\n", + " snakemake = mock_snakemake(\"compute_ptdf\")\n", + "\n", + "lines = pl.read_parquet(\n", + " snakemake.input.lines, columns=[\"line_id\", \"from_bus\", \"to_bus\", \"reactance\"]\n", + ")\n", + "L = lines.height" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "4b8682c8", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_index", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "from_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "to_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "reactance", + "rawType": "float64", + "type": "float" + } + ], + "ref": "dd4e7e14-eaad-4297-81db-98c00124753d", + "rows": [ + [ + "0", + "0", + "1", + "2410", + "0.00021897303500000001" + ], + [ + "1", + "1", + "20", + "2410", + "0.007485376740000001" + ], + [ + "2", + "2", + "2410", + "2411", + "0.0161378013" + ], + [ + "3", + "3", + "1618", + "2411", + "0.00046868664299999993" + ], + [ + "4", + "4", + "1617", + "2411", + "0.00410435055" + ], + [ + "5", + "5", + "1617", + "2412", + "0.007016112089999999" + ], + [ + "6", + "6", + "2031", + "2426", + "0.00444059079" + ], + [ + "7", + "7", + "5593", + "6724", + "0.00411439019" + ], + [ + "8", + "8", + "5593", + "5615", + "0.016426128760999997" + ], + [ + "9", + "9", + "2426", + "6724", + "0.00449177354" + ], + [ + "10", + "10", + "2425", + "8021", + "0.023935834269999998" + ], + [ + "11", + "11", + "2415", + "2446", + "0.0119827433" + ], + [ + "12", + "12", + "2034", + "2417", + "0.00144238896" + ], + [ + "13", + "13", + "2436", + "8021", + "0.015665980411462603" + ], + [ + "14", + "14", + "2417", + "2436", + "0.0008232952619999999" + ], + [ + "15", + "15", + "2417", + "8021", + "0.017133932" + ], + [ + "16", + "16", + "1867", + "2034", + "0.004681592569094226" + ], + [ + "17", + "17", + "1866", + "2440", + "0.00857881308" + ], + [ + "18", + "18", + "2419", + "2440", + "0.0325434284" + ], + [ + "19", + "19", + "1866", + "2420", + "0.00669693863" + ], + [ + "20", + "20", + "2421", + "5705", + "0.0231413002" + ], + [ + "21", + "21", + "2419", + "5705", + "0.00259654105" + ], + [ + "22", + "22", + "2425", + "5615", + "0.04226365654" + ], + [ + "23", + "23", + "2032", + "2425", + "0.012315399300000002" + ], + [ + "24", + "24", + "2362", + "2426", + "0.0162273162" + ], + [ + "25", + "25", + "2427", + "6726", + "0.00118790119" + ], + [ + "26", + "26", + "2430", + "6726", + "0.030266355930000002" + ], + [ + "27", + "27", + "2033", + "2430", + "0.0135924954" + ], + [ + "28", + "28", + "2031", + "2033", + "0.0339616792" + ], + [ + "29", + "29", + "1867", + "2438", + "0.014273055630000002" + ], + [ + "30", + "30", + "2436", + "2438", + "0.0129447344" + ], + [ + "31", + "31", + "1868", + "2438", + "0.012068897538" + ], + [ + "32", + "32", + "2420", + "2440", + "0.00505875855" + ], + [ + "33", + "33", + "2420", + "2446", + "0.026787297273" + ], + [ + "34", + "34", + "2035", + "2421", + "0.00944925041" + ], + [ + "35", + "35", + "2034", + "2446", + "0.00045755114264981356" + ], + [ + "36", + "36", + "2447", + "8021", + "0.00246292072" + ], + [ + "37", + "37", + "2363", + "2364", + "0.0229360016" + ], + [ + "38", + "38", + "2363", + "2448", + "0.0211939769" + ], + [ + "39", + "39", + "2364", + "2448", + "0.00106961608" + ], + [ + "40", + "40", + "2448", + "2451", + "0.0031251179200000004" + ], + [ + "41", + "41", + "2450", + "6732", + "0.00327869295" + ], + [ + "42", + "42", + "5715", + "6732", + "0.0023073243" + ], + [ + "43", + "43", + "2451", + "6731", + "0.00156596071" + ], + [ + "44", + "44", + "2452", + "6731", + "0.0155111325" + ], + [ + "45", + "45", + "2451", + "2452", + "0.00936466441" + ], + [ + "46", + "46", + "2450", + "2452", + "0.00122178018" + ], + [ + "47", + "47", + "2450", + "2453", + "0.045443896100000006" + ], + [ + "48", + "48", + "2453", + "2454", + "0.002348923410774505" + ], + [ + "49", + "49", + "2454", + "2455", + "0.0034913289326570685" + ] + ], + "shape": { + "columns": 4, + "rows": 8124 + } + }, + "text/html": [ + "
\n", + "shape: (8_124, 4)
line_indexfrom_busto_busreactance
u32i64i64f64
0124100.000219
12024100.007485
2241024110.016138
3161824110.000469
4161724110.004104
…………
8119885488550.115871
8120886188620.034818
8121886088620.020603
8122886388640.007541
8123886588660.125802
" + ], + "text/plain": [ + "shape: (8_124, 4)\n", + "┌────────────┬──────────┬────────┬───────────┐\n", + "│ line_index ┆ from_bus ┆ to_bus ┆ reactance │\n", + "│ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i64 ┆ i64 ┆ f64 │\n", + "╞════════════╪══════════╪════════╪═══════════╡\n", + "│ 0 ┆ 1 ┆ 2410 ┆ 0.000219 │\n", + "│ 1 ┆ 20 ┆ 2410 ┆ 0.007485 │\n", + "│ 2 ┆ 2410 ┆ 2411 ┆ 0.016138 │\n", + "│ 3 ┆ 1618 ┆ 2411 ┆ 0.000469 │\n", + "│ 4 ┆ 1617 ┆ 2411 ┆ 0.004104 │\n", + "│ … ┆ … ┆ … ┆ … │\n", + "│ 8119 ┆ 8854 ┆ 8855 ┆ 0.115871 │\n", + "│ 8120 ┆ 8861 ┆ 8862 ┆ 0.034818 │\n", + "│ 8121 ┆ 8860 ┆ 8862 ┆ 0.020603 │\n", + "│ 8122 ┆ 8863 ┆ 8864 ┆ 0.007541 │\n", + "│ 8123 ┆ 8865 ┆ 8866 ┆ 0.125802 │\n", + "└────────────┴──────────┴────────┴───────────┘" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 1: Renumber lines from 1 to L contiguously.\n", + "lines = lines.sort(\"line_id\")\n", + "lines = lines.with_row_index(name=\"line_index\")\n", + "lines_map = lines.select(\"line_id\", \"line_index\")\n", + "lines = lines.drop(\"line_id\")\n", + "lines" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "be9e5f5c", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_index", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "reactance", + "rawType": "float64", + "type": "float" + }, + { + "name": "from_bus", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "to_bus", + "rawType": "uint32", + "type": "integer" + } + ], + "ref": "6485d35a-aaa8-4ab0-846b-9d8dee653c38", + "rows": [ + [ + "0", + "0", + "0.00021897303500000001", + "0", + "1982" + ], + [ + "1", + "1", + "0.007485376740000001", + "17", + "1982" + ], + [ + "2", + "2", + "0.0161378013", + "1982", + "1983" + ], + [ + "3", + "3", + "0.00046868664299999993", + "1322", + "1983" + ], + [ + "4", + "4", + "0.00410435055", + "1321", + "1983" + ], + [ + "5", + "5", + "0.007016112089999999", + "1321", + "1984" + ], + [ + "6", + "6", + "0.00444059079", + "1658", + "1991" + ], + [ + "7", + "7", + "0.00411439019", + "4126", + "5056" + ], + [ + "8", + "8", + "0.016426128760999997", + "4126", + "4146" + ], + [ + "9", + "9", + "0.00449177354", + "1991", + "5056" + ], + [ + "10", + "10", + "0.023935834269999998", + "1990", + "5982" + ], + [ + "11", + "11", + "0.0119827433", + "1985", + "1997" + ], + [ + "12", + "12", + "0.00144238896", + "1661", + "1986" + ], + [ + "13", + "13", + "0.015665980411462603", + "1994", + "5982" + ], + [ + "14", + "14", + "0.0008232952619999999", + "1986", + "1994" + ], + [ + "15", + "15", + "0.017133932", + "1986", + "5982" + ], + [ + "16", + "16", + "0.004681592569094226", + "1521", + "1661" + ], + [ + "17", + "17", + "0.00857881308", + "1520", + "1996" + ], + [ + "18", + "18", + "0.0325434284", + "1987", + "1996" + ], + [ + "19", + "19", + "0.00669693863", + "1520", + "1988" + ], + [ + "20", + "20", + "0.0231413002", + "1989", + "4233" + ], + [ + "21", + "21", + "0.00259654105", + "1987", + "4233" + ], + [ + "22", + "22", + "0.04226365654", + "1990", + "4146" + ], + [ + "23", + "23", + "0.012315399300000002", + "1659", + "1990" + ], + [ + "24", + "24", + "0.0162273162", + "1944", + "1991" + ], + [ + "25", + "25", + "0.00118790119", + "1992", + "5058" + ], + [ + "26", + "26", + "0.030266355930000002", + "1993", + "5058" + ], + [ + "27", + "27", + "0.0135924954", + "1660", + "1993" + ], + [ + "28", + "28", + "0.0339616792", + "1658", + "1660" + ], + [ + "29", + "29", + "0.014273055630000002", + "1521", + "1995" + ], + [ + "30", + "30", + "0.0129447344", + "1994", + "1995" + ], + [ + "31", + "31", + "0.012068897538", + "1522", + "1995" + ], + [ + "32", + "32", + "0.00505875855", + "1988", + "1996" + ], + [ + "33", + "33", + "0.026787297273", + "1988", + "1997" + ], + [ + "34", + "34", + "0.00944925041", + "1662", + "1989" + ], + [ + "35", + "35", + "0.00045755114264981356", + "1661", + "1997" + ], + [ + "36", + "36", + "0.00246292072", + "1998", + "5982" + ], + [ + "37", + "37", + "0.0229360016", + "1945", + "1946" + ], + [ + "38", + "38", + "0.0211939769", + "1945", + "1999" + ], + [ + "39", + "39", + "0.00106961608", + "1946", + "1999" + ], + [ + "40", + "40", + "0.0031251179200000004", + "1999", + "2001" + ], + [ + "41", + "41", + "0.00327869295", + "2000", + "5063" + ], + [ + "42", + "42", + "0.0023073243", + "4243", + "5063" + ], + [ + "43", + "43", + "0.00156596071", + "2001", + "5062" + ], + [ + "44", + "44", + "0.0155111325", + "2002", + "5062" + ], + [ + "45", + "45", + "0.00936466441", + "2001", + "2002" + ], + [ + "46", + "46", + "0.00122178018", + "2000", + "2002" + ], + [ + "47", + "47", + "0.045443896100000006", + "2000", + "2003" + ], + [ + "48", + "48", + "0.002348923410774505", + "2003", + "2004" + ], + [ + "49", + "49", + "0.0034913289326570685", + "2004", + "2005" + ] + ], + "shape": { + "columns": 4, + "rows": 8124 + } + }, + "text/html": [ + "
\n", + "shape: (8_124, 4)
line_indexreactancefrom_busto_bus
u32f64u32u32
00.00021901982
10.007485171982
20.01613819821983
30.00046913221983
40.00410413211983
…………
81190.11587164616462
81200.03481864656466
81210.02060364646466
81220.00754164676468
81230.12580264696470
" + ], + "text/plain": [ + "shape: (8_124, 4)\n", + "┌────────────┬───────────┬──────────┬────────┐\n", + "│ line_index ┆ reactance ┆ from_bus ┆ to_bus │\n", + "│ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ f64 ┆ u32 ┆ u32 │\n", + "╞════════════╪═══════════╪══════════╪════════╡\n", + "│ 0 ┆ 0.000219 ┆ 0 ┆ 1982 │\n", + "│ 1 ┆ 0.007485 ┆ 17 ┆ 1982 │\n", + "│ 2 ┆ 0.016138 ┆ 1982 ┆ 1983 │\n", + "│ 3 ┆ 0.000469 ┆ 1322 ┆ 1983 │\n", + "│ 4 ┆ 0.004104 ┆ 1321 ┆ 1983 │\n", + "│ … ┆ … ┆ … ┆ … │\n", + "│ 8119 ┆ 0.115871 ┆ 6461 ┆ 6462 │\n", + "│ 8120 ┆ 0.034818 ┆ 6465 ┆ 6466 │\n", + "│ 8121 ┆ 0.020603 ┆ 6464 ┆ 6466 │\n", + "│ 8122 ┆ 0.007541 ┆ 6467 ┆ 6468 │\n", + "│ 8123 ┆ 0.125802 ┆ 6469 ┆ 6470 │\n", + "└────────────┴───────────┴──────────┴────────┘" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 2: Renumber buses such that they go from 1 to N contiguously.\n", + "bus_map = (\n", + " pl.concat([lines[\"from_bus\"], lines[\"to_bus\"]])\n", + " .unique()\n", + " .sort()\n", + " .rename(\"bus\")\n", + " .to_frame()\n", + " .with_row_index(name=\"bus_index\")\n", + ")\n", + "N = bus_map.height\n", + "\n", + "lines = (\n", + " lines.join(bus_map, left_on=\"from_bus\", right_on=\"bus\", coalesce=True)\n", + " .drop(\"from_bus\")\n", + " .rename({\"bus_index\": \"from_bus\"})\n", + " .join(bus_map, left_on=\"to_bus\", right_on=\"bus\", coalesce=True)\n", + " .drop(\"to_bus\")\n", + " .rename({\"bus_index\": \"to_bus\"})\n", + ")\n", + "lines" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "66323230", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "i", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "j", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "val", + "rawType": "float64", + "type": "float" + } + ], + "ref": "f1f22b0b-80ca-4465-9d04-f127eeb62e79", + "rows": [ + [ + "0", + "0", + "1982", + "-4566.772342539802" + ], + [ + "1", + "17", + "1982", + "-133.59381026959505" + ], + [ + "2", + "1982", + "1983", + "-61.96631011933453" + ], + [ + "3", + "1322", + "1983", + "-2133.621717058406" + ], + [ + "4", + "1321", + "1983", + "-243.64390609861528" + ], + [ + "5", + "1321", + "1984", + "-142.52907980550808" + ], + [ + "6", + "1658", + "1991", + "-225.1952605612642" + ], + [ + "7", + "4126", + "5056", + "-243.04938370466024" + ], + [ + "8", + "4126", + "4146", + "-60.87861690054849" + ], + [ + "9", + "1991", + "5056", + "-222.62921117790816" + ], + [ + "10", + "1990", + "5982", + "-41.77836413470455" + ], + [ + "11", + "1985", + "1997", + "-83.45334411027565" + ], + [ + "12", + "1661", + "1986", + "-693.2942692517557" + ], + [ + "13", + "1994", + "5982", + "-63.83258332611679" + ], + [ + "14", + "1986", + "1994", + "-1214.6310639159249" + ], + [ + "15", + "1986", + "5982", + "-58.36371943112649" + ], + [ + "16", + "1521", + "1661", + "-213.6025263286582" + ], + [ + "17", + "1520", + "1996", + "-116.56624181861763" + ], + [ + "18", + "1987", + "1996", + "-30.728169992071273" + ], + [ + "19", + "1520", + "1988", + "-149.3219596668157" + ], + [ + "20", + "1989", + "4233", + "-43.21278369657034" + ], + [ + "21", + "1987", + "4233", + "-385.12774523630196" + ], + [ + "22", + "1990", + "4146", + "-23.660991070509017" + ], + [ + "23", + "1659", + "1990", + "-81.19915364822965" + ], + [ + "24", + "1944", + "1991", + "-61.624484768467134" + ], + [ + "25", + "1992", + "5058", + "-841.8208588544305" + ], + [ + "26", + "1993", + "5058", + "-33.039986786410594" + ], + [ + "27", + "1660", + "1993", + "-73.57000834445749" + ], + [ + "28", + "1658", + "1660", + "-29.44495159120401" + ], + [ + "29", + "1521", + "1995", + "-70.06208242460272" + ], + [ + "30", + "1994", + "1995", + "-77.25148845077888" + ], + [ + "31", + "1522", + "1995", + "-82.85760955807362" + ], + [ + "32", + "1988", + "1996", + "-197.67695771920165" + ], + [ + "33", + "1988", + "1997", + "-37.33112713121456" + ], + [ + "34", + "1662", + "1989", + "-105.82850031593141" + ], + [ + "35", + "1661", + "1997", + "-2185.548033403884" + ], + [ + "36", + "1998", + "5982", + "-406.0220013902843" + ], + [ + "37", + "1945", + "1946", + "-43.59957840254075" + ], + [ + "38", + "1945", + "1999", + "-47.18321647316696" + ], + [ + "39", + "1946", + "1999", + "-934.9148902099528" + ], + [ + "40", + "1999", + "2001", + "-319.98792544762597" + ], + [ + "41", + "2000", + "5063", + "-304.9995883268057" + ], + [ + "42", + "4243", + "5063", + "-433.40244802171935" + ], + [ + "43", + "2001", + "5062", + "-638.5856258168827" + ], + [ + "44", + "2002", + "5062", + "-64.46982514010502" + ], + [ + "45", + "2001", + "2002", + "-106.78439250125783" + ], + [ + "46", + "2000", + "2002", + "-818.4778378054881" + ], + [ + "47", + "2000", + "2003", + "-22.005155495459377" + ], + [ + "48", + "2003", + "2004", + "-425.7269502330314" + ], + [ + "49", + "2004", + "2005", + "-286.4238859438982" + ] + ], + "shape": { + "columns": 3, + "rows": 22721 + } + }, + "text/html": [ + "
\n", + "shape: (22_721, 3)
ijval
u32u32f64
01982-4566.772343
171982-133.59381
19821983-61.96631
13221983-2133.621717
13211983-243.643906
………
14411441525.29819
235823584141.423826
44544454156.421335
7837831110.296885
58985898214.79041
" + ], + "text/plain": [ + "shape: (22_721, 3)\n", + "┌──────┬──────┬──────────────┐\n", + "│ i ┆ j ┆ val │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ u32 ┆ f64 │\n", + "╞══════╪══════╪══════════════╡\n", + "│ 0 ┆ 1982 ┆ -4566.772343 │\n", + "│ 17 ┆ 1982 ┆ -133.59381 │\n", + "│ 1982 ┆ 1983 ┆ -61.96631 │\n", + "│ 1322 ┆ 1983 ┆ -2133.621717 │\n", + "│ 1321 ┆ 1983 ┆ -243.643906 │\n", + "│ … ┆ … ┆ … │\n", + "│ 1441 ┆ 1441 ┆ 525.29819 │\n", + "│ 2358 ┆ 2358 ┆ 4141.423826 │\n", + "│ 4454 ┆ 4454 ┆ 156.421335 │\n", + "│ 783 ┆ 783 ┆ 1110.296885 │\n", + "│ 5898 ┆ 5898 ┆ 214.79041 │\n", + "└──────┴──────┴──────────────┘" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 3: Form an admittance matrix in COO form (row_index (i), col_index (j), value)\n", + "lines = lines.with_columns(suscep=1 / lines[\"reactance\"])\n", + "off_diagonal = pl.concat(\n", + " [\n", + " lines.select(\n", + " pl.col(\"from_bus\").alias(\"i\"),\n", + " pl.col(\"to_bus\").alias(\"j\"),\n", + " -pl.col(\"suscep\").alias(\"val\"),\n", + " ),\n", + " lines.select(\n", + " pl.col(\"to_bus\").alias(\"i\"),\n", + " pl.col(\"from_bus\").alias(\"j\"),\n", + " -pl.col(\"suscep\").alias(\"val\"),\n", + " ),\n", + " ]\n", + ")\n", + "\n", + "diagonal = (\n", + " pl.concat(\n", + " [\n", + " lines.select(\"suscep\", i=pl.col(\"from_bus\")),\n", + " lines.select(\"suscep\", i=pl.col(\"to_bus\")),\n", + " ]\n", + " )\n", + " .group_by(\"i\")\n", + " .agg(pl.sum(\"suscep\").alias(\"val\"))\n", + " .select(\"i\", pl.col(\"i\").alias(\"j\"), \"val\")\n", + ")\n", + "assert len(diagonal) == N, \"Diagonal entries should match the number of buses.\"\n", + "admittance_matrix_df = pl.concat([off_diagonal, diagonal])\n", + "admittance_matrix_df" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "5803d940", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 4: Drop last row and column (slack bus).\n", + "admittance_matrix_df = admittance_matrix_df.filter(\n", + " pl.col(\"i\") < (N - 1), pl.col(\"j\") < (N - 1)\n", + ")\n", + "admittance_matrix = coo_array(\n", + " (\n", + " admittance_matrix_df[\"val\"].to_numpy(),\n", + " (\n", + " admittance_matrix_df[\"i\"].cast(pl.Float64).to_numpy(),\n", + " admittance_matrix_df[\"j\"].cast(pl.Float64).to_numpy(),\n", + " ),\n", + " ),\n", + " shape=(N - 1, N - 1),\n", + ")\n", + "admittance_matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "590d1e49", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2203686/2315113477.py:5: CholmodTypeConversionWarning: array contains 32 bit integers; but 64 bit integers are needed; slowing down due to converting\n", + " voltage_angles = factor.inv()\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 5: Inverse the admittance matrix to get voltage angles.\n", + "# We use the sparse Cholesky factorization since, based on my tests, this is much faster than using any of the following:\n", + "# scipy.linalg.inv, scipy.sparse.linalg.inv, scipy.linag.pinv, scipy.sparse.linalg.spsolve\n", + "factor = cholesky(admittance_matrix.tocsc())\n", + "voltage_angles = factor.inv()\n", + "voltage_angles" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "c8dda501", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "injection", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "5fcf79a1-0af2-42ba-9b39-7618704e7e59", + "rows": [ + [ + "0", + "0", + "0", + "1.0" + ], + [ + "1", + "6471", + "1", + "-0.001003342181604694" + ], + [ + "2", + "6470", + "1", + "0.0008046545149920092" + ], + [ + "3", + "6469", + "1", + "0.000799931869945425" + ], + [ + "4", + "6468", + "1", + "0.0007802686673858972" + ], + [ + "5", + "6467", + "1", + "0.0007802864776831342" + ], + [ + "6", + "6466", + "1", + "0.0007805409720180734" + ], + [ + "7", + "6465", + "1", + "0.0007805419982016559" + ], + [ + "8", + "6464", + "1", + "0.0007805388359649612" + ], + [ + "9", + "6463", + "1", + "-0.004083776264355521" + ], + [ + "10", + "6462", + "1", + "0.0008631241136267676" + ], + [ + "11", + "6461", + "1", + "0.0008671803356516961" + ], + [ + "12", + "6460", + "1", + "-0.04143254436246124" + ], + [ + "13", + "6459", + "1", + "-0.01175559622553557" + ], + [ + "14", + "6458", + "1", + "0.0008574686431277456" + ], + [ + "15", + "6457", + "1", + "0.0008704448355114636" + ], + [ + "16", + "6456", + "1", + "0.0007805500753637062" + ], + [ + "17", + "6455", + "1", + "0.0007805517066188372" + ], + [ + "18", + "6454", + "1", + "0.0007805472975324079" + ], + [ + "19", + "6453", + "1", + "0.0007807449483827611" + ], + [ + "20", + "6452", + "1", + "0.0007816243266844936" + ], + [ + "21", + "6451", + "1", + "0.0007817459637102786" + ], + [ + "22", + "6450", + "1", + "0.0007817855184359956" + ], + [ + "23", + "6449", + "1", + "0.0019113228141627303" + ], + [ + "24", + "6448", + "1", + "0.001845613437408744" + ], + [ + "25", + "6447", + "1", + "0.0007803933360861492" + ], + [ + "26", + "6446", + "1", + "-0.0011868270492847444" + ], + [ + "27", + "6445", + "1", + "0.0007805598361034782" + ], + [ + "28", + "6444", + "1", + "0.0007186167781263464" + ], + [ + "29", + "6443", + "1", + "0.000712236779401465" + ], + [ + "30", + "6442", + "1", + "0.0007811515429505533" + ], + [ + "31", + "6441", + "1", + "0.000780396383056825" + ], + [ + "32", + "6440", + "1", + "-0.008787827038698737" + ], + [ + "33", + "6439", + "1", + "0.014593310150996075" + ], + [ + "34", + "6438", + "1", + "0.014633746667559677" + ], + [ + "35", + "6437", + "1", + "0.0007805463350312181" + ], + [ + "36", + "6436", + "1", + "0.0007805449444493462" + ], + [ + "37", + "6435", + "1", + "0.0007805471587243318" + ], + [ + "38", + "6434", + "1", + "0.0007805821041984018" + ], + [ + "39", + "6433", + "1", + "0.0007802320704666244" + ], + [ + "40", + "6432", + "1", + "0.0007805784612155975" + ], + [ + "41", + "6431", + "1", + "0.0007803931459910984" + ], + [ + "42", + "6430", + "1", + "0.012633023180734781" + ], + [ + "43", + "6429", + "1", + "0.0007803910150272486" + ], + [ + "44", + "6428", + "1", + "0.0008026687338542615" + ], + [ + "45", + "6427", + "1", + "0.0007861255319063787" + ], + [ + "46", + "6426", + "1", + "-0.0025376271287473884" + ], + [ + "47", + "6425", + "1", + "-0.0025415468456611023" + ], + [ + "48", + "6424", + "1", + "0.0007806131633625313" + ], + [ + "49", + "6423", + "1", + "0.0007805522131114628" + ] + ], + "shape": { + "columns": 3, + "rows": 41304825 + } + }, + "text/html": [ + "
\n", + "shape: (41_304_825, 3)
injectionline_indexfactor
i64i64f64
001.0
64711-0.001003
647010.000805
646910.0008
646810.00078
………
48123-0.000008
381230.000009
28123-9.4857e-7
18123-0.000002
081238.7917e-7
" + ], + "text/plain": [ + "shape: (41_304_825, 3)\n", + "┌───────────┬────────────┬────────────┐\n", + "│ injection ┆ line_index ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞═══════════╪════════════╪════════════╡\n", + "│ 0 ┆ 0 ┆ 1.0 │\n", + "│ 6471 ┆ 1 ┆ -0.001003 │\n", + "│ 6470 ┆ 1 ┆ 0.000805 │\n", + "│ 6469 ┆ 1 ┆ 0.0008 │\n", + "│ 6468 ┆ 1 ┆ 0.00078 │\n", + "│ … ┆ … ┆ … │\n", + "│ 4 ┆ 8123 ┆ -0.000008 │\n", + "│ 3 ┆ 8123 ┆ 0.000009 │\n", + "│ 2 ┆ 8123 ┆ -9.4857e-7 │\n", + "│ 1 ┆ 8123 ┆ -0.000002 │\n", + "│ 0 ┆ 8123 ┆ 8.7917e-7 │\n", + "└───────────┴────────────┴────────────┘" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 6: Calculate the power flow by multiplying the voltage angles by diag(S)*A^T\n", + "# A^T is the L by N adjacency matrix\n", + "adjacency_matrix_T = pl.concat(\n", + " [\n", + " lines.select(\n", + " i=pl.col(\"line_index\"),\n", + " j=pl.col(\"from_bus\"),\n", + " val=pl.lit(1),\n", + " ).filter(pl.col(\"j\") < N - 1), # Exclude slack bus,\n", + " lines.select(\n", + " i=pl.col(\"line_index\"),\n", + " j=pl.col(\"to_bus\"),\n", + " val=pl.lit(-1),\n", + " ).filter(pl.col(\"j\") < N - 1), # Exclude slack bus\n", + " ]\n", + ")\n", + "adjacency_matrix_T = coo_array(\n", + " (\n", + " adjacency_matrix_T[\"val\"].to_numpy(),\n", + " (adjacency_matrix_T[\"i\"].to_numpy(), adjacency_matrix_T[\"j\"].to_numpy()),\n", + " ),\n", + " shape=(L, N - 1),\n", + ")\n", + "diag_suscep = diags_array(lines.sort(\"line_index\")[\"suscep\"].to_numpy())\n", + "power_flow = diag_suscep @ adjacency_matrix_T @ voltage_angles\n", + "power_flow = power_flow.tocoo()\n", + "power_flow_df = pl.DataFrame(\n", + " {\n", + " \"injection\": power_flow.col,\n", + " \"line_index\": power_flow.row,\n", + " \"factor\": power_flow.data,\n", + " }\n", + ")\n", + "power_flow_df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "887badf3", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "injection", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "3d513ac6-b1df-4c8c-b5be-98149582a4c6", + "rows": [ + [ + "0", + "0", + "0", + "1.0" + ], + [ + "1", + "6471", + "1", + "-0.001003342181604694" + ], + [ + "2", + "6470", + "1", + "0.0008046545149920092" + ], + [ + "3", + "6469", + "1", + "0.000799931869945425" + ], + [ + "4", + "6468", + "1", + "0.0007802686673858972" + ], + [ + "5", + "6467", + "1", + "0.0007802864776831342" + ], + [ + "6", + "6466", + "1", + "0.0007805409720180734" + ], + [ + "7", + "6465", + "1", + "0.0007805419982016559" + ], + [ + "8", + "6464", + "1", + "0.0007805388359649612" + ], + [ + "9", + "6463", + "1", + "-0.004083776264355521" + ], + [ + "10", + "6462", + "1", + "0.0008631241136267676" + ], + [ + "11", + "6461", + "1", + "0.0008671803356516961" + ], + [ + "12", + "6460", + "1", + "-0.04143254436246124" + ], + [ + "13", + "6459", + "1", + "-0.01175559622553557" + ], + [ + "14", + "6458", + "1", + "0.0008574686431277456" + ], + [ + "15", + "6457", + "1", + "0.0008704448355114636" + ], + [ + "16", + "6456", + "1", + "0.0007805500753637062" + ], + [ + "17", + "6455", + "1", + "0.0007805517066188372" + ], + [ + "18", + "6454", + "1", + "0.0007805472975324079" + ], + [ + "19", + "6453", + "1", + "0.0007807449483827611" + ], + [ + "20", + "6452", + "1", + "0.0007816243266844936" + ], + [ + "21", + "6451", + "1", + "0.0007817459637102786" + ], + [ + "22", + "6450", + "1", + "0.0007817855184359956" + ], + [ + "23", + "6449", + "1", + "0.0019113228141627303" + ], + [ + "24", + "6448", + "1", + "0.001845613437408744" + ], + [ + "25", + "6447", + "1", + "0.0007803933360861492" + ], + [ + "26", + "6446", + "1", + "-0.0011868270492847444" + ], + [ + "27", + "6445", + "1", + "0.0007805598361034782" + ], + [ + "28", + "6444", + "1", + "0.0007186167781263464" + ], + [ + "29", + "6443", + "1", + "0.000712236779401465" + ], + [ + "30", + "6442", + "1", + "0.0007811515429505533" + ], + [ + "31", + "6441", + "1", + "0.000780396383056825" + ], + [ + "32", + "6440", + "1", + "-0.008787827038698737" + ], + [ + "33", + "6439", + "1", + "0.014593310150996075" + ], + [ + "34", + "6438", + "1", + "0.014633746667559677" + ], + [ + "35", + "6437", + "1", + "0.0007805463350312181" + ], + [ + "36", + "6436", + "1", + "0.0007805449444493462" + ], + [ + "37", + "6435", + "1", + "0.0007805471587243318" + ], + [ + "38", + "6434", + "1", + "0.0007805821041984018" + ], + [ + "39", + "6433", + "1", + "0.0007802320704666244" + ], + [ + "40", + "6432", + "1", + "0.0007805784612155975" + ], + [ + "41", + "6431", + "1", + "0.0007803931459910984" + ], + [ + "42", + "6430", + "1", + "0.012633023180734781" + ], + [ + "43", + "6429", + "1", + "0.0007803910150272486" + ], + [ + "44", + "6428", + "1", + "0.0008026687338542615" + ], + [ + "45", + "6427", + "1", + "0.0007861255319063787" + ], + [ + "46", + "6426", + "1", + "-0.0025376271287473884" + ], + [ + "47", + "6425", + "1", + "-0.0025415468456611023" + ], + [ + "48", + "6424", + "1", + "0.0007806131633625313" + ], + [ + "49", + "6423", + "1", + "0.0007805522131114628" + ] + ], + "shape": { + "columns": 3, + "rows": 37150657 + } + }, + "text/html": [ + "
\n", + "shape: (37_150_657, 3)
injectionline_indexfactor
i64i64f64
001.0
64711-0.001003
647010.000805
646910.0008
646810.00078
………
48123-0.000008
381230.000009
28123-9.4857e-7
18123-0.000002
081238.7917e-7
" + ], + "text/plain": [ + "shape: (37_150_657, 3)\n", + "┌───────────┬────────────┬────────────┐\n", + "│ injection ┆ line_index ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞═══════════╪════════════╪════════════╡\n", + "│ 0 ┆ 0 ┆ 1.0 │\n", + "│ 6471 ┆ 1 ┆ -0.001003 │\n", + "│ 6470 ┆ 1 ┆ 0.000805 │\n", + "│ 6469 ┆ 1 ┆ 0.0008 │\n", + "│ 6468 ┆ 1 ┆ 0.00078 │\n", + "│ … ┆ … ┆ … │\n", + "│ 4 ┆ 8123 ┆ -0.000008 │\n", + "│ 3 ┆ 8123 ┆ 0.000009 │\n", + "│ 2 ┆ 8123 ┆ -9.4857e-7 │\n", + "│ 1 ┆ 8123 ┆ -0.000002 │\n", + "│ 0 ┆ 8123 ┆ 8.7917e-7 │\n", + "└───────────┴────────────┴────────────┘" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 7: Filter out small values\n", + "power_flow_df = power_flow_df.filter(pl.col(\"factor\").abs() > DF_CUTOFF)\n", + "power_flow_df" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "f34d7591", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "injection", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "factor", + "rawType": "float64", + "type": "float" + } + ], + "ref": "6b74708e-b1a4-4bf1-b2c9-5e2b5dc925d4", + "rows": [ + [ + "0", + "1", + "1", + "1.0" + ], + [ + "1", + "1", + "2", + "-0.5587469962336495" + ], + [ + "2", + "1", + "3", + "0.44125300376630605" + ], + [ + "3", + "1", + "5", + "-0.44125300376629895" + ], + [ + "4", + "1", + "6", + "0.44125300376629184" + ], + [ + "5", + "1", + "8", + "9.393806621460499e-09" + ], + [ + "6", + "1", + "9", + "-1.1621192896882349e-08" + ], + [ + "7", + "1", + "10", + "-2.4491182415431467e-09" + ], + [ + "8", + "1", + "11", + "9.39380484510366e-09" + ], + [ + "9", + "1", + "12", + "-1.1029123836436838e-08" + ], + [ + "10", + "1", + "13", + "-2.487876127332811e-08" + ], + [ + "11", + "1", + "14", + "-1.1361599661086075e-08" + ], + [ + "12", + "1", + "15", + "-5.3835176316852085e-09" + ], + [ + "13", + "1", + "16", + "-6.144091457827017e-09" + ], + [ + "14", + "1", + "17", + "-5.217511755972737e-09" + ], + [ + "15", + "1", + "18", + "1.6508678868376592e-09" + ], + [ + "16", + "1", + "19", + "1.2717169539655515e-09" + ], + [ + "17", + "1", + "20", + "-1.2520304792928982e-09" + ], + [ + "18", + "1", + "21", + "1.6439400951639982e-09" + ], + [ + "19", + "1", + "22", + "9.654019805793723e-10" + ], + [ + "20", + "1", + "23", + "-6.0009881508449325e-09" + ], + [ + "21", + "1", + "26", + "1.7389350182028807e-08" + ], + [ + "22", + "1", + "27", + "6.360227899904203e-09" + ], + [ + "23", + "1", + "30", + "-2.423121259198524e-09" + ], + [ + "24", + "1", + "31", + "9.95489024546714e-09" + ], + [ + "25", + "1", + "34", + "6.7153846927681116e-09" + ], + [ + "26", + "1", + "35", + "-1.1608034089505281e-08" + ], + [ + "27", + "1", + "39", + "-1.6508696631944986e-09" + ], + [ + "28", + "1", + "42", + "-7.605711616065491e-10" + ], + [ + "29", + "1", + "43", + "2.411442601157887e-09" + ], + [ + "30", + "1", + "47", + "1.663619020320084e-09" + ], + [ + "31", + "1", + "48", + "2.5647572954312636e-09" + ], + [ + "32", + "1", + "54", + "1.3012453337069019e-08" + ], + [ + "33", + "1", + "56", + "-6.859426804339819e-09" + ], + [ + "34", + "1", + "64", + "4.1093528579949634e-10" + ], + [ + "35", + "1", + "71", + "1.01267971786001e-09" + ], + [ + "36", + "1", + "72", + "1.01267971786001e-09" + ], + [ + "37", + "1", + "74", + "-1.3608070226212021e-09" + ], + [ + "38", + "1", + "78", + "-4.296785149904281e-10" + ], + [ + "39", + "1", + "80", + "-6.360227455814993e-09" + ], + [ + "40", + "1", + "81", + "4.2541297151643676e-09" + ], + [ + "41", + "1", + "86", + "-4.4357872930333997e-10" + ], + [ + "42", + "1", + "88", + "-2.5834145933600894e-10" + ], + [ + "43", + "1", + "89", + "2.583391278676572e-10" + ], + [ + "44", + "1", + "92", + "2.583391278676572e-10" + ], + [ + "45", + "1", + "93", + "3.091003009103588e-10" + ], + [ + "46", + "1", + "94", + "-1.5663736974147469e-10" + ], + [ + "47", + "1", + "96", + "4.232845185470069e-10" + ], + [ + "48", + "1", + "97", + "4.232632022649341e-10" + ], + [ + "49", + "1", + "98", + "4.35294467138192e-10" + ] + ], + "shape": { + "columns": 3, + "rows": 37150657 + } + }, + "text/html": [ + "
\n", + "shape: (37_150_657, 3)
injectionline_idfactor
i64i64f64
111.0
12-0.558747
130.441253
15-0.441253
160.441253
………
886710815-0.000006
886710818-5.5862e-9
8867108191.9651e-8
886710820-4.4765e-7
8867108210.000007
" + ], + "text/plain": [ + "shape: (37_150_657, 3)\n", + "┌───────────┬─────────┬────────────┐\n", + "│ injection ┆ line_id ┆ factor │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 │\n", + "╞═══════════╪═════════╪════════════╡\n", + "│ 1 ┆ 1 ┆ 1.0 │\n", + "│ 1 ┆ 2 ┆ -0.558747 │\n", + "│ 1 ┆ 3 ┆ 0.441253 │\n", + "│ 1 ┆ 5 ┆ -0.441253 │\n", + "│ 1 ┆ 6 ┆ 0.441253 │\n", + "│ … ┆ … ┆ … │\n", + "│ 8867 ┆ 10815 ┆ -0.000006 │\n", + "│ 8867 ┆ 10818 ┆ -5.5862e-9 │\n", + "│ 8867 ┆ 10819 ┆ 1.9651e-8 │\n", + "│ 8867 ┆ 10820 ┆ -4.4765e-7 │\n", + "│ 8867 ┆ 10821 ┆ 0.000007 │\n", + "└───────────┴─────────┴────────────┘" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Step 8: Unmap buses and lines to original IDs.\n", + "power_flow_df_unmapped = (\n", + " power_flow_df.join(\n", + " bus_map,\n", + " left_on=\"injection\",\n", + " right_on=\"bus_index\",\n", + " coalesce=True,\n", + " validate=\"m:1\",\n", + " )\n", + " .drop(\"injection\")\n", + " .rename({\"bus\": \"injection\"})\n", + " .join(lines_map, on=\"line_index\")\n", + " .drop(\"line_index\")\n", + " .select(\"injection\", \"line_id\", \"factor\")\n", + " .sort(\"injection\", \"line_id\")\n", + ")\n", + "power_flow_df_unmapped" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "cdb8f4c3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/data/home/machstg/pyoframe/benchmarks/input_data/energy_planning/intermediary_data_inputs/power_transfer_dist_facts.parquet'" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "power_flow_df_unmapped.write_parquet(snakemake.output[0])\n", + "snakemake.output[0]" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/process_generator_data.py.ipynb b/benchmarks/src/energy_planning/scripts/process_generator_data.py.ipynb new file mode 100644 index 00000000..0fcea636 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/process_generator_data.py.ipynb @@ -0,0 +1,4962 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 61, + "id": "355d1d7c", + "metadata": {}, + "outputs": [], + "source": [ + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "\n", + "if \"snakemake\" not in globals() or hasattr(snakemake, \"mock\"): # noqa: F821\n", + " snakemake = mock_snakemake(\"process_generator_data\")" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "1b8f8f0a", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "gen_id", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "PlantCode", + "rawType": "float64", + "type": "float" + }, + { + "name": "GenID", + "rawType": "object", + "type": "unknown" + }, + { + "name": "bus", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "FuelType", + "rawType": "object", + "type": "unknown" + }, + { + "name": "Pg", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmin", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Qg", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Qmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "Qmin", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lat", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lon", + "rawType": "float64", + "type": "float" + } + ], + "ref": "03e8cb69-2137-412e-b7c1-dd938bb12c2b", + "rows": [ + [ + "0", + "0", + "34.0", + "1P", + "745", + "Conventional Hydroelectric", + "4.0333628", + "12.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "39.134259", + "-120.953341" + ], + [ + "1", + "1", + "151.0", + "1", + "1804", + "Petroleum Liquids", + "0.0", + "71.2", + "0", + "0", + "34.5", + "-23.7", + "37.62936", + "-120.93139" + ], + [ + "2", + "2", + "151.0", + "2", + "1804", + "Natural Gas Fired Combustion Turbine", + "0.0", + "71.2", + "0", + "0", + "34.5", + "-23.7", + "37.62936", + "-120.93139" + ], + [ + "3", + "3", + "161.0", + "1", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.611461", + "-120.594678" + ], + [ + "4", + "4", + "161.0", + "2", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.611461", + "-120.594678" + ], + [ + "5", + "5", + "161.0", + "3", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.611461", + "-120.594678" + ], + [ + "6", + "6", + "162.0", + "1", + "1360", + "Conventional Hydroelectric", + "0.166667613", + "0.5", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.621536", + "-120.746247" + ], + [ + "7", + "7", + "162.0", + "2", + "1360", + "Conventional Hydroelectric", + "0.166667613", + "0.5", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.621536", + "-120.746247" + ], + [ + "8", + "8", + "180.0", + "1", + "1745", + "Conventional Hydroelectric", + "0.333335524", + "1.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.45193", + "-121.86215" + ], + [ + "9", + "9", + "214.0", + "1", + "744", + "Conventional Hydroelectric", + "0.333335524", + "1.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "39.215979", + "-120.80355" + ], + [ + "10", + "10", + "215.0", + "1", + "1587", + "Conventional Hydroelectric", + "0.466669881", + "1.4", + "0", + "0", + "18.7771429", + "-14.6707143", + "38.071944", + "-120.539444" + ], + [ + "11", + "11", + "219.0", + "1", + "8022", + "Conventional Hydroelectric", + "39.30029", + "117.9", + "0", + "0", + "57.1", + "-39.3", + "40.007445", + "-121.249438" + ], + [ + "12", + "12", + "220.0", + "H1", + "2220", + "Conventional Hydroelectric", + "11.0000809", + "33.0", + "0", + "0", + "0.0", + "0.0", + "39.91062", + "-121.327692" + ], + [ + "13", + "13", + "220.0", + "H2", + "2220", + "Conventional Hydroelectric", + "11.0000809", + "33.0", + "0", + "0", + "0.0", + "0.0", + "39.91062", + "-121.327692" + ], + [ + "14", + "14", + "221.0", + "1", + "1748", + "Conventional Hydroelectric", + "13.3334314", + "40.0", + "0", + "0", + "19.4", + "-13.3", + "40.175656", + "-121.190663" + ], + [ + "15", + "15", + "222.0", + "1", + "8542", + "Conventional Hydroelectric", + "7.93339151", + "23.8", + "0", + "0", + "11.5", + "-7.9", + "40.085476", + "-121.148241" + ], + [ + "16", + "16", + "222.0", + "2", + "8542", + "Conventional Hydroelectric", + "8.33339446", + "25.0", + "0", + "0", + "12.1", + "-8.3", + "40.085476", + "-121.148241" + ], + [ + "17", + "17", + "222.0", + "3", + "8542", + "Conventional Hydroelectric", + "8.33339446", + "25.0", + "0", + "0", + "12.1", + "-8.3", + "40.085476", + "-121.148241" + ], + [ + "18", + "18", + "223.0", + "4", + "8542", + "Conventional Hydroelectric", + "20.1001481", + "60.3", + "0", + "0", + "29.2", + "-20.1", + "40.085997", + "-121.149373" + ], + [ + "19", + "19", + "223.0", + "5", + "8542", + "Conventional Hydroelectric", + "19.2001415", + "57.6", + "0", + "0", + "27.9", + "-19.2", + "40.085997", + "-121.149373" + ], + [ + "20", + "20", + "227.0", + "1", + "1743", + "Conventional Hydroelectric", + "4.0333628", + "12.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.404645", + "-122.121904" + ], + [ + "21", + "21", + "229.0", + "1", + "1735", + "Conventional Hydroelectric", + "0.233334754", + "0.7", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.570817", + "-122.02093" + ], + [ + "22", + "22", + "229.0", + "2", + "1735", + "Conventional Hydroelectric", + "0.233334754", + "0.7", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.570817", + "-122.02093" + ], + [ + "23", + "23", + "235.0", + "1", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437" + ], + [ + "24", + "24", + "235.0", + "2", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437" + ], + [ + "25", + "25", + "235.0", + "3", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437" + ], + [ + "26", + "26", + "235.0", + "4", + "8578", + "Conventional Hydroelectric", + "4.40003218", + "13.2", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437" + ], + [ + "27", + "27", + "237.0", + "1", + "744", + "Conventional Hydroelectric", + "7.33338707", + "22.0", + "0", + "0", + "16.5", + "-7.3", + "39.216985", + "-120.835587" + ], + [ + "28", + "28", + "238.0", + "1", + "106", + "Conventional Hydroelectric", + "3.33335758", + "10.0", + "0", + "0", + "7.5", + "-3.35", + "38.793574", + "-120.619152" + ], + [ + "29", + "29", + "238.0", + "2", + "106", + "Conventional Hydroelectric", + "3.33335758", + "10.0", + "0", + "0", + "7.5", + "-3.35", + "38.793574", + "-120.619152" + ], + [ + "30", + "30", + "239.0", + "1", + "7778", + "Conventional Hydroelectric", + "10.7667458", + "32.3", + "0", + "0", + "15.6", + "-10.8", + "38.330985", + "-120.669901" + ], + [ + "31", + "31", + "239.0", + "2", + "7778", + "Conventional Hydroelectric", + "11.700086", + "35.1", + "0", + "0", + "17.0", + "-11.7", + "38.330985", + "-120.669901" + ], + [ + "32", + "32", + "239.0", + "3", + "7778", + "Conventional Hydroelectric", + "11.700086", + "35.1", + "0", + "0", + "17.0", + "-11.7", + "38.330985", + "-120.669901" + ], + [ + "33", + "33", + "240.0", + "H1", + "1634", + "Conventional Hydroelectric", + "22.5001659", + "67.5", + "0", + "0", + "32.7", + "-22.5", + "36.927424", + "-119.02025" + ], + [ + "34", + "34", + "240.0", + "H2", + "1634", + "Conventional Hydroelectric", + "22.5001659", + "67.5", + "0", + "0", + "32.7", + "-22.5", + "36.927424", + "-119.02025" + ], + [ + "35", + "35", + "241.0", + "1", + "749", + "Conventional Hydroelectric", + "4.53336649", + "13.6", + "0", + "0", + "18.7771429", + "-14.6707143", + "38.956985", + "-121.041932" + ], + [ + "36", + "36", + "242.0", + "1", + "339", + "Conventional Hydroelectric", + "0.86667277", + "2.6", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.268712", + "-121.089479" + ], + [ + "37", + "37", + "242.0", + "2", + "339", + "Conventional Hydroelectric", + "0.900006343", + "2.7", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.268712", + "-121.089479" + ], + [ + "38", + "38", + "243.0", + "1", + "1286", + "Conventional Hydroelectric", + "3.33335761", + "10.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.929297", + "-121.544462" + ], + [ + "39", + "39", + "244.0", + "1", + "8427", + "Conventional Hydroelectric", + "3.33335761", + "10.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.960675", + "-121.548657" + ], + [ + "40", + "40", + "246.0", + "IC1", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "41", + "41", + "246.0", + "IC10", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "42", + "42", + "246.0", + "IC2", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "43", + "43", + "246.0", + "IC3", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "44", + "44", + "246.0", + "IC4", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "45", + "45", + "246.0", + "IC5", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "46", + "46", + "246.0", + "IC6", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "47", + "47", + "246.0", + "IC7", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "48", + "48", + "246.0", + "IC8", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ], + [ + "49", + "49", + "246.0", + "IC9", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103" + ] + ], + "shape": { + "columns": 13, + "rows": 3892 + } + }, + "text/html": [ + "
\n", + "shape: (3_892, 13)
gen_idPlantCodeGenIDbusFuelTypePgPmaxPminQgQmaxQminLatLon
u32i64stru32strf64f64i64i64f64f64f64f64
034"1P"745"Conventional Hydroelectric"4.033362812.10018.777143-14.67071439.134259-120.953341
1151"1"1804"Petroleum Liquids"0.071.20034.5-23.737.62936-120.93139
2151"2"1804"Natural Gas Fired Combustion T…0.071.20034.5-23.737.62936-120.93139
3161"1"1964"Conventional Hydroelectric"0.3666691.10018.777143-14.67071437.611461-120.594678
4161"2"1964"Conventional Hydroelectric"0.3666691.10018.777143-14.67071437.611461-120.594678
…………………………………
3887nullnull8862null0.00.000200.0-200.0nullnull
3888nullnull8863null0.00.000200.0-200.0nullnull
3889nullnull8864null0.00.000200.0-200.0nullnull
3890nullnull8865null0.00.000200.0-200.0nullnull
3891nullnull8867null0.00.000200.0-200.0nullnull
" + ], + "text/plain": [ + "shape: (3_892, 13)\n", + "┌────────┬───────────┬───────┬──────┬───┬───────────┬────────────┬───────────┬─────────────┐\n", + "│ gen_id ┆ PlantCode ┆ GenID ┆ bus ┆ … ┆ Qmax ┆ Qmin ┆ Lat ┆ Lon │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i64 ┆ str ┆ u32 ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", + "╞════════╪═══════════╪═══════╪══════╪═══╪═══════════╪════════════╪═══════════╪═════════════╡\n", + "│ 0 ┆ 34 ┆ 1P ┆ 745 ┆ … ┆ 18.777143 ┆ -14.670714 ┆ 39.134259 ┆ -120.953341 │\n", + "│ 1 ┆ 151 ┆ 1 ┆ 1804 ┆ … ┆ 34.5 ┆ -23.7 ┆ 37.62936 ┆ -120.93139 │\n", + "│ 2 ┆ 151 ┆ 2 ┆ 1804 ┆ … ┆ 34.5 ┆ -23.7 ┆ 37.62936 ┆ -120.93139 │\n", + "│ 3 ┆ 161 ┆ 1 ┆ 1964 ┆ … ┆ 18.777143 ┆ -14.670714 ┆ 37.611461 ┆ -120.594678 │\n", + "│ 4 ┆ 161 ┆ 2 ┆ 1964 ┆ … ┆ 18.777143 ┆ -14.670714 ┆ 37.611461 ┆ -120.594678 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 3887 ┆ null ┆ null ┆ 8862 ┆ … ┆ 200.0 ┆ -200.0 ┆ null ┆ null │\n", + "│ 3888 ┆ null ┆ null ┆ 8863 ┆ … ┆ 200.0 ┆ -200.0 ┆ null ┆ null │\n", + "│ 3889 ┆ null ┆ null ┆ 8864 ┆ … ┆ 200.0 ┆ -200.0 ┆ null ┆ null │\n", + "│ 3890 ┆ null ┆ null ┆ 8865 ┆ … ┆ 200.0 ┆ -200.0 ┆ null ┆ null │\n", + "│ 3891 ┆ null ┆ null ┆ 8867 ┆ … ┆ 200.0 ┆ -200.0 ┆ null ┆ null │\n", + "└────────┴───────────┴───────┴──────┴───┴───────────┴────────────┴───────────┴─────────────┘" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# file has whitespaces that we must strip\n", + "df0 = pl.read_csv(snakemake.input[0], encoding=\"iso-8859-1\")\n", + "df0 = df0.with_row_index(\n", + " name=\"gen_id\"\n", + ") # Order matters, lets add this before anything else happens\n", + "df0.columns = [c.strip() for c in df0.columns]\n", + "df0 = df0.with_columns(\n", + " pl.col(\n", + " c for c, t in zip(df0.columns, df0.dtypes) if (t == pl.String)\n", + " ).str.strip_chars()\n", + ")\n", + "# now that they're removed we can convert to numbers\n", + "df0 = df0.with_columns(\n", + " pl.col(\"PlantCode\").cast(pl.Int64),\n", + " pl.col(\"Lat\").cast(pl.Float64),\n", + " pl.col(\"Lon\").cast(pl.Float64),\n", + " pl.col(\"bus\").cast(pl.UInt32),\n", + ")\n", + "df0" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "e58b33af", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "gen_id", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "PlantCode", + "rawType": "float64", + "type": "float" + }, + { + "name": "GenID", + "rawType": "object", + "type": "unknown" + }, + { + "name": "bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "FuelType", + "rawType": "object", + "type": "unknown" + }, + { + "name": "Pg", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmin", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Qg", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Qmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "Qmin", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lat", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lon", + "rawType": "float64", + "type": "float" + }, + { + "name": "cost_a", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_b", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_c", + "rawType": "float32", + "type": "float" + } + ], + "ref": "984b2260-4343-4295-8371-f4b038c03aef", + "rows": [ + [ + "0", + "0", + "34.0", + "1P", + "745", + "Conventional Hydroelectric", + "4.0333628", + "12.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "39.134259", + "-120.953341", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "1", + "1", + "151.0", + "1", + "1804", + "Petroleum Liquids", + "0.0", + "71.2", + "0", + "0", + "34.5", + "-23.7", + "37.62936", + "-120.93139", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "2", + "2", + "151.0", + "2", + "1804", + "Natural Gas Fired Combustion Turbine", + "0.0", + "71.2", + "0", + "0", + "34.5", + "-23.7", + "37.62936", + "-120.93139", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "3", + "3", + "161.0", + "1", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "4", + "4", + "161.0", + "2", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "5", + "5", + "161.0", + "3", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "6", + "6", + "162.0", + "1", + "1360", + "Conventional Hydroelectric", + "0.166667613", + "0.5", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.621536", + "-120.746247", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "7", + "7", + "162.0", + "2", + "1360", + "Conventional Hydroelectric", + "0.166667613", + "0.5", + "0", + "0", + "18.7771429", + "-14.6707143", + "37.621536", + "-120.746247", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "8", + "8", + "180.0", + "1", + "1745", + "Conventional Hydroelectric", + "0.333335524", + "1.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.45193", + "-121.86215", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "9", + "9", + "214.0", + "1", + "744", + "Conventional Hydroelectric", + "0.333335524", + "1.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "39.215979", + "-120.80355", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "10", + "10", + "215.0", + "1", + "1587", + "Conventional Hydroelectric", + "0.466669881", + "1.4", + "0", + "0", + "18.7771429", + "-14.6707143", + "38.071944", + "-120.539444", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "11", + "11", + "219.0", + "1", + "8022", + "Conventional Hydroelectric", + "39.30029", + "117.9", + "0", + "0", + "57.1", + "-39.3", + "40.007445", + "-121.249438", + "0.019693715", + "14.878815", + "138.64578" + ], + [ + "12", + "12", + "220.0", + "H1", + "2220", + "Conventional Hydroelectric", + "11.0000809", + "33.0", + "0", + "0", + "0.0", + "0.0", + "39.91062", + "-121.327692", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "13", + "13", + "220.0", + "H2", + "2220", + "Conventional Hydroelectric", + "11.0000809", + "33.0", + "0", + "0", + "0.0", + "0.0", + "39.91062", + "-121.327692", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "14", + "14", + "221.0", + "1", + "1748", + "Conventional Hydroelectric", + "13.3334314", + "40.0", + "0", + "0", + "19.4", + "-13.3", + "40.175656", + "-121.190663", + "0.061429746", + "14.878815", + "44.27816" + ], + [ + "15", + "15", + "222.0", + "1", + "8542", + "Conventional Hydroelectric", + "7.93339151", + "23.8", + "0", + "0", + "11.5", + "-7.9", + "40.085476", + "-121.148241", + "0.10217835", + "14.878815", + "26.429274" + ], + [ + "16", + "16", + "222.0", + "2", + "8542", + "Conventional Hydroelectric", + "8.33339446", + "25.0", + "0", + "0", + "12.1", + "-8.3", + "40.085476", + "-121.148241", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "17", + "17", + "222.0", + "3", + "8542", + "Conventional Hydroelectric", + "8.33339446", + "25.0", + "0", + "0", + "12.1", + "-8.3", + "40.085476", + "-121.148241", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "18", + "18", + "223.0", + "4", + "8542", + "Conventional Hydroelectric", + "20.1001481", + "60.3", + "0", + "0", + "29.2", + "-20.1", + "40.085997", + "-121.149373", + "0.04009894", + "14.878815", + "68.18556" + ], + [ + "19", + "19", + "223.0", + "5", + "8542", + "Conventional Hydroelectric", + "19.2001415", + "57.6", + "0", + "0", + "27.9", + "-19.2", + "40.085997", + "-121.149373", + "0.042766955", + "14.878815", + "64.03004" + ], + [ + "20", + "20", + "227.0", + "1", + "1743", + "Conventional Hydroelectric", + "4.0333628", + "12.1", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.404645", + "-122.121904", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "21", + "21", + "229.0", + "1", + "1735", + "Conventional Hydroelectric", + "0.233334754", + "0.7", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.570817", + "-122.02093", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "22", + "22", + "229.0", + "2", + "1735", + "Conventional Hydroelectric", + "0.233334754", + "0.7", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.570817", + "-122.02093", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "23", + "23", + "235.0", + "1", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "24", + "24", + "235.0", + "2", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "25", + "25", + "235.0", + "3", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "26", + "26", + "235.0", + "4", + "8578", + "Conventional Hydroelectric", + "4.40003218", + "13.2", + "0", + "0", + "5.95", + "-4.1", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "27", + "27", + "237.0", + "1", + "744", + "Conventional Hydroelectric", + "7.33338707", + "22.0", + "0", + "0", + "16.5", + "-7.3", + "39.216985", + "-120.835587", + "0.111", + "14.878815", + "24.552698" + ], + [ + "28", + "28", + "238.0", + "1", + "106", + "Conventional Hydroelectric", + "3.33335758", + "10.0", + "0", + "0", + "7.5", + "-3.35", + "38.793574", + "-120.619152", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "29", + "29", + "238.0", + "2", + "106", + "Conventional Hydroelectric", + "3.33335758", + "10.0", + "0", + "0", + "7.5", + "-3.35", + "38.793574", + "-120.619152", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "30", + "30", + "239.0", + "1", + "7778", + "Conventional Hydroelectric", + "10.7667458", + "32.3", + "0", + "0", + "15.6", + "-10.8", + "38.330985", + "-120.669901", + "0.07588602", + "14.878815", + "36.13494" + ], + [ + "31", + "31", + "239.0", + "2", + "7778", + "Conventional Hydroelectric", + "11.700086", + "35.1", + "0", + "0", + "17.0", + "-11.7", + "38.330985", + "-120.669901", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "32", + "32", + "239.0", + "3", + "7778", + "Conventional Hydroelectric", + "11.700086", + "35.1", + "0", + "0", + "17.0", + "-11.7", + "38.330985", + "-120.669901", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "33", + "33", + "240.0", + "H1", + "1634", + "Conventional Hydroelectric", + "22.5001659", + "67.5", + "0", + "0", + "32.7", + "-22.5", + "36.927424", + "-119.02025", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "34", + "34", + "240.0", + "H2", + "1634", + "Conventional Hydroelectric", + "22.5001659", + "67.5", + "0", + "0", + "32.7", + "-22.5", + "36.927424", + "-119.02025", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "35", + "35", + "241.0", + "1", + "749", + "Conventional Hydroelectric", + "4.53336649", + "13.6", + "0", + "0", + "18.7771429", + "-14.6707143", + "38.956985", + "-121.041932", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "36", + "36", + "242.0", + "1", + "339", + "Conventional Hydroelectric", + "0.86667277", + "2.6", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.268712", + "-121.089479", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "37", + "37", + "242.0", + "2", + "339", + "Conventional Hydroelectric", + "0.900006343", + "2.7", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.268712", + "-121.089479", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "38", + "38", + "243.0", + "1", + "1286", + "Conventional Hydroelectric", + "3.33335761", + "10.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.929297", + "-121.544462", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "39", + "39", + "244.0", + "1", + "8427", + "Conventional Hydroelectric", + "3.33335761", + "10.0", + "0", + "0", + "18.7771429", + "-14.6707143", + "40.960675", + "-121.548657", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "40", + "40", + "246.0", + "IC1", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "41", + "41", + "246.0", + "IC10", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "42", + "42", + "246.0", + "IC2", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "43", + "43", + "246.0", + "IC3", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "44", + "44", + "246.0", + "IC4", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "45", + "45", + "246.0", + "IC5", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "46", + "46", + "246.0", + "IC6", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "47", + "47", + "246.0", + "IC7", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "48", + "48", + "246.0", + "IC8", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "49", + "49", + "246.0", + "IC9", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "0", + "0", + "12.5222222", + "-5.56666667", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ] + ], + "shape": { + "columns": 16, + "rows": 3892 + } + }, + "text/html": [ + "
\n", + "shape: (3_892, 16)
gen_idPlantCodeGenIDbusFuelTypePgPmaxPminQgQmaxQminLatLoncost_acost_bcost_c
u32i64stri64strf64f64i64i64f64f64f64f64f32f32f32
034"1P"745"Conventional Hydroelectric"4.033362812.10018.777143-14.67071439.134259-120.9533410.05917214.87881546.499573
1151"1"1804"Petroleum Liquids"0.071.20034.5-23.737.62936-120.931390.08299244.915181427.413086
2151"2"1804"Natural Gas Fired Combustion T…0.071.20034.5-23.737.62936-120.931390.08299244.915181427.413086
3161"1"1964"Conventional Hydroelectric"0.3666691.10018.777143-14.67071437.611461-120.5946780.07872414.87881534.646786
4161"2"1964"Conventional Hydroelectric"0.3666691.10018.777143-14.67071437.611461-120.5946780.07872414.87881534.646786
…………………………………………
3887nullnull8862null0.00.000200.0-200.0nullnull0.00.00.0
3888nullnull8863null0.00.000200.0-200.0nullnull0.00.00.0
3889nullnull8864null0.00.000200.0-200.0nullnull0.00.00.0
3890nullnull8865null0.00.000200.0-200.0nullnull0.00.00.0
3891nullnull8867null0.00.000200.0-200.0nullnull0.00.00.0
" + ], + "text/plain": [ + "shape: (3_892, 16)\n", + "┌────────┬───────────┬───────┬──────┬───┬─────────────┬──────────┬───────────┬─────────────┐\n", + "│ gen_id ┆ PlantCode ┆ GenID ┆ bus ┆ … ┆ Lon ┆ cost_a ┆ cost_b ┆ cost_c │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i64 ┆ str ┆ i64 ┆ ┆ f64 ┆ f32 ┆ f32 ┆ f32 │\n", + "╞════════╪═══════════╪═══════╪══════╪═══╪═════════════╪══════════╪═══════════╪═════════════╡\n", + "│ 0 ┆ 34 ┆ 1P ┆ 745 ┆ … ┆ -120.953341 ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + "│ 1 ┆ 151 ┆ 1 ┆ 1804 ┆ … ┆ -120.93139 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 2 ┆ 151 ┆ 2 ┆ 1804 ┆ … ┆ -120.93139 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 3 ┆ 161 ┆ 1 ┆ 1964 ┆ … ┆ -120.594678 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ 4 ┆ 161 ┆ 2 ┆ 1964 ┆ … ┆ -120.594678 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 3887 ┆ null ┆ null ┆ 8862 ┆ … ┆ null ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3888 ┆ null ┆ null ┆ 8863 ┆ … ┆ null ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3889 ┆ null ┆ null ┆ 8864 ┆ … ┆ null ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3890 ┆ null ┆ null ┆ 8865 ┆ … ┆ null ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3891 ┆ null ┆ null ┆ 8867 ┆ … ┆ null ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "└────────┴───────────┴───────┴──────┴───┴─────────────┴──────────┴───────────┴─────────────┘" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Now let's merge with the matpower data to get costs\n", + "matpower_gen = pl.read_parquet(\n", + " snakemake.input[1], columns=[\"gen_id\", \"bus\", \"cost_a\", \"cost_b\", \"cost_c\"]\n", + ")\n", + "assert matpower_gen.height == df0.height, \"Matpower and GIS data doesn't match\"\n", + "df1 = df0.join(\n", + " matpower_gen, on=[\"gen_id\", \"bus\"], how=\"full\", coalesce=True, validate=\"1:1\"\n", + ")\n", + "df1" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "f66cc3f5", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "gen_id", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "PlantCode", + "rawType": "int64", + "type": "integer" + }, + { + "name": "GenID", + "rawType": "object", + "type": "string" + }, + { + "name": "bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "FuelType", + "rawType": "object", + "type": "string" + }, + { + "name": "Pg", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lat", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lon", + "rawType": "float64", + "type": "float" + }, + { + "name": "cost_a", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_b", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_c", + "rawType": "float32", + "type": "float" + } + ], + "ref": "5caf3d99-1861-4406-b7eb-667b55513c83", + "rows": [ + [ + "0", + "0", + "34", + "1P", + "745", + "Conventional Hydroelectric", + "4.0333628", + "12.1", + "39.134259", + "-120.953341", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "1", + "1", + "151", + "1", + "1804", + "Petroleum Liquids", + "0.0", + "71.2", + "37.62936", + "-120.93139", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "2", + "2", + "151", + "2", + "1804", + "Natural Gas Fired Combustion Turbine", + "0.0", + "71.2", + "37.62936", + "-120.93139", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "3", + "3", + "161", + "1", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "4", + "4", + "161", + "2", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "5", + "5", + "161", + "3", + "1964", + "Conventional Hydroelectric", + "0.366669117", + "1.1", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "6", + "6", + "162", + "1", + "1360", + "Conventional Hydroelectric", + "0.166667613", + "0.5", + "37.621536", + "-120.746247", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "7", + "7", + "162", + "2", + "1360", + "Conventional Hydroelectric", + "0.166667613", + "0.5", + "37.621536", + "-120.746247", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "8", + "8", + "180", + "1", + "1745", + "Conventional Hydroelectric", + "0.333335524", + "1.0", + "40.45193", + "-121.86215", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "9", + "9", + "214", + "1", + "744", + "Conventional Hydroelectric", + "0.333335524", + "1.0", + "39.215979", + "-120.80355", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "10", + "10", + "215", + "1", + "1587", + "Conventional Hydroelectric", + "0.466669881", + "1.4", + "38.071944", + "-120.539444", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "11", + "11", + "219", + "1", + "8022", + "Conventional Hydroelectric", + "39.30029", + "117.9", + "40.007445", + "-121.249438", + "0.019693715", + "14.878815", + "138.64578" + ], + [ + "12", + "12", + "220", + "H1", + "2220", + "Conventional Hydroelectric", + "11.0000809", + "33.0", + "39.91062", + "-121.327692", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "13", + "13", + "220", + "H2", + "2220", + "Conventional Hydroelectric", + "11.0000809", + "33.0", + "39.91062", + "-121.327692", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "14", + "14", + "221", + "1", + "1748", + "Conventional Hydroelectric", + "13.3334314", + "40.0", + "40.175656", + "-121.190663", + "0.061429746", + "14.878815", + "44.27816" + ], + [ + "15", + "15", + "222", + "1", + "8542", + "Conventional Hydroelectric", + "7.93339151", + "23.8", + "40.085476", + "-121.148241", + "0.10217835", + "14.878815", + "26.429274" + ], + [ + "16", + "16", + "222", + "2", + "8542", + "Conventional Hydroelectric", + "8.33339446", + "25.0", + "40.085476", + "-121.148241", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "17", + "17", + "222", + "3", + "8542", + "Conventional Hydroelectric", + "8.33339446", + "25.0", + "40.085476", + "-121.148241", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "18", + "18", + "223", + "4", + "8542", + "Conventional Hydroelectric", + "20.1001481", + "60.3", + "40.085997", + "-121.149373", + "0.04009894", + "14.878815", + "68.18556" + ], + [ + "19", + "19", + "223", + "5", + "8542", + "Conventional Hydroelectric", + "19.2001415", + "57.6", + "40.085997", + "-121.149373", + "0.042766955", + "14.878815", + "64.03004" + ], + [ + "20", + "20", + "227", + "1", + "1743", + "Conventional Hydroelectric", + "4.0333628", + "12.1", + "40.404645", + "-122.121904", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "21", + "21", + "229", + "1", + "1735", + "Conventional Hydroelectric", + "0.233334754", + "0.7", + "40.570817", + "-122.02093", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "22", + "22", + "229", + "2", + "1735", + "Conventional Hydroelectric", + "0.233334754", + "0.7", + "40.570817", + "-122.02093", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "23", + "23", + "235", + "1", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "24", + "24", + "235", + "2", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "25", + "25", + "235", + "3", + "8578", + "Conventional Hydroelectric", + "4.00002922", + "12.0", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "26", + "26", + "235", + "4", + "8578", + "Conventional Hydroelectric", + "4.40003218", + "13.2", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "27", + "27", + "237", + "1", + "744", + "Conventional Hydroelectric", + "7.33338707", + "22.0", + "39.216985", + "-120.835587", + "0.111", + "14.878815", + "24.552698" + ], + [ + "28", + "28", + "238", + "1", + "106", + "Conventional Hydroelectric", + "3.33335758", + "10.0", + "38.793574", + "-120.619152", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "29", + "29", + "238", + "2", + "106", + "Conventional Hydroelectric", + "3.33335758", + "10.0", + "38.793574", + "-120.619152", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "30", + "30", + "239", + "1", + "7778", + "Conventional Hydroelectric", + "10.7667458", + "32.3", + "38.330985", + "-120.669901", + "0.07588602", + "14.878815", + "36.13494" + ], + [ + "31", + "31", + "239", + "2", + "7778", + "Conventional Hydroelectric", + "11.700086", + "35.1", + "38.330985", + "-120.669901", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "32", + "32", + "239", + "3", + "7778", + "Conventional Hydroelectric", + "11.700086", + "35.1", + "38.330985", + "-120.669901", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "33", + "33", + "240", + "H1", + "1634", + "Conventional Hydroelectric", + "22.5001659", + "67.5", + "36.927424", + "-119.02025", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "34", + "34", + "240", + "H2", + "1634", + "Conventional Hydroelectric", + "22.5001659", + "67.5", + "36.927424", + "-119.02025", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "35", + "35", + "241", + "1", + "749", + "Conventional Hydroelectric", + "4.53336649", + "13.6", + "38.956985", + "-121.041932", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "36", + "36", + "242", + "1", + "339", + "Conventional Hydroelectric", + "0.86667277", + "2.6", + "40.268712", + "-121.089479", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "37", + "37", + "242", + "2", + "339", + "Conventional Hydroelectric", + "0.900006343", + "2.7", + "40.268712", + "-121.089479", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "38", + "38", + "243", + "1", + "1286", + "Conventional Hydroelectric", + "3.33335761", + "10.0", + "40.929297", + "-121.544462", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "39", + "39", + "244", + "1", + "8427", + "Conventional Hydroelectric", + "3.33335761", + "10.0", + "40.960675", + "-121.548657", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "40", + "40", + "246", + "IC1", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "41", + "41", + "246", + "IC10", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "42", + "42", + "246", + "IC2", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "43", + "43", + "246", + "IC3", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "44", + "44", + "246", + "IC4", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "45", + "45", + "246", + "IC5", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "46", + "46", + "246", + "IC6", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "47", + "47", + "246", + "IC7", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "48", + "48", + "246", + "IC8", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "49", + "49", + "246", + "IC9", + "170", + "Natural Gas Internal Combustion Engine", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ] + ], + "shape": { + "columns": 12, + "rows": 2149 + } + }, + "text/html": [ + "
\n", + "shape: (2_149, 12)
gen_idPlantCodeGenIDbusFuelTypePgPmaxLatLoncost_acost_bcost_c
u32i64stri64strf64f64f64f64f32f32f32
034"1P"745"Conventional Hydroelectric"4.033362812.139.134259-120.9533410.05917214.87881546.499573
1151"1"1804"Petroleum Liquids"0.071.237.62936-120.931390.08299244.915181427.413086
2151"2"1804"Natural Gas Fired Combustion T…0.071.237.62936-120.931390.08299244.915181427.413086
3161"1"1964"Conventional Hydroelectric"0.3666691.137.611461-120.5946780.07872414.87881534.646786
4161"2"1964"Conventional Hydroelectric"0.3666691.137.611461-120.5946780.07872414.87881534.646786
………………………………
21440"0"7583"IMPORT"0.0200.034.288557-114.1039240.031.3951740.0
21450"0"7604"IMPORT"0.0200.034.086702-113.9143130.031.3951740.0
21460"0"1293"IMPORT"0.0200.039.52124-120.0086580.031.3951740.0
21470"0"1898"IMPORT"0.0200.042.079884-121.3902080.031.3951740.0
21480"0"2261"IMPORT"0.0200.034.315146-114.15770.031.3951740.0
" + ], + "text/plain": [ + "shape: (2_149, 12)\n", + "┌────────┬───────────┬───────┬──────┬───┬─────────────┬──────────┬───────────┬─────────────┐\n", + "│ gen_id ┆ PlantCode ┆ GenID ┆ bus ┆ … ┆ Lon ┆ cost_a ┆ cost_b ┆ cost_c │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i64 ┆ str ┆ i64 ┆ ┆ f64 ┆ f32 ┆ f32 ┆ f32 │\n", + "╞════════╪═══════════╪═══════╪══════╪═══╪═════════════╪══════════╪═══════════╪═════════════╡\n", + "│ 0 ┆ 34 ┆ 1P ┆ 745 ┆ … ┆ -120.953341 ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + "│ 1 ┆ 151 ┆ 1 ┆ 1804 ┆ … ┆ -120.93139 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 2 ┆ 151 ┆ 2 ┆ 1804 ┆ … ┆ -120.93139 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 3 ┆ 161 ┆ 1 ┆ 1964 ┆ … ┆ -120.594678 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ 4 ┆ 161 ┆ 2 ┆ 1964 ┆ … ┆ -120.594678 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 2144 ┆ 0 ┆ 0 ┆ 7583 ┆ … ┆ -114.103924 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2145 ┆ 0 ┆ 0 ┆ 7604 ┆ … ┆ -113.914313 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2146 ┆ 0 ┆ 0 ┆ 1293 ┆ … ┆ -120.008658 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2147 ┆ 0 ┆ 0 ┆ 1898 ┆ … ┆ -121.390208 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2148 ┆ 0 ┆ 0 ┆ 2261 ┆ … ┆ -114.1577 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "└────────┴───────────┴───────┴──────┴───┴─────────────┴──────────┴───────────┴─────────────┘" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# remove reactive elements\n", + "assert (df1.get_column(\"Pmin\") == 0).all()\n", + "df2 = df1.drop(\"Pmin\")\n", + "reactive_elements = df2.filter(pl.col(\"Pmax\") == 0)\n", + "assert (\n", + " reactive_elements[\"FuelType\"].is_null().all()\n", + " and (reactive_elements[\"Qmax\"] != 0).all()\n", + "), \"Expected reactive elements to have Pmax == 0 and Qmax != 0\"\n", + "df2 = df2.filter(pl.col(\"Pmax\") > 0).drop(\"Qmax\", \"Qmin\", \"Qg\")\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "66b1aee3", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "FuelType", + "rawType": "object", + "type": "string" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + } + ], + "ref": "6fe815d9-648d-4b98-9235-f92413da94a4", + "rows": [ + [ + "0", + "Natural Gas Fired Combined Cycle", + "19649.3" + ], + [ + "1", + "Solar Photovoltaic", + "11639.398672709998" + ], + [ + "2", + "Natural Gas Fired Combustion Turbine", + "10893.4" + ], + [ + "3", + "Conventional Hydroelectric", + "7922.999999999998" + ], + [ + "4", + "Onshore Wind Turbine", + "5303.000000000001" + ], + [ + "5", + "IMPORT", + "5200.0" + ], + [ + "6", + "Natural Gas Steam Turbine", + "4744.799999999999" + ], + [ + "7", + "Nuclear", + "2323.0" + ], + [ + "8", + "Solar Thermal without Energy Storage", + "1156.00132935" + ], + [ + "9", + "Geothermal", + "1095.2" + ], + [ + "10", + "Hydroelectric Pumped Storage", + "759.1" + ], + [ + "11", + "Wood/Wood Waste Biomass", + "504.8" + ], + [ + "12", + "Petroleum Liquids", + "369.09999999999997" + ], + [ + "13", + "Natural Gas Internal Combustion Engine", + "325.59999999999997" + ], + [ + "14", + "Landfill Gas", + "278.6" + ], + [ + "15", + "Other Gases", + "258.1" + ], + [ + "16", + "Batteries", + "229.50000000000003" + ], + [ + "17", + "Other Waste Biomass", + "168.6" + ], + [ + "18", + "Other Natural Gas", + "131.7" + ], + [ + "19", + "All Other", + "113.69999999999999" + ], + [ + "20", + "Conventional Steam Coal", + "55.0" + ], + [ + "21", + "Petroleum Coke", + "27.3" + ], + [ + "22", + "Municipal Solid Waste", + "24.0" + ] + ], + "shape": { + "columns": 2, + "rows": 23 + } + }, + "text/html": [ + "
\n", + "shape: (23, 2)
FuelTypePmax
strf64
"Natural Gas Fired Combined Cyc…19649.3
"Solar Photovoltaic"11639.398673
"Natural Gas Fired Combustion T…10893.4
"Conventional Hydroelectric"7923.0
"Onshore Wind Turbine"5303.0
……
"Other Natural Gas"131.7
"All Other"113.7
"Conventional Steam Coal"55.0
"Petroleum Coke"27.3
"Municipal Solid Waste"24.0
" + ], + "text/plain": [ + "shape: (23, 2)\n", + "┌─────────────────────────────────┬──────────────┐\n", + "│ FuelType ┆ Pmax │\n", + "│ --- ┆ --- │\n", + "│ str ┆ f64 │\n", + "╞═════════════════════════════════╪══════════════╡\n", + "│ Natural Gas Fired Combined Cyc… ┆ 19649.3 │\n", + "│ Solar Photovoltaic ┆ 11639.398673 │\n", + "│ Natural Gas Fired Combustion T… ┆ 10893.4 │\n", + "│ Conventional Hydroelectric ┆ 7923.0 │\n", + "│ Onshore Wind Turbine ┆ 5303.0 │\n", + "│ … ┆ … │\n", + "│ Other Natural Gas ┆ 131.7 │\n", + "│ All Other ┆ 113.7 │\n", + "│ Conventional Steam Coal ┆ 55.0 │\n", + "│ Petroleum Coke ┆ 27.3 │\n", + "│ Municipal Solid Waste ┆ 24.0 │\n", + "└─────────────────────────────────┴──────────────┘" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2.select(\"FuelType\", \"Pmax\").group_by(\"FuelType\").sum().sort(\"Pmax\", descending=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "a5816b2b", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "sys:1: MapWithoutReturnDtypeWarning: Calling `map_elements` without specifying `return_dtype` can lead to unpredictable results. Specify `return_dtype` to silence this warning.\n" + ] + }, + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + } + ], + "ref": "b07df384-b165-4a84-8a63-1174f8210c0b", + "rows": [ + [ + "0", + "thermal", + "36756.899999999994" + ], + [ + "1", + "solar", + "12795.400002059998" + ], + [ + "2", + "hydro", + "7922.999999999998" + ], + [ + "3", + "wind", + "5303.000000000001" + ], + [ + "4", + "import", + "5200.0" + ], + [ + "5", + "nuclear", + "2323.0" + ], + [ + "6", + "other renewables", + "1768.5999999999997" + ], + [ + "7", + "hydroelectric pumped storage", + "759.1" + ], + [ + "8", + "batteries", + "229.50000000000003" + ], + [ + "9", + "all other", + "113.69999999999999" + ] + ], + "shape": { + "columns": 2, + "rows": 10 + } + }, + "text/html": [ + "
\n", + "shape: (10, 2)
typePmax
strf64
"thermal"36756.9
"solar"12795.400002
"hydro"7923.0
"wind"5303.0
"import"5200.0
"nuclear"2323.0
"other renewables"1768.6
"hydroelectric pumped storage"759.1
"batteries"229.5
"all other"113.7
" + ], + "text/plain": [ + "shape: (10, 2)\n", + "┌──────────────────────────────┬──────────────┐\n", + "│ type ┆ Pmax │\n", + "│ --- ┆ --- │\n", + "│ str ┆ f64 │\n", + "╞══════════════════════════════╪══════════════╡\n", + "│ thermal ┆ 36756.9 │\n", + "│ solar ┆ 12795.400002 │\n", + "│ hydro ┆ 7923.0 │\n", + "│ wind ┆ 5303.0 │\n", + "│ import ┆ 5200.0 │\n", + "│ nuclear ┆ 2323.0 │\n", + "│ other renewables ┆ 1768.6 │\n", + "│ hydroelectric pumped storage ┆ 759.1 │\n", + "│ batteries ┆ 229.5 │\n", + "│ all other ┆ 113.7 │\n", + "└──────────────────────────────┴──────────────┘" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "thermal_fuels = [\"coal\", \"gas\", \"petroleum\", \"municipal solid waste\"]\n", + "df3 = df2.with_columns(\n", + " pl.col(\"FuelType\")\n", + " .str.to_lowercase()\n", + " .map_elements(lambda x: \"thermal\" if any(f in x for f in thermal_fuels) else x)\n", + " .replace(\n", + " {\n", + " \"wood/wood waste biomass\": \"other renewables\",\n", + " \"geothermal\": \"other renewables\",\n", + " \"other waste biomass\": \"other renewables\",\n", + " \"solar photovoltaic\": \"solar\",\n", + " \"solar thermal without energy storage\": \"solar\",\n", + " \"conventional hydroelectric\": \"hydro\",\n", + " \"onshore wind turbine\": \"wind\",\n", + " }\n", + " )\n", + ").rename({\"FuelType\": \"type\"})\n", + "df3.select(\"type\", \"Pmax\").group_by(\"type\").sum().sort(\"Pmax\", descending=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "95a64809", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + } + ], + "ref": "16e8330d-faea-4991-8821-aa6092afc984", + "rows": [ + [ + "0", + "thermal", + "36756.89999999999" + ], + [ + "1", + "solar", + "12795.400002060001" + ], + [ + "2", + "hydro", + "7922.999999999999" + ], + [ + "3", + "wind", + "5303.0" + ], + [ + "4", + "import", + "5200.0" + ], + [ + "5", + "nuclear", + "2323.0" + ], + [ + "6", + "other renewables", + "1768.5999999999995" + ] + ], + "shape": { + "columns": 2, + "rows": 7 + } + }, + "text/html": [ + "
\n", + "shape: (7, 2)
typePmax
strf64
"thermal"36756.9
"solar"12795.400002
"hydro"7923.0
"wind"5303.0
"import"5200.0
"nuclear"2323.0
"other renewables"1768.6
" + ], + "text/plain": [ + "shape: (7, 2)\n", + "┌──────────────────┬──────────────┐\n", + "│ type ┆ Pmax │\n", + "│ --- ┆ --- │\n", + "│ str ┆ f64 │\n", + "╞══════════════════╪══════════════╡\n", + "│ thermal ┆ 36756.9 │\n", + "│ solar ┆ 12795.400002 │\n", + "│ hydro ┆ 7923.0 │\n", + "│ wind ┆ 5303.0 │\n", + "│ import ┆ 5200.0 │\n", + "│ nuclear ┆ 2323.0 │\n", + "│ other renewables ┆ 1768.6 │\n", + "└──────────────────┴──────────────┘" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Remove storage to simplify model and 'all other' since it's negligible\n", + "df4 = df3.filter(\n", + " ~pl.col(\"type\").is_in([\"batteries\", \"all other\", \"hydroelectric pumped storage\"])\n", + ")\n", + "df4.select(\"type\", \"Pmax\").group_by(\"type\").sum().sort(\"Pmax\", descending=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "e3336d7d", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "gen_id", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "PlantCode", + "rawType": "int64", + "type": "integer" + }, + { + "name": "GenID", + "rawType": "object", + "type": "string" + }, + { + "name": "bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "Pg", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lat", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lon", + "rawType": "float64", + "type": "float" + }, + { + "name": "cost_a", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_b", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_c", + "rawType": "float32", + "type": "float" + } + ], + "ref": "f2565014-84cb-490f-a0ff-a53a13bde5a6", + "rows": [ + [ + "0", + "0", + "34", + "1P", + "745", + "hydro", + "4.0333628", + "12.1", + "39.134259", + "-120.953341", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "1", + "1", + "151", + "1", + "1804", + "thermal", + "0.0", + "71.2", + "37.62936", + "-120.93139", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "2", + "2", + "151", + "2", + "1804", + "thermal", + "0.0", + "71.2", + "37.62936", + "-120.93139", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "3", + "3", + "161", + "1", + "1964", + "hydro", + "0.366669117", + "1.1", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "4", + "4", + "161", + "2", + "1964", + "hydro", + "0.366669117", + "1.1", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "5", + "5", + "161", + "3", + "1964", + "hydro", + "0.366669117", + "1.1", + "37.611461", + "-120.594678", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "6", + "6", + "162", + "1", + "1360", + "hydro", + "0.166667613", + "0.5", + "37.621536", + "-120.746247", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "7", + "7", + "162", + "2", + "1360", + "hydro", + "0.166667613", + "0.5", + "37.621536", + "-120.746247", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "8", + "8", + "180", + "1", + "1745", + "hydro", + "0.333335524", + "1.0", + "40.45193", + "-121.86215", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "9", + "9", + "214", + "1", + "744", + "hydro", + "0.333335524", + "1.0", + "39.215979", + "-120.80355", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "10", + "10", + "215", + "1", + "1587", + "hydro", + "0.466669881", + "1.4", + "38.071944", + "-120.539444", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "11", + "11", + "219", + "1", + "8022", + "hydro", + "39.30029", + "117.9", + "40.007445", + "-121.249438", + "0.019693715", + "14.878815", + "138.64578" + ], + [ + "12", + "12", + "220", + "H1", + "2220", + "hydro", + "11.0000809", + "33.0", + "39.91062", + "-121.327692", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "13", + "13", + "220", + "H2", + "2220", + "hydro", + "11.0000809", + "33.0", + "39.91062", + "-121.327692", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "14", + "14", + "221", + "1", + "1748", + "hydro", + "13.3334314", + "40.0", + "40.175656", + "-121.190663", + "0.061429746", + "14.878815", + "44.27816" + ], + [ + "15", + "15", + "222", + "1", + "8542", + "hydro", + "7.93339151", + "23.8", + "40.085476", + "-121.148241", + "0.10217835", + "14.878815", + "26.429274" + ], + [ + "16", + "16", + "222", + "2", + "8542", + "hydro", + "8.33339446", + "25.0", + "40.085476", + "-121.148241", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "17", + "17", + "222", + "3", + "8542", + "hydro", + "8.33339446", + "25.0", + "40.085476", + "-121.148241", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "18", + "18", + "223", + "4", + "8542", + "hydro", + "20.1001481", + "60.3", + "40.085997", + "-121.149373", + "0.04009894", + "14.878815", + "68.18556" + ], + [ + "19", + "19", + "223", + "5", + "8542", + "hydro", + "19.2001415", + "57.6", + "40.085997", + "-121.149373", + "0.042766955", + "14.878815", + "64.03004" + ], + [ + "20", + "20", + "227", + "1", + "1743", + "hydro", + "4.0333628", + "12.1", + "40.404645", + "-122.121904", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "21", + "21", + "229", + "1", + "1735", + "hydro", + "0.233334754", + "0.7", + "40.570817", + "-122.02093", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "22", + "22", + "229", + "2", + "1735", + "hydro", + "0.233334754", + "0.7", + "40.570817", + "-122.02093", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "23", + "23", + "235", + "1", + "8578", + "hydro", + "4.00002922", + "12.0", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "24", + "24", + "235", + "2", + "8578", + "hydro", + "4.00002922", + "12.0", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "25", + "25", + "235", + "3", + "8578", + "hydro", + "4.00002922", + "12.0", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "26", + "26", + "235", + "4", + "8578", + "hydro", + "4.40003218", + "13.2", + "39.256873", + "-120.767437", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "27", + "27", + "237", + "1", + "744", + "hydro", + "7.33338707", + "22.0", + "39.216985", + "-120.835587", + "0.111", + "14.878815", + "24.552698" + ], + [ + "28", + "28", + "238", + "1", + "106", + "hydro", + "3.33335758", + "10.0", + "38.793574", + "-120.619152", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "29", + "29", + "238", + "2", + "106", + "hydro", + "3.33335758", + "10.0", + "38.793574", + "-120.619152", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "30", + "30", + "239", + "1", + "7778", + "hydro", + "10.7667458", + "32.3", + "38.330985", + "-120.669901", + "0.07588602", + "14.878815", + "36.13494" + ], + [ + "31", + "31", + "239", + "2", + "7778", + "hydro", + "11.700086", + "35.1", + "38.330985", + "-120.669901", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "32", + "32", + "239", + "3", + "7778", + "hydro", + "11.700086", + "35.1", + "38.330985", + "-120.669901", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "33", + "33", + "240", + "H1", + "1634", + "hydro", + "22.5001659", + "67.5", + "36.927424", + "-119.02025", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "34", + "34", + "240", + "H2", + "1634", + "hydro", + "22.5001659", + "67.5", + "36.927424", + "-119.02025", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "35", + "35", + "241", + "1", + "749", + "hydro", + "4.53336649", + "13.6", + "38.956985", + "-121.041932", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "36", + "36", + "242", + "1", + "339", + "hydro", + "0.86667277", + "2.6", + "40.268712", + "-121.089479", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "37", + "37", + "242", + "2", + "339", + "hydro", + "0.900006343", + "2.7", + "40.268712", + "-121.089479", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "38", + "38", + "243", + "1", + "1286", + "hydro", + "3.33335761", + "10.0", + "40.929297", + "-121.544462", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "39", + "39", + "244", + "1", + "8427", + "hydro", + "3.33335761", + "10.0", + "40.960675", + "-121.548657", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "40", + "40", + "246", + "IC1", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "41", + "41", + "246", + "IC10", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "42", + "42", + "246", + "IC2", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "43", + "43", + "246", + "IC3", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "44", + "44", + "246", + "IC4", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "45", + "45", + "246", + "IC5", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "46", + "46", + "246", + "IC6", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "47", + "47", + "246", + "IC7", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "48", + "48", + "246", + "IC8", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "49", + "49", + "246", + "IC9", + "170", + "thermal", + "16.7001233", + "16.7", + "40.7415", + "-124.2103", + "0.018728377", + "6.603145", + "74.69925" + ] + ], + "shape": { + "columns": 12, + "rows": 2086 + } + }, + "text/html": [ + "
\n", + "shape: (2_086, 12)
gen_idPlantCodeGenIDbustypePgPmaxLatLoncost_acost_bcost_c
u32i64stri64strf64f64f64f64f32f32f32
034"1P"745"hydro"4.033362812.139.134259-120.9533410.05917214.87881546.499573
1151"1"1804"thermal"0.071.237.62936-120.931390.08299244.915181427.413086
2151"2"1804"thermal"0.071.237.62936-120.931390.08299244.915181427.413086
3161"1"1964"hydro"0.3666691.137.611461-120.5946780.07872414.87881534.646786
4161"2"1964"hydro"0.3666691.137.611461-120.5946780.07872414.87881534.646786
………………………………
21440"0"7583"import"0.0200.034.288557-114.1039240.031.3951740.0
21450"0"7604"import"0.0200.034.086702-113.9143130.031.3951740.0
21460"0"1293"import"0.0200.039.52124-120.0086580.031.3951740.0
21470"0"1898"import"0.0200.042.079884-121.3902080.031.3951740.0
21480"0"2261"import"0.0200.034.315146-114.15770.031.3951740.0
" + ], + "text/plain": [ + "shape: (2_086, 12)\n", + "┌────────┬───────────┬───────┬──────┬───┬─────────────┬──────────┬───────────┬─────────────┐\n", + "│ gen_id ┆ PlantCode ┆ GenID ┆ bus ┆ … ┆ Lon ┆ cost_a ┆ cost_b ┆ cost_c │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i64 ┆ str ┆ i64 ┆ ┆ f64 ┆ f32 ┆ f32 ┆ f32 │\n", + "╞════════╪═══════════╪═══════╪══════╪═══╪═════════════╪══════════╪═══════════╪═════════════╡\n", + "│ 0 ┆ 34 ┆ 1P ┆ 745 ┆ … ┆ -120.953341 ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + "│ 1 ┆ 151 ┆ 1 ┆ 1804 ┆ … ┆ -120.93139 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 2 ┆ 151 ┆ 2 ┆ 1804 ┆ … ┆ -120.93139 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 3 ┆ 161 ┆ 1 ┆ 1964 ┆ … ┆ -120.594678 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ 4 ┆ 161 ┆ 2 ┆ 1964 ┆ … ┆ -120.594678 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 2144 ┆ 0 ┆ 0 ┆ 7583 ┆ … ┆ -114.103924 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2145 ┆ 0 ┆ 0 ┆ 7604 ┆ … ┆ -113.914313 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2146 ┆ 0 ┆ 0 ┆ 1293 ┆ … ┆ -120.008658 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2147 ┆ 0 ┆ 0 ┆ 1898 ┆ … ┆ -121.390208 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "│ 2148 ┆ 0 ┆ 0 ┆ 2261 ┆ … ┆ -114.1577 ┆ 0.0 ┆ 31.395174 ┆ 0.0 │\n", + "└────────┴───────────┴───────┴──────┴───┴─────────────┴──────────┴───────────┴─────────────┘" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df4" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "aa5ad4a2", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "gen_id", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "Pg", + "rawType": "float64", + "type": "float" + }, + { + "name": "Pmax", + "rawType": "float64", + "type": "float" + }, + { + "name": "cost_a", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_b", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_c", + "rawType": "float32", + "type": "float" + } + ], + "ref": "070ba978-a78a-493c-aba4-16da3185e91a", + "rows": [ + [ + "0", + "hydro", + "6", + "790", + "1.63334503", + "4.9", + "0.104841046", + "14.878815", + "26.207485" + ], + [ + "1", + "solar", + "16", + "3247", + "1.362353748", + "1.93938261", + "0.0", + "0.0", + "0.0" + ], + [ + "2", + "thermal", + "16", + "3513", + "0.0", + "2.8", + "0.061161783", + "49.007454", + "496.50217" + ], + [ + "3", + "solar", + "17", + "2099", + "0.999059415", + "1.42221391", + "0.0", + "0.0", + "0.0" + ], + [ + "4", + "thermal", + "17", + "1724", + "0.0", + "1.1", + "0.030580891", + "24.503727", + "248.25108" + ], + [ + "5", + "solar", + "19", + "2044", + "1.81647166", + "2.58584348", + "0.0", + "0.0", + "0.0" + ], + [ + "6", + "other renewables", + "28", + "1577", + "0.0", + "22.5", + "0.12967323", + "34.871376", + "118.435394" + ], + [ + "7", + "hydro", + "32", + "161", + "14.00010267", + "42.0", + "0.14608833", + "29.75763", + "78.330414" + ], + [ + "8", + "solar", + "43", + "1608", + "1.54400091", + "2.19796696", + "0.0", + "0.0", + "0.0" + ], + [ + "9", + "thermal", + "43", + "1607", + "2.00001458", + "2.0", + "0.051140815", + "13.502242", + "315.96417" + ], + [ + "10", + "thermal", + "46", + "1310", + "0.0", + "2.3", + "0.25325", + "58.907", + "173.53" + ], + [ + "11", + "hydro", + "49", + "380", + "1.13334137", + "3.4", + "0.104841046", + "14.878815", + "26.207485" + ], + [ + "12", + "solar", + "51", + "3011", + "3.178825412", + "4.52522609", + "0.0", + "0.0", + "0.0" + ], + [ + "13", + "hydro", + "60", + "63", + "1.20000852", + "3.6", + "0.104841046", + "14.878815", + "26.207485" + ], + [ + "14", + "other renewables", + "68", + "609", + "0.0", + "29.1", + "0.11593", + "34.988", + "127.93" + ], + [ + "15", + "solar", + "71", + "1509", + "1.36235375", + "1.93938261", + "0.0", + "0.0", + "0.0" + ], + [ + "16", + "thermal", + "76", + "614", + "0.0", + "27.3", + "0.082133", + "23.025", + "78.442" + ], + [ + "17", + "thermal", + "90", + "1266", + "3.50002568", + "3.5", + "0.051140815", + "13.502242", + "315.96417" + ], + [ + "18", + "hydro", + "103", + "336", + "4.23336427", + "12.7", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "19", + "hydro", + "105", + "327", + "3.33335761", + "10.0", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "20", + "hydro", + "106", + "57", + "6.66671516", + "20.0", + "0.24067903", + "29.75763", + "44.67559" + ], + [ + "21", + "solar", + "108", + "4170", + "1.089883", + "1.551506088", + "0.0", + "0.0", + "0.0" + ], + [ + "22", + "solar", + "111", + "1185", + "127.153016", + "181.009044", + "0.0", + "0.0", + "0.0" + ], + [ + "23", + "thermal", + "112", + "1431", + "6.80004988", + "6.8", + "0.10228163", + "27.004484", + "631.92834" + ], + [ + "24", + "solar", + "113", + "1425", + "1.36235375", + "1.93938261", + "0.0", + "0.0", + "0.0" + ], + [ + "25", + "solar", + "116", + "1677", + "17.2564808", + "24.5655131", + "0.0", + "0.0", + "0.0" + ], + [ + "26", + "solar", + "121", + "1248", + "18.1647166", + "25.8584348", + "0.0", + "0.0", + "0.0" + ], + [ + "27", + "hydro", + "125", + "2466", + "12.500090996", + "37.5", + "0.31489772", + "59.51526", + "138.58714" + ], + [ + "28", + "solar", + "131", + "2604", + "36.3294332", + "51.7168696", + "0.0", + "0.0", + "0.0" + ], + [ + "29", + "solar", + "137", + "3439", + "60.488506359999995", + "86.1085879", + "0.0", + "0.0", + "0.0" + ], + [ + "30", + "other renewables", + "138", + "544", + "0.0", + "28.0", + "0.10945273", + "34.781925", + "163.50204" + ], + [ + "31", + "solar", + "138", + "1013", + "4.54117916", + "6.4646087", + "0.0", + "0.0", + "0.0" + ], + [ + "32", + "solar", + "145", + "1239", + "18.1647166", + "25.8584348", + "0.0", + "0.0", + "0.0" + ], + [ + "33", + "solar", + "149", + "1773", + "54.4941499", + "77.5753044", + "0.0", + "0.0", + "0.0" + ], + [ + "34", + "solar", + "155", + "1832", + "1.36235375", + "1.93938261", + "0.0", + "0.0", + "0.0" + ], + [ + "35", + "hydro", + "158", + "769", + "1.666678396", + "5.0", + "0.1715444", + "29.75763", + "64.0988" + ], + [ + "36", + "other renewables", + "159", + "539", + "0.0", + "13.8", + "0.14022325", + "34.93742", + "111.51133" + ], + [ + "37", + "hydro", + "164", + "3509", + "0.466669881", + "1.5", + "0.15744886", + "29.75763", + "69.29357" + ], + [ + "38", + "other renewables", + "165", + "451", + "0.0", + "18.8", + "0.13638663", + "34.9222", + "113.70841" + ], + [ + "39", + "hydro", + "166", + "767", + "0.433336296", + "1.3", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "40", + "thermal", + "170", + "445", + "167.001233", + "166.99999999999997", + "0.18728377", + "66.03145", + "746.99243" + ], + [ + "41", + "other renewables", + "175", + "1686", + "0.0", + "32.5", + "0.25670093", + "104.08148", + "617.60236" + ], + [ + "42", + "other renewables", + "181", + "5115", + "80.000591", + "80.0", + "0.0", + "0.0", + "0.0" + ], + [ + "43", + "solar", + "181", + "1602", + "5.17694424", + "7.36965392", + "0.0", + "0.0", + "0.0" + ], + [ + "44", + "solar", + "182", + "3595", + "45.4117916", + "64.646087", + "0.0", + "0.0", + "0.0" + ], + [ + "45", + "thermal", + "192", + "1373", + "0.0", + "8.9", + "0.030580891", + "24.503727", + "248.25108" + ], + [ + "46", + "hydro", + "194", + "383", + "3.33335722", + "10.0", + "0.20968209", + "29.75763", + "52.41497" + ], + [ + "47", + "hydro", + "195", + "996", + "1.9000132950000002", + "5.699999999999999", + "0.31452313", + "44.636444", + "78.62245" + ], + [ + "48", + "thermal", + "198", + "2011", + "105.4759578", + "121.0", + "0.12947427", + "28.38078", + "602.0941" + ], + [ + "49", + "solar", + "200", + "3979", + "1.816471664", + "2.58584348", + "0.0", + "0.0", + "0.0" + ] + ], + "shape": { + "columns": 8, + "rows": 850 + } + }, + "text/html": [ + "
\n", + "shape: (850, 8)
typebusgen_idPgPmaxcost_acost_bcost_c
stri64u32f64f64f32f32f32
"hydro"67901.6333454.90.10484114.87881526.207485
"solar"1632471.3623541.9393830.00.00.0
"thermal"1635130.02.80.06116249.007454496.502167
"solar"1720990.9990591.4222140.00.00.0
"thermal"1717240.01.10.03058124.503727248.251083
……………………
"hydro"88326705.23337115.70.24589244.636444100.639664
"thermal"883276550.023.01.26625294.535004867.649963
"thermal"883885549.90036449.90.05553814.512151283.415802
"thermal"884329601.400012.90.30439172.409241489.494171
"solar"886512642116.980775166.528320.00.00.0
" + ], + "text/plain": [ + "shape: (850, 8)\n", + "┌─────────┬──────┬────────┬────────────┬───────────┬──────────┬────────────┬────────────┐\n", + "│ type ┆ bus ┆ gen_id ┆ Pg ┆ Pmax ┆ cost_a ┆ cost_b ┆ cost_c │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ str ┆ i64 ┆ u32 ┆ f64 ┆ f64 ┆ f32 ┆ f32 ┆ f32 │\n", + "╞═════════╪══════╪════════╪════════════╪═══════════╪══════════╪════════════╪════════════╡\n", + "│ hydro ┆ 6 ┆ 790 ┆ 1.633345 ┆ 4.9 ┆ 0.104841 ┆ 14.878815 ┆ 26.207485 │\n", + "│ solar ┆ 16 ┆ 3247 ┆ 1.362354 ┆ 1.939383 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ thermal ┆ 16 ┆ 3513 ┆ 0.0 ┆ 2.8 ┆ 0.061162 ┆ 49.007454 ┆ 496.502167 │\n", + "│ solar ┆ 17 ┆ 2099 ┆ 0.999059 ┆ 1.422214 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ thermal ┆ 17 ┆ 1724 ┆ 0.0 ┆ 1.1 ┆ 0.030581 ┆ 24.503727 ┆ 248.251083 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ hydro ┆ 8832 ┆ 670 ┆ 5.233371 ┆ 15.7 ┆ 0.245892 ┆ 44.636444 ┆ 100.639664 │\n", + "│ thermal ┆ 8832 ┆ 7655 ┆ 0.0 ┆ 23.0 ┆ 1.26625 ┆ 294.535004 ┆ 867.649963 │\n", + "│ thermal ┆ 8838 ┆ 855 ┆ 49.900364 ┆ 49.9 ┆ 0.055538 ┆ 14.512151 ┆ 283.415802 │\n", + "│ thermal ┆ 8843 ┆ 2960 ┆ 1.40001 ┆ 2.9 ┆ 0.304391 ┆ 72.409241 ┆ 489.494171 │\n", + "│ solar ┆ 8865 ┆ 12642 ┆ 116.980775 ┆ 166.52832 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "└─────────┴──────┴────────┴────────────┴───────────┴──────────┴────────────┴────────────┘" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# group by type and bus\n", + "df5 = (\n", + " df4.drop(\"Lat\", \"Lon\", \"PlantCode\", \"GenID\")\n", + " .group_by(\"type\", \"bus\")\n", + " .sum()\n", + " .sort(\"bus\", \"type\")\n", + ")\n", + "df5" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "007a72fc", + "metadata": {}, + "outputs": [], + "source": [ + "# write\n", + "df5.write_parquet(snakemake.output[0])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/process_lines_json.py.ipynb b/benchmarks/src/energy_planning/scripts/process_lines_json.py.ipynb new file mode 100644 index 00000000..f6bded19 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/process_lines_json.py.ipynb @@ -0,0 +1,2098 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "07e3cd71", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "import pandas as pd\n", + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "\n", + "if \"snakemake\" not in globals() or hasattr(snakemake, \"mock\"): # noqa: F821\n", + " snakemake = mock_snakemake(\"process_line_data\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7b7d13c0", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "type", + "rawType": "object", + "type": "string" + }, + { + "name": "geometry.coordinates", + "rawType": "object", + "type": "unknown" + }, + { + "name": "geometry.type", + "rawType": "object", + "type": "string" + }, + { + "name": "properties.br_r", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.rate_a", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.Comments", + "rawType": "object", + "type": "string" + }, + { + "name": "properties.br_b", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.Lon2", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.Lon1", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.br_x", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.kV", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.Lat1", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.f_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "properties.t_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "properties.CATS_ID", + "rawType": "object", + "type": "string" + }, + { + "name": "properties.Lat2", + "rawType": "float64", + "type": "float" + }, + { + "name": "properties.transformer", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "properties.Structure_Type", + "rawType": "object", + "type": "unknown" + }, + { + "name": "properties.Type", + "rawType": "object", + "type": "unknown" + }, + { + "name": "properties.Circuit", + "rawType": "object", + "type": "unknown" + }, + { + "name": "properties.Structure_Material", + "rawType": "object", + "type": "unknown" + } + ], + "ref": "bfbedc08-666f-4ced-bb0e-9b241da94d05", + "rows": [ + [ + "0", + "0", + "Feature", + "[[-122.24291409889523, 37.77242586670423], [-122.24314284220173, 37.77204138338957]]", + "LineString", + "4.77325417e-05", + "1.75", + " ", + "2.70512591e-05", + "-122.243142842", + "-122.242914099", + "0.000218973035", + "115.0", + "37.7724258667", + "1", + "2410", + "1", + "37.7720413834", + "False", + null, + null, + null, + null + ], + [ + "1", + "1", + "Feature", + "[[-122.24314284220173, 37.77204138338957], [-122.23805148337712, 37.76979154878516], [-122.23581377250255, 37.7686245894896], [-122.23244332394025, 37.76706384895919], [-122.22935517988525, 37.765455022775555], [-122.22788870384464, 37.764481315224614], [-122.22629274991749, 37.763316927391145], [-122.22437051300933, 37.765197196811975], [-122.22377479980018, 37.765739940826805], [-122.22078537780025, 37.76327361959703], [-122.21941656097209, 37.76217027789175], [-122.2178632331517, 37.76079113032142], [-122.21592392523571, 37.76209831076434], [-122.21447868693599, 37.763001646168085]]", + "LineString", + "0.000914159703", + "4.37", + " ", + "0.00232055065", + "-122.214478687", + "-122.243142842", + "0.00748537674", + "115.0", + "37.7720413834", + "2410", + "20", + "2", + "37.7630016462", + "False", + null, + null, + null, + null + ], + [ + "2", + "2", + "Feature", + "[[-122.24314284220173, 37.77204138338957], [-122.24325206054357, 37.7719100682287], [-122.24632697724377, 37.7732653255928], [-122.2495348371797, 37.774634998017284], [-122.25217452249989, 37.775788755739654], [-122.25310809652956, 37.77617826330733], [-122.25426581430817, 37.77445039121287], [-122.25745413823752, 37.7758440253838], [-122.25828045876457, 37.776216098197004], [-122.25929318688159, 37.77649081309992], [-122.25989986577869, 37.77659534429686], [-122.2604216748041, 37.776649171761875], [-122.26094272980612, 37.77667799661188], [-122.2630688054018, 37.77675155330102], [-122.26590415540433, 37.77690034498243], [-122.2694114368994, 37.777029520714095], [-122.27337419096659, 37.777109019385854], [-122.27689084463532, 37.777167305040074], [-122.27973894254738, 37.777260951733766], [-122.28225807883432, 37.77731076966429], [-122.28233267531998, 37.776456593958194], [-122.28267440977484, 37.776447809139604], [-122.28351976529372, 37.77646126092992], [-122.2869393621207, 37.77654156653948], [-122.28969484103831, 37.77661400437466], [-122.29144383760769, 37.776666975925714], [-122.29144003765407, 37.77673072112283], [-122.29135507441687, 37.77846514605875], [-122.29145408356094, 37.779165922885475]]", + "LineString", + "0.00354038775", + "1.85", + " ", + "0.00246932935", + "-122.291454084", + "-122.243142842", + "0.0161378013", + "115.0", + "37.7720413834", + "2410", + "2411", + "3", + "37.7791659229", + "False", + null, + null, + null, + null + ], + [ + "3", + "3", + "Feature", + "[[-122.29145408356094, 37.779165922885475], [-122.29269757630254, 37.7793217798871]]", + "LineString", + "0.000155718691", + "1.42", + " ", + "7.07109094e-05", + "-122.292697576", + "-122.291454084", + "0.000468686643", + "115.0", + "37.7791659229", + "2411", + "1618", + "4", + "37.7793217799", + "False", + null, + null, + null, + null + ], + [ + "4", + "4", + "Feature", + "[[-122.29145408356094, 37.779165922885475], [-122.29146555093914, 37.7808414183358], [-122.2914692868177, 37.78145498456132], [-122.2915011796648, 37.78348136059104], [-122.29126540691995, 37.78346211564351], [-122.29128001194006, 37.78623310520014], [-122.29143567330604, 37.78706942612206], [-122.29113742911032, 37.787954017240935], [-122.29072008285794, 37.78854396375655], [-122.29049002113273, 37.78854836193], [-122.28981822348467, 37.7886720528845]]", + "LineString", + "0.000648026445", + "2.19", + " ", + "0.00053719108", + "-122.289818223", + "-122.291454084", + "0.00410435055", + "115.0", + "37.7791659229", + "2411", + "1617", + "5", + "37.7886720529", + "False", + null, + null, + null, + null + ] + ], + "shape": { + "columns": 22, + "rows": 5 + } + }, + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
idtypegeometry.coordinatesgeometry.typeproperties.br_rproperties.rate_aproperties.Commentsproperties.br_bproperties.Lon2properties.Lon1...properties.Lat1properties.f_busproperties.t_busproperties.CATS_IDproperties.Lat2properties.transformerproperties.Structure_Typeproperties.Typeproperties.Circuitproperties.Structure_Material
00Feature[[-122.24291409889523, 37.77242586670423], [-1...LineString0.0000481.750.000027-122.243143-122.242914...37.77242612410137.772041FalseNaNNaNNaNNaN
11Feature[[-122.24314284220173, 37.77204138338957], [-1...LineString0.0009144.370.002321-122.214479-122.243143...37.772041241020237.763002FalseNaNNaNNaNNaN
22Feature[[-122.24314284220173, 37.77204138338957], [-1...LineString0.0035401.850.002469-122.291454-122.243143...37.77204124102411337.779166FalseNaNNaNNaNNaN
33Feature[[-122.29145408356094, 37.779165922885475], [-...LineString0.0001561.420.000071-122.292698-122.291454...37.77916624111618437.779322FalseNaNNaNNaNNaN
44Feature[[-122.29145408356094, 37.779165922885475], [-...LineString0.0006482.190.000537-122.289818-122.291454...37.77916624111617537.788672FalseNaNNaNNaNNaN
\n", + "

5 rows × 22 columns

\n", + "
" + ], + "text/plain": [ + " id type geometry.coordinates \\\n", + "0 0 Feature [[-122.24291409889523, 37.77242586670423], [-1... \n", + "1 1 Feature [[-122.24314284220173, 37.77204138338957], [-1... \n", + "2 2 Feature [[-122.24314284220173, 37.77204138338957], [-1... \n", + "3 3 Feature [[-122.29145408356094, 37.779165922885475], [-... \n", + "4 4 Feature [[-122.29145408356094, 37.779165922885475], [-... \n", + "\n", + " geometry.type properties.br_r properties.rate_a properties.Comments \\\n", + "0 LineString 0.000048 1.75 \n", + "1 LineString 0.000914 4.37 \n", + "2 LineString 0.003540 1.85 \n", + "3 LineString 0.000156 1.42 \n", + "4 LineString 0.000648 2.19 \n", + "\n", + " properties.br_b properties.Lon2 properties.Lon1 ... properties.Lat1 \\\n", + "0 0.000027 -122.243143 -122.242914 ... 37.772426 \n", + "1 0.002321 -122.214479 -122.243143 ... 37.772041 \n", + "2 0.002469 -122.291454 -122.243143 ... 37.772041 \n", + "3 0.000071 -122.292698 -122.291454 ... 37.779166 \n", + "4 0.000537 -122.289818 -122.291454 ... 37.779166 \n", + "\n", + " properties.f_bus properties.t_bus properties.CATS_ID properties.Lat2 \\\n", + "0 1 2410 1 37.772041 \n", + "1 2410 20 2 37.763002 \n", + "2 2410 2411 3 37.779166 \n", + "3 2411 1618 4 37.779322 \n", + "4 2411 1617 5 37.788672 \n", + "\n", + " properties.transformer properties.Structure_Type properties.Type \\\n", + "0 False NaN NaN \n", + "1 False NaN NaN \n", + "2 False NaN NaN \n", + "3 False NaN NaN \n", + "4 False NaN NaN \n", + "\n", + " properties.Circuit properties.Structure_Material \n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "\n", + "[5 rows x 22 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "geojson = json.load(open(snakemake.input[0]))\n", + "df = pd.json_normalize(geojson, record_path=[\"features\"])\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "2cd013d4", + "metadata": {}, + "outputs": [], + "source": [ + "# Code to explore the MultiLineString geometry type. They appear to but just like the normal LineString types.\n", + "# geojson[\"features\"] = [\n", + "# f for f in geojson[\"features\"] if f[\"geometry\"][\"type\"] != \"LineString\"\n", + "# ]\n", + "# json.dump(geojson, open(snakemake.output.special_features, \"w\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "366760c7", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "br_r", + "rawType": "float64", + "type": "float" + }, + { + "name": "rate_a", + "rawType": "float64", + "type": "float" + }, + { + "name": "Comments", + "rawType": "object", + "type": "string" + }, + { + "name": "br_b", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lon2", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lon1", + "rawType": "float64", + "type": "float" + }, + { + "name": "br_x", + "rawType": "float64", + "type": "float" + }, + { + "name": "kV", + "rawType": "float64", + "type": "float" + }, + { + "name": "Lat1", + "rawType": "float64", + "type": "float" + }, + { + "name": "f_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "t_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "CATS_ID", + "rawType": "object", + "type": "string" + }, + { + "name": "Lat2", + "rawType": "float64", + "type": "float" + }, + { + "name": "transformer", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Structure_Type", + "rawType": "object", + "type": "unknown" + }, + { + "name": "Type", + "rawType": "object", + "type": "unknown" + }, + { + "name": "Circuit", + "rawType": "object", + "type": "unknown" + }, + { + "name": "Structure_Material", + "rawType": "object", + "type": "unknown" + } + ], + "ref": "2059bb72-2360-4c4a-9f41-17b15b02e79b", + "rows": [ + [ + "0", + "4.77325417e-05", + "1.75", + " ", + "2.70512591e-05", + "-122.243142842", + "-122.242914099", + "0.000218973035", + "115.0", + "37.7724258667", + "1", + "2410", + "1", + "37.7720413834", + "False", + null, + null, + null, + null + ], + [ + "1", + "0.000914159703", + "4.37", + " ", + "0.00232055065", + "-122.214478687", + "-122.243142842", + "0.00748537674", + "115.0", + "37.7720413834", + "2410", + "20", + "2", + "37.7630016462", + "False", + null, + null, + null, + null + ], + [ + "2", + "0.00354038775", + "1.85", + " ", + "0.00246932935", + "-122.291454084", + "-122.243142842", + "0.0161378013", + "115.0", + "37.7720413834", + "2410", + "2411", + "3", + "37.7791659229", + "False", + null, + null, + null, + null + ], + [ + "3", + "0.000155718691", + "1.42", + " ", + "7.07109094e-05", + "-122.292697576", + "-122.291454084", + "0.000468686643", + "115.0", + "37.7791659229", + "2411", + "1618", + "4", + "37.7793217799", + "False", + null, + null, + null, + null + ], + [ + "4", + "0.000648026445", + "2.19", + " ", + "0.00053719108", + "-122.289818223", + "-122.291454084", + "0.00410435055", + "115.0", + "37.7791659229", + "2411", + "1617", + "5", + "37.7886720529", + "False", + null, + null, + null, + null + ] + ], + "shape": { + "columns": 18, + "rows": 5 + } + }, + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
br_rrate_aCommentsbr_bLon2Lon1br_xkVLat1f_bust_busCATS_IDLat2transformerStructure_TypeTypeCircuitStructure_Material
00.0000481.750.000027-122.243143-122.2429140.000219115.037.77242612410137.772041FalseNaNNaNNaNNaN
10.0009144.370.002321-122.214479-122.2431430.007485115.037.772041241020237.763002FalseNaNNaNNaNNaN
20.0035401.850.002469-122.291454-122.2431430.016138115.037.77204124102411337.779166FalseNaNNaNNaNNaN
30.0001561.420.000071-122.292698-122.2914540.000469115.037.77916624111618437.779322FalseNaNNaNNaNNaN
40.0006482.190.000537-122.289818-122.2914540.004104115.037.77916624111617537.788672FalseNaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " br_r rate_a Comments br_b Lon2 Lon1 br_x \\\n", + "0 0.000048 1.75 0.000027 -122.243143 -122.242914 0.000219 \n", + "1 0.000914 4.37 0.002321 -122.214479 -122.243143 0.007485 \n", + "2 0.003540 1.85 0.002469 -122.291454 -122.243143 0.016138 \n", + "3 0.000156 1.42 0.000071 -122.292698 -122.291454 0.000469 \n", + "4 0.000648 2.19 0.000537 -122.289818 -122.291454 0.004104 \n", + "\n", + " kV Lat1 f_bus t_bus CATS_ID Lat2 transformer \\\n", + "0 115.0 37.772426 1 2410 1 37.772041 False \n", + "1 115.0 37.772041 2410 20 2 37.763002 False \n", + "2 115.0 37.772041 2410 2411 3 37.779166 False \n", + "3 115.0 37.779166 2411 1618 4 37.779322 False \n", + "4 115.0 37.779166 2411 1617 5 37.788672 False \n", + "\n", + " Structure_Type Type Circuit Structure_Material \n", + "0 NaN NaN NaN NaN \n", + "1 NaN NaN NaN NaN \n", + "2 NaN NaN NaN NaN \n", + "3 NaN NaN NaN NaN \n", + "4 NaN NaN NaN NaN " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = df.drop(columns=(c for c in df.columns if not c.startswith(\"properties.\")))\n", + "df2.columns = df2.columns.str.replace(\"properties.\", \"\", regex=False)\n", + "df2.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "10f09347", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "object", + "type": "string" + }, + { + "name": "from_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "to_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_rating", + "rawType": "float64", + "type": "float" + }, + { + "name": "reactance", + "rawType": "float64", + "type": "float" + } + ], + "ref": "1cec5aa4-0957-413e-a233-d7c9370b72ef", + "rows": [ + [ + "0", + "1", + "1", + "2410", + "1.75", + "0.000218973035" + ], + [ + "1", + "2", + "2410", + "20", + "4.37", + "0.00748537674" + ], + [ + "2", + "3", + "2410", + "2411", + "1.85", + "0.0161378013" + ], + [ + "3", + "4", + "2411", + "1618", + "1.42", + "0.000468686643" + ], + [ + "4", + "5", + "2411", + "1617", + "2.19", + "0.00410435055" + ] + ], + "shape": { + "columns": 5, + "rows": 5 + } + }, + "text/html": [ + "
\n", + "shape: (5, 5)
line_idfrom_busto_busline_ratingreactance
stri64i64f64f64
"1"124101.750.000219
"2"2410204.370.007485
"3"241024111.850.016138
"4"241116181.420.000469
"5"241116172.190.004104
" + ], + "text/plain": [ + "shape: (5, 5)\n", + "┌─────────┬──────────┬────────┬─────────────┬───────────┐\n", + "│ line_id ┆ from_bus ┆ to_bus ┆ line_rating ┆ reactance │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ str ┆ i64 ┆ i64 ┆ f64 ┆ f64 │\n", + "╞═════════╪══════════╪════════╪═════════════╪═══════════╡\n", + "│ 1 ┆ 1 ┆ 2410 ┆ 1.75 ┆ 0.000219 │\n", + "│ 2 ┆ 2410 ┆ 20 ┆ 4.37 ┆ 0.007485 │\n", + "│ 3 ┆ 2410 ┆ 2411 ┆ 1.85 ┆ 0.016138 │\n", + "│ 4 ┆ 2411 ┆ 1618 ┆ 1.42 ┆ 0.000469 │\n", + "│ 5 ┆ 2411 ┆ 1617 ┆ 2.19 ┆ 0.004104 │\n", + "└─────────┴──────────┴────────┴─────────────┴───────────┘" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# See description of columns here: https://matpower.org/docs/ref/matpower5.0/caseformat.html\n", + "col_name_map = {\n", + " \"CATS_ID\": \"line_id\",\n", + " \"f_bus\": \"from_bus\",\n", + " \"t_bus\": \"to_bus\",\n", + " # \"kV\": \"voltage_kv\",\n", + " \"rate_a\": \"line_rating\",\n", + " # \"br_r\": \"resistance\",\n", + " \"br_x\": \"reactance\",\n", + "}\n", + "df3 = df2.rename(columns=col_name_map)\n", + "df3: pl.DataFrame = pl.from_pandas(df3[col_name_map.values()])\n", + "df3.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a007dc5a", + "metadata": {}, + "outputs": [], + "source": [ + "assert df3.filter(pl.col(\"from_bus\") == pl.col(\"to_bus\")).height == 0, (\n", + " \"Lines must not connect a bus to itself\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bd7191e9", + "metadata": {}, + "outputs": [], + "source": [ + "assert (df3[\"reactance\"] > 0).all(), \"Cannot have zero or negative reactance\"" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f79ede03", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "object", + "type": "string" + }, + { + "name": "from_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "to_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_rating", + "rawType": "float64", + "type": "float" + }, + { + "name": "reactance", + "rawType": "float64", + "type": "float" + } + ], + "ref": "da36d189-c431-470e-8817-ace635ed7718", + "rows": [ + [ + "0", + "1", + "1", + "2410", + "1.75", + "0.000218973035" + ], + [ + "1", + "2", + "20", + "2410", + "4.37", + "0.00748537674" + ], + [ + "2", + "3", + "2410", + "2411", + "1.85", + "0.0161378013" + ], + [ + "3", + "4", + "1618", + "2411", + "1.42", + "0.000468686643" + ], + [ + "4", + "5", + "1617", + "2411", + "2.19", + "0.00410435055" + ], + [ + "5", + "6", + "1617", + "2412", + "2.19", + "0.00701611209" + ], + [ + "6", + "7", + "2359", + "2360", + "0.41", + "0.368843148" + ], + [ + "7", + "8", + "2031", + "2426", + "0.64", + "0.00444059079" + ], + [ + "8", + "9", + "5593", + "6724", + "1.41", + "0.00411439019" + ], + [ + "9", + "10", + "2413", + "5593", + "0.8", + "0.015814843" + ], + [ + "10", + "11", + "2426", + "6724", + "0.8", + "0.00449177354" + ], + [ + "11", + "12", + "2414", + "8021", + "1.1", + "0.0205577663" + ], + [ + "12", + "13", + "2415", + "2446", + "1.76", + "0.0119827433" + ], + [ + "13", + "14", + "2034", + "2417", + "1.41", + "0.00144238896" + ], + [ + "14", + "15", + "2416", + "2436", + "0.64", + "0.0139169574" + ], + [ + "15", + "16", + "2417", + "2436", + "0.64", + "0.000823295262" + ], + [ + "16", + "17", + "2417", + "2418", + "0.64", + "0.0138364481" + ], + [ + "17", + "18", + "1867", + "2034", + "0.57", + "0.00968956783" + ], + [ + "18", + "19", + "1866", + "2440", + "0.41", + "0.00857881308" + ], + [ + "19", + "20", + "2419", + "2440", + "0.64", + "0.0325434284" + ], + [ + "20", + "21", + "1866", + "2420", + "0.64", + "0.00669693863" + ], + [ + "21", + "22", + "2421", + "5705", + "0.24", + "0.0231413002" + ], + [ + "22", + "23", + "2419", + "5705", + "0.78", + "0.00259654105" + ], + [ + "23", + "24", + "2422", + "2423", + "0.64", + "0.0320784635" + ], + [ + "24", + "25", + "2423", + "2424", + "1.1", + "0.00333522864" + ], + [ + "25", + "26", + "2424", + "2425", + "0.64", + "0.00567611124" + ], + [ + "26", + "27", + "2032", + "2425", + "0.64", + "0.0123153993" + ], + [ + "27", + "28", + "2414", + "2425", + "0.64", + "0.00337806797" + ], + [ + "28", + "29", + "2362", + "2426", + "0.64", + "0.0162273162" + ], + [ + "29", + "30", + "2427", + "6726", + "0.64", + "0.00118790119" + ], + [ + "30", + "31", + "2428", + "6726", + "0.64", + "0.0260712859" + ], + [ + "31", + "32", + "2428", + "2429", + "0.82", + "0.00176497675" + ], + [ + "32", + "33", + "2429", + "2430", + "0.64", + "0.00243009328" + ], + [ + "33", + "34", + "2033", + "2430", + "0.64", + "0.0135924954" + ], + [ + "34", + "35", + "2031", + "2431", + "0.82", + "0.016931221" + ], + [ + "35", + "36", + "2431", + "2432", + "0.56", + "0.0052504013" + ], + [ + "36", + "37", + "2033", + "2432", + "0.7", + "0.0117800569" + ], + [ + "37", + "38", + "1867", + "2034", + "0.64", + "0.00905807365" + ], + [ + "38", + "39", + "1867", + "2433", + "0.64", + "0.0121279362" + ], + [ + "39", + "40", + "2434", + "2435", + "0.64", + "0.00493676128" + ], + [ + "40", + "41", + "2433", + "2438", + "0.57", + "0.00214511943" + ], + [ + "41", + "42", + "2436", + "2438", + "0.24", + "0.0129447344" + ], + [ + "42", + "43", + "2437", + "2438", + "0.64", + "0.0045006143" + ], + [ + "43", + "44", + "2434", + "2437", + "0.64", + "0.0005715866" + ], + [ + "44", + "45", + "2435", + "2439", + "0.64", + "0.0013787095" + ], + [ + "45", + "46", + "2420", + "2440", + "0.64", + "0.00505875855" + ], + [ + "46", + "47", + "2420", + "2441", + "0.64", + "0.0080296346" + ], + [ + "47", + "48", + "2035", + "2421", + "0.64", + "0.00944925041" + ], + [ + "48", + "49", + "2441", + "2442", + "1.1", + "0.000699175639" + ], + [ + "49", + "50", + "2442", + "2443", + "0.64", + "0.00210508734" + ] + ], + "shape": { + "columns": 5, + "rows": 10823 + } + }, + "text/html": [ + "
\n", + "shape: (10_823, 5)
line_idfrom_busto_busline_ratingreactance
stri64i64f64f64
"1"124101.750.000219
"2"2024104.370.007485
"3"241024111.850.016138
"4"161824111.420.000469
"5"161724112.190.004104
……………
"10745"872487263.820.028531
"10197"768676870.4690160.464432
"10297"787678770.20.544565
"10727"869286930.8364640.130255
"10792"880888101.9355910.056299
" + ], + "text/plain": [ + "shape: (10_823, 5)\n", + "┌─────────┬──────────┬────────┬─────────────┬───────────┐\n", + "│ line_id ┆ from_bus ┆ to_bus ┆ line_rating ┆ reactance │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ str ┆ i64 ┆ i64 ┆ f64 ┆ f64 │\n", + "╞═════════╪══════════╪════════╪═════════════╪═══════════╡\n", + "│ 1 ┆ 1 ┆ 2410 ┆ 1.75 ┆ 0.000219 │\n", + "│ 2 ┆ 20 ┆ 2410 ┆ 4.37 ┆ 0.007485 │\n", + "│ 3 ┆ 2410 ┆ 2411 ┆ 1.85 ┆ 0.016138 │\n", + "│ 4 ┆ 1618 ┆ 2411 ┆ 1.42 ┆ 0.000469 │\n", + "│ 5 ┆ 1617 ┆ 2411 ┆ 2.19 ┆ 0.004104 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 10745 ┆ 8724 ┆ 8726 ┆ 3.82 ┆ 0.028531 │\n", + "│ 10197 ┆ 7686 ┆ 7687 ┆ 0.469016 ┆ 0.464432 │\n", + "│ 10297 ┆ 7876 ┆ 7877 ┆ 0.2 ┆ 0.544565 │\n", + "│ 10727 ┆ 8692 ┆ 8693 ┆ 0.836464 ┆ 0.130255 │\n", + "│ 10792 ┆ 8808 ┆ 8810 ┆ 1.935591 ┆ 0.056299 │\n", + "└─────────┴──────────┴────────┴─────────────┴───────────┘" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df4 = df3.with_columns(\n", + " pl.when(pl.col(\"from_bus\") < pl.col(\"to_bus\"))\n", + " .then(pl.col(\"from_bus\"))\n", + " .otherwise(pl.col(\"to_bus\"))\n", + " .alias(\"from_bus\"),\n", + " pl.when(pl.col(\"from_bus\") < pl.col(\"to_bus\"))\n", + " .then(pl.col(\"to_bus\"))\n", + " .otherwise(pl.col(\"from_bus\"))\n", + " .alias(\"to_bus\"),\n", + ")\n", + "df4" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4ece2bba", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_id", + "rawType": "int64", + "type": "integer" + }, + { + "name": "from_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "to_bus", + "rawType": "int64", + "type": "integer" + }, + { + "name": "line_rating", + "rawType": "float64", + "type": "float" + }, + { + "name": "reactance", + "rawType": "float64", + "type": "float" + } + ], + "ref": "fc0193de-6644-4e91-8485-b79e06bc07cb", + "rows": [ + [ + "0", + "1", + "1", + "2410", + "1.75", + "0.000218973035" + ], + [ + "1", + "2", + "20", + "2410", + "4.37", + "0.00748537674" + ], + [ + "2", + "3", + "2410", + "2411", + "1.85", + "0.0161378013" + ], + [ + "3", + "4", + "1618", + "2411", + "1.42", + "0.000468686643" + ], + [ + "4", + "5", + "1617", + "2411", + "2.19", + "0.00410435055" + ], + [ + "5", + "6", + "1617", + "2412", + "2.19", + "0.00701611209" + ], + [ + "6", + "7", + "2359", + "2360", + "0.41", + "0.368843148" + ], + [ + "7", + "8", + "2031", + "2426", + "0.64", + "0.00444059079" + ], + [ + "8", + "9", + "5593", + "6724", + "1.41", + "0.00411439019" + ], + [ + "9", + "10", + "2413", + "5593", + "0.8", + "0.015814843" + ], + [ + "10", + "11", + "2426", + "6724", + "0.8", + "0.00449177354" + ], + [ + "11", + "12", + "2414", + "8021", + "1.1", + "0.0205577663" + ], + [ + "12", + "13", + "2415", + "2446", + "1.76", + "0.0119827433" + ], + [ + "13", + "14", + "2034", + "2417", + "1.41", + "0.00144238896" + ], + [ + "14", + "15", + "2416", + "2436", + "0.64", + "0.0139169574" + ], + [ + "15", + "16", + "2417", + "2436", + "0.64", + "0.000823295262" + ], + [ + "16", + "17", + "2417", + "2418", + "0.64", + "0.0138364481" + ], + [ + "17", + "18", + "1867", + "2034", + "0.57", + "0.00968956783" + ], + [ + "18", + "19", + "1866", + "2440", + "0.41", + "0.00857881308" + ], + [ + "19", + "20", + "2419", + "2440", + "0.64", + "0.0325434284" + ], + [ + "20", + "21", + "1866", + "2420", + "0.64", + "0.00669693863" + ], + [ + "21", + "22", + "2421", + "5705", + "0.24", + "0.0231413002" + ], + [ + "22", + "23", + "2419", + "5705", + "0.78", + "0.00259654105" + ], + [ + "23", + "24", + "2422", + "2423", + "0.64", + "0.0320784635" + ], + [ + "24", + "25", + "2423", + "2424", + "1.1", + "0.00333522864" + ], + [ + "25", + "26", + "2424", + "2425", + "0.64", + "0.00567611124" + ], + [ + "26", + "27", + "2032", + "2425", + "0.64", + "0.0123153993" + ], + [ + "27", + "28", + "2414", + "2425", + "0.64", + "0.00337806797" + ], + [ + "28", + "29", + "2362", + "2426", + "0.64", + "0.0162273162" + ], + [ + "29", + "30", + "2427", + "6726", + "0.64", + "0.00118790119" + ], + [ + "30", + "31", + "2428", + "6726", + "0.64", + "0.0260712859" + ], + [ + "31", + "32", + "2428", + "2429", + "0.82", + "0.00176497675" + ], + [ + "32", + "33", + "2429", + "2430", + "0.64", + "0.00243009328" + ], + [ + "33", + "34", + "2033", + "2430", + "0.64", + "0.0135924954" + ], + [ + "34", + "35", + "2031", + "2431", + "0.82", + "0.016931221" + ], + [ + "35", + "36", + "2431", + "2432", + "0.56", + "0.0052504013" + ], + [ + "36", + "37", + "2033", + "2432", + "0.7", + "0.0117800569" + ], + [ + "37", + "38", + "1867", + "2034", + "0.64", + "0.00905807365" + ], + [ + "38", + "39", + "1867", + "2433", + "0.64", + "0.0121279362" + ], + [ + "39", + "40", + "2434", + "2435", + "0.64", + "0.00493676128" + ], + [ + "40", + "41", + "2433", + "2438", + "0.57", + "0.00214511943" + ], + [ + "41", + "42", + "2436", + "2438", + "0.24", + "0.0129447344" + ], + [ + "42", + "43", + "2437", + "2438", + "0.64", + "0.0045006143" + ], + [ + "43", + "44", + "2434", + "2437", + "0.64", + "0.0005715866" + ], + [ + "44", + "45", + "2435", + "2439", + "0.64", + "0.0013787095" + ], + [ + "45", + "46", + "2420", + "2440", + "0.64", + "0.00505875855" + ], + [ + "46", + "47", + "2420", + "2441", + "0.64", + "0.0080296346" + ], + [ + "47", + "48", + "2035", + "2421", + "0.64", + "0.00944925041" + ], + [ + "48", + "49", + "2441", + "2442", + "1.1", + "0.000699175639" + ], + [ + "49", + "50", + "2442", + "2443", + "0.64", + "0.00210508734" + ] + ], + "shape": { + "columns": 5, + "rows": 10823 + } + }, + "text/html": [ + "
\n", + "shape: (10_823, 5)
line_idfrom_busto_busline_ratingreactance
i64i64i64f64f64
1124101.750.000219
22024104.370.007485
3241024111.850.016138
4161824111.420.000469
5161724112.190.004104
……………
10745872487263.820.028531
10197768676870.4690160.464432
10297787678770.20.544565
10727869286930.8364640.130255
10792880888101.9355910.056299
" + ], + "text/plain": [ + "shape: (10_823, 5)\n", + "┌─────────┬──────────┬────────┬─────────────┬───────────┐\n", + "│ line_id ┆ from_bus ┆ to_bus ┆ line_rating ┆ reactance │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ i64 ┆ f64 ┆ f64 │\n", + "╞═════════╪══════════╪════════╪═════════════╪═══════════╡\n", + "│ 1 ┆ 1 ┆ 2410 ┆ 1.75 ┆ 0.000219 │\n", + "│ 2 ┆ 20 ┆ 2410 ┆ 4.37 ┆ 0.007485 │\n", + "│ 3 ┆ 2410 ┆ 2411 ┆ 1.85 ┆ 0.016138 │\n", + "│ 4 ┆ 1618 ┆ 2411 ┆ 1.42 ┆ 0.000469 │\n", + "│ 5 ┆ 1617 ┆ 2411 ┆ 2.19 ┆ 0.004104 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 10745 ┆ 8724 ┆ 8726 ┆ 3.82 ┆ 0.028531 │\n", + "│ 10197 ┆ 7686 ┆ 7687 ┆ 0.469016 ┆ 0.464432 │\n", + "│ 10297 ┆ 7876 ┆ 7877 ┆ 0.2 ┆ 0.544565 │\n", + "│ 10727 ┆ 8692 ┆ 8693 ┆ 0.836464 ┆ 0.130255 │\n", + "│ 10792 ┆ 8808 ┆ 8810 ┆ 1.935591 ┆ 0.056299 │\n", + "└─────────┴──────────┴────────┴─────────────┴───────────┘" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df5 = df4.with_columns(pl.col(\"line_id\").cast(pl.Int64))\n", + "df5" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "333c4a0c", + "metadata": {}, + "outputs": [], + "source": [ + "df5.write_parquet(snakemake.output[0])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/process_load_data.py.ipynb b/benchmarks/src/energy_planning/scripts/process_load_data.py.ipynb new file mode 100644 index 00000000..3294e1f3 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/process_load_data.py.ipynb @@ -0,0 +1,88443 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "372bc740", + "metadata": {}, + "outputs": [], + "source": [ + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "\n", + "DEBUG = False\n", + "\n", + "if \"snakemake\" not in globals() or hasattr(snakemake, \"mock\"): # noqa: F821\n", + " snakemake = mock_snakemake(\"process_load_data\")\n", + " DEBUG = True" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "39879b9f", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "column_1", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8", + "rawType": "object", + "type": "string" + }, + { + "name": "column_9", + "rawType": "object", + "type": "string" + }, + { + "name": "column_10", + "rawType": "object", + "type": "string" + }, + { + "name": "column_11", + "rawType": "object", + "type": "string" + }, + { + "name": "column_12", + "rawType": "object", + "type": "string" + }, + { + "name": "column_13", + "rawType": "object", + "type": "string" + }, + { + "name": "column_14", + "rawType": "object", + "type": "string" + }, + { + "name": "column_15", + "rawType": "object", + "type": "string" + }, + { + "name": "column_16", + "rawType": "object", + "type": "string" + }, + { + "name": "column_17", + "rawType": "object", + "type": "string" + }, + { + "name": "column_18", + "rawType": "object", + "type": "string" + }, + { + "name": "column_19", + "rawType": "object", + "type": "string" + }, + { + "name": "column_20", + "rawType": "object", + "type": "string" + }, + { + "name": "column_21", + "rawType": "object", + "type": "string" + }, + { + "name": "column_22", + "rawType": "object", + "type": "string" + }, + { + "name": "column_23", + "rawType": "object", + "type": "string" + }, + { + "name": "column_24", + "rawType": "object", + "type": "string" + }, + { + "name": "column_25", + "rawType": "object", + "type": "string" + }, + { + "name": "column_26", + "rawType": "object", + "type": "string" + }, + { + "name": "column_27", + "rawType": "object", + "type": "string" + }, + { + "name": "column_28", + "rawType": "object", + "type": "string" + }, + { + "name": "column_29", + "rawType": "object", + "type": "string" + }, + { + "name": "column_30", + "rawType": "object", + "type": "string" + }, + { + "name": "column_31", + "rawType": "object", + "type": "string" + }, + { + "name": "column_32", + "rawType": "object", + "type": "string" + }, + { + "name": "column_33", + "rawType": "object", + "type": "string" + }, + { + "name": "column_34", + "rawType": "object", + "type": "string" + }, + { + "name": "column_35", + "rawType": "object", + "type": "string" + }, + { + "name": "column_36", + "rawType": "object", + "type": "string" + }, + { + "name": "column_37", + "rawType": "object", + "type": "string" + }, + { + "name": "column_38", + "rawType": "object", + "type": "string" + }, + { + "name": "column_39", + "rawType": "object", + "type": "string" + }, + { + "name": "column_40", + "rawType": "object", + "type": "string" + }, + { + "name": "column_41", + "rawType": "object", + "type": "string" + }, + { + "name": "column_42", + "rawType": "object", + "type": "string" + }, + { + "name": "column_43", + "rawType": "object", + "type": "string" + }, + { + "name": "column_44", + "rawType": "object", + "type": "string" + }, + { + "name": "column_45", + "rawType": "object", + "type": "string" + }, + { + "name": "column_46", + "rawType": "object", + "type": "string" + }, + { + "name": "column_47", + "rawType": "object", + "type": "string" + }, + { + "name": "column_48", + "rawType": "object", + "type": "string" + }, + { + "name": "column_49", + "rawType": "object", + "type": "string" + }, + { + "name": "column_50", + "rawType": "object", + "type": "string" + }, + { + "name": "column_51", + "rawType": "object", + "type": "string" + }, + { + "name": "column_52", + "rawType": "object", + "type": "string" + }, + { + "name": "column_53", + "rawType": "object", + "type": "string" + }, + { + "name": "column_54", + "rawType": "object", + "type": "string" + }, + { + "name": "column_55", + "rawType": "object", + "type": "string" + }, + { + "name": "column_56", + "rawType": "object", + "type": "string" + }, + { + "name": "column_57", + "rawType": "object", + "type": "string" + }, + { + "name": "column_58", + "rawType": "object", + "type": "string" + }, + { + "name": "column_59", + "rawType": "object", + "type": "string" + }, + { + "name": "column_60", + "rawType": "object", + "type": "string" + }, + { + "name": "column_61", + "rawType": "object", + "type": "string" + }, + { + "name": "column_62", + "rawType": "object", + "type": "string" + }, + { + "name": "column_63", + "rawType": "object", + "type": "string" + }, + { + "name": "column_64", + "rawType": "object", + "type": "string" + }, + { + "name": "column_65", + "rawType": "object", + "type": "string" + }, + { + "name": "column_66", + "rawType": "object", + "type": "string" + }, + { + "name": "column_67", + "rawType": "object", + "type": "string" + }, + { + "name": "column_68", + "rawType": "object", + "type": "string" + }, + { + "name": "column_69", + "rawType": "object", + "type": "string" + }, + { + "name": "column_70", + "rawType": "object", + "type": "string" + }, + { + "name": "column_71", + "rawType": "object", + "type": "string" + }, + { + "name": "column_72", + "rawType": "object", + "type": "string" + }, + { + "name": "column_73", + "rawType": "object", + "type": "string" + }, + { + "name": "column_74", + "rawType": "object", + "type": "string" + }, + { + "name": "column_75", + "rawType": "object", + "type": "string" + }, + { + "name": "column_76", + "rawType": "object", + "type": "string" + }, + { + "name": "column_77", + "rawType": "object", + "type": "string" + }, + { + "name": "column_78", + "rawType": "object", + "type": "string" + }, + { + "name": "column_79", + "rawType": "object", + "type": "string" + }, + { + "name": "column_80", + "rawType": "object", + "type": "string" + }, + { + "name": "column_81", + "rawType": "object", + "type": "string" + }, + { + "name": "column_82", + "rawType": "object", + "type": "string" + }, + { + "name": "column_83", + "rawType": "object", + "type": "string" + }, + { + "name": "column_84", + "rawType": "object", + "type": "string" + }, + { + "name": "column_85", + "rawType": "object", + "type": "string" + }, + { + "name": "column_86", + "rawType": "object", + "type": "string" + }, + { + "name": "column_87", + "rawType": "object", + "type": "string" + }, + { + "name": "column_88", + "rawType": "object", + "type": "string" + }, + { + "name": "column_89", + "rawType": "object", + "type": "string" + }, + { + "name": "column_90", + "rawType": "object", + "type": "string" + }, + { + "name": "column_91", + "rawType": "object", + "type": "string" + }, + { + "name": "column_92", + "rawType": "object", + "type": "string" + }, + { + "name": "column_93", + "rawType": "object", + "type": "string" + }, + { + "name": "column_94", + "rawType": "object", + "type": "string" + }, + { + "name": "column_95", + "rawType": "object", + "type": "string" + }, + { + "name": "column_96", + "rawType": "object", + "type": "string" + }, + { + "name": "column_97", + "rawType": "object", + "type": "string" + }, + { + "name": "column_98", + "rawType": "object", + "type": "string" + }, + { + "name": "column_99", + "rawType": "object", + "type": "string" + }, + { + "name": "column_100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_1999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_2999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_3999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_4999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_5999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_6999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7760", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7761", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7762", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7763", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7764", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7765", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7766", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7767", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7768", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7769", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7770", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7771", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7772", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7773", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7774", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7775", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7776", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7777", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7778", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7779", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7780", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7781", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7782", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7783", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7784", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7785", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7786", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7787", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7788", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7789", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7790", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7791", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7792", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7793", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7794", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7795", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7796", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7797", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7798", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7799", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7800", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7801", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7802", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7803", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7804", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7805", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7806", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7807", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7808", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7809", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7810", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7811", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7812", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7813", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7814", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7815", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7816", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7817", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7818", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7819", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7820", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7821", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7822", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7823", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7824", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7825", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7826", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7827", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7828", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7829", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7830", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7831", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7832", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7833", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7834", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7835", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7836", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7837", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7838", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7839", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7840", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7841", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7842", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7843", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7844", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7845", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7846", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7847", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7848", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7849", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7850", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7851", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7852", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7853", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7854", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7855", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7856", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7857", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7858", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7859", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7860", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7861", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7862", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7863", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7864", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7865", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7866", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7867", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7868", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7869", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7870", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7871", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7872", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7873", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7874", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7875", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7876", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7877", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7878", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7879", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7880", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7881", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7882", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7883", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7884", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7885", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7886", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7887", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7888", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7889", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7890", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7891", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7892", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7893", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7894", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7895", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7896", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7897", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7898", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7899", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7900", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7901", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7902", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7903", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7904", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7905", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7906", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7907", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7908", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7909", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7910", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7911", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7912", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7913", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7914", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7915", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7916", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7917", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7918", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7919", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7920", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7921", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7922", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7923", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7924", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7925", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7926", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7927", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7928", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7929", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7930", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7931", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7932", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7933", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7934", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7935", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7936", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7937", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7938", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7939", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7940", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7941", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7942", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7943", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7944", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7945", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7946", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7947", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7948", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7949", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7950", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7951", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7952", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7953", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7954", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7955", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7956", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7957", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7958", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7959", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7960", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7961", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7962", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7963", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7964", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7965", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7966", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7967", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7968", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7969", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7970", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7971", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7972", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7973", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7974", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7975", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7976", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7977", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7978", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7979", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7980", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7981", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7982", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7983", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7984", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7985", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7986", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7987", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7988", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7989", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7990", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7991", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7992", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7993", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7994", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7995", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7996", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7997", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7998", + "rawType": "object", + "type": "string" + }, + { + "name": "column_7999", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8000", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8001", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8002", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8003", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8004", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8005", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8006", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8007", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8008", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8009", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8010", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8011", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8012", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8013", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8014", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8015", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8016", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8017", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8018", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8019", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8020", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8021", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8022", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8023", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8024", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8025", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8026", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8027", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8028", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8029", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8030", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8031", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8032", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8033", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8034", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8035", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8036", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8037", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8038", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8039", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8040", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8041", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8042", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8043", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8044", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8045", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8046", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8047", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8048", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8049", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8050", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8051", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8052", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8053", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8054", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8055", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8056", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8057", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8058", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8059", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8060", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8061", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8062", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8063", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8064", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8065", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8066", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8067", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8068", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8069", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8070", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8071", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8072", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8073", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8074", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8075", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8076", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8077", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8078", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8079", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8080", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8081", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8082", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8083", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8084", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8085", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8086", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8087", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8088", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8089", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8090", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8091", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8092", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8093", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8094", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8095", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8096", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8097", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8098", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8099", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8100", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8101", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8102", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8103", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8104", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8105", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8106", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8107", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8108", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8109", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8110", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8111", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8112", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8113", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8114", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8115", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8116", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8117", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8118", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8119", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8120", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8121", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8122", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8123", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8124", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8125", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8126", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8127", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8128", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8129", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8130", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8131", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8132", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8133", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8134", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8135", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8136", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8137", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8138", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8139", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8140", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8141", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8142", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8143", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8144", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8145", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8146", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8147", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8148", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8149", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8150", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8151", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8152", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8153", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8154", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8155", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8156", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8157", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8158", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8159", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8160", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8161", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8162", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8163", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8164", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8165", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8166", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8167", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8168", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8169", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8170", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8171", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8172", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8173", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8174", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8175", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8176", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8177", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8178", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8179", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8180", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8181", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8182", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8183", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8184", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8185", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8186", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8187", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8188", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8189", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8190", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8191", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8192", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8193", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8194", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8195", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8196", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8197", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8198", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8199", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8200", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8201", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8202", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8203", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8204", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8205", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8206", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8207", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8208", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8209", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8210", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8211", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8212", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8213", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8214", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8215", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8216", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8217", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8218", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8219", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8220", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8221", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8222", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8223", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8224", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8225", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8226", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8227", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8228", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8229", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8230", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8231", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8232", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8233", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8234", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8235", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8236", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8237", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8238", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8239", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8240", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8241", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8242", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8243", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8244", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8245", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8246", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8247", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8248", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8249", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8250", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8251", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8252", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8253", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8254", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8255", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8256", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8257", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8258", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8259", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8260", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8261", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8262", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8263", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8264", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8265", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8266", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8267", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8268", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8269", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8270", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8271", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8272", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8273", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8274", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8275", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8276", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8277", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8278", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8279", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8280", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8281", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8282", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8283", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8284", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8285", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8286", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8287", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8288", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8289", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8290", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8291", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8292", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8293", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8294", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8295", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8296", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8297", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8298", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8299", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8300", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8301", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8302", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8303", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8304", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8305", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8306", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8307", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8308", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8309", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8310", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8311", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8312", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8313", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8314", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8315", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8316", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8317", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8318", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8319", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8320", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8321", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8322", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8323", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8324", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8325", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8326", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8327", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8328", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8329", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8330", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8331", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8332", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8333", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8334", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8335", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8336", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8337", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8338", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8339", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8340", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8341", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8342", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8343", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8344", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8345", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8346", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8347", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8348", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8349", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8350", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8351", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8352", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8353", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8354", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8355", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8356", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8357", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8358", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8359", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8360", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8361", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8362", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8363", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8364", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8365", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8366", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8367", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8368", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8369", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8370", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8371", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8372", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8373", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8374", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8375", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8376", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8377", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8378", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8379", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8380", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8381", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8382", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8383", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8384", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8385", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8386", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8387", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8388", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8389", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8390", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8391", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8392", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8393", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8394", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8395", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8396", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8397", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8398", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8399", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8400", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8401", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8402", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8403", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8404", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8405", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8406", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8407", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8408", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8409", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8410", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8411", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8412", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8413", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8414", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8415", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8416", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8417", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8418", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8419", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8420", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8421", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8422", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8423", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8424", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8425", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8426", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8427", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8428", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8429", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8430", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8431", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8432", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8433", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8434", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8435", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8436", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8437", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8438", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8439", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8440", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8441", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8442", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8443", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8444", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8445", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8446", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8447", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8448", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8449", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8450", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8451", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8452", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8453", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8454", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8455", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8456", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8457", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8458", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8459", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8460", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8461", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8462", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8463", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8464", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8465", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8466", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8467", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8468", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8469", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8470", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8471", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8472", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8473", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8474", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8475", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8476", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8477", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8478", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8479", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8480", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8481", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8482", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8483", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8484", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8485", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8486", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8487", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8488", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8489", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8490", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8491", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8492", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8493", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8494", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8495", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8496", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8497", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8498", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8499", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8500", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8501", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8502", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8503", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8504", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8505", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8506", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8507", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8508", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8509", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8510", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8511", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8512", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8513", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8514", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8515", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8516", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8517", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8518", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8519", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8520", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8521", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8522", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8523", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8524", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8525", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8526", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8527", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8528", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8529", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8530", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8531", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8532", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8533", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8534", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8535", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8536", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8537", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8538", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8539", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8540", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8541", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8542", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8543", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8544", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8545", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8546", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8547", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8548", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8549", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8550", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8551", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8552", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8553", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8554", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8555", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8556", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8557", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8558", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8559", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8560", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8561", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8562", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8563", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8564", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8565", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8566", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8567", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8568", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8569", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8570", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8571", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8572", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8573", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8574", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8575", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8576", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8577", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8578", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8579", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8580", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8581", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8582", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8583", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8584", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8585", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8586", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8587", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8588", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8589", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8590", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8591", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8592", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8593", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8594", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8595", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8596", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8597", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8598", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8599", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8600", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8601", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8602", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8603", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8604", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8605", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8606", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8607", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8608", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8609", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8610", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8611", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8612", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8613", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8614", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8615", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8616", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8617", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8618", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8619", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8620", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8621", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8622", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8623", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8624", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8625", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8626", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8627", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8628", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8629", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8630", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8631", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8632", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8633", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8634", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8635", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8636", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8637", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8638", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8639", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8640", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8641", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8642", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8643", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8644", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8645", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8646", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8647", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8648", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8649", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8650", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8651", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8652", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8653", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8654", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8655", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8656", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8657", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8658", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8659", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8660", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8661", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8662", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8663", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8664", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8665", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8666", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8667", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8668", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8669", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8670", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8671", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8672", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8673", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8674", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8675", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8676", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8677", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8678", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8679", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8680", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8681", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8682", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8683", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8684", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8685", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8686", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8687", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8688", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8689", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8690", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8691", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8692", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8693", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8694", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8695", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8696", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8697", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8698", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8699", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8700", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8701", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8702", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8703", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8704", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8705", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8706", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8707", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8708", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8709", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8710", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8711", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8712", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8713", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8714", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8715", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8716", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8717", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8718", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8719", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8720", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8721", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8722", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8723", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8724", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8725", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8726", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8727", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8728", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8729", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8730", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8731", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8732", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8733", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8734", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8735", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8736", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8737", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8738", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8739", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8740", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8741", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8742", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8743", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8744", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8745", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8746", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8747", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8748", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8749", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8750", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8751", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8752", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8753", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8754", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8755", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8756", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8757", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8758", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8759", + "rawType": "object", + "type": "string" + }, + { + "name": "column_8760", + "rawType": "object", + "type": "string" + } + ], + "ref": "90b669f2-5e73-419f-86fb-aa31ac055b58", + "rows": [ + [ + "0", + "26.1354+7.4724i", + "25.2687+7.1414i", + "24.5124+6.8526i", + "24.0601+6.6799i", + "23.8858+6.6133i", + "24.2236+6.7423i", + "24.9537+7.0211i", + "25.4077+7.1945i", + "24.9935+7.0363i", + "24.1981+6.7326i", + "23.5666+6.4914i", + "22.8949+6.2349i", + "22.2662+5.9948i", + "22.0924+5.9284i", + "22.4746+6.0744i", + "23.4559+6.4491i", + "25.3607+7.1765i", + "28.9068+8.5307i", + "31.151+9.3878i", + "31.0637+9.3544i", + "30.813+9.2587i", + "30.0811+8.9792i", + "28.6121+8.4182i", + "26.8346+7.7394i", + "25.4202+7.1469i", + "24.5794+6.8342i", + "24.0069+6.6193i", + "23.923+6.5762i", + "24.3761+6.7218i", + "25.7729+7.1867i", + "27.8862+7.8795i", + "30.0521+8.5988i", + "30.3499+8.6509i", + "29.4338+8.2739i", + "28.2976+7.8217i", + "27.396+7.4821i", + "26.6115+7.1945i", + "26.3919+7.1094i", + "26.524+7.186i", + "27.2155+7.4901i", + "28.8582+8.1603i", + "31.7141+9.294i", + "33.8088+10.145i", + "33.6169+10.1014i", + "33.3043+10.0247i", + "32.5489+9.7816i", + "30.7569+9.1365i", + "28.7108+8.3849i", + "27.0999+7.6836i", + "26.0197+7.2766i", + "25.349+7.0261i", + "25.1544+6.943i", + "25.564+7.0723i", + "26.8406+7.5011i", + "29.1515+8.2909i", + "31.3376+9.0467i", + "31.5569+9.0713i", + "30.3489+8.5891i", + "29.1641+8.1121i", + "28.1948+7.7413i", + "27.4027+7.4453i", + "27.3826+7.4516i", + "27.7153+7.601i", + "28.0651+7.7668i", + "29.2973+8.2706i", + "31.8977+9.2927i", + "33.7342+10.0428i", + "33.541+9.9947i", + "33.2038+9.9048i", + "32.1871+9.5547i", + "30.5085+8.9464i", + "28.4493+8.1821i", + "26.9021+7.4689i", + "25.9448+7.1033i", + "25.3232+6.866i", + "25.0832+6.7743i", + "25.453+6.9155i", + "26.5961+7.3521i", + "28.9422+8.248i", + "30.9842+9.0278i", + "31.1158+9.0781i", + "30.2456+8.7458i", + "29.1514+8.3279i", + "28.1284+7.9372i", + "27.3028+7.6219i", + "27.0606+7.5295i", + "27.1208+7.5525i", + "27.6081+7.7385i", + "28.8681+8.2197i", + "31.3778+9.1781i", + "33.0716+9.825i", + "32.7033+9.6843i", + "32.1565+9.4755i", + "31.2128+9.1151i", + "29.7702+8.5642i", + "27.9854+7.8826i", + "26.3787+7.3242i", + "25.3234+6.9213i", + "24.8348+6.7348i", + "24.5333+6.6196i", + "24.4331+6.5809i", + "24.8783+6.7502i", + "25.9356+7.1527i", + "27.025+7.5676i", + "27.9442+7.9178i", + "29.0481+8.339i", + "29.2763+8.426i", + "29.2332+8.4093i", + "29.1721+8.3861i", + "28.9177+8.2891i", + "29.0972+8.3579i", + "29.2793+8.428i", + "29.5686+8.539i", + "31.382+9.232i", + "32.1192+9.5143i", + "31.715+9.3603i", + "30.9981+9.087i", + "30.1304+8.756i", + "28.7917+8.2452i", + "27.0978+7.5987i", + "25.8362+7.3086i", + "24.771+6.9029i", + "24.0361+6.622i", + "23.586+6.4496i", + "23.5197+6.4198i", + "23.8177+6.5193i", + "24.1695+6.6361i", + "24.9213+6.9029i", + "25.1087+6.951i", + "25.4219+7.0587i", + "25.9956+7.2681i", + "26.0687+7.2972i", + "26.0905+7.3103i", + "26.1957+7.3516i", + "26.69+7.5458i", + "27.0802+7.6989i", + "28.0953+8.0973i", + "30.4401+8.9993i", + "31.93+9.5826i", + "31.6647+9.4946i", + "31.0611+9.2745i", + "29.8778+8.8327i", + "28.1851+8.1928i", + "26.6461+7.611i", + "25.2007+7.051i", + "24.0931+6.6395i", + "23.9085+6.5704i", + "23.6923+6.4902i", + "24.0575+6.6192i", + "24.5283+6.7425i", + "27.0947+7.6404i", + "29.9273+8.6366i", + "30.371+8.7136i", + "30.0832+8.5455i", + "29.4989+8.2902i", + "28.7871+8.0023i", + "28.42+7.882i", + "28.0062+7.7241i", + "28.3279+7.861i", + "28.6694+8.0089i", + "29.5134+8.3775i", + "31.7714+9.2778i", + "33.2723+9.9113i", + "32.8806+9.8164i", + "32.1768+9.5894i", + "30.8895+9.1482i", + "28.8558+8.4058i", + "26.8758+7.6708i", + "25.2453+7.1591i", + "24.6076+6.9228i", + "23.9214+6.6632i", + "23.6129+6.5337i", + "23.9519+6.6267i", + "25.2243+7.0136i", + "27.7053+7.8161i", + "30.0705+8.6126i", + "30.18+8.5734i", + "30.035+8.4709i", + "29.6472+8.283i", + "29.1009+8.0616i", + "28.8531+7.9774i", + "28.799+7.9552i", + "28.6271+7.9177i", + "28.9022+8.0663i", + "29.5219+8.3616i", + "31.5116+9.16i", + "32.8289+9.7294i", + "32.3479+9.6108i", + "31.6452+9.3988i", + "30.4635+9.0162i", + "28.6671+8.3827i", + "26.6029+7.6346i", + "25.3842+7.2259i", + "24.5603+6.9205i", + "23.861+6.654i", + "23.5569+6.5374i", + "23.9492+6.6664i", + "24.8072+6.9084i", + "27.1961+7.7028i", + "29.8945+8.6051i", + "30.0989+8.5581i", + "29.5763+8.28i", + "29.0917+8.0728i", + "28.3511+7.766i", + "28.1004+7.6941i", + "28.2669+7.7586i", + "28.4743+7.86i", + "28.8379+8.0448i", + "29.1649+8.2304i", + "31.0743+9.0049i", + "32.8151+9.7432i", + "32.2721+9.6108i", + "31.5752+9.4086i", + "30.3597+9.0114i", + "28.8217+8.4709i", + "26.9122+7.7703i", + "25.4372+7.1676i", + "24.5083+6.8185i", + "23.8559+6.5759i", + "23.6218+6.4763i", + "23.937+6.5677i", + "25.2692+7.0107i", + "27.7771+7.8571i", + "30.1335+8.6588i", + "30.3233+8.6683i", + "29.7753+8.449i", + "28.8926+8.0944i", + "28.0732+7.7892i", + "27.4314+7.5529i", + "27.2273+7.4788i", + "27.4281+7.5753i", + "27.8135+7.7575i", + "28.6195+8.1135i", + "30.6431+8.9265i", + "32.4591+9.6749i", + "32.0854+9.5633i", + "31.5786+9.4018i", + "30.44+9.0163i", + "28.9929+8.4942i", + "27.1472+7.8127i", + "25.6551+7.2523i", + "24.7666+6.9192i", + "24.1584+6.6843i", + "23.8053+6.5367i", + "24.1492+6.6394i", + "25.363+7.032i", + "27.8528+7.8646i", + "30.0354+8.5992i", + "30.3111+8.6316i", + "30.3255+8.6191i", + "29.9456+8.4525i", + "29.1251+8.1372i", + "28.6204+7.9481i", + "28.3002+7.824i", + "28.3778+7.882i", + "28.4168+7.9368i", + "29.1128+8.2487i", + "31.1105+9.0672i", + "32.4167+9.632i", + "31.8185+9.442i", + "31.0651+9.1879i", + "30.0575+8.8475i", + "28.6864+8.3664i", + "26.9356+7.7243i", + "25.3965+7.1616i", + "24.6029+6.8585i", + "23.8432+6.5684i", + "23.4104+6.4031i", + "23.2856+6.3555i", + "23.728+6.5244i", + "24.7095+6.8992i", + "25.5318+7.2133i", + "26.399+7.5445i", + "26.7756+7.6883i", + "26.4275+7.5553i", + "25.8064+7.3181i", + "25.1831+7.0801i", + "24.7544+6.9164i", + "24.5915+6.8542i", + "24.6923+6.8927i", + "25.8475+7.3338i", + "28.229+8.2433i", + "30.0235+8.9286i", + "29.7619+8.8287i", + "29.2553+8.6352i", + "28.5682+8.3729i", + "27.4365+7.9407i", + "25.9901+7.3883i", + "24.8328+7.0053i", + "23.9851+6.6816i", + "23.2894+6.4159i", + "22.9199+6.2748i", + "22.9293+6.2784i", + "23.1235+6.3525i", + "23.8669+6.6364i", + "24.7104+6.9586i", + "24.9277+7.0415i", + "24.39+6.8362i", + "23.7895+6.6069i", + "23.3498+6.439i", + "23.3173+6.4265i", + "23.9983+6.6866i", + "24.3271+6.8122i", + "25.014+7.0745i", + "26.1197+7.4967i", + "28.8076+8.5232i", + "30.4807+9.1621i", + "30.2928+9.0904i", + "29.7998+8.9021i", + "28.7898+8.5164i", + "27.1331+7.8837i", + "25.5492+7.2789i", + "24.1103+6.7512i", + "23.2481+6.4454i", + "22.7503+6.2578i", + "22.5861+6.1957i", + "23.0494+6.3491i", + "24.4587+6.7944i", + "26.8038+7.482i", + "29.9661+8.5016i", + "31.0698+8.7252i", + "31.5629+8.8317i", + "31.8404+8.8835i", + "31.8202+8.833i", + "31.8132+8.8806i", + "31.5924+8.7981i", + "31.2276+8.6817i", + "31.2139+8.7601i", + "31.5611+8.9619i", + "33.1195+9.6249i", + "34.2807+10.1932i", + "33.6317+10.0502i", + "32.9402+9.8646i", + "31.5634+9.4322i", + "29.3304+8.6644i", + "26.8631+7.7659i", + "25.165+7.0948i", + "24.129+6.7089i", + "23.8228+6.5894i", + "23.4672+6.4389i", + "23.747+6.4999i", + "24.7363+6.7773i", + "27.271+7.5857i", + "30.2011+8.5571i", + "30.9851+8.7367i", + "31.2833+8.7936i", + "31.1281+8.7065i", + "30.6995+8.5342i", + "30.2275+8.3521i", + "30.804+8.5641i", + "31.1973+8.7434i", + "31.2941+8.8415i", + "31.5807+9.0349i", + "33.0438+9.6639i", + "34.1011+10.1627i", + "33.5576+10.0275i", + "32.9471+9.8563i", + "31.5465+9.3879i", + "29.2416+8.5564i", + "26.9828+7.73i", + "25.621+7.2943i", + "24.4358+6.8587i", + "23.6913+6.5864i", + "23.3425+6.4496i", + "23.508+6.4956i", + "24.3099+6.7066i", + "26.8329+7.5292i", + "29.6364+8.4645i", + "30.1526+8.496i", + "29.9835+8.3256i", + "29.7323+8.2027i", + "29.7758+8.2205i", + "29.7832+8.2524i", + "30.084+8.3487i", + "30.4189+8.4991i", + "30.4283+8.5328i", + "30.8426+8.7929i", + "32.4593+9.4677i", + "33.5152+9.9515i", + "32.9895+9.8538i", + "32.2278+9.6339i", + "30.781+9.154i", + "28.6406+8.3893i", + "26.4432+7.5919i", + "25.0328+7.176i", + "23.9816+6.7968i", + "23.3275+6.5503i", + "22.9196+6.3992i", + "23.231+6.487i", + "24.4123+6.7983i", + "26.3659+7.356i", + "29.4369+8.3434i", + "30.2425+8.442i", + "30.7298+8.5122i", + "30.9298+8.517i", + "30.8637+8.5205i", + "30.7304+8.5112i", + "30.3458+8.3453i", + "30.5179+8.4938i", + "30.3582+8.5124i", + "30.4541+8.6292i", + "31.7792+9.2261i", + "32.9881+9.7798i", + "32.3234+9.6166i", + "31.6228+9.4294i", + "30.3523+9.0408i", + "28.6579+8.4815i", + "26.3243+7.6477i", + "25.297+7.1056i", + "24.1486+6.6723i", + "23.4717+6.415i", + "23.1522+6.2847i", + "23.3552+6.3464i", + "24.3915+6.7058i", + "26.8005+7.5651i", + "29.2393+8.4401i", + "29.3406+8.4344i", + "28.7866+8.2001i", + "28.5669+8.1036i", + "28.2189+7.9675i", + "27.925+7.8556i", + "27.386+7.6529i", + "26.8623+7.4703i", + "26.9401+7.5201i", + "27.9515+7.9318i", + "29.7287+8.6385i", + "31.5982+9.3892i", + "31.0685+9.2104i", + "30.3927+8.9758i", + "29.4752+8.6509i", + "28.4267+8.2731i", + "26.834+7.6789i", + "25.1973+7.172i", + "24.1378+6.7674i", + "23.3443+6.4644i", + "22.9231+6.3035i", + "22.8572+6.2784i", + "23.2696+6.4359i", + "24.3244+6.8387i", + "25.2723+7.2007i", + "25.3657+7.2363i", + "24.9322+7.0708i", + "24.379+6.8595i", + "23.7662+6.6255i", + "23.3694+6.474i", + "23.3535+6.4679i", + "23.9446+6.6936i", + "24.2958+6.8278i", + "25.2519+7.1929i", + "27.2576+7.9589i", + "29.0565+8.6458i", + "28.8006+8.5481i", + "28.1982+8.318i", + "27.7843+8.16i", + "26.6509+7.7272i", + "25.2355+7.1866i", + "23.9395+6.7336i", + "23.0014+6.3754i", + "22.3425+6.1238i", + "21.9309+5.9666i", + "21.8355+5.9302i", + "22.0958+6.0296i", + "22.8189+6.3057i", + "23.5269+6.5761i", + "23.9855+6.7512i", + "24.3062+6.8737i", + "24.0794+6.7871i", + "23.684+6.6361i", + "23.5291+6.5769i", + "23.9363+6.7324i", + "23.9535+6.739i", + "24.642+7.0019i", + "25.2309+7.2268i", + "27.33+8.0284i", + "29.2146+8.7482i", + "28.8543+8.6106i", + "28.5754+8.504i", + "27.9973+8.2833i", + "26.6711+7.7768i", + "25.1625+7.2007i", + "23.8849+6.7503i", + "23.094+6.4842i", + "22.5274+6.2935i", + "22.2568+6.1882i", + "22.6827+6.3311i", + "23.7727+6.6736i", + "25.8613+7.3278i", + "27.6453+7.9555i", + "28.1352+8.0531i", + "27.7895+7.8031i", + "27.0181+7.4399i", + "26.501+7.172i", + "26.1149+7.0445i", + "26.3482+7.1506i", + "26.5652+7.2823i", + "27.0785+7.5263i", + "28.0087+7.9213i", + "30.3005+8.73i", + "32.7434+9.6734i", + "32.4505+9.641i", + "31.8227+9.5021i", + "30.6311+9.1573i", + "28.6287+8.488i", + "26.5316+7.7814i", + "25.4785+7.293i", + "24.563+6.9425i", + "23.998+6.7239i", + "23.8423+6.6472i", + "24.2921+6.7711i", + "25.4192+7.1106i", + "28.1805+8.0214i", + "30.9951+8.9747i", + "30.657+8.7543i", + "29.3237+8.2005i", + "27.953+7.6512i", + "27.2719+7.3963i", + "27.1934+7.3763i", + "27.0273+7.3253i", + "27.4429+7.5149i", + "27.2208+7.486i", + "28.2164+7.9274i", + "30.2626+8.7497i", + "32.9161+9.822i", + "32.7933+9.8183i", + "32.2116+9.6424i", + "31.1266+9.2823i", + "29.1658+8.5765i", + "27.1225+7.8355i", + "25.9513+7.4027i", + "25.0779+7.081i", + "24.4718+6.8585i", + "24.2514+6.7686i", + "24.4631+6.8245i", + "25.414+7.1038i", + "28.1313+8.0077i", + "31.3119+9.1014i", + "30.9282+8.8514i", + "29.462+8.2588i", + "28.6053+7.896i", + "27.5376+7.4897i", + "27.1278+7.3797i", + "26.8492+7.274i", + "27.2215+7.4515i", + "26.9696+7.3879i", + "28.2554+7.946i", + "30.3923+8.7961i", + "32.6813+9.7224i", + "32.3683+9.6543i", + "31.9939+9.5677i", + "30.8781+9.1993i", + "28.8856+8.4822i", + "26.897+7.7512i", + "25.7313+7.3389i", + "24.7356+6.9725i", + "24.177+6.763i", + "23.9523+6.673i", + "24.2639+6.7683i", + "25.7189+7.2302i", + "28.1234+8.0344i", + "30.8738+8.9893i", + "30.51+8.7221i", + "29.7642+8.3816i", + "28.3546+7.8129i", + "27.1954+7.3701i", + "27.1512+7.361i", + "27.1333+7.3833i", + "27.3934+7.5324i", + "27.3249+7.5632i", + "28.3772+8.0173i", + "30.4148+8.8218i", + "32.3425+9.6015i", + "31.8471+9.4706i", + "31.2396+9.2873i", + "30.3046+8.9866i", + "28.4854+8.334i", + "26.8309+7.7375i", + "25.3222+7.1052i", + "24.4966+6.7925i", + "23.8484+6.5478i", + "23.6581+6.4687i", + "24.0003+6.579i", + "25.2512+7.0204i", + "27.5761+7.8389i", + "30.4222+8.8681i", + "30.1641+8.7334i", + "28.9214+8.2531i", + "28.1355+7.9484i", + "26.9305+7.4903i", + "26.2513+7.2371i", + "26.0296+7.1613i", + "26.809+7.4763i", + "26.7658+7.4824i", + "27.6309+7.8413i", + "29.4732+8.5636i", + "31.7296+9.4521i", + "31.0511+9.2105i", + "30.3225+8.9489i", + "29.3731+8.6142i", + "28.0226+8.12i", + "26.4291+7.5233i", + "24.8699+7.0309i", + "23.7511+6.6036i", + "23.0389+6.3316i", + "22.6766+6.1933i", + "22.7475+6.2203i", + "23.5503+6.5269i", + "24.6399+6.943i", + "25.364+7.2195i", + "25.9149+7.4299i", + "25.092+7.1157i", + "24.8119+7.0087i", + "24.6208+6.9357i", + "24.2829+6.8067i", + "24.2+6.775i", + "24.4226+6.86i", + "24.7287+6.9769i", + "25.442+7.2493i", + "27.2132+7.9257i", + "29.356+8.744i", + "28.9436+8.5865i", + "28.3654+8.3657i", + "27.5415+8.0511i", + "26.3742+7.6053i", + "24.9922+7.0776i", + "23.6506+6.6742i", + "23.0592+6.4484i", + "22.3651+6.1833i", + "22.0303+6.0554i", + "22.0357+6.0575i", + "22.2713+6.1475i", + "23.0944+6.4618i", + "23.82+6.7389i", + "23.8098+6.735i", + "23.2975+6.5394i", + "22.7687+6.3374i", + "22.2081+6.1234i", + "21.7844+5.9616i", + "22.0892+6.0779i", + "22.6002+6.2731i", + "23.1902+6.4984i", + "24.4537+6.9809i", + "26.5044+7.7641i", + "29.2247+8.8029i", + "29.1179+8.7621i", + "28.5231+8.535i", + "27.5524+8.1643i", + "25.9874+7.5666i", + "24.6803+7.0674i", + "23.2988+6.5892i", + "22.468+6.2884i", + "22.18+6.1868i", + "22.3317+6.248i", + "22.7359+6.3717i", + "23.7114+6.6339i", + "26.193+7.3839i", + "28.8102+8.2655i", + "29.3474+8.302i", + "29.4647+8.2316i", + "29.1297+8.0671i", + "28.6999+7.8933i", + "28.005+7.6471i", + "27.7024+7.5142i", + "27.781+7.5855i", + "27.8888+7.6635i", + "28.6349+8.0512i", + "30.4053+8.7994i", + "32.1955+9.5678i", + "31.7468+9.5118i", + "30.8822+9.2613i", + "29.7143+8.906i", + "28.1415+8.3837i", + "25.933+7.5791i", + "24.7761+7.0574i", + "24.1952+6.8437i", + "23.4112+6.5494i", + "23.2973+6.5097i", + "23.2597+6.4783i", + "24.0803+6.7033i", + "26.2952+7.4249i", + "28.764+8.2776i", + "29.21+8.3065i", + "28.9206+8.1094i", + "28.1658+7.7915i", + "27.6999+7.6196i", + "27.0677+7.3997i", + "27.0312+7.3901i", + "27.2239+7.4851i", + "27.8869+7.7666i", + "28.4001+8.0198i", + "29.9361+8.6583i", + "32.0047+9.5183i", + "31.6034+9.4264i", + "30.8866+9.2143i", + "29.6359+8.8049i", + "27.732+8.1301i", + "25.711+7.3882i", + "24.1517+6.8126i", + "23.7178+6.6565i", + "23.0542+6.4047i", + "22.8365+6.3188i", + "23.1063+6.3978i", + "24.3325+6.7936i", + "26.4912+7.5076i", + "29.0425+8.3704i", + "29.2175+8.3273i", + "28.9063+8.1595i", + "28.3088+7.8965i", + "27.514+7.5843i", + "27.0367+7.422i", + "26.4205+7.1933i", + "26.3803+7.205i", + "26.9775+7.4864i", + "28.1609+7.9873i", + "29.7981+8.6482i", + "31.9717+9.5264i", + "31.5776+9.4406i", + "30.9338+9.2464i", + "29.6209+8.8033i", + "27.6292+8.0867i", + "25.6254+7.3518i", + "24.5137+6.9128i", + "23.4935+6.5368i", + "22.8908+6.3108i", + "22.6737+6.2284i", + "22.9656+6.3166i", + "23.8674+6.5828i", + "26.1863+7.3496i", + "28.955+8.3013i", + "29.0955+8.2487i", + "29.0886+8.1786i", + "29.0432+8.1259i", + "28.6116+7.9469i", + "28.3639+7.8808i", + "28.5673+7.9539i", + "28.3237+7.8967i", + "27.9348+7.7824i", + "28.6758+8.1279i", + "30.084+8.7046i", + "32.2537+9.5896i", + "31.933+9.535i", + "31.2642+9.3289i", + "30.1123+8.9431i", + "28.201+8.2623i", + "26.5255+7.657i", + "24.9212+6.9479i", + "23.9313+6.5737i", + "23.2241+6.3089i", + "22.943+6.1939i", + "23.2707+6.2998i", + "24.1485+6.5989i", + "26.5404+7.4551i", + "28.9325+8.3248i", + "28.8781+8.2622i", + "28.4121+8.0616i", + "28.2271+7.9799i", + "28.0095+7.8941i", + "27.8469+7.8368i", + "27.7073+7.7893i", + "27.9377+7.8954i", + "28.3052+8.0608i", + "29.0631+8.3731i", + "30.3806+8.8988i", + "31.8212+9.4733i", + "31.2581+9.278i", + "30.5004+9.0038i", + "29.4675+8.6331i", + "27.9538+8.0774i", + "26.1213+7.3942i", + "24.6442+6.8584i", + "23.5977+6.4608i", + "23.201+6.3108i", + "22.7843+6.1518i", + "22.6962+6.1174i", + "23.0962+6.2662i", + "24.0454+6.6245i", + "24.9827+6.9854i", + "25.9571+7.3534i", + "26.6463+7.6077i", + "27.4851+7.9197i", + "27.5349+7.9369i", + "27.0681+7.7609i", + "26.7149+7.6276i", + "26.5799+7.5762i", + "26.746+7.6436i", + "26.7512+7.646i", + "28.1863+8.1866i", + "30.3068+8.9928i", + "30.0019+8.8814i", + "29.3705+8.6455i", + "28.6172+8.3645i", + "27.7677+8.0459i", + "26.2491+7.4695i", + "24.8213+7.0817i", + "23.8353+6.7082i", + "23.1556+6.4482i", + "22.7093+6.2768i", + "22.534+6.1995i", + "22.8242+6.2804i", + "23.5235+6.5005i", + "24.2597+6.7377i", + "24.9056+6.93i", + "25.8738+7.2671i", + "26.0721+7.3346i", + "26.3681+7.4459i", + "26.3079+7.4388i", + "26.194+7.393i", + "26.0022+7.3346i", + "26.1625+7.4111i", + "26.2603+7.4685i", + "27.187+7.8406i", + "29.1659+8.6171i", + "28.9135+8.5508i", + "29.1647+8.6666i", + "28.4212+8.4026i", + "26.978+7.8699i", + "25.1078+7.1677i", + "23.9517+6.8547i", + "23.1912+6.5808i", + "22.7495+6.4463i", + "22.6409+6.3991i", + "23.0404+6.5092i", + "24.4193+6.8867i", + "26.7206+7.5289i", + "29.4712+8.406i", + "30.1102+8.4745i", + "30.1909+8.3561i", + "30.4464+8.3811i", + "30.2263+8.2622i", + "30.2545+8.3227i", + "29.813+8.161i", + "29.2125+8.0006i", + "29.2249+8.0688i", + "29.7086+8.3056i", + "31.2608+8.9127i", + "33.6645+9.84i", + "33.4269+9.8776i", + "32.6521+9.7417i", + "31.3495+9.4063i", + "29.3394+8.7631i", + "27.4167+8.1467i", + "25.9225+7.4213i", + "25.0931+7.1183i", + "24.6079+6.9323i", + "24.3104+6.8132i", + "24.2471+6.7513i", + "25.4822+7.1172i", + "28.0688+7.9491i", + "30.6331+8.7792i", + "30.945+8.7353i", + "30.5362+8.4904i", + "29.3976+8.0471i", + "28.9686+7.8727i", + "28.7638+7.8383i", + "28.2676+7.6642i", + "27.6416+7.4684i", + "27.7058+7.5389i", + "28.5687+7.9547i", + "30.5549+8.7808i", + "33.816+10.0804i", + "33.6491+10.1103i", + "33.368+10.0759i", + "32.2019+9.7022i", + "30.356+9.0545i", + "28.3127+8.3088i", + "26.7315+7.6277i", + "25.8744+7.3143i", + "25.2229+7.0615i", + "25.0597+6.9959i", + "25.3739+7.0927i", + "26.8633+7.6022i", + "29.6173+8.5318i", + "32.2253+9.4317i", + "31.6814+9.0935i", + "30.1764+8.4362i", + "28.9148+7.9469i", + "27.6348+7.4762i", + "26.8316+7.1951i", + "26.7548+7.1675i", + "26.6862+7.1892i", + "26.8612+7.2834i", + "28.0212+7.7887i", + "30.078+8.6302i", + "33.3418+9.9117i", + "33.5672+10.0538i", + "33.2286+9.9777i", + "32.228+9.6522i", + "30.3478+8.9771i", + "28.3682+8.245i", + "27.0236+7.6547i", + "26.0118+7.2725i", + "25.3957+7.0413i", + "25.3517+7.0134i", + "25.6923+7.1167i", + "27.3061+7.6764i", + "29.9306+8.5844i", + "32.4573+9.4716i", + "31.8372+9.1696i", + "30.6401+8.7113i", + "29.0722+8.0994i", + "28.2288+7.7822i", + "27.4773+7.5028i", + "27.303+7.441i", + "27.2204+7.4328i", + "27.4139+7.5437i", + "28.2933+7.9214i", + "30.1154+8.6471i", + "33.1244+9.8267i", + "33.2989+9.9178i", + "32.9417+9.811i", + "32.0729+9.5202i", + "30.244+8.8453i", + "28.2492+8.1037i", + "26.3627+7.3273i", + "25.4345+6.9742i", + "25.1547+6.8688i", + "25.0083+6.8101i", + "25.3723+6.9413i", + "26.6923+7.4306i", + "29.2281+8.3737i", + "31.3354+9.1578i", + "30.8732+8.9653i", + "30.1639+8.6887i", + "28.8057+8.1675i", + "27.875+7.8142i", + "27.4318+7.6464i", + "27.524+7.6844i", + "27.5404+7.695i", + "27.854+7.8238i", + "28.6128+8.1243i", + "30.0701+8.6907i", + "32.4272+9.5998i", + "32.2132+9.5252i", + "31.7152+9.3419i", + "30.7697+8.9919i", + "29.3217+8.4474i", + "27.6386+7.8103i", + "25.9554+7.3204i", + "25.5095+7.1501i", + "24.6864+6.8357i", + "24.2302+6.6615i", + "24.2661+6.6753i", + "24.6851+6.8353i", + "25.7872+7.2561i", + "26.5427+7.5446i", + "27.3463+7.8515i", + "27.2851+7.8282i", + "26.9218+7.6894i", + "26.2262+7.4238i", + "25.6838+7.2167i", + "25.431+7.1201i", + "25.1005+6.9939i", + "24.7614+6.8644i", + "25.5417+7.1624i", + "27.4751+7.9007i", + "30.2521+8.9612i", + "30.1674+8.9289i", + "29.733+8.763i", + "29.0849+8.5155i", + "28.2504+8.1968i", + "26.7809+7.6356i", + "25.395+7.2005i", + "24.512+6.8639i", + "23.9271+6.6402i", + "23.5455+6.4935i", + "23.4927+6.4692i", + "23.7619+6.5606i", + "24.6637+6.888i", + "25.0695+7.0277i", + "25.6282+7.2221i", + "25.3911+7.123i", + "25.0434+6.99i", + "24.7395+6.874i", + "24.6553+6.8445i", + "24.4113+6.7516i", + "24.0445+6.6192i", + "24.6088+6.8407i", + "25.5966+7.2257i", + "27.7505+8.0561i", + "30.8743+9.2538i", + "31.0475+9.3304i", + "30.7585+9.2271i", + "29.8751+8.8968i", + "28.3552+8.3221i", + "26.4617+7.6024i", + "25.8864+7.2102i", + "24.9976+6.8733i", + "24.5913+6.718i", + "24.5659+6.7074i", + "25.0924+6.9016i", + "26.1579+7.2801i", + "28.7528+8.2306i", + "30.9647+9.0399i", + "30.677+8.875i", + "29.4042+8.3657i", + "28.0829+7.8534i", + "27.1421+7.4928i", + "26.7042+7.3281i", + "26.5825+7.2925i", + "26.619+7.3165i", + "27.102+7.5127i", + "28.1522+7.94i", + "29.9356+8.6415i", + "33.2902+9.9405i", + "33.5615+10.071i", + "32.931+9.8495i", + "31.9164+9.4826i", + "29.9171+8.7333i", + "27.8091+7.9395i", + "26.6721+7.4697i", + "25.7249+7.1091i", + "25.2296+6.9189i", + "25.061+6.8482i", + "25.3976+6.9531i", + "26.5311+7.3429i", + "29.3086+8.3334i", + "31.6888+9.1855i", + "31.1016+8.9207i", + "30.2398+8.5706i", + "29.8033+8.3959i", + "29.1698+8.1501i", + "28.7034+7.9727i", + "29.007+8.0934i", + "29.3464+8.2382i", + "29.4247+8.2971i", + "30.0613+8.569i", + "31.3052+9.0733i", + "33.7568+10.038i", + "33.434+9.9364i", + "32.8654+9.7441i", + "31.7148+9.3304i", + "29.6982+8.5809i", + "27.4937+7.7522i", + "26.0843+7.4272i", + "25.0828+7.0673i", + "24.389+6.809i", + "24.0412+6.6775i", + "24.2634+6.7317i", + "25.5481+7.1125i", + "27.6817+7.792i", + "30.4085+8.6919i", + "31.1936+8.8253i", + "31.414+8.8142i", + "31.1033+8.6131i", + "30.8584+8.4768i", + "30.9491+8.5388i", + "30.8124+8.5051i", + "30.7013+8.5318i", + "30.7241+8.6046i", + "31.0164+8.8075i", + "32.1035+9.2991i", + "33.8831+10.0275i", + "33.5796+10.0049i", + "32.8507+9.8019i", + "31.5533+9.3792i", + "29.4508+8.6458i", + "27.1375+7.8022i", + "25.781+7.3906i", + "24.7646+7.0262i", + "23.9938+6.7345i", + "23.7391+6.6384i", + "23.9736+6.6991i", + "25.0356+6.9954i", + "27.0645+7.5956i", + "29.5947+8.4487i", + "30.3713+8.5486i", + "30.8839+8.6171i", + "31.3196+8.7735i", + "31.2604+8.7338i", + "30.8213+8.5975i", + "30.3649+8.4517i", + "29.265+8.0825i", + "28.5587+7.8664i", + "28.8051+8.0478i", + "30.1967+8.6471i", + "32.0349+9.386i", + "32.3246+9.6091i", + "31.7813+9.4744i", + "30.6523+9.1036i", + "28.7738+8.4371i", + "27.1625+7.8771i", + "25.7468+7.2169i", + "24.8111+6.8634i", + "24.0089+6.559i", + "23.7652+6.4604i", + "23.9908+6.5286i", + "25.0926+6.909i", + "27.0068+7.5807i", + "28.9616+8.2746i", + "29.6236+8.4831i", + "29.1021+8.2707i", + "28.6634+8.0958i", + "27.973+7.8318i", + "28.0192+7.8504i", + "27.7634+7.7523i", + "27.7916+7.7745i", + "28.0032+7.8836i", + "28.8215+8.2201i", + "30.2668+8.7989i", + "32.3766+9.6308i", + "32.2964+9.619i", + "31.3418+9.2769i", + "30.654+9.0419i", + "29.1504+8.4925i", + "27.4625+7.8655i", + "26.3059+7.5215i", + "25.0607+7.0461i", + "24.2014+6.7179i", + "23.9722+6.6303i", + "24.0487+6.6596i", + "24.4903+6.8282i", + "25.5405+7.2293i", + "26.111+7.4471i", + "26.4352+7.5709i", + "25.6579+7.2741i", + "25.1542+7.0818i", + "24.1521+6.6991i", + "23.9074+6.6056i", + "23.6875+6.5216i", + "23.4353+6.4253i", + "23.9215+6.611i", + "25.054+7.0435i", + "26.72+7.6797i", + "29.7141+8.8231i", + "30.0222+8.9408i", + "29.819+8.8632i", + "29.2945+8.6629i", + "28.0136+8.1737i", + "26.415+7.5632i", + "25.2307+7.1417i", + "24.3454+6.8037i", + "23.725+6.5667i", + "23.7446+6.5742i", + "23.6139+6.5243i", + "23.5675+6.5066i", + "24.3425+6.8025i", + "24.7597+6.9619i", + "24.9117+7.0199i", + "24.5625+6.8866i", + "24.1257+6.7198i", + "23.6909+6.5537i", + "23.3932+6.44i", + "23.4696+6.4692i", + "23.5345+6.494i", + "24.5347+6.876i", + "25.0836+7.0856i", + "26.9801+7.8098i", + "30.1653+9.0262i", + "30.6264+9.2023i", + "30.3087+9.081i", + "29.615+8.8161i", + "28.2446+8.2927i", + "26.9831+7.811i", + "25.9301+7.391i", + "25.016+7.0522i", + "24.5741+6.9232i", + "24.3609+6.8413i", + "24.7411+6.9748i", + "25.5164+7.2187i", + "27.5215+7.9039i", + "28.7407+8.3362i", + "28.6396+8.2542i", + "27.7137+7.8239i", + "27.6348+7.7146i", + "26.8077+7.3493i", + "26.1922+7.1046i", + "25.7955+6.9644i", + "26.2194+7.1393i", + "26.6623+7.3235i", + "27.3592+7.5873i", + "29.4351+8.3487i", + "32.4698+9.4478i", + "33.2482+9.8202i", + "32.9361+9.7949i", + "31.8219+9.4578i", + "29.8908+8.8125i", + "27.8212+8.0908i", + "26.3902+7.4797i", + "25.6562+7.1997i", + "25.2604+7.0483i", + "25.1204+6.9854i", + "25.7735+7.1975i", + "27.1952+7.6751i", + "30.2566+8.7435i", + "32.3511+9.4485i", + "31.8508+9.187i", + "30.3709+8.5936i", + "28.8655+7.9968i", + "27.9835+7.6579i", + "27.175+7.348i", + "26.5812+7.1332i", + "26.7022+7.2158i", + "26.8075+7.2962i", + "27.8494+7.7392i", + "30.0382+8.6196i", + "32.6281+9.6442i", + "33.7167+10.0919i", + "33.4646+10.0318i", + "32.4684+9.6954i", + "30.2976+8.8981i", + "28.2472+8.1421i", + "26.6695+7.5967i", + "26.1419+7.4093i", + "25.5139+7.1772i", + "25.298+7.0868i", + "25.7315+7.2216i", + "26.8313+7.5629i", + "29.532+8.4133i", + "31.7048+9.1342i", + "31.5287+8.8974i", + "30.6286+8.4779i", + "30.0996+8.2402i", + "29.8831+8.1554i", + "29.5402+8.0572i", + "29.4956+8.0468i", + "29.3138+8.0243i", + "29.1886+8.0461i", + "29.7616+8.3428i", + "31.5111+9.0842i", + "33.8928+10.0251i", + "34.63+10.3679i", + "34.0802+10.2262i", + "32.9153+9.8539i", + "30.5935+9.0218i", + "28.5689+8.2876i", + "27.1655+7.8038i", + "26.1422+7.4236i", + "25.4828+7.1813i", + "25.3464+7.1072i", + "25.3577+7.0646i", + "26.7603+7.4949i", + "29.426+8.3641i", + "31.7767+9.1364i", + "31.6781+8.9812i", + "30.5917+8.5175i", + "29.6546+8.1094i", + "29.2059+7.9374i", + "28.4847+7.6736i", + "28.4892+7.695i", + "28.6176+7.7921i", + "29.0935+8.0352i", + "29.4612+8.2374i", + "30.9349+8.8681i", + "33.8321+10.0368i", + "34.4665+10.3318i", + "34.0002+10.2149i", + "33.0916+9.9441i", + "31.0745+9.2268i", + "28.8609+8.4253i", + "27.5623+7.7472i", + "26.5916+7.3765i", + "25.9618+7.136i", + "25.8414+7.09i", + "26.2951+7.2633i", + "27.5695+7.75i", + "30.2173+8.7611i", + "32.0588+9.4644i", + "30.9592+9.0445i", + "29.4046+8.4508i", + "28.122+7.961i", + "27.1049+7.5726i", + "25.9708+7.1394i", + "25.6257+7.0077i", + "25.5467+6.9775i", + "25.9979+7.1498i", + "26.7391+7.4329i", + "28.8712+8.2471i", + "31.9313+9.4157i", + "32.4886+9.6285i", + "32.2222+9.5268i", + "31.57+9.2777i", + "30.291+8.7893i", + "28.7256+8.1915i", + "27.0209+7.7455i", + "25.984+7.3495i", + "25.4043+7.1281i", + "25.1011+7.0123i", + "25.1525+7.0319i", + "25.7273+7.2514i", + "26.9989+7.737i", + "27.3772+7.8815i", + "27.1726+7.8034i", + "26.6114+7.5891i", + "25.762+7.2647i", + "24.6377+6.8353i", + "24.0221+6.6002i", + "23.7204+6.485i", + "23.5815+6.432i", + "24.1214+6.6382i", + "24.5927+6.8182i", + "26.6091+7.5882i", + "29.8957+8.8433i", + "30.1727+8.9491i", + "29.7845+8.8008i", + "29.0917+8.5362i", + "27.9609+8.1044i", + "26.7311+7.6348i", + "25.1571+7.1848i", + "24.2431+6.8357i", + "23.8925+6.7019i", + "23.7017+6.629i", + "23.608+6.5932i", + "23.9385+6.7194i", + "24.8503+7.0676i", + "25.0654+7.1498i", + "24.9012+7.0871i", + "24.1176+6.7878i", + "23.2328+6.4499i", + "22.2008+6.0558i", + "21.674+5.8547i", + "21.3925+5.7471i", + "21.7971+5.9017i", + "22.5953+6.2065i", + "24.0365+6.7569i", + "26.3465+7.639i", + "29.4817+8.8363i", + "29.9322+9.0084i", + "29.1657+8.7156i", + "28.5533+8.4818i", + "26.9778+7.8801i", + "25.1864+7.196i", + "24.4789+6.7661i", + "23.9182+6.5592i", + "23.5476+6.4676i", + "23.5773+6.4299i", + "23.9902+6.5784i", + "25.0062+6.9372i", + "27.4584+7.8039i", + "29.6218+8.5911i", + "29.027+8.2861i", + "28.4875+8.0341i", + "27.7533+7.7342i", + "27.3714+7.5942i", + "27.1063+7.5007i", + "27.5688+7.6713i", + "27.5336+7.6792i", + "27.7179+7.7753i", + "28.6781+8.1727i", + "29.9727+8.6998i", + "32.4575+9.6748i", + "32.7428+9.8052i", + "32.2073+9.6316i", + "30.8108+9.1271i", + "28.947+8.4367i", + "26.8607+7.6598i", + "25.6319+7.3126i", + "24.7921+6.9926i", + "24.2376+6.7808i", + "24.0688+6.7135i", + "24.3029+6.7869i", + "25.1938+7.0733i", + "27.4343+7.8329i", + "29.2982+8.4123i", + "29.1826+8.2225i", + "28.9824+8.0679i", + "28.5158+7.8691i", + "28.6186+7.9076i", + "28.717+7.9502i", + "28.2499+7.7689i", + "28.5014+7.8662i", + "28.7201+7.9844i", + "29.0539+8.1603i", + "30.3445+8.7197i", + "32.7736+9.7273i", + "32.72+9.7821i", + "32.027+9.5443i", + "30.8595+9.145i", + "28.7904+8.4063i", + "27.0641+7.7854i", + "25.4255+7.2441i", + "24.5669+6.9347i", + "24.0333+6.7319i", + "23.7185+6.6176i", + "23.5351+6.5339i", + "24.53+6.8747i", + "26.966+7.72i", + "29.089+8.4132i", + "28.8293+8.2008i", + "28.2519+7.9232i", + "27.49+7.6021i", + "27.0931+7.4382i", + "27.0844+7.4306i", + "26.966+7.3859i", + "27.2748+7.5179i", + "27.3654+7.5882i", + "27.8396+7.8109i", + "29.0644+8.3331i", + "31.1982+9.2122i", + "31.7765+9.4911i", + "31.3092+9.3308i", + "30.2068+8.9493i", + "28.4994+8.3379i", + "26.8861+7.7643i", + "25.4213+7.209i", + "24.291+6.7841i", + "23.6284+6.5337i", + "23.3661+6.4326i", + "23.4798+6.4674i", + "24.2848+6.7478i", + "26.5324+7.5497i", + "28.0647+8.0826i", + "28.04+8.0031i", + "27.9183+7.9232i", + "27.3233+7.6783i", + "26.4967+7.3587i", + "25.8213+7.1067i", + "25.3739+6.9386i", + "25.2168+6.9034i", + "25.5141+7.0389i", + "26.4895+7.4389i", + "28.3249+8.1791i", + "30.9872+9.2118i", + "31.6279+9.4803i", + "31.0076+9.268i", + "30.1158+8.952i", + "28.176+8.236i", + "26.3392+7.5521i", + "24.9056+6.9011i", + "24.02+6.5629i", + "23.4516+6.3458i", + "22.9693+6.1616i", + "22.9221+6.1436i", + "24.0245+6.5646i", + "26.0318+7.3312i", + "27.9362+8.0584i", + "28.236+8.1729i", + "27.8546+8.0273i", + "26.913+7.6677i", + "26.4399+7.487i", + "26.4704+7.4987i", + "26.7375+7.6007i", + "26.4959+7.5084i", + "26.433+7.4844i", + "27.0935+7.7366i", + "28.2594+8.1819i", + "30.4387+9.0141i", + "30.7988+9.1516i", + "30.2848+8.9553i", + "29.4105+8.6215i", + "27.9679+8.0705i", + "26.1304+7.3688i", + "24.6889+6.9439i", + "24.0997+6.7197i", + "23.2495+6.3947i", + "22.9963+6.2965i", + "22.917+6.2608i", + "23.4133+6.4402i", + "24.2325+6.7389i", + "24.8228+6.9506i", + "25.6155+7.2445i", + "26.2655+7.4916i", + "26.2321+7.4771i", + "26.2861+7.4969i", + "26.3853+7.5347i", + "26.1334+7.4384i", + "25.6497+7.2574i", + "25.3497+7.148i", + "25.5356+7.2258i", + "26.8954+7.7539i", + "29.0884+8.5996i", + "29.4346+8.735i", + "28.7811+8.4905i", + "27.9857+8.1923i", + "26.9084+7.7864i", + "25.4047+7.2164i", + "24.3176+6.8973i", + "23.7035+6.6628i", + "22.953+6.3762i", + "22.5249+6.2127i", + "22.2735+6.1166i", + "22.4536+6.1854i", + "23.1134+6.4374i", + "23.1646+6.4569i", + "23.3946+6.5448i", + "23.4416+6.5627i", + "23.4823+6.5783i", + "23.6838+6.6552i", + "23.5305+6.5967i", + "23.2894+6.5046i", + "23.4007+6.5471i", + "23.3729+6.5365i", + "24.4852+6.9613i", + "25.9124+7.5063i", + "28.5828+8.5261i", + "29.298+8.7992i", + "28.7736+8.599i", + "27.8715+8.2545i", + "26.4312+7.7044i", + "24.4583+6.951i", + "23.6257+6.5739i", + "22.882+6.2985i", + "22.5001+6.152i", + "22.3623+6.0993i", + "22.6921+6.2099i", + "23.8555+6.5915i", + "26.3688+7.4709i", + "28.1086+8.0619i", + "28.0968+7.9553i", + "27.6827+7.734i", + "27.8828+7.779i", + "27.7485+7.7305i", + "27.9715+7.8122i", + "27.8233+7.7453i", + "27.5639+7.6715i", + "27.4549+7.6621i", + "28.1384+7.9822i", + "28.8772+8.3434i", + "31.4571+9.3607i", + "32.0185+9.613i", + "31.437+9.4247i", + "30.3393+9.0508i", + "28.4524+8.3667i", + "26.6692+7.7093i", + "25.55+7.2721i", + "24.6729+6.948i", + "24.1098+6.7346i", + "23.9141+6.6588i", + "24.1671+6.7312i", + "24.9115+6.9283i", + "27.4824+7.7899i", + "29.2768+8.3601i", + "29.481+8.31i", + "28.9651+8.0296i", + "29.1261+8.0357i", + "29.2171+8.0606i", + "28.8425+7.9348i", + "29.0526+8.0326i", + "29.6931+8.3027i", + "29.3097+8.1997i", + "29.1853+8.215i", + "30.4243+8.792i", + "32.5077+9.6349i", + "32.529+9.6997i", + "31.9854+9.5552i", + "30.7829+9.157i", + "28.9339+8.4992i", + "26.9785+7.7886i", + "25.5727+7.3199i", + "24.6222+6.9754i", + "23.9422+6.7189i", + "23.5869+6.5875i", + "23.7952+6.6416i", + "24.7649+6.9203i", + "27.0445+7.67i", + "29.1532+8.3569i", + "29.5791+8.3187i", + "29.6812+8.2583i", + "29.5585+8.1679i", + "29.6234+8.1728i", + "29.2309+8.0736i", + "28.9466+7.9532i", + "28.5631+7.8354i", + "28.5036+7.8615i", + "28.9932+8.1303i", + "30.4056+8.788i", + "32.2961+9.5472i", + "32.7298+9.7726i", + "32.0029+9.56i", + "30.8777+9.2083i", + "28.8005+8.4803i", + "27.0415+7.8446i", + "25.5875+7.3149i", + "24.6682+6.9758i", + "24.0031+6.7199i", + "23.6666+6.5953i", + "23.9239+6.6701i", + "24.8399+6.9381i", + "27.2798+7.7711i", + "28.9904+8.3311i", + "28.7619+8.1017i", + "28.3358+7.8608i", + "27.8121+7.6408i", + "27.4966+7.5145i", + "27.106+7.3905i", + "27.0637+7.3962i", + "27.2009+7.4776i", + "27.5443+7.6512i", + "27.9853+7.8769i", + "29.2418+8.441i", + "31.6458+9.375i", + "32.4044+9.7073i", + "31.758+9.5103i", + "30.7724+9.1897i", + "28.9527+8.5416i", + "26.9709+7.8202i", + "25.6686+7.1462i", + "24.688+6.7717i", + "24.0584+6.5313i", + "23.8634+6.4568i", + "24.2689+6.6117i", + "25.3642+7.03i", + "27.6631+7.9079i", + "29.3592+8.5556i", + "28.8034+8.3433i", + "27.716+7.9281i", + "26.9203+7.6242i", + "26.0543+7.2935i", + "25.2431+6.9837i", + "25.0208+6.8988i", + "25.2995+7.0053i", + "25.4456+7.0611i", + "26.402+7.4263i", + "28.4014+8.1898i", + "31.0901+9.2166i", + "32.1452+9.6195i", + "31.649+9.43i", + "30.8504+9.1251i", + "29.4188+8.5784i", + "28.2156+8.1189i", + "26.4506+7.5342i", + "25.4679+7.1589i", + "24.9333+6.9548i", + "24.7265+6.8758i", + "24.6346+6.8407i", + "25.0872+7.0135i", + "26.0523+7.3821i", + "26.1681+7.4263i", + "25.9776+7.3536i", + "25.7313+7.2595i", + "25.8184+7.2928i", + "25.3843+7.127i", + "24.7313+6.8776i", + "24.1719+6.664i", + "24.4422+6.7672i", + "25.0554+7.0014i", + "25.5912+7.206i", + "27.178+7.812i", + "29.682+8.7682i", + "30.3894+9.0384i", + "29.939+8.8664i", + "29.2938+8.62i", + "28.1284+8.1749i", + "26.584+7.5852i", + "25.5664+7.3176i", + "24.6342+6.9617i", + "23.9484+6.6997i", + "23.2981+6.4514i", + "23.3628+6.4761i", + "23.9984+6.7188i", + "24.7954+7.0232i", + "24.9129+7.0681i", + "24.9367+7.0772i", + "23.9531+6.7016i", + "23.5544+6.5493i", + "23.3605+6.4752i", + "22.6667+6.2103i", + "22.518+6.1535i", + "22.8054+6.2632i", + "23.0011+6.338i", + "24.566+6.9356i", + "26.697+7.7494i", + "29.0616+8.6524i", + "30.1743+9.0773i", + "29.6832+8.8898i", + "28.3556+8.3828i", + "26.5113+7.6785i", + "25.4612+7.2775i", + "24.372+6.8605i", + "23.7208+6.6287i", + "23.6368+6.6336i", + "23.8971+6.7461i", + "24.7917+7.0687i", + "27.3915+7.9528i", + "30.5046+8.9938i", + "30.9603+9.1645i", + "30.4266+8.9086i", + "29.1992+8.3488i", + "28.7119+8.0414i", + "27.9238+7.6555i", + "27.4024+7.4514i", + "27.1042+7.3336i", + "27.03+7.3447i", + "27.14+7.4027i", + "28.0959+7.7558i", + "29.8138+8.4376i", + "31.734+9.2184i", + "32.2157+9.4448i", + "31.153+9.1384i", + "29.3131+8.5668i", + "27.2579+7.8744i", + "26.2237+7.5485i", + "25.0693+7.1157i", + "24.2348+6.7959i", + "23.8205+6.6346i", + "23.9796+6.683i", + "24.8481+6.9844i", + "27.2499+7.8357i", + "30.1075+8.8388i", + "30.0769+8.7483i", + "28.797+8.2097i", + "27.5569+7.7115i", + "26.97+7.4709i", + "26.1384+7.1417i", + "25.7099+6.9724i", + "25.5147+6.908i", + "25.4018+6.8858i", + "25.8452+7.0919i", + "26.4999+7.3901i", + "28.2938+8.1302i", + "30.56+9.0406i", + "31.7921+9.5284i", + "31.0922+9.2938i", + "29.4035+8.6835i", + "27.7029+8.0617i", + "25.9752+7.4215i", + "24.7876+7.0506i", + "23.8206+6.6849i", + "23.4483+6.5442i", + "23.4041+6.5199i", + "23.9092+6.6899i", + "26.3284+7.5681i", + "29.2013+8.6043i", + "28.9803+8.4663i", + "27.6206+7.9127i", + "26.5253+7.475i", + "25.455+7.0487i", + "24.5707+6.7019i", + "24.0312+6.4904i", + "23.7701+6.3848i", + "23.9348+6.4658i", + "24.1163+6.5616i", + "24.9194+6.9065i", + "26.9994+7.7427i", + "29.2068+8.6186i", + "30.7081+9.2084i", + "30.2252+9.0494i", + "28.7636+8.5166i", + "26.8132+7.7974i", + "25.2592+7.2214i", + "24.3026+6.8385i", + "23.6255+6.5845i", + "23.4402+6.5158i", + "23.7411+6.6218i", + "24.9992+7.0722i", + "27.7144+8.0468i", + "30.6628+9.0986i", + "30.4+8.9217i", + "28.5938+8.1799i", + "27.2313+7.6318i", + "26.3682+7.287i", + "25.6156+7.0004i", + "25.0972+6.797i", + "25.1017+6.8003i", + "25.1363+6.8324i", + "25.4694+6.9954i", + "26.1305+7.2916i", + "27.5403+7.8789i", + "29.9832+8.8547i", + "31.1362+9.3097i", + "30.3881+9.0557i", + "28.6434+8.4247i", + "26.5859+7.671i", + "25.1376+7.1394i", + "24.2136+6.7485i", + "23.5889+6.511i", + "23.1021+6.3252i", + "23.023+6.2938i", + "23.7843+6.5805i", + "26.2023+7.4942i", + "28.892+8.5096i", + "29.0449+8.5571i", + "27.5557+7.982i", + "26.3418+7.5143i", + "25.5642+7.2149i", + "24.5272+6.8177i", + "24.1327+6.6667i", + "24.0042+6.6183i", + "24.099+6.6589i", + "24.5164+6.8244i", + "25.1581+7.0764i", + "26.4049+7.5597i", + "28.3237+8.2984i", + "29.6737+8.8166i", + "29.0301+8.5751i", + "27.9901+8.1821i", + "26.4571+7.6011i", + "25.023+7.0562i", + "24.1773+6.8369i", + "23.5685+6.6044i", + "23.0106+6.3913i", + "22.8612+6.3343i", + "23.2498+6.4827i", + "24.45+6.941i", + "25.5658+7.3671i", + "25.5661+7.3672i", + "24.9258+7.1227i", + "23.9039+6.7325i", + "23.1855+6.4581i", + "22.5675+6.2221i", + "22.2946+6.1179i", + "22.163+6.0677i", + "22.6481+6.2529i", + "23.2108+6.4678i", + "24.2468+6.8634i", + "26.1402+7.5865i", + "27.9855+8.2912i", + "28.8553+8.6234i", + "28.2099+8.3769i", + "27.0726+7.9426i", + "25.5004+7.3421i", + "24.2303+6.8571i", + "23.3936+6.6166i", + "22.7399+6.3669i", + "22.2958+6.1973i", + "22.2025+6.1617i", + "22.2704+6.1876i", + "23.0696+6.4928i", + "23.5429+6.6736i", + "23.419+6.6263i", + "23.1249+6.5139i", + "22.1997+6.1606i", + "21.4986+5.8929i", + "21.1254+5.7504i", + "20.9917+5.6993i", + "21.1225+5.7492i", + "21.8465+6.0257i", + "22.6143+6.3189i", + "24.1952+6.9227i", + "26.2853+7.7208i", + "28.2691+8.4785i", + "29.5043+8.9502i", + "28.6479+8.6231i", + "27.0245+8.0032i", + "25.0319+7.2422i", + "23.7464+6.7513i", + "23.1249+6.4931i", + "22.5733+6.302i", + "22.3454+6.2266i", + "22.22+6.1698i", + "23.1606+6.4962i", + "25.5815+7.3552i", + "28.0964+8.2308i", + "28.1762+8.2208i", + "27.3536+7.8095i", + "26.9137+7.5614i", + "26.5178+7.3579i", + "26.1237+7.1619i", + "25.6826+6.9848i", + "25.9648+7.0708i", + "26.3741+7.2175i", + "27.081+7.4902i", + "28.0327+7.8947i", + "29.6898+8.6096i", + "30.9383+9.1555i", + "31.4679+9.3844i", + "30.2446+8.986i", + "28.2729+8.3019i", + "26.0527+7.5203i", + "24.563+7.0027i", + "23.5813+6.6245i", + "22.8771+6.3569i", + "22.4952+6.2081i", + "22.7026+6.2803i", + "23.6615+6.6108i", + "26.1517+7.4776i", + "28.5737+8.3099i", + "28.836+8.3221i", + "28.1494+7.9892i", + "27.3777+7.6519i", + "26.8515+7.4142i", + "26.447+7.2398i", + "26.3223+7.1836i", + "26.6103+7.2972i", + "27.0923+7.518i", + "27.6547+7.7861i", + "28.3247+8.1101i", + "29.2668+8.5328i", + "30.6118+9.0941i", + "31.1544+9.3297i", + "30.1687+8.9915i", + "28.1247+8.2462i", + "26.0854+7.507i", + "24.5781+6.954i", + "23.5447+6.6992i", + "22.7753+6.4207i", + "22.4167+6.2859i", + "22.6212+6.3627i", + "23.6445+6.6935i", + "26.0895+7.5468i", + "28.7452+8.4199i", + "29.3663+8.5153i", + "29.3242+8.3429i", + "28.5337+7.9509i", + "27.6903+7.5884i", + "27.1643+7.39i", + "27.1547+7.4336i", + "27.349+7.4696i", + "27.136+7.4163i", + "27.0529+7.4216i", + "27.4489+7.6689i", + "28.6183+8.24i", + "29.7788+8.7773i", + "30.8912+9.2101i", + "29.8174+8.8748i", + "28.1233+8.3005i", + "26.0735+7.587i", + "24.5143+7.0384i", + "23.7774+6.6344i", + "23.1113+6.3869i", + "22.8432+6.2872i", + "23.0464+6.3547i", + "24.2226+6.776i", + "26.621+7.6297i", + "29.4746+8.6389i", + "29.7473+8.6807i", + "28.9436+8.3271i", + "27.8124+7.8688i", + "27.6657+7.8002i", + "26.8948+7.4991i", + "26.0811+7.186i", + "25.9592+7.1445i", + "26.0734+7.2102i", + "25.8231+7.1466i", + "26.0988+7.292i", + "27.37+7.8271i", + "29.4169+8.6467i", + "30.8726+9.2219i", + "29.9842+8.908i", + "28.312+8.3013i", + "26.4544+7.618i", + "24.715+6.9738i", + "23.6993+6.6284i", + "22.9649+6.3584i", + "22.5641+6.2091i", + "22.8372+6.3017i", + "23.8631+6.6613i", + "26.3706+7.5433i", + "28.7758+8.3675i", + "28.992+8.3773i", + "28.542+8.1437i", + "28.5157+8.0931i", + "27.5987+7.7307i", + "27.1584+7.5528i", + "26.7287+7.3835i", + "26.8548+7.4388i", + "27.1089+7.5654i", + "26.8622+7.5131i", + "27.0687+7.6478i", + "28.0452+8.0768i", + "29.4544+8.6662i", + "30.3004+9.0129i", + "29.4305+8.7134i", + "28.0253+8.2118i", + "26.1982+7.5473i", + "24.7138+6.9998i", + "23.7229+6.6863i", + "23.0803+6.4409i", + "22.7063+6.2981i", + "23.0044+6.4119i", + "23.4392+6.578i", + "23.9386+6.7687i", + "24.8353+7.1111i", + "25.1037+7.2136i", + "25.0038+7.1755i", + "25.1188+7.2194i", + "24.447+6.9628i", + "23.3164+6.5311i", + "22.3802+6.1736i", + "21.9803+6.0208i", + "22.0856+6.061i", + "22.4158+6.1871i", + "23.2056+6.4888i", + "24.899+7.1354i", + "27.0378+7.9522i", + "28.3631+8.4583i", + "27.9107+8.2856i", + "26.7931+7.8588i", + "25.2769+7.2797i", + "23.8779+6.7455i", + "22.7973+6.4458i", + "22.1062+6.1818i", + "21.6118+5.9931i", + "21.5194+5.9577i", + "21.8524+6.0849i", + "22.5969+6.3692i", + "23.263+6.6236i", + "23.2126+6.6044i", + "22.8788+6.4769i", + "21.9451+6.1203i", + "21.2591+5.8583i", + "20.4232+5.5391i", + "20.085+5.41i", + "20.3883+5.5258i", + "21.3596+5.8967i", + "21.8752+6.0936i", + "22.8203+6.4546i", + "24.9398+7.264i", + "27.3405+8.1808i", + "28.6702+8.6886i", + "28.0973+8.4698i", + "26.7377+7.9506i", + "24.9111+7.253i", + "23.4581+6.6981i", + "22.9527+6.4595i", + "22.3887+6.2745i", + "22.2135+6.222i", + "22.502+6.3406i", + "23.4736+6.6767i", + "25.8538+7.5015i", + "28.4839+8.3875i", + "28.6477+8.3631i", + "27.9258+7.9483i", + "27.0534+7.5014i", + "26.7343+7.3093i", + "26.6347+7.2043i", + "27.2575+7.4525i", + "27.52+7.532i", + "27.6249+7.5843i", + "28.0883+7.786i", + "28.0831+7.8443i", + "29.329+8.4206i", + "30.8277+9.099i", + "31.5875+9.4238i", + "30.3791+9.0238i", + "28.4713+8.3828i", + "26.2198+7.5959i", + "24.478+6.9952i", + "23.4774+6.5647i", + "22.767+6.3005i", + "22.3995+6.1603i", + "22.6246+6.2418i", + "23.6466+6.6092i", + "25.8746+7.4135i", + "28.4271+8.3153i", + "28.8428+8.4136i", + "28.0404+8.0477i", + "27.0353+7.6239i", + "26.4958+7.3853i", + "25.8181+7.1033i", + "25.4585+6.9594i", + "25.6015+7.0068i", + "25.9575+7.155i", + "26.2686+7.3018i", + "27.1836+7.694i", + "28.3198+8.1818i", + "30.0563+8.905i", + "30.931+9.2621i", + "29.8509+8.8812i", + "28.157+8.2656i", + "26.187+7.5448i", + "24.5277+6.9267i", + "23.5822+6.6672i", + "22.856+6.4069i", + "22.8231+6.4019i", + "22.9949+6.4608i", + "23.884+6.7683i", + "26.0158+7.4855i", + "28.42+8.2838i", + "28.9523+8.3645i", + "28.8921+8.2129i", + "28.4623+7.9879i", + "28.2277+7.8593i", + "27.8614+7.6955i", + "27.4572+7.5399i", + "27.1136+7.4043i", + "26.6914+7.2772i", + "26.5899+7.2931i", + "27.0406+7.5414i", + "28.1083+8.0405i", + "29.7122+8.752i", + "31.1054+9.3164i", + "29.96+8.9315i", + "28.1568+8.3029i", + "26.061+7.5564i", + "24.4587+6.9771i", + "23.618+6.6696i", + "23.0441+6.4637i", + "22.7409+6.3521i", + "22.8442+6.3842i", + "23.8643+6.7435i", + "26.2843+7.5987i", + "28.6124+8.3732i", + "28.7149+8.3173i", + "27.9802+7.963i", + "27.0449+7.5614i", + "26.5705+7.3401i", + "25.9675+7.1i", + "25.6714+6.9729i", + "25.5399+6.9213i", + "25.7536+7.0131i", + "26.6806+7.3973i", + "27.5073+7.7625i", + "28.0602+8.0352i", + "29.4169+8.6505i", + "30.8728+9.2507i", + "30.0308+8.9693i", + "28.3409+8.3721i", + "26.1356+7.5806i", + "24.6266+7.0325i", + "23.7183+6.5962i", + "23.0722+6.3538i", + "22.7056+6.2173i", + "22.9576+6.3117i", + "24.0156+6.7019i", + "26.3594+7.5735i", + "28.4879+8.3464i", + "28.4883+8.3224i", + "27.2791+7.8294i", + "26.496+7.5099i", + "25.9333+7.2751i", + "25.3604+7.0532i", + "25.0316+6.9345i", + "24.8733+6.8719i", + "25.0275+6.9401i", + "25.3951+7.0953i", + "26.141+7.3985i", + "27.0062+7.7503i", + "28.6603+8.4075i", + "30.1443+8.9802i", + "29.3406+8.6814i", + "28.0484+8.2076i", + "26.2645+7.5462i", + "24.6807+6.9528i", + "23.5236+6.6338i", + "22.7657+6.3444i", + "22.3995+6.2045i", + "22.3098+6.1703i", + "22.8251+6.3671i", + "23.9328+6.7901i", + "24.6599+7.0678i", + "24.8095+7.1249i", + "24.2433+6.9087i", + "23.5156+6.6308i", + "22.5434+6.2595i", + "21.9153+6.0196i", + "21.6031+5.9004i", + "21.6623+5.923i", + "22.2247+6.1378i", + "22.7726+6.347i", + "23.9129+6.7825i", + "25.7068+7.4676i", + "27.3522+8.0959i", + "28.6853+8.605i", + "28.1906+8.4161i", + "27.0529+7.9816i", + "25.4839+7.3824i", + "24.0376+6.8301i", + "23.2141+6.5469i", + "22.5886+6.3081i", + "22.1442+6.1384i", + "22.0662+6.1086i", + "22.2395+6.1748i", + "22.9423+6.4432i", + "23.3638+6.6041i", + "23.5058+6.6583i", + "22.8048+6.3906i", + "21.9836+6.077i", + "21.3991+5.8538i", + "21.1054+5.7417i", + "21.0367+5.7154i", + "21.4367+5.8682i", + "22.223+6.1685i", + "23.1915+6.5383i", + "24.7618+7.138i", + "26.7319+7.8903i", + "28.0713+8.4019i", + "29.4679+8.9352i", + "28.5535+8.586i", + "27.0057+7.9949i", + "25.0704+7.2558i", + "23.5142+6.6615i", + "22.609+6.3154i", + "21.999+6.1297i", + "21.7412+6.0516i", + "21.9936+6.153i", + "23.0833+6.545i", + "25.3548+7.3139i", + "27.3796+7.9741i", + "27.9436+8.1358i", + "27.8746+7.9726i", + "27.8612+7.8241i", + "27.6032+7.6224i", + "27.6218+7.5245i", + "27.9117+7.6105i", + "28.0919+7.6575i", + "28.9793+8.017i", + "29.4967+8.2527i", + "30.1599+8.5771i", + "30.5548+8.8128i", + "31.1535+9.1246i", + "32.1053+9.5184i", + "30.7885+9.0963i", + "28.8795+8.4842i", + "26.6183+7.7354i", + "24.8686+7.1391i", + "23.8222+6.7213i", + "23.014+6.4266i", + "22.6087+6.2735i", + "22.8785+6.3816i", + "23.8601+6.7101i", + "26.0861+7.4842i", + "28.1142+8.1818i", + "28.5506+8.2537i", + "28.3395+8.0386i", + "27.8699+7.7912i", + "27.5005+7.6235i", + "27.2118+7.4752i", + "26.9142+7.3805i", + "26.7573+7.3184i", + "26.8873+7.3886i", + "27.5372+7.6681i", + "28.2156+7.9913i", + "28.8155+8.3122i", + "30.0697+8.8648i", + "31.3149+9.3499i", + "30.39+9.0648i", + "28.3482+8.3424i", + "26.2789+7.6006i", + "25.094+7.1834i", + "23.3704+6.6027i", + "22.8513+6.4188i", + "22.4349+6.2713i", + "22.5699+6.3095i", + "23.6636+6.683i", + "26.0267+7.4856i", + "27.9791+8.0776i", + "28.6147+8.1996i", + "28.8017+8.1708i", + "28.4049+7.9611i", + "28.0014+7.7577i", + "27.6047+7.5981i", + "27.536+7.5615i", + "27.2186+7.4328i", + "27.1239+7.4247i", + "27.1737+7.4978i", + "27.9194+7.8489i", + "28.6542+8.2254i", + "29.7253+8.7542i", + "31.1086+9.3231i", + "30.278+9.0522i", + "28.547+8.4599i", + "26.2891+7.6503i", + "24.844+7.1343i", + "23.8893+6.7055i", + "23.2429+6.4695i", + "22.9471+6.3658i", + "23.0384+6.3911i", + "24.1092+6.7729i", + "26.1861+7.5044i", + "28.26+8.199i", + "29.0582+8.4173i", + "29.2579+8.4183i", + "28.9922+8.2651i", + "28.6389+8.0905i", + "27.6159+7.6846i", + "27.1291+7.4847i", + "26.8692+7.3764i", + "26.8929+7.396i", + "27.5214+7.6622i", + "27.9223+7.8515i", + "28.5075+8.13i", + "29.9808+8.7818i", + "31.0265+9.2303i", + "30.1171+8.9295i", + "28.3301+8.3069i", + "26.1655+7.5267i", + "24.538+6.9347i", + "23.2193+6.536i", + "22.5643+6.3303i", + "22.3278+6.2522i", + "22.4751+6.3238i", + "23.5011+6.631i", + "25.798+7.4233i", + "27.7491+8.0653i", + "27.9703+8.1251i", + "28.3603+8.166i", + "29.0134+8.2807i", + "29.2143+8.2135i", + "29.0972+8.1484i", + "28.2472+7.9061i", + "27.4438+7.6262i", + "26.9459+7.4419i", + "26.62+7.3532i", + "27.075+7.5724i", + "27.7111+7.864i", + "29.0112+8.4206i", + "30.1542+8.8214i", + "29.5196+8.5861i", + "28.2057+8.1877i", + "26.1299+7.5188i", + "24.6432+7.0422i", + "23.5646+6.635i", + "22.8247+6.3525i", + "22.27+6.1406i", + "22.1646+6.1004i", + "22.4485+6.2088i", + "23.5025+6.6113i", + "24.0718+6.8287i", + "24.4102+6.958i", + "24.9376+7.1594i", + "24.3447+6.933i", + "23.7259+6.6966i", + "22.79+6.3392i", + "22.3738+6.1803i", + "21.8208+5.9691i", + "22.1816+6.1069i", + "23.014+6.4248i", + "24.2913+6.9125i", + "25.7457+7.468i", + "27.4789+8.1298i", + "28.8696+8.661i", + "28.2718+8.4327i", + "27.0766+7.9762i", + "25.4415+7.3518i", + "24.0602+6.8243i", + "22.9217+6.4223i", + "22.1828+6.1402i", + "21.7197+5.9633i", + "21.5757+5.9083i", + "21.7605+5.9789i", + "22.4139+6.2284i", + "22.7505+6.357i", + "22.9435+6.4307i", + "22.6232+6.3084i", + "22.6983+6.337i", + "21.7334+5.9686i", + "21.5738+5.9076i", + "21.7427+5.9721i", + "21.8303+6.0056i", + "22.5941+6.2972i", + "23.5685+6.6694i", + "25.2595+7.3151i", + "27.1447+8.0351i", + "28.5651+8.5775i", + "30.0537+9.146i", + "29.1874+8.8151i", + "27.4521+8.1524i", + "25.4993+7.4067i", + "23.8065+6.7603i", + "22.6283+6.4204i", + "21.9527+6.2578i", + "21.5799+6.1767i", + "21.8556+6.2566i", + "22.9492+6.6347i", + "25.2017+7.3479i", + "27.103+7.9242i", + "27.7477+8.1293i", + "27.7443+7.9119i", + "28.2033+7.8952i", + "28.0094+7.6534i", + "28.8951+7.8667i", + "29.3355+7.9568i", + "29.9909+8.1736i", + "30.3604+8.2862i", + "30.648+8.4517i", + "31.2273+8.7238i", + "31.8566+9.1053i", + "32.0903+9.3427i", + "32.9083+9.7414i", + "31.8688+9.3399i", + "29.7179+8.659i", + "27.1779+7.8721i", + "25.2439+7.334i", + "24.0728+6.8944i", + "23.2929+6.598i", + "22.8455+6.4312i", + "22.8883+6.4429i", + "23.8138+6.758i", + "25.7901+7.4414i", + "27.429+7.9781i", + "27.4183+7.8955i", + "26.9757+7.6507i", + "26.7321+7.4861i", + "26.1635+7.2091i", + "25.8281+7.0559i", + "25.9213+7.0626i", + "26.0179+7.0794i", + "26.1116+7.1173i", + "26.6691+7.3522i", + "27.3637+7.6616i", + "28.2461+8.0638i", + "29.2691+8.5672i", + "30.9269+9.2601i", + "30.2191+9.0351i", + "28.4294+8.4076i", + "26.106+7.5686i", + "24.5202+6.9913i", + "23.4709+6.5549i", + "22.8095+6.3078i", + "22.6481+6.2523i", + "22.8567+6.3245i", + "24.0459+6.7652i", + "26.3058+7.5907i", + "27.9006+8.1441i", + "27.7922+8.048i", + "27.2057+7.7601i", + "26.3172+7.3792i", + "25.7253+7.1146i", + "25.348+6.9441i", + "25.3859+6.9386i", + "25.3741+6.9153i", + "25.6683+7.0297i", + "26.5084+7.3679i", + "27.5755+7.8098i", + "28.5913+8.2396i", + "29.9623+8.8378i", + "31.5141+9.4713i", + "30.6304+9.1727i", + "28.8496+8.5307i", + "26.5938+7.6981i", + "24.9316+7.0842i", + "24.3087+6.9365i", + "23.626+6.6849i", + "23.0513+6.4775i", + "23.2118+6.5314i", + "24.1941+6.8771i", + "26.5274+7.696i", + "28.1077+8.1951i", + "28.0576+8.0861i", + "28.1933+8.0166i", + "27.7973+7.7802i", + "27.6454+7.6488i", + "27.6434+7.5979i", + "27.8962+7.6513i", + "28.1151+7.7159i", + "27.4977+7.493i", + "27.2201+7.4341i", + "27.5841+7.6461i", + "28.407+8.0467i", + "29.7419+8.6897i", + "31.4034+9.3925i", + "30.5114+9.122i", + "28.6775+8.4891i", + "26.4525+7.6946i", + "24.9308+7.1524i", + "23.9554+6.651i", + "23.3377+6.4201i", + "22.988+6.2883i", + "23.1971+6.3686i", + "24.2129+6.7504i", + "26.3348+7.5366i", + "28.0396+8.1594i", + "28.1144+8.1675i", + "27.1722+7.7756i", + "26.7543+7.5895i", + "26.1268+7.3299i", + "25.706+7.1562i", + "25.5171+7.0853i", + "25.5253+7.0873i", + "25.5478+7.0975i", + "26.1099+7.3243i", + "26.7871+7.5986i", + "27.8897+8.0415i", + "29.146+8.5498i", + "30.5911+9.1162i", + "29.9001+8.8621i", + "28.5268+8.3588i", + "26.771+7.7057i", + "25.0271+7.0523i", + "23.8767+6.737i", + "23.0902+6.4366i", + "22.6201+6.2571i", + "22.5335+6.224i", + "22.8706+6.3527i", + "23.7623+6.6933i", + "24.2446+6.8775i", + "24.3404+6.914i", + "23.912+6.7504i", + "23.3216+6.525i", + "22.7856+6.3203i", + "22.4816+6.2042i", + "22.5328+6.2237i", + "22.7764+6.3168i", + "23.2154+6.4844i", + "23.8178+6.7145i", + "25.008+7.169i", + "26.5082+7.7419i", + "27.7347+8.2103i", + "29.109+8.7351i", + "28.5575+8.5245i", + "27.2358+8.0198i", + "25.5673+7.3826i", + "24.0271+6.7944i", + "22.8949+6.4644i", + "22.1647+6.1855i", + "21.6857+6.0026i", + "21.5065+5.9342i", + "21.6646+5.9946i", + "22.2298+6.2104i", + "22.15+6.1799i", + "22.1986+6.1985i", + "21.9951+6.1208i", + "21.4768+5.9229i", + "21.1445+5.7959i", + "20.9591+5.7252i", + "21.0281+5.7515i", + "21.3077+5.8583i", + "21.9525+6.1045i", + "23.0279+6.5152i", + "24.6702+7.1424i", + "26.0052+7.6522i", + "27.4265+8.1949i", + "29.1717+8.8614i", + "28.51+8.6087i", + "26.9385+8.0086i", + "25.0413+7.2841i", + "23.5882+6.7291i", + "22.6839+6.3593i", + "22.2063+6.2178i", + "21.9893+6.1669i", + "22.2083+6.2621i", + "23.3386+6.6777i", + "25.5549+7.4303i", + "27.0911+7.9451i", + "27.8088+8.1416i", + "27.7667+8.0205i", + "27.1502+7.6677i", + "26.6642+7.4096i", + "26.5035+7.2399i", + "26.4812+7.2056i", + "26.89+7.332i", + "27.3531+7.4813i", + "27.9042+7.7032i", + "28.7699+8.056i", + "29.5994+8.4138i", + "30.4039+8.7819i", + "31.5303+9.3011i", + "30.5785+9.0275i", + "28.6059+8.406i", + "26.413+7.685i", + "24.7264+7.1149i", + "23.9243+6.83i", + "23.2268+6.5717i", + "22.8796+6.4442i", + "23.0109+6.4798i", + "23.996+6.8112i", + "26.1125+7.5203i", + "27.9943+8.1069i", + "28.7911+8.272i", + "28.8717+8.2008i", + "28.8422+8.1179i", + "28.7436+8.0216i", + "28.2283+7.7925i", + "27.5048+7.4933i", + "27.4302+7.4524i", + "27.1656+7.3812i", + "27.2443+7.4591i", + "27.3928+7.5888i", + "28.3358+8.0462i", + "29.8188+8.7386i", + "31.3352+9.384i", + "30.6065+9.1558i", + "28.869+8.5614i", + "26.6653+7.776i", + "25.1266+7.2235i", + "24.4028+6.8594i", + "23.7766+6.6294i", + "23.4031+6.489i", + "23.4643+6.5067i", + "24.5183+6.8937i", + "26.7141+7.6692i", + "28.3237+8.198i", + "28.2734+8.0938i", + "28.0072+7.9156i", + "27.0898+7.5171i", + "26.5539+7.2707i", + "26.3052+7.1562i", + "26.7987+7.3349i", + "27.1635+7.4657i", + "27.5455+7.6277i", + "28.1456+7.891i", + "28.8921+8.2199i", + "29.5898+8.5541i", + "30.8391+9.113i", + "32.2689+9.6967i", + "31.3849+9.3846i", + "29.6523+8.7764i", + "27.6311+8.0443i", + "25.9229+7.416i", + "24.753+6.9957i", + "24.0474+6.7282i", + "23.6715+6.5947i", + "23.7209+6.6114i", + "24.6932+6.9657i", + "26.8447+7.7391i", + "28.2872+8.2202i", + "28.5547+8.2499i", + "28.528+8.1692i", + "27.8152+7.8526i", + "27.7941+7.8085i", + "27.8069+7.7948i", + "27.8159+7.7851i", + "27.8213+7.7793i", + "27.8169+7.7841i", + "27.7998+7.8023i", + "27.7714+7.8327i", + "27.7364+7.8703i", + "27.6833+7.9272i", + "27.6543+7.9583i", + "27.6345+7.9794i", + "27.6076+8.0082i", + "27.5819+8.0357i", + "27.5665+8.0523i", + "27.7728+7.8312i", + "27.7695+7.8348i", + "27.7679+7.8366i", + "27.7643+7.8403i", + "27.765+7.8396i", + "27.7687+7.8357i", + "27.7769+7.8269i", + "27.7803+7.8232i", + "27.7882+7.8148i", + "27.8005+7.8016i", + "28.0399+7.8806i", + "27.8736+7.8098i", + "28.2642+7.956i", + "28.4909+8.0437i", + "28.9066+8.2048i", + "29.5273+8.4449i", + "30.1077+8.6734i", + "30.8952+8.9817i", + "31.5257+9.2315i", + "32.3663+9.5541i", + "31.4806+9.2115i", + "29.8736+8.6108i", + "27.8853+7.8642i", + "26.0861+7.1874i", + "24.954+7.0788i", + "24.0203+6.7222i", + "23.4305+6.497i", + "23.2176+6.4157i", + "23.4825+6.5168i", + "24.1573+6.7745i", + "24.7769+7.0111i", + "25.7175+7.3703i", + "25.7627+7.3876i", + "25.467+7.2747i", + "24.7525+7.0018i", + "24.3025+6.83i", + "23.5727+6.5513i", + "23.3152+6.4529i", + "23.3563+6.4686i", + "23.8211+6.6461i", + "24.4759+6.8962i", + "26.1528+7.5366i", + "27.5948+8.0873i", + "29.1222+8.6706i", + "28.6792+8.5014i", + "27.6599+8.1121i", + "26.2936+7.5904i", + "24.9675+7.0839i", + "23.7483+6.7951i", + "22.8926+6.4683i", + "22.4034+6.2815i", + "22.5552+6.3394i", + "22.8091+6.4364i", + "23.2924+6.6209i", + "23.1509+6.5669i", + "23.2405+6.6011i", + "22.8227+6.4416i", + "22.0446+6.1444i", + "21.4936+5.934i", + "20.9173+5.7139i", + "20.3906+5.5128i", + "20.2875+5.4734i", + "20.7457+5.6484i", + "21.5772+5.966i", + "22.6931+6.3921i", + "24.3426+7.022i", + "26.0589+7.6774i", + "28.1201+8.4646i", + "27.9967+8.4175i", + "26.7237+7.9313i", + "25.249+7.3682i", + "24.012+6.8957i", + "23.1183+6.4052i", + "22.5704+6.2046i", + "21.8722+5.9431i", + "22.2228+6.0799i", + "23.3466+6.5031i", + "25.4059+7.2512i", + "26.7463+7.7166i", + "27.0956+7.8002i", + "26.5132+7.5011i", + "26.0319+7.2523i", + "25.6128+7.0472i", + "25.8179+7.0901i", + "25.978+7.1225i", + "26.5085+7.2913i", + "27.0922+7.497i", + "27.9065+7.8136i", + "29.2434+8.3588i", + "30.4663+8.8883i", + "31.3739+9.3095i", + "32.655+9.8465i", + "31.7568+9.5488i", + "29.632+8.7898i", + "27.3169+7.9448i", + "25.5543+7.301i", + "24.3664+6.8165i", + "23.6135+6.5396i", + "23.2376+6.399i", + "23.2412+6.3858i", + "24.247+6.7171i", + "26.279+7.3969i", + "27.7787+7.8419i", + "28.0435+7.8205i", + "27.8917+7.6516i", + "28.0298+7.6393i", + "28.5692+7.8039i", + "28.8362+7.8821i", + "29.3521+8.0574i", + "30.1738+8.3646i", + "30.6642+8.5835i", + "31.7781+9.0633i", + "32.7148+9.513i", + "33.5542+9.9205i", + "34.0402+10.214i", + "34.7505+10.5347i", + "33.6785+10.1568i", + "31.3514+9.3299i", + "28.8191+8.4149i", + "26.7443+7.6538i", + "25.3343+7.1478i", + "24.4506+6.8237i", + "23.9808+6.6568i", + "24.0236+6.666i", + "24.9659+6.9815i", + "26.9189+7.6185i", + "28.3969+8.0016i", + "28.8707+8.0046i", + "29.4108+8.0721i", + "29.7074+8.118i", + "29.9373+8.1237i", + "30.0588+8.1573i", + "30.6538+8.3525i", + "31.687+8.7185i", + "32.6843+9.1159i", + "33.9946+9.6894i", + "34.7228+10.0605i", + "35.4609+10.4675i", + "35.7639+10.7303i", + "36.011+10.8979i", + "34.8626+10.5223i", + "32.2749+9.6202i", + "29.4358+8.603i", + "27.2983+7.8397i", + "25.9289+7.3719i", + "24.9572+7.0159i", + "24.4995+6.8639i", + "24.429+6.8284i", + "25.2866+7.1066i", + "27.2681+7.748i", + "28.8187+8.1608i", + "29.3621+8.1874i", + "29.8674+8.2242i", + "30.1853+8.266i", + "30.4239+8.294i", + "30.8662+8.419i", + "31.4364+8.5868i", + "31.8154+8.7108i", + "32.7604+9.102i", + "33.7473+9.5322i", + "34.8063+10.0399i", + "35.5412+10.4494i", + "35.5076+10.5971i", + "35.6196+10.7377i", + "34.3866+10.3287i", + "32.0182+9.5146i", + "29.2715+8.5369i", + "27.2472+7.8303i", + "25.8719+7.2482i", + "24.9368+6.8965i", + "24.3617+6.6873i", + "24.4037+6.6975i", + "25.254+6.9965i", + "27.1078+7.645i", + "28.3971+8.0547i", + "28.8735+8.1466i", + "29.1768+8.1701i", + "28.7834+7.9735i", + "28.7185+7.9064i", + "28.9833+7.9862i", + "29.6916+8.2487i", + "30.4952+8.5435i", + "31.3159+8.8733i", + "32.0123+9.1838i", + "32.4632+9.403i", + "33.1932+9.7491i", + "33.3189+9.8731i", + "33.9281+10.1554i", + "33.014+9.8413i", + "31.0639+9.1397i", + "28.8689+8.3431i", + "26.7563+7.5637i", + "25.3575+7.1284i", + "24.3634+6.749i", + "23.7564+6.5174i", + "23.495+6.4174i", + "23.7564+6.5164i", + "24.4501+6.7797i", + "24.9142+6.9547i", + "26.0552+7.3879i", + "26.3089+7.4827i", + "26.1571+7.4235i", + "25.7262+7.2575i", + "25.2408+7.0713i", + "25.1298+7.0288i", + "25.4402+7.1469i", + "25.7846+7.2787i", + "26.8758+7.6966i", + "27.5934+7.9723i", + "28.7547+8.4176i", + "29.5451+8.7219i", + "30.6023+9.1268i", + "30.0535+8.918i", + "28.7805+8.4329i", + "26.8435+7.6944i", + "25.2448+7.0848i", + "24.0724+6.8331i", + "23.323+6.5624i", + "22.6267+6.3115i", + "22.3786+6.2149i", + "22.5334+6.2663i", + "23.0009+6.4256i", + "23.439+6.5657i", + "23.5804+6.5964i", + "23.5807+6.5578i", + "23.258+6.4087i", + "23.0959+6.3228i", + "22.9063+6.2305i", + "23.4204+6.4127i", + "24.73+6.9128i", + "24.682+6.9009i", + "24.9104+6.9918i", + "26.1663+7.4754i", + "28.083+8.2233i", + "29.2463+8.6926i", + "30.4392+9.1669i", + "29.9554+9.0016i", + "28.417+8.438i", + "26.4423+7.7177i", + "24.8145+7.1254i", + "23.6746+6.7064i", + "23.024+6.4831i", + "22.6365+6.3421i", + "22.7134+6.3849i", + "23.991+6.8573i", + "25.8383+7.4774i", + "27.5184+8.001i", + "28.22+8.1531i", + "28.2761+7.9921i", + "28.0069+7.7411i", + "28.2799+7.7713i", + "28.6973+7.8982i", + "28.3465+7.7626i", + "28.626+7.8407i", + "28.5603+7.82i", + "28.6185+7.8742i", + "29.2395+8.1905i", + "29.857+8.5594i", + "30.599+8.9458i", + "31.787+9.4819i", + "31.2434+9.3406i", + "29.1126+8.6271i", + "26.7903+7.8219i", + "25.3119+7.305i", + "24.138+6.8964i", + "23.4443+6.6392i", + "23.1068+6.5151i", + "23.2302+6.5489i", + "24.2877+6.9055i", + "26.3588+7.5934i", + "28.2049+8.1778i", + "28.8037+8.2741i", + "28.9516+8.1981i", + "28.9726+8.1174i", + "28.7886+7.99i", + "28.4966+7.8411i", + "28.2401+7.7169i", + "28.1295+7.6595i", + "28.097+7.6625i", + "28.1996+7.749i", + "28.3097+7.8793i", + "29.3494+8.3863i", + "30.2538+8.8579i", + "31.6701+9.4673i", + "31.0862+9.2913i", + "29.1943+8.6401i", + "27.085+7.8912i", + "25.4012+7.2844i", + "24.4667+6.8893i", + "23.6461+6.5906i", + "23.3983+6.5069i", + "23.6275+6.5925i", + "24.5691+6.9287i", + "26.4535+7.5685i", + "28.0909+8.0962i", + "28.6074+8.1975i", + "28.5175+8.0741i", + "27.8134+7.759i", + "27.1455+7.4567i", + "26.7671+7.2832i", + "26.8639+7.3013i", + "27.1767+7.4114i", + "27.2975+7.4786i", + "27.7404+7.7087i", + "28.558+8.094i", + "29.7642+8.6382i", + "30.856+9.128i", + "32.2923+9.7184i", + "31.8662+9.5817i", + "29.8969+8.8809i", + "27.794+8.1214i", + "25.7743+7.3763i", + "25.4086+7.2113i", + "24.5865+6.9091i", + "23.9131+6.6633i", + "23.7449+6.5898i", + "24.9012+7.0007i", + "26.4309+7.5073i", + "28.102+8.0327i", + "28.1368+7.951i", + "28.4691+7.9885i", + "27.8453+7.6999i", + "27.4532+7.5058i", + "27.2522+7.4248i", + "27.5276+7.5199i", + "27.8631+7.6408i", + "28.3062+7.8309i", + "28.6836+8.0232i", + "30.0587+8.6215i", + "30.6602+8.9316i", + "31.6476+9.3928i", + "32.9651+9.9332i", + "32.1345+9.649i", + "30.2453+8.9775i", + "27.9275+8.135i", + "26.1482+7.4916i", + "25.3766+7.1085i", + "24.6324+6.8283i", + "24.2451+6.6905i", + "24.0531+6.6108i", + "24.8293+6.8815i", + "26.6637+7.5257i", + "28.1576+8.0212i", + "28.5853+8.1099i", + "28.7136+8.095i", + "28.4353+7.955i", + "28.0603+7.7906i", + "27.6447+7.6265i", + "27.7376+7.6628i", + "28.1929+7.8423i", + "28.6766+8.0484i", + "29.5305+8.4051i", + "30.2313+8.7209i", + "31.1515+9.1151i", + "31.5341+9.3118i", + "32.3668+9.655i", + "31.8597+9.4778i", + "30.2722+8.9058i", + "28.2981+8.1883i", + "26.9375+7.6965i", + "25.4199+7.1876i", + "24.5575+6.8583i", + "23.9669+6.6328i", + "23.8138+6.5743i", + "24.1333+6.6963i", + "24.7008+6.913i", + "24.8818+6.9821i", + "25.2191+7.111i", + "25.1046+7.0672i", + "24.2682+6.7478i", + "23.9334+6.62i", + "23.8672+6.5947i", + "24.0032+6.6466i", + "24.3383+6.7746i", + "25.0503+7.0465i", + "26.0885+7.443i", + "27.1929+7.8647i", + "28.6535+8.4225i", + "29.3766+8.6986i", + "30.3969+9.0883i", + "29.9911+8.9333i", + "28.5851+8.3964i", + "27.1491+7.848i", + "25.3524+7.1618i", + "24.0212+6.8469i", + "23.1908+6.5298i", + "22.6208+6.3121i", + "22.4273+6.2382i", + "22.4449+6.2449i", + "22.7588+6.3648i", + "22.7706+6.3693i", + "22.9085+6.4219i", + "22.5812+6.297i", + "21.8175+6.0053i", + "21.3565+5.8293i", + "21.0439+5.7099i", + "20.9854+5.6875i", + "21.2868+5.8026i", + "22.1352+6.1266i", + "23.0137+6.4621i", + "24.9042+7.1841i", + "26.4511+7.7748i", + "27.7401+8.2671i", + "29.4062+8.9033i", + "29.0107+8.7523i", + "27.6474+8.2317i", + "25.6748+7.4784i", + "24.262+6.9388i", + "23.7419+6.7246i", + "23.2086+6.541i", + "22.9338+6.4414i", + "22.8157+6.4034i", + "23.8247+6.7714i", + "25.5578+7.3524i", + "27.5903+8.0181i", + "28.6444+8.2893i", + "28.9724+8.2655i", + "29.0981+8.1903i", + "28.8286+8.0087i", + "28.5539+7.8504i", + "28.3958+7.79i", + "28.2768+7.7001i", + "28.2933+7.6878i", + "28.3394+7.748i", + "28.9875+8.0732i", + "29.7153+8.4823i", + "30.6007+8.9426i", + "32.063+9.5767i", + "31.398+9.3535i", + "29.3952+8.7123i", + "27.1668+7.9351i", + "25.5316+7.3624i", + "24.7565+7.0591i", + "24.0473+6.7948i", + "23.6805+6.6577i", + "23.4699+6.5662i", + "24.4321+6.8805i", + "26.4981+7.5721i", + "28.4872+8.1848i", + "29.4366+8.409i", + "29.3456+8.2621i", + "29.0787+8.1047i", + "28.9805+8.026i", + "28.3509+7.77i", + "28.4582+7.8196i", + "28.5609+7.8415i", + "28.6743+7.9037i", + "28.8053+8.0052i", + "29.1756+8.2265i", + "29.8951+8.5858i", + "30.8566+9.0686i", + "32.195+9.6379i", + "31.6779+9.4809i", + "29.7746+8.8147i", + "27.5364+8.0125i", + "25.8602+7.409i", + "25.3213+7.2845i", + "24.4625+6.9711i", + "23.7479+6.7171i", + "23.5375+6.6169i", + "24.5079+6.9322i", + "26.4267+7.5239i", + "28.62+8.1698i", + "29.6395+8.3755i", + "30.0172+8.3729i", + "29.9629+8.2848i", + "29.733+8.1321i", + "29.5854+8.0608i", + "29.7054+8.12i", + "30.0797+8.2516i", + "30.2853+8.3797i", + "29.8786+8.3241i", + "30.268+8.5731i", + "30.4558+8.7606i", + "31.605+9.3375i", + "32.69+9.8026i", + "32.125+9.6242i", + "30.185+8.9679i", + "27.9645+8.1991i", + "26.0785+7.533i", + "25.3716+7.2968i", + "24.5225+6.9835i", + "23.7961+6.7204i", + "23.8617+6.733i", + "24.8673+7.057i", + "26.8873+7.715i", + "28.8811+8.3068i", + "29.5752+8.3948i", + "30.1818+8.4852i", + "30.6727+8.585i", + "30.4409+8.4387i", + "30.1215+8.2901i", + "30.1576+8.2811i", + "30.0607+8.23i", + "30.1454+8.2911i", + "30.2507+8.3871i", + "30.568+8.6072i", + "31.045+8.9058i", + "31.2042+9.1206i", + "32.2654+9.593i", + "31.7767+9.4518i", + "29.8704+8.8166i", + "27.6817+8.0704i", + "26.2359+7.5658i", + "24.9263+7.0044i", + "24.1018+6.6887i", + "23.8284+6.5907i", + "23.917+6.6219i", + "24.8408+6.9504i", + "26.8027+7.6445i", + "28.5471+8.2255i", + "29.2174+8.4001i", + "29.4171+8.3899i", + "29.2882+8.2918i", + "28.8351+8.0784i", + "28.4631+7.9172i", + "28.2067+7.8026i", + "28.4478+7.8849i", + "28.6493+7.9687i", + "29.1131+8.1833i", + "29.462+8.3761i", + "29.8766+8.6063i", + "30.2439+8.8252i", + "31.1632+9.2246i", + "30.9191+9.1641i", + "29.5096+8.67i", + "27.5467+7.9628i", + "26.1647+7.4651i", + "24.8036+6.9641i", + "23.8799+6.6114i", + "23.3706+6.4169i", + "23.2249+6.3612i", + "23.4499+6.4472i", + "23.9776+6.6486i", + "24.9902+7.0354i", + "25.3746+7.1821i", + "25.4511+7.2114i", + "25.2331+7.1281i", + "24.941+7.0166i", + "24.5203+6.8559i", + "24.5781+6.878i", + "24.665+6.9112i", + "24.9563+7.0224i", + "25.6219+7.2766i", + "26.6627+7.6741i", + "27.7397+8.0854i", + "28.7675+8.4779i", + "29.9657+8.9355i", + "29.9162+8.9166i", + "28.6717+8.4413i", + "26.9119+7.7692i", + "25.4625+7.2157i", + "24.7814+7.0031i", + "23.9764+6.6957i", + "23.3981+6.4749i", + "23.1747+6.3896i", + "23.3347+6.4507i", + "23.4156+6.4816i", + "23.5475+6.532i", + "23.6264+6.5621i", + "23.5629+6.5378i", + "23.1755+6.3899i", + "22.7608+6.2315i", + "22.7532+6.2286i", + "23.0117+6.3273i", + "23.5623+6.5376i", + "24.5048+6.8975i", + "25.6478+7.334i", + "27.244+7.9436i", + "28.758+8.5217i", + "29.1966+8.6893i", + "30.482+9.1801i", + "30.3067+9.1132i", + "28.6726+8.4891i", + "26.8366+7.788i", + "25.7124+7.3587i", + "24.4417+6.8696i", + "23.8457+6.6639i", + "23.4416+6.5186i", + "23.6061+6.5904i", + "24.4622+6.8953i", + "26.1175+7.4577i", + "27.9214+8.0549i", + "28.6259+8.2089i", + "29.4095+8.3538i", + "29.4546+8.2635i", + "29.1051+8.0609i", + "28.7568+7.8728i", + "28.6521+7.805i", + "28.9586+7.8838i", + "29.3993+8.0739i", + "29.699+8.2343i", + "30.8659+8.7713i", + "31.2763+9.0619i", + "32.0847+9.4735i", + "32.9406+9.8596i", + "32.4856+9.7025i", + "30.2909+8.9626i", + "28.3392+8.2738i", + "26.6724+7.688i", + "25.5827+7.3473i", + "24.6134+6.9951i", + "24.0689+6.8065i", + "23.6177+6.6103i", + "24.5545+6.9054i", + "26.4542+7.4954i", + "28.2556+8.0893i", + "29.0453+8.3112i", + "29.1737+8.3086i", + "28.6625+8.0261i", + "28.6861+7.9238i", + "28.8888+7.9285i", + "28.9808+7.9722i", + "29.5965+8.1674i", + "30.2494+8.4217i", + "30.8816+8.6753i", + "31.6914+9.0178i", + "31.7338+9.0798i", + "32.1095+9.3612i", + "32.9179+9.7403i", + "32.5606+9.6246i", + "30.4958+8.9377i", + "28.0271+8.1201i", + "26.215+7.5007i", + "24.9864+7.1697i", + "24.2719+6.9047i", + "23.8799+6.7526i", + "23.9485+6.7619i", + "24.8804+7.072i", + "26.5788+7.609i", + "28.6487+8.2435i", + "29.7787+8.5198i", + "30.0317+8.4949i", + "30.4031+8.5544i", + "30.4625+8.5032i", + "30.3936+8.4468i", + "29.7656+8.1874i", + "29.9289+8.2203i", + "29.8818+8.209i", + "29.89+8.2721i", + "30.4682+8.5791i", + "30.7131+8.7757i", + "31.0692+9.0424i", + "31.9703+9.467i", + "31.3868+9.3101i", + "29.6605+8.7123i", + "27.62+8.0074i", + "25.8171+7.3726i", + "24.7266+7.0379i", + "23.9507+6.7654i", + "23.6549+6.6552i", + "23.5987+6.6431i", + "24.5776+6.9983i", + "26.3939+7.6041i", + "28.1407+8.2115i", + "28.5279+8.2267i", + "28.7013+8.1426i", + "29.1207+8.2145i", + "29.0322+8.1844i", + "28.4486+7.9261i", + "28.2143+7.8576i", + "27.4462+7.5535i", + "26.7821+7.3156i", + "26.9176+7.3882i", + "27.677+7.7143i", + "28.2215+8.0063i", + "29.0137+8.3919i", + "30.2215+8.8922i", + "30.2467+8.911i", + "28.5344+8.3597i", + "26.797+7.7599i", + "25.688+7.3848i", + "24.8002+6.9044i", + "24.2908+6.7127i", + "23.935+6.5788i", + "24.0378+6.6198i", + "24.343+6.7359i", + "25.7255+7.2561i", + "27.2911+7.8499i", + "27.3516+7.8679i", + "27.4179+7.8841i", + "27.6482+7.9594i", + "26.9278+7.6745i", + "26.5192+7.5135i", + "26.1501+7.3764i", + "25.8148+7.2563i", + "25.5536+7.1583i", + "25.9898+7.329i", + "26.8291+7.6525i", + "27.8878+8.0599i", + "28.0549+8.1286i", + "29.4805+8.6732i", + "29.7615+8.7773i", + "28.4445+8.2794i", + "26.6182+7.5901i", + "24.9383+6.9548i", + "23.8687+6.7164i", + "23.3429+6.525i", + "22.8912+6.3609i", + "22.7709+6.317i", + "22.8294+6.3322i", + "23.0804+6.4105i", + "23.3299+6.4904i", + "24.0709+6.751i", + "24.791+6.997i", + "25.1387+7.1013i", + "25.2788+7.1199i", + "25.5643+7.2137i", + "25.9323+7.3484i", + "26.2942+7.4872i", + "26.1236+7.4295i", + "26.3356+7.5195i", + "26.5388+7.6104i", + "26.9555+7.7908i", + "27.536+8.0419i", + "28.5596+8.4465i", + "28.4728+8.4099i", + "27.1529+7.9255i", + "25.4051+7.2851i", + "23.9279+6.7405i", + "22.8676+6.4837i", + "22.5079+6.3624i", + "22.0662+6.2091i", + "21.8466+6.1308i", + "22.0584+6.2061i", + "22.5062+6.3493i", + "22.9212+6.4716i", + "23.6133+6.702i", + "24.4444+6.9692i", + "24.3962+6.9135i", + "24.2299+6.8223i", + "24.0592+6.7257i", + "23.7984+6.6089i", + "23.5587+6.5151i", + "23.2106+6.395i", + "23.7627+6.6154i", + "24.3267+6.842i", + "25.0399+7.133i", + "26.1286+7.579i", + "27.9655+8.3047i", + "27.8608+8.2857i", + "26.4049+7.7676i", + "24.6421+7.1335i", + "23.6624+6.794i", + "22.967+6.4303i", + "22.5247+6.2728i", + "22.2039+6.1553i", + "22.488+6.2668i", + "23.2766+6.5618i", + "24.9418+7.1331i", + "26.6377+7.7237i", + "26.7103+7.6609i", + "27.0935+7.6931i", + "26.9419+7.5652i", + "26.8419+7.4912i", + "26.5059+7.3442i", + "26.1959+7.2312i", + "25.904+7.12i", + "25.8311+7.1055i", + "26.4077+7.3497i", + "27.1718+7.6923i", + "27.2171+7.7927i", + "28.2686+8.26i", + "29.8821+8.9086i", + "29.9491+8.9384i", + "28.218+8.3453i", + "26.0889+7.5763i", + "24.8078+7.1215i", + "23.7382+6.765i", + "23.2322+6.5823i", + "22.8389+6.4344i", + "22.8843+6.4524i", + "23.7639+6.7674i", + "25.4227+7.3199i", + "27.0389+7.8464i", + "27.2083+7.7965i", + "27.3863+7.7358i", + "27.7121+7.7799i", + "27.8091+7.7646i", + "27.2805+7.5294i", + "26.9965+7.4143i", + "26.4759+7.2068i", + "26.8369+7.345i", + "27.0798+7.4599i", + "27.4566+7.6669i", + "28.0026+7.9762i", + "28.9811+8.4424i", + "30.2946+8.9985i", + "30.334+9.048i", + "28.466+8.4176i", + "26.395+7.6901i", + "24.6058+7.0437i", + "23.9188+6.76i", + "23.2782+6.523i", + "22.9745+6.4148i", + "22.9142+6.389i", + "23.966+6.7681i", + "25.5881+7.3358i", + "27.4267+7.971i", + "27.5266+7.9284i", + "27.471+7.8226i", + "27.0599+7.6217i", + "26.7484+7.4566i", + "26.3272+7.2669i", + "26.5879+7.3493i", + "26.5401+7.3112i", + "26.8216+7.4181i", + "27.2109+7.5922i", + "27.1184+7.6032i", + "27.7767+7.9096i", + "28.7807+8.3779i", + "30.0576+8.9123i", + "30.2574+9.0386i", + "28.573+8.4373i", + "26.4299+7.6569i", + "24.4314+6.9206i", + "23.8706+6.7802i", + "23.2405+6.5544i", + "22.8606+6.423i", + "22.9954+6.4719i", + "24.0607+6.8411i", + "25.8362+7.4224i", + "27.8735+8.0688i", + "28.479+8.1739i", + "28.762+8.1532i", + "29.0834+8.1974i", + "29.0534+8.1214i", + "28.661+7.942i", + "28.4994+7.8561i", + "28.554+7.8612i", + "28.5105+7.8604i", + "28.0149+7.7148i", + "28.3627+7.9275i", + "28.548+8.1006i", + "29.1359+8.4599i", + "30.2492+8.9571i", + "30.2435+9.0131i", + "28.6726+8.4763i", + "26.5167+7.7118i", + "25.0631+7.2023i", + "24.1616+6.7494i", + "23.4718+6.4902i", + "22.9835+6.3093i", + "23.0831+6.3461i", + "23.9896+6.6819i", + "25.4243+7.2044i", + "26.7304+7.6653i", + "26.8077+7.6609i", + "26.5845+7.5417i", + "26.6805+7.5591i", + "26.473+7.4632i", + "26.1963+7.3491i", + "25.8475+7.2152i", + "26.0677+7.2961i", + "26.3021+7.3917i", + "26.0356+7.3032i", + "26.9361+7.6696i", + "27.974+8.095i", + "28.8468+8.464i", + "29.7075+8.8109i", + "29.8447+8.8765i", + "28.3765+8.3314i", + "26.3395+7.5721i", + "24.81+7.0013i", + "23.605+6.6837i", + "22.7339+6.351i", + "22.3352+6.1988i", + "22.1074+6.1118i", + "22.5316+6.2738i", + "22.5724+6.2894i", + "22.7341+6.3511i", + "23.4081+6.6085i", + "23.6923+6.7171i", + "23.5649+6.6684i", + "23.6165+6.6881i", + "22.8847+6.4087i", + "22.4215+6.2318i", + "22.2935+6.1829i", + "22.5837+6.2937i", + "23.2179+6.5359i", + "24.4151+6.9931i", + "25.1429+7.271i", + "26.3664+7.7383i", + "27.5458+8.1887i", + "27.9417+8.3399i", + "26.7331+7.8783i", + "25.2567+7.3145i", + "23.7943+6.756i", + "22.7032+6.4165i", + "21.9691+6.1361i", + "21.568+5.983i", + "21.3672+5.9063i", + "21.4946+5.9549i", + "21.5529+5.9772i", + "21.6544+6.016i", + "22.2797+6.2548i", + "22.9439+6.5084i", + "23.4882+6.7163i", + "23.0487+6.5484i", + "22.5025+6.3399i", + "22.3112+6.2668i", + "22.2002+6.2244i", + "22.2589+6.2468i", + "22.7628+6.4393i", + "23.2183+6.6132i", + "24.2705+7.015i", + "25.2014+7.3705i", + "26.3136+7.7953i", + "26.6052+7.9066i", + "25.7189+7.5681i", + "24.1987+6.9876i", + "22.8825+6.485i", + "22.3191+6.3248i", + "21.5538+6.0395i", + "21.1704+5.8979i", + "21.252+5.9307i", + "21.6128+6.0685i", + "21.7889+6.1316i", + "21.9528+6.1929i", + "21.908+6.1651i", + "22.0243+6.1903i", + "21.8731+6.11i", + "22.1378+6.1882i", + "21.6967+5.9975i", + "21.9512+6.0808i", + "22.0679+6.1157i", + "21.8798+6.0372i", + "22.4863+6.2665i", + "23.6754+6.7203i", + "25.0958+7.2671i", + "26.0587+7.6466i", + "27.3032+8.1376i", + "28.0086+8.4253i", + "26.3944+7.8262i", + "24.5251+7.1316i", + "22.9841+6.5588i", + "22.1555+6.1807i", + "21.9909+6.1235i", + "21.8361+6.0681i", + "22.174+6.1836i", + "23.012+6.4641i", + "24.609+7.0038i", + "26.3497+7.5852i", + "26.8842+7.7i", + "26.7079+7.5426i", + "26.7243+7.4941i", + "26.569+7.3784i", + "26.1967+7.2017i", + "26.3238+7.2181i", + "26.5179+7.2746i", + "26.9227+7.4316i", + "26.9665+7.4681i", + "27.8121+7.8399i", + "28.6903+8.2415i", + "29.6063+8.7037i", + "30.5501+9.1285i", + "30.741+9.2605i", + "28.9454+8.6248i", + "26.623+7.7892i", + "25.0399+7.2194i", + "24.0787+6.8197i", + "23.35+6.5558i", + "22.777+6.3445i", + "22.8886+6.3775i", + "24.0151+6.7645i", + "25.5116+7.2532i", + "27.1477+7.7702i", + "27.2219+7.6921i", + "27.0223+7.5136i", + "27.386+7.5895i", + "27.4387+7.5331i", + "27.4961+7.5215i", + "27.7905+7.614i", + "28.152+7.729i", + "28.5865+7.8978i", + "29.6497+8.3327i", + "30.1031+8.5614i", + "31.0883+9.027i", + "31.6241+9.363i", + "31.9668+9.5623i", + "32.0123+9.6419i", + "30.0149+8.9376i", + "27.4828+8.0259i", + "25.6586+7.3749i", + "24.8047+7.014i", + "23.7774+6.6324i", + "23.2901+6.4543i", + "23.4154+6.4942i", + "24.5043+6.8565i", + "25.848+7.2866i", + "27.495+7.8164i", + "27.9582+7.8905i", + "28.0778+7.8534i", + "27.7993+7.6914i", + "27.6348+7.5693i", + "27.6929+7.5657i", + "27.926+7.6383i", + "28.2276+7.7507i", + "28.8602+8.0053i", + "29.6883+8.3642i", + "30.7271+8.8172i", + "31.4492+9.1669i", + "31.9408+9.4718i", + "32.3211+9.6828i", + "32.3107+9.7417i", + "30.5507+9.1251i", + "28.11+8.2439i", + "26.2344+7.5648i", + "25.1787+7.0111i", + "24.2792+6.6776i", + "23.9039+6.5388i", + "24.0914+6.6042i", + "24.889+6.8823i", + "26.3571+7.3982i", + "28.0265+7.9818i", + "28.5361+8.1216i", + "28.5392+8.0741i", + "28.67+8.0887i", + "28.0933+7.8417i", + "27.8334+7.7298i", + "27.819+7.7154i", + "28.5109+7.9717i", + "28.8114+8.0935i", + "29.6342+8.4218i", + "30.6888+8.8556i", + "31.5285+9.2207i", + "31.8185+9.3946i", + "32.0231+9.506i", + "32.0282+9.5409i", + "30.5017+8.9885i", + "28.4942+8.2542i", + "26.5894+7.5483i", + "25.4603+7.174i", + "24.2966+6.7313i", + "23.7361+6.5191i", + "23.6614+6.491i", + "23.8239+6.5469i", + "24.0961+6.641i", + "24.4946+6.7793i", + "25.0713+6.9869i", + "25.4618+7.1262i", + "26.1694+7.3895i", + "26.2805+7.4249i", + "26.2563+7.4117i", + "26.2282+7.3985i", + "26.397+7.4621i", + "26.5392+7.5183i", + "27.4145+7.8557i", + "28.0935+8.1216i", + "29.0567+8.4997i", + "29.7055+8.7624i", + "30.3212+9.0048i", + "30.5583+9.1025i", + "29.0643+8.5393i", + "27.1452+7.8137i", + "25.7393+7.282i", + "24.5827+6.9606i", + "23.7007+6.6341i", + "23.1302+6.421i", + "22.8894+6.3318i", + "22.9681+6.3518i", + "22.7962+6.2704i", + "22.8735+6.2856i", + "23.6678+6.564i", + "24.592+6.8777i", + "24.8537+6.9518i", + "24.9458+6.9603i", + "24.9895+6.9588i", + "25.0747+6.9799i", + "25.2032+7.0281i", + "25.8228+7.2637i", + "26.512+7.5322i", + "27.3291+7.8503i", + "28.8288+8.4351i", + "29.709+8.7961i", + "30.3746+9.0673i", + "30.638+9.1872i", + "29.0644+8.6118i", + "26.8425+7.801i", + "25.2493+7.2205i", + "24.1377+6.659i", + "23.496+6.4342i", + "23.1894+6.3243i", + "23.3548+6.3955i", + "24.2738+6.738i", + "25.8162+7.273i", + "27.8559+7.9884i", + "28.6359+8.1941i", + "29.5002+8.4027i", + "29.6526+8.3415i", + "29.5353+8.2302i", + "29.5651+8.1764i", + "29.6823+8.1855i", + "29.9965+8.2515i", + "30.72+8.498i", + "31.9007+8.954i", + "32.9778+9.4203i", + "33.9421+9.8953i", + "34.3968+10.1773i", + "34.4485+10.3039i", + "34.305+10.3122i", + "32.165+9.5585i", + "29.5035+8.6084i", + "27.4178+7.8562i", + "26.2168+7.2513i", + "25.2063+6.8755i", + "24.7785+6.7201i", + "24.6845+6.6772i", + "25.6952+7.0179i", + "27.1243+7.484i", + "28.9844+8.0995i", + "29.8644+8.3269i", + "30.4007+8.4389i", + "31.0136+8.6005i", + "31.5596+8.7455i", + "31.5536+8.7024i", + "31.8696+8.8014i", + "33.1124+9.2503i", + "34.3791+9.737i", + "35.5031+10.1908i", + "36.3942+10.5833i", + "37.386+11.0402i", + "37.8881+11.3623i", + "37.7662+11.3813i", + "37.2566+11.2458i", + "34.9107+10.4052i", + "31.8177+9.2827i", + "29.4038+8.3985i", + "27.6799+7.8974i", + "26.5242+7.482i", + "25.8433+7.2461i", + "25.633+7.1419i", + "26.5944+7.4309i", + "28.0248+7.8438i", + "30.0119+8.406i", + "31.2616+8.6854i", + "31.6342+8.6467i", + "32.2605+8.775i", + "32.7176+8.8425i", + "33.3398+8.9994i", + "34.6791+9.4733i", + "35.9458+9.9329i", + "37.0369+10.3729i", + "38.0329+10.8121i", + "39.0858+11.3024i", + "39.4096+11.5692i", + "39.0836+11.6652i", + "38.2957+11.4878i", + "37.6398+11.3574i", + "35.2084+10.5429i", + "32.0724+9.4494i", + "29.8421+8.6646i", + "28.0625+8.1337i", + "26.6683+7.618i", + "25.9405+7.3576i", + "25.6974+7.2572i", + "26.4143+7.4787i", + "27.7318+7.8571i", + "29.4203+8.3494i", + "30.1593+8.4947i", + "30.2588+8.41i", + "29.9698+8.2041i", + "30.7959+8.4431i", + "30.7988+8.3874i", + "31.3992+8.5857i", + "32.1871+8.8647i", + "32.8834+9.1296i", + "33.7417+9.4989i", + "34.1887+9.7526i", + "34.7653+10.0811i", + "34.7843+10.252i", + "34.5415+10.2504i", + "34.2831+10.2408i", + "32.3195+9.5742i", + "29.7648+8.6828i", + "27.6151+7.9205i", + "26.2437+7.3985i", + "25.3338+7.0665i", + "24.6384+6.8089i", + "24.7314+6.8402i", + "25.6055+7.1381i", + "26.7538+7.5093i", + "28.1939+7.9787i", + "29.1562+8.2687i", + "29.5613+8.3514i", + "29.3598+8.2344i", + "29.5884+8.2785i", + "29.0699+8.053i", + "29.1718+8.0838i", + "29.5876+8.237i", + "30.0635+8.4286i", + "30.8504+8.7461i", + "31.4276+9.0161i", + "31.6474+9.1604i", + "32.41+9.5391i", + "32.495+9.6164i", + "32.6742+9.73i", + "31.2929+9.2485i", + "29.0586+8.4413i", + "27.2478+7.7801i", + "26.0356+7.2323i", + "25.0165+6.8437i", + "24.7395+6.7386i", + "24.4831+6.6404i", + "24.8772+6.7884i", + "24.9401+6.8078i", + "25.8722+7.158i", + "26.4143+7.3596i", + "26.5316+7.3997i", + "26.327+7.3178i", + "26.1876+7.2613i", + "26.272+7.2915i", + "26.7629+7.4785i", + "27.4928+7.7573i", + "28.2856+8.0607i", + "29.9197+8.6862i", + "30.5693+8.9368i", + "32.1948+9.5612i", + "33.0698+9.9018i", + "32.8674+9.8282i", + "33.1431+9.9366i", + "31.6467+9.3681i", + "29.4821+8.5451i", + "27.5329+7.8037i", + "26.1547+7.1907i", + "25.0651+6.7779i", + "24.3339+6.5018i", + "23.9646+6.3606i", + "23.9684+6.3585i", + "24.0148+6.366i", + "24.2367+6.4396i", + "24.7828+6.6116i", + "25.0182+6.663i", + "25.4295+6.7858i", + "26.3034+7.094i", + "27.5588+7.5521i", + "29.028+8.1005i", + "30.3199+8.5796i", + "31.7337+9.1163i", + "34.0551+10.0056i", + "36.217+10.845i", + "38.0264+11.5708i", + "38.5909+11.8272i", + "37.7983+11.5473i", + "37.2899+11.3737i", + "35.0246+10.5255i", + "31.9304+9.361i", + "29.364+8.3939i", + "27.7962+7.686i", + "26.5965+7.2835i", + "25.88+7.0396i", + "25.8471+7.05i", + "26.7536+7.3739i", + "27.9652+7.7337i", + "29.8427+8.33i", + "31.5544+8.7749i", + "32.8842+9.0012i", + "34.384+9.2867i", + "36.2056+9.7597i", + "38.0563+10.2868i", + "40.4124+11.1017i", + "42.7512+11.9268i", + "45.0915+12.7712i", + "46.7315+13.4334i", + "47.5643+13.8469i", + "47.7062+14.1204i", + "46.9333+14.0526i", + "45.3906+13.6513i", + "43.8665+13.2424i", + "40.5553+12.1699i", + "36.4657+10.7793i", + "33.3016+9.6784i", + "31.1792+8.8489i", + "29.3689+8.1705i", + "28.3317+7.7796i", + "27.9868+7.63i", + "28.7492+7.8261i", + "29.8248+8.0141i", + "31.7778+8.5213i", + "33.4897+8.9375i", + "34.9629+9.2911i", + "36.8539+9.865i", + "39.2032+10.6158i", + "41.53+11.4126i", + "43.7381+12.1954i", + "46.3766+13.1347i", + "47.821+13.7221i", + "48.8781+14.1988i", + "49.6103+14.6082i", + "49.0172+14.5815i", + "47.7672+14.397i", + "46.1395+13.9583i", + "44.5041+13.4693i", + "41.1627+12.3214i", + "37.3251+10.9975i", + "34.116+9.8675i", + "31.8436+9.2647i", + "30.3291+8.7158i", + "29.2533+8.3227i", + "28.8782+8.1671i", + "29.6307+8.3405i", + "30.9446+8.6562i", + "32.7273+9.0419i", + "34.3174+9.3641i", + "35.4793+9.5416i", + "37.3694+10.0906i", + "38.7312+10.4471i", + "39.6694+10.741i", + "41.3662+11.3419i", + "42.9821+11.9365i", + "44.3633+12.5033i", + "45.5817+13.0214i", + "45.9561+13.3199i", + "45.7305+13.4583i", + "44.5404+13.3215i", + "42.5966+12.7518i", + "41.0031+12.2965i", + "37.8481+11.2609i", + "34.3043+10.0573i", + "31.4878+9.0802i", + "29.9512+8.5976i", + "28.5708+8.0876i", + "27.5466+7.7146i", + "27.347+7.6317i", + "28.153+7.8942i", + "29.3387+8.238i", + "31.0638+8.7359i", + "32.4129+9.0812i", + "32.928+9.1308i", + "33.1334+9.1255i", + "33.559+9.218i", + "33.5325+9.1689i", + "34.5987+9.5616i", + "34.8155+9.6355i", + "35.7826+10.0379i", + "36.9003+10.5207i", + "37.6839+10.9035i", + "38.0555+11.1467i", + "37.9889+11.2887i", + "37.0583+11.0113i", + "36.5537+10.8897i", + "34.3922+10.1341i", + "31.9264+9.2692i", + "29.5406+8.419i", + "28.145+7.9224i", + "27.2823+7.6021i", + "26.5977+7.3408i", + "26.5893+7.3328i", + "27.0645+7.494i", + "28.1266+7.8459i", + "29.601+8.3364i", + "30.8531+8.7413i", + "31.6485+8.9806i", + "31.5577+8.9097i", + "31.4347+8.8239i", + "31.0171+8.641i", + "30.8751+8.5756i", + "31.4633+8.7914i", + "32.1929+9.07i", + "32.9001+9.3646i", + "34.0902+9.8637i", + "34.7576+10.1778i", + "34.8787+10.3011i", + "34.4674+10.1864i", + "34.2994+10.1548i", + "32.6148+9.5481i", + "30.4195+8.7496i", + "28.6301+8.0935i", + "27.2004+7.6649i", + "26.1972+7.2824i", + "25.5052+7.0189i", + "25.1725+6.8912i", + "25.3341+6.9489i", + "25.5216+7.014i", + "25.9858+7.1821i", + "26.7256+7.4561i", + "27.1966+7.6283i", + "27.1364+7.5998i", + "26.808+7.4689i", + "26.6936+7.4223i", + "26.9942+7.5358i", + "27.5592+7.7499i", + "28.5519+8.1296i", + "29.5672+8.5208i", + "30.8024+8.9973i", + "32.0041+9.4626i", + "32.381+9.6169i", + "32.3233+9.6008i", + "32.4781+9.6645i", + "31.1042+9.1451i", + "29.2243+8.4328i", + "27.4942+7.7758i", + "26.1113+7.3488i", + "25.0919+6.9595i", + "24.4732+6.7232i", + "24.1882+6.6144i", + "24.163+6.6048i", + "23.9825+6.5358i", + "24.0674+6.5683i", + "24.7757+6.8388i", + "25.3041+7.0405i", + "25.4648+7.1019i", + "25.149+6.9813i", + "24.862+6.8717i", + "25.0978+6.9618i", + "25.887+7.2632i", + "26.5669+7.5228i", + "28.0394+8.0851i", + "29.5584+8.6652i", + "30.8604+9.1624i", + "31.5697+9.4333i", + "31.8778+9.5509i", + "32.0725+9.6253i", + "30.6807+9.0938i", + "28.6164+8.3055i", + "26.8984+7.6494i", + "25.8969+7.1637i", + "25.0481+6.8616i", + "24.744+6.7519i", + "24.7587+6.765i", + "25.5609+7.0685i", + "27.153+7.618i", + "28.8978+8.2179i", + "29.9958+8.5396i", + "30.3978+8.5565i", + "30.8086+8.5891i", + "31.0616+8.6071i", + "31.2541+8.6104i", + "32.0107+8.8722i", + "32.8038+9.1399i", + "33.6243+9.4442i", + "34.2989+9.7129i", + "35.448+10.2113i", + "36.1219+10.5772i", + "36.4424+10.7983i", + "36.4309+10.8678i", + "36.0079+10.7908i", + "33.9478+10.0869i", + "31.0156+9.0399i", + "28.9173+8.2809i", + "27.7607+7.8588i", + "26.5594+7.4224i", + "25.9758+7.2023i", + "25.8446+7.1315i", + "26.6961+7.4045i", + "28.0784+7.8056i", + "29.8502+8.3355i", + "31.375+8.7648i", + "32.0188+8.8805i", + "32.3504+8.9246i", + "32.8169+9.0236i", + "33.3589+9.1747i", + "33.6206+9.2361i", + "34.6248+9.5998i", + "35.5639+9.9677i", + "36.5144+10.3804i", + "37.6396+10.8956i", + "38.4508+11.3055i", + "38.6621+11.5419i", + "37.9994+11.3817i", + "37.4392+11.2501i", + "35.101+10.4422i", + "32.0703+9.368i", + "29.7046+8.5169i", + "28.0361+8.013i", + "26.8867+7.6008i", + "26.2566+7.3762i", + "26.0627+7.2866i", + "26.8712+7.5211i", + "28.2777+7.9015i", + "29.9651+8.3683i", + "31.5381+8.7659i", + "32.5786+8.9924i", + "32.6845+8.9249i", + "33.2591+9.0244i", + "33.7232+9.1464i", + "34.8022+9.5287i", + "35.2762+9.7132i", + "36.4159+10.1748i", + "37.4891+10.6339i", + "38.4992+11.1068i", + "38.9516+11.4359i", + "38.7733+11.5728i", + "38.0342+11.4032i", + "37.4156+11.272i", + "35.1127+10.4816i", + "32.0781+9.4289i", + "29.6749+8.5829i", + "28.1709+8.0826i", + "26.948+7.6319i", + "26.1878+7.3521i", + "26.1419+7.3277i", + "27.0147+7.6016i", + "28.429+8.0285i", + "29.8494+8.4375i", + "31.068+8.775i", + "31.7601+8.9173i", + "32.3265+9.0484i", + "32.4009+8.9848i", + "32.0915+8.8136i", + "32.4312+8.9226i", + "32.963+9.1316i", + "33.1936+9.2358i", + "33.2976+9.3198i", + "34.2508+9.7492i", + "34.7169+10.0353i", + "34.915+10.2767i", + "34.8471+10.3359i", + "34.6663+10.3535i", + "32.6614+9.6693i", + "30.0775+8.7596i", + "28.0881+8.0447i", + "26.8265+7.5098i", + "25.8284+7.1512i", + "25.1143+6.9042i", + "24.9821+6.8629i", + "25.849+7.1798i", + "26.973+7.559i", + "28.4065+8.0548i", + "29.0026+8.2478i", + "29.3687+8.3366i", + "29.7641+8.4394i", + "29.9573+8.4557i", + "29.9505+8.4071i", + "30.0844+8.4336i", + "30.4943+8.5741i", + "30.5676+8.5865i", + "31.2445+8.8465i", + "31.9876+9.1397i", + "32.5062+9.3699i", + "33.1746+9.7038i", + "33.465+9.8863i", + "33.4222+9.9241i", + "31.84+9.3613i", + "29.6291+8.5616i", + "27.7522+7.8784i", + "26.3374+7.2924i", + "25.2358+6.8718i", + "24.6488+6.6476i", + "24.3224+6.5229i", + "24.6214+6.6371i", + "24.8028+6.7064i", + "25.3562+6.9177i", + "25.7652+7.0739i", + "26.209+7.2434i", + "26.5435+7.3712i", + "26.6883+7.4265i", + "27.2014+7.6224i", + "27.5463+7.7541i", + "27.8898+7.8853i", + "28.8267+8.2431i", + "30.2822+8.7989i", + "32.0147+9.4605i", + "33.408+9.9926i", + "34.0176+10.2254i", + "33.9373+10.1948i", + "33.9249+10.19i", + "32.3917+9.6045i", + "30.2605+8.7906i", + "28.2368+8.0178i", + "26.7553+7.4446i", + "25.7483+7.0641i", + "25.0391+6.7956i", + "24.487+6.5857i", + "24.535+6.6022i", + "24.2384+6.4763i", + "24.4769+6.553i", + "25.0593+6.7514i", + "25.7109+6.9668i", + "25.9786+7.0396i", + "26.7428+7.3108i", + "27.3554+7.5318i", + "28.1179+7.8164i", + "29.6966+8.408i", + "31.2923+9.0135i", + "32.9229+9.6408i", + "34.6454+10.3142i", + "36.0493+10.8793i", + "36.6818+11.1476i", + "35.8814+10.8625i", + "35.4764+10.7256i", + "33.4384+9.9662i", + "30.5918+8.8932i", + "28.3502+8.0487i", + "26.7499+7.4696i", + "25.7316+7.1037i", + "25.3074+6.9615i", + "25.2617+6.9575i", + "26.0785+7.2621i", + "27.4781+7.7165i", + "29.3983+8.3627i", + "30.6543+8.7068i", + "31.4622+8.8213i", + "31.83+8.8003i", + "32.1112+8.792i", + "32.6842+8.9121i", + "33.5606+9.2151i", + "34.7553+9.6036i", + "35.9131+10.0436i", + "37.4633+10.6416i", + "38.358+11.0778i", + "38.8041+11.422i", + "38.5202+11.4726i", + "37.7615+11.2918i", + "36.9598+11.0862i", + "34.4857+10.2544i", + "31.444+9.1793i", + "28.9084+8.2734i", + "27.4146+7.8877i", + "26.2529+7.4657i", + "25.5706+7.214i", + "25.5742+7.1956i", + "26.4061+7.4298i", + "27.7178+7.7798i", + "29.3662+8.2432i", + "30.3448+8.4543i", + "31.266+8.6661i", + "32.2957+8.9814i", + "32.728+9.0657i", + "32.2642+8.8417i", + "32.8174+9.0109i", + "33.1071+9.109i", + "33.9236+9.4565i", + "34.6138+9.7638i", + "35.2178+10.0698i", + "35.6668+10.3584i", + "35.7483+10.5718i", + "35.5975+10.6094i", + "35.0933+10.4924i", + "32.9965+9.7833i", + "30.3444+8.8577i", + "28.2416+8.1161i", + "26.7761+7.6255i", + "25.9989+7.3465i", + "25.1837+7.0441i", + "25.1742+7.0292i", + "26.1576+7.3529i", + "27.4331+7.745i", + "28.8356+8.1588i", + "29.946+8.4645i", + "30.3775+8.5367i", + "30.4332+8.4925i", + "30.6434+8.5059i", + "30.0063+8.2171i", + "30.3361+8.3106i", + "31.048+8.5524i", + "31.5676+8.7468i", + "32.3967+9.0992i", + "33.0118+9.4003i", + "33.9572+9.8607i", + "34.3838+10.1621i", + "34.1673+10.1521i", + "34.3394+10.2776i", + "32.4123+9.6061i", + "29.9506+8.7335i", + "27.9446+8.0173i", + "26.6733+7.5702i", + "25.6518+7.1939i", + "25.0041+6.9532i", + "25.0306+6.9479i", + "25.9808+7.2691i", + "27.1493+7.6273i", + "28.5347+8.0316i", + "29.1648+8.179i", + "29.4623+8.2077i", + "29.3323+8.1044i", + "29.9059+8.2698i", + "29.9141+8.2237i", + "30.1185+8.2711i", + "30.9141+8.5569i", + "31.8739+8.9308i", + "32.9483+9.3672i", + "33.7328+9.7181i", + "34.47+10.0725i", + "33.7788+9.9379i", + "34.27+10.2016i", + "34.3595+10.2953i", + "32.472+9.6352i", + "30.115+8.804i", + "28.0381+8.0492i", + "26.6376+7.4769i", + "25.6006+7.0959i", + "25.0717+6.9064i", + "24.9832+6.8614i", + "25.7457+7.1158i", + "26.9017+7.4884i", + "28.2478+7.9124i", + "28.9284+8.0839i", + "29.3691+8.1767i", + "29.425+8.147i", + "29.8408+8.2505i", + "30.2304+8.3545i", + "30.9215+8.5905i", + "31.7321+8.8846i", + "32.7478+9.2754i", + "33.5232+9.6035i", + "34.3904+9.9807i", + "35.069+10.3061i", + "35.0992+10.4238i", + "34.4383+10.2385i", + "34.4116+10.2793i", + "32.7227+9.6891i", + "30.4092+8.8601i", + "28.222+8.0582i", + "26.5753+7.4659i", + "25.4118+7.0285i", + "24.7839+6.7926i", + "24.396+6.6439i", + "24.6209+6.7152i", + "24.7412+6.7293i", + "25.7528+7.0741i", + "26.1786+7.2031i", + "26.0931+7.1407i", + "26.5262+7.2808i", + "27.0088+7.4407i", + "27.7044+7.6905i", + "28.6204+8.0277i", + "29.7228+8.4372i", + "31.0973+8.9692i", + "31.6783+9.2009i", + "32.5591+9.5546i", + "33.1017+9.7897i", + "33.3882+9.9435i", + "33.3043+9.937i", + "33.3423+9.9743i", + "32.0282+9.494i", + "29.8695+8.6914i", + "27.8561+7.942i", + "26.2791+7.4191i", + "25.1645+7.0198i", + "24.3511+6.7228i", + "24.0324+6.6017i", + "23.9649+6.5584i", + "23.9488+6.5091i", + "24.5324+6.6996i", + "24.7286+6.7268i", + "25.1305+6.8147i", + "25.7237+6.9849i", + "26.4828+7.2211i", + "27.4258+7.5297i", + "28.1848+7.7997i", + "29.1771+8.1654i", + "30.5667+8.6931i", + "32.0992+9.281i", + "33.6605+9.8923i", + "35.0206+10.4478i", + "35.2467+10.5743i", + "34.7168+10.4127i", + "34.4339+10.3565i", + "32.6515+9.7324i", + "29.6852+8.6598i", + "27.5664+7.8927i", + "25.9838+7.291i", + "24.8744+6.8942i", + "24.3702+6.7285i", + "24.4261+6.7626i", + "25.4686+7.1479i", + "26.5502+7.4544i", + "28.4691+8.0656i", + "30.0251+8.4863i", + "30.549+8.4769i", + "31.6012+8.6661i", + "32.374+8.8157i", + "32.7606+8.8588i", + "34.0054+9.3031i", + "35.4281+9.7753i", + "36.506+10.1635i", + "37.5955+10.5886i", + "38.4472+11.0298i", + "39.2496+11.5384i", + "39.1725+11.6918i", + "37.8966+11.3376i", + "37.1173+11.2151i", + "34.7599+10.4057i", + "31.7845+9.3825i", + "29.2139+8.4803i", + "28.0019+7.9879i", + "26.8553+7.5676i", + "26.1026+7.2824i", + "26.0146+7.2293i", + "26.4687+7.3497i", + "27.604+7.6695i", + "29.4311+8.2174i", + "30.8141+8.5778i", + "31.2561+8.6114i", + "31.6144+8.6509i", + "32.2102+8.7915i", + "32.7556+8.9354i", + "33.5539+9.1994i", + "34.4279+9.5232i", + "35.6281+10.0134i", + "36.8663+10.5156i", + "38.0027+11.0193i", + "38.4236+11.2974i", + "38.3876+11.4568i", + "37.4307+11.1959i", + "37.0078+11.1268i", + "34.7795+10.3566i", + "31.8765+9.3302i", + "29.425+8.4481i", + "27.8117+7.8206i", + "26.774+7.4358i", + "26.2111+7.2351i", + "25.9436+7.1269i", + "26.6155+7.3464i", + "27.7945+7.7152i", + "29.1351+8.1331i", + "30.1413+8.4186i", + "30.798+8.5817i", + "30.8715+8.5408i", + "31.3093+8.6479i", + "31.771+8.7849i", + "32.5315+9.0543i", + "33.2976+9.3346i", + "34.171+9.6733i", + "35.3286+10.1474i", + "36.3584+10.6021i", + "36.8484+10.8583i", + "36.833+10.9647i", + "35.9389+10.6933i", + "35.504+10.5816i", + "33.6813+9.9457i", + "31.1158+9.0226i", + "28.9139+8.2178i", + "27.3862+7.7217i", + "26.1877+7.265i", + "25.4656+6.9902i", + "25.1175+6.8569i", + "25.2293+6.8961i", + "25.1793+6.8706i", + "25.5251+6.9936i", + "25.7769+7.0812i", + "25.9222+7.1298i", + "26.0933+7.1897i", + "26.0924+7.1832i", + "26.6246+7.3826i", + "27.3992+7.6759i", + "28.1208+7.9482i", + "29.5634+8.4992i", + "30.9034+9.0132i", + "32.2694+9.5385i", + "33.2472+9.9182i", + "33.4436+10.0047i", + "32.7777+9.7565i", + "32.2482+9.5596i", + "31.1385+9.1424i", + "29.7654+8.6238i", + "28.1529+8.012i", + "26.7759+7.3862i", + "25.9058+7.0609i", + "25.2545+6.82i", + "25.1463+6.7756i", + "25.7878+6.9987i", + "26.5432+7.2406i", + "27.5106+7.5417i", + "28.2919+7.7757i", + "28.516+7.8072i", + "28.7101+7.8384i", + "29.3129+8.0332i", + "29.8596+8.2204i", + "30.6868+8.5221i", + "32.1291+9.0644i", + "33.8558+9.7269i", + "35.3761+10.3285i", + "36.8463+10.9208i", + "37.8665+11.3586i", + "37.7365+11.3843i", + "36.7829+11.0642i", + "36.05+10.8187i", + "34.4239+10.2374i", + "31.9535+9.3301i", + "29.3012+8.3417i", + "27.6497+7.7791i", + "26.3917+7.305i", + "25.597+7.0059i", + "25.2341+6.8671i", + "25.3979+6.9122i", + "25.6259+6.9671i", + "26.2087+7.1508i", + "26.6785+7.2832i", + "27.0799+7.3961i", + "27.6002+7.5617i", + "27.9959+7.69i", + "28.4312+7.8422i", + "29.379+8.194i", + "30.4511+8.5965i", + "31.9495+9.1736i", + "33.5246+9.7851i", + "34.8421+10.3072i", + "35.6355+10.6409i", + "35.7221+10.727i", + "34.9373+10.4595i", + "34.783+10.4243i", + "32.9615+9.755i", + "30.5601+8.8669i", + "28.3618+8.0505i", + "26.7871+7.6023i", + "25.678+7.1913i", + "24.8905+6.9007i", + "24.4164+6.7234i", + "24.4283+6.7196i", + "24.3736+6.6673i", + "24.8689+6.8354i", + "25.6272+7.0989i", + "25.7099+7.099i", + "25.7642+7.0834i", + "26.0065+7.1536i", + "26.6225+7.3714i", + "26.7525+7.4038i", + "27.3892+7.6515i", + "28.2796+7.9928i", + "29.7071+8.5369i", + "31.315+9.1571i", + "32.7778+9.7255i", + "33.3542+9.9719i", + "32.9509+9.8334i", + "33.2466+9.9664i", + "31.4052+9.2945i", + "28.7686+8.3286i", + "26.8938+7.641i", + "25.5958+7.1579i", + "24.714+6.8398i", + "24.3061+6.692i", + "24.7794+6.884i", + "25.6105+7.1947i", + "26.8103+7.5742i", + "28.6165+8.1879i", + "29.9392+8.5817i", + "30.6522+8.7256i", + "30.9349+8.694i", + "30.8331+8.5647i", + "30.7768+8.4805i", + "31.0857+8.5663i", + "31.3928+8.6284i", + "32.2363+8.9199i", + "32.9346+9.1902i", + "34.1464+9.7211i", + "34.9776+10.1771i", + "35.2084+10.38i", + "34.808+10.3155i", + "34.8469+10.4428i", + "32.8732+9.7632i", + "30.205+8.8029i", + "28.1598+8.0798i", + "26.8707+7.6148i", + "25.8399+7.237i", + "25.205+7.0005i", + "25.3015+7.0113i", + "26.3042+7.3431i", + "27.6105+7.725i", + "29.261+8.2212i", + "30.2284+8.4527i", + "30.7067+8.5024i", + "30.6649+8.3902i", + "31.1382+8.4922i", + "31.5117+8.5737i", + "32.335+8.8426i", + "33.5953+9.2849i", + "34.6419+9.6945i", + "36.0755+10.265i", + "37.3048+10.807i", + "37.7536+11.0848i", + "37.74+11.2544i", + "36.9618+11.0467i", + "36.6068+11.0111i", + "34.3602+10.2454i", + "31.594+9.2585i", + "29.2248+8.4159i", + "27.9063+7.8331i", + "26.8178+7.432i", + "26.2798+7.2508i", + "26.173+7.2058i", + "27.0169+7.4736i", + "28.3932+7.8655i", + "30.0975+8.357i", + "31.1533+8.5868i", + "31.9936+8.7794i", + "32.4146+8.852i", + "33.0785+9.0019i", + "33.8668+9.2431i", + "35.2326+9.7316i", + "35.9077+9.9555i", + "37.3815+10.5313i", + "38.833+11.1388i", + "39.9737+11.659i", + "40.5804+12.0061i", + "40.4922+12.1427i", + "39.2406+11.7686i", + "38.63+11.6474i", + "36.2699+10.8483i", + "32.9743+9.6859i", + "30.7431+8.8961i", + "29.5953+8.3712i", + "28.2905+7.8898i", + "27.2507+7.512i", + "27.0812+7.442i", + "27.8214+7.6731i", + "29.0384+8.0104i", + "30.6899+8.4922i", + "32.074+8.8535i", + "32.6885+8.9385i", + "33.6476+9.1749i", + "34.8668+9.5342i", + "35.585+9.7315i", + "37.1037+10.2489i", + "38.5647+10.7648i", + "40.3706+11.4571i", + "41.3161+11.8654i", + "42.482+12.3759i", + "43.2085+12.7649i", + "42.9316+12.8714i", + "41.1289+12.3102i", + "40.0814+12.0319i", + "37.2885+11.0693i", + "34.7664+10.2056i", + "32.1216+9.263i", + "30.2551+8.48i", + "28.8915+7.9819i", + "27.9707+7.6465i", + "27.8444+7.5901i", + "28.1232+7.6264i", + "29.373+7.9814i", + "30.9289+8.4193i", + "32.3347+8.8222i", + "33.0254+8.9344i", + "33.8306+9.1495i", + "35.1111+9.5348i", + "35.8631+9.7674i", + "37.8677+10.5008i", + "39.8988+11.2514i", + "41.6087+11.934i", + "42.957+12.5106i", + "44.0683+13.0111i", + "44.2438+13.2023i", + "43.7792+13.2071i", + "42.1241+12.6804i", + "41.1109+12.3899i", + "38.4698+11.4758i", + "35.4886+10.4157i", + "32.9008+9.4791i", + "30.7795+8.6925i", + "29.2098+8.1032i", + "28.3447+7.7826i", + "27.3542+7.3988i", + "27.4781+7.4066i", + "27.5031+7.3499i", + "28.4966+7.6288i", + "29.2855+7.8387i", + "30.4128+8.1972i", + "31.1481+8.4242i", + "32.461+8.8658i", + "33.3933+9.1841i", + "35.001+9.7738i", + "36.7204+10.418i", + "38.4653+11.0898i", + "40.0266+11.7062i", + "41.4637+12.3012i", + "42.3252+12.7056i", + "42.1477+12.7553i", + "40.7523+12.2866i", + "39.6153+11.9077i", + "37.2671+11.0631i", + "34.4049+10.0251i", + "31.9104+9.1153i", + "29.8425+8.4537i", + "28.4416+7.9262i", + "27.2128+7.4646i", + "26.5006+7.1994i", + "26.1934+7.073i", + "25.9673+6.9433i", + "26.6579+7.1508i", + "27.1416+7.2532i", + "27.9736+7.4653i", + "29.0161+7.7823i", + "30.4438+8.2563i", + "31.6443+8.6582i", + "33.3301+9.2774i", + "35.1694+9.9567i", + "36.9771+10.6397i", + "38.5572+11.2539i", + "40.0349+11.8624i", + "41.3177+12.4408i", + "41.2781+12.5128i", + "39.9195+12.0491i", + "38.983+11.7561i", + "36.4332+10.8478i", + "33.2602+9.6836i", + "30.7086+8.7405i", + "28.9754+8.1049i", + "27.7458+7.6751i", + "26.9539+7.3926i", + "26.7527+7.339i", + "27.4904+7.6113i", + "29.0114+8.0731i", + "30.7872+8.6159i", + "32.4767+9.0537i", + "33.5732+9.2018i", + "34.8033+9.4196i", + "36.4897+9.9005i", + "37.8004+10.2665i", + "39.6754+10.8974i", + "41.5734+11.5327i", + "43.3358+12.1751i", + "44.7029+12.7325i", + "45.7507+13.2735i", + "45.9695+13.6032i", + "45.5061+13.6661i", + "43.6486+13.1079i", + "42.1822+12.759i", + "39.2069+11.765i", + "35.4227+10.4468i", + "32.4881+9.4318i", + "30.2719+8.7228i", + "28.8663+8.2037i", + "27.9595+7.8662i", + "27.6476+7.7058i", + "28.3195+7.8849i", + "29.6637+8.2087i", + "31.2594+8.5845i", + "33.111+9.102i", + "33.9679+9.2189i", + "35.174+9.5316i", + "36.295+9.817i", + "37.0978+10.0385i", + "38.729+10.6041i", + "40.4193+11.1837i", + "41.9623+11.7754i", + "43.1577+12.2996i", + "43.8944+12.7178i", + "44.1339+13.0103i", + "43.4465+13.0351i", + "41.7598+12.5653i", + "40.5828+12.2462i", + "37.7211+11.2992i", + "34.2362+10.0934i", + "31.694+9.216i", + "29.8695+8.4735i", + "28.3766+7.9294i", + "27.6396+7.6744i", + "27.4019+7.5643i", + "28.2021+7.8019i", + "29.5158+8.1623i", + "31.025+8.5445i", + "32.1404+8.8003i", + "33.0829+9.0127i", + "33.7441+9.1526i", + "34.7726+9.4457i", + "35.8459+9.7883i", + "37.3158+10.3008i", + "38.502+10.6976i", + "40.1875+11.3468i", + "41.5543+11.9369i", + "42.5471+12.4133i", + "43.0786+12.7525i", + "42.5721+12.7723i", + "41.2883+12.4159i", + "40.3209+12.1558i", + "37.6662+11.2533i", + "34.3374+10.0863i", + "31.6329+9.1175i", + "29.6826+8.4514i", + "28.2849+7.9469i", + "27.4586+7.6542i", + "27.2623+7.5631i", + "27.9786+7.7601i", + "29.4896+8.2016i", + "30.9895+8.5843i", + "32.2312+8.8921i", + "32.9758+9.0201i", + "33.6766+9.1746i", + "34.561+9.392i", + "35.6752+9.7367i", + "37.1149+10.2284i", + "38.7242+10.8156i", + "40.0425+11.3337i", + "41.2456+11.8412i", + "42.1138+12.2718i", + "42.4018+12.5178i", + "41.8792+12.5354i", + "40.3863+12.0979i", + "39.1219+11.7148i", + "36.5746+10.8497i", + "33.4534+9.7553i", + "31.0329+8.9105i", + "29.1612+8.2483i", + "27.9835+7.8123i", + "27.185+7.5327i", + "26.902+7.4113i", + "27.5386+7.5981i", + "29.0636+8.0835i", + "30.4572+8.4714i", + "31.5511+8.7525i", + "32.4477+8.9804i", + "32.9327+9.0849i", + "33.552+9.244i", + "33.4681+9.17i", + "34.4107+9.4911i", + "35.7449+9.9737i", + "37.2601+10.5549i", + "38.3073+11.0142i", + "39.4508+11.5131i", + "39.6759+11.7156i", + "39.2807+11.7073i", + "38.2531+11.4114i", + "37.5854+11.2278i", + "35.4156+10.4814i", + "32.6883+9.5167i", + "30.2947+8.6568i", + "28.478+8.0261i", + "27.1653+7.531i", + "26.3172+7.2135i", + "25.895+7.0502i", + "26.0688+7.0922i", + "26.7094+7.2889i", + "27.4077+7.4927i", + "28.3362+7.7903i", + "28.6165+7.8484i", + "29.0244+7.969i", + "29.5632+8.1416i", + "30.0757+8.3096i", + "30.9078+8.609i", + "31.5645+8.8492i", + "33.2378+9.4947i", + "34.4933+9.9933i", + "36.0776+10.6269i", + "37.0739+11.0538i", + "37.116+11.1391i", + "36.1528+10.8137i", + "35.9626+10.7749i", + "34.0228+10.0731i", + "31.8407+9.2732i", + "29.6761+8.4715i", + "28.0633+7.8077i", + "27.007+7.4103i", + "26.2172+7.1136i", + "25.7851+6.9478i", + "25.7772+6.9388i", + "25.7088+6.8794i", + "26.0626+6.9766i", + "26.9997+7.2817i", + "27.4132+7.364i", + "27.9089+7.4883i", + "28.6932+7.7411i", + "29.7346+8.098i", + "31.0886+8.595i", + "33.0761+9.331i", + "35.4191+10.2167i", + "37.3274+10.9444i", + "39.0886+11.6478i", + "40.2587+12.1616i", + "40.3924+12.2749i", + "39.3178+11.9095i", + "38.8036+11.7606i", + "36.1368+10.7934i", + "33.066+9.6556i", + "30.7123+8.785i", + "28.8537+8.0692i", + "27.5074+7.6421i", + "26.873+7.4709i", + "26.7859+7.4686i", + "27.5118+7.7246i", + "29.1072+8.1891i", + "30.8891+8.7955i", + "32.4306+9.2615i", + "33.4831+9.4389i", + "34.6303+9.6316i", + "35.7661+9.7724i", + "37.0187+10.0238i", + "39.0156+10.664i", + "41.4726+11.4996i", + "43.7428+12.2966i", + "45.4659+12.9198i", + "46.6517+13.4072i", + "46.8357+13.5568i", + "46.2419+13.512i", + "44.8708+13.2166i", + "43.6202+12.9706i", + "40.6342+12.0564i", + "36.9118+10.8437i", + "33.8859+9.8551i", + "31.8264+9.1027i", + "30.3677+8.5729i", + "29.3433+8.2i", + "29.0982+8.082i", + "29.8568+8.2813i", + "31.655+8.7715i", + "33.3757+9.1922i", + "34.744+9.4744i", + "35.9602+9.7154i", + "37.5528+10.1347i", + "39.5808+10.7328i", + "41.5778+11.3646i", + "43.2331+11.8963i", + "45.1332+12.5422i", + "47.0365+13.2469i", + "48.0405+13.7033i", + "48.7066+14.1127i", + "48.5609+14.3188i", + "47.8904+14.3647i", + "46.2759+13.9101i", + "44.8779+13.5194i", + "41.6293+12.474i", + "37.7571+11.1442i", + "34.7625+10.1025i", + "32.5023+9.2568i", + "31.1144+8.7543i", + "29.7168+8.245i", + "29.088+7.9982i", + "29.5393+8.0753i", + "30.4977+8.2399i", + "32.4429+8.724i", + "34.6772+9.3433i", + "36.1351+9.6753i", + "38.0543+10.2327i", + "40.1941+10.876i", + "42.7754+11.715i", + "45.5211+12.6692i", + "46.8876+13.1353i", + "49.0477+13.9675i", + "49.7233+14.2845i", + "50.0427+14.5704i", + "49.6392+14.6637i", + "48.506+14.5502i", + "47.4494+14.3308i", + "46.1722+14.0037i", + "42.9602+12.9402i", + "38.9015+11.5345i", + "35.6536+10.406i", + "33.2702+9.4798i", + "31.9768+9.0027i", + "30.8217+8.5928i", + "30.2705+8.3651i", + "30.641+8.4179i", + "32.163+8.8314i", + "33.7261+9.1967i", + "35.5171+9.6684i", + "36.8283+9.9726i", + "38.0128+10.2813i", + "39.3451+10.665i", + "40.514+11.0339i", + "42.5297+11.7395i", + "44.4001+12.4034i", + "46.4728+13.2011i", + "47.7006+13.7504i", + "48.5191+14.2125i", + "48.5529+14.4031i", + "47.4074+14.2252i", + "45.9044+13.8119i", + "44.6279+13.4491i", + "41.6848+12.4403i", + "38.0983+11.1858i", + "35.0092+10.0946i", + "33.1431+9.4988i", + "31.3448+8.8799i", + "30.213+8.485i", + "29.7307+8.302i", + "30.2988+8.4429i", + "31.8345+8.8558i", + "33.414+9.2412i", + "34.9663+9.6267i", + "36.4346+9.9385i", + "37.9798+10.3339i", + "39.9475+10.8697i", + "41.6844+11.4014i", + "43.869+12.1339i", + "45.4626+12.6637i", + "47.318+13.3621i", + "48.5022+13.8912i", + "49.1772+14.2707i", + "48.9806+14.3909i", + "48.0357+14.2987i", + "46.1538+13.7723i", + "44.5289+13.2745i", + "41.4119+12.2433i", + "37.9383+11.105i", + "34.7828+10.0406i", + "32.6193+9.0705i", + "30.7839+8.3802i", + "29.8524+8.0397i", + "29.1554+7.7746i", + "29.1227+7.7198i", + "29.3644+7.7303i", + "30.1712+7.936i", + "31.4361+8.3194i", + "32.7765+8.7368i", + "34.4283+9.2898i", + "36.3879+9.9861i", + "37.913+10.522i", + "40.1237+11.3352i", + "42.0056+12.0408i", + "44.2157+12.88i", + "45.6589+13.4703i", + "47.1814+14.1023i", + "47.964+14.4846i", + "47.8464+14.5707i", + "45.7316+13.8391i", + "44.4076+13.3794i", + "41.4295+12.2933i", + "38.1772+11.1166i", + "35.1331+10.0024i", + "32.48+9.3476i", + "30.6696+8.6796i", + "29.2067+8.1303i", + "28.3427+7.8093i", + "27.9913+7.6665i", + "27.892+7.5245i", + "28.383+7.6058i", + "29.7314+7.9737i", + "30.9727+8.2558i", + "32.8426+8.7726i", + "34.6618+9.3406i", + "36.4029+9.904i", + "38.7163+10.7467i", + "40.9306+11.5333i", + "42.6141+12.1543i", + "44.0539+12.7221i", + "45.2245+13.2873i", + "45.762+13.6812i", + "45.239+13.643i", + "43.4493+13.0781i", + "42.0127+12.6398i", + "38.9845+11.6276i", + "35.5309+10.4021i", + "32.5767+9.3432i", + "30.5139+8.6912i", + "28.9747+8.1457i", + "28.0661+7.8251i", + "27.8493+7.7666i", + "28.6622+8.0555i", + "30.1514+8.4939i", + "31.8532+8.9587i", + "33.644+9.4519i", + "34.6204+9.5455i", + "35.518+9.6336i", + "36.7171+9.9109i", + "37.9355+10.2204i", + "39.8125+10.8875i", + "41.6071+11.4704i", + "43.502+12.1408i", + "44.834+12.6587i", + "46.0049+13.2457i", + "46.0467+13.5353i", + "45.3262+13.5135i", + "43.5931+13.1057i", + "42.1531+12.6899i", + "38.9615+11.6408i", + "35.3779+10.4131i", + "32.5834+9.4526i", + "30.5564+8.7851i", + "29.1263+8.2469i", + "28.2251+7.9031i", + "27.8689+7.7345i", + "28.5857+7.9417i", + "30.2848+8.445i", + "31.4937+8.7439i", + "32.7148+9.0287i", + "33.3948+9.0875i", + "34.2065+9.274i", + "35.2559+9.5471i", + "36.3818+9.8764i", + "37.9955+10.4096i", + "39.6956+10.9922i", + "41.3478+11.6108i", + "42.3328+12.0675i", + "43.3011+12.5575i", + "43.6387+12.8598i", + "43.1912+12.9227i", + "42.0784+12.6527i", + "41.0724+12.3769i", + "38.2374+11.414i", + "34.9025+10.2363i", + "32.1912+9.2811i", + "30.7045+8.7308i", + "29.7248+8.3741i", + "28.8359+8.0514i", + "28.6369+7.9673i", + "28.931+8.0214i", + "30.2114+8.3818i", + "31.5576+8.7245i", + "32.5808+8.9499i", + "33.6547+9.1582i", + "34.2443+9.255i", + "35.4059+9.5774i", + "36.6044+9.9495i", + "38.3626+10.5471i", + "40.01+11.1308i", + "41.685+11.778i", + "43.0308+12.3535i", + "44.1712+12.9004i", + "44.5932+13.2143i", + "44.0511+13.2149i", + "42.7319+12.8441i", + "41.4948+12.4842i", + "38.4534+11.4257i", + "35.1475+10.2667i", + "32.3709+9.2857i", + "30.857+8.7772i", + "29.4503+8.2672i", + "28.5674+7.9439i", + "28.3184+7.8377i", + "29.0052+8.0564i", + "30.5626+8.5318i", + "32.0204+8.9144i", + "33.0158+9.1137i", + "33.7279+9.1802i", + "34.5443+9.3526i", + "35.686+9.6436i", + "36.9459+10.0296i", + "38.8124+10.6685i", + "40.6173+11.3084i", + "42.2599+11.942i", + "43.598+12.4991i", + "44.6035+12.9979i", + "45.0193+13.3284i", + "44.3184+13.2882i", + "42.8584+12.8692i", + "41.5398+12.4872i", + "38.695+11.5181i", + "35.244+10.3017i", + "32.4089+9.2885i", + "30.4435+8.4991i", + "28.9518+7.9526i", + "28.374+7.741i", + "28.0631+7.6136i", + "28.6765+7.8025i", + "30.1956+8.2889i", + "31.3309+8.5799i", + "32.3214+8.8205i", + "33.083+8.957i", + "33.8942+9.1633i", + "34.9482+9.4727i", + "36.5031+9.9895i", + "38.343+10.6453i", + "40.6776+11.4946i", + "42.4949+12.2045i", + "44.1725+12.888i", + "45.3156+13.4142i", + "45.472+13.5913i", + "44.6202+13.4458i", + "43.0275+12.9427i", + "41.6979+12.5289i", + "38.943+11.5644i", + "35.7759+10.4395i", + "33.0159+9.4416i", + "30.9157+8.665i", + "29.3069+8.0745i", + "28.2081+7.6679i", + "27.6631+7.4593i", + "27.6176+7.4239i", + "27.9833+7.5096i", + "28.1728+7.5219i", + "28.9386+7.7454i", + "30.2619+8.1525i", + "31.4163+8.4976i", + "32.5752+8.8564i", + "34.3087+9.4666i", + "36.3282+10.2048i", + "37.963+10.8085i", + "40.4983+11.7726i", + "41.9998+12.3768i", + "43.0089+12.8104i", + "43.7444+13.1589i", + "42.9828+12.9746i", + "41.6718+12.5381i", + "40.3606+12.0844i", + "37.74+11.1536i", + "34.8828+10.1317i", + "32.3412+9.2087i", + "30.12+8.5793i", + "28.6032+8.0157i", + "27.4547+7.5858i", + "26.8128+7.3293i", + "26.6153+7.2406i", + "26.8534+7.2623i", + "26.6818+7.1033i", + "28.1334+7.5592i", + "29.0104+7.7549i", + "30.2991+8.1026i", + "31.4791+8.4461i", + "32.7497+8.8305i", + "34.9419+9.6281i", + "37.297+10.4806i", + "39.6739+11.3612i", + "41.3409+11.9942i", + "42.7563+12.6273i", + "43.4802+13.067i", + "42.9052+13.0019i", + "41.357+12.5173i", + "39.9358+12.0612i", + "37.1606+11.1076i", + "33.9334+9.9413i", + "31.2466+8.9656i", + "29.4623+8.2963i", + "28.2059+7.8443i", + "27.2372+7.4941i", + "27.1282+7.4715i", + "27.911+7.7553i", + "29.8175+8.3346i", + "31.3625+8.763i", + "32.9959+9.2026i", + "34.477+9.501i", + "35.483+9.5759i", + "37.2095+10.0424i", + "38.8183+10.5065i", + "41.1093+11.3105i", + "43.5223+12.107i", + "45.2678+12.7293i", + "46.6034+13.2838i", + "47.4037+13.7432i", + "47.3916+14.0213i", + "46.1702+13.8479i", + "44.4761+13.3746i", + "42.792+12.8618i", + "39.4907+11.8127i", + "35.7345+10.5022i", + "32.9867+9.5587i", + "30.9796+8.8799i", + "29.4891+8.3331i", + "28.4523+7.9459i", + "28.1368+7.793i", + "28.8723+8.0105i", + "30.9283+8.6083i", + "32.2518+8.8775i", + "33.5083+9.1279i", + "34.5661+9.2827i", + "35.6433+9.5156i", + "36.9152+9.852i", + "38.6889+10.4092i", + "41.1241+11.2741i", + "43.6746+12.1673i", + "45.9425+13.0191i", + "47.4067+13.6413i", + "48.1099+14.0736i", + "47.6661+14.1432i", + "46.3646+13.9163i", + "44.6685+13.4569i", + "42.73+12.8845i", + "39.6097+11.8619i", + "35.9103+10.5855i", + "33.0825+9.5981i", + "30.9524+8.9009i", + "29.4801+8.3585i", + "28.5279+8.0254i", + "28.3053+7.9271i", + "29.0504+8.1398i", + "30.9402+8.6997i", + "32.4285+9.0387i", + "33.6517+9.304i", + "34.4626+9.3945i", + "35.2076+9.5475i", + "36.0381+9.7204i", + "37.1371+10.0387i", + "38.681+10.5684i", + "40.5994+11.2224i", + "42.2214+11.8778i", + "43.3355+12.3885i", + "44.1993+12.8393i", + "44.2729+13.0793i", + "43.3025+12.9446i", + "41.8772+12.554i", + "40.305+12.0807i", + "37.3561+11.1112i", + "34.091+9.9691i", + "31.5466+9.0762i", + "29.5749+8.5223i", + "28.2279+8.0298i", + "27.4415+7.7543i", + "27.2868+7.6745i", + "28.0042+7.876i", + "29.8641+8.4513i", + "30.9924+8.679i", + "32.353+9.0212i", + "33.0925+9.0903i", + "33.7323+9.1749i", + "34.558+9.3694i", + "35.4415+9.6123i", + "36.8069+10.0627i", + "38.2476+10.5568i", + "39.5224+11.0578i", + "40.5747+11.5001i", + "41.4799+11.9778i", + "41.6814+12.2202i", + "40.9421+12.1697i", + "40.0741+11.9876i", + "38.7042+11.5893i", + "36.0553+10.7012i", + "33.0173+9.6525i", + "30.4419+8.744i", + "28.7504+8.0231i", + "27.6017+7.5949i", + "26.8172+7.3058i", + "26.668+7.2392i", + "27.3288+7.4512i", + "29.0544+8.0264i", + "30.1925+8.3382i", + "31.1786+8.606i", + "31.8155+8.7459i", + "32.3906+8.897i", + "33.1221+9.1103i", + "33.661+9.2669i", + "34.9684+9.737i", + "36.3035+10.2273i", + "37.8638+10.8388i", + "39.3124+11.4305i", + "40.306+11.8808i", + "40.6836+12.1043i", + "39.9975+11.9749i", + "39.0753+11.7141i", + "37.9738+11.3524i", + "35.7893+10.5888i", + "33.0646+9.612i", + "30.5668+8.6897i", + "28.8372+8.1219i", + "27.5184+7.6282i", + "26.6488+7.3036i", + "26.2693+7.1581i", + "26.4562+7.2149i", + "27.0225+7.3967i", + "27.0928+7.3794i", + "27.8631+7.6256i", + "28.3123+7.7363i", + "29.5676+8.1711i", + "29.9177+8.2641i", + "30.3674+8.4063i", + "31.4118+8.7912i", + "32.6355+9.2437i", + "33.8982+9.727i", + "35.3384+10.2981i", + "36.4048+10.7375i", + "37.2184+11.0941i", + "37.0912+11.1038i", + "36.5366+10.9299i", + "35.7758+10.6658i", + "33.737+9.9235i", + "31.3889+9.0632i", + "29.5339+8.381i", + "27.7479+7.7838i", + "26.7152+7.3938i", + "25.7708+7.0369i", + "25.3152+6.8632i", + "25.2634+6.8389i", + "25.52+6.9124i", + "25.3702+6.8259i", + "26.0917+7.07i", + "26.7572+7.2706i", + "26.5616+7.1461i", + "27.2516+7.3701i", + "28.0297+7.6353i", + "29.3304+8.1129i", + "31.1111+8.7663i", + "32.9469+9.4535i", + "34.9896+10.2395i", + "36.6433+10.9057i", + "37.8279+11.4112i", + "37.7974+11.4488i", + "37.3768+11.3223i", + "36.4171+10.9849i", + "33.948+10.0822i", + "31.1386+9.0354i", + "28.8521+8.1797i", + "27.3818+7.6405i", + "26.3033+7.2608i", + "25.7005+7.0479i", + "25.6055+7.0273i", + "26.5281+7.3663i", + "28.5695+8.0445i", + "30.1563+8.5335i", + "31.4705+8.9286i", + "32.4462+8.9945i", + "32.9991+8.9671i", + "34.0802+9.2032i", + "35.447+9.562i", + "37.3325+10.1898i", + "39.4749+10.9016i", + "41.5135+11.6341i", + "43.0865+12.2704i", + "44.3466+12.888i", + "44.5305+13.1843i", + "43.7073+13.0829i", + "42.3193+12.7057i", + "40.5765+12.2087i", + "37.3123+11.1334i", + "33.8433+9.9319i", + "30.9953+8.9318i", + "29.2312+8.2572i", + "28.0494+7.8217i", + "27.203+7.5021i", + "26.9118+7.3615i", + "27.7852+7.6111i", + "29.764+8.1923i", + "31.1545+8.5196i", + "32.347+8.7582i", + "33.7658+9.054i", + "34.7487+9.2825i", + "35.7847+9.5462i", + "37.3884+10.0445i", + "39.6382+10.8452i", + "42.0633+11.7143i", + "44.2415+12.5568i", + "45.9484+13.2944i", + "46.9329+13.8194i", + "47.1408+14.0903i", + "46.1675+13.9963i", + "44.7191+13.6026i", + "43.0334+13.0869i", + "39.2188+11.7775i", + "35.3553+10.4157i", + "32.3271+9.3391i", + "30.4731+8.5734i", + "28.957+8.0195i", + "28.0588+7.7089i", + "27.8788+7.6246i", + "28.5719+7.7875i", + "30.5738+8.3592i", + "32.2855+8.7582i", + "33.3541+8.9411i", + "34.4666+9.0887i", + "35.8596+9.4281i", + "37.705+9.9901i", + "39.8832+10.7209i", + "42.5787+11.6639i", + "45.2969+12.6226i", + "47.6758+13.5792i", + "49.6711+14.4735i", + "50.7038+15.0163i", + "50.7245+15.2402i", + "49.3119+15.0117i", + "47.663+14.5673i", + "45.4334+13.8517i", + "41.4289+12.4903i", + "37.1659+10.9966i", + "33.8468+9.8088i", + "31.6377+8.9125i", + "29.9455+8.2859i", + "28.9477+7.9253i", + "28.5773+7.7661i", + "29.201+7.9115i", + "31.0767+8.4374i", + "32.7273+8.8164i", + "34.4952+9.2659i", + "35.7147+9.4858i", + "36.971+9.8446i", + "38.4145+10.2539i", + "40.6321+11.012i", + "43.2913+11.985i", + "45.8765+12.9111i", + "48.247+13.8588i", + "50.2161+14.6769i", + "51.0973+15.1854i", + "50.7013+15.2207i", + "49.4801+15.0129i", + "47.7518+14.5219i", + "45.7298+13.8882i", + "41.5567+12.4413i", + "37.2926+10.9268i", + "34.1187+9.7946i", + "31.8904+9.0925i", + "30.1335+8.4504i", + "29.1148+8.0755i", + "28.6802+7.8905i", + "29.3753+8.0677i", + "31.034+8.5314i", + "32.7571+8.9452i", + "34.3758+9.3624i", + "35.3352+9.5224i", + "36.4172+9.8143i", + "37.7642+10.244i", + "39.5714+10.8509i", + "41.6362+11.5837i", + "43.5987+12.2903i", + "45.531+13.0359i", + "46.9372+13.6522i", + "47.4739+13.9972i", + "46.9377+13.9604i", + "45.4037+13.6102i", + "43.6816+13.1147i", + "41.4706+12.407i", + "38.4346+11.382i", + "35.1722+10.2392i", + "32.4168+9.2577i", + "30.4178+8.6823i", + "28.763+8.0726i", + "27.7896+7.7202i", + "27.1702+7.491i", + "27.2131+7.4894i", + "27.8101+7.6739i", + "27.99+7.6957i", + "29.3661+8.1745i", + "30.0241+8.3309i", + "30.5447+8.4281i", + "31.0696+8.5511i", + "31.6694+8.7143i", + "32.8476+9.1399i", + "34.4275+9.7172i", + "35.9199+10.2725i", + "37.4983+10.8907i", + "38.4157+11.2637i", + "38.8649+11.4912i", + "38.2743+11.3551i", + "37.5418+11.1495i", + "36.2743+10.7092i", + "34.1204+9.9692i", + "31.787+9.1446i", + "29.5591+8.3461i", + "27.8138+7.8948i", + "26.6403+7.4759i", + "25.8275+7.1883i", + "25.374+7.0253i", + "25.3722+7.0189i", + "25.7048+7.1099i", + "25.5265+6.9926i", + "26.4104+7.2892i", + "26.8657+7.3776i", + "26.9681+7.3377i", + "27.2739+7.3667i", + "27.8691+7.5231i", + "29.1056+7.941i", + "30.8135+8.5768i", + "32.3878+9.1718i", + "34.2257+9.8749i", + "36.194+10.638i", + "37.4501+11.1485i", + "37.4685+11.2191i", + "37.114+11.1438i", + "35.9685+10.7651i", + "33.4785+9.901i", + "30.6186+8.8944i", + "28.3733+8.0976i", + "26.8428+7.5423i", + "25.9143+7.2198i", + "25.445+7.0484i", + "25.4744+7.0774i", + "26.5547+7.4716i", + "28.753+8.184i", + "30.4767+8.6893i", + "31.6587+8.9751i", + "32.1893+8.9274i", + "32.5024+8.8536i", + "32.9527+8.9062i", + "33.7082+9.0716i", + "34.789+9.409i", + "36.5896+10.0151i", + "38.3968+10.6743i", + "40.0793+11.326i", + "41.391+11.9434i", + "41.8799+12.3497i", + "41.1919+12.2967i", + "40.6816+12.2351i", + "38.8346+11.6524i", + "35.7609+10.6886i", + "32.429+9.5259i", + "29.97+8.667i", + "28.3424+8.0724i", + "27.1226+7.6441i", + "26.3703+7.3929i", + "26.313+7.3502i", + "27.1529+7.5818i", + "29.182+8.1395i", + "30.9325+8.6314i", + "31.666+8.8368i", + "32.3951+8.9855i", + "32.9121+9.0142i", + "33.7681+9.1625i", + "34.479+9.2909i", + "36.2121+9.8536i", + "38.093+10.4714i", + "40.1043+11.1973i", + "41.9214+11.9149i", + "43.273+12.5279i", + "43.4381+12.7231i", + "42.5083+12.6211i", + "41.6387+12.5001i", + "39.8834+11.9715i", + "36.5871+10.9068i", + "33.0855+9.755i", + "30.4859+8.8591i", + "28.812+8.0774i", + "27.4592+7.5806i", + "26.6968+7.2967i", + "26.5001+7.2146i", + "27.366+7.4712i", + "29.3533+8.0857i", + "30.7891+8.4379i", + "31.7486+8.6319i", + "32.6202+8.7536i", + "33.4707+8.9194i", + "34.7209+9.2694i", + "36.2029+9.7368i", + "38.4084+10.5114i", + "41.0488+11.46i", + "43.3274+12.3299i", + "45.2318+13.1277i", + "46.545+13.7606i", + "46.6827+14.0055i", + "45.6934+13.8396i", + "44.76+13.6279i", + "42.3379+12.8416i", + "38.7049+11.5899i", + "35.1261+10.3306i", + "32.3125+9.3239i", + "30.1469+8.5367i", + "28.8643+8.0785i", + "28.0098+7.7793i", + "27.6598+7.6202i", + "28.6632+7.9148i", + "30.8518+8.5954i", + "32.4346+8.9782i", + "33.5308+9.205i", + "34.3532+9.3236i", + "35.0274+9.4439i", + "36.2298+9.755i", + "37.8334+10.2656i", + "39.9174+10.9906i", + "41.8643+11.6703i", + "43.57+12.3611i", + "45.1449+13.05i", + "46.033+13.5282i", + "45.691+13.5873i", + "44.3029+13.3181i", + "43.1541+13.0271i", + "41.0546+12.3557i", + "37.7499+11.2221i", + "34.2058+9.9764i", + "31.5657+9.0358i", + "29.8055+8.3534i", + "28.4747+7.8612i", + "27.7519+7.597i", + "27.5492+7.5193i", + "28.3374+7.7426i", + "30.3884+8.388i", + "32.2078+8.8902i", + "33.1099+9.0888i", + "33.7494+9.1777i", + "34.2352+9.2725i", + "35.3599+9.6189i", + "36.5434+9.9915i", + "38.0892+10.5382i", + "39.9848+11.2257i", + "41.8951+11.962i", + "43.6098+12.6793i", + "44.59+13.1633i", + "44.4475+13.257i", + "43.2943+13.0246i", + "42.1526+12.6913i", + "40.3856+12.1038i", + "37.7025+11.1815i", + "34.7154+10.1376i", + "32.2418+9.2522i", + "30.4245+8.5091i", + "28.9701+7.9739i", + "27.9156+7.5821i", + "27.4274+7.3993i", + "27.4756+7.3773i", + "28.1708+7.5632i", + "28.5346+7.6115i", + "29.8032+8.0093i", + "30.7078+8.2489i", + "31.7513+8.5632i", + "33.1893+9.0352i", + "34.6374+9.5285i", + "36.578+10.2377i", + "38.6717+11.0051i", + "40.74+11.8016i", + "42.5328+12.5253i", + "43.8238+13.0723i", + "44.3114+13.3435i", + "43.2698+13.0672i", + "42.2377+12.7349i", + "40.4493+12.1237i", + "37.7668+11.1831i", + "34.9975+10.1918i", + "32.39+9.2497i", + "30.3971+8.6506i", + "28.7571+8.0433i", + "27.8798+7.7177i", + "27.1928+7.465i", + "26.9897+7.3691i", + "27.3609+7.4171i", + "27.3573+7.2957i", + "28.835+7.7491i", + "29.9324+7.9483i", + "30.8957+8.163i", + "32.8839+8.77i", + "34.7889+9.3753i", + "37.2788+10.2717i", + "39.9998+11.2254i", + "42.2276+12.0507i", + "43.875+12.7059i", + "45.2795+13.3887i", + "45.7251+13.7718i", + "44.6402+13.5331i", + "43.7696+13.3222i", + "41.6568+12.601i", + "38.3539+11.4658i", + "34.8556+10.208i", + "31.9786+9.1732i", + "30.1615+8.504i", + "28.8947+8.0915i", + "28.0948+7.8318i", + "27.9128+7.802i", + "28.7938+8.1215i", + "31.0505+8.8172i", + "33.0951+9.3698i", + "34.5297+9.7277i", + "35.9845+9.9321i", + "37.3354+10.1409i", + "39.111+10.5901i", + "41.2376+11.1299i", + "43.559+11.8943i", + "46.1511+12.7749i", + "48.2678+13.524i", + "50.0192+14.2814i", + "50.7603+14.6687i", + "50.4384+14.77i", + "48.8225+14.4455i", + "47.4504+14.1678i", + "44.7512+13.3401i", + "40.9456+12.1754i", + "36.9497+10.8503i", + "33.9075+9.8331i", + "31.7765+9.207i", + "30.3168+8.6536i", + "29.2739+8.2666i", + "29.0833+8.1642i", + "29.7769+8.2993i", + "31.9815+8.9036i", + "33.905+9.3576i", + "35.1437+9.583i", + "36.2434+9.696i", + "37.4672+9.9359i", + "39.15+10.3938i", + "41.1913+11.06i", + "43.6321+11.9047i", + "45.9127+12.712i", + "47.8181+13.4647i", + "49.2294+14.1428i", + "49.9494+14.5968i", + "49.4925+14.6743i", + "47.8465+14.3914i", + "46.6092+14.0876i", + "43.955+13.2526i", + "40.3766+12.0854i", + "36.4796+10.7582i", + "33.6926+9.7839i", + "31.7284+9.0843i", + "30.2485+8.5511i", + "29.2885+8.2051i", + "28.9083+8.0726i", + "29.78+8.358i", + "31.9383+9.0168i", + "33.9125+9.5781i", + "34.8622+9.7727i", + "35.516+9.7424i", + "36.2618+9.8149i", + "37.3886+10.0995i", + "38.5554+10.3848i", + "40.3514+11.0035i", + "42.3236+11.679i", + "44.3415+12.4044i", + "45.5802+12.9619i", + "46.5999+13.5291i", + "46.2055+13.6418i", + "45.0475+13.4425i", + "44.3616+13.3529i", + "42.0409+12.5849i", + "38.6878+11.4804i", + "35.2036+10.2816i", + "32.477+9.33i", + "30.6933+8.7497i", + "29.3514+8.2797i", + "28.5686+8.0112i", + "28.2904+7.8897i", + "29.2343+8.1723i", + "31.5882+8.874i", + "33.5895+9.4037i", + "34.4639+9.514i", + "35.598+9.6699i", + "36.4434+9.7891i", + "37.4355+9.9975i", + "38.5975+10.341i", + "40.6629+11.056i", + "42.9257+11.8533i", + "44.821+12.5962i", + "46.8453+13.4368i", + "47.7851+13.9441i", + "47.7221+14.1266i", + "46.2228+13.8579i", + "45.1903+13.6224i", + "42.9983+12.9425i", + "39.6414+11.8434i", + "35.8092+10.5327i", + "32.9434+9.5215i", + "31.1071+8.7725i", + "29.703+8.2667i", + "28.8604+7.957i", + "28.4955+7.8075i", + "29.1933+8.0208i", + "31.0471+8.5972i", + "32.7233+9.0478i", + "33.9713+9.3447i", + "35.0827+9.5475i", + "36.3496+9.8828i", + "37.6643+10.2432i", + "39.0455+10.671i", + "40.9665+11.3294i", + "43.2961+12.1369i", + "45.3108+12.9025i", + "47.0946+13.658i", + "47.7646+14.0263i", + "47.5376+14.1263i", + "45.6797+13.6623i", + "44.2656+13.2865i", + "42.0042+12.5659i", + "39.0257+11.5549i", + "35.8258+10.4565i", + "33.1342+9.5148i", + "31.0707+8.7364i", + "29.4304+8.1279i", + "28.3644+7.7376i", + "27.651+7.4666i", + "27.6406+7.4354i", + "28.2105+7.5819i", + "28.4433+7.5864i", + "29.6176+7.9637i", + "30.8751+8.3269i", + "31.459+8.4397i", + "32.6507+8.791i", + "34.8535+9.5513i", + "37.3374+10.4468i", + "39.8054+11.3508i", + "42.0716+12.2146i", + "44.0151+12.9859i", + "45.2361+13.5025i", + "45.7467+13.7848i", + "44.2916+13.372i", + "42.8951+12.9317i", + "40.6816+12.1564i", + "37.8671+11.1633i", + "35.0469+10.1609i", + "32.495+9.2448i", + "30.4305+8.4558i", + "28.9349+7.9013i", + "27.7945+7.4827i", + "27.1589+7.2502i", + "26.9712+7.1744i", + "27.3102+7.2728i", + "27.1377+7.1968i", + "27.8204+7.4512i", + "29.2382+7.9159i", + "30.0943+8.1474i", + "31.8507+8.7031i", + "34.1327+9.4854i", + "36.5994+10.3791i", + "38.8748+11.2087i", + "41.1996+12.0742i", + "42.9758+12.7426i", + "44.1838+13.2331i", + "44.4696+13.3966i", + "43.0609+12.9508i", + "42.0959+12.639i", + "40.1139+11.911i", + "37.5528+11.0266i", + "34.6143+9.9861i", + "32.203+9.1208i", + "29.9864+8.5997i", + "28.6452+8.1988i", + "27.4174+7.7951i", + "27.3294+7.7649i", + "27.4673+7.8142i", + "28.3196+8.0022i", + "28.6346+7.8741i", + "29.6999+8.1402i", + "31.1691+8.4452i", + "33.0812+8.8818i", + "35.4119+9.5404i", + "37.9652+10.2442i", + "40.8349+11.1907i", + "43.1604+11.9606i", + "45.0691+12.6744i", + "46.5266+13.2362i", + "47.1523+13.5765i", + "47.2776+13.8323i", + "45.529+13.4381i", + "44.5106+13.2341i", + "42.3244+12.6435i", + "38.7125+11.5227i", + "35.171+10.3802i", + "32.5064+9.504i", + "30.7503+8.7744i", + "29.3943+8.2839i", + "28.6803+8.0183i", + "28.531+7.9423i", + "29.4756+8.2024i", + "31.94+8.8775i", + "34.135+9.3897i", + "35.6987+9.7361i", + "37.4075+10.087i", + "38.8291+10.3981i", + "40.7263+10.9115i", + "42.4841+11.4197i", + "44.695+12.1946i", + "46.7763+12.8797i", + "48.8056+13.6608i", + "50.2615+14.37i", + "51.0097+14.8815i", + "50.6692+15.0793i", + "49.0621+14.8191i", + "47.97+14.5765i", + "44.845+13.5722i", + "41.0788+12.3464i", + "37.1308+11.012i", + "34.2207+10.001i", + "32.1961+9.255i", + "30.6509+8.7245i", + "29.7911+8.4268i", + "29.4107+8.2984i", + "30.2085+8.5588i", + "32.425+9.2736i", + "34.4347+9.727i", + "35.7608+9.9645i", + "37.3922+10.1929i", + "38.9795+10.4547i", + "41.3184+11.1013i", + "43.4623+11.724i", + "45.7555+12.5047i", + "48.4157+13.3703i", + "50.9276+14.268i", + "50.8893+14.3275i", + "50.3629+14.3481i", + "49.414+14.3988i", + "48.0749+14.2799i", + "47.2426+14.1762i", + "45.1414+13.5607i", + "41.5732+12.4781i", + "37.7279+11.1821i", + "34.7388+10.1699i", + "32.6881+9.3942i", + "31.1704+8.8622i", + "30.213+8.5223i", + "29.9307+8.4162i", + "30.7441+8.6464i", + "33.0927+9.3397i", + "35.2353+9.8681i", + "36.4596+10.0908i", + "37.8807+10.3287i", + "39.4085+10.6653i", + "40.8626+11.0485i", + "42.0723+11.3517i", + "43.9431+12.0247i", + "45.9204+12.6799i", + "47.645+13.3663i", + "48.8096+13.9037i", + "49.113+14.2273i", + "48.5144+14.2624i", + "46.978+13.9977i", + "46.2255+13.8666i", + "44.1761+13.2478i", + "40.5955+12.0875i", + "36.8107+10.8031i", + "33.9435+9.8231i", + "32.0162+9.1008i", + "30.6308+8.6067i", + "29.6722+8.2679i", + "29.3873+8.1469i", + "30.1385+8.3513i", + "32.1411+8.9402i", + "33.9393+9.3651i", + "35.2667+9.679i", + "36.7038+9.9981i", + "37.9555+10.2997i", + "39.3893+10.6937i", + "40.9464+11.1841i", + "42.8759+11.8857i", + "44.538+12.4747i", + "46.2119+13.1356i", + "47.6047+13.7684i", + "48.3057+14.1611i", + "47.6512+14.1013i", + "45.8341+13.679i", + "44.6954+13.3762i", + "42.4803+12.6605i", + "39.5446+11.6978i", + "36.3048+10.6035i", + "33.5071+9.6257i", + "31.2262+9.0816i", + "29.6967+8.5763i", + "28.5698+8.1954i", + "27.9108+7.9617i", + "27.8641+7.9685i", + "28.5747+8.1578i", + "28.7853+8.2147i", + "29.7969+8.6244i", + "31.0951+8.9051i", + "32.5451+9.1556i", + "34.2783+9.488i", + "35.7951+9.8752i", + "36.9727+10.2935i", + "38.116+10.6455i", + "39.1346+10.9663i", + "40.2942+11.3434i", + "40.6122+11.493i", + "40.7681+11.6394i", + "39.4548+11.3138i", + "38.6813+11.1504i", + "36.8578+10.5792i", + "34.5461+9.925i", + "32.2083+9.265i", + "29.8828+8.547i", + "28.2934+8.1181i", + "26.9371+7.6319i", + "26.0744+7.3273i", + "25.4871+7.1213i", + "25.7287+7.202i", + "26.0872+7.2938i", + "26.0708+7.1758i", + "26.8554+7.4317i", + "27.1654+7.4572i", + "27.2855+7.4113i", + "27.6879+7.4918i", + "28.2894+7.6633i", + "29.1353+7.9451i", + "30.5459+8.4633i", + "32.1626+9.0925i", + "33.9856+9.8021i", + "35.0743+10.2358i", + "36.145+10.6962i", + "35.9057+10.6686i", + "36.2281+10.8431i", + "34.6691+10.3311i", + "32.4309+9.5596i", + "29.769+8.6386i", + "27.7564+7.9278i", + "26.5962+7.5143i", + "26.1706+7.4014i", + "25.5943+7.2111i", + "25.7645+7.2879i", + "26.4091+7.5126i", + "28.6998+8.2805i", + "30.632+8.8498i", + "31.31+8.9887i", + "32.4053+9.1796i", + "32.3684+8.9373i", + "32.5257+8.8168i", + "32.9414+8.819i", + "34.2377+9.2606i", + "35.4211+9.6325i", + "36.9234+10.1604i", + "38.2915+10.7146i", + "39.3545+11.2394i", + "39.4899+11.5064i", + "38.7705+11.4541i", + "38.6293+11.5058i", + "36.7591+10.94i", + "34.1097+10.1001i", + "31.1465+9.102i", + "29.1606+8.4331i", + "28.0728+8.0496i", + "27.1549+7.7119i", + "26.475+7.455i", + "26.5179+7.4504i", + "27.393+7.7176i", + "29.657+8.4697i", + "31.4463+8.9923i", + "32.0551+9.0859i", + "32.5058+9.1282i", + "32.7733+9.133i", + "33.0165+9.1454i", + "32.4024+8.8339i", + "32.828+8.9329i", + "33.7218+9.229i", + "34.7542+9.6335i", + "35.9658+10.1459i", + "36.442+10.4083i", + "36.5934+10.6058i", + "36.6097+10.8016i", + "37.0003+11.0423i", + "35.4098+10.5342i", + "33.0677+9.7371i", + "30.4818+8.8304i", + "28.4197+8.093i", + "27.219+7.7036i", + "26.379+7.3916i", + "25.765+7.1787i", + "25.7271+7.1552i", + "26.6365+7.4472i", + "28.7125+8.127i", + "30.5644+8.6603i", + "31.4992+8.8839i", + "32.0636+8.931i", + "32.0388+8.7942i", + "32.3766+8.8018i", + "32.6759+8.8421i", + "33.8127+9.2179i", + "35.0097+9.6055i", + "36.2403+10.0549i", + "37.6384+10.6724i", + "38.8454+11.2322i", + "39.3225+11.5638i", + "38.6311+11.5129i", + "38.6615+11.6303i", + "36.9808+11.1168i", + "34.2294+10.1683i", + "31.3639+9.1551i", + "29.32+8.4332i", + "27.9379+7.8708i", + "26.9077+7.4973i", + "26.2495+7.2673i", + "26.0874+7.197i", + "26.7809+7.3986i", + "29.0169+8.0859i", + "30.8358+8.5635i", + "31.9469+8.7977i", + "32.7783+8.9069i", + "33.3781+8.9501i", + "34.3712+9.1734i", + "35.5096+9.4944i", + "37.4248+10.1592i", + "40.0979+11.1215i", + "42.0006+11.8422i", + "44.2323+12.7692i", + "45.3527+13.3169i", + "45.4418+13.5349i", + "43.861+13.2134i", + "42.8937+13.0085i", + "40.2724+12.1711i", + "36.9793+11.0607i", + "33.6485+9.9055i", + "30.9945+8.9694i", + "29.7219+8.2892i", + "28.3597+7.7875i", + "27.4834+7.478i", + "27.2856+7.3887i", + "28.0567+7.6042i", + "30.1679+8.2197i", + "31.9701+8.6608i", + "32.9684+8.851i", + "34.4511+9.2118i", + "35.6945+9.5277i", + "37.1367+9.9472i", + "39.1113+10.6319i", + "41.3903+11.4531i", + "44.1962+12.4875i", + "46.7289+13.4824i", + "48.6705+14.332i", + "48.8999+14.5739i", + "48.2325+14.4974i", + "46.1445+13.9576i", + "44.7971+13.5834i", + "42.0848+12.6973i", + "38.8115+11.5781i", + "35.6239+10.4594i", + "32.7618+9.4282i", + "30.5198+8.7093i", + "29.0014+8.1976i", + "27.8475+7.8131i", + "27.1044+7.5689i", + "26.9942+7.5081i", + "27.686+7.6911i", + "27.9018+7.6833i", + "29.2937+8.1771i", + "30.8874+8.5787i", + "32.3746+8.865i", + "33.9491+9.1795i", + "35.9514+9.7502i", + "38.654+10.685i", + "41.3572+11.6308i", + "43.6499+12.4883i", + "45.3268+13.1382i", + "46.1537+13.491i", + "45.7512+13.4613i", + "43.9406+12.999i", + "42.3569+12.4361i", + "39.8725+11.6743i", + "36.9132+10.7767i", + "34.1195+9.8965i", + "31.5761+9.0657i", + "29.3264+8.5512i", + "27.8354+7.998i", + "26.9236+7.6594i", + "26.1634+7.3742i", + "26.1712+7.3243i", + "26.5482+7.3497i", + "26.5828+7.1976i", + "27.3998+7.3811i", + "28.637+7.6343i", + "29.654+7.865i", + "30.3614+8.0252i", + "31.8508+8.5217i", + "33.7768+9.2147i", + "36.0777+10.0489i", + "37.0813+10.4792i", + "37.9196+10.8493i", + "38.4212+11.1892i", + "38.8346+11.5574i", + "38.3818+11.5818i", + "38.0541+11.5127i", + "36.1831+10.8912i", + "33.6158+10.0386i", + "30.8535+9.0692i", + "28.7368+8.3248i", + "27.6057+7.9659i", + "26.516+7.6425i", + "25.9834+7.508i", + "25.976+7.5159i", + "27.0578+7.8774i", + "29.4895+8.6208i", + "31.6363+9.1863i", + "32.3546+9.3983i", + "33.4532+9.6295i", + "33.6328+9.4347i", + "33.9644+9.3856i", + "34.6841+9.4375i", + "35.1694+9.5746i", + "36.6247+10.0367i", + "37.8069+10.5048i", + "38.6015+10.833i", + "38.6165+10.8843i", + "38.4211+10.9313i", + "38.0384+10.8564i", + "37.9277+10.8512i", + "35.8676+10.3741i", + "33.2713+9.6218i", + "30.6222+8.8614i", + "28.4553+8.2092i", + "27.6789+7.9327i", + "26.6542+7.5689i", + "26.0797+7.3672i", + "26.1522+7.4044i", + "26.2996+7.4352i", + "28.5358+8.1643i", + "30.3004+8.6709i", + "31.1614+8.8561i", + "31.5803+8.7757i", + "32.0433+8.7502i", + "32.3088+8.7314i", + "32.6834+8.7494i", + "33.5539+9.0416i", + "35.0131+9.5439i", + "36.259+10.0808i", + "37.0477+10.4394i", + "37.8368+10.8548i", + "38.0236+11.1341i", + "37.8641+11.2603i", + "37.6664+11.2693i", + "35.7794+10.6737i", + "33.4666+9.9387i", + "30.7136+8.9875i", + "28.7038+8.2873i", + "27.1092+7.7938i", + "26.2929+7.5131i", + "25.6541+7.292i", + "25.7075+7.3109i", + "26.5589+7.5954i", + "28.6919+8.2522i", + "30.6356+8.7795i", + "31.5351+8.9412i", + "32.0049+8.9034i", + "32.5855+8.9539i", + "33.2319+9.0465i", + "33.1494+8.9006i", + "33.8329+9.1417i", + "34.6737+9.4236i", + "35.7105+9.8468i", + "36.7294+10.2865i", + "37.5043+10.7103i", + "37.4718+10.8944i", + "37.1592+11.0201i", + "37.077+11.0719i", + "35.3614+10.5391i", + "32.8479+9.7236i", + "30.2738+8.8605i", + "28.1697+8.1397i", + "28.2292+8.1777i", + "26.0869+7.3695i", + "25.6674+7.2331i", + "25.6211+7.2092i", + "26.5454+7.5125i", + "28.7329+8.2029i", + "30.7787+8.78i", + "31.0841+8.738i", + "31.6865+8.8461i", + "32.188+8.9432i", + "31.9429+8.768i", + "32.0001+8.746i", + "32.5916+8.9161i", + "33.074+9.0594i", + "33.4962+9.2261i", + "34.7652+9.7803i", + "35.3787+10.1146i", + "35.3642+10.2433i", + "35.6914+10.5471i", + "35.8083+10.6708i", + "34.47+10.262i", + "32.2085+9.5098i", + "29.6833+8.6342i", + "28.429+8.2056i", + "27.3422+7.7487i", + "26.3797+7.3948i", + "25.511+7.0769i", + "25.4166+7.0367i", + "26.2642+7.328i", + "28.2967+7.984i", + "29.9481+8.4439i", + "30.7638+8.6172i", + "31.3155+8.7252i", + "31.3194+8.6419i", + "31.4856+8.6341i", + "31.7896+8.7088i", + "32.5267+8.9565i", + "33.7592+9.398i", + "35.1365+9.9393i", + "36.0163+10.3174i", + "36.3631+10.5317i", + "36.5112+10.7186i", + "36.21+10.7434i", + "35.9215+10.7053i", + "34.4938+10.241i", + "32.5849+9.6009i", + "30.4265+8.8466i", + "28.3763+8.1059i", + "27.2144+7.6268i", + "26.5054+7.3789i", + "25.7489+7.1071i", + "25.4546+7.0044i", + "25.5567+7.0328i", + "26.3572+7.2924i", + "26.8522+7.4208i", + "27.6392+7.6977i", + "28.0567+7.7793i", + "28.3757+7.814i", + "28.6727+7.8328i", + "29.3314+8.0236i", + "30.4149+8.4059i", + "32.0097+8.9869i", + "34.1037+9.7821i", + "35.6158+10.3591i", + "36.7145+10.8054i", + "37.298+11.0792i", + "36.9199+11.025i", + "36.2688+10.8014i", + "34.6754+10.262i", + "32.7038+9.5899i", + "30.3548+8.7679i", + "28.3156+8.0298i", + "26.7946+7.6631i", + "25.8535+7.321i", + "24.8687+6.9496i", + "24.4981+6.8116i", + "24.4938+6.7959i", + "24.9404+6.8884i", + "24.8822+6.7583i", + "25.8202+7.0325i", + "26.5757+7.1727i", + "27.3818+7.3437i", + "28.4043+7.6178i", + "29.5661+7.9859i", + "30.8632+8.4406i", + "31.7793+8.7301i", + "33.422+9.3569i", + "35.3035+10.091i", + "37.2209+10.9126i", + "37.955+11.3357i", + "37.8054+11.439i", + "37.2624+11.3033i", + "35.4957+10.708i", + "32.8981+9.8094i", + "30.2259+8.8543i", + "28.0942+8.0943i", + "27.2271+7.6304i", + "26.2973+7.2952i", + "25.7753+7.1092i", + "25.815+7.1316i", + "26.4404+7.3658i", + "28.5762+8.0979i", + "30.8185+8.8255i", + "31.6688+9.0405i", + "32.0807+8.9984i", + "32.5044+8.9835i", + "34.2433+9.4999i", + "34.0666+9.2908i", + "35.0819+9.6065i", + "36.5783+10.07i", + "38.1269+10.612i", + "39.453+11.1202i", + "40.3198+11.5575i", + "40.1752+11.7143i", + "39.7412+11.7774i", + "38.9739+11.5997i", + "38.5501+11.5683i", + "38.4524+11.6729i", + "31.2227+9.014i", + "29.0761+8.2581i", + "27.7895+7.7546i", + "27.3573+7.6025i", + "26.5482+7.3036i", + "26.4327+7.2405i", + "27.2496+7.4822i", + "29.0874+8.0265i", + "31.1544+8.6171i", + "31.6613+8.6297i", + "32.8338+8.9044i", + "33.7115+9.1309i", + "34.5901+9.3424i", + "35.698+9.6607i", + "37.7206+10.3406i", + "39.2566+10.8641i", + "41.4155+11.6885i", + "43.2673+12.4486i", + "44.6267+13.0757i", + "44.409+13.1856i", + "43.5178+13.107i", + "42.3536+12.7831i", + "42.1432+12.8283i", + "42.0601+12.9173i", + "33.4807+9.7363i", + "31.0161+8.8513i", + "29.206+8.3029i", + "27.8844+7.8224i", + "27.0127+7.5185i", + "26.8264+7.431i", + "27.5481+7.631i", + "29.8584+8.3215i", + "32.2914+8.9908i", + "33.0346+9.0465i", + "34.4368+9.381i", + "35.3615+9.5497i", + "36.7594+9.9106i", + "38.2288+10.3404i", + "39.5945+10.7866i", + "41.523+11.4076i", + "43.6023+12.1955i", + "44.9695+12.8584i", + "45.7935+13.3618i", + "44.9708+13.3004i", + "44.2845+13.347i", + "42.9062+12.9605i", + "40.5859+12.2553i", + "40.0884+12.204i", + "33.9233+9.9685i", + "31.3684+9.0781i", + "29.6885+8.5913i", + "28.3636+8.1267i", + "27.5853+7.8552i", + "27.3729+7.765i", + "28.2225+8.0334i", + "30.6355+8.7721i", + "33.0486+9.4222i", + "33.8365+9.5123i", + "34.6127+9.5981i", + "35.2131+9.6699i", + "35.6502+9.7062i", + "35.9843+9.7728i", + "36.9808+10.1044i", + "37.7607+10.3499i", + "38.4845+10.6574i", + "39.1259+10.9906i", + "39.2425+11.1544i", + "39.105+11.3257i", + "39.0083+11.5665i", + "38.3652+11.4337i", + "36.6549+10.9252i", + "34.3486+10.1761i", + "31.5887+9.2424i", + "29.4868+8.5194i", + "28.0513+8.0588i", + "27.0839+7.7029i", + "26.4824+7.4833i", + "26.3419+7.4172i", + "27.2754+7.7191i", + "29.4781+8.4356i", + "31.6969+9.1023i", + "32.5045+9.2503i", + "32.9617+9.2977i", + "33.7818+9.5227i", + "34.0727+9.5466i", + "33.7291+9.3634i", + "33.9246+9.3985i", + "34.0352+9.3946i", + "34.1957+9.4565i", + "34.5244+9.6421i", + "34.807+9.8328i", + "34.5348+9.8771i", + "35.0801+10.2815i", + "34.582+10.1731i", + "33.4359+9.8382i", + "31.7153+9.281i", + "29.7089+8.6033i", + "27.8482+7.9538i", + "26.5703+7.573i", + "25.6184+7.2133i", + "24.9441+6.9616i", + "24.6268+6.8376i", + "24.8335+6.9056i", + "25.6513+7.1867i", + "26.4578+7.4475i", + "27.7671+7.9114i", + "28.1423+8.0258i", + "28.2135+8.0342i", + "27.989+7.9272i", + "27.6972+7.8001i", + "27.3233+7.6476i", + "27.3588+7.6471i", + "27.7445+7.7959i", + "28.2431+8.0019i", + "28.4762+8.1115i", + "29.3665+8.4846i", + "30.8141+9.0814i", + "30.6174+9.0289i", + "29.6608+8.6879i", + "28.3824+8.2224i", + "26.8171+7.6432i", + "25.534+7.1673i", + "24.9055+7.1283i", + "24.1196+6.8395i", + "23.4141+6.5805i", + "23.1582+6.4844i", + "23.3031+6.5259i", + "23.7793+6.6841i", + "23.9479+6.7103i", + "23.9067+6.6731i", + "24.2007+6.7655i", + "23.9409+6.6412i", + "23.8556+6.584i", + "23.8706+6.568i", + "23.876+6.5622i", + "23.883+6.5546i", + "24.829+6.906i", + "26.1886+7.42i", + "26.9451+7.7288i", + "28.4001+8.2989i", + "30.1776+9.0055i", + "30.1554+9.0156i", + "29.0737+8.6296i", + "27.4841+8.0601i", + "25.7145+7.4162i", + "24.6668+7.0442i", + "23.821+6.725i", + "23.2172+6.5414i", + "22.9436+6.4541i", + "23.0962+6.5286i", + "24.2002+6.9479i", + "25.9953+7.5613i", + "28.0221+8.208i", + "28.3509+8.2753i", + "27.9677+8.0337i", + "27.5841+7.7658i", + "27.4368+7.6157i", + "27.2037+7.4174i", + "27.331+7.4067i", + "28.4597+7.775i", + "28.7934+7.8605i", + "29.5005+8.1439i", + "30.0799+8.4118i", + "31.1137+8.9001i", + "32.7887+9.6182i", + "32.3065+9.488i", + "30.926+9.1292i", + "28.932+8.4905i", + "26.7815+7.7831i", + "24.3871+6.9419i", + "23.3915+6.6297i", + "22.956+6.4739i", + "22.508+6.3152i", + "22.7513+6.4126i", + "23.4122+6.6448i", + "25.5663+7.345i", + "27.1975+7.8118i", + "27.3405+7.7702i", + "27.6822+7.7726i", + "27.8807+7.7494i", + "26.9839+7.3389i", + "26.5875+7.1233i", + "27.472+7.4408i", + "28.0245+7.5881i", + "28.5298+7.8323i", + "29.0543+8.0456i", + "30.057+8.5009i", + "30.9777+9.0091i", + "32.7706+9.8251i", + "32.5143+9.7639i", + "31.1294+9.3273i", + "29.2649+8.7074i", + "26.6555+7.7898i", + "25.1867+7.2857i", + "24.7329+7.0601i", + "23.9982+6.7912i", + "23.5+6.6094i", + "23.5597+6.6295i", + "24.3244+6.8915i", + "26.4114+7.575i", + "28.4711+8.2073i", + "28.3138+8.0152i", + "28.2155+7.8439i", + "27.994+7.6666i", + "28.0428+7.6166i", + "28.2345+7.6348i", + "28.6309+7.7578i", + "29.4293+8.0231i", + "29.909+8.1971i", + "31.0274+8.6754i", + "31.6916+9.0328i", + "32.5574+9.504i", + "33.7571+10.1119i", + "33.1634+9.9364i", + "31.7544+9.4896i", + "29.8539+8.8553i", + "27.6785+8.0901i", + "25.9919+7.497i", + "24.9167+7.1174i", + "24.1279+6.833i", + "23.7587+6.6994i", + "23.8185+6.7244i", + "24.8559+7.0903i", + "27.0004+7.7901i", + "29.1601+8.4368i", + "29.1257+8.2662i", + "28.9503+8.0694i", + "29.2307+8.0833i", + "29.0365+7.9412i", + "28.9279+7.8447i", + "29.3055+7.9671i", + "29.7372+8.0926i", + "30.3562+8.3633i", + "30.9161+8.652i", + "31.5059+8.9814i", + "32.2993+9.4183i", + "33.3561+9.9427i", + "32.8395+9.7895i", + "31.4176+9.3347i", + "29.3487+8.6373i", + "27.108+7.8611i", + "25.4835+7.2934i", + "24.6394+6.9387i", + "23.7332+6.6021i", + "23.43+6.5015i", + "23.5225+6.5224i", + "24.4875+6.8487i", + "26.6026+7.5692i", + "28.6655+8.2319i", + "28.9197+8.2223i", + "29.2594+8.2591i", + "28.7655+8.0191i", + "28.4207+7.8374i", + "28.3085+7.7746i", + "28.5945+7.8566i", + "29.1939+8.0703i", + "29.5996+8.2524i", + "30.3293+8.5831i", + "30.7779+8.8216i", + "31.4624+9.1836i", + "32.4864+9.674i", + "31.829+9.4695i", + "30.7473+9.1141i", + "29.24+8.6004i", + "27.4132+7.9572i", + "25.7714+7.3673i", + "24.6623+6.8958i", + "23.9039+6.6196i", + "23.3556+6.4184i", + "23.2455+6.3785i", + "23.5713+6.5055i", + "24.431+6.8274i", + "25.0542+7.0521i", + "25.2835+7.1515i", + "25.5058+7.2245i", + "25.1433+7.0515i", + "25.2351+7.0478i", + "25.2526+7.0252i", + "25.1724+6.9815i", + "25.8775+7.2351i", + "27.1178+7.7006i", + "28.0393+8.0383i", + "29.8022+8.7119i", + "30.3668+8.9409i", + "31.642+9.4459i", + "30.9683+9.1882i", + "29.7334+8.7461i", + "28.3621+8.2552i", + "26.6588+7.6332i", + "25.1071+7.0588i", + "23.9158+6.774i", + "23.1552+6.4904i", + "22.5193+6.2523i", + "22.2756+6.1611i", + "22.3754+6.1885i", + "23.0068+6.3819i", + "23.2433+6.4128i", + "23.576+6.4776i", + "23.8475+6.5073i", + "24.0503+6.511i", + "23.9946+6.4387i", + "24.4198+6.5755i", + "25.184+6.8223i", + "26.6208+7.3472i", + "28.1437+7.9049i", + "29.7612+8.5089i", + "31.5519+9.2569i", + "32.5606+9.7384i", + "33.3419+10.1246i", + "32.6392+9.895i", + "31.1192+9.3702i", + "29.036+8.631i", + "26.7844+7.8057i", + "25.159+7.2131i", + "24.0738+6.8372i", + "23.3889+6.6521i", + "22.992+6.5473i", + "23.1073+6.5969i", + "24.1462+6.9702i", + "26.2634+7.63i", + "28.6024+8.3136i", + "29.291+8.4622i", + "29.5544+8.4392i", + "29.605+8.2565i", + "29.9257+8.2197i", + "30.5398+8.2566i", + "31.5331+8.5001i", + "33.0801+9.0081i", + "34.6105+9.513i", + "36.4486+10.2085i", + "37.7074+10.78i", + "37.014+10.6635i", + "36.7723+10.6379i", + "35.974+10.475i", + "34.2927+10.0723i", + "31.0185+9.0518i", + "28.6405+8.3604i", + "26.813+7.8139i", + "25.3916+7.3741i", + "24.3563+6.9904i", + "23.9234+6.8366i", + "23.8833+6.8016i", + "24.5805+6.9876i", + "27.1424+7.805i", + "29.2962+8.4031i", + "29.6457+8.3225i", + "29.683+8.1872i", + "29.6453+8.0448i", + "29.8786+8.0015i", + "30.3268+8.0871i", + "31.4533+8.4547i", + "32.6181+8.8419i", + "33.9296+9.3293i", + "35.0634+9.8386i", + "35.8862+10.2788i", + "35.9034+10.4623i", + "36.388+10.8952i", + "35.1958+10.5724i", + "33.3828+9.9993i", + "31.0517+9.2418i", + "28.5055+8.3545i", + "26.5753+7.6756i", + "24.8008+7.1316i", + "23.788+6.7555i", + "23.2624+6.5713i", + "23.2534+6.5619i", + "24.1535+6.8581i", + "26.2937+7.5716i", + "28.2885+8.1727i", + "28.7111+8.2019i", + "28.4983+8.0183i", + "28.4717+7.8958i", + "28.4382+7.789i", + "28.4157+7.7286i", + "28.6433+7.7638i", + "29.3875+7.9966i", + "30.3032+8.3384i", + "30.6277+8.5186i", + "31.4417+8.9324i", + "31.9099+9.2481i", + "32.8673+9.7863i", + "31.9157+9.5143i", + "30.4867+9.059i", + "28.5643+8.4148i", + "26.3397+7.6349i", + "24.9183+7.1261i", + "23.7718+6.7249i", + "23.1856+6.5158i", + "22.8829+6.4204i", + "23.1035+6.5001i", + "24.0602+6.8266i", + "25.9761+7.4648i", + "28.2045+8.1769i", + "28.3651+8.1053i", + "28.0452+7.8729i", + "28.1414+7.8106i", + "27.8451+7.6011i", + "27.6689+7.4748i", + "28.0743+7.5828i", + "28.8367+7.8491i", + "29.6712+8.1644i", + "30.3756+8.4919i", + "31.3035+8.9306i", + "31.8058+9.2417i", + "32.9303+9.8177i", + "32.2492+9.6377i", + "30.9918+9.2433i", + "29.0575+8.5874i", + "26.9977+7.8708i", + "25.4432+7.3148i", + "24.4415+6.8898i", + "23.616+6.6014i", + "23.207+6.4602i", + "23.366+6.525i", + "24.245+6.8287i", + "26.1717+7.4851i", + "28.2851+8.1756i", + "28.6047+8.2177i", + "28.324+8.0175i", + "28.5638+8.0032i", + "28.519+7.8913i", + "28.4733+7.8014i", + "28.8775+7.9094i", + "29.7065+8.1898i", + "30.536+8.4845i", + "31.3555+8.827i", + "32.2877+9.2458i", + "32.5924+9.4598i", + "33.2712+9.8385i", + "32.2596+9.5292i", + "30.9404+9.1219i", + "29.2474+8.5659i", + "27.3074+7.9104i", + "25.6851+7.3459i", + "24.6062+6.941i", + "23.7155+6.6208i", + "23.1781+6.4307i", + "23.0512+6.4013i", + "23.3797+6.5308i", + "24.1793+6.817i", + "24.9895+7.0925i", + "25.2493+7.2053i", + "25.5374+7.3014i", + "25.1085+7.0814i", + "24.7899+6.8877i", + "24.7784+6.8156i", + "25.2007+6.9571i", + "25.7747+7.1651i", + "27.0421+7.6351i", + "28.0907+8.0235i", + "29.1931+8.4443i", + "30.1275+8.8175i", + "31.1705+9.2195i", + "30.3459+8.906i", + "29.308+8.5701i", + "27.939+8.119i", + "26.2508+7.5248i", + "24.8078+7.0112i", + "23.6953+6.7186i", + "22.9451+6.449i", + "22.3663+6.2503i", + "22.1282+6.1679i", + "22.2421+6.2032i", + "22.7794+6.378i", + "23.3626+6.5474i", + "23.6348+6.616i", + "24.0321+6.7412i", + "23.6141+6.5434i", + "23.286+6.359i", + "23.2743+6.3168i", + "23.5458+6.3985i", + "24.2667+6.6728i", + "25.0194+6.9653i", + "26.3585+7.4796i", + "27.9291+8.0978i", + "29.1113+8.5911i", + "30.4657+9.1478i", + "29.8222+8.9314i", + "28.6426+8.5204i", + "27.1341+8.0016i", + "25.2607+7.3362i", + "23.8331+6.8209i", + "22.8679+6.4517i", + "22.1627+6.2124i", + "22.1538+6.2156i", + "22.5569+6.3769i", + "23.3255+6.6564i", + "25.4041+7.3482i", + "27.8829+8.1297i", + "28.5634+8.2502i", + "28.4862+8.0553i", + "28.0025+7.7495i", + "27.9638+7.6715i", + "27.8281+7.5456i", + "28.1059+7.5998i", + "28.4671+7.6995i", + "29.311+7.9921i", + "30.2603+8.3986i", + "31.28+8.8952i", + "31.9385+9.2943i", + "33.0916+9.8408i", + "32.3168+9.5942i", + "30.9001+9.1684i", + "28.9024+8.5218i", + "26.7441+7.7919i", + "25.0939+7.2377i", + "24.0775+6.843i", + "23.4148+6.6217i", + "23.0357+6.4936i", + "23.1364+6.5264i", + "24.0871+6.8654i", + "26.3051+7.6509i", + "28.6425+8.395i", + "28.9964+8.3342i", + "28.9332+8.1265i", + "29.061+8.0372i", + "28.7998+7.8561i", + "28.2525+7.5757i", + "28.7778+7.7405i", + "29.8318+8.1094i", + "31.0184+8.552i", + "32.1821+9.017i", + "33.3231+9.509i", + "33.7649+9.7757i", + "34.6644+10.2941i", + "33.4739+9.9688i", + "32.001+9.4918i", + "29.8688+8.774i", + "27.5185+7.9644i", + "25.8092+7.3879i", + "24.6377+7.058i", + "23.7823+6.7859i", + "23.3226+6.6352i", + "23.7777+6.818i", + "24.6754+7.1364i", + "26.5737+7.7543i", + "29.0402+8.4988i", + "29.4897+8.3993i", + "29.6671+8.2325i", + "29.8171+8.1301i", + "29.9419+8.0916i", + "30.3475+8.1885i", + "31.0371+8.4268i", + "32.5488+8.9525i", + "33.6756+9.3598i", + "33.8622+9.4675i", + "33.9197+9.5879i", + "34.1235+9.7981i", + "34.9359+10.3063i", + "33.952+10.084i", + "32.2224+9.5276i", + "30.054+8.8274i", + "27.7784+8.0838i", + "25.991+7.503i", + "24.948+7.1142i", + "24.0985+6.8158i", + "23.585+6.6375i", + "23.6259+6.6589i", + "24.4598+6.9642i", + "26.6517+7.7313i", + "29.1112+8.5303i", + "29.4794+8.4878i", + "29.3688+8.2848i", + "29.1515+8.0786i", + "28.9673+7.9665i", + "28.5479+7.7723i", + "28.7913+7.8481i", + "29.4637+8.0773i", + "30.0432+8.276i", + "30.8103+8.6195i", + "31.5206+8.9457i", + "31.984+9.224i", + "33.1986+9.8001i", + "32.5222+9.638i", + "31.1049+9.1673i", + "29.2046+8.5371i", + "27.1344+7.836i", + "25.5254+7.2844i", + "24.4639+6.8442i", + "23.7195+6.5814i", + "23.2881+6.4256i", + "23.2916+6.433i", + "24.0987+6.7323i", + "26.2+7.4884i", + "28.557+8.3043i", + "28.8192+8.294i", + "28.9339+8.2252i", + "28.6581+8.0509i", + "28.4044+7.9257i", + "27.9504+7.7283i", + "28.0391+7.7505i", + "28.5897+7.9464i", + "29.0934+8.1296i", + "29.8391+8.4341i", + "30.477+8.7229i", + "31.0644+9.014i", + "31.9651+9.4491i", + "31.1539+9.218i", + "30.216+8.9033i", + "28.7125+8.3715i", + "26.9836+7.7568i", + "25.4099+7.196i", + "24.3046+6.8261i", + "23.4308+6.5112i", + "22.9468+6.34i", + "22.7552+6.2723i", + "23.1416+6.4228i", + "23.9884+6.7336i", + "24.9038+7.0509i", + "25.2314+7.1936i", + "25.5845+7.322i", + "25.5384+7.2577i", + "25.2087+7.0884i", + "24.7841+6.8993i", + "24.8996+6.9331i", + "25.4501+7.1236i", + "26.447+7.501i", + "27.0816+7.7325i", + "27.9426+8.0567i", + "29.1579+8.5237i", + "30.2976+8.9466i", + "29.6275+8.6876i", + "28.7055+8.3831i", + "27.5469+7.9867i", + "25.9492+7.4293i", + "24.5527+6.9262i", + "23.4796+6.6206i", + "22.7471+6.4036i", + "22.2142+6.2232i", + "22.118+6.2036i", + "22.1669+6.2191i", + "22.7156+6.3899i", + "23.5756+6.6565i", + "23.7327+6.6234i", + "23.9486+6.6504i", + "23.8443+6.5742i", + "23.4184+6.3742i", + "23.4113+6.3332i", + "23.639+6.3837i", + "24.4617+6.6938i", + "25.6315+7.1385i", + "27.1372+7.7309i", + "28.9186+8.4141i", + "30.2598+8.9519i", + "31.2974+9.3893i", + "30.6224+9.1524i", + "29.5618+8.7907i", + "27.8792+8.1995i", + "25.7881+7.4739i", + "24.3083+6.9748i", + "23.3732+6.5892i", + "22.7708+6.4401i", + "22.4264+6.3486i", + "22.6654+6.4367i", + "23.6957+6.7932i", + "26.0654+7.55i", + "28.6277+8.3633i", + "29.2946+8.4957i", + "29.4904+8.3693i", + "29.6501+8.2268i", + "30.0628+8.2329i", + "30.4385+8.2092i", + "31.3504+8.4607i", + "32.4963+8.7967i", + "33.8602+9.2512i", + "35.0859+9.7749i", + "36.0281+10.2491i", + "35.9336+10.3567i", + "36.2922+10.6748i", + "34.7739+10.2633i", + "32.945+9.7396i", + "30.6495+9.0471i", + "28.1669+8.2565i", + "26.3446+7.6704i", + "25.2332+7.2568i", + "24.3719+6.9655i", + "23.8689+6.78i", + "23.8835+6.808i", + "24.6844+7.1059i", + "26.9605+7.7936i", + "29.5023+8.5185i", + "29.8649+8.463i", + "29.9253+8.2312i", + "30.5811+8.2893i", + "31.3982+8.4155i", + "32.1017+8.5395i", + "33.3751+8.9821i", + "34.9399+9.459i", + "36.4709+10.1055i", + "37.6232+10.5862i", + "38.2344+10.9728i", + "37.484+10.9533i", + "37.3579+11.1212i", + "35.8609+10.687i", + "33.9572+10.1363i", + "31.4874+9.3617i", + "28.8193+8.4599i", + "26.9624+7.8341i", + "25.6963+7.3375i", + "24.8226+7.0384i", + "24.1833+6.8062i", + "24.142+6.7989i", + "25.0318+7.1226i", + "27.2606+7.8227i", + "29.7022+8.5673i", + "30.0709+8.5683i", + "30.2603+8.4464i", + "30.7632+8.4163i", + "31.0991+8.429i", + "31.793+8.5748i", + "32.7836+8.8576i", + "34.4064+9.365i", + "35.8053+9.8799i", + "36.7974+10.3663i", + "37.2444+10.6899i", + "36.5477+10.6521i", + "37.0889+11.0616i", + "35.6487+10.6414i", + "33.7045+10.0402i", + "31.3693+9.2898i", + "28.8925+8.4466i", + "27.0563+7.8174i", + "25.9055+7.4034i", + "24.9764+7.0912i", + "24.3824+6.872i", + "24.3598+6.8846i", + "25.2219+7.1979i", + "27.3186+7.8428i", + "29.7357+8.5724i", + "30.0939+8.5151i", + "30.635+8.473i", + "31.0978+8.4434i", + "31.7552+8.5673i", + "32.4402+8.6705i", + "33.5564+9.0898i", + "35.3494+9.6566i", + "36.9949+10.2471i", + "38.4811+10.8292i", + "39.0699+11.2144i", + "38.2434+11.19i", + "38.1614+11.358i", + "36.7133+10.9549i", + "34.7944+10.3927i", + "32.3771+9.6132i", + "29.6714+8.6962i", + "27.7395+8.0669i", + "26.2112+7.5049i", + "25.1506+7.1546i", + "24.4703+6.9217i", + "24.303+6.8565i", + "25.1194+7.1364i", + "27.1761+7.7855i", + "29.7042+8.525i", + "30.226+8.578i", + "30.9975+8.7384i", + "31.4228+8.725i", + "32.0364+8.7823i", + "32.8109+8.9165i", + "33.5668+9.1306i", + "35.1998+9.6753i", + "36.7283+10.2567i", + "38.0629+10.8178i", + "38.4218+11.1085i", + "37.4061+10.8837i", + "36.903+10.8443i", + "35.1887+10.3145i", + "33.3693+9.7778i", + "31.375+9.1821i", + "28.9481+8.4122i", + "26.8055+7.6903i", + "25.2382+7.3102i", + "24.1539+6.9693i", + "23.3832+6.6748i", + "23.0509+6.5629i", + "23.3008+6.6765i", + "24.0921+6.968i", + "25.1102+7.2246i", + "25.5813+7.2465i", + "25.7402+7.3118i", + "25.9092+7.3891i", + "26.1469+7.3069i", + "26.6879+7.3411i", + "27.5127+7.529i", + "28.604+7.8721i", + "30.004+8.3795i", + "31.2078+8.9565i", + "32.3154+9.3916i", + "31.9757+9.3145i", + "31.9918+9.3512i", + "30.7208+8.7622i", + "28.9875+8.1508i", + "27.3332+7.7241i", + "25.8252+7.2994i", + "24.2145+6.8551i", + "22.9464+6.5221i", + "22.1755+6.2312i", + "21.5968+6.0113i", + "21.3818+5.9296i", + "21.1195+5.8295i", + "21.556+5.989i", + "22.1947+6.2245i", + "22.1062+6.1797i", + "22.105+6.1654i", + "21.8768+6.0641i", + "21.7452+6.0054i", + "21.5373+5.9214i", + "21.7047+5.985i", + "21.9875+6.0932i", + "22.8401+6.417i", + "23.8998+6.8301i", + "25.3897+7.3997i", + "26.9252+7.9944i", + "27.8598+8.3639i", + "27.4704+8.2197i", + "26.5867+7.8874i", + "25.3107+7.4073i", + "23.6945+6.7967i", + "22.4877+6.3413i", + "21.646+6.0853i", + "21.1459+5.9351i", + "20.8839+5.8444i", + "20.9485+5.8515i", + "21.9995+6.2063i", + "24.0852+6.9268i", + "26.5204+7.7904i", + "26.7492+7.8638i", + "26.5758+7.7011i", + "26.2635+7.4646i", + "26.0377+7.2529i", + "26.0284+7.109i", + "26.219+7.122i", + "26.874+7.3541i", + "27.5289+7.5519i", + "28.4897+7.8903i", + "29.6915+8.3838i", + "31.0059+8.8387i", + "32.0303+9.308i", + "31.1654+9.1088i", + "29.8808+8.7823i", + "28.0097+8.2163i", + "25.8612+7.5282i", + "24.1628+6.9686i", + "23.1161+6.5779i", + "22.3487+6.2958i", + "22.262+6.2632i", + "22.4336+6.3072i", + "23.4277+6.6233i", + "25.3314+7.2409i", + "28.2925+8.2491i", + "28.5094+8.2206i", + "28.0136+7.9488i", + "27.2838+7.5946i", + "26.7174+7.2793i", + "26.7368+7.2304i", + "26.7086+7.1883i", + "27.2529+7.3878i", + "27.3578+7.4422i", + "28.2217+7.8204i", + "29.2279+8.3059i", + "30.6031+8.9262i", + "31.6031+9.4211i", + "30.8989+9.2228i", + "29.7676+8.8586i", + "28.1567+8.3115i", + "26.2759+7.6535i", + "24.849+7.1486i", + "23.8277+6.7148i", + "23.1271+6.4644i", + "23.124+6.4709i", + "23.2871+6.5261i", + "23.9989+6.7767i", + "26.1791+7.5463i", + "28.7831+8.4503i", + "28.8422+8.3654i", + "28.0171+7.9451i", + "27.0149+7.4827i", + "26.9376+7.3884i", + "26.3556+7.1345i", + "26.2946+7.0875i", + "26.43+7.1385i", + "27.1311+7.4158i", + "27.9506+7.7775i", + "29.1682+8.3095i", + "30.6686+8.9684i", + "31.7749+9.4902i", + "31.2352+9.3341i", + "30.0658+8.9357i", + "28.481+8.3674i", + "26.4244+7.642i", + "24.9483+7.1145i", + "24.0299+6.7801i", + "23.3568+6.5406i", + "23.0379+6.4309i", + "23.248+6.4977i", + "24.3536+6.878i", + "26.6191+7.654i", + "29.5135+8.6331i", + "29.9995+8.7003i", + "29.1635+8.2947i", + "28.1513+7.8709i", + "27.3597+7.5114i", + "26.6865+7.2327i", + "26.7626+7.2424i", + "27.1223+7.3831i", + "27.7631+7.6516i", + "28.4937+7.9913i", + "29.7534+8.544i", + "30.6382+8.9573i", + "30.8043+9.1097i", + "30.103+8.8967i", + "29.5148+8.7143i", + "28.219+8.2819i", + "26.3839+7.6265i", + "24.9838+7.1279i", + "24.1838+6.7443i", + "23.5652+6.5169i", + "23.3235+6.4287i", + "23.4421+6.4662i", + "24.6109+6.8869i", + "26.7998+7.6609i", + "29.4961+8.5901i", + "30.0271+8.7103i", + "29.3891+8.392i", + "28.4861+8.0119i", + "27.7499+7.699i", + "27.111+7.4394i", + "27.0209+7.3939i", + "27.8544+7.7157i", + "28.4676+7.9737i", + "28.9101+8.189i", + "29.9592+8.6374i", + "31.0281+9.087i", + "31.6176+9.3751i", + "30.7248+9.0714i", + "29.7974+8.7568i", + "28.4167+8.2732i", + "26.5722+7.6111i", + "25.164+7.0971i", + "24.2176+6.7631i", + "23.5319+6.5013i", + "23.0293+6.3093i", + "22.8984+6.2593i", + "23.25+6.3936i", + "24.1184+6.7252i", + "25.4486+7.2332i", + "26.0634+7.468i", + "25.8216+7.3756i", + "25.191+7.1348i", + "24.5415+6.8868i", + "24.1955+6.7547i", + "24.0808+6.7109i", + "24.3952+6.8309i", + "25.1727+7.1278i", + "26.151+7.5014i", + "27.4255+7.9882i", + "28.667+8.4623i", + "29.614+8.8239i", + "28.848+8.5314i", + "28.1104+8.2497i", + "26.9643+7.812i", + "25.5228+7.2616i", + "24.2699+6.7831i", + "23.1309+6.4647i", + "22.7898+6.3418i", + "22.3318+6.1718i", + "22.1703+6.1087i", + "22.2214+6.122i", + "22.6267+6.2616i", + "23.425+6.5439i", + "23.9037+6.7174i", + "23.7262+6.6345i", + "23.2357+6.4352i", + "22.6646+6.2004i", + "22.5476+6.148i", + "22.8078+6.2445i", + "23.4411+6.4867i", + "24.4652+6.8792i", + "25.4304+7.2612i", + "27.0181+7.872i", + "28.8059+8.5581i", + "30.1742+9.091i", + "29.5514+8.8633i", + "28.7037+8.5531i", + "27.5088+8.1164i", + "26.2172+7.6432i", + "24.6518+7.057i", + "23.5158+6.717i", + "22.8228+6.4904i", + "22.3519+6.3154i", + "22.3095+6.2601i", + "22.6873+6.3612i", + "24.1895+6.8288i", + "26.7503+7.6674i", + "28.2153+8.1782i", + "27.8988+7.9374i", + "27.5118+7.6755i", + "27.3658+7.5258i", + "27.7847+7.5359i", + "28.4235+7.7133i", + "29.0522+7.9313i", + "29.7339+8.1752i", + "30.6616+8.5541i", + "31.5272+8.9305i", + "32.7227+9.4083i", + "33.5815+9.8501i", + "32.607+9.5995i", + "31.4716+9.3219i", + "29.9096+8.8612i", + "27.8837+8.2265i", + "25.8906+7.559i", + "24.6439+7.0734i", + "23.7563+6.7438i", + "23.1544+6.5078i", + "22.9452+6.408i", + "23.2454+6.4609i", + "24.4403+6.8035i", + "26.9233+7.5978i", + "28.6532+8.1162i", + "28.422+7.9227i", + "28.0823+7.7216i", + "27.8776+7.5567i", + "28.1913+7.6209i", + "28.5655+7.734i", + "29.2408+7.9648i", + "30.1604+8.3294i", + "30.872+8.6651i", + "31.7179+9.0973i", + "32.7619+9.6237i", + "33.4441+10.0303i", + "32.5578+9.7787i", + "31.5896+9.4713i", + "30.2651+9.0365i", + "28.3367+8.3645i", + "26.3285+7.6413i", + "24.9746+7.1412i", + "24.1485+6.8484i", + "23.5136+6.6104i", + "23.231+6.5167i", + "23.4025+6.5598i", + "24.5815+6.8892i", + "26.9492+7.6227i", + "28.7413+8.1605i", + "29.0086+8.1068i", + "29.2567+8.0793i", + "28.7714+7.8365i", + "28.5508+7.7289i", + "28.9236+7.8561i", + "29.486+8.0279i", + "30.4639+8.3922i", + "30.9434+8.6919i", + "31.3455+8.9646i", + "32.6846+9.5625i", + "33.4391+9.9694i", + "32.6294+9.7527i", + "31.6083+9.4537i", + "30.3438+9.0545i", + "28.4679+8.3973i", + "26.5137+7.6976i", + "25.1795+7.1848i", + "24.5899+6.9888i", + "23.9812+6.7467i", + "23.5938+6.6196i", + "23.498+6.5658i", + "24.6718+6.8901i", + "27.0705+7.6548i", + "28.9905+8.2359i", + "29.2218+8.1313i", + "29.1979+8.0129i", + "28.808+7.7973i", + "28.8544+7.803i", + "29.1584+7.9029i", + "29.7616+8.1328i", + "30.7015+8.5452i", + "31.3739+8.8838i", + "31.8222+9.1561i", + "33.0374+9.6898i", + "33.708+10.0562i", + "32.8779+9.8217i", + "31.8725+9.5109i", + "30.5512+9.0916i", + "28.7139+8.4602i", + "26.704+7.7334i", + "25.3529+7.1569i", + "24.3013+6.792i", + "23.6193+6.5473i", + "23.3168+6.4353i", + "23.5466+6.4994i", + "24.7168+6.8656i", + "26.963+7.6229i", + "28.5926+8.173i", + "29.2058+8.2982i", + "29.0209+8.1384i", + "29.1416+8.0853i", + "29.1221+8.0233i", + "29.4495+8.1352i", + "30.149+8.3769i", + "30.9654+8.7003i", + "31.4997+8.9522i", + "32.3096+9.3329i", + "33.2644+9.6987i", + "33.6499+9.9304i", + "32.5246+9.5765i", + "31.5442+9.276i", + "30.4641+8.9498i", + "28.96+8.4703i", + "27.1002+7.8177i", + "25.593+7.2796i", + "24.5587+6.9229i", + "23.7566+6.6327i", + "23.2232+6.4472i", + "23.1218+6.41i", + "23.5091+6.5308i", + "24.4617+6.8634i", + "24.8279+7.0267i", + "25.4899+7.2443i", + "25.4739+7.1799i", + "25.9058+7.27i", + "25.9819+7.2289i", + "26.3389+7.3303i", + "26.9307+7.5565i", + "27.5507+7.7851i", + "28.6244+8.1756i", + "29.5627+8.5285i", + "30.9027+8.9685i", + "31.3816+9.1841i", + "30.4509+8.8941i", + "29.5243+8.6085i", + "28.5724+8.32i", + "27.2725+7.894i", + "25.7409+7.3486i", + "24.4352+6.8736i", + "23.5059+6.5188i", + "23.11+6.3676i", + "22.7355+6.2246i", + "22.5609+6.1579i", + "22.8224+6.2577i", + "23.4416+6.4942i", + "23.9246+6.6786i", + "24.063+6.7315i", + "23.7644+6.6175i", + "23.4633+6.5025i", + "23.3619+6.4638i", + "23.6838+6.5867i", + "24.2717+6.8112i", + "25.3742+7.2322i", + "25.9448+7.4502i", + "27.105+7.8932i", + "29.129+8.6662i", + "30.1523+9.0569i", + "29.5828+8.8394i", + "28.8276+8.5511i", + "27.8892+8.1927i", + "26.6237+7.7094i", + "25.0052+7.0913i", + "24.0496+6.9045i", + "23.1731+6.6041i", + "22.6545+6.4199i", + "22.3807+6.2871i", + "22.6502+6.3329i", + "23.5994+6.6104i", + "25.0224+7.0222i", + "26.3133+7.468i", + "27.1305+7.7083i", + "27.0608+7.5649i", + "26.9577+7.4396i", + "27.4835+7.5187i", + "27.5259+7.5054i", + "28.316+7.7974i", + "28.9039+7.9884i", + "29.8009+8.3457i", + "30.6337+8.6873i", + "32.3616+9.3211i", + "32.9733+9.6604i", + "31.9454+9.4187i", + "30.8771+9.1473i", + "29.5413+8.7493i", + "27.9247+8.2435i", + "25.9679+7.5744i", + "24.5672+7.0166i", + "23.6556+6.7006i", + "22.9913+6.4582i", + "22.6848+6.3402i", + "22.9056+6.4055i", + "23.9473+6.6964i", + "26.1483+7.3447i", + "27.8698+7.8608i", + "28.2474+7.8948i", + "28.3192+7.7981i", + "28.0966+7.6347i", + "28.2279+7.6925i", + "28.6251+7.8263i", + "29.3937+8.0943i", + "30.3305+8.4573i", + "30.3235+8.5283i", + "31.0717+8.9126i", + "32.4074+9.4961i", + "32.7965+9.761i", + "31.8639+9.5001i", + "30.9017+9.2121i", + "29.533+8.7862i", + "27.8347+8.2009i", + "25.946+7.5235i", + "24.9098+7.1213i", + "23.9521+6.7776i", + "23.2867+6.5288i", + "22.9854+6.4145i", + "23.1126+6.4437i", + "24.1178+6.7284i", + "26.2101+7.3775i", + "27.7332+7.8723i", + "28.298+7.9159i", + "28.1175+7.7303i", + "27.8345+7.5837i", + "28.0495+7.6638i", + "28.4934+7.81i", + "29.0902+8.0134i", + "29.6883+8.2696i", + "29.6205+8.3574i", + "30.228+8.681i", + "31.9739+9.3783i", + "32.3532+9.632i", + "31.5912+9.4102i", + "30.7103+9.1391i", + "29.5446+8.7724i", + "27.7382+8.1405i", + "25.9726+7.5049i", + "24.8915+7.1227i", + "23.5686+6.6416i", + "23.2435+6.5323i", + "22.9446+6.4209i", + "23.0283+6.431i", + "23.8739+6.6673i", + "26.0324+7.3329i", + "27.9439+7.9378i", + "28.2614+7.9171i", + "27.8736+7.6724i", + "27.5964+7.479i", + "27.59+7.4814i", + "28.1669+7.6938i", + "28.438+7.7994i", + "28.9854+8.0335i", + "29.3756+8.3174i", + "30.0281+8.6385i", + "31.7967+9.3414i", + "32.4642+9.688i", + "31.6893+9.4625i", + "30.7153+9.1596i", + "29.4111+8.7296i", + "27.5969+8.0958i", + "25.7862+7.4451i", + "24.6893+6.9247i", + "24.1836+6.7819i", + "23.8717+6.7042i", + "23.4586+6.5472i", + "23.5848+6.56i", + "24.0584+6.6502i", + "25.7634+7.188i", + "27.649+7.9007i", + "28.1554+8.0696i", + "27.7944+7.8749i", + "27.4468+7.6933i", + "27.4714+7.6733i", + "27.4422+7.6459i", + "27.9595+7.8426i", + "28.6429+8.1318i", + "28.4855+8.095i", + "29.3176+8.3834i", + "31.1658+9.0071i", + "31.629+9.2519i", + "30.8508+9.0241i", + "30.035+8.7807i", + "29.0578+8.4669i", + "27.6807+8.0187i", + "25.9527+7.4157i", + "24.612+6.9178i", + "24.1034+6.7235i", + "23.4192+6.4623i", + "22.9737+6.2921i", + "22.6941+6.1854i", + "22.9837+6.296i", + "23.7948+6.6057i", + "24.2344+6.7736i", + "24.8827+7.0211i", + "24.5074+6.8778i", + "24.302+6.7994i", + "24.1169+6.7287i", + "24.1712+6.7494i", + "24.721+6.9594i", + "25.5127+7.2617i", + "26.6514+7.6966i", + "27.153+7.8881i", + "29.1997+8.6698i", + "29.796+8.8975i", + "29.0892+8.6276i", + "28.3057+8.3284i", + "27.4792+8.0127i", + "26.5631+7.6629i", + "25.2667+7.1678i", + "23.9994+6.8203i", + "23.2581+6.5478i", + "22.8944+6.4233i", + "22.5122+6.266i", + "22.4035+6.1979i", + "22.6266+6.2497i", + "23.3204+6.4433i", + "23.4159+6.4365i", + "23.9064+6.581i", + "23.6948+6.4705i", + "23.7717+6.462i", + "24.0899+6.564i", + "24.5704+6.753i", + "25.4058+7.0777i", + "26.5466+7.5321i", + "27.964+8.0867i", + "28.7989+8.3985i", + "30.6949+9.1067i", + "31.2902+9.3689i", + "30.5076+9.0972i", + "29.5336+8.7497i", + "28.3709+8.353i", + "26.7336+7.7967i", + "24.9704+7.1723i", + "23.6048+6.6995i", + "22.8197+6.4651i", + "22.5513+6.4312i", + "22.3108+6.3402i", + "22.6774+6.4444i", + "24.0025+6.8463i", + "26.2838+7.4579i", + "28.2588+8.1152i", + "28.48+8.0487i", + "28.6628+7.9226i", + "28.7821+7.8092i", + "29.3346+7.9244i", + "29.5181+8.0114i", + "30.5716+8.4206i", + "31.8455+8.9443i", + "32.4578+9.2236i", + "32.9466+9.3281i", + "34.2028+9.7766i", + "34.4012+9.9808i", + "33.3724+9.7545i", + "32.0778+9.4533i", + "30.505+9.047i", + "28.5959+8.4868i", + "26.4395+7.7634i", + "24.9971+7.1394i", + "23.9144+6.7482i", + "23.3141+6.5131i", + "22.996+6.3934i", + "23.0332+6.3904i", + "24.3967+6.8016i", + "26.871+7.5746i", + "28.7411+8.1602i", + "29.098+8.1332i", + "29.0167+7.9822i", + "29.0323+7.8742i", + "29.0466+7.8812i", + "28.9372+7.879i", + "29.8248+8.2314i", + "30.2633+8.4042i", + "30.5328+8.6348i", + "30.97+8.8752i", + "32.9195+9.6655i", + "33.3662+9.9546i", + "32.6067+9.7525i", + "31.5939+9.4442i", + "30.3272+9.0451i", + "28.473+8.4079i", + "26.4398+7.6743i", + "24.9382+7.1532i", + "24.0197+6.8207i", + "23.353+6.5632i", + "22.9572+6.4177i", + "23.0772+6.4322i", + "24.4207+6.8271i", + "26.8269+7.5421i", + "28.9607+8.1853i", + "29.3909+8.1624i", + "29.3128+8.0892i", + "29.1741+8.0111i", + "28.9525+7.9282i", + "28.8819+7.918i", + "29.2478+8.0457i", + "29.592+8.2084i", + "29.9982+8.4021i", + "30.3527+8.6068i", + "32.353+9.4307i", + "32.861+9.7479i", + "32.3163+9.6289i", + "31.5563+9.4215i", + "30.4385+9.0876i", + "28.6672+8.4896i", + "26.5079+7.7144i", + "25.1569+7.1447i", + "24.1321+6.7688i", + "23.5748+6.5577i", + "23.2854+6.4482i", + "23.4951+6.5081i", + "24.7533+6.885i", + "27.0953+7.6614i", + "29.0832+8.3264i", + "29.3383+8.2811i", + "28.5955+7.9279i", + "27.9818+7.6675i", + "27.5624+7.4953i", + "27.6579+7.5631i", + "27.9963+7.7362i", + "28.0458+7.769i", + "28.6743+8.0523i", + "29.7146+8.4948i", + "32.0503+9.4175i", + "32.6932+9.7421i", + "32.0711+9.5659i", + "31.471+9.3872i", + "30.4453+9.049i", + "28.7621+8.4542i", + "26.726+7.714i", + "25.4353+7.1242i", + "24.5248+6.7796i", + "23.9474+6.5621i", + "24.0244+6.5871i", + "24.2502+6.6543i", + "24.953+6.884i", + "27.4451+7.7732i", + "29.4323+8.4725i", + "29.1124+8.308i", + "28.2429+7.9583i", + "27.5339+7.6767i", + "27.3375+7.5979i", + "27.1056+7.5094i", + "27.4343+7.6401i", + "28.0867+7.9039i", + "28.2745+7.9998i", + "29.6413+8.5392i", + "31.9022+9.4313i", + "32.1853+9.5793i", + "31.4912+9.337i", + "30.754+9.0751i", + "29.7968+8.7291i", + "28.4386+8.2378i", + "26.7952+7.6272i", + "25.3609+7.1727i", + "24.465+6.8306i", + "23.7845+6.5707i", + "23.3999+6.4238i", + "23.3414+6.4015i", + "23.7762+6.5675i", + "24.7463+6.938i", + "25.3869+7.1826i", + "25.4981+7.2251i", + "25.138+7.0876i", + "24.4928+6.8412i", + "23.9325+6.6272i", + "24.1783+6.7211i", + "24.5956+6.8804i", + "24.7307+6.932i", + "25.3456+7.1669i", + "26.88+7.7528i", + "29.3099+8.6808i", + "29.94+8.9214i", + "29.6776+8.8212i", + "29.0626+8.5863i", + "28.3332+8.3078i", + "27.1301+7.8483i", + "25.6698+7.2907i", + "24.4294+6.8736i", + "24.2347+6.7993i", + "23.6229+6.5656i", + "23.2437+6.4208i", + "23.2183+6.4111i", + "23.4446+6.4975i", + "24.1274+6.7583i", + "24.3456+6.8416i", + "24.3421+6.8403i", + "24.0246+6.719i", + "23.4337+6.4933i", + "23.0373+6.342i", + "23.1087+6.3692i", + "23.3466+6.4601i", + "24.0435+6.7262i", + "24.8213+7.0233i", + "26.3324+7.6003i", + "29.1361+8.671i", + "29.9539+8.9833i", + "29.5229+8.8187i", + "28.7894+8.5386i", + "28.0958+8.2737i", + "26.7213+7.7488i", + "24.8686+7.0413i", + "24.0752+6.6222i", + "23.5385+6.4223i", + "23.1445+6.2723i", + "22.9061+6.181i", + "23.334+6.3326i", + "24.5528+6.7701i", + "26.5906+7.5052i", + "28.3192+8.1229i", + "28.4474+8.1146i", + "28.055+7.9224i", + "27.5853+7.7177i", + "27.0117+7.4942i", + "27.1045+7.5354i", + "27.3128+7.615i", + "27.9987+7.8763i", + "28.6235+8.1281i", + "29.5509+8.5015i", + "32.0132+9.4715i", + "32.7523+9.7989i", + "32.1228+9.5896i", + "31.3986+9.3371i", + "30.4433+9.003i", + "28.7731+8.3906i", + "26.7177+7.6205i", + "25.2679+7.0564i", + "24.4883+6.7596i", + "23.9469+6.5499i", + "23.6807+6.4387i", + "23.9902+6.5284i", + "25.2558+6.9525i", + "27.4171+7.6909i", + "29.0148+8.2202i", + "29.2172+8.2406i", + "28.5212+7.9501i", + "28.444+7.9051i", + "28.5138+7.9307i", + "28.6529+7.9861i", + "29.1016+8.1626i", + "29.6296+8.3838i", + "29.9859+8.5461i", + "30.852+8.9125i", + "33.1267+9.8141i", + "33.537+10.0192i", + "33.0612+9.8683i", + "32.287+9.5957i", + "31.0364+9.1461i", + "29.3234+8.5285i", + "27.3107+7.7819i", + "25.85+7.1142i", + "24.7603+6.7358i", + "24.1013+6.4999i", + "23.7343+6.3584i", + "24.1058+6.4486i", + "25.189+6.7401i", + "27.3609+7.446i", + "28.9101+8.1048i", + "29.8881+8.491i", + "30.1291+8.6074i", + "30.0709+8.6061i", + "29.9058+8.6001i", + "29.6933+8.5348i", + "29.7185+8.5934i", + "29.5926+8.5838i", + "29.6851+8.6762i", + "30.5257+8.8955i", + "32.9604+9.6156i", + "33.2978+9.788i", + "32.6994+9.6259i", + "32.0827+9.4198i", + "31.1611+9.1025i", + "29.5652+8.5318i", + "27.6099+7.8201i", + "25.8385+7.4988i", + "24.7769+7.099i", + "24.3448+6.9313i", + "23.8888+6.7421i", + "23.8079+6.6781i", + "24.2362+6.7619i", + "25.1323+6.9954i", + "25.7584+7.1903i", + "26.9395+7.5612i", + "27.7609+7.8038i", + "28.3342+7.9678i", + "28.5313+8.0416i", + "29.0583+8.266i", + "28.9008+8.2244i", + "28.2519+7.9848i", + "27.8612+7.8636i", + "28.1937+7.9726i", + "29.3091+8.3663i", + "28.9175+8.293i", + "28.4219+8.171i", + "28.2661+8.1748i", + "27.9977+8.1427i", + "27.1662+7.9002i", + "26.4129+7.6582i", + "25.4606+7.1161i", + "24.6399+6.8027i", + "24.0899+6.5926i", + "23.7765+6.4729i", + "23.8542+6.5026i", + "24.4937+6.7468i", + "25.6701+7.1961i", + "26.2627+7.4224i", + "26.6942+7.5872i", + "26.0999+7.3602i", + "25.2799+7.0471i", + "25.3406+7.0702i", + "24.9549+6.923i", + "25.1004+6.9785i", + "25.9077+7.2868i", + "26.0982+7.3596i", + "27.5963+7.9317i", + "30.6314+9.0907i", + "31.3943+9.3821i", + "31.0952+9.2679i", + "30.7019+9.1177i", + "30.2682+8.9521i", + "28.77+8.3799i", + "27.2946+7.8165i", + "26.0021+7.2512i", + "25.2794+6.9752i", + "24.6264+6.7258i", + "24.2753+6.5917i", + "24.2844+6.5952i", + "24.6803+6.7464i", + "25.4693+7.0477i", + "25.8416+7.1899i", + "26.1229+7.2974i", + "26.7346+7.5309i", + "27.4055+7.7871i", + "26.9635+7.6183i", + "27.0868+7.6654i", + "27.7413+7.9154i", + "28.012+8.0187i", + "28.4813+8.198i", + "29.3703+8.5375i", + "31.3344+9.2875i", + "31.7187+9.4343i", + "31.2675+9.262i", + "30.5954+9.0053i", + "29.9904+8.7743i", + "28.7434+8.2981i", + "27.0846+7.6646i", + "25.671+7.2018i", + "24.6353+6.8063i", + "24.1892+6.636i", + "23.7415+6.465i", + "23.5038+6.374i", + "23.6442+6.4271i", + "24.3662+6.7013i", + "24.9353+6.9178i", + "25.4239+7.1033i", + "25.8176+7.2524i", + "25.9885+7.317i", + "26.0544+7.3423i", + "26.0313+7.3337i", + "26.0883+7.3555i", + "26.4226+7.4834i", + "27.1292+7.7541i", + "28.4331+8.2526i", + "30.7917+9.1538i", + "31.6251+9.4728i", + "31.3473+9.3674i", + "30.7692+9.1471i", + "29.8472+8.7956i", + "28.2193+8.1744i", + "26.144+7.3822i", + "24.702+6.9507i", + "24.1746+6.7685i", + "23.6636+6.5776i", + "23.3579+6.4601i", + "23.8684+6.6272i", + "25.1853+7.0294i", + "27.4159+7.7279i", + "29.7993+8.5169i", + "30.0262+8.4742i", + "29.685+8.2554i", + "28.9224+7.9292i", + "28.6114+7.7945i", + "28.638+7.8219i", + "29.1432+8.038i", + "29.1338+8.0915i", + "29.9104+8.4265i", + "30.9033+8.825i", + "33.236+9.749i", + "33.836+10.0666i", + "33.3165+9.94i", + "32.541+9.7017i", + "31.43+9.3558i", + "29.5678+8.7185i", + "27.1945+7.8617i", + "25.8065+7.2637i", + "25.0769+6.9897i", + "24.3966+6.7287i", + "23.85+6.5082i", + "23.9773+6.525i", + "25.206+6.9157i", + "27.6688+7.7343i", + "30.141+8.5617i", + "30.4767+8.5943i", + "30.3419+8.5134i", + "30.0489+8.3762i", + "29.7996+8.2869i", + "29.4658+8.1728i", + "30.0165+8.3885i", + "30.2574+8.5085i", + "30.5592+8.664i", + "31.1407+8.9318i", + "33.3706+9.8316i", + "33.9033+10.1046i", + "33.528+10.009i", + "32.7703+9.7575i", + "31.6063+9.355i", + "29.5894+8.6242i", + "27.3115+7.7876i", + "25.5256+7.3097i", + "24.6645+6.9986i", + "23.9286+6.7254i", + "23.5512+6.5788i", + "23.8531+6.6597i", + "25.0876+6.9804i", + "27.4575+7.6775i", + "30.0914+8.4834i", + "31.2061+8.6968i", + "32.1047+8.901i", + "32.5084+9.038i", + "32.5075+9.0663i", + "31.8945+8.7527i", + "31.3259+8.5625i", + "31.2242+8.5646i", + "30.98+8.6112i", + "31.5378+8.9011i", + "33.6259+9.7977i", + "34.092+10.1165i", + "33.6501+10.0487i", + "32.8492+9.837i", + "31.6052+9.459i", + "29.542+8.7609i", + "27.3019+7.9624i", + "25.7225+7.2794i", + "24.8843+6.9715i", + "24.1959+6.7075i", + "23.8563+6.575i", + "24.0147+6.6197i", + "25.2431+7.0079i", + "27.6708+7.8236i", + "29.9951+8.6128i", + "30.0449+8.5062i", + "29.1325+8.082i", + "28.4652+7.7819i", + "28.4144+7.7564i", + "28.2775+7.7179i", + "28.821+7.9325i", + "29.3405+8.1551i", + "29.442+8.2778i", + "30.5673+8.7437i", + "33.1855+9.7855i", + "33.651+10.0286i", + "33.2856+9.9452i", + "32.6268+9.7414i", + "31.5221+9.3746i", + "29.6587+8.7141i", + "27.4696+7.9155i", + "25.9483+7.1875i", + "24.9432+6.807i", + "24.1904+6.5204i", + "23.8349+6.3813i", + "24.024+6.4427i", + "25.2425+6.8885i", + "27.5216+7.7247i", + "29.7165+8.5338i", + "29.4434+8.4067i", + "28.7369+8.1336i", + "27.9472+7.8281i", + "27.5759+7.687i", + "27.8508+7.7936i", + "28.9913+8.2313i", + "29.698+8.507i", + "29.9959+8.6322i", + "30.8055+8.9531i", + "32.8522+9.746i", + "33.1329+9.871i", + "32.5504+9.6596i", + "31.8427+9.399i", + "30.9349+9.0622i", + "29.5693+8.5525i", + "27.667+7.8354i", + "25.9476+7.321i", + "24.8769+6.9311i", + "24.4152+6.7635i", + "23.864+6.5547i", + "23.7192+6.4988i", + "24.1242+6.6354i", + "24.8213+6.8686i", + "25.5971+7.1746i", + "26.4919+7.4935i", + "27.1132+7.6879i", + "27.4473+7.7616i", + "27.5971+7.7979i", + "27.7167+7.8547i", + "27.8134+7.9064i", + "28.0365+7.996i", + "28.4953+8.1654i", + "28.8472+8.2819i", + "31.059+9.066i", + "31.3556+9.2081i", + "30.837+9.0498i", + "30.0873+8.7978i", + "29.2803+8.5288i", + "28.0504+8.1016i", + "26.6061+7.5766i", + "25.3591+7.1489i", + "24.3572+6.7665i", + "23.6261+6.4872i", + "23.1231+6.295i", + "22.9242+6.2184i", + "23.1644+6.307i", + "23.6813+6.5001i", + "24.3368+6.7459i", + "24.7473+6.8981i", + "25.1089+7.0335i", + "25.2052+7.0678i", + "25.0658+7.0155i", + "24.9976+6.9902i", + "24.8721+6.9424i", + "25.7408+7.2756i", + "25.8651+7.3266i", + "27.1885+7.8336i", + "30.2156+8.9905i", + "31.3179+9.4146i", + "31.0509+9.3149i", + "30.6439+9.1612i", + "29.671+8.7917i", + "27.9938+8.1529i", + "26.0529+7.4127i", + "24.8499+7.0174i", + "23.9596+6.7027i", + "23.4331+6.5009i", + "23.3507+6.4723i", + "23.6287+6.5558i", + "24.864+6.9316i", + "27.4866+7.7792i", + "29.951+8.5903i", + "30.1866+8.5758i", + "29.6857+8.319i", + "28.9112+7.9657i", + "28.2781+7.722i", + "27.9828+7.6359i", + "27.8348+7.5803i", + "28.1618+7.7485i", + "28.6174+7.9518i", + "29.9763+8.4897i", + "32.993+9.6423i", + "33.999+10.1129i", + "33.6577+10.0422i", + "32.9693+9.8389i", + "31.8882+9.5076i", + "29.9211+8.8445i", + "27.5441+8.0052i", + "26.0173+7.2779i", + "25.5216+7.0915i", + "24.9287+6.861i", + "24.6606+6.7354i", + "24.9472+6.8116i", + "26.18+7.2225i", + "28.3686+7.9753i", + "30.836+8.8305i", + "30.844+8.7913i", + "30.2379+8.5413i", + "29.6235+8.2925i", + "28.8062+7.9835i", + "28.4829+7.8798i", + "28.3653+7.8378i", + "29.091+8.1342i", + "29.4811+8.3081i", + "30.4578+8.7076i", + "33.3508+9.8293i", + "34.1553+10.1888i", + "33.7897+10.0779i", + "33.2436+9.894i", + "32.105+9.4866i", + "30.2247+8.8004i", + "27.9272+7.954i", + "26.1457+7.3888i", + "25.2741+7.067i", + "24.9326+6.9411i", + "24.528+6.7832i", + "24.7851+6.8625i", + "26.1318+7.3267i", + "28.318+8.0307i", + "30.949+8.9185i", + "30.9051+8.7672i", + "30.4575+8.4777i", + "29.9414+8.2204i", + "29.6816+8.1263i", + "29.8114+8.2029i", + "29.9067+8.2411i", + "30.4425+8.4596i", + "30.2705+8.4594i", + "30.9016+8.7371i", + "33.711+9.8689i", + "34.3475+10.2019i", + "33.9445+10.1198i", + "33.2791+9.9251i", + "32.0608+9.5333i", + "30.0798+8.8349i", + "27.7893+7.9948i", + "26.2507+7.3731i", + "25.3237+7.0323i", + "24.5055+6.716i", + "24.2376+6.6055i", + "24.4803+6.6713i", + "25.645+7.067i", + "28.0898+7.9143i", + "30.506+8.7982i", + "30.5472+8.7924i", + "29.7969+8.4674i", + "29.0849+8.1681i", + "28.1143+7.7943i", + "27.7254+7.6504i", + "27.8662+7.7088i", + "28.6884+8.0368i", + "29.2985+8.272i", + "30.4552+8.7148i", + "32.9287+9.6597i", + "33.6035+9.9731i", + "33.078+9.8193i", + "32.5005+9.6318i", + "31.5098+9.2893i", + "29.6582+8.6208i", + "27.4296+7.8016i", + "25.7204+7.2639i", + "24.8636+6.9416i", + "24.1081+6.6474i", + "23.7008+6.4717i", + "24.027+6.5545i", + "25.0553+6.8629i", + "27.4898+7.699i", + "29.7651+8.4802i", + "29.6441+8.3937i", + "29.2969+8.2485i", + "28.7604+8.0248i", + "28.6992+7.9978i", + "28.6385+7.9738i", + "28.6659+7.9845i", + "29.1005+8.1707i", + "29.3881+8.3081i", + "30.405+8.7198i", + "32.9051+9.7045i", + "33.2949+9.9114i", + "32.6477+9.6902i", + "31.8794+9.4267i", + "30.9709+9.1172i", + "29.4541+8.5879i", + "27.521+7.8837i", + "25.9009+7.2863i", + "24.7967+6.8651i", + "23.9032+6.5237i", + "23.6832+6.4389i", + "23.7529+6.4632i", + "24.2068+6.632i", + "25.268+7.0312i", + "26.3554+7.4416i", + "27.1195+7.7306i", + "26.8632+7.6319i", + "26.6297+7.5416i", + "26.0545+7.3222i", + "25.6353+7.163i", + "25.6353+7.1634i", + "25.7611+7.2128i", + "26.6963+7.572i", + "27.5744+7.9088i", + "30.5514+9.0472i", + "31.2755+9.327i", + "30.8185+9.1546i", + "30.2861+8.9532i", + "29.6712+8.7202i", + "28.5758+8.3046i", + "26.8464+7.6465i", + "25.6017+7.2198i", + "24.6497+6.8563i", + "23.8748+6.5604i", + "23.7717+6.521i", + "23.7203+6.5014i", + "24.0299+6.6196i", + "24.7244+6.8848i", + "25.458+7.165i", + "25.2586+7.0888i", + "24.4323+6.7733i", + "23.9342+6.5831i", + "23.6299+6.4668i", + "23.3222+6.3493i", + "23.4427+6.3954i", + "23.9418+6.5859i", + "24.6022+6.8381i", + "26.7632+7.6634i", + "30.4933+9.0879i", + "31.9996+9.6631i", + "32.0081+9.6664i", + "31.8061+9.5892i", + "31.0028+9.2825i", + "29.4035+8.6717i", + "27.3312+7.8803i", + "26.0077+7.2597i", + "25.1571+6.9389i", + "24.6132+6.7299i", + "24.5016+6.6838i", + "24.8049+6.7873i", + "26.3295+7.3265i", + "29.1375+8.3179i", + "31.8746+9.2706i", + "31.6754+9.0899i", + "30.2481+8.4868i", + "28.8826+7.9248i", + "27.7877+7.5199i", + "27.0978+7.2855i", + "27.0516+7.2809i", + "27.4703+7.4666i", + "28.572+7.9095i", + "30.3905+8.6361i", + "33.9213+10.0176i", + "35.3095+10.6175i", + "35.0801+10.575i", + "34.532+10.4021i", + "33.5284+10.0604i", + "31.5047+9.3249i", + "29.1491+8.4487i", + "27.3651+7.7189i", + "26.4462+7.3673i", + "25.6926+7.0753i", + "25.3584+6.9373i", + "25.6686+7.0196i", + "27.0996+7.4953i", + "29.7963+8.434i", + "32.3384+9.3269i", + "32.2681+9.2536i", + "31.3443+8.8738i", + "30.2425+8.4205i", + "29.2784+8.0551i", + "28.5078+7.7719i", + "28.7677+7.8738i", + "29.2536+8.0799i", + "29.9047+8.3513i", + "31.116+8.8433i", + "34.1209+10.0199i", + "35.2846+10.5259i", + "35.0266+10.4613i", + "34.4986+10.294i", + "33.4634+9.9371i", + "31.5108+9.2337i", + "29.1074+8.3465i", + "27.2039+7.7445i", + "26.0279+7.3125i", + "25.3634+7.0609i", + "25.1022+6.9563i", + "25.4598+7.0626i", + "26.8446+7.5261i", + "29.5301+8.3835i", + "32.1718+9.2325i", + "32.5094+9.2119i", + "32.421+9.0789i", + "31.7881+8.7977i", + "30.8843+8.4966i", + "30.1344+8.2152i", + "29.7535+8.0886i", + "29.8659+8.161i", + "30.3145+8.3722i", + "31.3549+8.8196i", + "34.1872+9.9603i", + "35.3389+10.4996i", + "34.9344+10.4334i", + "34.4118+10.3044i", + "33.2865+9.9413i", + "31.5645+9.3411i", + "29.1679+8.467i", + "27.6757+7.8057i", + "26.8298+7.4881i", + "26.1364+7.2243i", + "25.8367+7.1071i", + "26.211+7.2377i", + "27.0897+7.539i", + "29.6095+8.4385i", + "32.1685+9.3451i", + "32.1547+9.2655i", + "30.8688+8.7286i", + "29.4768+8.1873i", + "28.5131+7.8356i", + "27.7177+7.5534i", + "27.6243+7.5284i", + "27.9838+7.677i", + "28.9187+8.0532i", + "29.9369+8.4576i", + "33.4385+9.8172i", + "34.4603+10.2498i", + "34.2559+10.2038i", + "33.7621+10.0435i", + "32.8322+9.7174i", + "31.241+9.14i", + "29.0637+8.3268i", + "27.3601+7.6025i", + "26.316+7.2038i", + "25.584+6.9243i", + "25.2493+6.7964i", + "25.5525+6.9122i", + "26.7196+7.3579i", + "29.0518+8.2486i", + "31.4882+9.179i", + "31.208+9.072i", + "30.0728+8.6385i", + "28.9178+8.1974i", + "27.8401+7.7859i", + "27.5015+7.6565i", + "27.661+7.7174i", + "28.3371+7.9756i", + "28.6684+8.1022i", + "30.1278+8.6595i", + "32.9317+9.7303i", + "33.606+9.9878i", + "33.0624+9.7802i", + "32.391+9.5238i", + "31.7012+9.2604i", + "30.3905+8.7598i", + "28.5304+8.0495i", + "26.8291+7.5482i", + "25.6697+7.1055i", + "24.9115+6.8159i", + "24.4347+6.6339i", + "24.3586+6.6048i", + "24.8344+6.7865i", + "25.905+7.1953i", + "27.0807+7.6443i", + "27.8391+7.934i", + "28.1359+8.0473i", + "27.7989+7.9186i", + "27.1612+7.6751i", + "26.6729+7.4886i", + "26.3092+7.3497i", + "26.6253+7.4704i", + "27.3214+7.7363i", + "28.3148+8.1156i", + "31.2304+9.2291i", + "31.9914+9.5197i", + "31.6312+9.3821i", + "31.1464+9.197i", + "30.4639+8.9363i", + "29.3755+8.5207i", + "27.6894+7.8768i", + "26.1174+7.3668i", + "25.0015+6.9443i", + "24.2066+6.6438i", + "23.7296+6.4642i", + "23.5692+6.3971i", + "23.9334+6.526i", + "24.6641+6.7774i", + "25.6856+7.1498i", + "26.5404+7.4663i", + "26.9177+7.6018i", + "27.0016+7.6242i", + "27.0042+7.6239i", + "26.5277+7.4432i", + "26.5969+7.4684i", + "26.8534+7.5721i", + "27.3131+7.7518i", + "28.2752+8.117i", + "30.9776+9.1436i", + "31.8739+9.4923i", + "31.667+9.4281i", + "31.2034+9.2607i", + "30.4565+8.9853i", + "29.1204+8.4949i", + "27.1792+7.771i", + "25.7842+7.1515i", + "24.7604+6.7793i", + "24.1316+6.5356i", + "23.9316+6.4503i", + "24.4807+6.6144i", + "25.5505+6.9512i", + "27.4124+7.5573i", + "29.2937+8.1935i", + "30.8284+8.6937i", + "31.5697+8.9082i", + "31.725+8.9337i", + "31.18+8.7389i", + "30.6169+8.5959i", + "30.2055+8.5119i", + "30.1118+8.5413i", + "30.2236+8.6358i", + "30.8061+8.8705i", + "33.1668+9.7432i", + "34.1649+10.1876i", + "33.6831+10.0489i", + "33.1586+9.8813i", + "32.323+9.6011i", + "30.8242+9.0745i", + "28.7784+8.3224i", + "26.9055+7.686i", + "25.5492+7.1892i", + "24.7593+6.9018i", + "24.6819+6.8516i", + "24.7263+6.8337i", + "25.5227+7.013i", + "27.0953+7.5043i", + "28.5261+8.1282i", + "28.9594+8.3902i", + "28.385+8.1832i", + "27.4329+7.8364i", + "27.2567+7.7765i", + "26.72+7.5729i", + "27.0325+7.703i", + "27.2202+7.7904i", + "27.5205+7.8786i", + "28.4902+8.1164i", + "31.2245+8.9565i", + "31.5411+9.1264i", + "30.5923+8.8073i", + "29.8468+8.5528i", + "29.284+8.3918i", + "28.4233+8.1478i", + "27.1142+7.7007i", + "25.7676+7.2803i", + "24.8386+6.9256i", + "24.4297+6.7694i", + "23.935+6.5805i", + "23.7455+6.5081i", + "24.0998+6.6434i", + "24.7995+6.9106i", + "25.5581+7.2003i", + "25.8694+7.3192i", + "25.3055+7.1039i", + "25.1881+7.059i", + "25.0953+7.0236i", + "25.2007+7.0638i", + "25.4501+7.1591i", + "25.9011+7.3313i", + "25.7492+7.2733i", + "26.7729+7.6642i", + "29.3326+8.6418i", + "29.8854+8.8529i", + "29.696+8.7805i", + "29.5169+8.7121i", + "29.0815+8.5459i", + "28.0557+8.1541i", + "26.6356+7.6118i", + "25.2289+7.0785i", + "24.3079+6.7325i", + "24.1107+6.6589i", + "23.9452+6.5912i", + "24.256+6.6816i", + "24.945+6.879i", + "26.6441+7.4327i", + "28.6613+8.0903i", + "29.6287+8.3419i", + "29.9106+8.3782i", + "29.3259+8.1136i", + "29.1496+8.0487i", + "28.4816+7.8367i", + "28.4227+7.8298i", + "28.5742+7.9247i", + "29.008+8.1254i", + "30.1655+8.5978i", + "32.8476+9.6207i", + "34.153+10.1876i", + "33.8049+10.1163i", + "33.2605+9.9455i", + "32.4454+9.6971i", + "30.9043+9.17i", + "28.7719+8.3936i", + "27.3045+7.6597i", + "26.1099+7.2034i", + "25.8736+7.1132i", + "25.529+6.9816i", + "25.368+6.9201i", + "26.0551+7.1825i", + "27.9094+7.8907i", + "29.6233+8.5452i", + "29.6905+8.5709i", + "28.8475+8.2489i", + "27.6779+7.8023i", + "26.4506+7.3336i", + "25.967+7.1489i", + "26.0801+7.1921i", + "25.986+7.1562i", + "26.6936+7.4264i", + "28.6873+8.1877i", + "31.6659+9.3252i", + "33.1311+9.8848i", + "32.9297+9.8078i", + "32.5004+9.6439i", + "31.7751+9.3669i", + "30.4933+8.8774i", + "28.6405+8.1699i", + "26.9003+7.6564i", + "25.7878+7.2315i", + "25.041+6.9463i", + "24.6606+6.801i", + "24.6206+6.7858i", + "25.0973+6.9678i", + "26.2032+7.3902i", + "27.2505+7.7901i", + "27.309+7.8125i", + "26.3754+7.4559i", + "25.2505+7.0263i", + "24.7525+6.8362i", + "24.1733+6.6149i", + "23.9063+6.513i", + "24.0465+6.5665i", + "24.8113+6.8586i", + "26.5444+7.5204i", + "29.8783+8.7936i", + "31.453+9.395i", + "31.3707+9.3636i", + "31.0327+9.2345i", + "30.4453+9.0101i", + "29.2619+8.5582i", + "27.6472+7.9416i", + "26.2014+7.3951i", + "25.0928+6.9717i", + "24.378+6.6987i", + "23.9916+6.5512i", + "23.9142+6.5216i", + "24.1881+6.6262i", + "24.9762+6.9272i", + "25.7523+7.2236i", + "25.941+7.2956i", + "25.7582+7.2258i", + "25.4511+7.1086i", + "24.8834+6.8917i", + "25.3548+7.0718i", + "25.2814+7.0437i", + "25.8842+7.2739i", + "26.5524+7.5291i", + "27.7897+8.0016i", + "30.6995+9.1128i", + "31.7605+9.518i", + "31.5861+9.4514i", + "31.0348+9.2409i", + "30.2643+8.9467i", + "28.8009+8.3878i", + "26.9006+7.6621i", + "25.3813+7.1042i", + "24.3803+6.7317i", + "23.7748+6.4969i", + "23.5271+6.4017i", + "23.737+6.4547i", + "24.7144+6.7805i", + "26.6892+7.4628i", + "28.6923+8.157i", + "29.4531+8.3636i", + "29.4397+8.3018i", + "28.7386+8.0127i", + "28.1287+7.7937i", + "27.6338+7.6378i", + "27.2477+7.5193i", + "27.1995+7.541i", + "27.7932+7.8173i", + "29.0565+8.3258i", + "31.9131+9.4068i", + "33.3311+9.9929i", + "32.987+9.8923i", + "32.3804+9.6801i", + "31.416+9.3413i", + "29.8308+8.7729i", + "27.7829+8.0126i", + "26.079+7.3801i", + "25.043+6.9876i", + "24.3317+6.7148i", + "24.0081+6.591i", + "24.0979+6.6165i", + "24.9785+6.9374i", + "26.628+7.5439i", + "28.0836+8.0767i", + "28.2653+8.1188i", + "27.3513+7.7513i", + "26.7258+7.5054i", + "26.2857+7.3419i", + "25.5732+7.0806i", + "25.4794+7.0542i", + "25.8306+7.2014i", + "26.0994+7.3202i", + "27.2923+7.7842i", + "30.1321+8.8655i", + "31.5043+9.404i", + "30.6455+9.0861i", + "29.6073+8.696i", + "28.6051+8.3228i", + "27.6322+7.9633i", + "26.8059+7.6548i" + ], + [ + "1", + "6.247+1.2666i", + "6.2149+1.2524i", + "6.1868+1.2399i", + "6.1701+1.2325i", + "6.1636+1.2296i", + "6.1761+1.2351i", + "6.2032+1.2472i", + "6.22+1.2546i", + "6.2047+1.2478i", + "6.1752+1.2347i", + "6.1517+1.2243i", + "6.1268+1.2133i", + "6.1035+1.2029i", + "6.0971+1.2i", + "6.1112+1.2063i", + "6.1476+1.2225i", + "6.2183+1.2539i", + "6.3498+1.3123i", + "6.4331+1.3492i", + "6.4298+1.3478i", + "6.4205+1.3437i", + "6.3934+1.3316i", + "6.3389+1.3074i", + "6.273+1.2781i", + "6.3307+1.2723i", + "6.2817+1.2556i", + "6.2526+1.245i", + "6.273+1.2473i", + "6.3474+1.2639i", + "6.5434+1.3098i", + "6.8622+1.3826i", + "7.1693+1.4542i", + "7.3101+1.4797i", + "7.3333+1.4737i", + "7.3295+1.461i", + "7.2863+1.4446i", + "7.2318+1.4277i", + "7.2264+1.4245i", + "7.1762+1.418i", + "7.1177+1.416i", + "7.0883+1.4288i", + "7.1037+1.4614i", + "7.0741+1.4789i", + "7.0045+1.4659i", + "6.9031+1.4465i", + "6.7795+1.4189i", + "6.6306+1.3764i", + "6.4919+1.3327i", + "6.6134+1.3349i", + "6.5618+1.3153i", + "6.5249+1.3023i", + "6.5362+1.302i", + "6.6084+1.3178i", + "6.7794+1.3584i", + "7.0601+1.4274i", + "7.3075+1.4898i", + "7.44+1.5131i", + "7.4392+1.5001i", + "7.447+1.4888i", + "7.4124+1.4731i", + "7.3693+1.4579i", + "7.3392+1.4529i", + "7.3046+1.4509i", + "7.2496+1.4459i", + "7.2254+1.4551i", + "7.2608+1.4883i", + "7.2264+1.5023i", + "7.165+1.4905i", + "7.0707+1.472i", + "6.9527+1.4425i", + "6.8217+1.404i", + "6.6988+1.3627i", + "6.8988+1.378i", + "6.8633+1.3623i", + "6.8402+1.352i", + "6.8313+1.3481i", + "6.845+1.3542i", + "6.8874+1.373i", + "6.9744+1.4116i", + "7.0502+1.4452i", + "7.0551+1.4474i", + "7.0228+1.4331i", + "6.9822+1.4151i", + "6.9443+1.3982i", + "6.9136+1.3846i", + "6.9047+1.3806i", + "6.9069+1.3816i", + "6.925+1.3896i", + "6.9717+1.4104i", + "7.0648+1.4517i", + "7.1276+1.4796i", + "7.114+1.4735i", + "7.0937+1.4645i", + "7.0587+1.449i", + "7.0052+1.4252i", + "6.939+1.3959i", + "6.7632+1.351i", + "6.7239+1.3336i", + "6.7056+1.3255i", + "6.6947+1.3206i", + "6.6918+1.3191i", + "6.7099+1.3267i", + "6.7517+1.3445i", + "6.7945+1.3628i", + "6.8302+1.3782i", + "6.8719+1.3965i", + "6.881+1.4003i", + "6.8796+1.3997i", + "6.8772+1.3986i", + "6.8675+1.3944i", + "6.8736+1.3973i", + "6.8791+1.4001i", + "6.8888+1.4047i", + "6.9549+1.4344i", + "6.9808+1.4463i", + "6.9649+1.4395i", + "6.9375+1.4275i", + "6.9044+1.4131i", + "6.8539+1.3909i", + "6.7902+1.3629i", + "6.3402+1.2782i", + "6.2984+1.2603i", + "6.2716+1.2483i", + "6.2559+1.241i", + "6.263+1.2415i", + "6.304+1.2511i", + "6.3541+1.2628i", + "6.4247+1.2819i", + "6.481+1.2928i", + "6.5177+1.302i", + "6.5594+1.3146i", + "6.5595+1.3154i", + "6.5504+1.3142i", + "6.5518+1.3156i", + "6.5588+1.3219i", + "6.5645+1.3269i", + "6.5796+1.3401i", + "6.6529+1.3765i", + "6.6779+1.3963i", + "6.6401+1.3875i", + "6.5959+1.3741i", + "6.5306+1.3512i", + "6.4543+1.3212i", + "6.3846+1.2938i", + "6.348+1.2727i", + "6.2826+1.2506i", + "6.273+1.2472i", + "6.26+1.2428i", + "6.2955+1.2523i", + "6.4319+1.2789i", + "6.6999+1.3485i", + "6.9849+1.4237i", + "7.196+1.4618i", + "7.3077+1.4765i", + "7.3536+1.4776i", + "7.3611+1.4712i", + "7.3056+1.4586i", + "7.29+1.4517i", + "7.2724+1.4523i", + "7.2482+1.4521i", + "7.1821+1.4506i", + "7.1859+1.4751i", + "7.1148+1.4797i", + "6.9851+1.455i", + "6.8712+1.4295i", + "6.7175+1.3915i", + "6.57+1.3466i", + "6.452+1.3069i", + "6.158+1.2431i", + "6.119+1.2302i", + "6.0886+1.2181i", + "6.1017+1.2169i", + "6.1909+1.2346i", + "6.4464+1.2886i", + "6.8434+1.3777i", + "7.1558+1.4523i", + "7.3304+1.4811i", + "7.4241+1.4944i", + "7.4936+1.5013i", + "7.5+1.4966i", + "7.469+1.489i", + "7.4703+1.4887i", + "7.4046+1.4764i", + "7.3232+1.4665i", + "7.2228+1.4571i", + "7.2155+1.477i", + "7.1247+1.4766i", + "6.97+1.447i", + "6.8252+1.4166i", + "6.637+1.3743i", + "6.4598+1.3271i", + "6.2988+1.2798i", + "6.1341+1.2408i", + "6.0841+1.2241i", + "6.0571+1.2124i", + "6.0468+1.2076i", + "6.1051+1.221i", + "6.3173+1.2637i", + "6.6538+1.3423i", + "7.0238+1.4295i", + "7.2943+1.4745i", + "7.4402+1.4921i", + "7.4687+1.4915i", + "7.4917+1.4873i", + "7.4324+1.4753i", + "7.4364+1.4777i", + "7.3974+1.4737i", + "7.3144+1.4644i", + "7.1987+1.4495i", + "7.1743+1.4659i", + "7.0841+1.47i", + "6.9061+1.436i", + "6.7459+1.4033i", + "6.5599+1.3609i", + "6.4042+1.32i", + "6.2732+1.279i", + "6.3013+1.2678i", + "6.2551+1.2507i", + "6.2172+1.2378i", + "6.2299+1.2373i", + "6.3026+1.2521i", + "6.4904+1.296i", + "6.8175+1.3744i", + "7.1116+1.446i", + "7.2511+1.4701i", + "7.2518+1.4644i", + "7.256+1.4557i", + "7.2094+1.4396i", + "7.167+1.4261i", + "7.1513+1.4215i", + "7.1172+1.4182i", + "7.0578+1.4129i", + "6.9863+1.4101i", + "6.9766+1.43i", + "6.9285+1.4416i", + "6.8492+1.425i", + "6.7631+1.406i", + "6.6169+1.3708i", + "6.499+1.3368i", + "6.3815+1.2986i", + "6.3063+1.2709i", + "6.2603+1.2542i", + "6.2432+1.2451i", + "6.2571+1.2435i", + "6.33+1.2587i", + "6.5243+1.3024i", + "6.8655+1.3828i", + "7.1546+1.4517i", + "7.3182+1.4806i", + "7.3566+1.4868i", + "7.3877+1.4877i", + "7.3614+1.4749i", + "7.3351+1.4653i", + "7.3268+1.4606i", + "7.2701+1.4525i", + "7.1875+1.4398i", + "7.1165+1.4359i", + "7.0736+1.4503i", + "6.9831+1.4498i", + "6.8801+1.4271i", + "6.7814+1.4035i", + "6.6507+1.3721i", + "6.5105+1.3354i", + "6.3896+1.2977i", + "6.2798+1.264i", + "6.2504+1.2509i", + "6.2222+1.2384i", + "6.2061+1.2313i", + "6.2015+1.2292i", + "6.2179+1.2365i", + "6.2543+1.2527i", + "6.2848+1.2662i", + "6.317+1.2805i", + "6.3309+1.2867i", + "6.318+1.281i", + "6.295+1.2707i", + "6.2719+1.2605i", + "6.256+1.2534i", + "6.2499+1.2507i", + "6.2537+1.2524i", + "6.2965+1.2714i", + "6.3849+1.3106i", + "6.4514+1.3402i", + "6.4417+1.3359i", + "6.4229+1.3275i", + "6.3974+1.3162i", + "6.3555+1.2976i", + "6.3018+1.2738i", + "6.1349+1.2351i", + "6.1034+1.2211i", + "6.0776+1.2096i", + "6.0639+1.2036i", + "6.0642+1.2037i", + "6.0714+1.2069i", + "6.099+1.2192i", + "6.1303+1.233i", + "6.1384+1.2366i", + "6.1184+1.2278i", + "6.0962+1.2179i", + "6.0798+1.2106i", + "6.0786+1.2101i", + "6.1039+1.2213i", + "6.1161+1.2267i", + "6.1416+1.238i", + "6.1826+1.2562i", + "6.2823+1.3005i", + "6.3443+1.3281i", + "6.3374+1.325i", + "6.3191+1.3169i", + "6.2816+1.3002i", + "6.2202+1.2729i", + "6.1614+1.2469i", + "6.0622+1.2159i", + "5.9808+1.1939i", + "5.957+1.1848i", + "5.9496+1.1819i", + "6.0165+1.1974i", + "6.264+1.2516i", + "6.7886+1.3595i", + "7.3016+1.4743i", + "7.7589+1.5584i", + "7.9493+1.5938i", + "8.0736+1.6165i", + "8.1628+1.6304i", + "8.0569+1.6135i", + "8.0448+1.6093i", + "7.983+1.5956i", + "7.8066+1.5675i", + "7.6738+1.5502i", + "7.5889+1.5532i", + "7.3693+1.5307i", + "7.1246+1.4851i", + "6.9338+1.4475i", + "6.6863+1.3937i", + "6.4247+1.3286i", + "6.2412+1.2734i", + "6.2258+1.253i", + "6.1669+1.2327i", + "6.1609+1.2285i", + "6.1787+1.2276i", + "6.2855+1.2474i", + "6.5334+1.2972i", + "6.9632+1.3921i", + "7.3824+1.4896i", + "7.6635+1.5424i", + "7.7946+1.5664i", + "7.8472+1.5731i", + "7.8496+1.5689i", + "7.8359+1.5617i", + "7.8745+1.5739i", + "7.8278+1.5707i", + "7.7028+1.5519i", + "7.5367+1.5286i", + "7.4431+1.5293i", + "7.2825+1.5151i", + "7.1102+1.482i", + "6.957+1.4513i", + "6.7654+1.4061i", + "6.5772+1.3518i", + "6.4174+1.3026i", + "6.1893+1.252i", + "6.1095+1.2268i", + "6.0567+1.2106i", + "6.0512+1.206i", + "6.0937+1.2145i", + "6.3237+1.2594i", + "6.7139+1.348i", + "7.1025+1.4392i", + "7.4702+1.503i", + "7.6865+1.5355i", + "7.734+1.5403i", + "7.733+1.5406i", + "7.6722+1.5311i", + "7.7224+1.5422i", + "7.6874+1.5402i", + "7.6244+1.5303i", + "7.4255+1.5032i", + "7.3647+1.5107i", + "7.2342+1.5012i", + "6.998+1.4582i", + "6.8204+1.422i", + "6.6138+1.3739i", + "6.4237+1.3212i", + "6.2543+1.271i", + "5.9439+1.2069i", + "5.8581+1.1822i", + "5.8269+1.1703i", + "5.8018+1.162i", + "5.879+1.1775i", + "6.2168+1.2436i", + "6.6857+1.3386i", + "7.1897+1.451i", + "7.6594+1.5339i", + "7.9213+1.5806i", + "8.0793+1.6077i", + "8.0162+1.597i", + "7.9239+1.581i", + "7.9495+1.581i", + "7.7818+1.5562i", + "7.6086+1.5271i", + "7.4434+1.5019i", + "7.3014+1.4935i", + "7.1526+1.4827i", + "6.9372+1.4415i", + "6.7421+1.4032i", + "6.4918+1.3501i", + "6.2441+1.2929i", + "6.037+1.2354i", + "6.3139+1.2683i", + "6.2603+1.2477i", + "6.2326+1.2361i", + "6.2383+1.2336i", + "6.279+1.2423i", + "6.3941+1.2715i", + "6.6112+1.3314i", + "6.82+1.3903i", + "6.9172+1.4068i", + "6.9444+1.4052i", + "6.9629+1.4058i", + "6.9565+1.4011i", + "6.945+1.3962i", + "6.9184+1.3862i", + "6.8625+1.3718i", + "6.823+1.3664i", + "6.8071+1.3746i", + "6.814+1.3945i", + "6.8059+1.413i", + "6.737+1.3965i", + "6.6625+1.3775i", + "6.5749+1.3539i", + "6.4883+1.3291i", + "6.3997+1.2982i", + "6.0904+1.2319i", + "6.0511+1.2144i", + "6.0217+1.2014i", + "6.0061+1.1944i", + "6.0036+1.1933i", + "6.0189+1.2001i", + "6.0581+1.2175i", + "6.0932+1.2331i", + "6.0967+1.2347i", + "6.0806+1.2275i", + "6.0601+1.2184i", + "6.0373+1.2083i", + "6.0226+1.2018i", + "6.022+1.2015i", + "6.044+1.2112i", + "6.057+1.217i", + "6.0925+1.2328i", + "6.1669+1.2658i", + "6.2336+1.2954i", + "6.2241+1.2912i", + "6.2017+1.2813i", + "6.1864+1.2745i", + "6.1444+1.2558i", + "6.0919+1.2325i", + "5.9555+1.1972i", + "5.9207+1.1817i", + "5.8963+1.1709i", + "5.881+1.1641i", + "5.8774+1.1625i", + "5.8871+1.1668i", + "5.9139+1.1787i", + "5.9402+1.1904i", + "5.9572+1.1979i", + "5.9691+1.2032i", + "5.9607+1.1995i", + "5.946+1.193i", + "5.9403+1.1904i", + "5.9554+1.1971i", + "5.956+1.1974i", + "5.9816+1.2087i", + "6.0034+1.2184i", + "6.0813+1.253i", + "6.1512+1.284i", + "6.1378+1.2781i", + "6.1275+1.2735i", + "6.106+1.264i", + "6.0568+1.2422i", + "6.0009+1.2173i", + "5.8745+1.1838i", + "5.7696+1.1588i", + "5.6946+1.1409i", + "5.6886+1.1371i", + "5.7461+1.1507i", + "5.9417+1.1932i", + "6.321+1.2754i", + "6.4998+1.3227i", + "6.7062+1.3606i", + "6.9416+1.3942i", + "7.0574+1.4044i", + "7.1864+1.4193i", + "7.1301+1.4063i", + "7.1029+1.4045i", + "7.0083+1.3918i", + "6.9264+1.3843i", + "6.8772+1.3863i", + "7.1021+1.4462i", + "7.1707+1.483i", + "6.9927+1.4517i", + "6.7571+1.4077i", + "6.4811+1.3513i", + "6.2061+1.2865i", + "5.9299+1.2206i", + "6.0723+1.232i", + "6.0402+1.2172i", + "6.0252+1.2088i", + "6.0557+1.212i", + "6.1732+1.2354i", + "6.4062+1.2843i", + "6.811+1.3776i", + "7.1711+1.4645i", + "7.3507+1.4894i", + "7.395+1.4823i", + "7.3987+1.4684i", + "7.3624+1.4554i", + "7.3385+1.4508i", + "7.3062+1.4439i", + "7.2567+1.4405i", + "7.1307+1.4181i", + "7.0389+1.4141i", + "7.0289+1.4342i", + "7.0033+1.4583i", + "6.9077+1.4418i", + "6.7888+1.4168i", + "6.6344+1.3809i", + "6.4714+1.3343i", + "6.3127+1.2875i", + "6.239+1.2634i", + "6.1817+1.2451i", + "6.1403+1.2321i", + "6.1441+1.2304i", + "6.2044+1.2422i", + "6.4162+1.2858i", + "6.7984+1.3751i", + "7.1708+1.4678i", + "7.3744+1.496i", + "7.3888+1.4828i", + "7.4318+1.4805i", + "7.3894+1.4625i", + "7.2762+1.4402i", + "7.2645+1.4354i", + "7.2038+1.4297i", + "7.1259+1.4147i", + "7.0325+1.4135i", + "7.0401+1.4374i", + "7.0155+1.4577i", + "6.8956+1.4354i", + "6.7631+1.4104i", + "6.6003+1.3728i", + "6.4342+1.3254i", + "6.3006+1.2832i", + "6.1882+1.253i", + "6.1221+1.232i", + "6.0933+1.2215i", + "6.0938+1.2192i", + "6.1554+1.2323i", + "6.4065+1.2875i", + "6.7356+1.3651i", + "7.0385+1.4422i", + "7.2949+1.479i", + "7.3844+1.4853i", + "7.396+1.4722i", + "7.3532+1.4531i", + "7.3352+1.4498i", + "7.2732+1.4398i", + "7.1783+1.4275i", + "7.0558+1.4074i", + "6.985+1.4073i", + "7.0051+1.4321i", + "6.9849+1.4493i", + "6.8439+1.4217i", + "6.7189+1.3955i", + "6.5657+1.3613i", + "6.4095+1.3173i", + "6.2739+1.2783i", + "6.3359+1.2721i", + "6.3001+1.2577i", + "6.27+1.246i", + "6.2765+1.2451i", + "6.3319+1.2575i", + "6.4547+1.2902i", + "6.687+1.3516i", + "6.9138+1.4177i", + "6.9802+1.4255i", + "6.9462+1.4069i", + "6.9267+1.3955i", + "6.8776+1.375i", + "6.8396+1.3617i", + "6.8127+1.3551i", + "6.8051+1.3622i", + "6.7558+1.3539i", + "6.728+1.3587i", + "6.7567+1.3827i", + "6.7842+1.411i", + "6.722+1.3939i", + "6.6601+1.3764i", + "6.5663+1.3515i", + "6.4707+1.3221i", + "6.3869+1.2919i", + "6.1123+1.2319i", + "6.0708+1.2134i", + "6.0443+1.2017i", + "6.0309+1.1958i", + "6.0335+1.1969i", + "6.0633+1.2101i", + "6.1037+1.2281i", + "6.1306+1.24i", + "6.151+1.2491i", + "6.1205+1.2355i", + "6.1101+1.2309i", + "6.103+1.2278i", + "6.0905+1.2222i", + "6.0874+1.2208i", + "6.0957+1.2245i", + "6.107+1.2295i", + "6.1335+1.2413i", + "6.1992+1.2705i", + "6.2787+1.3057i", + "6.2634+1.299i", + "6.2419+1.2894i", + "6.2114+1.2759i", + "6.1681+1.2566i", + "6.1168+1.2339i", + "5.8377+1.1755i", + "5.8157+1.1657i", + "5.79+1.1543i", + "5.7776+1.1488i", + "5.7778+1.1489i", + "5.7865+1.1527i", + "5.8171+1.1663i", + "5.844+1.1782i", + "5.8436+1.1781i", + "5.8246+1.1696i", + "5.805+1.1609i", + "5.7842+1.1517i", + "5.7685+1.1447i", + "5.7798+1.1497i", + "5.7987+1.1582i", + "5.8206+1.1679i", + "5.8675+1.1887i", + "5.9435+1.2224i", + "6.0444+1.2672i", + "6.0405+1.2655i", + "6.0184+1.2557i", + "5.9824+1.2397i", + "5.9244+1.2139i", + "5.8759+1.1924i", + "5.7209+1.1532i", + "5.6553+1.134i", + "5.627+1.1265i", + "5.6258+1.1279i", + "5.7053+1.1448i", + "5.9736+1.1976i", + "6.4816+1.3044i", + "6.8267+1.3868i", + "7.2015+1.4519i", + "7.4483+1.4922i", + "7.5127+1.4989i", + "7.517+1.495i", + "7.451+1.4772i", + "7.4762+1.478i", + "7.3923+1.4655i", + "7.3189+1.455i", + "7.1303+1.4331i", + "7.0441+1.4381i", + "6.9324+1.4394i", + "6.673+1.3935i", + "6.4733+1.3527i", + "6.2392+1.3033i", + "6.0159+1.2513i", + "5.8524+1.202i", + "5.9776+1.2095i", + "5.9389+1.1972i", + "5.8991+1.1826i", + "5.8868+1.1795i", + "5.9214+1.1846i", + "6.1378+1.2276i", + "6.4813+1.3054i", + "6.7624+1.3761i", + "7.0765+1.4306i", + "7.248+1.4547i", + "7.2823+1.4522i", + "7.2524+1.4425i", + "7.1836+1.4249i", + "7.1731+1.4229i", + "7.1353+1.4189i", + "7.1002+1.4204i", + "6.9989+1.4097i", + "6.9467+1.4177i", + "6.876+1.4284i", + "6.7321+1.4014i", + "6.5757+1.369i", + "6.3859+1.3257i", + "6.2052+1.2769i", + "6.0674+1.2337i", + "5.9678+1.2014i", + "5.9314+1.191i", + "5.9034+1.1795i", + "5.9012+1.1769i", + "5.9618+1.1893i", + "6.1598+1.2337i", + "6.472+1.306i", + "6.8013+1.3852i", + "7.0391+1.4248i", + "7.1306+1.436i", + "7.1816+1.4377i", + "7.1703+1.4275i", + "7.1107+1.413i", + "7.0739+1.4007i", + "7.0154+1.391i", + "6.9254+1.383i", + "6.8663+1.3862i", + "6.8519+1.4013i", + "6.8312+1.421i", + "6.6805+1.3929i", + "6.5479+1.3651i", + "6.3767+1.3241i", + "6.2102+1.2766i", + "6.0721+1.2335i", + "6.0611+1.22i", + "5.9947+1.1987i", + "5.9636+1.1874i", + "5.9545+1.1836i", + "6.0143+1.1962i", + "6.2123+1.2371i", + "6.5481+1.3149i", + "6.8732+1.3957i", + "7.1018+1.4334i", + "7.2436+1.4558i", + "7.3164+1.4669i", + "7.3301+1.4645i", + "7.261+1.4509i", + "7.278+1.4557i", + "7.1937+1.4398i", + "7.1073+1.422i", + "7.0033+1.4134i", + "6.9735+1.4236i", + "6.9354+1.4405i", + "6.7808+1.4126i", + "6.6521+1.3851i", + "6.4956+1.3481i", + "6.3214+1.3003i", + "6.1867+1.2612i", + "6.3299+1.2669i", + "6.2852+1.2493i", + "6.2479+1.2359i", + "6.2535+1.2338i", + "6.3061+1.2456i", + "6.4147+1.2722i", + "6.6239+1.3306i", + "6.8048+1.3846i", + "6.8908+1.3977i", + "6.9211+1.3975i", + "6.9376+1.3982i", + "6.9351+1.3955i", + "6.919+1.3912i", + "6.9016+1.387i", + "6.872+1.3847i", + "6.833+1.3824i", + "6.8129+1.3873i", + "6.8144+1.4015i", + "6.8165+1.4171i", + "6.7541+1.4012i", + "6.6941+1.3837i", + "6.6059+1.3588i", + "6.5025+1.3264i", + "6.3998+1.2907i", + "6.2854+1.2569i", + "6.2423+1.239i", + "6.2244+1.232i", + "6.2087+1.2251i", + "6.207+1.2239i", + "6.2302+1.2318i", + "6.2741+1.2488i", + "6.3027+1.2632i", + "6.3476+1.2807i", + "6.3917+1.295i", + "6.4404+1.3116i", + "6.4462+1.313i", + "6.4242+1.3046i", + "6.4077+1.2982i", + "6.4022+1.2959i", + "6.4+1.2973i", + "6.3993+1.2973i", + "6.4683+1.3234i", + "6.5544+1.3595i", + "6.5326+1.3528i", + "6.4982+1.3407i", + "6.4561+1.326i", + "6.4124+1.3101i", + "6.3486+1.2839i", + "5.9644+1.2079i", + "5.9216+1.1907i", + "5.8971+1.1796i", + "5.8827+1.1726i", + "5.8978+1.1732i", + "5.9716+1.1879i", + "6.0963+1.2151i", + "6.2162+1.2419i", + "6.3544+1.2706i", + "6.459+1.2974i", + "6.4836+1.3034i", + "6.4983+1.3089i", + "6.4627+1.3026i", + "6.4633+1.3015i", + "6.425+1.2934i", + "6.3988+1.291i", + "6.3602+1.2859i", + "6.3562+1.2951i", + "6.3859+1.3207i", + "6.3133+1.3065i", + "6.2807+1.304i", + "6.2113+1.2852i", + "6.119+1.2553i", + "6.0242+1.2204i", + "5.7112+1.1586i", + "5.6481+1.1405i", + "5.5598+1.1219i", + "5.5678+1.122i", + "5.672+1.1427i", + "6.0367+1.2151i", + "6.62+1.3319i", + "7.0867+1.435i", + "7.4798+1.504i", + "7.7967+1.5551i", + "7.9588+1.5835i", + "8.024+1.5915i", + "7.9205+1.5754i", + "7.8894+1.5658i", + "7.7222+1.533i", + "7.5893+1.512i", + "7.4976+1.5026i", + "7.5249+1.5234i", + "7.5945+1.5599i", + "7.3155+1.5131i", + "6.9501+1.447i", + "6.561+1.3716i", + "6.2246+1.297i", + "5.9053+1.226i", + "6.1756+1.2531i", + "6.1159+1.2348i", + "6.0995+1.2271i", + "6.0998+1.224i", + "6.177+1.2355i", + "6.4453+1.2911i", + "6.8692+1.3857i", + "7.2781+1.4776i", + "7.6327+1.5371i", + "7.8044+1.56i", + "7.7799+1.5441i", + "7.7863+1.5405i", + "7.6866+1.5226i", + "7.6358+1.5093i", + "7.5216+1.4845i", + "7.4271+1.4702i", + "7.2777+1.4557i", + "7.2091+1.4659i", + "7.216+1.5015i", + "7.0127+1.4675i", + "6.8488+1.4386i", + "6.6549+1.3955i", + "6.4661+1.346i", + "6.3174+1.3008i", + "6.4214+1.3006i", + "6.3603+1.2818i", + "6.3444+1.2724i", + "6.3453+1.2708i", + "6.4058+1.2837i", + "6.5859+1.328i", + "6.9449+1.4141i", + "7.2437+1.489i", + "7.4981+1.5236i", + "7.616+1.5263i", + "7.5851+1.5081i", + "7.4994+1.4809i", + "7.4156+1.4592i", + "7.4092+1.4573i", + "7.3059+1.4402i", + "7.2546+1.434i", + "7.1668+1.4323i", + "7.125+1.4475i", + "7.1724+1.4896i", + "7.0627+1.4746i", + "6.9383+1.4513i", + "6.7821+1.4159i", + "6.622+1.3707i", + "6.4982+1.3301i", + "6.6101+1.3336i", + "6.5637+1.3155i", + "6.5322+1.304i", + "6.5539+1.307i", + "6.6228+1.3215i", + "6.8017+1.3669i", + "7.0976+1.4416i", + "7.3547+1.5091i", + "7.4689+1.5206i", + "7.4269+1.5013i", + "7.3964+1.4798i", + "7.3549+1.4643i", + "7.3109+1.4494i", + "7.2946+1.445i", + "7.2423+1.4358i", + "7.1717+1.4267i", + "7.1162+1.4272i", + "7.121+1.4473i", + "7.1684+1.4866i", + "7.1235+1.4814i", + "7.0478+1.4656i", + "6.9295+1.4376i", + "6.812+1.3997i", + "6.6956+1.3601i", + "6.7434+1.3477i", + "6.706+1.3319i", + "6.6927+1.3269i", + "6.6931+1.3254i", + "6.7231+1.334i", + "6.8031+1.3606i", + "6.9503+1.4108i", + "7.0719+1.4524i", + "7.0884+1.4501i", + "7.0743+1.4404i", + "7.0292+1.4188i", + "6.9902+1.4028i", + "6.9706+1.395i", + "6.9683+1.3956i", + "6.9596+1.3944i", + "6.9523+1.3966i", + "6.958+1.4055i", + "6.9911+1.4262i", + "7.0596+1.462i", + "7.0369+1.4562i", + "7.0038+1.4456i", + "6.9455+1.4264i", + "6.8739+1.3997i", + "6.7997+1.3701i", + "6.4156+1.2914i", + "6.399+1.2841i", + "6.3685+1.2705i", + "6.3516+1.263i", + "6.3529+1.2636i", + "6.3685+1.2705i", + "6.4093+1.2887i", + "6.4374+1.3011i", + "6.4672+1.3143i", + "6.4649+1.3133i", + "6.4514+1.3073i", + "6.4256+1.2959i", + "6.4055+1.287i", + "6.3961+1.2828i", + "6.3839+1.2773i", + "6.3713+1.2718i", + "6.4002+1.2846i", + "6.4719+1.3165i", + "6.575+1.3622i", + "6.5718+1.3608i", + "6.5557+1.3536i", + "6.5317+1.343i", + "6.5007+1.3292i", + "6.4462+1.305i", + "6.1968+1.2508i", + "6.1626+1.2361i", + "6.1417+1.2265i", + "6.1296+1.2206i", + "6.1364+1.2211i", + "6.1702+1.2293i", + "6.2396+1.2499i", + "6.2866+1.2616i", + "6.3474+1.2772i", + "6.3565+1.2761i", + "6.3441+1.2704i", + "6.3326+1.2654i", + "6.3239+1.2631i", + "6.3142+1.259i", + "6.2846+1.2504i", + "6.2928+1.2577i", + "6.3131+1.2714i", + "6.3766+1.3043i", + "6.4825+1.3541i", + "6.4669+1.3535i", + "6.4413+1.3464i", + "6.3935+1.3294i", + "6.3251+1.3025i", + "6.2477+1.2702i", + "6.5893+1.3182i", + "6.5511+1.3028i", + "6.5364+1.2961i", + "6.5371+1.296i", + "6.5713+1.307i", + "6.6706+1.334i", + "6.8518+1.3902i", + "7.0084+1.4384i", + "7.1134+1.452i", + "7.1152+1.4388i", + "7.0825+1.4196i", + "7.0503+1.4046i", + "7.0288+1.3965i", + "7.0014+1.3909i", + "6.9815+1.3881i", + "6.9748+1.3922i", + "6.9585+1.4007i", + "6.9816+1.4233i", + "7.0684+1.4725i", + "7.0219+1.468i", + "6.9578+1.4512i", + "6.877+1.4277i", + "6.7729+1.39i", + "6.6711+1.3515i", + "6.7039+1.3447i", + "6.6662+1.3287i", + "6.6501+1.3209i", + "6.6573+1.3203i", + "6.7194+1.3337i", + "6.852+1.3667i", + "7.1028+1.4358i", + "7.3107+1.494i", + "7.3742+1.4978i", + "7.3864+1.4906i", + "7.3872+1.4861i", + "7.3718+1.477i", + "7.353+1.4691i", + "7.3542+1.4725i", + "7.3348+1.473i", + "7.2768+1.4646i", + "7.2398+1.4655i", + "7.2244+1.4762i", + "7.2555+1.5071i", + "7.1977+1.4946i", + "7.1244+1.4769i", + "7.0278+1.4494i", + "6.9096+1.4093i", + "6.8001+1.3686i", + "6.2992+1.2744i", + "6.2145+1.2503i", + "6.1747+1.2367i", + "6.159+1.2305i", + "6.2318+1.2444i", + "6.5105+1.3022i", + "6.8744+1.3824i", + "7.2731+1.4745i", + "7.6523+1.5429i", + "7.8608+1.5782i", + "8.0229+1.6006i", + "8.1038+1.6109i", + "8.0496+1.6032i", + "8.0056+1.5948i", + "7.856+1.5699i", + "7.722+1.5489i", + "7.5409+1.5233i", + "7.4204+1.5158i", + "7.3835+1.5288i", + "7.1761+1.4927i", + "6.9905+1.4556i", + "6.7893+1.4099i", + "6.5651+1.3521i", + "6.3954+1.3007i", + "6.1212+1.2429i", + "6.0334+1.2183i", + "5.9994+1.2047i", + "5.9876+1.2001i", + "6.0569+1.2136i", + "6.3262+1.2675i", + "6.7689+1.3592i", + "7.1006+1.4385i", + "7.5434+1.5169i", + "7.83+1.5677i", + "7.8673+1.5783i", + "7.9011+1.583i", + "7.8187+1.5653i", + "7.7418+1.5483i", + "7.5941+1.5132i", + "7.455+1.4837i", + "7.2805+1.4586i", + "7.1892+1.4589i", + "7.1798+1.4769i", + "6.954+1.4442i", + "6.7807+1.411i", + "6.6118+1.3723i", + "6.4352+1.3244i", + "6.2588+1.2794i", + "6.4579+1.2959i", + "6.4151+1.2792i", + "6.3814+1.2654i", + "6.3838+1.2632i", + "6.4301+1.2729i", + "6.5558+1.3045i", + "6.7517+1.3558i", + "6.9349+1.4056i", + "7.0525+1.4312i", + "7.0612+1.427i", + "7.0602+1.4222i", + "7.0354+1.411i", + "7.0351+1.4114i", + "7.0267+1.4074i", + "7.0036+1.404i", + "6.952+1.3981i", + "6.9318+1.4036i", + "6.9289+1.4184i", + "6.9521+1.4444i", + "6.9094+1.4368i", + "6.8268+1.4136i", + "6.743+1.3931i", + "6.6352+1.3601i", + "6.5354+1.3264i", + "6.2869+1.2747i", + "6.2407+1.2542i", + "6.2088+1.2401i", + "6.2003+1.2363i", + "6.2032+1.2376i", + "6.2195+1.2448i", + "6.2585+1.2621i", + "6.2797+1.2715i", + "6.2917+1.2769i", + "6.2629+1.2641i", + "6.2442+1.2558i", + "6.207+1.2393i", + "6.1979+1.2353i", + "6.1898+1.2316i", + "6.1804+1.2275i", + "6.1984+1.2355i", + "6.2405+1.2541i", + "6.3023+1.2816i", + "6.4133+1.3309i", + "6.4247+1.3359i", + "6.4172+1.3326i", + "6.3977+1.324i", + "6.3502+1.3029i", + "6.2909+1.2765i", + "6.1822+1.2468i", + "6.1494+1.2322i", + "6.1264+1.222i", + "6.1271+1.2223i", + "6.1223+1.2202i", + "6.1205+1.2194i", + "6.1493+1.2322i", + "6.1648+1.239i", + "6.1704+1.2415i", + "6.1574+1.2358i", + "6.1412+1.2286i", + "6.1251+1.2214i", + "6.1141+1.2165i", + "6.1169+1.2178i", + "6.1193+1.2188i", + "6.1564+1.2353i", + "6.1768+1.2444i", + "6.2471+1.2756i", + "6.3653+1.328i", + "6.3824+1.3356i", + "6.3706+1.3304i", + "6.3449+1.319i", + "6.294+1.2964i", + "6.2472+1.2756i", + "6.2456+1.2642i", + "6.1903+1.2458i", + "6.09+1.2252i", + "6.0832+1.2219i", + "6.1219+1.232i", + "6.2605+1.2622i", + "6.5043+1.3221i", + "6.6195+1.3532i", + "6.7071+1.3661i", + "6.8341+1.3764i", + "6.9978+1.4015i", + "7.0712+1.4043i", + "7.0685+1.3974i", + "7.03+1.3871i", + "7.0184+1.3897i", + "7.0031+1.392i", + "7.034+1.4043i", + "7.177+1.4489i", + "7.4153+1.5188i", + "7.2862+1.5066i", + "7.0771+1.4702i", + "6.8497+1.4223i", + "6.5842+1.3598i", + "6.363+1.3029i", + "6.4458+1.3008i", + "6.4179+1.2886i", + "6.4038+1.2822i", + "6.4184+1.283i", + "6.5211+1.3062i", + "6.7114+1.3514i", + "7.0367+1.4354i", + "7.3141+1.5015i", + "7.4437+1.5168i", + "7.4482+1.5018i", + "7.4386+1.4843i", + "7.4102+1.4705i", + "7.3826+1.4576i", + "7.3353+1.4438i", + "7.2634+1.4337i", + "7.1828+1.422i", + "7.1265+1.4241i", + "7.1139+1.4453i", + "7.1352+1.4761i", + "7.1082+1.4834i", + "7.0228+1.4672i", + "6.8932+1.4361i", + "6.7459+1.3898i", + "6.613+1.347i", + "6.4345+1.302i", + "6.3853+1.2886i", + "6.3457+1.2757i", + "6.3544+1.2748i", + "6.4351+1.2922i", + "6.6416+1.3365i", + "7.1226+1.4413i", + "7.4321+1.5134i", + "7.7823+1.567i", + "7.9083+1.5774i", + "7.9636+1.5806i", + "7.9602+1.5778i", + "7.8786+1.5612i", + "7.863+1.5583i", + "7.7575+1.5396i", + "7.6063+1.5143i", + "7.4638+1.4978i", + "7.3745+1.5022i", + "7.3968+1.531i", + "7.2953+1.5227i", + "7.1312+1.4909i", + "6.9353+1.4475i", + "6.7346+1.3911i", + "6.5773+1.3447i", + "6.4156+1.3042i", + "6.3554+1.2839i", + "6.3109+1.2698i", + "6.3521+1.2749i", + "6.4513+1.2908i", + "6.7249+1.349i", + "7.1368+1.4425i", + "7.488+1.523i", + "7.7315+1.5605i", + "7.7939+1.5589i", + "7.8649+1.5603i", + "7.8497+1.5531i", + "7.7984+1.5373i", + "7.7572+1.5308i", + "7.6609+1.517i", + "7.5493+1.5043i", + "7.433+1.4898i", + "7.3447+1.4914i", + "7.3212+1.5183i", + "7.2338+1.5112i", + "7.0879+1.4832i", + "6.8939+1.4428i", + "6.7074+1.3919i", + "6.5331+1.3408i", + "6.8682+1.3802i", + "6.8322+1.3642i", + "6.8088+1.3538i", + "6.8044+1.3518i", + "6.8212+1.3593i", + "6.8685+1.3803i", + "6.9667+1.4239i", + "7.035+1.4542i", + "6.9942+1.4361i", + "6.9365+1.4105i", + "6.889+1.3894i", + "6.8512+1.3726i", + "6.8092+1.354i", + "6.7964+1.3483i", + "6.7934+1.347i", + "6.8102+1.3544i", + "6.8377+1.3666i", + "6.9168+1.4017i", + "7.0303+1.4521i", + "7.0509+1.4613i", + "7.0411+1.4569i", + "7.0169+1.4462i", + "6.9694+1.4251i", + "6.9114+1.3993i", + "6.4169+1.3029i", + "6.3784+1.2858i", + "6.3569+1.2763i", + "6.3457+1.2713i", + "6.3476+1.2721i", + "6.3689+1.2816i", + "6.4161+1.3026i", + "6.4301+1.3088i", + "6.4225+1.3054i", + "6.4017+1.2962i", + "6.3702+1.2822i", + "6.3285+1.2637i", + "6.3056+1.2535i", + "6.2944+1.2486i", + "6.2893+1.2463i", + "6.3093+1.2552i", + "6.3268+1.2629i", + "6.4016+1.2961i", + "6.5235+1.3503i", + "6.5338+1.3548i", + "6.5194+1.3484i", + "6.4937+1.337i", + "6.4517+1.3184i", + "6.4061+1.2981i", + "6.0298+1.2218i", + "5.9959+1.2068i", + "5.9829+1.201i", + "5.9758+1.1979i", + "5.9723+1.1963i", + "5.9846+1.2018i", + "6.0184+1.2168i", + "6.0264+1.2203i", + "6.0203+1.2176i", + "5.9912+1.2047i", + "5.9584+1.1902i", + "5.9201+1.1732i", + "5.9006+1.1645i", + "5.8901+1.1598i", + "5.9051+1.1665i", + "5.9347+1.1797i", + "5.9882+1.2034i", + "6.0739+1.2414i", + "6.1902+1.2931i", + "6.2069+1.3005i", + "6.1785+1.2879i", + "6.1557+1.2778i", + "6.0973+1.2518i", + "6.0309+1.2223i", + "6.3405+1.2639i", + "6.3046+1.2523i", + "6.1859+1.2295i", + "6.2901+1.2464i", + "6.3247+1.2562i", + "6.4238+1.2827i", + "6.6617+1.3463i", + "6.8239+1.395i", + "6.9656+1.4111i", + "7.0422+1.4175i", + "7.0562+1.412i", + "7.0298+1.4038i", + "7.0036+1.3968i", + "7.0333+1.4064i", + "6.9873+1.3987i", + "6.94+1.3932i", + "6.9109+1.3987i", + "6.8901+1.4092i", + "6.9274+1.4414i", + "6.8928+1.4389i", + "6.808+1.4198i", + "6.6956+1.3872i", + "6.5816+1.3494i", + "6.4624+1.3084i", + "6.16+1.2475i", + "6.1273+1.2334i", + "6.1068+1.2243i", + "6.1066+1.2225i", + "6.1489+1.2317i", + "6.2953+1.2643i", + "6.5802+1.3332i", + "6.9281+1.408i", + "7.2302+1.4547i", + "7.3873+1.4775i", + "7.4132+1.4766i", + "7.4188+1.4786i", + "7.4118+1.4785i", + "7.4006+1.4718i", + "7.4073+1.4755i", + "7.3424+1.4676i", + "7.2529+1.4569i", + "7.1608+1.456i", + "7.0825+1.4693i", + "6.9223+1.4434i", + "6.8401+1.423i", + "6.6989+1.3882i", + "6.5139+1.337i", + "6.3692+1.2958i", + "6.1307+1.2407i", + "6.0599+1.2204i", + "6.0381+1.2113i", + "6.0139+1.2041i", + "6.0359+1.2056i", + "6.155+1.235i", + "6.4241+1.3035i", + "6.7504+1.3777i", + "6.9789+1.4111i", + "7.0776+1.4206i", + "7.1128+1.4182i", + "7.1241+1.4157i", + "7.1326+1.417i", + "7.1271+1.4149i", + "7.1091+1.4153i", + "7.0373+1.4049i", + "6.9673+1.3988i", + "6.8983+1.4008i", + "6.8422+1.4146i", + "6.7414+1.4047i", + "6.686+1.391i", + "6.5619+1.3596i", + "6.4132+1.318i", + "6.2639+1.2772i", + "6.2009+1.2517i", + "6.1449+1.2309i", + "6.1147+1.2191i", + "6.1069+1.2151i", + "6.1293+1.2198i", + "6.216+1.2421i", + "6.418+1.2979i", + "6.5848+1.3406i", + "6.7314+1.3635i", + "6.7972+1.3727i", + "6.8124+1.3688i", + "6.79+1.3565i", + "6.7523+1.3434i", + "6.7299+1.3351i", + "6.6719+1.3242i", + "6.637+1.3218i", + "6.6151+1.3287i", + "6.6005+1.3458i", + "6.6656+1.3843i", + "6.6393+1.3869i", + "6.5646+1.3685i", + "6.4799+1.3457i", + "6.3557+1.3055i", + "6.2507+1.2694i", + "6.4153+1.2803i", + "6.3824+1.2657i", + "6.3614+1.2563i", + "6.3435+1.2484i", + "6.3417+1.2476i", + "6.3826+1.2658i", + "6.4571+1.2988i", + "6.5277+1.3302i", + "6.5388+1.3351i", + "6.5247+1.3288i", + "6.4898+1.3133i", + "6.4722+1.3055i", + "6.4733+1.306i", + "6.4832+1.3104i", + "6.4743+1.3065i", + "6.4719+1.3054i", + "6.4964+1.3163i", + "6.5397+1.3355i", + "6.6205+1.3714i", + "6.6339+1.3773i", + "6.6148+1.3688i", + "6.5824+1.3545i", + "6.5289+1.3307i", + "6.4607+1.3004i", + "6.1431+1.2348i", + "6.1195+1.2249i", + "6.0886+1.211i", + "6.0824+1.2073i", + "6.0908+1.2078i", + "6.1307+1.2194i", + "6.1908+1.2376i", + "6.2416+1.2519i", + "6.2896+1.2679i", + "6.3159+1.2789i", + "6.3185+1.279i", + "6.3221+1.2801i", + "6.326+1.2818i", + "6.3168+1.2777i", + "6.2911+1.2685i", + "6.2691+1.2618i", + "6.2616+1.2626i", + "6.2936+1.2821i", + "6.3577+1.3154i", + "6.3638+1.3201i", + "6.3288+1.3076i", + "6.2876+1.2926i", + "6.236+1.2731i", + "6.1715+1.2469i", + "5.9291+1.197i", + "5.9063+1.1869i", + "5.8785+1.1745i", + "5.8626+1.1675i", + "5.8532+1.1633i", + "5.8599+1.1663i", + "5.8844+1.1772i", + "5.8863+1.178i", + "5.8948+1.1818i", + "5.8966+1.1826i", + "5.8981+1.1832i", + "5.9056+1.1866i", + "5.8999+1.184i", + "5.8909+1.1801i", + "5.8951+1.1819i", + "5.894+1.1814i", + "5.9353+1.1998i", + "5.9882+1.2233i", + "6.0873+1.2672i", + "6.1138+1.279i", + "6.0944+1.2704i", + "6.0609+1.2555i", + "6.0075+1.2318i", + "5.9343+1.1993i", + "6.0279+1.2053i", + "5.9822+1.1902i", + "5.9694+1.1841i", + "5.9644+1.1819i", + "6.0089+1.1924i", + "6.1839+1.2325i", + "6.4464+1.3007i", + "6.6653+1.3538i", + "6.8797+1.3876i", + "6.9972+1.4019i", + "7.0707+1.4156i", + "7.0599+1.4125i", + "7.0755+1.4173i", + "7.0915+1.4183i", + "7.0289+1.4056i", + "6.957+1.3931i", + "6.858+1.3847i", + "6.7191+1.3705i", + "6.7474+1.4023i", + "6.6883+1.3989i", + "6.5959+1.378i", + "6.4599+1.3449i", + "6.3131+1.3016i", + "6.1973+1.2644i", + "6.1763+1.2492i", + "6.121+1.2312i", + "6.0967+1.2214i", + "6.0916+1.2185i", + "6.1518+1.2307i", + "6.3631+1.2721i", + "6.7112+1.3544i", + "7.0198+1.4223i", + "7.2969+1.4684i", + "7.4533+1.4877i", + "7.5757+1.5088i", + "7.5999+1.5136i", + "7.5496+1.5017i", + "7.5205+1.4993i", + "7.4906+1.5013i", + "7.3851+1.4806i", + "7.2483+1.4576i", + "7.0757+1.4433i", + "7.0536+1.4619i", + "6.9352+1.4434i", + "6.7822+1.4134i", + "6.6092+1.3732i", + "6.439+1.3267i", + "6.2905+1.2824i", + "6.0949+1.2366i", + "6.0207+1.2147i", + "5.9887+1.2025i", + "5.9667+1.1952i", + "6.0278+1.2071i", + "6.2567+1.2536i", + "6.5953+1.3314i", + "6.9227+1.4056i", + "7.3611+1.4796i", + "7.574+1.5144i", + "7.661+1.5269i", + "7.7052+1.5346i", + "7.5842+1.5113i", + "7.5984+1.5105i", + "7.5239+1.4947i", + "7.419+1.4774i", + "7.2649+1.4582i", + "7.0684+1.442i", + "7.0601+1.4607i", + "6.9506+1.4479i", + "6.7869+1.4143i", + "6.5811+1.3698i", + "6.3666+1.3138i", + "6.2256+1.2728i", + "6.1179+1.2404i", + "6.0586+1.2212i", + "6.0379+1.2109i", + "6.0172+1.2041i", + "6.0762+1.2161i", + "6.2821+1.2585i", + "6.5805+1.3316i", + "6.8402+1.3908i", + "7.1307+1.4345i", + "7.2794+1.4535i", + "7.302+1.4515i", + "7.3026+1.4483i", + "7.2351+1.4335i", + "7.1877+1.4255i", + "7.1318+1.4181i", + "7.0551+1.4096i", + "6.9508+1.3977i", + "6.8202+1.3903i", + "6.8759+1.4246i", + "6.8143+1.4229i", + "6.6856+1.3957i", + "6.5315+1.3608i", + "6.3656+1.3152i", + "6.2176+1.2708i", + "6.5409+1.3083i", + "6.5046+1.2921i", + "6.4812+1.2817i", + "6.474+1.2785i", + "6.489+1.2852i", + "6.5296+1.3032i", + "6.6149+1.3411i", + "6.6778+1.369i", + "6.6572+1.3599i", + "6.6169+1.342i", + "6.5874+1.3289i", + "6.5552+1.3146i", + "6.5252+1.3012i", + "6.5169+1.2976i", + "6.5272+1.3022i", + "6.5327+1.3046i", + "6.5681+1.3203i", + "6.6423+1.3533i", + "6.742+1.3975i", + "6.7812+1.4149i", + "6.7628+1.4067i", + "6.7331+1.3936i", + "6.68+1.37i", + "6.6354+1.3502i", + "6.3819+1.2913i", + "6.3455+1.2752i", + "6.3256+1.2664i", + "6.318+1.2629i", + "6.3145+1.2614i", + "6.3313+1.2689i", + "6.3671+1.2848i", + "6.3714+1.2867i", + "6.3644+1.2835i", + "6.3552+1.2795i", + "6.3585+1.2809i", + "6.3424+1.2738i", + "6.3181+1.263i", + "6.2974+1.2538i", + "6.3074+1.2583i", + "6.3302+1.2684i", + "6.35+1.2772i", + "6.4089+1.3033i", + "6.5018+1.3445i", + "6.528+1.3562i", + "6.5113+1.3488i", + "6.4874+1.3382i", + "6.4441+1.319i", + "6.3869+1.2935i", + "6.0943+1.2364i", + "6.0598+1.2211i", + "6.0343+1.2098i", + "6.0102+1.1991i", + "6.0126+1.2001i", + "6.0362+1.2106i", + "6.0657+1.2237i", + "6.0701+1.2256i", + "6.071+1.226i", + "6.0345+1.2098i", + "6.0197+1.2033i", + "6.0125+1.2001i", + "5.9868+1.1887i", + "5.9813+1.1862i", + "5.9919+1.1909i", + "5.9992+1.1942i", + "6.0572+1.2199i", + "6.1363+1.255i", + "6.224+1.294i", + "6.2653+1.3123i", + "6.247+1.3042i", + "6.1978+1.2823i", + "6.1294+1.252i", + "6.0904+1.2347i", + "6.0521+1.2171i", + "5.9925+1.2007i", + "5.9115+1.187i", + "5.8936+1.1869i", + "5.967+1.208i", + "6.292+1.2871i", + "6.7186+1.3876i", + "6.7425+1.3962i", + "6.8323+1.4048i", + "6.9785+1.415i", + "7.2157+1.4474i", + "7.3651+1.4627i", + "7.3562+1.4558i", + "7.3533+1.4522i", + "7.2677+1.4378i", + "7.2381+1.4343i", + "7.2986+1.454i", + "7.3083+1.4737i", + "7.2796+1.4895i", + "7.2081+1.4833i", + "6.9594+1.4326i", + "6.6155+1.3587i", + "6.3448+1.294i", + "6.1612+1.254i", + "6.1013+1.2323i", + "6.0728+1.2189i", + "6.064+1.2131i", + "6.0958+1.2198i", + "6.1917+1.2442i", + "6.4194+1.3057i", + "6.7111+1.3822i", + "6.8756+1.408i", + "6.9329+1.4035i", + "6.9389+1.3913i", + "6.9516+1.3871i", + "6.9452+1.3773i", + "6.9414+1.3721i", + "6.9128+1.3655i", + "6.8646+1.3567i", + "6.8036+1.3517i", + "6.7265+1.3465i", + "6.6773+1.3577i", + "6.6668+1.38i", + "6.6762+1.3945i", + "6.5813+1.3721i", + "6.4459+1.3328i", + "6.3247+1.2955i", + "6.2194+1.2606i", + "6.0016+1.2135i", + "5.9581+1.1963i", + "5.9411+1.1897i", + "5.9552+1.1915i", + "6.0221+1.2074i", + "6.2079+1.2625i", + "6.4426+1.3301i", + "6.5473+1.3443i", + "6.569+1.3334i", + "6.5693+1.3218i", + "6.5664+1.31i", + "6.5529+1.2985i", + "6.5443+1.2914i", + "6.547+1.2891i", + "6.5151+1.2858i", + "6.4661+1.28i", + "6.4154+1.2804i", + "6.4046+1.3007i", + "6.4171+1.3261i", + "6.4382+1.3454i", + "6.3668+1.3289i", + "6.2593+1.2964i", + "6.133+1.2557i", + "6.0387+1.2243i", + "6.04+1.2144i", + "6.0053+1.2017i", + "5.994+1.198i", + "6.0241+1.2059i", + "6.1339+1.2367i", + "6.3658+1.3022i", + "6.6312+1.3755i", + "6.7824+1.3966i", + "6.825+1.3842i", + "6.8329+1.3711i", + "6.8327+1.3619i", + "6.8032+1.3492i", + "6.7955+1.3425i", + "6.7923+1.3421i", + "6.7537+1.3363i", + "6.6908+1.3299i", + "6.6233+1.3262i", + "6.5727+1.3331i", + "6.573+1.359i", + "6.585+1.3731i", + "6.4905+1.3502i", + "6.3517+1.3098i", + "6.2079+1.2652i", + "6.1089+1.2342i", + "6.1545+1.2316i", + "6.1293+1.221i", + "6.1109+1.2129i", + "6.1107+1.2121i", + "6.1473+1.2259i", + "6.2575+1.269i", + "6.3818+1.3172i", + "6.4105+1.3233i", + "6.3686+1.3009i", + "6.3324+1.2823i", + "6.3086+1.2703i", + "6.2727+1.2537i", + "6.2589+1.2473i", + "6.2525+1.2449i", + "6.2468+1.245i", + "6.2495+1.2499i", + "6.2586+1.2581i", + "6.2899+1.2763i", + "6.3486+1.3059i", + "6.3931+1.3272i", + "6.3602+1.3152i", + "6.3129+1.2967i", + "6.2467+1.27i", + "6.1876+1.2454i", + "5.9382+1.197i", + "5.9156+1.1869i", + "5.8949+1.1777i", + "5.8894+1.1753i", + "5.9038+1.1817i", + "5.9483+1.2014i", + "5.9897+1.2198i", + "5.9897+1.2198i", + "5.966+1.2093i", + "5.9281+1.1925i", + "5.9014+1.1806i", + "5.8785+1.1704i", + "5.8684+1.166i", + "5.8635+1.1638i", + "5.8815+1.1718i", + "5.9024+1.181i", + "5.9408+1.1981i", + "6.011+1.2293i", + "6.0795+1.2597i", + "6.1117+1.274i", + "6.0878+1.2634i", + "6.0456+1.2446i", + "5.9873+1.2187i", + "5.9402+1.1978i", + "5.743+1.1577i", + "5.7188+1.147i", + "5.7023+1.1397i", + "5.6988+1.1381i", + "5.7014+1.1392i", + "5.731+1.1524i", + "5.7486+1.1602i", + "5.744+1.1581i", + "5.733+1.1533i", + "5.6987+1.1381i", + "5.6727+1.1265i", + "5.6589+1.1204i", + "5.6539+1.1182i", + "5.6588+1.1203i", + "5.6856+1.1323i", + "5.7141+1.1449i", + "5.7728+1.1709i", + "5.8503+1.2053i", + "5.9239+1.238i", + "5.9697+1.2584i", + "5.9379+1.2443i", + "5.8777+1.2175i", + "5.8038+1.1847i", + "5.7561+1.1635i", + "5.777+1.1603i", + "5.7154+1.1447i", + "5.6825+1.137i", + "5.6965+1.1379i", + "5.8005+1.1644i", + "6.0281+1.2261i", + "6.2998+1.2958i", + "6.3878+1.3105i", + "6.5618+1.3294i", + "6.714+1.3489i", + "6.8093+1.3598i", + "6.8904+1.3684i", + "6.8924+1.3641i", + "6.9485+1.376i", + "6.984+1.3859i", + "7.0043+1.3966i", + "6.9532+1.3986i", + "6.8422+1.3986i", + "6.743+1.3961i", + "6.7065+1.3959i", + "6.5166+1.3529i", + "6.2984+1.2974i", + "6.0768+1.2388i", + "5.9134+1.1971i", + "5.8841+1.1821i", + "5.855+1.17i", + "5.8472+1.1647i", + "5.8697+1.1705i", + "5.9802+1.1981i", + "6.2498+1.2672i", + "6.5346+1.338i", + "6.7292+1.3716i", + "6.8526+1.3839i", + "6.9136+1.3854i", + "6.9714+1.389i", + "6.9983+1.389i", + "7.0118+1.3898i", + "7.0147+1.3933i", + "6.9555+1.389i", + "6.864+1.3805i", + "6.7456+1.3688i", + "6.648+1.3633i", + "6.5978+1.3696i", + "6.5582+1.3691i", + "6.4411+1.3401i", + "6.291+1.2947i", + "6.1321+1.2479i", + "6.0286+1.2155i", + "5.6962+1.1519i", + "5.6352+1.1341i", + "5.6176+1.1275i", + "5.6278+1.1313i", + "5.792+1.1682i", + "6.0518+1.2352i", + "6.4473+1.326i", + "6.7685+1.3835i", + "7.096+1.4349i", + "7.2562+1.4519i", + "7.31+1.4515i", + "7.2853+1.442i", + "7.1853+1.4261i", + "7.273+1.442i", + "7.2062+1.4292i", + "7.1252+1.4155i", + "6.9376+1.39i", + "6.719+1.3677i", + "6.564+1.3554i", + "6.5886+1.3711i", + "6.3914+1.3285i", + "6.1758+1.2764i", + "5.9538+1.2195i", + "5.7974+1.1782i", + "6.0281+1.207i", + "5.9889+1.1937i", + "5.9734+1.1884i", + "6.0021+1.1951i", + "6.1044+1.2238i", + "6.3242+1.284i", + "6.5996+1.3579i", + "6.7407+1.3831i", + "6.8093+1.3855i", + "6.8225+1.3756i", + "6.8437+1.3774i", + "6.8292+1.3669i", + "6.8041+1.3543i", + "6.7889+1.3506i", + "6.7467+1.3451i", + "6.67+1.3303i", + "6.5959+1.3215i", + "6.5385+1.3259i", + "6.5346+1.347i", + "6.5481+1.3645i", + "6.4618+1.3414i", + "6.3325+1.3032i", + "6.2087+1.2639i", + "6.1021+1.2286i", + "5.975+1.1977i", + "5.9259+1.1822i", + "5.903+1.1743i", + "5.9377+1.1827i", + "6.0434+1.2103i", + "6.2956+1.2768i", + "6.5831+1.3478i", + "6.7444+1.3757i", + "6.8574+1.3888i", + "6.942+1.4019i", + "6.9337+1.3909i", + "6.9378+1.3869i", + "6.9327+1.3816i", + "6.9225+1.3813i", + "6.8696+1.3756i", + "6.7723+1.3576i", + "6.6625+1.3423i", + "6.5807+1.3397i", + "6.5253+1.3459i", + "6.5069+1.3519i", + "6.4058+1.3267i", + "6.2801+1.2919i", + "6.1422+1.2507i", + "6.0464+1.2198i", + "5.8731+1.1818i", + "5.8492+1.1712i", + "5.8354+1.1651i", + "5.8464+1.17i", + "5.8625+1.1772i", + "5.8811+1.1854i", + "5.9143+1.2001i", + "5.9243+1.2046i", + "5.9206+1.2029i", + "5.9248+1.2048i", + "5.8999+1.1937i", + "5.858+1.1751i", + "5.8233+1.1597i", + "5.8084+1.1531i", + "5.8123+1.1549i", + "5.8246+1.1603i", + "5.8539+1.1733i", + "5.9167+1.2012i", + "5.996+1.2364i", + "6.0452+1.2582i", + "6.0284+1.2508i", + "5.9869+1.2324i", + "5.9307+1.2074i", + "5.8788+1.1844i", + "5.6011+1.1289i", + "5.5754+1.1175i", + "5.5571+1.1094i", + "5.5537+1.1079i", + "5.566+1.1134i", + "5.5936+1.1256i", + "5.6184+1.1366i", + "5.6165+1.1358i", + "5.6041+1.1303i", + "5.5695+1.1149i", + "5.544+1.1036i", + "5.513+1.0898i", + "5.5005+1.0843i", + "5.5117+1.0893i", + "5.5477+1.1052i", + "5.5669+1.1137i", + "5.6019+1.1293i", + "5.6805+1.1642i", + "5.7696+1.2037i", + "5.8189+1.2256i", + "5.7977+1.2162i", + "5.7472+1.1938i", + "5.6795+1.1637i", + "5.6256+1.1398i", + "5.7029+1.1467i", + "5.6181+1.1273i", + "5.5812+1.1196i", + "5.5742+1.1215i", + "5.6837+1.1492i", + "5.9491+1.2164i", + "6.2957+1.2992i", + "6.4849+1.3309i", + "6.7506+1.3654i", + "6.9576+1.3889i", + "7.0937+1.4071i", + "7.2307+1.4278i", + "7.232+1.4346i", + "7.2855+1.4458i", + "7.2636+1.4435i", + "7.2288+1.4429i", + "7.1018+1.4227i", + "6.9365+1.4097i", + "6.7689+1.399i", + "6.7242+1.4i", + "6.5501+1.3596i", + "6.295+1.299i", + "6.0581+1.2376i", + "5.8577+1.1874i", + "5.9226+1.1871i", + "5.8813+1.173i", + "5.8674+1.1669i", + "5.8851+1.1721i", + "5.9711+1.1965i", + "6.1517+1.2488i", + "6.4+1.3151i", + "6.5425+1.3421i", + "6.6379+1.3487i", + "6.6847+1.3455i", + "6.7331+1.3475i", + "6.7569+1.344i", + "6.7574+1.3403i", + "6.7779+1.3451i", + "6.7653+1.3469i", + "6.7179+1.3426i", + "6.6618+1.3435i", + "6.5907+1.3442i", + "6.5286+1.3528i", + "6.5126+1.3595i", + "6.4062+1.3312i", + "6.2774+1.2928i", + "6.1381+1.2499i", + "6.0438+1.2174i", + "5.795+1.168i", + "5.7323+1.1503i", + "5.7151+1.1473i", + "5.7355+1.1523i", + "5.8359+1.1776i", + "6.1189+1.2451i", + "6.4603+1.3246i", + "6.7379+1.3742i", + "7.0063+1.4161i", + "7.1184+1.4293i", + "7.1917+1.4385i", + "7.2285+1.4404i", + "7.216+1.4342i", + "7.2124+1.43i", + "7.1251+1.4116i", + "7.0062+1.3917i", + "6.8626+1.3737i", + "6.7101+1.3609i", + "6.5613+1.3543i", + "6.545+1.3665i", + "6.392+1.3301i", + "6.1988+1.2804i", + "6.0078+1.2279i", + "5.8797+1.1907i", + "5.82+1.1723i", + "5.7708+1.1584i", + "5.7507+1.152i", + "5.7702+1.1562i", + "5.8715+1.1831i", + "6.1065+1.2459i", + "6.4338+1.3225i", + "6.6377+1.3558i", + "6.7656+1.3683i", + "6.8243+1.3677i", + "6.8911+1.3733i", + "6.8895+1.3667i", + "6.908+1.3664i", + "6.9059+1.3647i", + "6.8924+1.3648i", + "6.8632+1.37i", + "6.7899+1.3672i", + "6.6809+1.3558i", + "6.5268+1.3457i", + "6.4877+1.3549i", + "6.372+1.3277i", + "6.2078+1.2838i", + "6.0196+1.2306i", + "5.9043+1.1963i", + "6.0589+1.2112i", + "6.0256+1.1991i", + "6.0047+1.1919i", + "6.0178+1.1967i", + "6.0863+1.2187i", + "6.2226+1.2651i", + "6.3855+1.3135i", + "6.4364+1.3216i", + "6.4572+1.312i", + "6.4712+1.306i", + "6.4922+1.3033i", + "6.4776+1.295i", + "6.4508+1.2872i", + "6.4497+1.2854i", + "6.4356+1.2848i", + "6.4181+1.2859i", + "6.4071+1.2921i", + "6.3943+1.2992i", + "6.4019+1.3179i", + "6.4445+1.3404i", + "6.3975+1.3244i", + "6.3082+1.2966i", + "6.2003+1.2606i", + "6.1175+1.2307i", + "5.816+1.1707i", + "5.7878+1.1582i", + "5.7743+1.1522i", + "5.7709+1.1507i", + "5.79+1.1592i", + "5.8311+1.1774i", + "5.8581+1.1894i", + "5.8637+1.1918i", + "5.8427+1.1825i", + "5.8157+1.1705i", + "5.7796+1.1545i", + "5.7563+1.1442i", + "5.7447+1.139i", + "5.7469+1.14i", + "5.7678+1.1493i", + "5.7881+1.1583i", + "5.8304+1.1771i", + "5.8969+1.2066i", + "5.958+1.2337i", + "6.0074+1.2557i", + "5.9891+1.2475i", + "5.9469+1.2288i", + "5.8887+1.2029i", + "5.835+1.1791i", + "5.7386+1.1551i", + "5.7154+1.1448i", + "5.6989+1.1375i", + "5.696+1.1362i", + "5.7024+1.1391i", + "5.7285+1.1507i", + "5.7441+1.1576i", + "5.7494+1.1599i", + "5.7234+1.1484i", + "5.6929+1.1349i", + "5.6713+1.1252i", + "5.6604+1.1204i", + "5.6578+1.1193i", + "5.6727+1.1259i", + "5.7018+1.1388i", + "5.7377+1.1548i", + "5.796+1.1806i", + "5.8691+1.2131i", + "5.9188+1.2351i", + "5.9706+1.2581i", + "5.9366+1.2431i", + "5.8792+1.2176i", + "5.8074+1.1857i", + "5.7497+1.1601i", + "5.717+1.1453i", + "5.5951+1.1195i", + "5.5427+1.1085i", + "5.5415+1.111i", + "5.6327+1.137i", + "5.9244+1.2072i", + "6.2373+1.2783i", + "6.3712+1.3055i", + "6.6565+1.3499i", + "6.9578+1.3975i", + "7.1652+1.4276i", + "7.3868+1.463i", + "7.4496+1.476i", + "7.502+1.4862i", + "7.4918+1.494i", + "7.4308+1.4898i", + "7.3057+1.477i", + "7.1417+1.4552i", + "6.9889+1.4373i", + "6.9604+1.4429i", + "6.7418+1.3943i", + "6.4248+1.3238i", + "6.0997+1.2484i", + "5.8835+1.1956i", + "5.8829+1.1844i", + "5.8235+1.1665i", + "5.805+1.1592i", + "5.8043+1.162i", + "5.9384+1.1936i", + "6.1808+1.2556i", + "6.4177+1.3146i", + "6.6333+1.3534i", + "6.9085+1.3948i", + "7.0343+1.4097i", + "7.0765+1.4125i", + "7.1459+1.4205i", + "7.095+1.4092i", + "7.0938+1.4074i", + "7.0554+1.4027i", + "7.0135+1.4029i", + "6.9039+1.3927i", + "6.733+1.372i", + "6.6245+1.3681i", + "6.6506+1.3854i", + "6.473+1.3475i", + "6.2766+1.2948i", + "6.0979+1.2445i", + "5.9796+1.2132i", + "5.7526+1.159i", + "5.7032+1.1457i", + "5.6636+1.135i", + "5.6966+1.1417i", + "5.83+1.1744i", + "6.1278+1.2466i", + "6.5235+1.33i", + "6.801+1.3807i", + "7.0188+1.4172i", + "7.1266+1.43i", + "7.2153+1.4398i", + "7.2176+1.436i", + "7.2369+1.4383i", + "7.2409+1.4356i", + "7.1784+1.4247i", + "7.0663+1.4074i", + "6.9545+1.3976i", + "6.7801+1.3778i", + "6.5677+1.3555i", + "6.5335+1.3647i", + "6.4053+1.3356i", + "6.1965+1.2842i", + "6.0019+1.2294i", + "5.8729+1.1937i", + "5.9726+1.1994i", + "5.9257+1.1851i", + "5.8953+1.1771i", + "5.9188+1.1818i", + "6.0155+1.2085i", + "6.2223+1.2632i", + "6.5042+1.3299i", + "6.7157+1.3718i", + "6.8815+1.4002i", + "6.9806+1.4131i", + "7.0508+1.4205i", + "7.0451+1.4088i", + "7.0563+1.4054i", + "7.0659+1.4041i", + "7.0446+1.401i", + "7.0127+1.4026i", + "6.9514+1.3972i", + "6.8575+1.3885i", + "6.7245+1.383i", + "6.6597+1.3838i", + "6.5282+1.3533i", + "6.3361+1.304i", + "6.158+1.2528i", + "6.0357+1.2162i", + "5.7659+1.1595i", + "5.6483+1.1339i", + "5.6138+1.126i", + "5.587+1.1233i", + "5.8029+1.1683i", + "6.0667+1.2345i", + "6.3559+1.301i", + "6.4161+1.3129i", + "6.6579+1.3553i", + "6.9654+1.4109i", + "7.2758+1.4622i", + "7.3144+1.4671i", + "7.1096+1.4257i", + "7.0233+1.4035i", + "6.9924+1.3933i", + "6.9051+1.376i", + "6.8264+1.3684i", + "6.7476+1.3626i", + "6.6695+1.364i", + "6.7869+1.3947i", + "6.7484+1.3819i", + "6.4823+1.3258i", + "6.1449+1.2504i", + "5.8979+1.1955i", + "5.8479+1.1762i", + "5.8204+1.164i", + "5.7998+1.1548i", + "5.7959+1.1531i", + "5.8065+1.1578i", + "5.8455+1.1751i", + "5.8667+1.1845i", + "5.8792+1.1901i", + "5.8988+1.1988i", + "5.8768+1.189i", + "5.8538+1.1788i", + "5.8191+1.1634i", + "5.8037+1.1565i", + "5.7832+1.1474i", + "5.7966+1.1534i", + "5.8274+1.1671i", + "5.8748+1.1881i", + "5.9288+1.2121i", + "5.993+1.2406i", + "6.0446+1.2635i", + "6.0225+1.2537i", + "5.9781+1.234i", + "5.9175+1.2071i", + "5.8662+1.1843i", + "5.7549+1.1546i", + "5.7275+1.1424i", + "5.7103+1.1348i", + "5.705+1.1325i", + "5.7118+1.1355i", + "5.7361+1.1463i", + "5.7486+1.1518i", + "5.7557+1.155i", + "5.7438+1.1497i", + "5.7466+1.1509i", + "5.7108+1.135i", + "5.7049+1.1324i", + "5.7112+1.1352i", + "5.7144+1.1366i", + "5.7428+1.1492i", + "5.7789+1.1653i", + "5.8416+1.1931i", + "5.9116+1.2242i", + "5.9642+1.2476i", + "6.0195+1.2721i", + "5.9873+1.2578i", + "5.923+1.2292i", + "5.8505+1.1971i", + "5.7877+1.1692i", + "5.5124+1.1131i", + "5.2865+1.0701i", + "5.1438+1.0436i", + "5.2076+1.0566i", + "5.3312+1.0878i", + "5.7242+1.1739i", + "6.1098+1.2551i", + "6.2203+1.2795i", + "6.6748+1.3514i", + "7.0957+1.423i", + "7.4413+1.4757i", + "7.7372+1.532i", + "7.9178+1.5653i", + "8.0125+1.5872i", + "8.0862+1.6028i", + "7.9797+1.589i", + "7.8942+1.5816i", + "7.6205+1.5448i", + "7.3174+1.4993i", + "7.1663+1.484i", + "7.1373+1.4684i", + "6.7619+1.3861i", + "6.2823+1.2833i", + "5.7889+1.1846i", + "5.7294+1.1628i", + "5.6974+1.1494i", + "5.6723+1.1407i", + "5.6837+1.143i", + "5.7987+1.171i", + "6.022+1.2273i", + "6.2704+1.284i", + "6.4352+1.31i", + "6.5782+1.328i", + "6.7198+1.3479i", + "6.8247+1.3585i", + "6.8651+1.3613i", + "6.9293+1.3725i", + "6.9751+1.3808i", + "6.9741+1.3816i", + "6.9484+1.3834i", + "6.8814+1.3802i", + "6.7769+1.3729i", + "6.5778+1.3522i", + "6.5133+1.3596i", + "6.3918+1.3328i", + "6.2077+1.2847i", + "6.0199+1.2303i", + "5.9015+1.1948i", + "5.9376+1.1894i", + "5.9018+1.1767i", + "5.8827+1.172i", + "5.9062+1.1779i", + "5.9785+1.2019i", + "6.1413+1.2517i", + "6.3176+1.2965i", + "6.4287+1.313i", + "6.5415+1.3246i", + "6.596+1.3238i", + "6.6551+1.3269i", + "6.6968+1.3296i", + "6.7402+1.3368i", + "6.7791+1.3429i", + "6.7858+1.3471i", + "6.7804+1.3551i", + "6.7476+1.3612i", + "6.6973+1.364i", + "6.591+1.3617i", + "6.5624+1.3736i", + "6.448+1.3461i", + "6.3018+1.304i", + "6.1575+1.2573i", + "6.052+1.223i", + "5.8391+1.1826i", + "5.7945+1.1684i", + "5.7479+1.1549i", + "5.7693+1.16i", + "5.8677+1.186i", + "6.106+1.2484i", + "6.3843+1.3093i", + "6.5716+1.3384i", + "6.8318+1.3811i", + "6.9964+1.403i", + "7.1451+1.4249i", + "7.2507+1.4416i", + "7.3508+1.4602i", + "7.3987+1.4701i", + "7.3487+1.4556i", + "7.2394+1.4354i", + "7.0994+1.417i", + "6.9483+1.4018i", + "6.7173+1.3793i", + "6.6353+1.3839i", + "6.4547+1.3459i", + "6.2447+1.2932i", + "6.046+1.2381i", + "5.9078+1.2001i", + "6.1428+1.227i", + "6.1093+1.2152i", + "6.0926+1.2088i", + "6.0996+1.2121i", + "6.1501+1.2309i", + "6.2796+1.2739i", + "6.4022+1.3114i", + "6.4479+1.3194i", + "6.4805+1.3146i", + "6.5209+1.3166i", + "6.5396+1.3129i", + "6.5514+1.3103i", + "6.5417+1.3068i", + "6.5444+1.3073i", + "6.542+1.3071i", + "6.5372+1.3123i", + "6.5293+1.3183i", + "6.5242+1.3291i", + "6.5108+1.3403i", + "6.5338+1.3593i", + "6.4876+1.3446i", + "6.3922+1.315i", + "6.2904+1.2802i", + "6.1992+1.2473i", + "5.8958+1.187i", + "5.8666+1.1741i", + "5.8491+1.1664i", + "5.8459+1.1649i", + "5.8584+1.1705i", + "5.8915+1.1852i", + "5.9094+1.1931i", + "5.913+1.1947i", + "5.8971+1.1876i", + "5.8752+1.1779i", + "5.8553+1.1691i", + "5.844+1.1641i", + "5.8459+1.1649i", + "5.8549+1.1689i", + "5.8712+1.1762i", + "5.8936+1.1861i", + "5.9377+1.2057i", + "5.9934+1.2304i", + "6.0389+1.2506i", + "6.0898+1.2732i", + "6.0694+1.2641i", + "6.0204+1.2424i", + "5.9585+1.2149i", + "5.9013+1.1895i", + "5.6439+1.1367i", + "5.6169+1.1247i", + "5.5991+1.1168i", + "5.5924+1.1139i", + "5.5983+1.1165i", + "5.6193+1.1258i", + "5.6163+1.1245i", + "5.6181+1.1253i", + "5.6106+1.1219i", + "5.5913+1.1134i", + "5.579+1.1079i", + "5.5721+1.1049i", + "5.5747+1.106i", + "5.5851+1.1106i", + "5.609+1.1212i", + "5.6489+1.1389i", + "5.7098+1.166i", + "5.7593+1.188i", + "5.812+1.2114i", + "5.8768+1.2401i", + "5.8522+1.2292i", + "5.7939+1.2033i", + "5.7236+1.1721i", + "5.6697+1.1482i", + "5.6877+1.1414i", + "5.584+1.12i", + "5.5085+1.1057i", + "5.4924+1.1055i", + "5.5682+1.1294i", + "5.8477+1.1972i", + "6.0557+1.2464i", + "6.2455+1.2841i", + "6.4651+1.3184i", + "6.689+1.3474i", + "6.8237+1.3636i", + "7.0455+1.397i", + "7.0989+1.4053i", + "7.1766+1.4219i", + "7.2518+1.4387i", + "7.2483+1.444i", + "7.2337+1.4509i", + "7.1782+1.4509i", + "7.0798+1.4438i", + "6.9344+1.4327i", + "6.7099+1.387i", + "6.3593+1.3106i", + "6.0331+1.2357i", + "5.8148+1.1832i", + "5.74+1.1629i", + "5.697+1.1487i", + "5.6735+1.1413i", + "5.709+1.1483i", + "5.8398+1.1794i", + "6.1271+1.2474i", + "6.4747+1.3224i", + "6.797+1.3819i", + "7.0145+1.4172i", + "7.1642+1.4406i", + "7.2838+1.4585i", + "7.3329+1.4608i", + "7.3541+1.4565i", + "7.3775+1.4595i", + "7.3049+1.4452i", + "7.207+1.4305i", + "7.059+1.4086i", + "6.8894+1.3917i", + "6.6792+1.3741i", + "6.5959+1.377i", + "6.4634+1.3483i", + "6.2535+1.2966i", + "6.0537+1.2416i", + "5.9228+1.2046i", + "6.0804+1.2219i", + "6.038+1.2085i", + "6.0193+1.2016i", + "6.0336+1.2045i", + "6.1053+1.227i", + "6.3193+1.2842i", + "6.5599+1.3394i", + "6.7369+1.3669i", + "6.888+1.388i", + "6.9552+1.3889i", + "7.0231+1.394i", + "7.0551+1.3965i", + "7.0938+1.4078i", + "7.1252+1.4167i", + "7.1055+1.4176i", + "7.056+1.4161i", + "6.9915+1.4138i", + "6.8748+1.4027i", + "6.749+1.396i", + "6.7227+1.407i", + "6.6364+1.3839i", + "6.4596+1.3376i", + "6.301+1.291i", + "6.1871+1.2549i", + "6.0879+1.2268i", + "6.0576+1.2145i", + "6.0225+1.205i", + "6.029+1.2065i", + "6.1008+1.2282i", + "6.282+1.2797i", + "6.4825+1.3267i", + "6.6448+1.3553i", + "6.7921+1.3783i", + "6.8592+1.3814i", + "6.9342+1.3931i", + "6.9737+1.3995i", + "7.0016+1.404i", + "7.0184+1.4067i", + "7.0046+1.4045i", + "6.952+1.3959i", + "6.8641+1.3817i", + "6.7556+1.3642i", + "6.5912+1.3376i", + "6.5015+1.323i", + "6.4404+1.3131i", + "6.3572+1.2997i", + "6.2777+1.2868i", + "6.2299+1.2791i", + "6.8684+1.3824i", + "6.858+1.3807i", + "6.853+1.3799i", + "6.8421+1.3782i", + "6.8442+1.3785i", + "6.8555+1.3803i", + "6.8811+1.3845i", + "6.8915+1.3862i", + "6.9159+1.3901i", + "6.9541+1.3963i", + "6.9891+1.4044i", + "6.9981+1.404i", + "7.019+1.4115i", + "7.0251+1.4149i", + "7.0353+1.4209i", + "7.0521+1.4301i", + "7.0592+1.4374i", + "7.0724+1.4478i", + "7.0768+1.4552i", + "7.1047+1.4685i", + "7.081+1.4554i", + "6.9942+1.4246i", + "6.8937+1.3876i", + "6.8053+1.3546i", + "6.0821+1.228i", + "6.0475+1.2126i", + "6.0256+1.2029i", + "6.0177+1.1994i", + "6.0276+1.2038i", + "6.0526+1.2149i", + "6.0756+1.2251i", + "6.1105+1.2406i", + "6.1121+1.2413i", + "6.1012+1.2364i", + "6.0747+1.2247i", + "6.058+1.2173i", + "6.0309+1.2052i", + "6.0213+1.201i", + "6.0229+1.2017i", + "6.0401+1.2093i", + "6.0644+1.2201i", + "6.1266+1.2477i", + "6.1801+1.2715i", + "6.2367+1.2966i", + "6.2203+1.2893i", + "6.1825+1.2725i", + "6.1318+1.25i", + "6.0826+1.2282i", + "5.6656+1.1492i", + "5.6338+1.1351i", + "5.6157+1.1271i", + "5.6213+1.1296i", + "5.6307+1.1337i", + "5.6487+1.1417i", + "5.6434+1.1394i", + "5.6467+1.1409i", + "5.6312+1.134i", + "5.6024+1.1212i", + "5.5819+1.1121i", + "5.5606+1.1026i", + "5.541+1.0939i", + "5.5372+1.0922i", + "5.5542+1.0998i", + "5.5851+1.1135i", + "5.6264+1.1318i", + "5.6876+1.159i", + "5.7513+1.1873i", + "5.8277+1.2212i", + "5.8232+1.2192i", + "5.776+1.1982i", + "5.7212+1.1739i", + "5.6754+1.1536i", + "5.9562+1.1886i", + "5.9178+1.1767i", + "5.8811+1.1635i", + "5.888+1.1683i", + "5.9421+1.1888i", + "6.0991+1.2355i", + "6.2467+1.273i", + "6.3646+1.2954i", + "6.5041+1.3114i", + "6.6231+1.3251i", + "6.7024+1.3332i", + "6.7845+1.3484i", + "6.851+1.3607i", + "6.9417+1.3806i", + "6.9995+1.396i", + "7.0179+1.4075i", + "6.9946+1.418i", + "6.9084+1.4173i", + "6.7852+1.4074i", + "6.7322+1.4125i", + "6.6035+1.3826i", + "6.4144+1.3302i", + "6.2462+1.279i", + "6.1191+1.2402i", + "6.14+1.2309i", + "6.0898+1.215i", + "6.0696+1.2078i", + "6.1005+1.2128i", + "6.2488+1.2469i", + "6.5266+1.3124i", + "6.8509+1.3797i", + "7.1185+1.4249i", + "7.3462+1.4594i", + "7.4882+1.4834i", + "7.5954+1.506i", + "7.6554+1.5184i", + "7.7201+1.5341i", + "7.7644+1.5498i", + "7.716+1.5474i", + "7.6429+1.5476i", + "7.484+1.5323i", + "7.3324+1.5172i", + "7.1233+1.4892i", + "7.0457+1.4844i", + "6.9397+1.4563i", + "6.7234+1.3973i", + "6.5199+1.3383i", + "6.3772+1.2937i", + "6.2565+1.2596i", + "6.1956+1.2406i", + "6.1519+1.2287i", + "6.1685+1.2318i", + "6.2967+1.2621i", + "6.5983+1.3306i", + "7.0345+1.4154i", + "7.4264+1.4825i", + "7.7385+1.5376i", + "7.8912+1.565i", + "8.0724+1.5961i", + "8.1039+1.6024i", + "8.1933+1.6229i", + "8.2917+1.6494i", + "8.294+1.6603i", + "8.1887+1.6575i", + "8.02+1.6385i", + "7.7841+1.6089i", + "7.4859+1.5649i", + "7.341+1.5446i", + "7.1659+1.5047i", + "6.8888+1.4333i", + "6.6425+1.3642i", + "6.4516+1.3114i", + "6.2849+1.2704i", + "6.2172+1.2494i", + "6.1521+1.2343i", + "6.1676+1.236i", + "6.3033+1.2665i", + "6.6193+1.3376i", + "7.0542+1.4229i", + "7.455+1.4922i", + "7.8023+1.5526i", + "7.9815+1.5843i", + "8.1232+1.6093i", + "8.232+1.6313i", + "8.3582+1.6573i", + "8.4159+1.6704i", + "8.3871+1.6759i", + "8.3116+1.6744i", + "8.1336+1.6574i", + "7.8898+1.6265i", + "7.5508+1.5725i", + "7.3491+1.5417i", + "7.1732+1.5008i", + "6.8952+1.4316i", + "6.6435+1.3627i", + "6.4284+1.3071i", + "6.4973+1.3035i", + "6.4511+1.2863i", + "6.4079+1.2733i", + "6.4217+1.276i", + "6.5074+1.2985i", + "6.7012+1.3489i", + "6.9229+1.3977i", + "7.1302+1.4356i", + "7.3355+1.4713i", + "7.4186+1.4803i", + "7.5052+1.4933i", + "7.5598+1.5048i", + "7.6029+1.5191i", + "7.6582+1.5364i", + "7.654+1.5444i", + "7.5862+1.5411i", + "7.5041+1.5328i", + "7.3894+1.5224i", + "7.2342+1.4991i", + "7.1524+1.4926i", + "7.0449+1.4659i", + "6.8818+1.4194i", + "6.7128+1.3694i", + "6.5768+1.3255i", + "6.317+1.2695i", + "6.2796+1.253i", + "6.2566+1.2429i", + "6.2473+1.2387i", + "6.2587+1.2433i", + "6.2878+1.2552i", + "6.3097+1.2636i", + "6.3573+1.2832i", + "6.3711+1.2881i", + "6.3681+1.286i", + "6.3552+1.2794i", + "6.3389+1.2717i", + "6.335+1.2699i", + "6.3475+1.2752i", + "6.3596+1.2807i", + "6.3976+1.2983i", + "6.4207+1.3096i", + "6.46+1.3281i", + "6.4843+1.3403i", + "6.5209+1.3573i", + "6.4991+1.3481i", + "6.4495+1.3267i", + "6.3751+1.2944i", + "6.3139+1.2678i", + "5.858+1.1831i", + "5.7977+1.1656i", + "5.7403+1.1492i", + "5.7349+1.1457i", + "5.7569+1.1508i", + "5.8146+1.1649i", + "5.8881+1.1812i", + "5.9423+1.1913i", + "6.0238+1.2042i", + "6.0663+1.2075i", + "6.1109+1.2129i", + "6.1457+1.2164i", + "6.1944+1.2295i", + "6.2432+1.2511i", + "6.2276+1.2482i", + "6.2285+1.2507i", + "6.2668+1.2701i", + "6.3043+1.2963i", + "6.2947+1.3071i", + "6.2996+1.3205i", + "6.2407+1.3061i", + "6.1332+1.2728i", + "5.9888+1.229i", + "5.8669+1.1924i", + "5.7901+1.1682i", + "5.7132+1.1491i", + "5.6839+1.1403i", + "5.6586+1.1371i", + "5.7386+1.1634i", + "5.9867+1.2222i", + "6.2975+1.2893i", + "6.5671+1.3394i", + "6.9529+1.4011i", + "7.2548+1.4461i", + "7.4208+1.4753i", + "7.5045+1.493i", + "7.495+1.4878i", + "7.5657+1.5019i", + "7.554+1.4994i", + "7.489+1.4897i", + "7.3454+1.4735i", + "7.0883+1.4393i", + "6.8991+1.4172i", + "6.7697+1.4093i", + "6.61+1.3782i", + "6.3201+1.3097i", + "6.0622+1.2443i", + "5.907+1.204i", + "5.78+1.1715i", + "5.7379+1.1575i", + "5.7153+1.1503i", + "5.7479+1.1568i", + "5.8865+1.1899i", + "6.1801+1.2584i", + "6.5024+1.329i", + "6.8032+1.383i", + "7.0874+1.4296i", + "7.2748+1.4595i", + "7.3882+1.4755i", + "7.4561+1.4832i", + "7.5018+1.4877i", + "7.5295+1.4909i", + "7.4958+1.4853i", + "7.4003+1.4712i", + "7.2186+1.4436i", + "7.0258+1.4241i", + "6.7938+1.3969i", + "6.7022+1.3974i", + "6.5815+1.3721i", + "6.3615+1.3172i", + "6.1641+1.2636i", + "6.0255+1.2237i", + "6.0711+1.2211i", + "6.0098+1.2027i", + "5.9777+1.195i", + "5.9902+1.1994i", + "6.0745+1.2227i", + "6.3122+1.2803i", + "6.5783+1.3398i", + "6.7994+1.3803i", + "6.9835+1.4085i", + "7.0546+1.4124i", + "7.1291+1.4171i", + "7.1762+1.4205i", + "7.2193+1.4284i", + "7.2507+1.4367i", + "7.2109+1.4317i", + "7.0989+1.4186i", + "6.9757+1.4077i", + "6.8445+1.3997i", + "6.7316+1.3934i", + "6.6968+1.4031i", + "6.6264+1.3874i", + "6.4454+1.3379i", + "6.2756+1.2887i", + "6.1456+1.2467i", + "6.1855+1.2492i", + "6.1303+1.2317i", + "6.0812+1.2168i", + "6.0945+1.2171i", + "6.202+1.2464i", + "6.4219+1.2975i", + "6.7212+1.3626i", + "6.9223+1.3948i", + "7.1228+1.4301i", + "7.2057+1.4366i", + "7.2843+1.4449i", + "7.2859+1.4431i", + "7.3174+1.451i", + "7.345+1.4589i", + "7.3174+1.4592i", + "7.2301+1.4494i", + "7.1271+1.4476i", + "6.9804+1.4307i", + "6.8399+1.4189i", + "6.8104+1.4282i", + "6.7101+1.4035i", + "6.535+1.3558i", + "6.3593+1.3034i", + "6.2174+1.2621i", + "6.3749+1.2788i", + "6.3387+1.2652i", + "6.3033+1.2555i", + "6.3095+1.2545i", + "6.3924+1.2758i", + "6.579+1.3248i", + "6.7922+1.3744i", + "6.965+1.4063i", + "7.1042+1.4298i", + "7.1649+1.4364i", + "7.1954+1.4373i", + "7.1915+1.4323i", + "7.1931+1.4335i", + "7.1982+1.4391i", + "7.1712+1.44i", + "7.1383+1.4438i", + "7.0631+1.4393i", + "7.0072+1.4402i", + "6.9149+1.4296i", + "6.8928+1.4349i", + "6.8394+1.4211i", + "6.7084+1.3835i", + "6.5588+1.3389i", + "6.4499+1.3073i", + "6.2447+1.2587i", + "6.2127+1.2445i", + "6.1908+1.2348i", + "6.1851+1.2322i", + "6.197+1.2375i", + "6.218+1.2468i", + "6.2247+1.2498i", + "6.2373+1.2554i", + "6.233+1.2535i", + "6.202+1.2397i", + "6.1896+1.2342i", + "6.1871+1.2331i", + "6.1922+1.2354i", + "6.2046+1.2409i", + "6.231+1.2526i", + "6.2695+1.2697i", + "6.3105+1.2879i", + "6.3647+1.3119i", + "6.3915+1.3238i", + "6.4293+1.3406i", + "6.4143+1.334i", + "6.3621+1.3108i", + "6.3088+1.2872i", + "6.2422+1.2576i", + "5.7859+1.1712i", + "5.7551+1.1575i", + "5.734+1.1481i", + "5.7268+1.1449i", + "5.7275+1.1452i", + "5.7391+1.1504i", + "5.7396+1.1506i", + "5.7447+1.1529i", + "5.7325+1.1475i", + "5.7042+1.1349i", + "5.6871+1.1273i", + "5.6755+1.1221i", + "5.6733+1.1212i", + "5.6845+1.1261i", + "5.716+1.1401i", + "5.7486+1.1546i", + "5.8187+1.1857i", + "5.8761+1.2112i", + "5.9239+1.2324i", + "5.9857+1.2599i", + "5.971+1.2533i", + "5.9204+1.2309i", + "5.8473+1.1984i", + "5.7949+1.1751i", + "5.8085+1.1718i", + "5.7465+1.1563i", + "5.7249+1.15i", + "5.7058+1.1457i", + "5.7795+1.1681i", + "6.0141+1.2236i", + "6.3218+1.2939i", + "6.6372+1.355i", + "6.963+1.4101i", + "7.2268+1.4533i", + "7.3825+1.4751i", + "7.4847+1.4883i", + "7.4788+1.4857i", + "7.5679+1.4986i", + "7.6077+1.5051i", + "7.5197+1.4916i", + "7.3803+1.4764i", + "7.1314+1.4447i", + "6.9071+1.4185i", + "6.8022+1.4174i", + "6.7128+1.3962i", + "6.3784+1.322i", + "6.1404+1.2607i", + "5.9708+1.2165i", + "5.9575+1.2062i", + "5.9175+1.1923i", + "5.8976+1.1853i", + "5.9131+1.1855i", + "6.0607+1.2191i", + "6.3422+1.2856i", + "6.7251+1.3673i", + "7.0513+1.429i", + "7.2838+1.4649i", + "7.3907+1.479i", + "7.4739+1.4912i", + "7.4832+1.486i", + "7.469+1.4848i", + "7.5093+1.4923i", + "7.4736+1.4879i", + "7.3703+1.4729i", + "7.216+1.4524i", + "7.0647+1.436i", + "6.8572+1.4133i", + "6.7844+1.4159i", + "6.68+1.3939i", + "6.4819+1.3424i", + "6.2883+1.288i", + "6.149+1.2482i", + "5.958+1.2122i", + "5.8956+1.1932i", + "5.8293+1.1752i", + "5.8631+1.1783i", + "6.0154+1.2127i", + "6.3835+1.2913i", + "6.8682+1.3914i", + "7.2924+1.4694i", + "7.6154+1.5246i", + "7.7551+1.5461i", + "7.8831+1.564i", + "7.9089+1.5665i", + "7.8853+1.564i", + "7.9231+1.574i", + "7.8264+1.5608i", + "7.6016+1.5209i", + "7.4048+1.4938i", + "7.1683+1.4584i", + "6.9205+1.4313i", + "6.854+1.4322i", + "6.7544+1.4105i", + "6.5045+1.3503i", + "6.2555+1.2873i", + "6.0717+1.2382i", + "5.9744+1.2153i", + "5.9198+1.1977i", + "5.8629+1.181i", + "5.8914+1.1862i", + "6.055+1.2228i", + "6.3687+1.2939i", + "6.7995+1.3832i", + "7.1976+1.4537i", + "7.5175+1.5108i", + "7.7202+1.5481i", + "7.8329+1.5635i", + "7.8772+1.5671i", + "7.9265+1.5753i", + "7.9525+1.5784i", + "7.8951+1.5702i", + "7.7817+1.5534i", + "7.5853+1.5256i", + "7.3582+1.4947i", + "7.04+1.446i", + "6.938+1.441i", + "6.8243+1.4178i", + "6.5585+1.3555i", + "6.2886+1.2896i", + "6.1349+1.2499i", + "6.2154+1.2488i", + "6.1864+1.2355i", + "6.1629+1.2289i", + "6.1716+1.2312i", + "6.2571+1.2545i", + "6.4459+1.3052i", + "6.6897+1.3623i", + "6.8858+1.4005i", + "7.0751+1.4326i", + "7.1732+1.4468i", + "7.2412+1.4527i", + "7.2677+1.453i", + "7.2933+1.4543i", + "7.3228+1.4616i", + "7.316+1.4626i", + "7.2542+1.4578i", + "7.142+1.4437i", + "7.006+1.4265i", + "6.8542+1.4063i", + "6.7867+1.4054i", + "6.7087+1.3904i", + "6.5635+1.3525i", + "6.4015+1.306i", + "6.287+1.2733i", + "6.197+1.2446i", + "6.1627+1.2294i", + "6.1438+1.221i", + "6.1384+1.2186i", + "6.1468+1.2223i", + "6.1663+1.231i", + "6.2039+1.2477i", + "6.2182+1.254i", + "6.221+1.2553i", + "6.2129+1.2517i", + "6.2021+1.2469i", + "6.1865+1.2399i", + "6.1886+1.2409i", + "6.1918+1.2423i", + "6.2026+1.2471i", + "6.2273+1.2581i", + "6.2659+1.2752i", + "6.3059+1.2929i", + "6.344+1.3099i", + "6.3885+1.3296i", + "6.3866+1.3288i", + "6.3405+1.3083i", + "6.2752+1.2793i", + "6.2214+1.2554i", + "6.0962+1.2284i", + "6.0663+1.2151i", + "6.0449+1.2056i", + "6.0366+1.2019i", + "6.0425+1.2046i", + "6.0455+1.2059i", + "6.0504+1.2081i", + "6.0533+1.2094i", + "6.051+1.2083i", + "6.0366+1.2019i", + "6.0212+1.1951i", + "6.0209+1.195i", + "6.0305+1.1992i", + "6.0509+1.2083i", + "6.0859+1.2238i", + "6.1283+1.2427i", + "6.1875+1.2689i", + "6.2437+1.2939i", + "6.2599+1.3011i", + "6.3076+1.3223i", + "6.3011+1.3194i", + "6.2405+1.2925i", + "6.1724+1.2622i", + "6.1307+1.2437i", + "6.0916+1.2241i", + "6.0234+1.2069i", + "5.9895+1.1973i", + "5.9767+1.197i", + "6.0548+1.2184i", + "6.2628+1.2689i", + "6.5227+1.3292i", + "6.7909+1.3792i", + "7.1446+1.4435i", + "7.3725+1.4801i", + "7.5051+1.4974i", + "7.6082+1.5101i", + "7.6628+1.5176i", + "7.7546+1.5354i", + "7.725+1.5354i", + "7.6395+1.525i", + "7.4906+1.5138i", + "7.2241+1.4759i", + "7.0376+1.4549i", + "6.9447+1.4492i", + "6.8928+1.4362i", + "6.6047+1.3673i", + "6.4134+1.3163i", + "6.2447+1.2719i", + "6.0456+1.2289i", + "5.9719+1.2069i", + "5.9109+1.1915i", + "5.9445+1.192i", + "6.1111+1.2284i", + "6.4666+1.3048i", + "6.7313+1.3658i", + "6.9282+1.4054i", + "7.0415+1.4247i", + "7.2062+1.4454i", + "7.4414+1.4829i", + "7.6019+1.5105i", + "7.5872+1.5091i", + "7.694+1.5326i", + "7.7079+1.5417i", + "7.7056+1.548i", + "7.6658+1.5503i", + "7.5709+1.5357i", + "7.2947+1.4959i", + "7.1766+1.4857i", + "7.1198+1.473i", + "6.8294+1.4051i", + "6.4745+1.3227i", + "6.2544+1.2686i", + "5.918+1.2023i", + "5.875+1.1879i", + "5.8654+1.1823i", + "5.9036+1.189i", + "6.0346+1.2197i", + "6.3323+1.2848i", + "6.7373+1.3709i", + "7.1058+1.4413i", + "7.3709+1.486i", + "7.5579+1.5195i", + "7.7156+1.5452i", + "7.7762+1.554i", + "7.7941+1.5502i", + "7.8621+1.5627i", + "7.8463+1.5597i", + "7.7205+1.5399i", + "7.5605+1.5206i", + "7.3529+1.4903i", + "7.0909+1.4526i", + "6.9552+1.4406i", + "6.7948+1.409i", + "6.6013+1.3601i", + "6.3692+1.3017i", + "6.1895+1.2541i", + "5.977+1.2089i", + "5.8982+1.1882i", + "5.8813+1.1824i", + "5.8595+1.1784i", + "5.935+1.2007i", + "6.1871+1.2599i", + "6.3776+1.3085i", + "6.6711+1.3592i", + "6.9937+1.4121i", + "7.1951+1.4485i", + "7.1839+1.4458i", + "7.2368+1.448i", + "7.184+1.4371i", + "7.1781+1.428i", + "7.1204+1.4119i", + "7.0816+1.4072i", + "7.034+1.4076i", + "6.8773+1.3886i", + "6.7319+1.3739i", + "6.6945+1.3808i", + "6.676+1.3781i", + "6.3966+1.3157i", + "6.1982+1.2659i", + "6.0552+1.2315i", + "6.3198+1.264i", + "6.2948+1.2547i", + "6.2775+1.2482i", + "6.2776+1.2493i", + "6.2899+1.2544i", + "6.3575+1.2798i", + "6.4242+1.3069i", + "6.4373+1.3097i", + "6.4588+1.3138i", + "6.4941+1.3218i", + "6.4879+1.3132i", + "6.4832+1.3081i", + "6.4613+1.3007i", + "6.4323+1.2926i", + "6.4189+1.2877i", + "6.4263+1.2935i", + "6.4512+1.3063i", + "6.484+1.3227i", + "6.4797+1.3238i", + "6.5323+1.3473i", + "6.5496+1.353i", + "6.49+1.3296i", + "6.4051+1.2968i", + "6.3298+1.2671i", + "5.9322+1.1927i", + "5.893+1.181i", + "5.8586+1.1707i", + "5.8499+1.1681i", + "5.867+1.1714i", + "5.9132+1.1814i", + "5.955+1.1906i", + "6.0295+1.2103i", + "6.1172+1.2318i", + "6.1899+1.247i", + "6.2687+1.261i", + "6.3112+1.2707i", + "6.3372+1.2788i", + "6.3494+1.2845i", + "6.3274+1.2792i", + "6.3163+1.2797i", + "6.2957+1.2786i", + "6.2664+1.2784i", + "6.2262+1.2782i", + "6.2354+1.2905i", + "6.2393+1.2902i", + "6.1491+1.2619i", + "6.0271+1.2241i", + "5.9313+1.1932i", + "5.5803+1.1264i", + "5.5331+1.1151i", + "5.4845+1.1027i", + "5.4647+1.0972i", + "5.4842+1.1026i", + "5.5594+1.1192i", + "5.6509+1.1381i", + "5.7479+1.1608i", + "5.8844+1.1913i", + "5.9611+1.2029i", + "6.0131+1.2094i", + "6.0728+1.217i", + "6.0992+1.2185i", + "6.0953+1.2153i", + "6.0553+1.2053i", + "6.0558+1.2112i", + "6.053+1.2167i", + "6.0402+1.2223i", + "6.017+1.2301i", + "6.0342+1.2523i", + "5.9861+1.2436i", + "5.8524+1.207i", + "5.7048+1.1649i", + "5.5955+1.1372i", + "5.7763+1.1585i", + "5.7359+1.1474i", + "5.7135+1.1404i", + "5.7177+1.1441i", + "5.7598+1.1592i", + "5.9575+1.2081i", + "6.1405+1.2551i", + "6.3337+1.2864i", + "6.588+1.3308i", + "6.7297+1.3516i", + "6.8013+1.3619i", + "6.8281+1.3626i", + "6.8054+1.3557i", + "6.7939+1.3508i", + "6.7631+1.3452i", + "6.734+1.3467i", + "6.6555+1.3423i", + "6.4824+1.3154i", + "6.3831+1.3108i", + "6.3747+1.3265i", + "6.3683+1.3262i", + "6.1609+1.275i", + "5.9893+1.2253i", + "5.8694+1.1927i", + "5.7203+1.1578i", + "5.6794+1.1459i", + "5.6601+1.1387i", + "5.6603+1.1392i", + "5.7369+1.1607i", + "5.9688+1.215i", + "6.2197+1.2719i", + "6.467+1.3128i", + "6.7442+1.3587i", + "6.9254+1.3908i", + "7.0392+1.4099i", + "7.0895+1.4122i", + "7.093+1.4098i", + "7.0921+1.4041i", + "7.1046+1.4099i", + "7.0671+1.4066i", + "6.9483+1.3917i", + "6.7566+1.3671i", + "6.5981+1.3524i", + "6.5322+1.3559i", + "6.4613+1.345i", + "6.2174+1.2866i", + "6.0073+1.2314i", + "5.8631+1.1896i", + "5.8827+1.1854i", + "5.8427+1.1723i", + "5.8152+1.1647i", + "5.8187+1.1646i", + "5.9052+1.1895i", + "6.0743+1.2335i", + "6.2833+1.2861i", + "6.4571+1.3146i", + "6.6328+1.3419i", + "6.7099+1.3498i", + "6.7955+1.36i", + "6.8406+1.3627i", + "6.8863+1.3727i", + "6.9263+1.3785i", + "6.938+1.3834i", + "6.899+1.3813i", + "6.7981+1.3644i", + "6.7068+1.3569i", + "6.5654+1.3451i", + "6.5143+1.3505i", + "6.4165+1.3371i", + "6.2659+1.2954i", + "6.1064+1.2475i", + "5.9756+1.2056i", + "5.7997+1.1718i", + "5.745+1.1564i", + "5.7021+1.1456i", + "5.7125+1.1487i", + "5.8314+1.1788i", + "6.1007+1.2403i", + "6.4532+1.3177i", + "6.7411+1.3697i", + "7.0224+1.4173i", + "7.1996+1.4488i", + "7.3344+1.4698i", + "7.382+1.4732i", + "7.4268+1.4786i", + "7.462+1.4848i", + "7.427+1.4788i", + "7.3168+1.456i", + "7.1617+1.4351i", + "6.9533+1.4041i", + "6.6914+1.3688i", + "6.5812+1.3631i", + "6.4586+1.3437i", + "6.2676+1.2968i", + "6.0637+1.2416i", + "5.9139+1.2025i", + "6.1091+1.2239i", + "6.0746+1.2111i", + "6.0448+1.2012i", + "6.051+1.2032i", + "6.1065+1.2216i", + "6.2131+1.2537i", + "6.3413+1.2879i", + "6.4155+1.3004i", + "6.4786+1.3081i", + "6.5229+1.3161i", + "6.5501+1.3182i", + "6.5576+1.3165i", + "6.5462+1.311i", + "6.5612+1.3157i", + "6.5568+1.3175i", + "6.5191+1.3087i", + "6.5052+1.316i", + "6.4824+1.3234i", + "6.4399+1.3259i", + "6.4334+1.334i", + "6.4107+1.3318i", + "6.3234+1.3025i", + "6.2087+1.2627i", + "6.124+1.2331i", + "5.7794+1.1657i", + "5.7471+1.1514i", + "5.7323+1.1448i", + "5.7238+1.1411i", + "5.7396+1.1481i", + "5.7411+1.1487i", + "5.7471+1.1514i", + "5.7721+1.1625i", + "5.7826+1.1672i", + "5.7779+1.1651i", + "5.7798+1.1659i", + "5.7527+1.1539i", + "5.7355+1.1462i", + "5.7307+1.1441i", + "5.7415+1.1489i", + "5.765+1.1594i", + "5.8094+1.1791i", + "5.8364+1.1911i", + "5.8818+1.2112i", + "5.9256+1.2306i", + "5.9403+1.2371i", + "5.8954+1.2172i", + "5.8407+1.1929i", + "5.7864+1.1688i", + "5.5836+1.1252i", + "5.5564+1.1131i", + "5.5415+1.1065i", + "5.5341+1.1032i", + "5.5388+1.1053i", + "5.5409+1.1062i", + "5.5447+1.1079i", + "5.5679+1.1182i", + "5.5925+1.1291i", + "5.6127+1.1381i", + "5.5964+1.1308i", + "5.5762+1.1219i", + "5.5691+1.1187i", + "5.565+1.1169i", + "5.5671+1.1178i", + "5.5858+1.1261i", + "5.6027+1.1336i", + "5.6417+1.151i", + "5.6763+1.1663i", + "5.7175+1.1846i", + "5.7284+1.1894i", + "5.6955+1.1748i", + "5.6391+1.1498i", + "5.5903+1.1281i", + "5.4537+1.1005i", + "5.4107+1.0856i", + "5.3863+1.0777i", + "5.3858+1.0784i", + "5.3992+1.0844i", + "5.4145+1.0887i", + "5.4233+1.0918i", + "5.4441+1.0946i", + "5.4889+1.103i", + "5.5307+1.108i", + "5.5886+1.12i", + "5.6192+1.1201i", + "5.6577+1.1289i", + "5.6825+1.1341i", + "5.6896+1.1332i", + "5.7169+1.144i", + "5.7617+1.1637i", + "5.8052+1.1856i", + "5.816+1.1975i", + "5.8291+1.2128i", + "5.8168+1.2183i", + "5.7204+1.1859i", + "5.6106+1.1487i", + "5.5203+1.1181i", + "5.6194+1.125i", + "5.6013+1.1204i", + "5.5878+1.1166i", + "5.6288+1.1267i", + "5.7431+1.1537i", + "5.9498+1.2034i", + "6.1899+1.2599i", + "6.3976+1.2984i", + "6.5806+1.3255i", + "6.6964+1.3441i", + "6.8093+1.3603i", + "6.868+1.3657i", + "6.9403+1.3785i", + "6.9846+1.3875i", + "6.9947+1.3934i", + "6.9547+1.3876i", + "6.8832+1.3852i", + "6.7764+1.3776i", + "6.574+1.3552i", + "6.4735+1.3493i", + "6.3562+1.3327i", + "6.1843+1.2864i", + "5.9903+1.2311i", + "5.8585+1.1935i", + "5.8915+1.1885i", + "5.8342+1.1717i", + "5.797+1.1598i", + "5.8214+1.1648i", + "5.9542+1.1978i", + "6.1838+1.25i", + "6.4714+1.3129i", + "6.6981+1.3496i", + "6.9059+1.3804i", + "7.0518+1.4074i", + "7.2148+1.4338i", + "7.2875+1.4459i", + "7.3403+1.4574i", + "7.4023+1.471i", + "7.4122+1.4772i", + "7.391+1.4851i", + "7.291+1.4741i", + "7.1395+1.4605i", + "6.8828+1.4255i", + "6.7516+1.4083i", + "6.6225+1.3884i", + "6.4253+1.336i", + "6.215+1.2758i", + "6.0514+1.2306i", + "6.0929+1.2281i", + "6.0323+1.2076i", + "5.9975+1.197i", + "6.0187+1.2016i", + "6.1719+1.2374i", + "6.3962+1.2872i", + "6.6661+1.3474i", + "6.8995+1.3893i", + "7.0782+1.4189i", + "7.185+1.4329i", + "7.3034+1.4499i", + "7.3598+1.4594i", + "7.4031+1.4688i", + "7.42+1.4746i", + "7.4163+1.4808i", + "7.3571+1.4801i", + "7.2772+1.4785i", + "7.1484+1.4657i", + "6.9202+1.4348i", + "6.7959+1.4191i", + "6.6632+1.398i", + "6.4811+1.3505i", + "6.2835+1.2933i", + "6.1359+1.2501i", + "6.4134+1.2829i", + "6.3589+1.2647i", + "6.3356+1.257i", + "6.3555+1.2622i", + "6.4408+1.2841i", + "6.5894+1.3232i", + "6.7649+1.3687i", + "6.8992+1.3954i", + "7.0016+1.4116i", + "7.0808+1.4256i", + "7.1158+1.425i", + "7.1328+1.425i", + "7.151+1.4277i", + "7.1932+1.4417i", + "7.1897+1.4443i", + "7.1905+1.4532i", + "7.1643+1.4602i", + "7.102+1.4592i", + "6.9798+1.4429i", + "6.9175+1.4352i", + "6.8483+1.4243i", + "6.7274+1.389i", + "6.5848+1.3451i", + "6.4688+1.3066i", + "6.3074+1.269i", + "6.2607+1.2493i", + "6.236+1.2395i", + "6.2324+1.2381i", + "6.2512+1.2428i", + "6.2821+1.2506i", + "6.3261+1.2618i", + "6.374+1.2755i", + "6.4091+1.2852i", + "6.4499+1.2991i", + "6.4689+1.3033i", + "6.4765+1.3043i", + "6.4804+1.3046i", + "6.4886+1.3077i", + "6.4899+1.3094i", + "6.5158+1.3228i", + "6.527+1.3317i", + "6.5412+1.3442i", + "6.5337+1.3499i", + "6.5412+1.3576i", + "6.5351+1.3591i", + "6.4642+1.3321i", + "6.3777+1.298i", + "6.3146+1.2731i", + "6.0187+1.214i", + "5.9643+1.196i", + "5.9331+1.1851i", + "5.9183+1.1802i", + "5.9425+1.1848i", + "5.9692+1.1872i", + "6.0022+1.1933i", + "6.084+1.2147i", + "6.2008+1.243i", + "6.2649+1.2559i", + "6.3244+1.2663i", + "6.3644+1.2731i", + "6.3915+1.2783i", + "6.3981+1.2807i", + "6.4233+1.2912i", + "6.4377+1.3008i", + "6.4553+1.3123i", + "6.4856+1.333i", + "6.4659+1.3391i", + "6.4547+1.3444i", + "6.4239+1.3423i", + "6.3119+1.3079i", + "6.1501+1.2588i", + "6.0323+1.2232i", + "6.2793+1.2506i", + "6.2128+1.2333i", + "6.1863+1.2258i", + "6.1754+1.2258i", + "6.2274+1.2438i", + "6.3982+1.2872i", + "6.6075+1.342i", + "6.8304+1.3856i", + "7.1181+1.4403i", + "7.3749+1.4826i", + "7.5104+1.5028i", + "7.6487+1.5251i", + "7.7281+1.5389i", + "7.8533+1.562i", + "7.943+1.5839i", + "7.976+1.6016i", + "7.9002+1.601i", + "7.7114+1.5813i", + "7.5004+1.5527i", + "7.2773+1.5179i", + "7.1392+1.4945i", + "6.9262+1.4381i", + "6.688+1.3722i", + "6.5176+1.3231i", + "6.7806+1.352i", + "6.7219+1.332i", + "6.6893+1.3223i", + "6.7005+1.3231i", + "6.8332+1.3548i", + "7.0537+1.4049i", + "7.3223+1.4672i", + "7.5837+1.5179i", + "7.7989+1.5577i", + "7.9741+1.5919i", + "8.1278+1.6221i", + "8.2135+1.6356i", + "8.2708+1.648i", + "8.3711+1.6771i", + "8.4118+1.6969i", + "8.4018+1.7073i", + "8.325+1.7045i", + "8.1974+1.6948i", + "7.9418+1.6596i", + "7.7992+1.6357i", + "7.656+1.6077i", + "7.4527+1.5506i", + "7.2146+1.4801i", + "7.0458+1.4278i", + "6.6511+1.347i", + "6.5537+1.3193i", + "6.4777+1.3001i", + "6.5201+1.3046i", + "6.7201+1.3464i", + "7.0538+1.4145i", + "7.5411+1.5127i", + "8.0039+1.5993i", + "8.3984+1.6657i", + "8.6549+1.713i", + "8.8972+1.7563i", + "9.0901+1.7934i", + "9.2188+1.828i", + "9.3166+1.8569i", + "9.308+1.8671i", + "9.2211+1.8639i", + "9.0745+1.8518i", + "8.7855+1.8094i", + "8.3093+1.7305i", + "8.0204+1.6764i", + "7.7434+1.6256i", + "7.4133+1.5475i", + "7.078+1.4612i", + "6.8544+1.4021i", + "6.4755+1.3232i", + "6.3886+1.2947i", + "6.3248+1.2769i", + "6.3317+1.2754i", + "6.4682+1.3046i", + "6.7794+1.3679i", + "7.1631+1.4466i", + "7.4786+1.5044i", + "7.7403+1.5469i", + "7.9306+1.574i", + "8.1222+1.6131i", + "8.2418+1.6321i", + "8.3293+1.6523i", + "8.4047+1.6726i", + "8.4325+1.6844i", + "8.3771+1.6847i", + "8.2189+1.6644i", + "8.0126+1.6378i", + "7.6689+1.5835i", + "7.4681+1.5491i", + "7.2711+1.5152i", + "7.023+1.4551i", + "6.751+1.3849i", + "6.548+1.33i", + "6.4935+1.3068i", + "6.4272+1.2867i", + "6.3846+1.2726i", + "6.397+1.2755i", + "6.5049+1.3019i", + "6.6891+1.3432i", + "6.9121+1.3938i", + "7.1108+1.4355i", + "7.2773+1.4662i", + "7.3541+1.4762i", + "7.4534+1.4943i", + "7.4921+1.495i", + "7.5129+1.4994i", + "7.5402+1.5081i", + "7.537+1.5126i", + "7.5305+1.5199i", + "7.4476+1.5129i", + "7.3287+1.4964i", + "7.1729+1.4798i", + "7.0818+1.4662i", + "6.9934+1.4541i", + "6.8455+1.4161i", + "6.6657+1.3639i", + "6.5347+1.324i", + "6.6683+1.3323i", + "6.6293+1.3153i", + "6.6176+1.3106i", + "6.6085+1.3064i", + "6.6285+1.3138i", + "6.6406+1.3163i", + "6.6872+1.3336i", + "6.7188+1.3443i", + "6.7331+1.3478i", + "6.7334+1.3457i", + "6.735+1.3445i", + "6.7425+1.3466i", + "6.7616+1.3548i", + "6.7885+1.3668i", + "6.8166+1.3796i", + "6.8743+1.4061i", + "6.893+1.4159i", + "6.9457+1.4415i", + "6.9644+1.4537i", + "6.9493+1.4492i", + "6.9528+1.4527i", + "6.8911+1.4271i", + "6.8033+1.3902i", + "6.7248+1.3571i", + "6.8559+1.3633i", + "6.8086+1.3443i", + "6.7748+1.3312i", + "6.7615+1.3252i", + "6.7691+1.3264i", + "6.7924+1.3306i", + "6.8239+1.3379i", + "6.9211+1.3591i", + "7.011+1.3758i", + "7.0982+1.394i", + "7.1844+1.4169i", + "7.2758+1.4447i", + "7.357+1.4731i", + "7.4348+1.4991i", + "7.4941+1.5235i", + "7.5742+1.5608i", + "7.6256+1.5918i", + "7.6194+1.61i", + "7.5545+1.6057i", + "7.4771+1.585i", + "7.4151+1.5698i", + "7.2954+1.5269i", + "7.1445+1.4702i", + "7.022+1.4236i", + "7.1935+1.4342i", + "7.032+1.3959i", + "6.9429+1.3742i", + "6.8933+1.366i", + "6.9739+1.3884i", + "7.2352+1.4426i", + "7.559+1.5138i", + "8.0616+1.6115i", + "8.7034+1.7273i", + "9.3633+1.8478i", + "9.8993+1.952i", + "10.3461+2.0424i", + "10.6121+2.1095i", + "10.842+2.1707i", + "11.0325+2.2256i", + "11.0179+2.2407i", + "10.8478+2.2226i", + "10.3917+2.1518i", + "9.8845+2.0632i", + "9.4322+1.9752i", + "9.0114+1.8924i", + "8.4846+1.7739i", + "7.9728+1.6495i", + "7.6294+1.5616i", + "7.5906+1.5329i", + "7.4962+1.4988i", + "7.4468+1.48i", + "7.4715+1.4803i", + "7.6999+1.5245i", + "8.2084+1.6165i", + "8.7831+1.7282i", + "9.3464+1.8356i", + "9.8407+1.9295i", + "10.2227+2.0101i", + "10.6179+2.0976i", + "10.8974+2.1665i", + "11.1064+2.223i", + "11.3479+2.2892i", + "11.3261+2.3011i", + "11.2117+2.2941i", + "10.9659+2.2629i", + "10.5236+2.1866i", + "9.8611+2.0684i", + "9.4158+1.9806i", + "9.0699+1.9084i", + "8.6764+1.8107i", + "8.2361+1.7003i", + "7.9161+1.6156i", + "7.2742+1.4898i", + "7.156+1.4551i", + "7.0789+1.4315i", + "7.0908+1.4294i", + "7.3585+1.4798i", + "7.7988+1.5634i", + "8.4857+1.6912i", + "9.1446+1.8124i", + "9.7477+1.9203i", + "10.1813+2.009i", + "10.576+2.0859i", + "10.7464+2.1229i", + "10.9082+2.1665i", + "11.0156+2.2006i", + "10.9839+2.2102i", + "10.9182+2.2127i", + "10.6048+2.167i", + "10.124+2.0885i", + "9.4114+1.9629i", + "8.9761+1.8734i", + "8.5946+1.7961i", + "8.1216+1.6877i", + "7.675+1.5794i", + "7.3633+1.5002i", + "7.0872+1.4402i", + "6.9997+1.4117i", + "6.9236+1.3888i", + "6.9302+1.3877i", + "7.0555+1.4161i", + "7.3287+1.4719i", + "7.7314+1.554i", + "8.1389+1.6329i", + "8.4674+1.6904i", + "8.6512+1.7217i", + "8.8144+1.752i", + "8.8954+1.7646i", + "8.9655+1.787i", + "8.9921+1.7935i", + "8.9584+1.7984i", + "8.8822+1.7982i", + "8.7353+1.7832i", + "8.536+1.7556i", + "8.1815+1.6987i", + "7.9828+1.6573i", + "7.8144+1.6253i", + "7.5873+1.5664i", + "7.3343+1.5002i", + "7.1177+1.4406i", + "6.9895+1.4055i", + "6.9382+1.3883i", + "6.9125+1.377i", + "6.9222+1.3784i", + "6.9826+1.393i", + "7.1349+1.4284i", + "7.3422+1.4769i", + "7.543+1.5219i", + "7.708+1.5565i", + "7.7808+1.5671i", + "7.858+1.578i", + "7.8918+1.5789i", + "7.91+1.5803i", + "7.9504+1.593i", + "7.9775+1.605i", + "7.9522+1.6085i", + "7.9024+1.6132i", + "7.8025+1.6044i", + "7.6449+1.5807i", + "7.5405+1.5598i", + "7.4658+1.5462i", + "7.3262+1.5062i", + "7.161+1.4568i", + "7.0371+1.4182i", + "6.7373+1.3556i", + "6.6987+1.3388i", + "6.6713+1.3272i", + "6.6604+1.3219i", + "6.6749+1.3259i", + "6.6956+1.3312i", + "6.732+1.3419i", + "6.7774+1.3569i", + "6.8111+1.3672i", + "6.8204+1.3681i", + "6.8198+1.3645i", + "6.8216+1.3636i", + "6.8356+1.369i", + "6.8599+1.3788i", + "6.8956+1.395i", + "6.926+1.4105i", + "6.9616+1.4293i", + "6.9927+1.4469i", + "6.9849+1.4497i", + "6.9702+1.4468i", + "6.9665+1.4478i", + "6.9044+1.4234i", + "6.8229+1.3906i", + "6.7508+1.3608i", + "6.4868+1.3044i", + "6.449+1.2876i", + "6.426+1.2774i", + "6.4155+1.2727i", + "6.4145+1.2723i", + "6.4078+1.2693i", + "6.411+1.2707i", + "6.4373+1.2824i", + "6.4569+1.2911i", + "6.4628+1.2937i", + "6.4511+1.2885i", + "6.4405+1.2838i", + "6.4492+1.2877i", + "6.4785+1.3007i", + "6.5037+1.3119i", + "6.5583+1.3361i", + "6.6147+1.3611i", + "6.663+1.3826i", + "6.6893+1.3943i", + "6.7007+1.3993i", + "6.7079+1.4025i", + "6.6563+1.3796i", + "6.5797+1.3456i", + "6.516+1.3173i", + "6.6961+1.3353i", + "6.6182+1.3139i", + "6.5934+1.3068i", + "6.5782+1.3045i", + "6.6138+1.3187i", + "6.7961+1.3644i", + "7.0004+1.4153i", + "7.2467+1.4659i", + "7.5489+1.518i", + "7.8258+1.5663i", + "8.0005+1.5966i", + "8.1554+1.6232i", + "8.2405+1.6447i", + "8.3438+1.6695i", + "8.3934+1.686i", + "8.3951+1.6934i", + "8.3124+1.6925i", + "8.109+1.6674i", + "7.9132+1.6398i", + "7.7573+1.615i", + "7.5639+1.5798i", + "7.313+1.5183i", + "7.0511+1.4457i", + "6.8845+1.3971i", + "6.8001+1.3715i", + "6.7087+1.3443i", + "6.6812+1.3337i", + "6.7198+1.3385i", + "6.8611+1.3699i", + "7.1792+1.4349i", + "7.5538+1.513i", + "7.9321+1.5891i", + "8.2299+1.6431i", + "8.4159+1.6761i", + "8.5997+1.7102i", + "8.7373+1.7377i", + "8.8281+1.7549i", + "8.9071+1.778i", + "8.9223+1.7904i", + "8.8529+1.7894i", + "8.7148+1.7795i", + "8.5342+1.7595i", + "8.2145+1.711i", + "7.9944+1.6691i", + "7.8006+1.6325i", + "7.5349+1.5656i", + "7.2475+1.488i", + "7.0497+1.4316i", + "6.7074+1.3597i", + "6.6084+1.3318i", + "6.5514+1.3161i", + "6.5768+1.3181i", + "6.763+1.3562i", + "7.1451+1.4316i", + "7.5813+1.5186i", + "8.0669+1.6122i", + "8.4649+1.6863i", + "8.696+1.724i", + "8.9697+1.7735i", + "9.1031+1.7995i", + "9.2057+1.8272i", + "9.2159+1.8338i", + "9.2027+1.8438i", + "9.1389+1.8451i", + "8.993+1.8327i", + "8.6809+1.788i", + "8.243+1.7167i", + "7.9785+1.667i", + "7.7347+1.6218i", + "7.4618+1.5542i", + "7.1258+1.4688i", + "6.8857+1.4053i", + "6.6742+1.3559i", + "6.5945+1.3303i", + "6.5442+1.3143i", + "6.557+1.3158i", + "6.7144+1.35i", + "7.0049+1.411i", + "7.3383+1.4789i", + "7.6525+1.5416i", + "7.935+1.5937i", + "8.1352+1.6314i", + "8.3315+1.6633i", + "8.4316+1.6758i", + "8.488+1.6884i", + "8.4953+1.6952i", + "8.4698+1.6936i", + "8.3805+1.6805i", + "8.2783+1.6744i", + "8.068+1.646i", + "7.7267+1.5941i", + "7.5451+1.5646i", + "7.356+1.5327i", + "7.1104+1.4725i", + "6.8524+1.4043i", + "6.6842+1.3566i", + "6.7493+1.3535i", + "6.6648+1.3296i", + "6.5841+1.3092i", + "6.5598+1.304i", + "6.622+1.323i", + "6.7688+1.3582i", + "6.9307+1.399i", + "7.0258+1.4204i", + "7.1465+1.4434i", + "7.2626+1.466i", + "7.3909+1.4883i", + "7.4873+1.5036i", + "7.544+1.514i", + "7.5931+1.5261i", + "7.6286+1.5325i", + "7.6505+1.5431i", + "7.6583+1.5522i", + "7.6099+1.55i", + "7.4692+1.5348i", + "7.3293+1.5157i", + "7.2138+1.497i", + "7.068+1.4571i", + "6.8921+1.4058i", + "6.7519+1.3637i", + "6.7954+1.3557i", + "6.7545+1.3375i", + "6.7328+1.3278i", + "6.7207+1.3225i", + "6.7318+1.3274i", + "6.7385+1.3304i", + "6.759+1.3395i", + "6.7742+1.3462i", + "6.7906+1.3535i", + "6.8031+1.3591i", + "6.8084+1.3614i", + "6.8275+1.3699i", + "6.8402+1.3756i", + "6.853+1.3812i", + "6.8877+1.3966i", + "6.9417+1.4206i", + "7.006+1.4491i", + "7.0577+1.4721i", + "7.0803+1.4821i", + "7.0773+1.4808i", + "7.0769+1.4806i", + "7.02+1.4554i", + "6.9409+1.4203i", + "6.8659+1.3869i", + "6.8265+1.365i", + "6.7806+1.3471i", + "6.7495+1.3346i", + "6.727+1.3252i", + "6.7327+1.3266i", + "6.7482+1.3259i", + "6.7873+1.3347i", + "6.8595+1.3523i", + "6.954+1.3742i", + "7.0259+1.3884i", + "7.0977+1.4078i", + "7.1475+1.4222i", + "7.1898+1.437i", + "7.272+1.4667i", + "7.3393+1.4943i", + "7.3901+1.5196i", + "7.4212+1.5428i", + "7.4123+1.5563i", + "7.3796+1.5578i", + "7.3066+1.5377i", + "7.2542+1.5251i", + "7.1389+1.4853i", + "7.0036+1.4337i", + "6.8961+1.3929i", + "6.7694+1.3559i", + "6.6835+1.3315i", + "6.626+1.3179i", + "6.5959+1.3127i", + "6.6416+1.3285i", + "6.8622+1.3783i", + "7.1165+1.4389i", + "7.4484+1.5048i", + "7.8865+1.5828i", + "8.2399+1.6427i", + "8.4938+1.6859i", + "8.7227+1.7283i", + "8.8219+1.7532i", + "9.0087+1.7955i", + "9.0562+1.8153i", + "9.1009+1.8388i", + "8.9354+1.822i", + "8.586+1.7714i", + "8.241+1.7137i", + "7.9837+1.6649i", + "7.7423+1.6182i", + "7.4128+1.5398i", + "7.1179+1.4608i", + "6.8926+1.3983i", + "6.4484+1.3121i", + "6.3598+1.2857i", + "6.316+1.2716i", + "6.3576+1.2782i", + "6.5641+1.3197i", + "6.9304+1.3917i", + "7.3411+1.4742i", + "7.7194+1.5445i", + "8.0481+1.6063i", + "8.2503+1.6493i", + "8.4364+1.6834i", + "8.5176+1.6913i", + "8.6269+1.7145i", + "8.6639+1.7234i", + "8.6191+1.725i", + "8.5526+1.7217i", + "8.4166+1.7066i", + "8.1868+1.6749i", + "7.8063+1.6155i", + "7.6003+1.5813i", + "7.4228+1.5478i", + "7.1522+1.4827i", + "6.8703+1.41i", + "6.663+1.3548i", + "6.4635+1.3077i", + "6.3971+1.289i", + "6.3481+1.2726i", + "6.3715+1.2762i", + "6.517+1.3096i", + "6.7644+1.3623i", + "7.0727+1.426i", + "7.3627+1.4838i", + "7.5735+1.5217i", + "7.7133+1.5445i", + "7.8619+1.5702i", + "7.934+1.5749i", + "8.0145+1.5912i", + "8.1041+1.6129i", + "8.1319+1.6228i", + "8.0874+1.6245i", + "7.9709+1.6126i", + "7.7969+1.595i", + "7.5214+1.5559i", + "7.3604+1.5281i", + "7.2409+1.511i", + "7.034+1.4578i", + "6.8006+1.3947i", + "6.6213+1.3451i", + "6.4934+1.3114i", + "6.4265+1.2899i", + "6.3885+1.2771i", + "6.422+1.2826i", + "6.5447+1.3122i", + "6.7734+1.3608i", + "7.0872+1.4252i", + "7.3067+1.4666i", + "7.4965+1.4998i", + "7.6046+1.5156i", + "7.7386+1.5429i", + "7.8425+1.5595i", + "7.9147+1.5731i", + "7.982+1.5921i", + "8.0021+1.6055i", + "7.9871+1.6145i", + "7.9084+1.6103i", + "7.7823+1.5982i", + "7.4845+1.5436i", + "7.3425+1.5263i", + "7.2206+1.508i", + "7.023+1.4567i", + "6.7905+1.3949i", + "6.6328+1.3479i", + "6.6598+1.3373i", + "6.5897+1.3153i", + "6.5437+1.3024i", + "6.5641+1.3047i", + "6.6697+1.3295i", + "6.8575+1.3715i", + "7.0969+1.4237i", + "7.3081+1.4643i", + "7.4834+1.4968i", + "7.5928+1.5147i", + "7.7245+1.54i", + "7.8333+1.5613i", + "7.9177+1.582i", + "7.9802+1.6005i", + "8.0117+1.6163i", + "7.9732+1.6184i", + "7.9085+1.6173i", + "7.7943+1.6064i", + "7.572+1.5715i", + "7.4065+1.5383i", + "7.298+1.5208i", + "7.1203+1.4748i", + "6.9197+1.4185i", + "6.7684+1.3713i", + "6.6304+1.332i", + "6.5727+1.3106i", + "6.5413+1.2989i", + "6.5281+1.2927i", + "6.5672+1.3013i", + "6.6384+1.3139i", + "6.7633+1.3444i", + "6.8499+1.3626i", + "6.9093+1.3711i", + "6.9787+1.3867i", + "7.0478+1.4028i", + "7.107+1.4195i", + "7.1676+1.4388i", + "7.2325+1.4608i", + "7.2687+1.4811i", + "7.2695+1.4873i", + "7.2657+1.4961i", + "7.2273+1.4957i", + "7.1444+1.4856i", + "7.0875+1.4757i", + "7.041+1.4687i", + "6.947+1.4399i", + "6.821+1.3971i", + "6.7054+1.3575i", + "6.4798+1.305i", + "6.3832+1.2779i", + "6.3243+1.26i", + "6.3113+1.2545i", + "6.3457+1.2593i", + "6.4357+1.2734i", + "6.5255+1.2938i", + "6.6332+1.3129i", + "6.7861+1.3414i", + "6.9266+1.3699i", + "7.0676+1.4003i", + "7.2112+1.4331i", + "7.2811+1.4522i", + "7.3458+1.4729i", + "7.4035+1.4968i", + "7.4548+1.5212i", + "7.481+1.5418i", + "7.4556+1.5522i", + "7.3793+1.5425i", + "7.2741+1.5202i", + "7.1544+1.4983i", + "6.9693+1.4501i", + "6.7326+1.3812i", + "6.5655+1.3322i", + "6.5013+1.3053i", + "6.4035+1.2781i", + "6.3284+1.2608i", + "6.3035+1.2575i", + "6.3693+1.2789i", + "6.6337+1.3323i", + "6.9606+1.4044i", + "7.3835+1.4879i", + "7.8435+1.5663i", + "8.3298+1.6545i", + "8.6648+1.7158i", + "8.8991+1.757i", + "9.0107+1.7879i", + "9.213+1.835i", + "9.3023+1.8606i", + "9.3237+1.8755i", + "9.1114+1.8509i", + "8.7157+1.7967i", + "8.3282+1.7345i", + "8.0008+1.6691i", + "7.6035+1.5979i", + "7.3248+1.5287i", + "6.9766+1.4421i", + "6.7141+1.3732i", + "6.7312+1.3631i", + "6.6518+1.3384i", + "6.6192+1.3252i", + "6.6569+1.3303i", + "6.7853+1.3554i", + "7.0668+1.4121i", + "7.4498+1.4921i", + "7.854+1.5708i", + "8.155+1.6232i", + "8.3731+1.6615i", + "8.578+1.7003i", + "8.7337+1.7308i", + "8.8492+1.7575i", + "8.9027+1.7752i", + "8.88+1.7844i", + "8.8642+1.795i", + "8.7598+1.7905i", + "8.5285+1.7583i", + "8.1627+1.6999i", + "7.9075+1.6493i", + "7.6974+1.6116i", + "7.4448+1.548i", + "7.164+1.4727i", + "6.9593+1.4143i", + "6.9235+1.3916i", + "6.8609+1.3707i", + "6.8099+1.3566i", + "6.8128+1.3542i", + "6.9156+1.3776i", + "7.1306+1.4242i", + "7.3783+1.4776i", + "7.6234+1.5271i", + "7.8322+1.5672i", + "7.9801+1.5914i", + "8.1227+1.6186i", + "8.2227+1.6394i", + "8.2951+1.6589i", + "8.3492+1.6756i", + "8.3708+1.6882i", + "8.3464+1.6966i", + "8.2555+1.6931i", + "8.1282+1.6782i", + "7.8914+1.6405i", + "7.711+1.6024i", + "7.5804+1.5771i", + "7.3861+1.527i", + "7.1718+1.4659i", + "7.0143+1.4176i", + "6.7738+1.3633i", + "6.7274+1.3433i", + "6.6986+1.3311i", + "6.6863+1.3255i", + "6.6978+1.3285i", + "6.7095+1.3298i", + "6.7415+1.3385i", + "6.7687+1.3455i", + "6.7887+1.3502i", + "6.8065+1.3548i", + "6.8192+1.3568i", + "6.8473+1.3669i", + "6.8812+1.3805i", + "6.9148+1.3935i", + "6.9681+1.4172i", + "7.0131+1.4385i", + "7.0561+1.4598i", + "7.079+1.4738i", + "7.0621+1.4732i", + "7.0248+1.4602i", + "6.9938+1.4497i", + "6.939+1.4292i", + "6.8758+1.4047i", + "6.8077+1.3768i", + "6.9667+1.3874i", + "6.9198+1.3708i", + "6.8792+1.3575i", + "6.8817+1.3567i", + "6.9514+1.3746i", + "7.0776+1.4025i", + "7.2571+1.4412i", + "7.4216+1.4756i", + "7.5437+1.4973i", + "7.6413+1.5148i", + "7.738+1.5365i", + "7.8038+1.5527i", + "7.8643+1.5711i", + "7.9357+1.5977i", + "7.9931+1.6251i", + "8.0054+1.6431i", + "7.9951+1.657i", + "7.9313+1.6577i", + "7.7681+1.6305i", + "7.64+1.6001i", + "7.5405+1.5766i", + "7.3966+1.5366i", + "7.229+1.4838i", + "7.0792+1.432i", + "6.8747+1.3821i", + "6.8146+1.3593i", + "6.7759+1.3447i", + "6.7629+1.3388i", + "6.8057+1.3473i", + "6.8819+1.3618i", + "6.9852+1.3844i", + "7.1016+1.4078i", + "7.2015+1.4279i", + "7.2904+1.4475i", + "7.353+1.4616i", + "7.3989+1.4734i", + "7.4552+1.4924i", + "7.5097+1.5124i", + "7.5548+1.5354i", + "7.5923+1.558i", + "7.6013+1.5734i", + "7.5661+1.5762i", + "7.4576+1.56i", + "7.3608+1.5363i", + "7.3053+1.5259i", + "7.1824+1.4871i", + "7.0324+1.4379i", + "6.9021+1.394i", + "6.5216+1.317i", + "6.4539+1.2946i", + "6.4034+1.2782i", + "6.3779+1.2692i", + "6.3961+1.2722i", + "6.46+1.2817i", + "6.5227+1.2969i", + "6.6057+1.3181i", + "6.675+1.3299i", + "6.7534+1.3429i", + "6.8093+1.3544i", + "6.869+1.3703i", + "6.9101+1.3782i", + "6.924+1.3872i", + "6.9545+1.4014i", + "7.0096+1.4253i", + "7.0562+1.4497i", + "7.0899+1.4705i", + "7.0562+1.4713i", + "7.0085+1.4595i", + "6.9772+1.4576i", + "6.843+1.4169i", + "6.659+1.3598i", + "6.5299+1.3195i", + "6.4552+1.2939i", + "6.3832+1.2732i", + "6.3513+1.2638i", + "6.3451+1.2678i", + "6.3901+1.2837i", + "6.6+1.3297i", + "6.8271+1.3848i", + "7.1104+1.4437i", + "7.4071+1.4983i", + "7.7111+1.5494i", + "7.8977+1.5779i", + "8.0275+1.5979i", + "8.1066+1.6137i", + "8.2341+1.6372i", + "8.3298+1.6613i", + "8.3481+1.6715i", + "8.2496+1.6688i", + "7.989+1.6363i", + "7.7561+1.6018i", + "7.5551+1.5657i", + "7.3199+1.5289i", + "7.0909+1.4717i", + "6.8685+1.4082i", + "6.6706+1.3552i", + "6.5655+1.3249i", + "6.4939+1.3026i", + "6.4579+1.2902i", + "6.5163+1.3005i", + "6.6609+1.334i", + "6.9554+1.3945i", + "7.299+1.4664i", + "7.625+1.5283i", + "7.9224+1.5805i", + "8.1233+1.6119i", + "8.3065+1.6459i", + "8.4491+1.6725i", + "8.5754+1.7012i", + "8.7041+1.735i", + "8.7221+1.7489i", + "8.7268+1.7648i", + "8.6197+1.7609i", + "8.4125+1.7328i", + "8.0443+1.6743i", + "7.8272+1.6317i", + "7.6037+1.5925i", + "7.3263+1.5247i", + "7.0774+1.456i", + "6.8587+1.3963i", + "6.9766+1.401i", + "6.9056+1.3782i", + "6.8347+1.3613i", + "6.8396+1.3609i", + "6.9855+1.393i", + "7.3177+1.4602i", + "7.7163+1.5414i", + "8.1202+1.6166i", + "8.4215+1.6732i", + "8.6225+1.7095i", + "8.8652+1.755i", + "9.0203+1.7879i", + "9.1405+1.8214i", + "9.2371+1.8439i", + "9.2643+1.8638i", + "9.2063+1.87i", + "9.0706+1.8606i", + "8.8504+1.8321i", + "8.4887+1.7739i", + "8.2238+1.7186i", + "7.9655+1.6712i", + "7.6629+1.5983i", + "7.3385+1.512i", + "7.1247+1.4545i", + "7.2642+1.4644i", + "7.1802+1.4373i", + "7.1012+1.4138i", + "7.106+1.4128i", + "7.2419+1.4421i", + "7.5553+1.5047i", + "7.9297+1.5815i", + "8.333+1.66i", + "8.6707+1.7201i", + "8.9795+1.7791i", + "9.2484+1.8347i", + "9.437+1.8722i", + "9.625+1.918i", + "9.7677+1.9561i", + "9.829+1.985i", + "9.7647+1.9848i", + "9.6706+1.9822i", + "9.4628+1.957i", + "9.006+1.8817i", + "8.6716+1.8096i", + "8.3765+1.7517i", + "8.0542+1.6711i", + "7.7515+1.5964i", + "7.5114+1.5304i", + "7.59+1.5231i", + "7.4917+1.493i", + "7.4233+1.4724i", + "7.4359+1.4731i", + "7.5939+1.5011i", + "7.8976+1.5625i", + "8.2841+1.6402i", + "8.6181+1.708i", + "8.9627+1.7699i", + "9.1869+1.8139i", + "9.4526+1.8696i", + "9.5952+1.9002i", + "9.7372+1.9439i", + "9.8652+1.9857i", + "9.8663+2.004i", + "9.7866+2.0056i", + "9.6676+1.9985i", + "9.413+1.96i", + "9.0122+1.8916i", + "8.7293+1.8293i", + "8.4888+1.7804i", + "8.1919+1.7054i", + "7.9164+1.6302i", + "7.7118+1.5704i", + "7.5838+1.5276i", + "7.5042+1.4984i", + "7.4513+1.4808i", + "7.4264+1.4664i", + "7.5141+1.4816i", + "7.6544+1.5041i", + "7.9027+1.554i", + "8.1243+1.5974i", + "8.3174+1.64i", + "8.458+1.67i", + "8.6325+1.7116i", + "8.7465+1.7395i", + "8.8571+1.7741i", + "8.9469+1.8065i", + "9.0003+1.8335i", + "9.0159+1.8525i", + "8.9719+1.8607i", + "8.8452+1.8498i", + "8.5914+1.8077i", + "8.4047+1.7633i", + "8.2461+1.7261i", + "8.0493+1.6701i", + "7.8274+1.6046i", + "7.6447+1.5492i", + "7.2985+1.4725i", + "7.2309+1.4469i", + "7.1691+1.4241i", + "7.1284+1.4101i", + "7.1361+1.4081i", + "7.2189+1.4188i", + "7.3628+1.449i", + "7.554+1.4844i", + "7.807+1.5333i", + "8.0165+1.5775i", + "8.2192+1.6247i", + "8.3828+1.6634i", + "8.497+1.6993i", + "8.6138+1.7373i", + "8.6963+1.7695i", + "8.7322+1.792i", + "8.6941+1.8016i", + "8.5554+1.7932i", + "8.3707+1.7635i", + "8.2043+1.7227i", + "8.0335+1.6858i", + "7.8013+1.622i", + "7.5836+1.5539i", + "7.4231+1.5014i", + "7.3034+1.4641i", + "7.1742+1.4306i", + "7.1029+1.4109i", + "7.0466+1.3999i", + "7.0938+1.4152i", + "7.4007+1.4799i", + "7.7514+1.5543i", + "8.2504+1.6512i", + "8.8605+1.7595i", + "9.4363+1.8638i", + "9.842+1.9459i", + "10.1737+2.0123i", + "10.4222+2.0716i", + "10.681+2.1327i", + "10.811+2.1719i", + "10.7873+2.1827i", + "10.5298+2.153i", + "10.0199+2.0745i", + "9.4981+1.9869i", + "9.1112+1.9059i", + "8.6126+1.8114i", + "8.2031+1.715i", + "7.7957+1.6104i", + "7.4644+1.5268i", + "7.0933+1.4445i", + "7.0038+1.4155i", + "6.9516+1.3976i", + "7.027+1.4062i", + "7.2151+1.4431i", + "7.6635+1.5284i", + "8.2142+1.6326i", + "8.6819+1.7263i", + "9.1563+1.8106i", + "9.5122+1.8797i", + "9.8539+1.9457i", + "10.0626+1.9873i", + "10.2439+2.0333i", + "10.4452+2.0831i", + "10.4974+2.1077i", + "10.3992+2.1048i", + "10.1386+2.0713i", + "9.7245+2.0082i", + "9.0946+1.9012i", + "8.6652+1.8153i", + "8.3471+1.7524i", + "7.9343+1.6567i", + "7.5418+1.5576i", + "7.251+1.4846i", + "7.2795+1.4698i", + "7.1694+1.4365i", + "7.0865+1.4156i", + "7.1183+1.4181i", + "7.291+1.4539i", + "7.637+1.5227i", + "8.1014+1.6122i", + "8.5008+1.6873i", + "8.8461+1.752i", + "9.1077+1.8005i", + "9.3554+1.8506i", + "9.5369+1.8907i", + "9.6942+1.9312i", + "9.8564+1.9695i", + "9.9072+1.9954i", + "9.8146+1.9952i", + "9.6467+1.9791i", + "9.3797+1.9424i", + "8.9125+1.863i", + "8.5831+1.7972i", + "8.3172+1.7449i", + "7.9846+1.6641i", + "7.6418+1.5745i", + "7.4069+1.5086i", + "7.1689+1.4503i", + "7.0555+1.4175i", + "6.9767+1.3963i", + "7.0035+1.3984i", + "7.191+1.4357i", + "7.5323+1.5058i", + "7.9878+1.5939i", + "8.3839+1.6698i", + "8.7405+1.7342i", + "9.0046+1.7834i", + "9.2905+1.8381i", + "9.5019+1.8834i", + "9.6775+1.9265i", + "9.7947+1.9621i", + "9.8129+1.9789i", + "9.7563+1.9827i", + "9.5803+1.964i", + "9.3047+1.9234i", + "8.8285+1.8424i", + "8.4939+1.7736i", + "8.2371+1.7195i", + "7.9162+1.6417i", + "7.5952+1.5577i", + "7.3379+1.4913i", + "7.1579+1.443i", + "7.0854+1.419i", + "7.0024+1.3974i", + "7.0199+1.3972i", + "7.1619+1.4265i", + "7.4227+1.4839i", + "7.778+1.555i", + "8.106+1.6185i", + "8.3802+1.6715i", + "8.5681+1.7064i", + "8.7539+1.7424i", + "8.8389+1.755i", + "8.9556+1.7834i", + "9.0618+1.8144i", + "9.1127+1.8385i", + "9.0266+1.836i", + "8.938+1.834i", + "8.7012+1.7989i", + "8.3864+1.7448i", + "8.1452+1.6957i", + "7.9704+1.661i", + "7.7168+1.5978i", + "7.454+1.5273i", + "7.2512+1.4698i", + "7.0511+1.4188i", + "6.9894+1.3952i", + "6.9446+1.3791i", + "6.9333+1.3728i", + "6.991+1.3838i", + "7.1157+1.4103i", + "7.2737+1.4428i", + "7.428+1.4771i", + "7.5415+1.498i", + "7.6305+1.5164i", + "7.7203+1.5364i", + "7.7975+1.554i", + "7.8672+1.5739i", + "7.9137+1.5882i", + "7.9623+1.6136i", + "7.9684+1.6279i", + "7.9673+1.6445i", + "7.9065+1.6454i", + "7.7624+1.623i", + "7.6374+1.593i", + "7.5592+1.5786i", + "7.4051+1.5337i", + "7.2538+1.4866i", + "7.1211+1.4426i", + "7.1622+1.4321i", + "7.1104+1.4127i", + "7.0708+1.398i", + "7.0564+1.3912i", + "7.0686+1.393i", + "7.1361+1.403i", + "7.2289+1.4214i", + "7.3747+1.4545i", + "7.5492+1.4865i", + "7.7043+1.5163i", + "7.8318+1.5448i", + "7.9561+1.5755i", + "8.0487+1.6046i", + "8.1708+1.645i", + "8.2767+1.6865i", + "8.3498+1.7183i", + "8.3503+1.7371i", + "8.2527+1.734i", + "8.1267+1.7154i", + "7.9923+1.6828i", + "7.8734+1.6585i", + "7.6666+1.5975i", + "7.4794+1.5353i", + "7.3325+1.4871i", + "7.2764+1.4585i", + "7.0433+1.4073i", + "6.8702+1.3732i", + "6.8017+1.3614i", + "6.8733+1.3804i", + "7.2371+1.455i", + "7.4592+1.509i", + "7.7744+1.5753i", + "8.2858+1.6675i", + "8.8446+1.7682i", + "9.5032+1.8846i", + "10.0272+1.9809i", + "10.3587+2.0545i", + "10.666+2.1292i", + "10.8974+2.19i", + "11.0345+2.2299i", + "11.0058+2.2379i", + "10.8457+2.2145i", + "10.441+2.1441i", + "9.9099+2.0454i", + "9.3762+1.9476i", + "8.7898+1.8231i", + "8.2123+1.6922i", + "7.7487+1.5866i", + "7.6006+1.5414i", + "7.4891+1.5083i", + "7.4127+1.4853i", + "7.4548+1.4894i", + "7.6732+1.532i", + "8.1533+1.6271i", + "8.7146+1.7343i", + "9.271+1.8369i", + "9.7862+1.9315i", + "10.2427+2.0207i", + "10.6892+2.1129i", + "11.0385+2.1894i", + "11.3111+2.2501i", + "11.5493+2.308i", + "11.6666+2.3467i", + "11.5501+2.3389i", + "11.2488+2.2982i", + "10.6926+2.2085i", + "10.0326+2.0968i", + "9.6319+2.0163i", + "9.2788+1.9455i", + "8.7475+1.8269i", + "8.2905+1.7135i", + "7.965+1.6302i", + "7.8446+1.5872i", + "7.7352+1.5552i", + "7.6319+1.524i", + "7.6227+1.5159i", + "7.8397+1.555i", + "8.2991+1.638i", + "8.9157+1.7563i", + "9.4908+1.8711i", + "10.0178+1.97i", + "10.4582+2.0601i", + "10.9034+2.1533i", + "11.3078+2.2447i", + "11.6082+2.3214i", + "11.7761+2.3625i", + "11.8409+2.3956i", + "11.742+2.3871i", + "11.4088+2.3377i", + "10.8734+2.2486i", + "10.1597+2.1235i", + "9.7332+2.0447i", + "9.3478+1.9701i", + "8.8854+1.8629i", + "8.4312+1.7479i", + "8.0755+1.6572i", + "8.021+1.6233i", + "7.9375+1.5964i", + "7.8289+1.5669i", + "7.8446+1.5636i", + "8.0449+1.5992i", + "8.4544+1.6802i", + "8.9996+1.7832i", + "9.5128+1.8834i", + "9.9749+1.9706i", + "10.3209+2.0379i", + "10.6335+2.1016i", + "10.84+2.1467i", + "11.0497+2.2012i", + "11.2252+2.2489i", + "11.289+2.2809i", + "11.1655+2.2743i", + "10.8811+2.2379i", + "10.5086+2.1793i", + "9.92+2.0739i", + "9.5263+1.9956i", + "9.2164+1.933i", + "8.865+1.8461i", + "8.4898+1.7487i", + "8.189+1.6683i", + "7.874+1.5986i", + "7.6645+1.5464i", + "7.544+1.5153i", + "7.5236+1.507i", + "7.7047+1.5417i", + "8.1269+1.6248i", + "8.6438+1.7235i", + "9.1375+1.8181i", + "9.7156+1.9253i", + "10.1826+2.0157i", + "10.7094+2.12i", + "11.0506+2.1924i", + "11.3457+2.2623i", + "11.5705+2.3148i", + "11.6609+2.3488i", + "11.543+2.3427i", + "11.3119+2.3132i", + "10.8938+2.2448i", + "10.2936+2.1397i", + "9.8191+2.0446i", + "9.5006+1.9769i", + "9.0502+1.8726i", + "8.5254+1.7526i", + "8.1123+1.6538i", + "8.3349+1.6661i", + "8.2444+1.6323i", + "8.1779+1.6119i", + "8.1497+1.6001i", + "8.2375+1.6137i", + "8.4186+1.6449i", + "8.664+1.6923i", + "8.9205+1.7464i", + "9.1691+1.8i", + "9.3942+1.8531i", + "9.5762+1.9027i", + "9.7306+1.9433i", + "9.878+1.9901i", + "9.9753+2.0254i", + "10.0673+2.0634i", + "10.0386+2.0742i", + "9.9887+2.0824i", + "9.8422+2.0675i", + "9.562+2.0218i", + "9.3237+1.9617i", + "9.178+1.9245i", + "8.9598+1.8584i", + "8.7018+1.7831i", + "8.4871+1.7169i", + "7.6347+1.5537i", + "7.5185+1.5161i", + "7.4445+1.4889i", + "7.3936+1.4717i", + "7.3986+1.4687i", + "7.6138+1.5018i", + "7.8556+1.5453i", + "8.2149+1.6165i", + "8.6649+1.701i", + "9.1492+1.7975i", + "9.4835+1.8697i", + "9.7616+1.9323i", + "9.9332+1.9839i", + "10.1394+2.0401i", + "10.2479+2.0751i", + "10.2635+2.0928i", + "10.0584+2.0727i", + "9.6814+2.0187i", + "9.3222+1.9562i", + "9.0064+1.8872i", + "8.7211+1.8268i", + "8.3051+1.7288i", + "7.9806+1.6408i", + "7.7254+1.5691i", + "7.3632+1.4899i", + "7.217+1.4504i", + "7.1278+1.4266i", + "7.0688+1.415i", + "7.1442+1.4355i", + "7.4736+1.5035i", + "7.9261+1.5932i", + "8.3937+1.6863i", + "9.0174+1.7955i", + "9.5867+1.8952i", + "10.0111+1.9751i", + "10.3841+2.0471i", + "10.5584+2.0946i", + "10.8404+2.1583i", + "11.0227+2.2073i", + "11.0527+2.2261i", + "10.8019+2.1988i", + "10.2278+2.1083i", + "9.668+2.0119i", + "9.0692+1.8987i", + "8.7337+1.8303i", + "8.2581+1.7211i", + "7.8289+1.6152i", + "7.5007+1.5336i", + "7.2013+1.4647i", + "7.1316+1.4385i", + "7.0974+1.4235i", + "7.1527+1.4285i", + "7.3193+1.4625i", + "7.6886+1.539i", + "8.076+1.6132i", + "8.503+1.6938i", + "8.951+1.772i", + "9.2409+1.8265i", + "9.5483+1.8863i", + "9.802+1.9384i", + "10.0365+1.9927i", + "10.2397+2.0429i", + "10.3272+2.0742i", + "10.1942+2.0636i", + "9.9772+2.0395i", + "9.6249+1.9872i", + "9.1164+1.9019i", + "8.7492+1.8319i", + "8.4837+1.7792i", + "8.1267+1.6926i", + "7.8012+1.6057i", + "7.532+1.5344i", + "7.44+1.504i", + "7.3669+1.4821i", + "7.2988+1.4619i", + "7.3084+1.4613i", + "7.4417+1.4855i", + "7.7598+1.5495i", + "8.1704+1.6288i", + "8.5564+1.7008i", + "9.0207+1.7857i", + "9.3126+1.8382i", + "9.6108+1.8978i", + "9.8352+1.946i", + "10.0558+1.9996i", + "10.2125+2.0419i", + "10.2588+2.067i", + "10.1791+2.0686i", + "9.9869+2.0502i", + "9.6814+2.0063i", + "9.2243+1.9281i", + "8.8956+1.8621i", + "8.6131+1.8042i", + "8.2836+1.7198i", + "7.9432+1.6308i", + "7.6734+1.5587i", + "7.4707+1.5105i", + "7.3611+1.4783i", + "7.2992+1.4591i", + "7.3134+1.4587i", + "7.4305+1.4845i", + "7.7395+1.55i", + "8.1598+1.632i", + "8.5773+1.7087i", + "9.036+1.7889i", + "9.3595+1.8488i", + "9.7069+1.916i", + "9.9537+1.9684i", + "10.1784+2.0238i", + "10.3493+2.07i", + "10.397+2.095i", + "10.3495+2.1016i", + "10.1454+2.0799i", + "9.7994+2.0295i", + "9.2949+1.9421i", + "8.9493+1.8719i", + "8.6446+1.8097i", + "8.2922+1.7237i", + "7.9508+1.633i", + "7.6993+1.5632i", + "7.7082+1.5438i", + "7.604+1.5115i", + "7.5635+1.4989i", + "7.5703+1.4967i", + "7.6884+1.5219i", + "7.942+1.5782i", + "8.2841+1.6444i", + "8.6105+1.7066i", + "8.9633+1.7706i", + "9.2113+1.8185i", + "9.4464+1.8669i", + "9.6659+1.9181i", + "9.8328+1.9641i", + "10.0081+2.0166i", + "10.0423+2.0412i", + "10.0142+2.0546i", + "9.868+2.0435i", + "9.627+2.007i", + "9.2168+1.933i", + "8.9366+1.8717i", + "8.6898+1.8185i", + "8.4034+1.7439i", + "8.1078+1.6636i", + "7.8874+1.5994i", + "7.756+1.5563i", + "7.6462+1.5219i", + "7.5779+1.4995i", + "7.5587+1.4906i", + "7.5951+1.4959i", + "7.7222+1.5199i", + "7.8556+1.5431i", + "8.0289+1.5786i", + "8.2848+1.6332i", + "8.529+1.6841i", + "8.7483+1.7312i", + "8.9215+1.777i", + "9.0658+1.8212i", + "9.1699+1.855i", + "9.2727+1.8982i", + "9.2635+1.9126i", + "9.1995+1.9131i", + "9.0845+1.9027i", + "8.8321+1.8547i", + "8.6485+1.8117i", + "8.5008+1.7744i", + "8.2563+1.7079i", + "8.0047+1.6378i", + "7.8102+1.58i", + "7.2676+1.4705i", + "7.1782+1.4403i", + "7.1174+1.4185i", + "7.1175+1.4117i", + "7.1382+1.4129i", + "7.2926+1.4399i", + "7.4828+1.4682i", + "7.7438+1.525i", + "8.0692+1.5858i", + "8.4211+1.6552i", + "8.6902+1.7103i", + "8.9495+1.7649i", + "9.114+1.8142i", + "9.3001+1.8686i", + "9.4453+1.9168i", + "9.5146+1.9454i", + "9.3723+1.9379i", + "9.0557+1.8953i", + "8.7093+1.8344i", + "8.4275+1.7733i", + "8.1925+1.721i", + "7.8663+1.64i", + "7.6072+1.5647i", + "7.4017+1.5037i", + "7.3102+1.4703i", + "7.2049+1.4403i", + "7.1274+1.4178i", + "7.0835+1.4097i", + "7.1444+1.4276i", + "7.528+1.5086i", + "7.9253+1.5879i", + "8.3734+1.6762i", + "8.9906+1.7897i", + "9.6787+1.9094i", + "10.1483+2.0021i", + "10.5242+2.0787i", + "10.7584+2.14i", + "11.1109+2.2214i", + "11.2688+2.265i", + "11.2248+2.2721i", + "10.931+2.234i", + "10.3358+2.1396i", + "9.6738+2.0218i", + "9.2457+1.936i", + "8.9089+1.8648i", + "8.3412+1.7399i", + "7.9413+1.6367i", + "7.6165+1.5562i", + "7.3576+1.4939i", + "7.2552+1.4619i", + "7.1982+1.4419i", + "7.2548+1.4475i", + "7.4154+1.4807i", + "7.886+1.5771i", + "8.432+1.6776i", + "8.9614+1.7748i", + "9.5249+1.8753i", + "9.9403+1.9525i", + "10.3015+2.0232i", + "10.6202+2.0925i", + "10.8475+2.1543i", + "11.112+2.2232i", + "11.2262+2.2653i", + "11.1479+2.2684i", + "10.8294+2.2254i", + "10.3101+2.1384i", + "9.6933+2.0269i", + "9.2342+1.9362i", + "8.809+1.8483i", + "8.3377+1.7406i", + "7.9136+1.6342i", + "7.6142+1.5568i", + "7.2905+1.483i", + "7.1941+1.4521i", + "7.0945+1.4263i", + "7.1142+1.427i", + "7.293+1.4632i", + "7.7036+1.5483i", + "8.2414+1.6493i", + "8.7113+1.7367i", + "9.2025+1.8231i", + "9.5069+1.8792i", + "9.8412+1.941i", + "10.0952+1.9929i", + "10.2785+2.0383i", + "10.5152+2.0961i", + "10.4997+2.1108i", + "10.3615+2.1007i", + "10.1392+2.0746i", + "9.6961+2.0052i", + "9.1638+1.9106i", + "8.7875+1.8359i", + "8.4618+1.7676i", + "8.0228+1.6668i", + "7.6814+1.5782i", + "7.4212+1.51i", + "6.9293+1.4112i", + "6.8332+1.3817i", + "6.7517+1.3604i", + "6.7895+1.3648i", + "6.9686+1.4008i", + "7.3216+1.4764i", + "7.791+1.5627i", + "8.2149+1.6443i", + "8.6909+1.7275i", + "9.0507+1.7913i", + "9.3356+1.8452i", + "9.5673+1.8913i", + "9.7673+1.9374i", + "9.9387+1.9798i", + "9.9561+1.9961i", + "9.9102+2i", + "9.666+1.9709i", + "9.3254+1.919i", + "8.8102+1.8296i", + "8.4636+1.7655i", + "8.1501+1.7013i", + "7.7921+1.6165i", + "7.4449+1.5293i", + "7.1915+1.4619i", + "7.2864+1.459i", + "7.2218+1.4366i", + "7.1706+1.4202i", + "7.1854+1.421i", + "7.2947+1.4453i", + "7.5351+1.5016i", + "7.8357+1.5613i", + "8.101+1.6138i", + "8.3423+1.6588i", + "8.5076+1.6911i", + "8.6738+1.7251i", + "8.7972+1.7504i", + "8.9071+1.7817i", + "8.9979+1.8102i", + "9.0227+1.8306i", + "8.9956+1.8417i", + "8.8833+1.8344i", + "8.7305+1.8142i", + "8.4261+1.7587i", + "8.1995+1.713i", + "8.0346+1.6752i", + "7.805+1.6157i", + "7.5699+1.5496i", + "7.4108+1.498i", + "7.1515+1.4386i", + "7.0817+1.4135i", + "7.0338+1.3967i", + "7.0208+1.3906i", + "7.0584+1.3986i", + "7.1519+1.4194i", + "7.2476+1.4353i", + "7.377+1.464i", + "7.5215+1.4916i", + "7.662+1.5272i", + "7.7607+1.5465i", + "7.8395+1.5638i", + "7.9075+1.5856i", + "7.9841+1.6107i", + "8.0287+1.6311i", + "8.0377+1.6478i", + "8.0095+1.6546i", + "7.9432+1.6528i", + "7.8158+1.6312i", + "7.7154+1.6094i", + "7.6316+1.5881i", + "7.4796+1.5424i", + "7.316+1.4916i", + "7.1921+1.4524i", + "6.9472+1.3946i", + "6.8998+1.3762i", + "6.8568+1.3594i", + "6.8393+1.3518i", + "6.847+1.3525i", + "6.908+1.3648i", + "6.964+1.3721i", + "7.0569+1.3945i", + "7.1942+1.4233i", + "7.2919+1.4367i", + "7.4004+1.4612i", + "7.4965+1.4847i", + "7.585+1.5125i", + "7.7071+1.5507i", + "7.8045+1.5855i", + "7.8677+1.6172i", + "7.8561+1.6329i", + "7.7884+1.6347i", + "7.6835+1.6177i", + "7.5962+1.5995i", + "7.4994+1.574i", + "7.3232+1.5199i", + "7.1642+1.4649i", + "7.0424+1.4214i", + "6.9409+1.3898i", + "6.8334+1.3613i", + "6.7745+1.3456i", + "6.7381+1.3388i", + "6.8003+1.3585i", + "7.0894+1.4259i", + "7.3944+1.491i", + "7.6679+1.5483i", + "8.3494+1.6666i", + "8.8716+1.7552i", + "9.2837+1.8319i", + "9.6776+1.9088i", + "9.9417+1.9706i", + "10.2449+2.0414i", + "10.4174+2.0903i", + "10.4008+2.1043i", + "10.1606+2.0796i", + "9.6918+2.0073i", + "9.2131+1.9227i", + "8.8401+1.8489i", + "8.4207+1.764i", + "7.9393+1.6531i", + "7.5513+1.5549i", + "7.2616+1.4788i", + "7.1981+1.4501i", + "7.1209+1.4254i", + "7.0818+1.4102i", + "7.133+1.4152i", + "7.3419+1.4576i", + "7.7825+1.5484i", + "8.2626+1.6391i", + "8.763+1.7311i", + "9.3334+1.8365i", + "9.6787+1.9016i", + "9.9948+1.9627i", + "10.2943+2.0271i", + "10.5007+2.0836i", + "10.7109+2.1426i", + "10.7691+2.1749i", + "10.652+2.1744i", + "10.3749+2.1409i", + "9.9797+2.0805i", + "9.3593+1.9719i", + "8.9702+1.8949i", + "8.6383+1.8245i", + "8.1867+1.7125i", + "7.8043+1.611i", + "7.5242+1.5346i", + "7.5767+1.5232i", + "7.4677+1.4899i", + "7.3662+1.4643i", + "7.3922+1.4665i", + "7.6322+1.5119i", + "8.1121+1.6091i", + "8.7114+1.7222i", + "9.2248+1.8149i", + "9.8493+1.9256i", + "10.3062+2.0128i", + "10.6748+2.0907i", + "10.9682+2.1603i", + "11.2501+2.2335i", + "11.5178+2.3047i", + "11.5047+2.3278i", + "11.3003+2.3166i", + "11.0263+2.2841i", + "10.5726+2.2124i", + "9.866+2.0855i", + "9.4151+1.9966i", + "9.0466+1.9146i", + "8.5447+1.7927i", + "8.1041+1.6777i", + "7.8133+1.5965i", + "7.8422+1.5777i", + "7.738+1.5432i", + "7.6581+1.52i", + "7.6818+1.5198i", + "7.9001+1.561i", + "8.3702+1.6554i", + "8.9603+1.7664i", + "9.5006+1.8707i", + "10.063+1.9727i", + "10.364+2.0337i", + "10.7163+2.1048i", + "10.9853+2.1709i", + "11.1734+2.2289i", + "11.398+2.2919i", + "11.3967+2.3168i", + "11.3305+2.3271i", + "11.0013+2.2843i", + "10.5942+2.2156i", + "10.0051+2.1093i", + "9.5853+2.0245i", + "9.2189+1.945i", + "8.7552+1.8274i", + "8.3575+1.7192i", + "8.0717+1.6403i", + "7.676+1.554i", + "7.5501+1.5154i", + "7.4825+1.4939i", + "7.5065+1.4931i", + "7.7178+1.534i", + "8.1366+1.6179i", + "8.7144+1.7277i", + "9.1972+1.8213i", + "9.667+1.906i", + "9.9624+1.9642i", + "10.1905+2.0146i", + "10.4328+2.0721i", + "10.6264+2.1247i", + "10.7894+2.1713i", + "10.845+2.2006i", + "10.7303+2.1973i", + "10.4555+2.1594i", + "10.0823+2.0946i", + "9.5297+1.9908i", + "9.1247+1.9084i", + "8.7552+1.8264i", + "8.3598+1.7316i", + "8.0218+1.6435i", + "7.7709+1.5746i", + "7.3011+1.479i", + "7.1928+1.4443i", + "7.1162+1.4219i", + "7.0776+1.4092i", + "7.1172+1.4159i", + "7.2307+1.4402i", + "7.3361+1.4588i", + "7.4854+1.4971i", + "7.7094+1.5395i", + "7.9426+1.582i", + "8.1251+1.6165i", + "8.2857+1.6483i", + "8.3808+1.6758i", + "8.494+1.7105i", + "8.5802+1.7399i", + "8.6064+1.7608i", + "8.5927+1.7684i", + "8.4915+1.7571i", + "8.2815+1.7175i", + "8.0985+1.6808i", + "7.9594+1.6453i", + "7.7057+1.5823i", + "7.4793+1.5217i", + "7.2867+1.4676i", + "6.7691+1.3671i", + "6.6641+1.3381i", + "6.5859+1.3171i", + "6.5476+1.3062i", + "6.5597+1.3081i", + "6.6477+1.3255i", + "6.7447+1.339i", + "6.8637+1.3673i", + "7.0603+1.4032i", + "7.2305+1.4313i", + "7.4263+1.4655i", + "7.5975+1.499i", + "7.7578+1.5375i", + "7.8557+1.5711i", + "7.9271+1.599i", + "7.9927+1.6289i", + "8.0417+1.6575i", + "8.0235+1.6679i", + "7.8904+1.647i", + "7.7509+1.6212i", + "7.5847+1.5827i", + "7.3097+1.5128i", + "7.0236+1.4372i", + "6.8126+1.3799i", + "6.6946+1.345i", + "6.5927+1.3191i", + "6.5589+1.3087i", + "6.5225+1.3033i", + "6.6011+1.3272i", + "6.9501+1.4057i", + "7.3358+1.4851i", + "7.7281+1.5598i", + "8.2744+1.652i", + "8.693+1.7216i", + "8.9609+1.7688i", + "9.2479+1.8223i", + "9.4464+1.8652i", + "9.6847+1.922i", + "9.8169+1.9621i", + "9.8601+1.9868i", + "9.6636+1.9695i", + "9.2198+1.9044i", + "8.7529+1.8231i", + "8.4536+1.7703i", + "8.127+1.699i", + "7.5711+1.5784i", + "7.2167+1.4869i", + "6.957+1.4197i", + "6.8399+1.3839i", + "6.7156+1.3513i", + "6.6118+1.3269i", + "6.6535+1.3329i", + "6.8722+1.3765i", + "7.4042+1.4822i", + "7.8408+1.57i", + "8.0252+1.6069i", + "8.3252+1.6622i", + "8.6995+1.727i", + "9.1069+1.8006i", + "9.4344+1.86i", + "9.7073+1.9216i", + "9.9885+1.9861i", + "10.1518+2.0333i", + "10.1693+2.0553i", + "10.0159+2.0453i", + "9.7438+2.0039i", + "9.1769+1.9043i", + "8.7005+1.8196i", + "8.3373+1.7434i", + "7.8065+1.6244i", + "7.2865+1.5049i", + "6.9864+1.4299i", + "7.2239+1.4498i", + "7.1322+1.4209i", + "7.0887+1.4059i", + "7.096+1.405i", + "7.2839+1.444i", + "7.6616+1.5248i", + "8.1274+1.6139i", + "8.5257+1.6871i", + "9.0023+1.7719i", + "9.3685+1.8389i", + "9.683+1.902i", + "9.9452+1.9592i", + "10.1694+2.0181i", + "10.3932+2.0815i", + "10.478+2.1191i", + "10.4002+2.1269i", + "10.1725+2.1048i", + "9.773+2.0429i", + "9.2906+1.956i", + "8.9513+1.8924i", + "8.5698+1.8063i", + "8.1495+1.7012i", + "7.7908+1.6065i", + "7.5437+1.5375i", + "7.3796+1.4886i", + "7.2657+1.4569i", + "7.1769+1.4338i", + "7.2174+1.4365i", + "7.4411+1.4826i", + "7.8488+1.5704i", + "8.3737+1.6703i", + "8.818+1.7523i", + "9.2598+1.831i", + "9.5733+1.8878i", + "9.9295+1.957i", + "10.2032+2.0174i", + "10.4296+2.0753i", + "10.6361+2.1286i", + "10.6165+2.1436i", + "10.4907+2.1404i", + "10.2312+2.1086i", + "9.8195+2.0398i", + "9.219+1.9299i", + "8.8655+1.8618i", + "8.5133+1.7837i", + "8.1206+1.6865i", + "7.7625+1.5922i", + "7.5222+1.5262i", + "7.4783+1.5006i", + "7.3954+1.4734i", + "7.3437+1.4575i", + "7.3368+1.4543i", + "7.5294+1.4931i", + "7.8956+1.5729i", + "8.3682+1.667i", + "8.7088+1.7306i", + "9.0593+1.7929i", + "9.2681+1.8311i", + "9.4846+1.8773i", + "9.6956+1.9233i", + "9.8447+1.9633i", + "9.9917+2.0066i", + "10.0482+2.0358i", + "9.9803+2.0432i", + "9.7861+2.0228i", + "9.4691+1.9711i", + "8.9887+1.8828i", + "8.7302+1.8297i", + "8.4811+1.7715i", + "8.1661+1.6932i", + "7.8517+1.6117i", + "7.6353+1.5513i", + "7.6711+1.5377i", + "7.5746+1.507i", + "7.5127+1.486i", + "7.4868+1.4768i", + "7.5736+1.491i", + "7.7669+1.529i", + "7.971+1.5652i", + "8.2004+1.615i", + "8.4567+1.6652i", + "8.6727+1.7104i", + "8.8883+1.7598i", + "9.0676+1.8036i", + "9.2067+1.8462i", + "9.3521+1.8914i", + "9.4147+1.9232i", + "9.3991+1.9397i", + "9.3334+1.943i", + "9.1726+1.9227i", + "8.8783+1.865i", + "8.71+1.8274i", + "8.4928+1.7741i", + "8.2169+1.7019i", + "7.9748+1.6342i", + "7.7651+1.5734i", + "7.3504+1.4866i", + "7.2496+1.4532i", + "7.1971+1.4356i", + "7.1514+1.4211i", + "7.1826+1.4239i", + "7.3935+1.4613i", + "7.6459+1.5012i", + "7.9341+1.5625i", + "8.4374+1.6539i", + "8.7953+1.7208i", + "9.1896+1.8044i", + "9.5172+1.8764i", + "9.7241+1.9356i", + "10.005+2.0089i", + "10.141+2.0541i", + "10.1473+2.0725i", + "9.8913+2.0468i", + "9.4599+1.9832i", + "9.0501+1.9067i", + "8.762+1.8519i", + "8.5035+1.7885i", + "8.1155+1.6921i", + "7.8213+1.6084i", + "7.5803+1.5398i", + "7.4608+1.5016i", + "7.2637+1.4569i", + "7.1378+1.4285i", + "7.0475+1.4123i", + "7.116+1.4325i", + "7.5492+1.525i", + "8.105+1.6347i", + "8.5579+1.7217i", + "9.3509+1.8627i", + "10.0471+1.9874i", + "10.5943+2.0929i", + "11.2462+2.2187i", + "11.5894+2.2977i", + "11.9155+2.3768i", + "12.1186+2.4314i", + "11.9971+2.4307i", + "11.8052+2.4081i", + "11.3215+2.3281i", + "10.646+2.2039i", + "10.077+2.0992i", + "9.5496+1.9871i", + "8.801+1.8282i", + "8.2302+1.6954i", + "7.8131+1.5971i", + "7.3392+1.4994i", + "7.2765+1.474i", + "7.2141+1.4531i", + "7.2693+1.4598i", + "7.5683+1.5145i", + "8.1498+1.63i", + "8.8114+1.7552i", + "9.3785+1.8582i", + "10.0652+1.9787i", + "10.589+2.0746i", + "11.0403+2.164i", + "11.3544+2.2353i", + "11.6288+2.3047i", + "11.8473+2.3634i", + "11.8653+2.3865i", + "11.6249+2.3633i", + "11.275+2.3155i", + "10.7278+2.224i", + "9.9394+2.0816i", + "9.5386+2.005i", + "9.0643+1.9017i", + "8.5122+1.7764i", + "8.0288+1.6585i", + "7.7361+1.5826i", + "7.5569+1.5334i", + "7.4349+1.4984i", + "7.3559+1.4757i", + "7.315+1.4652i", + "7.4472+1.4954i", + "7.8753+1.5861i", + "8.3539+1.6828i", + "8.7427+1.7545i", + "9.3561+1.8586i", + "9.8304+1.9417i", + "10.1788+2.0088i", + "10.5594+2.0815i", + "10.7673+2.1334i", + "11.0038+2.1918i", + "11.1738+2.2401i", + "11.042+2.2323i", + "10.7057+2.1898i", + "10.1372+2.0956i", + "9.5831+1.9955i", + "9.195+1.9268i", + "8.8602+1.8491i", + "8.3655+1.7352i", + "7.9589+1.6339i", + "7.6693+1.5591i", + "7.3908+1.4961i", + "7.2517+1.4599i", + "7.1587+1.4368i", + "7.1804+1.4373i", + "7.3793+1.4789i", + "7.8817+1.5834i", + "8.4493+1.6945i", + "8.9523+1.7835i", + "9.5775+1.8946i", + "10.0374+1.9764i", + "10.4328+2.0495i", + "10.6868+2.1021i", + "10.9188+2.1607i", + "11.1433+2.2203i", + "11.1733+2.2451i", + "11.1063+2.2559i", + "10.8289+2.2219i", + "10.392+2.152i", + "9.697+2.026i", + "9.3245+1.9561i", + "8.9126+1.8676i", + "8.4033+1.7513i", + "7.9398+1.6373i", + "7.6585+1.5624i", + "7.6907+1.548i", + "7.5747+1.5148i", + "7.518+1.4969i", + "7.5259+1.4943i", + "7.6636+1.5235i", + "8.0092+1.5979i", + "8.4699+1.6886i", + "8.8944+1.7691i", + "9.402+1.8613i", + "9.7615+1.9317i", + "10.1081+2.0005i", + "10.3692+2.0565i", + "10.5986+2.1132i", + "10.858+2.179i", + "10.9405+2.2134i", + "10.8504+2.218i", + "10.6387+2.1916i", + "10.2376+2.1256i", + "9.6521+2.0131i", + "9.2541+1.9351i", + "8.8693+1.8502i", + "8.4929+1.759i", + "8.1141+1.6651i", + "7.8328+1.592i", + "7.736+1.5548i", + "7.6375+1.5218i", + "7.5627+1.4987i", + "7.5331+1.4865i", + "7.59+1.4954i", + "7.7608+1.5285i", + "7.9472+1.5605i", + "8.1404+1.6035i", + "8.4332+1.6632i", + "8.6866+1.7096i", + "8.9493+1.7638i", + "9.2013+1.8271i", + "9.405+1.8856i", + "9.5775+1.9391i", + "9.665+1.977i", + "9.6759+1.9993i", + "9.6154+2.0026i", + "9.4508+1.9819i", + "9.0961+1.9103i", + "8.8487+1.8563i", + "8.6192+1.7965i", + "8.3428+1.723i", + "8.0812+1.6516i", + "7.8636+1.5901i", + "7.7884+1.5563i", + "7.6977+1.5261i", + "7.62+1.5017i", + "7.5749+1.4879i", + "7.5766+1.4861i", + "7.6545+1.5021i", + "7.6694+1.5026i", + "7.708+1.516i", + "7.922+1.5649i", + "8.1546+1.6108i", + "8.4618+1.6781i", + "8.734+1.7454i", + "8.9271+1.8021i", + "9.0943+1.8527i", + "9.2276+1.8984i", + "9.3143+1.931i", + "9.2976+1.9411i", + "9.1939+1.9277i", + "8.9477+1.8738i", + "8.7926+1.839i", + "8.6583+1.7967i", + "8.3663+1.7233i", + "8.0853+1.6477i", + "7.8791+1.5895i", + "7.1123+1.4445i", + "6.8284+1.3853i", + "6.6456+1.3434i", + "6.6353+1.3408i", + "6.6474+1.3442i", + "6.9683+1.404i", + "7.5027+1.492i", + "7.8382+1.5565i", + "8.4315+1.6661i", + "9.12+1.7954i", + "9.6937+1.911i", + "10.3591+2.0435i", + "10.7799+2.1405i", + "11.1148+2.2182i", + "11.2173+2.2547i", + "11.2606+2.277i", + "11.0703+2.2535i", + "10.6374+2.1862i", + "9.9971+2.0662i", + "9.5703+1.9878i", + "8.9753+1.8704i", + "8.2972+1.7247i", + "7.7242+1.5964i", + "7.3278+1.5053i", + "7.3867+1.4961i", + "7.2789+1.4646i", + "7.2376+1.4505i", + "7.272+1.4544i", + "7.5189+1.5035i", + "8.1699+1.6328i", + "8.9373+1.7776i", + "9.5228+1.887i", + "10.221+2.0157i", + "10.7614+2.1164i", + "11.276+2.218i", + "11.6843+2.3013i", + "11.9124+2.3609i", + "12.2204+2.4317i", + "12.2828+2.4631i", + "12.0145+2.436i", + "11.5671+2.373i", + "10.8648+2.2581i", + "10.0614+2.1138i", + "9.6539+2.0377i", + "9.1401+1.9232i", + "8.5532+1.7903i", + "8.0423+1.6675i", + "7.7233+1.5862i", + "7.591+1.5438i", + "7.4083+1.4985i", + "7.3118+1.4741i", + "7.2622+1.4622i", + "7.385+1.4901i", + "7.7443+1.5705i", + "8.4795+1.7083i", + "9.0946+1.8198i", + "9.9854+1.9782i", + "10.7688+2.1191i", + "11.3744+2.2399i", + "11.8662+2.3405i", + "12.1514+2.41i", + "12.5663+2.5039i", + "12.789+2.5658i", + "12.6315+2.5404i", + "12.1457+2.4578i", + "11.2414+2.3045i", + "10.3659+2.1516i", + "9.8847+2.0665i", + "9.4134+1.9696i", + "8.6918+1.8175i", + "8.1864+1.6967i", + "7.8033+1.6043i", + "7.7116+1.5681i", + "7.5551+1.5272i", + "7.4656+1.5029i", + "7.4517+1.4977i", + "7.6509+1.5379i", + "8.1665+1.6444i", + "8.8557+1.7764i", + "9.4162+1.8781i", + "10.1103+2.0031i", + "10.6863+2.1106i", + "11.1024+2.1919i", + "11.4812+2.2648i", + "11.6377+2.3094i", + "11.9213+2.3753i", + "11.9269+2.3944i", + "11.775+2.3827i", + "11.3492+2.3184i", + "10.7721+2.2206i", + "10.0378+2.088i", + "9.681+2.0235i", + "9.2603+1.9351i", + "8.6917+1.8071i", + "8.2126+1.6911i", + "7.8646+1.6056i", + "7.7642+1.5693i", + "7.6393+1.5348i", + "7.5462+1.5099i", + "7.5614+1.5093i", + "7.7628+1.5492i", + "8.2071+1.6408i", + "8.8246+1.7577i", + "9.2799+1.8439i", + "9.8166+1.9442i", + "10.234+2.0235i", + "10.6103+2.0984i", + "10.8874+2.1588i", + "11.0332+2.2023i", + "11.191+2.2449i", + "11.2076+2.2653i", + "11.047+2.2546i", + "10.8099+2.2244i", + "10.3855+2.1502i", + "9.7467+2.0298i", + "9.4267+1.967i", + "9.0705+1.8871i", + "8.6283+1.786i", + "8.2074+1.685i", + "7.9129+1.6087i", + "7.1404+1.4621i", + "6.918+1.4107i", + "6.7721+1.3756i", + "6.7099+1.3588i", + "6.6562+1.3498i", + "6.8554+1.3889i", + "6.9126+1.4002i", + "6.9009+1.409i", + "7.4017+1.5021i", + "8.0934+1.6271i", + "8.8509+1.7654i", + "9.3113+1.8545i", + "9.421+1.8843i", + "9.6414+1.9313i", + "9.8227+1.9709i", + "10.004+2.0119i", + "9.9565+2.0077i", + "9.7797+1.9813i", + "9.3607+1.901i", + "9.0543+1.8443i", + "8.7233+1.7725i", + "8.1565+1.6583i", + "7.5801+1.5422i", + "7.136+1.4472i", + "6.7025+1.3616i", + "6.5854+1.3287i", + "6.5012+1.3062i", + "6.4409+1.2905i", + "6.4741+1.2983i", + "6.5822+1.3192i", + "6.8167+1.3562i", + "6.9378+1.3837i", + "7.1448+1.4198i", + "7.3424+1.4524i", + "7.5111+1.4834i", + "7.6559+1.5127i", + "7.7742+1.5404i", + "7.8696+1.5704i", + "7.9047+1.5931i", + "7.944+1.6186i", + "7.9467+1.6306i", + "7.8779+1.631i", + "7.7349+1.6058i", + "7.6389+1.594i", + "7.4057+1.5406i", + "7.1474+1.476i", + "6.8477+1.4003i", + "6.6515+1.3479i", + "6.5462+1.3189i", + "6.426+1.2954i", + "6.3419+1.2759i", + "6.3234+1.2748i", + "6.3925+1.2926i", + "6.7023+1.3659i", + "7.1287+1.454i", + "7.4063+1.5051i", + "7.9254+1.599i", + "8.4042+1.6744i", + "8.79+1.7372i", + "9.1347+1.7963i", + "9.2953+1.8354i", + "9.5075+1.8816i", + "9.6597+1.9216i", + "9.6436+1.9335i", + "9.4331+1.9114i", + "8.985+1.8419i", + "8.4903+1.7559i", + "8.263+1.7184i", + "7.8812+1.6381i", + "7.4213+1.5371i", + "7.0306+1.4439i", + "6.7686+1.3813i", + "6.6612+1.3528i", + "6.6001+1.3334i", + "6.5691+1.3213i", + "6.6149+1.329i", + "6.7882+1.3657i", + "7.1089+1.4405i", + "7.5134+1.5235i", + "7.8283+1.5799i", + "8.118+1.6306i", + "8.3328+1.6674i", + "8.5112+1.6983i", + "8.6504+1.7138i", + "8.7998+1.742i", + "8.9281+1.7718i", + "8.9448+1.7854i", + "8.8853+1.7888i", + "8.7335+1.7698i", + "8.4451+1.7257i", + "8.0468+1.6627i", + "7.8689+1.6387i", + "7.6009+1.5794i", + "7.3092+1.5083i", + "7.0432+1.4388i", + "6.8614+1.3882i", + "6.6714+1.3453i", + "6.6217+1.3286i", + "6.5536+1.3113i", + "6.5711+1.3137i", + "6.7212+1.3471i", + "7.0359+1.4189i", + "7.4706+1.5074i", + "7.7859+1.5673i", + "8.1612+1.6327i", + "8.4282+1.6748i", + "8.6962+1.7208i", + "8.8629+1.7504i", + "9.0278+1.7885i", + "9.2185+1.8314i", + "9.3075+1.8586i", + "9.1835+1.8537i", + "9.0202+1.8406i", + "8.7236+1.7987i", + "8.2495+1.7162i", + "8.0279+1.6815i", + "7.6956+1.611i", + "7.3786+1.5316i", + "7.1017+1.4574i", + "6.9025+1.4042i", + "6.9239+1.393i", + "6.8438+1.3694i", + "6.7744+1.3514i", + "6.7861+1.3515i", + "6.9449+1.384i", + "7.3783+1.4764i", + "7.9023+1.5787i", + "8.3437+1.6604i", + "8.8128+1.7435i", + "9.2261+1.8154i", + "9.5909+1.8837i", + "9.8724+1.9403i", + "10.0836+1.9941i", + "10.306+2.0576i", + "10.3889+2.0909i", + "10.3144+2.1028i", + "10.1039+2.0813i", + "9.72+2.0214i", + "9.0677+1.9013i", + "8.6857+1.8305i", + "8.2444+1.7328i", + "7.8124+1.6295i", + "7.4432+1.5357i", + "7.1817+1.4662i", + "7.5433+1.51i", + "7.4538+1.4814i", + "7.3683+1.4586i", + "7.39+1.4599i", + "7.5848+1.4989i", + "8.0643+1.5973i", + "8.6511+1.7093i", + "9.0901+1.7895i", + "9.5773+1.8824i", + "9.9579+1.9558i", + "10.2875+2.0234i", + "10.5068+2.079i", + "10.6947+2.1329i", + "10.8768+2.1915i", + "10.9125+2.224i", + "10.7569+2.2199i", + "10.4409+2.1722i", + "10.0408+2.1018i", + "9.4216+1.9815i", + "9.0761+1.9125i", + "8.6605+1.818i", + "8.264+1.7205i", + "7.9382+1.6351i", + "7.7021+1.5674i", + "7.33+1.4847i", + "7.1303+1.4369i", + "6.9693+1.3992i", + "6.8585+1.3738i", + "6.8937+1.3782i", + "7.0902+1.4166i", + "7.288+1.4503i", + "7.419+1.4858i", + "7.9137+1.581i", + "8.5616+1.6994i", + "9.2234+1.821i", + "9.7056+1.9186i", + "10.0105+1.9955i", + "10.2929+2.0689i", + "10.4159+2.1127i", + "10.458+2.1371i", + "10.4108+2.1384i", + "10.1351+2.0904i", + "9.5859+1.9842i", + "9.4389+1.9442i", + "8.9534+1.8409i", + "8.3543+1.7147i", + "7.8581+1.6064i", + "7.468+1.5177i", + "6.6595+1.3658i", + "6.5701+1.3358i", + "6.5162+1.3176i", + "6.4772+1.3034i", + "6.5888+1.3212i", + "6.8523+1.3669i", + "7.2012+1.4226i", + "7.5019+1.4788i", + "8.0091+1.5723i", + "8.3785+1.6416i", + "8.6362+1.6899i", + "8.8435+1.7386i", + "9.0044+1.7845i", + "9.1833+1.8372i", + "9.1217+1.838i", + "9.0477+1.8352i", + "8.7542+1.794i", + "8.327+1.7307i", + "7.8949+1.6574i", + "7.7649+1.6334i", + "7.4999+1.5716i", + "7.1357+1.4867i", + "6.8533+1.4127i", + "6.6401+1.3565i", + "6.4447+1.3135i", + "6.209+1.2646i", + "6.0443+1.2329i", + "6.0215+1.2292i", + "6.1702+1.2642i", + "6.6501+1.366i", + "7.2648+1.4861i", + "7.4226+1.5188i", + "7.8596+1.5996i", + "8.4205+1.6904i", + "8.8025+1.7544i", + "9.2982+1.8406i", + "9.4177+1.8647i", + "9.6687+1.9199i", + "9.6776+1.9338i", + "9.6551+1.9387i", + "9.5598+1.9237i", + "9.2966+1.8799i", + "9.1326+1.8499i", + "9.0505+1.8357i", + "8.3225+1.6986i", + "7.7229+1.5761i", + "7.0961+1.4487i", + "6.6468+1.3545i", + "6.576+1.3351i", + "6.48+1.309i", + "6.4215+1.2937i", + "6.4042+1.2917i", + "6.4633+1.3026i", + "6.8091+1.3811i", + "7.2264+1.4659i", + "7.5604+1.528i", + "8.0818+1.615i", + "8.5247+1.6901i", + "8.7872+1.7345i", + "9.0642+1.7824i", + "9.1813+1.8101i", + "9.3511+1.8525i", + "9.2687+1.8526i", + "9.1772+1.8465i", + "8.9663+1.8214i", + "8.5358+1.7552i", + "8.1361+1.6902i", + "7.951+1.6587i", + "7.618+1.586i", + "7.2204+1.4985i", + "6.9075+1.4198i", + "6.6915+1.3642i", + "6.3894+1.2995i", + "6.2937+1.2757i", + "6.222+1.2576i", + "6.2272+1.259i", + "6.3442+1.2865i", + "6.7552+1.3742i", + "7.2797+1.4779i", + "7.6956+1.5533i", + "8.17+1.6335i", + "8.5518+1.7001i", + "8.9003+1.7622i", + "9.138+1.799i", + "9.2051+1.8169i", + "9.3189+1.8438i", + "9.2999+1.8518i", + "9.2313+1.8517i", + "8.9911+1.8218i", + "8.5764+1.7558i", + "8.0491+1.6689i", + "7.871+1.6398i", + "7.5498+1.5708i", + "7.153+1.4813i", + "6.8051+1.3989i", + "6.553+1.3367i", + "6.523+1.3325i", + "6.4227+1.294i", + "6.3571+1.2791i", + "6.3684+1.2804i", + "6.5073+1.3122i", + "6.8934+1.3965i", + "7.3989+1.4983i", + "7.7441+1.5562i", + "8.0228+1.6068i", + "8.2401+1.6465i", + "8.4027+1.6697i", + "8.4971+1.6853i", + "8.6363+1.7136i", + "8.7403+1.7352i", + "8.7445+1.7403i", + "8.6452+1.738i", + "8.4575+1.7148i", + "8.1745+1.6698i", + "7.8105+1.6156i", + "7.6485+1.5911i", + "7.3836+1.535i", + "7.0652+1.4606i", + "6.7849+1.3894i", + "6.6324+1.352i", + "6.6801+1.348i", + "6.6156+1.3276i", + "6.5543+1.3087i", + "6.5596+1.3085i", + "6.659+1.3333i", + "6.9874+1.4068i", + "7.4079+1.491i", + "7.7289+1.5504i", + "7.9655+1.5938i", + "8.144+1.6221i", + "8.3001+1.6486i", + "8.3983+1.6674i", + "8.4969+1.6908i", + "8.6039+1.7208i", + "8.6227+1.7384i", + "8.567+1.7389i", + "8.4074+1.7173i", + "8.1387+1.6763i", + "7.8333+1.6247i", + "7.6709+1.5959i", + "7.4477+1.5454i", + "7.1901+1.4844i", + "6.9627+1.4255i", + "6.7978+1.3776i", + "6.829+1.3703i", + "6.7548+1.351i", + "6.6907+1.3328i", + "6.6594+1.3248i", + "6.6855+1.33i", + "6.8121+1.3585i", + "6.9582+1.3869i", + "7.0369+1.4077i", + "7.2164+1.4406i", + "7.4114+1.4748i", + "7.6216+1.5113i", + "7.7737+1.5424i", + "7.8802+1.5707i", + "7.9983+1.6063i", + "8.0853+1.6423i", + "8.1425+1.6674i", + "8.1269+1.6765i", + "8.0414+1.6692i", + "7.8376+1.6329i", + "7.7607+1.6138i", + "7.5563+1.5645i", + "7.3132+1.5051i", + "7.068+1.4414i", + "6.9069+1.3943i", + "6.3998+1.2978i", + "6.3286+1.2766i", + "6.2821+1.2588i", + "6.2611+1.2515i", + "6.2906+1.2561i", + "6.4711+1.2895i", + "6.696+1.3245i", + "6.9076+1.368i", + "7.2477+1.4298i", + "7.5653+1.4887i", + "7.8483+1.5444i", + "8.0503+1.5887i", + "8.184+1.6236i", + "8.345+1.6588i", + "8.4071+1.6861i", + "8.444+1.7118i", + "8.3271+1.7136i", + "8.0539+1.6781i", + "7.7108+1.6222i", + "7.5401+1.5894i", + "7.3075+1.5338i", + "7.0146+1.4599i", + "6.7779+1.3941i", + "6.5851+1.3409i", + "6.8322+1.3709i", + "6.756+1.349i", + "6.7085+1.3359i", + "6.6948+1.3342i", + "6.7276+1.346i", + "6.9826+1.409i", + "7.3365+1.4889i", + "7.599+1.5394i", + "8.0338+1.6127i", + "8.4213+1.6786i", + "8.7966+1.7565i", + "9.0879+1.8008i", + "9.2771+1.8415i", + "9.5598+1.9021i", + "9.7212+1.9441i", + "9.7665+1.9653i", + "9.5751+1.9442i", + "9.1236+1.8711i", + "8.6262+1.7877i", + "8.3551+1.7366i", + "8.0649+1.6862i", + "7.7626+1.6372i", + "7.2798+1.4841i", + "7.0657+1.4275i", + "7.0437+1.4104i", + "7.0004+1.3989i", + "6.9492+1.3823i", + "6.9848+1.3867i", + "7.163+1.4236i", + "7.5626+1.5063i", + "8.0575+1.6066i", + "8.4571+1.6753i", + "8.8646+1.7523i", + "9.1258+1.803i", + "9.4194+1.8588i", + "9.6809+1.912i", + "9.9506+1.9762i", + "10.1403+2.0225i", + "10.2204+2.058i", + "10.1777+2.0709i", + "10.001+2.0573i", + "9.5869+1.9894i", + "9.0031+1.8874i", + "8.7062+1.828i", + "8.434+1.7827i", + "8.177+1.7411i", + "7.6582+1.568i", + "7.4485+1.5087i", + "7.0808+1.4313i", + "6.9808+1.4014i", + "6.8874+1.3774i", + "6.915+1.3798i", + "7.1009+1.4169i", + "7.59+1.5188i", + "8.2268+1.6455i", + "8.7345+1.7338i", + "9.2093+1.8239i", + "9.6316+1.9006i", + "10.0473+1.9813i", + "10.3782+2.0493i", + "10.5874+2.0969i", + "10.9017+2.1671i", + "10.9919+2.2034i", + "10.7465+2.179i", + "10.3801+2.1297i", + "9.8177+2.0319i", + "9.1427+1.9177i", + "8.7973+1.8483i", + "8.3307+1.7498i", + "8.0205+1.6954i", + "7.5416+1.5542i", + "7.2675+1.4837i", + "6.8794+1.4045i", + "6.7434+1.3689i", + "6.6604+1.3475i", + "6.6716+1.347i", + "6.821+1.3797i", + "7.2953+1.4804i", + "7.9557+1.6106i", + "8.4284+1.6938i", + "8.9005+1.7768i", + "9.254+1.8392i", + "9.545+1.89i", + "9.6858+1.9158i", + "9.8257+1.9485i", + "9.9647+1.9788i", + "9.9261+1.9804i", + "9.7644+1.9615i", + "9.5177+1.9237i", + "9.0417+1.8468i", + "8.4538+1.7526i", + "8.1926+1.7044i", + "7.8248+1.628i", + "7.4623+1.5462i", + "7.1068+1.4606i", + "6.8613+1.3995i", + "6.6236+1.3466i", + "6.5593+1.3262i", + "6.5157+1.3129i", + "6.5368+1.3147i", + "6.6862+1.3483i", + "7.0303+1.4261i", + "7.4926+1.5229i", + "7.86+1.5897i", + "8.1447+1.6396i", + "8.3606+1.6825i", + "8.555+1.7164i", + "8.6514+1.728i", + "8.7419+1.7444i", + "8.8432+1.7617i", + "8.8478+1.7641i", + "8.7335+1.7495i", + "8.5699+1.7265i", + "8.2479+1.6726i", + "7.8553+1.6162i", + "7.6649+1.5807i", + "7.4061+1.5276i", + "7.132+1.4659i", + "6.8714+1.4034i", + "6.6738+1.3524i", + "6.401+1.2956i", + "6.3575+1.2787i", + "6.3203+1.2656i", + "6.3145+1.2613i", + "6.3451+1.2684i", + "6.4411+1.2922i", + "6.5704+1.3213i", + "6.6949+1.3549i", + "6.7696+1.3707i", + "6.8117+1.3781i", + "6.8482+1.3815i", + "6.8702+1.3819i", + "6.8769+1.379i", + "6.9078+1.3843i", + "6.919+1.3901i", + "6.9047+1.3932i", + "6.8699+1.3901i", + "6.8334+1.3938i", + "6.7944+1.4029i", + "6.7397+1.3922i", + "6.653+1.3683i", + "6.5579+1.3397i", + "6.4607+1.3077i", + "6.3835+1.2819i", + "5.9372+1.2045i", + "5.8842+1.1878i", + "5.836+1.1727i", + "5.8232+1.1679i", + "5.8577+1.1749i", + "5.9252+1.1907i", + "6.0116+1.2062i", + "6.0552+1.2126i", + "6.108+1.2241i", + "6.1511+1.2282i", + "6.1999+1.235i", + "6.2462+1.2425i", + "6.2629+1.2452i", + "6.2847+1.2487i", + "6.3405+1.2676i", + "6.4019+1.2917i", + "6.3881+1.2976i", + "6.4119+1.3167i", + "6.4192+1.3367i", + "6.3792+1.3301i", + "6.2821+1.3033i", + "6.1442+1.2646i", + "6.0114+1.2248i", + "5.9134+1.1982i", + "5.8741+1.183i", + "5.7528+1.1574i", + "5.7065+1.1472i", + "5.678+1.1443i", + "5.7238+1.1632i", + "5.9422+1.2168i", + "6.2853+1.2927i", + "6.4201+1.3175i", + "6.6062+1.3429i", + "6.8473+1.3771i", + "7.0395+1.406i", + "7.2607+1.4386i", + "7.3901+1.4604i", + "7.564+1.4999i", + "7.6648+1.5194i", + "7.6628+1.5266i", + "7.5863+1.5206i", + "7.4279+1.5065i", + "7.3248+1.5079i", + "7.1936+1.482i", + "6.7881+1.4031i", + "6.4556+1.3293i", + "6.1363+1.2559i", + "5.8937+1.1921i", + "5.7135+1.153i", + "5.6754+1.1424i", + "5.6326+1.1309i", + "5.6323+1.1334i", + "5.6993+1.151i", + "6.0366+1.2273i", + "6.4257+1.3062i", + "6.6334+1.3406i", + "6.9155+1.3889i", + "7.1312+1.4252i", + "7.2412+1.4331i", + "7.3615+1.448i", + "7.437+1.4693i", + "7.5915+1.4997i", + "7.5026+1.4909i", + "7.4945+1.4952i", + "7.3796+1.4876i", + "7.0841+1.4505i", + "6.8743+1.4363i", + "6.7876+1.4198i", + "6.5421+1.3663i", + "6.2793+1.3049i", + "6.0164+1.2356i", + "5.8424+1.1925i", + "5.9355+1.2024i", + "5.8839+1.1865i", + "5.8474+1.1754i", + "5.8553+1.1773i", + "5.947+1.1999i", + "6.2632+1.2721i", + "6.6642+1.3575i", + "6.9362+1.3989i", + "7.2139+1.4419i", + "7.4008+1.4691i", + "7.547+1.4928i", + "7.6697+1.5143i", + "7.7443+1.5303i", + "7.8571+1.5566i", + "7.8942+1.5676i", + "7.8281+1.569i", + "7.6344+1.5453i", + "7.3707+1.5127i", + "7.1002+1.4825i", + "6.9703+1.4557i", + "6.7261+1.402i", + "6.4631+1.3402i", + "6.2445+1.2826i", + "6.0746+1.2378i", + "5.9695+1.2097i", + "5.9047+1.1911i", + "5.8755+1.1826i", + "5.8733+1.1829i", + "5.9754+1.21i", + "6.3056+1.2851i", + "6.7603+1.38i", + "7.0905+1.4319i", + "7.3571+1.4723i", + "7.5636+1.508i", + "7.6992+1.5275i", + "7.8109+1.544i", + "7.8708+1.5575i", + "7.9697+1.5777i", + "7.9205+1.5765i", + "7.7837+1.5607i", + "7.5865+1.5357i", + "7.334+1.5041i", + "7.1191+1.4813i", + "7.0072+1.4581i", + "6.7689+1.4053i", + "6.4971+1.3403i", + "6.2468+1.2769i", + "6.0756+1.2326i", + "6.1125+1.2295i", + "6.0589+1.2114i", + "6.0156+1.2013i", + "6.0494+1.2076i", + "6.1741+1.2376i", + "6.4361+1.3015i", + "6.7757+1.3772i", + "7.0096+1.4169i", + "7.2177+1.4535i", + "7.3076+1.4625i", + "7.4+1.4735i", + "7.4378+1.4783i", + "7.5057+1.4921i", + "7.5599+1.507i", + "7.5179+1.5047i", + "7.4354+1.4993i", + "7.3106+1.4843i", + "7.1244+1.4621i", + "6.9533+1.4458i", + "6.8311+1.4195i", + "6.6695+1.3824i", + "6.4834+1.337i", + "6.301+1.2887i", + "6.1621+1.2493i", + "6.2218+1.247i", + "6.1655+1.2301i", + "6.1279+1.2183i", + "6.1195+1.2158i", + "6.1261+1.2203i", + "6.1714+1.2366i", + "6.2225+1.2513i", + "6.2061+1.2511i", + "6.2393+1.2587i", + "6.2987+1.2643i", + "6.3836+1.2787i", + "6.4459+1.2888i", + "6.4704+1.2918i", + "6.5296+1.3087i", + "6.5928+1.3318i", + "6.6567+1.3517i", + "6.7214+1.3806i", + "6.7141+1.3854i", + "6.7236+1.4005i", + "6.6994+1.3895i", + "6.5916+1.3593i", + "6.4718+1.3258i", + "6.3486+1.2883i", + "6.2529+1.2567i", + "5.8508+1.1803i", + "5.8081+1.1655i", + "5.7744+1.1534i", + "5.7615+1.1488i", + "5.7877+1.154i", + "5.9116+1.1804i", + "6.0455+1.2041i", + "6.1888+1.2303i", + "6.3544+1.2594i", + "6.517+1.2873i", + "6.6224+1.3034i", + "6.6919+1.319i", + "6.8152+1.3466i", + "6.9183+1.3781i", + "7.0251+1.4112i", + "7.114+1.4424i", + "7.0455+1.4505i", + "6.8801+1.435i", + "6.7244+1.4186i", + "6.6169+1.3941i", + "6.4434+1.3505i", + "6.2476+1.2974i", + "6.0914+1.2488i", + "5.9718+1.2127i", + "5.8506+1.182i", + "5.6643+1.1452i", + "5.5511+1.1231i", + "5.5438+1.1231i", + "5.6315+1.148i", + "6.023+1.2325i", + "6.5509+1.3409i", + "6.817+1.3904i", + "7.0868+1.4359i", + "7.5139+1.5041i", + "7.8608+1.5625i", + "8.2992+1.6384i", + "8.6218+1.7001i", + "8.8534+1.7532i", + "9.0775+1.8049i", + "9.1594+1.8373i", + "9.015+1.8278i", + "8.6774+1.7669i", + "8.528+1.7407i", + "8.1998+1.6802i", + "7.6337+1.5727i", + "7.0286+1.4422i", + "6.4845+1.3308i", + "6.098+1.2502i", + "5.8287+1.1925i", + "5.7657+1.1715i", + "5.7254+1.1606i", + "5.7653+1.1664i", + "5.9601+1.2047i", + "6.3936+1.3005i", + "6.9457+1.4108i", + "7.4091+1.4879i", + "7.7252+1.5384i", + "7.993+1.5804i", + "8.2803+1.6284i", + "8.4769+1.6643i", + "8.6503+1.7038i", + "8.8147+1.7421i", + "8.8918+1.7682i", + "8.7731+1.7614i", + "8.5387+1.733i", + "8.167+1.6743i", + "7.6637+1.5997i", + "7.3406+1.5359i", + "7.0225+1.4663i", + "6.6568+1.3836i", + "6.3834+1.3133i", + "6.1892+1.2621i", + "5.8423+1.1884i", + "5.7822+1.1681i", + "5.7279+1.1539i", + "5.7401+1.1558i", + "5.8736+1.1865i", + "6.1714+1.2563i", + "6.5833+1.3427i", + "6.8773+1.3938i", + "7.0845+1.4244i", + "7.32+1.4614i", + "7.5166+1.4922i", + "7.6248+1.5091i", + "7.7421+1.5301i", + "7.8779+1.5595i", + "7.9283+1.5772i", + "7.8221+1.5638i", + "7.6355+1.5428i", + "7.3649+1.5049i", + "7.0372+1.4631i", + "6.8097+1.417i", + "6.5665+1.3633i", + "6.3059+1.3017i", + "6.0768+1.2418i", + "5.9526+1.2071i", + "5.833+1.176i", + "5.7802+1.1614i", + "5.7265+1.1497i", + "5.7441+1.1548i", + "5.8615+1.1836i", + "6.1291+1.2462i", + "6.5039+1.3292i", + "6.7897+1.3762i", + "7.0098+1.4077i", + "7.2216+1.4423i", + "7.4134+1.4695i", + "7.531+1.4863i", + "7.6444+1.5086i", + "7.725+1.5294i", + "7.7633+1.5443i", + "7.6661+1.5364i", + "7.5232+1.5236i", + "7.2909+1.4921i", + "7.0242+1.4617i", + "6.8304+1.4238i", + "6.6032+1.3745i", + "6.3573+1.315i", + "6.1336+1.2578i", + "5.9967+1.2196i", + "6.049+1.2173i", + "5.9618+1.1948i", + "5.915+1.183i", + "5.9124+1.1843i", + "6.0124+1.2094i", + "6.2507+1.2676i", + "6.5744+1.3413i", + "6.7547+1.3732i", + "6.9399+1.3996i", + "7.1715+1.4388i", + "7.3693+1.4697i", + "7.52+1.4931i", + "7.6325+1.5152i", + "7.7394+1.5409i", + "7.8166+1.5619i", + "7.7849+1.5656i", + "7.6872+1.56i", + "7.4933+1.5325i", + "7.2671+1.5038i", + "7.0674+1.4615i", + "6.8155+1.4076i", + "6.5621+1.3495i", + "6.3106+1.2891i", + "6.1346+1.244i", + "6.0796+1.2239i", + "6.0047+1.2026i", + "5.9528+1.1887i", + "5.9082+1.1803i", + "5.9118+1.1843i", + "5.9817+1.2039i", + "6.0831+1.2285i", + "6.064+1.2282i", + "6.1042+1.2377i", + "6.2065+1.2493i", + "6.3463+1.2681i", + "6.4882+1.2905i", + "6.5455+1.304i", + "6.5904+1.3172i", + "6.6669+1.3428i", + "6.7311+1.364i", + "6.7724+1.3822i", + "6.7725+1.3922i", + "6.8034+1.4081i", + "6.7699+1.3941i", + "6.6042+1.3568i", + "6.4026+1.3104i", + "6.2338+1.2658i", + "6.1015+1.2295i", + "5.782+1.1671i", + "5.7186+1.1491i", + "5.65+1.1321i", + "5.6233+1.1254i", + "5.6446+1.1299i", + "5.7288+1.149i", + "5.8624+1.1763i", + "5.947+1.1926i", + "6.0175+1.208i", + "6.0822+1.2138i", + "6.1945+1.2281i", + "6.2734+1.2405i", + "6.3297+1.2523i", + "6.3585+1.2645i", + "6.3758+1.2752i", + "6.4194+1.2963i", + "6.4388+1.316i", + "6.3947+1.3215i", + "6.362+1.3307i", + "6.2763+1.3103i", + "6.1495+1.2777i", + "5.9729+1.2338i", + "5.7983+1.1863i", + "5.6824+1.1528i", + "5.6481+1.1371i", + "5.5588+1.1155i", + "5.5444+1.1131i", + "5.544+1.1173i", + "5.6019+1.1346i", + "5.8935+1.2029i", + "6.3331+1.2988i", + "6.6515+1.3564i", + "6.9965+1.4103i", + "7.2334+1.4427i", + "7.3649+1.4631i", + "7.5158+1.4856i", + "7.6353+1.5075i", + "7.7292+1.5262i", + "7.8229+1.55i", + "7.7656+1.5509i", + "7.5779+1.532i", + "7.2917+1.4936i", + "7.1112+1.4772i", + "6.9788+1.448i", + "6.6838+1.3863i", + "6.365+1.3146i", + "6.0864+1.2476i", + "5.8653+1.1951i", + "5.8414+1.1806i", + "5.75+1.1591i", + "5.7008+1.1473i", + "5.7164+1.1508i", + "5.8023+1.1745i", + "6.0141+1.2315i", + "6.4133+1.3195i", + "6.8386+1.3907i", + "7.2226+1.4508i", + "7.518+1.499i", + "7.6792+1.5218i", + "7.8094+1.5366i", + "7.9041+1.5572i", + "8.0138+1.5857i", + "8.0801+1.6088i", + "8.08+1.6211i", + "8.0039+1.6211i", + "7.8141+1.5957i", + "7.4794+1.5522i", + "7.1633+1.4895i", + "6.9287+1.4367i", + "6.6468+1.3695i", + "6.3745+1.3015i", + "6.1507+1.2479i", + "5.86+1.1894i", + "5.7134+1.1572i", + "5.644+1.1413i", + "5.642+1.1458i", + "5.7268+1.1687i", + "6.0222+1.2357i", + "6.5291+1.3421i", + "7.1164+1.4399i", + "7.6163+1.521i", + "7.9581+1.5767i", + "8.1438+1.6075i", + "8.2808+1.6335i", + "8.3592+1.6532i", + "8.5239+1.6953i", + "8.614+1.7215i", + "8.5445+1.7125i", + "8.3393+1.6806i", + "8.0683+1.6398i", + "7.6822+1.5872i", + "7.3228+1.5199i", + "7.0395+1.4567i", + "6.6899+1.3783i", + "6.3418+1.299i", + "6.0612+1.2357i", + "6.0026+1.2153i", + "5.9163+1.1927i", + "5.8599+1.1783i", + "5.8492+1.177i", + "5.9078+1.1951i", + "6.1362+1.2545i", + "6.5225+1.3418i", + "6.9214+1.4089i", + "7.2556+1.4607i", + "7.5068+1.4982i", + "7.588+1.5091i", + "7.6439+1.5135i", + "7.689+1.5232i", + "7.7721+1.5435i", + "7.8411+1.5606i", + "7.7631+1.5564i", + "7.674+1.5498i", + "7.4778+1.5236i", + "7.2867+1.5062i", + "7.0592+1.463i", + "6.8582+1.4161i", + "6.5867+1.353i", + "6.3218+1.289i", + "6.1297+1.2416i", + "6.1637+1.2357i", + "6.091+1.2163i", + "6.0562+1.2062i", + "6.0434+1.2042i", + "6.0922+1.2205i", + "6.2676+1.2706i", + "6.5322+1.3375i", + "6.7743+1.3786i", + "7.0155+1.418i", + "7.1504+1.4365i", + "7.2005+1.4417i", + "7.2343+1.4423i", + "7.2621+1.4476i", + "7.3129+1.4615i", + "7.3508+1.4728i", + "7.3368+1.4785i", + "7.2654+1.474i", + "7.1466+1.4614i", + "6.9885+1.4458i", + "6.7927+1.4062i", + "6.6666+1.3763i", + "6.5216+1.3374i", + "6.3617+1.2938i", + "6.2187+1.2545i", + "6.0679+1.2189i", + "5.996+1.1982i", + "5.9493+1.1857i", + "5.9306+1.1807i", + "5.9388+1.1861i", + "5.9967+1.2042i", + "6.0986+1.2301i", + "6.0738+1.2296i", + "6.1005+1.2376i", + "6.1969+1.2524i", + "6.2759+1.2614i", + "6.3169+1.2634i", + "6.3429+1.2687i", + "6.4048+1.2844i", + "6.4488+1.3019i", + "6.4952+1.316i", + "6.5368+1.3317i", + "6.5757+1.3507i", + "6.644+1.3736i", + "6.6255+1.3636i", + "6.4912+1.3325i", + "6.3513+1.2981i", + "6.1812+1.2542i", + "6.0658+1.2212i", + "5.8068+1.1687i", + "5.6476+1.1358i", + "5.5793+1.1193i", + "5.5397+1.112i", + "5.5481+1.1139i", + "5.6499+1.1358i", + "5.8119+1.1706i", + "6.0136+1.2042i", + "6.1383+1.2262i", + "6.211+1.2367i", + "6.2738+1.2421i", + "6.3539+1.2547i", + "6.4391+1.2706i", + "6.4783+1.2856i", + "6.5259+1.3055i", + "6.5453+1.3245i", + "6.6051+1.3528i", + "6.601+1.3664i", + "6.553+1.3698i", + "6.4839+1.3517i", + "6.3534+1.3198i", + "6.183+1.2749i", + "5.952+1.2162i", + "5.7581+1.1698i", + "5.7834+1.1639i", + "5.5907+1.127i", + "5.4938+1.108i", + "5.5093+1.113i", + "5.6253+1.1423i", + "6.025+1.2307i", + "6.4675+1.3279i", + "6.7496+1.3797i", + "7.1801+1.45i", + "7.6142+1.5205i", + "7.9483+1.5778i", + "8.3139+1.6397i", + "8.5513+1.687i", + "8.8076+1.7397i", + "8.9978+1.7843i", + "8.9262+1.7859i", + "8.7204+1.7633i", + "8.4147+1.7139i", + "8.0469+1.6594i", + "7.6362+1.5782i", + "7.2009+1.4899i", + "6.7282+1.3907i", + "6.305+1.2973i", + "6.0063+1.2307i", + "5.9423+1.2088i", + "5.8311+1.1821i", + "5.7986+1.1716i", + "5.752+1.1643i", + "5.7984+1.1802i", + "6.2647+1.2782i", + "6.8761+1.402i", + "7.2978+1.4726i", + "7.8362+1.5586i", + "8.2653+1.6335i", + "8.6865+1.7089i", + "9.017+1.7687i", + "9.1561+1.8042i", + "9.468+1.8702i", + "9.3948+1.8748i", + "9.3519+1.8803i", + "9.0524+1.8393i", + "8.4627+1.7379i", + "8.0034+1.6638i", + "7.6585+1.5933i", + "7.217+1.5032i", + "6.7708+1.4063i", + "6.4254+1.3233i", + "6.1811+1.2649i", + "6.1618+1.2485i", + "6.0567+1.2226i", + "6.0077+1.208i", + "5.9885+1.2045i", + "6.0554+1.2246i", + "6.4558+1.3116i", + "6.9415+1.4144i", + "7.2494+1.4671i", + "7.6651+1.535i", + "8.1511+1.6173i", + "8.4068+1.6614i", + "8.6832+1.7126i", + "8.921+1.7607i", + "9.2174+1.8249i", + "9.3099+1.8544i", + "9.1204+1.8348i", + "8.8155+1.7912i", + "8.3094+1.7037i", + "7.9027+1.645i", + "7.5761+1.578i", + "7.2069+1.4989i", + "6.8226+1.4133i", + "6.5148+1.3383i", + "6.2953+1.284i", + "6.1989+1.2566i", + "6.0748+1.2271i", + "6.0366+1.2147i", + "5.9911+1.2073i", + "6.0567+1.2268i", + "6.4622+1.3133i", + "6.9589+1.4175i", + "7.3807+1.4882i", + "7.9241+1.58i", + "8.3753+1.6564i", + "8.6673+1.7096i", + "9.026+1.7737i", + "9.082+1.7944i", + "9.3965+1.8632i", + "9.5373+1.903i", + "9.5619+1.9226i", + "9.2464+1.8789i", + "8.603+1.7682i", + "8.1804+1.7003i", + "7.8115+1.6265i", + "7.3813+1.538i", + "6.9893+1.4503i", + "6.6443+1.367i", + "6.3445+1.2991i", + "6.2424+1.2667i", + "6.0878+1.231i", + "6.006+1.2108i", + "6.0026+1.2085i", + "6.0999+1.2326i", + "6.4631+1.3119i", + "7.0323+1.4288i", + "7.3594+1.4862i", + "7.6704+1.5436i", + "8.0559+1.6092i", + "8.4513+1.6784i", + "8.8199+1.745i", + "9.0049+1.7823i", + "9.2314+1.8355i", + "9.2931+1.8615i", + "9.2343+1.8663i", + "8.9244+1.821i", + "8.5436+1.7499i", + "8.2035+1.6907i", + "7.8774+1.6208i", + "7.4771+1.5381i", + "7.0541+1.45i", + "6.6341+1.3577i", + "6.3519+1.2903i", + "5.834+1.1917i", + "5.64+1.1495i", + "5.6118+1.1368i", + "5.5679+1.1263i", + "5.5388+1.1244i", + "5.5906+1.141i", + "5.9066+1.2018i", + "6.2565+1.2623i", + "6.2527+1.2633i", + "6.2321+1.2619i", + "6.6049+1.3235i", + "6.9876+1.3898i", + "7.2856+1.4458i", + "7.481+1.4883i", + "7.5903+1.5204i", + "7.3882+1.5012i", + "7.4038+1.5154i", + "7.2804+1.4922i", + "7.2168+1.4823i", + "7.3876+1.4959i", + "7.2171+1.4505i", + "6.7243+1.3549i", + "6.3503+1.2797i", + "5.9313+1.1963i", + "5.5658+1.1249i", + "5.5298+1.111i", + "5.5062+1.1012i", + "5.4973+1.0975i", + "5.4875+1.0932i", + "5.5188+1.1027i", + "5.5601+1.1161i", + "5.5799+1.1183i", + "5.6091+1.1229i", + "5.6303+1.1238i", + "5.6432+1.1245i", + "5.6453+1.1226i", + "5.6521+1.1254i", + "5.6621+1.13i", + "5.6976+1.1447i", + "5.7193+1.1593i", + "5.7732+1.1836i", + "5.8127+1.2062i", + "5.8208+1.2174i", + "5.7969+1.2094i", + "5.7533+1.1932i", + "5.6908+1.1698i", + "5.6168+1.1409i", + "5.5606+1.1192i", + "5.3917+1.0836i", + "5.2874+1.0617i", + "5.2579+1.0543i", + "5.2973+1.0612i", + "5.4343+1.094i", + "5.6715+1.1537i", + "5.9015+1.216i", + "5.9394+1.2244i", + "6.136+1.2537i", + "6.3711+1.2876i", + "6.6268+1.3258i", + "6.9216+1.3724i", + "7.0545+1.3955i", + "7.1169+1.4123i", + "7.2511+1.4405i", + "7.3467+1.4658i", + "7.3185+1.4741i", + "7.4663+1.5114i", + "7.34+1.5022i", + "7.0321+1.4443i", + "6.6393+1.3685i", + "6.2574+1.2881i", + "5.8991+1.2086i", + "5.6488+1.151i", + "5.591+1.1307i", + "5.5396+1.1144i", + "5.5351+1.1128i", + "5.5868+1.1228i", + "5.7574+1.1604i", + "6.0582+1.2282i", + "6.426+1.3178i", + "6.6684+1.3585i", + "6.8235+1.3779i", + "6.9552+1.391i", + "7.1424+1.4147i", + "7.2616+1.4338i", + "7.3265+1.4437i", + "7.3643+1.4555i", + "7.3381+1.4525i", + "7.2685+1.4506i", + "7.0928+1.4334i", + "6.9436+1.4243i", + "6.7429+1.4031i", + "6.5684+1.368i", + "6.3835+1.3267i", + "6.1807+1.2775i", + "5.9841+1.2265i", + "5.8468+1.1896i", + "5.9012+1.1874i", + "5.8392+1.1701i", + "5.8229+1.1675i", + "5.8437+1.1726i", + "5.9149+1.1914i", + "6.1282+1.2483i", + "6.4152+1.3213i", + "6.6435+1.3581i", + "6.8342+1.3796i", + "6.9646+1.3896i", + "7.0981+1.41i", + "7.1432+1.411i", + "7.1906+1.4178i", + "7.1972+1.4203i", + "7.203+1.4287i", + "7.131+1.4259i", + "7.035+1.4236i", + "6.9098+1.4197i", + "6.7419+1.4048i", + "6.6168+1.3792i", + "6.4721+1.3439i", + "6.3356+1.3055i", + "6.1332+1.2517i", + "6.0021+1.2153i", + "5.9339+1.1947i", + "5.872+1.1778i", + "5.8346+1.1685i", + "5.8706+1.1764i", + "5.9998+1.2086i", + "6.2715+1.2756i", + "6.6445+1.3654i", + "6.9116+1.4129i", + "7.0622+1.4279i", + "7.1031+1.4236i", + "7.1942+1.4297i", + "7.2147+1.4258i", + "7.2582+1.4335i", + "7.2645+1.4383i", + "7.2381+1.4409i", + "7.1375+1.4327i", + "7.0336+1.4296i", + "6.9077+1.419i", + "6.7268+1.3921i", + "6.5854+1.3623i", + "6.4747+1.3385i", + "6.2952+1.2963i", + "6.1317+1.251i", + "6.0038+1.2159i", + "6.1384+1.2287i", + "6.0968+1.2156i", + "6.0794+1.2103i", + "6.1001+1.2148i", + "6.1975+1.2426i", + "6.4089+1.2993i", + "6.7204+1.3772i", + "6.9137+1.4135i", + "7.0471+1.4279i", + "7.0879+1.4248i", + "7.1274+1.4232i", + "7.1365+1.4179i", + "7.1564+1.4201i", + "7.18+1.4327i", + "7.1526+1.4348i", + "7.0717+1.4267i", + "7.01+1.428i", + "6.9626+1.4318i", + "6.8519+1.4205i", + "6.7405+1.3934i", + "6.6229+1.365i", + "6.4797+1.3277i", + "6.3224+1.2832i", + "6.2201+1.2521i", + "6.1273+1.2273i", + "6.1019+1.2161i", + "6.0832+1.2078i", + "6.0784+1.2056i", + "6.0914+1.2114i", + "6.1236+1.2257i", + "6.173+1.2476i", + "6.1958+1.2577i", + "6.1868+1.2538i", + "6.1634+1.2434i", + "6.1393+1.2327i", + "6.1265+1.227i", + "6.1222+1.2251i", + "6.1339+1.2303i", + "6.1627+1.2431i", + "6.199+1.2592i", + "6.2463+1.2802i", + "6.2923+1.3006i", + "6.3275+1.3162i", + "6.2991+1.3036i", + "6.2717+1.2915i", + "6.2292+1.2726i", + "6.1757+1.2488i", + "6.1292+1.2282i", + "5.8417+1.1706i", + "5.8135+1.1625i", + "5.7863+1.1533i", + "5.7833+1.1512i", + "5.7983+1.1541i", + "5.8452+1.1658i", + "5.9222+1.1864i", + "5.9595+1.1974i", + "5.9848+1.1996i", + "5.9918+1.1955i", + "6.0058+1.1916i", + "6.0177+1.1923i", + "6.0334+1.1975i", + "6.0562+1.2079i", + "6.0911+1.2242i", + "6.0988+1.2357i", + "6.1483+1.2603i", + "6.2074+1.2886i", + "6.2364+1.3077i", + "6.192+1.2941i", + "6.1321+1.2756i", + "6.0465+1.2494i", + "5.9564+1.2214i", + "5.874+1.1918i", + "5.6343+1.1418i", + "5.5286+1.1177i", + "5.5011+1.1084i", + "5.5818+1.1207i", + "5.6866+1.1413i", + "5.9654+1.2014i", + "6.3536+1.29i", + "6.5103+1.3304i", + "6.7509+1.3651i", + "6.9767+1.3968i", + "7.169+1.4257i", + "7.4998+1.4826i", + "7.6634+1.5153i", + "7.7333+1.533i", + "7.7931+1.5497i", + "7.7756+1.5568i", + "7.7114+1.5558i", + "7.711+1.5684i", + "7.5034+1.5446i", + "7.2116+1.488i", + "6.8412+1.4173i", + "6.4975+1.3463i", + "6.13+1.2666i", + "5.8591+1.2026i", + "5.8328+1.1852i", + "5.7802+1.1675i", + "5.7708+1.1596i", + "5.8048+1.1628i", + "5.9458+1.1883i", + "6.2295+1.2459i", + "6.6455+1.3381i", + "7.0089+1.414i", + "7.2216+1.4453i", + "7.3591+1.4635i", + "7.5341+1.489i", + "7.6627+1.5127i", + "7.7393+1.5288i", + "7.8213+1.549i", + "7.8273+1.5596i", + "7.719+1.55i", + "7.5207+1.5276i", + "7.2908+1.5022i", + "7.0087+1.4647i", + "6.793+1.4212i", + "6.6261+1.3845i", + "6.4275+1.339i", + "6.2204+1.2857i", + "6.0539+1.2381i", + "5.968+1.2101i", + "5.8899+1.189i", + "5.8569+1.177i", + "5.8165+1.1677i", + "5.87+1.1779i", + "6.168+1.2377i", + "6.6147+1.3335i", + "6.9898+1.4119i", + "7.3274+1.4682i", + "7.5937+1.5131i", + "7.6967+1.5242i", + "7.7377+1.5284i", + "7.7835+1.5396i", + "7.8947+1.5632i", + "7.9501+1.5823i", + "7.7228+1.5514i", + "7.4868+1.5183i", + "7.3545+1.5115i", + "7.1327+1.4843i", + "6.9081+1.4401i", + "6.6789+1.393i", + "6.4558+1.3443i", + "6.2616+1.2936i", + "6.0911+1.2459i", + "6.0486+1.2251i", + "5.9653+1.2056i", + "5.9632+1.1988i", + "5.9049+1.1855i", + "5.9375+1.1896i", + "6.2418+1.2503i", + "6.6492+1.3402i", + "7.0407+1.4226i", + "7.4551+1.4907i", + "7.6841+1.5268i", + "7.8099+1.5426i", + "7.837+1.5474i", + "7.8823+1.5578i", + "7.9057+1.5678i", + "7.828+1.5655i", + "7.6809+1.5493i", + "7.4847+1.523i", + "7.3832+1.5198i", + "7.176+1.494i", + "6.9718+1.4529i", + "6.7805+1.4119i", + "6.552+1.3617i", + "6.3362+1.3081i", + "6.1759+1.2614i", + "6.2531+1.2593i", + "6.1369+1.2298i", + "6.0785+1.2133i", + "6.0597+1.2071i", + "6.118+1.2188i", + "6.3314+1.265i", + "6.6261+1.3355i", + "6.8383+1.3863i", + "7.0904+1.4328i", + "7.2713+1.4595i", + "7.4845+1.4945i", + "7.5984+1.5124i", + "7.6383+1.5222i", + "7.7177+1.5422i", + "7.7235+1.5517i", + "7.6427+1.5446i", + "7.5224+1.5341i", + "7.5554+1.5494i", + "7.3919+1.5276i", + "7.1907+1.4838i", + "6.9987+1.443i", + "6.7771+1.3965i", + "6.5217+1.3401i", + "6.3315+1.2902i", + "6.1966+1.2529i", + "6.0778+1.2231i", + "6.0142+1.2045i", + "5.9562+1.1897i", + "5.9491+1.1875i", + "6.0205+1.2029i", + "6.1214+1.229i", + "6.0857+1.2272i", + "6.1844+1.2499i", + "6.3063+1.269i", + "6.48+1.3011i", + "6.6303+1.3257i", + "6.7171+1.3433i", + "6.7386+1.3529i", + "6.7787+1.3659i", + "6.8597+1.3901i", + "6.906+1.4073i", + "7.1065+1.4533i", + "7.0553+1.4503i", + "6.8833+1.4131i", + "6.7054+1.3751i", + "6.5122+1.3344i", + "6.3157+1.2896i", + "6.176+1.2512i", + "6.0776+1.2218i", + "6.0432+1.2065i", + "6.0285+1.2i", + "6.0146+1.1938i", + "6.0081+1.1909i", + "6.0178+1.1952i", + "6.0408+1.2054i", + "6.0587+1.2134i", + "6.0638+1.2157i", + "6.0528+1.2107i", + "6.0416+1.2058i", + "6.0378+1.2041i", + "6.0498+1.2094i", + "6.0716+1.2191i", + "6.1125+1.2372i", + "6.1336+1.2466i", + "6.1767+1.2657i", + "6.2518+1.2991i", + "6.2897+1.3159i", + "6.2686+1.3066i", + "6.2406+1.2941i", + "6.2058+1.2787i", + "6.1588+1.2578i", + "6.0988+1.2312i", + "5.6886+1.1561i", + "5.5839+1.1302i", + "5.5355+1.117i", + "5.5847+1.1219i", + "5.715+1.1454i", + "5.9289+1.1894i", + "6.2586+1.2567i", + "6.4059+1.2937i", + "6.5872+1.3311i", + "6.8304+1.3689i", + "7.0071+1.3958i", + "7.2828+1.445i", + "7.3464+1.4555i", + "7.3962+1.4718i", + "7.4884+1.4926i", + "7.4908+1.5025i", + "7.472+1.5084i", + "7.591+1.5455i", + "7.3913+1.5204i", + "7.0357+1.4531i", + "6.7087+1.39i", + "6.4233+1.3306i", + "6.1287+1.2668i", + "5.8916+1.2085i", + "5.8879+1.1931i", + "5.7865+1.1674i", + "5.738+1.1527i", + "5.7287+1.148i", + "5.7769+1.1579i", + "6.0403+1.2107i", + "6.5264+1.311i", + "6.8877+1.3865i", + "7.1337+1.4295i", + "7.3975+1.4721i", + "7.5541+1.4945i", + "7.5428+1.4941i", + "7.5951+1.5066i", + "7.6775+1.5278i", + "7.7011+1.5414i", + "7.5458+1.5168i", + "7.3662+1.4962i", + "7.2613+1.4938i", + "7.0311+1.4614i", + "6.796+1.4143i", + "6.5932+1.3719i", + "6.3388+1.3172i", + "6.1427+1.2681i", + "5.9804+1.2224i", + "5.9555+1.2075i", + "5.8736+1.1843i", + "5.8377+1.1716i", + "5.8249+1.1664i", + "5.8705+1.175i", + "6.1165+1.2246i", + "6.5094+1.309i", + "6.7486+1.363i", + "7.1317+1.4297i", + "7.3706+1.4656i", + "7.441+1.4738i", + "7.4533+1.478i", + "7.5188+1.4931i", + "7.5925+1.5111i", + "7.5563+1.5117i", + "7.3145+1.4727i", + "7.1443+1.4521i", + "7.1447+1.4707i", + "6.9299+1.4407i", + "6.756+1.405i", + "6.5859+1.3688i", + "6.3775+1.3234i", + "6.1887+1.2744i", + "6.0418+1.2324i", + "5.9371+1.2044i", + "5.8375+1.1745i", + "5.7941+1.1642i", + "5.7772+1.1584i", + "5.8264+1.1671i", + "6.0399+1.2099i", + "6.454+1.2983i", + "6.7879+1.3715i", + "7.0984+1.424i", + "7.2873+1.4499i", + "7.4611+1.4745i", + "7.4508+1.4728i", + "7.4888+1.4849i", + "7.4945+1.4887i", + "7.4621+1.4893i", + "7.1928+1.4508i", + "7.0656+1.4376i", + "7.0734+1.4575i", + "6.9053+1.438i", + "6.7284+1.4017i", + "6.5469+1.3626i", + "6.3554+1.3185i", + "6.1638+1.2689i", + "6.0109+1.2255i", + "6.1838+1.2413i", + "6.0592+1.2162i", + "5.9605+1.1972i", + "5.9436+1.1902i", + "6.0227+1.2041i", + "6.231+1.2421i", + "6.5326+1.3079i", + "6.6181+1.3415i", + "6.6884+1.358i", + "6.7946+1.371i", + "6.8846+1.3815i", + "6.9474+1.3917i", + "6.9804+1.3967i", + "7.0015+1.4055i", + "6.9673+1.4073i", + "6.9125+1.397i", + "7.0051+1.4204i", + "7.2465+1.4783i", + "7.1207+1.4632i", + "6.946+1.4273i", + "6.7723+1.3912i", + "6.6111+1.3553i", + "6.3964+1.3067i", + "6.2127+1.2592i", + "6.1334+1.2325i", + "6.1145+1.2241i", + "6.0892+1.2128i", + "6.0726+1.2055i", + "6.0623+1.2009i", + "6.073+1.2057i", + "6.1031+1.219i", + "6.1194+1.2263i", + "6.1435+1.2369i", + "6.1295+1.2308i", + "6.1219+1.2274i", + "6.115+1.2243i", + "6.1171+1.2252i", + "6.1375+1.2343i", + "6.1668+1.2473i", + "6.2091+1.2661i", + "6.2277+1.2743i", + "6.3036+1.308i", + "6.3257+1.3179i", + "6.2995+1.3062i", + "6.2704+1.2933i", + "6.2398+1.2797i", + "6.2058+1.2646i", + "6.1577+1.2433i", + "5.8236+1.1769i", + "5.7737+1.1612i", + "5.73+1.1504i", + "5.7398+1.1479i", + "5.7916+1.1549i", + "5.8703+1.1698i", + "6.0459+1.205i", + "6.1406+1.221i", + "6.2489+1.2433i", + "6.3034+1.2497i", + "6.386+1.2636i", + "6.4389+1.2754i", + "6.445+1.2814i", + "6.4641+1.2933i", + "6.467+1.3058i", + "6.4917+1.3248i", + "6.5374+1.3408i", + "6.641+1.3773i", + "6.5898+1.3755i", + "6.5037+1.3536i", + "6.4161+1.3294i", + "6.2733+1.2945i", + "6.0675+1.2445i", + "5.8991+1.1992i", + "5.746+1.1604i", + "5.5792+1.1257i", + "5.4249+1.0984i", + "5.4142+1.0942i", + "5.5032+1.1121i", + "5.7716+1.1687i", + "6.4021+1.2928i", + "6.6795+1.3576i", + "7.0052+1.4116i", + "7.4243+1.4799i", + "7.7631+1.5349i", + "7.9852+1.5759i", + "7.9564+1.5733i", + "7.9809+1.5883i", + "7.95+1.5969i", + "7.8769+1.5918i", + "8.068+1.6273i", + "8.1803+1.6584i", + "7.9175+1.6188i", + "7.5289+1.5464i", + "7.0742+1.4606i", + "6.607+1.3699i", + "6.1809+1.2822i", + "5.8904+1.2133i", + "5.9908+1.214i", + "5.9037+1.1887i", + "5.8938+1.1808i", + "5.8783+1.1749i", + "5.916+1.1813i", + "6.1969+1.2403i", + "6.6503+1.3383i", + "6.9902+1.412i", + "7.347+1.4723i", + "7.5965+1.511i", + "7.8368+1.5492i", + "7.8339+1.5489i", + "7.7466+1.5339i", + "7.7513+1.5441i", + "7.7564+1.5495i", + "7.4976+1.5114i", + "7.3595+1.4941i", + "7.3353+1.5109i", + "7.1025+1.4788i", + "6.8894+1.437i", + "6.6867+1.3941i", + "6.4617+1.345i", + "6.2437+1.2909i", + "6.0781+1.2431i", + "5.9123+1.2009i", + "5.8398+1.1797i", + "5.8211+1.1697i", + "5.7946+1.1613i", + "5.8649+1.1737i", + "6.1634+1.2352i", + "6.6816+1.3428i", + "7.1219+1.4352i", + "7.5317+1.5047i", + "7.6202+1.5179i", + "7.6679+1.5239i", + "7.6561+1.5197i", + "7.6181+1.513i", + "7.657+1.523i", + "7.604+1.5182i", + "7.538+1.5121i", + "7.4053+1.4948i", + "7.3532+1.5077i", + "7.1129+1.475i", + "6.9053+1.4364i", + "6.7029+1.3963i", + "6.4657+1.3469i", + "6.2351+1.2915i", + "6.0511+1.2395i", + "6.1141+1.2352i", + "6.0435+1.2132i", + "6.0191+1.2034i", + "6.0062+1.1983i", + "6.0564+1.2085i", + "6.3211+1.2637i", + "6.6562+1.3416i", + "6.928+1.4057i", + "7.2379+1.4575i", + "7.3567+1.4685i", + "7.3886+1.4671i", + "7.3983+1.4642i", + "7.336+1.4553i", + "7.2562+1.4462i", + "7.2288+1.4424i", + "7.1611+1.4384i", + "7.1045+1.4404i", + "7.1264+1.4686i", + "6.9839+1.4528i", + "6.8316+1.4221i", + "6.7033+1.3954i", + "6.5528+1.3607i", + "6.3893+1.317i", + "6.235+1.271i", + "6.3912+1.2821i", + "6.3508+1.266i", + "6.3232+1.2555i", + "6.3352+1.2582i", + "6.3836+1.2683i", + "6.4912+1.2928i", + "6.715+1.3547i", + "6.9141+1.4072i", + "6.9913+1.4161i", + "6.9963+1.4077i", + "6.9927+1.3996i", + "6.9935+1.3976i", + "6.9847+1.3938i", + "6.986+1.3975i", + "6.9794+1.4033i", + "6.9356+1.3984i", + "6.9493+1.415i", + "6.9729+1.4427i", + "6.8996+1.4341i", + "6.8259+1.4151i", + "6.7571+1.3964i", + "6.6805+1.3741i", + "6.5726+1.3426i", + "6.476+1.3099i", + "6.2265+1.2552i", + "6.1933+1.2404i", + "6.1681+1.2292i", + "6.1538+1.2229i", + "6.1516+1.2219i", + "6.1678+1.2291i", + "6.2037+1.2451i", + "6.2275+1.2556i", + "6.2316+1.2574i", + "6.2183+1.2515i", + "6.1943+1.2409i", + "6.1736+1.2317i", + "6.1827+1.2357i", + "6.1982+1.2426i", + "6.2032+1.2448i", + "6.226+1.2549i", + "6.2829+1.2802i", + "6.373+1.3202i", + "6.3964+1.3306i", + "6.3867+1.3263i", + "6.3639+1.3161i", + "6.3368+1.3041i", + "6.2922+1.2843i", + "6.238+1.2603i", + "6.0729+1.221i", + "6.0656+1.2178i", + "6.043+1.2077i", + "6.0289+1.2014i", + "6.0279+1.201i", + "6.0363+1.2047i", + "6.0617+1.216i", + "6.0698+1.2196i", + "6.0696+1.2195i", + "6.0579+1.2143i", + "6.0359+1.2046i", + "6.0212+1.198i", + "6.0239+1.1992i", + "6.0327+1.2031i", + "6.0586+1.2146i", + "6.0874+1.2274i", + "6.1435+1.2523i", + "6.2475+1.2985i", + "6.2778+1.3119i", + "6.2618+1.3048i", + "6.2346+1.2928i", + "6.2089+1.2813i", + "6.1579+1.2587i", + "6.0892+1.2282i", + "6.3041+1.2539i", + "6.2735+1.2433i", + "6.258+1.2367i", + "6.2495+1.2328i", + "6.2902+1.2438i", + "6.3942+1.2732i", + "6.5606+1.3211i", + "6.7141+1.3638i", + "6.8392+1.3849i", + "6.9137+1.3926i", + "6.9496+1.3933i", + "6.9378+1.3854i", + "6.929+1.3849i", + "6.9366+1.3884i", + "6.9635+1.3999i", + "6.9589+1.4058i", + "6.9527+1.4146i", + "6.9816+1.4453i", + "6.9141+1.4424i", + "6.8253+1.4217i", + "6.7477+1.4017i", + "6.6478+1.3758i", + "6.5324+1.3398i", + "6.4248+1.301i", + "6.393+1.2806i", + "6.3623+1.2674i", + "6.3484+1.2595i", + "6.3585+1.2583i", + "6.43+1.2729i", + "6.6016+1.3135i", + "6.8647+1.3781i", + "7.0941+1.4313i", + "7.2212+1.4536i", + "7.2474+1.4504i", + "7.2772+1.4543i", + "7.282+1.4558i", + "7.2823+1.4573i", + "7.2882+1.463i", + "7.2665+1.4652i", + "7.2246+1.4623i", + "7.1818+1.4647i", + "7.1968+1.4912i", + "7.1103+1.4818i", + "7.0277+1.4637i", + "6.9504+1.4432i", + "6.8451+1.4133i", + "6.7049+1.3729i", + "6.5838+1.3324i", + "6.7608+1.345i", + "6.6409+1.3145i", + "6.5833+1.2984i", + "6.5726+1.2928i", + "6.6949+1.3161i", + "6.9922+1.3747i", + "7.3327+1.4516i", + "7.2488+1.4547i", + "7.2583+1.4666i", + "7.2159+1.4624i", + "7.1698+1.4545i", + "7.0436+1.4328i", + "7.0025+1.424i", + "6.9003+1.4081i", + "6.8147+1.3932i", + "6.6982+1.3757i", + "6.9432+1.4234i", + "7.4746+1.5334i", + "7.3955+1.5245i", + "7.2336+1.4925i", + "7.1488+1.4725i", + "7.0417+1.4458i", + "6.9011+1.4066i", + "6.7548+1.3627i", + "5.9419+1.2151i", + "5.8907+1.1958i", + "5.8803+1.1896i", + "5.8952+1.1871i", + "5.9617+1.1968i", + "6.1454+1.2304i", + "6.4075+1.2814i", + "6.5237+1.3065i", + "6.736+1.3526i", + "6.9161+1.3899i", + "7.0529+1.4176i", + "7.0635+1.4214i", + "7.0341+1.4223i", + "6.9893+1.4135i", + "6.948+1.4001i", + "6.8745+1.3843i", + "6.9247+1.3958i", + "7.0339+1.4249i", + "6.859+1.3931i", + "6.6991+1.3625i", + "6.5602+1.3388i", + "6.4021+1.3109i", + "6.2134+1.2722i", + "6.0894+1.2446i", + "6.4295+1.2884i", + "6.399+1.2749i", + "6.3786+1.2658i", + "6.367+1.2607i", + "6.3699+1.2619i", + "6.3936+1.2725i", + "6.4372+1.2918i", + "6.4592+1.3016i", + "6.4752+1.3087i", + "6.4532+1.2989i", + "6.4228+1.2854i", + "6.425+1.2864i", + "6.4107+1.2801i", + "6.4161+1.2825i", + "6.446+1.2958i", + "6.4531+1.2989i", + "6.5087+1.3236i", + "6.6213+1.3735i", + "6.6496+1.3861i", + "6.6385+1.3812i", + "6.6239+1.3747i", + "6.6078+1.3676i", + "6.5522+1.3429i", + "6.4975+1.3186i", + "6.6003+1.3212i", + "6.5735+1.3093i", + "6.5493+1.2985i", + "6.5363+1.2928i", + "6.5366+1.2929i", + "6.5513+1.2994i", + "6.5806+1.3124i", + "6.5944+1.3186i", + "6.6048+1.3232i", + "6.6275+1.3333i", + "6.6524+1.3443i", + "6.636+1.337i", + "6.6406+1.3391i", + "6.6649+1.3498i", + "6.6749+1.3543i", + "6.6923+1.362i", + "6.7253+1.3767i", + "6.7981+1.409i", + "6.8124+1.4153i", + "6.7957+1.4079i", + "6.7707+1.3968i", + "6.7483+1.3869i", + "6.702+1.3663i", + "6.6405+1.339i", + "6.426+1.2901i", + "6.3874+1.273i", + "6.3709+1.2656i", + "6.3543+1.2583i", + "6.3459+1.2544i", + "6.3522+1.2569i", + "6.3822+1.2693i", + "6.4051+1.279i", + "6.4255+1.2874i", + "6.4428+1.2943i", + "6.4504+1.2973i", + "6.4527+1.2984i", + "6.4513+1.2979i", + "6.4534+1.2988i", + "6.4654+1.3043i", + "6.4897+1.3156i", + "6.5369+1.3369i", + "6.6234+1.3756i", + "6.6526+1.389i", + "6.641+1.3842i", + "6.6185+1.3746i", + "6.5831+1.3592i", + "6.5217+1.3322i", + "6.4442+1.298i", + "6.1399+1.2345i", + "6.0799+1.2194i", + "6.0518+1.2095i", + "6.0422+1.2048i", + "6.1198+1.2225i", + "6.3806+1.2777i", + "6.7858+1.3656i", + "7.1292+1.4452i", + "7.4097+1.4921i", + "7.5834+1.516i", + "7.6287+1.5151i", + "7.6506+1.5152i", + "7.6154+1.51i", + "7.5854+1.5105i", + "7.4649+1.4913i", + "7.4129+1.4913i", + "7.4089+1.5012i", + "7.4257+1.5286i", + "7.2619+1.509i", + "7.0916+1.4765i", + "6.9409+1.4444i", + "6.7349+1.4i", + "6.5104+1.3447i", + "6.3183+1.2891i", + "6.4097+1.2889i", + "6.373+1.2754i", + "6.3501+1.2646i", + "6.3546+1.2595i", + "6.4262+1.2722i", + "6.637+1.3186i", + "6.9848+1.3998i", + "7.3221+1.4794i", + "7.5358+1.5168i", + "7.5927+1.5244i", + "7.635+1.528i", + "7.6134+1.5219i", + "7.5728+1.512i", + "7.5819+1.5192i", + "7.532+1.5139i", + "7.4584+1.5054i", + "7.3838+1.4998i", + "7.365+1.5204i", + "7.2385+1.506i", + "7.1242+1.4839i", + "7.0164+1.4588i", + "6.8848+1.4256i", + "6.727+1.3793i", + "6.5724+1.3306i", + "6.0769+1.2332i", + "6.0076+1.2131i", + "5.9636+1.1984i", + "5.955+1.193i", + "6.0384+1.2094i", + "6.4015+1.28i", + "6.9269+1.3884i", + "7.4451+1.4984i", + "7.9332+1.5875i", + "8.2589+1.6486i", + "8.31+1.661i", + "8.2498+1.6515i", + "8.3942+1.6678i", + "8.3164+1.6495i", + "8.2266+1.6342i", + "7.9232+1.5835i", + "7.7822+1.5671i", + "7.651+1.5684i", + "7.372+1.5291i", + "7.1432+1.4882i", + "6.9154+1.4436i", + "6.6651+1.3908i", + "6.3995+1.3269i", + "6.1966+1.271i", + "6.3061+1.2716i", + "6.2494+1.2538i", + "6.226+1.2427i", + "6.2195+1.2381i", + "6.2585+1.246i", + "6.4743+1.2932i", + "6.7988+1.3703i", + "7.0921+1.4414i", + "7.358+1.4841i", + "7.4837+1.4943i", + "7.5542+1.4984i", + "7.5651+1.4996i", + "7.5312+1.4928i", + "7.5363+1.4994i", + "7.5048+1.4999i", + "7.3319+1.4735i", + "7.2976+1.48i", + "7.3065+1.5092i", + "7.1863+1.495i", + "7.0545+1.4703i", + "6.9296+1.4435i", + "6.7727+1.407i", + "6.596+1.3592i", + "6.4362+1.3107i", + "6.6891+1.3347i", + "6.6449+1.317i", + "6.615+1.3043i", + "6.6089+1.2996i", + "6.6387+1.3063i", + "6.725+1.3329i", + "6.8814+1.3818i", + "7.0239+1.4277i", + "7.0619+1.4308i", + "7.0427+1.4203i", + "7.0215+1.4085i", + "7.0064+1.4022i", + "7.013+1.4062i", + "7.0509+1.4242i", + "7.065+1.434i", + "7.0518+1.435i", + "7.0572+1.4445i", + "7.1093+1.4744i", + "7.0823+1.4731i", + "7.0375+1.4598i", + "6.991+1.445i", + "6.9366+1.4267i", + "6.861+1.4003i", + "6.7707+1.3658i", + "6.4077+1.2901i", + "6.3281+1.2661i", + "6.2926+1.2556i", + "6.2685+1.246i", + "6.2645+1.2438i", + "6.3175+1.2565i", + "6.4127+1.279i", + "6.4212+1.2885i", + "6.5022+1.3108i", + "6.6155+1.3354i", + "6.7413+1.3588i", + "6.7908+1.3683i", + "6.7719+1.3665i", + "6.7444+1.3632i", + "6.7434+1.3654i", + "6.7727+1.3749i", + "6.8233+1.3867i", + "7.0327+1.4433i", + "6.9831+1.4385i", + "6.8803+1.4168i", + "6.7802+1.393i", + "6.6679+1.3666i", + "6.5329+1.3322i", + "6.4235+1.2996i", + "6.2751+1.2629i", + "6.2374+1.2463i", + "6.2105+1.2343i", + "6.1922+1.226i", + "6.1861+1.223i", + "6.2016+1.228i", + "6.2298+1.2379i", + "6.2636+1.2502i", + "6.2885+1.2585i", + "6.3076+1.2653i", + "6.3163+1.2678i", + "6.3092+1.2651i", + "6.3053+1.2638i", + "6.3002+1.2617i", + "6.3294+1.2755i", + "6.3265+1.2764i", + "6.3722+1.2976i", + "6.4825+1.3472i", + "6.517+1.3643i", + "6.5023+1.3591i", + "6.4836+1.3519i", + "6.4432+1.3352i", + "6.3774+1.307i", + "6.3033+1.2747i", + "6.1237+1.2335i", + "6.0375+1.2104i", + "6.0196+1.202i", + "6.0103+1.1996i", + "6.0684+1.2118i", + "6.3161+1.2641i", + "6.7373+1.3586i", + "7.1023+1.4425i", + "7.3309+1.4813i", + "7.45+1.4948i", + "7.5425+1.5013i", + "7.5231+1.4915i", + "7.4559+1.4777i", + "7.4486+1.475i", + "7.3694+1.4659i", + "7.3246+1.4637i", + "7.3352+1.4797i", + "7.446+1.5292i", + "7.3014+1.517i", + "7.1633+1.4915i", + "7.0124+1.4603i", + "6.8007+1.4153i", + "6.5422+1.3535i", + "6.3102+1.2916i", + "6.5569+1.3145i", + "6.5325+1.3054i", + "6.5191+1.297i", + "6.558+1.3003i", + "6.6386+1.3161i", + "6.8102+1.3563i", + "7.066+1.42i", + "7.3409+1.4897i", + "7.4299+1.5039i", + "7.4465+1.5001i", + "7.4536+1.4947i", + "7.4166+1.4802i", + "7.363+1.4683i", + "7.3525+1.4654i", + "7.339+1.471i", + "7.301+1.4691i", + "7.2814+1.4763i", + "7.3533+1.5183i", + "7.273+1.5141i", + "7.1992+1.4986i", + "7.1269+1.4813i", + "7.0272+1.4535i", + "6.8903+1.4119i", + "6.7399+1.3637i", + "6.4315+1.296i", + "6.376+1.2779i", + "6.3538+1.2708i", + "6.3459+1.2653i", + "6.3953+1.2758i", + "6.5506+1.3147i", + "6.907+1.3943i", + "7.2506+1.4766i", + "7.532+1.5207i", + "7.7649+1.5529i", + "7.8725+1.5645i", + "7.8521+1.5585i", + "7.8+1.5516i", + "7.7998+1.5526i", + "7.7904+1.5568i", + "7.6463+1.5321i", + "7.5924+1.5303i", + "7.5728+1.5569i", + "7.4071+1.5374i", + "7.2411+1.5068i", + "7.0915+1.4761i", + "6.8916+1.4315i", + "6.696+1.3795i", + "6.5382+1.3303i", + "6.5528+1.3163i", + "6.4906+1.2966i", + "6.4685+1.2845i", + "6.4757+1.2828i", + "6.5414+1.2957i", + "6.6877+1.3312i", + "6.9601+1.4003i", + "7.1313+1.453i", + "7.1781+1.4609i", + "7.2314+1.4614i", + "7.2626+1.4588i", + "7.2332+1.4438i", + "7.2091+1.4359i", + "7.2046+1.4367i", + "7.2056+1.4455i", + "7.2235+1.4549i", + "7.2642+1.4735i", + "7.3553+1.5142i", + "7.2632+1.5067i", + "7.145+1.4824i", + "7.0541+1.4619i", + "6.942+1.4337i", + "6.792+1.3903i", + "6.6424+1.343i", + "6.3369+1.2765i", + "6.2947+1.2607i", + "6.2787+1.2502i", + "6.3059+1.2502i", + "6.4059+1.2695i", + "6.6215+1.3145i", + "6.9087+1.3858i", + "7.1777+1.4525i", + "7.258+1.464i", + "7.2717+1.4625i", + "7.2913+1.4599i", + "7.2966+1.4601i", + "7.296+1.4593i", + "7.2966+1.4597i", + "7.2702+1.4601i", + "7.2229+1.4557i", + "7.2114+1.4647i", + "7.241+1.4958i", + "7.1335+1.4829i", + "7.0549+1.4636i", + "6.9635+1.441i", + "6.8509+1.4135i", + "6.6897+1.3719i", + "6.5464+1.3287i", + "6.4413+1.2949i", + "6.3994+1.2766i", + "6.3667+1.262i", + "6.3602+1.2586i", + "6.3677+1.2605i", + "6.3941+1.2695i", + "6.4461+1.289i", + "6.4967+1.3085i", + "6.5309+1.322i", + "6.5231+1.3181i", + "6.517+1.3146i", + "6.4951+1.3051i", + "6.4776+1.2979i", + "6.4768+1.2977i", + "6.4785+1.2993i", + "6.5089+1.3141i", + "6.5383+1.328i", + "6.6457+1.3766i", + "6.6656+1.3874i", + "6.6441+1.3791i", + "6.6205+1.3698i", + "6.5938+1.359i", + "6.5474+1.3401i", + "6.4783+1.3108i", + "6.3298+1.2741i", + "6.2944+1.2584i", + "6.2657+1.2456i", + "6.2619+1.2439i", + "6.26+1.2431i", + "6.2715+1.2482i", + "6.2972+1.2596i", + "6.3244+1.2717i", + "6.317+1.2684i", + "6.2864+1.2548i", + "6.2679+1.2466i", + "6.2566+1.2416i", + "6.2452+1.2365i", + "6.2497+1.2385i", + "6.2682+1.2467i", + "6.2927+1.2576i", + "6.3728+1.2932i", + "6.5112+1.3546i", + "6.5671+1.3794i", + "6.5674+1.3796i", + "6.5599+1.3763i", + "6.5301+1.363i", + "6.4708+1.3367i", + "6.3939+1.3026i", + "6.5872+1.3192i", + "6.5472+1.3038i", + "6.5297+1.2953i", + "6.5329+1.2946i", + "6.5701+1.3037i", + "6.7172+1.3432i", + "6.9915+1.4164i", + "7.2878+1.4923i", + "7.5006+1.5239i", + "7.5697+1.5198i", + "7.6044+1.5108i", + "7.5359+1.4884i", + "7.4493+1.4673i", + "7.42+1.4622i", + "7.3813+1.4605i", + "7.3755+1.4712i", + "7.3754+1.4905i", + "7.4367+1.5376i", + "7.3412+1.5372i", + "7.2379+1.5184i", + "7.1409+1.4972i", + "7.0162+1.4668i", + "6.8628+1.4211i", + "6.7262+1.3745i", + "6.7621+1.3613i", + "6.7295+1.3464i", + "6.7104+1.3354i", + "6.7197+1.3333i", + "6.8072+1.3504i", + "7.0093+1.3976i", + "7.3011+1.4724i", + "7.5593+1.5402i", + "7.6544+1.5546i", + "7.677+1.5484i", + "7.7045+1.5411i", + "7.663+1.5243i", + "7.6112+1.5079i", + "7.615+1.5113i", + "7.59+1.5124i", + "7.5662+1.5156i", + "7.5493+1.5257i", + "7.5995+1.5655i", + "7.5131+1.5641i", + "7.4323+1.5486i", + "7.3404+1.5284i", + "7.2212+1.4986i", + "7.0597+1.4523i", + "6.9062+1.4025i", + "6.5728+1.3296i", + "6.493+1.3045i", + "6.464+1.2928i", + "6.4645+1.2901i", + "6.5413+1.3061i", + "6.7302+1.3507i", + "7.1837+1.451i", + "7.6177+1.5477i", + "7.9449+1.6032i", + "8.1504+1.6348i", + "8.2101+1.6375i", + "8.0838+1.608i", + "8.0456+1.594i", + "7.9917+1.5814i", + "7.9341+1.5734i", + "7.8667+1.5675i", + "7.7999+1.568i", + "7.7807+1.5949i", + "7.6142+1.5807i", + "7.4135+1.5446i", + "7.2456+1.5125i", + "7.0636+1.4718i", + "6.8788+1.4242i", + "6.7034+1.3711i", + "6.8406+1.377i", + "6.7977+1.3612i", + "6.77+1.3495i", + "6.7645+1.3455i", + "6.8045+1.3558i", + "6.9091+1.3816i", + "7.1345+1.444i", + "7.3781+1.5097i", + "7.534+1.5343i", + "7.5827+1.5284i", + "7.5517+1.5087i", + "7.4814+1.4874i", + "7.4066+1.4671i", + "7.3808+1.462i", + "7.3703+1.4642i", + "7.3647+1.4732i", + "7.3695+1.4847i", + "7.4523+1.535i", + "7.401+1.5376i", + "7.3261+1.5236i", + "7.2483+1.5061i", + "7.1526+1.481i", + "7.03+1.4448i", + "6.9109+1.4028i", + "7.0027+1.3993i", + "6.9639+1.3821i", + "6.9368+1.3701i", + "6.9244+1.3646i", + "6.9356+1.3696i", + "6.9789+1.3888i", + "7.0654+1.4272i", + "7.1558+1.4673i", + "7.1454+1.4627i", + "7.1033+1.444i", + "7.0604+1.425i", + "7.0205+1.4072i", + "7.0079+1.4017i", + "7.0138+1.4043i", + "7.0389+1.4154i", + "7.0512+1.4209i", + "7.1053+1.4449i", + "7.2093+1.4911i", + "7.2343+1.5022i", + "7.2142+1.4932i", + "7.1893+1.4822i", + "7.1637+1.4708i", + "7.1151+1.4492i", + "7.0461+1.4186i", + "6.6705+1.3411i", + "6.6275+1.322i", + "6.5994+1.3095i", + "6.5817+1.3016i", + "6.5789+1.3004i", + "6.5965+1.3082i", + "6.6362+1.3259i", + "6.6799+1.3452i", + "6.708+1.3577i", + "6.719+1.3626i", + "6.7065+1.357i", + "6.6828+1.3465i", + "6.6647+1.3385i", + "6.6512+1.3325i", + "6.663+1.3377i", + "6.6888+1.3492i", + "6.7256+1.3655i", + "6.8338+1.4136i", + "6.862+1.4261i", + "6.8487+1.4202i", + "6.8307+1.4122i", + "6.8054+1.4009i", + "6.765+1.383i", + "6.7024+1.3552i", + "6.454+1.2992i", + "6.4049+1.2796i", + "6.369+1.2655i", + "6.346+1.2568i", + "6.3523+1.2561i", + "6.3873+1.2655i", + "6.4725+1.2868i", + "6.5477+1.3095i", + "6.6002+1.3269i", + "6.6323+1.336i", + "6.6557+1.3406i", + "6.6585+1.341i", + "6.6382+1.3328i", + "6.6433+1.3343i", + "6.6408+1.3366i", + "6.649+1.3428i", + "6.6894+1.3594i", + "6.8012+1.4057i", + "6.8208+1.4183i", + "6.7819+1.41i", + "6.7445+1.3991i", + "6.696+1.3835i", + "6.6048+1.3549i", + "6.4961+1.3171i", + "6.6269+1.3231i", + "6.5495+1.3i", + "6.5337+1.2908i", + "6.5452+1.2905i", + "6.6613+1.3147i", + "6.8519+1.3563i", + "7.1418+1.4219i", + "7.3847+1.4803i", + "7.6223+1.5342i", + "7.7939+1.5693i", + "7.871+1.5831i", + "7.8228+1.5697i", + "7.6502+1.5364i", + "7.4812+1.5053i", + "7.3406+1.482i", + "7.2357+1.4666i", + "7.2315+1.4721i", + "7.3798+1.5206i", + "7.2838+1.5159i", + "7.1705+1.4929i", + "7.0822+1.4733i", + "6.9693+1.4466i", + "6.8175+1.4067i", + "6.6803+1.3633i", + "6.4449+1.3061i", + "6.35+1.2767i", + "6.2908+1.259i", + "6.3313+1.2646i", + "6.4064+1.277i", + "6.6986+1.3317i", + "6.9868+1.394i", + "6.8768+1.3917i", + "6.6897+1.3667i", + "6.6426+1.3531i", + "6.5717+1.3318i", + "6.5498+1.3265i", + "6.527+1.3172i", + "6.5159+1.3187i", + "6.4898+1.3166i", + "6.5567+1.3304i", + "6.8713+1.3905i", + "7.4023+1.5036i", + "7.311+1.4925i", + "7.1849+1.4624i", + "7.0935+1.4401i", + "6.9593+1.4128i", + "6.7492+1.3704i", + "6.5895+1.3313i", + "6.342+1.2778i", + "6.3075+1.2625i", + "6.2923+1.2557i", + "6.274+1.2476i", + "6.267+1.2445i", + "6.2801+1.2503i", + "6.3061+1.2618i", + "6.3342+1.2743i", + "6.3457+1.2795i", + "6.3248+1.2702i", + "6.3205+1.2682i", + "6.317+1.2667i", + "6.3209+1.2684i", + "6.3302+1.2725i", + "6.3469+1.28i", + "6.3413+1.2775i", + "6.3793+1.2943i", + "6.4742+1.3365i", + "6.4947+1.3456i", + "6.4877+1.3425i", + "6.481+1.3395i", + "6.4649+1.3323i", + "6.4268+1.3155i", + "6.3742+1.2921i", + "6.3137+1.2676i", + "6.2676+1.2505i", + "6.2566+1.2467i", + "6.2601+1.2455i", + "6.3312+1.2601i", + "6.4949+1.2933i", + "6.7581+1.353i", + "7.0701+1.4238i", + "7.3539+1.479i", + "7.5146+1.5074i", + "7.5797+1.5116i", + "7.5682+1.5079i", + "7.4527+1.4825i", + "7.4176+1.4763i", + "7.3454+1.4665i", + "7.2877+1.4619i", + "7.2668+1.4709i", + "7.3691+1.5155i", + "7.2737+1.5142i", + "7.131+1.4879i", + "7.0327+1.4666i", + "6.8703+1.4322i", + "6.684+1.3864i", + "6.5251+1.3386i", + "6.8357+1.3723i", + "6.7914+1.3526i", + "6.7827+1.3487i", + "6.7699+1.343i", + "6.7639+1.3404i", + "6.7894+1.3517i", + "6.8582+1.3822i", + "6.9217+1.4105i", + "6.9242+1.4116i", + "6.893+1.3977i", + "6.8496+1.3784i", + "6.8041+1.3582i", + "6.7861+1.3503i", + "6.7903+1.3521i", + "6.7868+1.3506i", + "6.8131+1.3622i", + "6.887+1.3951i", + "6.9975+1.4441i", + "7.0519+1.4682i", + "7.0444+1.4649i", + "7.0285+1.4579i", + "7.0016+1.4459i", + "6.954+1.4248i", + "6.8853+1.3943i", + "6.5029+1.3153i", + "6.4616+1.297i", + "6.4339+1.2847i", + "6.4198+1.2784i", + "6.4184+1.2777i", + "6.436+1.2856i", + "6.4771+1.3038i", + "6.5159+1.321i", + "6.5181+1.322i", + "6.4834+1.3066i", + "6.4417+1.2881i", + "6.4232+1.2799i", + "6.4018+1.2704i", + "6.3919+1.266i", + "6.3971+1.2683i", + "6.4254+1.2809i", + "6.4897+1.3094i", + "6.6134+1.3643i", + "6.6718+1.3902i", + "6.6687+1.3889i", + "6.6562+1.3833i", + "6.6344+1.3737i", + "6.5905+1.3542i", + "6.5306+1.3276i", + "6.4652+1.3019i", + "6.424+1.2836i", + "6.3975+1.2719i", + "6.3832+1.2655i", + "6.3803+1.2642i", + "6.3905+1.2687i", + "6.4197+1.2817i", + "6.4485+1.2945i", + "6.4555+1.2976i", + "6.4487+1.2946i", + "6.4373+1.2895i", + "6.4163+1.2802i", + "6.4338+1.2879i", + "6.431+1.2867i", + "6.4534+1.2967i", + "6.4782+1.3077i", + "6.5241+1.328i", + "6.632+1.376i", + "6.6714+1.3934i", + "6.6649+1.3906i", + "6.6445+1.3815i", + "6.6159+1.3688i", + "6.5616+1.3447i", + "6.4911+1.3134i", + "6.388+1.281i", + "6.3302+1.2612i", + "6.3152+1.2524i", + "6.3073+1.2486i", + "6.3722+1.2611i", + "6.5083+1.293i", + "6.7326+1.3494i", + "6.9559+1.406i", + "7.1608+1.4466i", + "7.2794+1.4652i", + "7.2985+1.4608i", + "7.2466+1.4461i", + "7.1586+1.4269i", + "7.0833+1.4109i", + "6.9971+1.3968i", + "6.9148+1.39i", + "6.9069+1.4021i", + "7.0336+1.4524i", + "6.9925+1.461i", + "6.915+1.445i", + "6.8514+1.4285i", + "6.7537+1.4028i", + "6.6171+1.3644i", + "6.4953+1.3234i", + "6.3939+1.2893i", + "6.3487+1.2712i", + "6.3247+1.2598i", + "6.3132+1.2546i", + "6.3351+1.259i", + "6.4003+1.2787i", + "6.5106+1.3136i", + "6.6131+1.3453i", + "6.6774+1.3574i", + "6.6823+1.3485i", + "6.6738+1.3405i", + "6.6479+1.3317i", + "6.5988+1.3164i", + "6.5755+1.3117i", + "6.561+1.3131i", + "6.537+1.3122i", + "6.5634+1.329i", + "6.6755+1.3768i", + "6.6959+1.3946i", + "6.643+1.3771i", + "6.5911+1.3579i", + "6.5337+1.3382i", + "6.4723+1.3182i", + "6.4267+1.3022i" + ], + [ + "2", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i", + "0+0i" + ], + [ + "3", + "9.6657+3.4596i", + "9.1037+3.2307i", + "8.6134+3.0309i", + "8.3201+2.9114i", + "8.2071+2.8654i", + "8.4262+2.9546i", + "8.8995+3.1475i", + "9.1939+3.2674i", + "8.9253+3.158i", + "8.4096+2.9479i", + "8.0001+2.781i", + "7.5646+2.6036i", + "7.157+2.4375i", + "7.0443+2.3916i", + "7.2921+2.4926i", + "7.9284+2.7518i", + "9.1634+3.255i", + "11.4626+4.1917i", + "12.9177+4.7846i", + "12.8611+4.7615i", + "12.6985+4.6953i", + "12.224+4.5019i", + "11.2715+4.1139i", + "10.119+3.6443i", + "9.05+3.1988i", + "8.5293+2.9883i", + "8.169+2.8421i", + "8.0822+2.8047i", + "8.2965+2.8868i", + "9.0032+3.1616i", + "10.0419+3.563i", + "11.1334+3.9872i", + "11.1475+3.9811i", + "10.4747+3.7018i", + "9.6851+3.3767i", + "9.114+3.1449i", + "8.6403+2.9542i", + "8.4942+2.8944i", + "8.6559+2.9653i", + "9.2202+3.2028i", + "10.4099+3.6957i", + "12.3865+4.5093i", + "13.8928+5.1327i", + "13.8545+5.1227i", + "13.7757+5.0988i", + "13.4178+4.9616i", + "12.3695+4.542i", + "11.1295+4.0425i", + "9.835+3.4986i", + "9.1506+3.2208i", + "8.7323+3.0515i", + "8.5806+2.988i", + "8.7675+3.059i", + "9.4247+3.3155i", + "10.654+3.7987i", + "11.842+4.2677i", + "11.8126+4.2444i", + "10.9687+3.8966i", + "10.1292+3.5499i", + "9.4989+3.2929i", + "9.0041+3.0926i", + "9.0316+3.1065i", + "9.3121+3.225i", + "9.6326+3.3618i", + "10.528+3.7329i", + "12.2983+4.4597i", + "13.6304+5.0117i", + "13.58+4.9961i", + "13.4741+4.9604i", + "12.9257+4.7442i", + "11.9321+4.3456i", + "10.6612+3.8321i", + "9.303+3.2554i", + "8.6823+3.0025i", + "8.2793+2.8382i", + "8.1237+2.7749i", + "8.3635+2.8726i", + "9.1046+3.1745i", + "10.6257+3.7943i", + "11.9498+4.3337i", + "12.0351+4.3685i", + "11.4708+4.1386i", + "10.7614+3.8495i", + "10.0981+3.5793i", + "9.5628+3.3612i", + "9.4058+3.2972i", + "9.4448+3.3131i", + "9.7607+3.4418i", + "10.5778+3.7747i", + "12.2049+4.4377i", + "13.3032+4.8851i", + "13.0644+4.7878i", + "12.7099+4.6434i", + "12.098+4.3941i", + "11.1626+4.013i", + "10.0054+3.5415i", + "9.1238+3.1929i", + "8.4398+2.9142i", + "8.1232+2.7852i", + "7.9274+2.7054i", + "7.8613+2.6784i", + "8.1478+2.795i", + "8.8298+3.0726i", + "9.5327+3.3588i", + "10.1266+3.6006i", + "10.8412+3.8917i", + "10.9885+3.9517i", + "10.9601+3.9401i", + "10.9207+3.924i", + "10.7562+3.857i", + "10.8734+3.9048i", + "10.9931+3.9537i", + "11.1821+4.0308i", + "12.3594+4.5106i", + "12.8395+4.7063i", + "12.5786+4.6001i", + "12.115+4.4113i", + "11.5536+4.1826i", + "10.6868+3.8295i", + "9.5897+3.3826i", + "9.328+3.3126i", + "8.6404+3.0326i", + "8.1632+2.8382i", + "7.87+2.7186i", + "7.8138+2.6949i", + "7.9658+2.7541i", + "8.1428+2.8228i", + "8.5713+2.9935i", + "8.6248+3.0109i", + "8.7931+3.0772i", + "9.137+3.2154i", + "9.188+3.2364i", + "9.2159+3.2487i", + "9.2875+3.2781i", + "9.6236+3.4161i", + "9.8887+3.5249i", + "10.578+3.8077i", + "12.1172+4.4361i", + "13.1249+4.8494i", + "12.9915+4.7976i", + "12.6303+4.6524i", + "11.8924+4.3537i", + "10.8136+3.9154i", + "9.8332+3.5171i", + "8.8726+3.1242i", + "8.1879+2.8474i", + "8.0721+2.8005i", + "7.9387+2.7466i", + "8.1452+2.8288i", + "8.2864+2.8755i", + "9.7121+3.4407i", + "11.3005+4.0716i", + "11.3197+4.0617i", + "10.9642+3.9058i", + "10.4922+3.7074i", + "9.984+3.4972i", + "9.8036+3.4275i", + "9.5358+3.3184i", + "9.785+3.4226i", + "10.0574+3.537i", + "10.7389+3.8234i", + "12.3132+4.4721i", + "13.4613+4.9514i", + "13.3662+4.9231i", + "13.0309+4.7944i", + "12.3425+4.5236i", + "11.1233+4.0334i", + "9.9009+3.5393i", + "9.1659+3.2611i", + "8.7735+3.1026i", + "8.3355+2.9246i", + "8.1016+2.8271i", + "8.2157+2.8666i", + "8.7533+3.0668i", + "9.9413+3.5231i", + "11.1649+4.0013i", + "11.0007+3.9189i", + "10.77+3.8159i", + "10.4029+3.6588i", + "10.0118+3.497i", + "9.8813+3.4458i", + "9.8416+3.4294i", + "9.812+3.4227i", + "10.1167+3.5551i", + "10.6887+3.7993i", + "12.0907+4.3779i", + "13.1374+4.817i", + "13.0144+4.7793i", + "12.7225+4.6711i", + "12.1555+4.4532i", + "11.1432+4.0508i", + "9.9214+3.5607i", + "9.2959+3.3167i", + "8.7886+3.1117i", + "8.3367+2.9277i", + "8.1381+2.8467i", + "8.3321+2.9218i", + "8.6397+3.0308i", + "9.8466+3.5i", + "11.224+4.0367i", + "10.9937+3.9191i", + "10.4268+3.6731i", + "10.0486+3.5148i", + "9.4988+3.2862i", + "9.4052+3.2526i", + "9.5161+3.298i", + "9.715+3.3833i", + "10.0839+3.5423i", + "10.4722+3.7121i", + "11.8416+4.2787i", + "13.1838+4.8396i", + "13.0494+4.7991i", + "12.7829+4.7027i", + "12.1892+4.4736i", + "11.3281+4.1317i", + "10.173+3.6666i", + "9.1023+3.2228i", + "8.5163+2.9851i", + "8.1123+2.8218i", + "7.931+2.746i", + "8.0512+2.7894i", + "8.7241+3.051i", + "10.0271+3.5607i", + "11.27+4.0483i", + "11.2102+4.012i", + "10.826+3.8535i", + "10.2026+3.5962i", + "9.6938+3.3904i", + "9.3033+3.2329i", + "9.1822+3.1843i", + "9.3697+3.2645i", + "9.7212+3.4144i", + "10.3837+3.6935i", + "11.8126+4.2833i", + "13.1494+4.8384i", + "12.9974+4.7825i", + "12.7616+4.6925i", + "12.1667+4.4595i", + "11.317+4.1192i", + "10.188+3.6637i", + "9.2479+3.2824i", + "8.6898+3.0562i", + "8.2879+2.892i", + "8.0218+2.7811i", + "8.1619+2.8327i", + "8.7429+3.0559i", + "10.014+3.5512i", + "11.1421+3.992i", + "11.1093+3.9647i", + "11.0663+3.9438i", + "10.7576+3.8139i", + "10.22+3.5945i", + "9.9032+3.4661i", + "9.6906+3.3791i", + "9.8231+3.4385i", + "9.9643+3.5037i", + "10.5492+3.7508i", + "12.0058+4.3548i", + "13.0444+4.7906i", + "12.7681+4.6853i", + "12.3772+4.5325i", + "11.8525+4.3272i", + "11.0869+4.0233i", + "10.0288+3.5973i", + "9.1036+3.2251i", + "8.589+3.0155i", + "8.0965+2.8148i", + "7.8158+2.7005i", + "7.7349+2.6675i", + "8.0218+2.7844i", + "8.6581+3.0437i", + "9.1913+3.2609i", + "9.7536+3.49i", + "9.9978+3.5895i", + "9.7721+3.4975i", + "9.3694+3.3334i", + "8.9653+3.1688i", + "8.6873+3.0555i", + "8.5817+3.0125i", + "8.647+3.0391i", + "9.396+3.3443i", + "10.9401+3.9734i", + "12.1036+4.4475i", + "11.934+4.3783i", + "11.6056+4.2445i", + "11.1601+4.063i", + "10.4263+3.764i", + "9.4885+3.382i", + "8.9092+3.1572i", + "8.3596+2.9333i", + "7.9085+2.7495i", + "7.669+2.6519i", + "7.675+2.6544i", + "7.801+2.7057i", + "8.2829+2.902i", + "8.8299+3.1249i", + "8.9707+3.1823i", + "8.6221+3.0402i", + "8.2328+2.8816i", + "7.9477+2.7654i", + "7.9266+2.7568i", + "8.3682+2.9368i", + "8.5813+3.0236i", + "9.0267+3.2051i", + "9.7436+3.4971i", + "11.4864+4.2072i", + "12.5712+4.6492i", + "12.4494+4.5996i", + "12.1297+4.4693i", + "11.4748+4.2025i", + "10.4007+3.7649i", + "9.3737+3.3465i", + "8.504+2.9963i", + "8.0131+2.8007i", + "7.6977+2.6727i", + "7.593+2.6302i", + "7.8249+2.7202i", + "8.4693+2.965i", + "9.3862+3.2989i", + "10.8908+3.876i", + "11.032+3.8958i", + "11.1143+3.9138i", + "11.137+3.9127i", + "10.9998+3.8486i", + "11.1411+3.9158i", + "11.0033+3.86i", + "10.8332+3.7951i", + "11.0671+3.9063i", + "11.493+4.093i", + "12.7003+4.5979i", + "13.8157+5.0761i", + "13.6991+5.0486i", + "13.4787+4.9738i", + "12.8569+4.7382i", + "11.6556+4.265i", + "10.1827+3.6732i", + "9.0162+3.1937i", + "8.3727+2.9334i", + "8.1667+2.8489i", + "7.8934+2.7347i", + "7.9418+2.7458i", + "8.2919+2.8692i", + "9.4722+3.3197i", + "10.9437+3.891i", + "11.1043+3.9337i", + "11.1323+3.9342i", + "10.951+3.855i", + "10.6479+3.7299i", + "10.3367+3.6027i", + "10.6867+3.7438i", + "11.0262+3.8876i", + "11.2663+3.9971i", + "11.696+4.1882i", + "12.8486+4.6712i", + "13.8097+5.0809i", + "13.6672+5.0367i", + "13.4514+4.9606i", + "12.736+4.6818i", + "11.3832+4.1399i", + "10.0235+3.5928i", + "9.3855+3.349i", + "8.6664+3.0592i", + "8.2185+2.879i", + "7.982+2.782i", + "8.0392+2.802i", + "8.2829+2.8831i", + "9.5097+3.3561i", + "10.9348+3.9109i", + "10.7886+3.8197i", + "10.372+3.6298i", + "10.1308+3.5264i", + "10.1625+3.5396i", + "10.2515+3.5814i", + "10.3928+3.6354i", + "10.6753+3.7548i", + "10.7688+3.7986i", + "11.333+4.0479i", + "12.5478+4.5538i", + "13.4665+4.9435i", + "13.4246+4.9461i", + "13.1367+4.8423i", + "12.4095+4.5599i", + "11.1745+4.0667i", + "9.871+3.5436i", + "9.3126+3.3395i", + "8.6956+3.0924i", + "8.2809+2.9241i", + "8.0303+2.8229i", + "8.1416+2.8623i", + "8.502+2.9824i", + "9.2218+3.2398i", + "10.6749+3.7964i", + "10.5906+3.7222i", + "10.5702+3.6918i", + "10.4922+3.6464i", + "10.5329+3.6685i", + "10.567+3.6903i", + "10.2626+3.5627i", + "10.6144+3.7218i", + "10.7416+3.7888i", + "11.0365+3.9242i", + "12.1594+4.399i", + "13.2104+4.8448i", + "13.0425+4.7937i", + "12.8214+4.7189i", + "12.2779+4.5159i", + "11.4343+4.1889i", + "10.0875+3.6511i", + "8.9869+3.1742i", + "8.2576+2.878i", + "7.8222+2.7009i", + "7.5909+2.6051i", + "7.6766+2.637i", + "8.2429+2.8608i", + "9.6287+3.4138i", + "11.0466+3.9807i", + "10.9834+3.9465i", + "10.5584+3.769i", + "10.3792+3.6936i", + "10.1445+3.5974i", + "9.9548+3.5202i", + "9.6145+3.3821i", + "9.3252+3.2675i", + "9.434+3.3157i", + "10.1637+3.6178i", + "11.3973+4.1258i", + "12.7163+4.6702i", + "12.4407+4.5624i", + "12.0708+4.4162i", + "11.5498+4.2088i", + "10.9358+3.9629i", + "9.9438+3.5614i", + "9.2254+3.2913i", + "8.5385+3.0114i", + "8.024+2.8018i", + "7.7509+2.6905i", + "7.7082+2.6731i", + "7.9756+2.7821i", + "8.6595+3.0607i", + "9.2741+3.3111i", + "9.3346+3.3358i", + "9.0536+3.2213i", + "8.6949+3.0751i", + "8.2975+2.9132i", + "8.0403+2.8084i", + "8.03+2.8042i", + "8.4132+2.9604i", + "8.6409+3.0531i", + "9.2609+3.3057i", + "10.5613+3.8356i", + "11.7277+4.3108i", + "11.5618+4.2432i", + "11.1712+4.084i", + "10.9028+3.9747i", + "10.168+3.6753i", + "9.2503+3.3014i", + "8.5317+3.0166i", + "7.9235+2.7688i", + "7.4962+2.5948i", + "7.2294+2.4861i", + "7.1675+2.4608i", + "7.3363+2.5296i", + "7.8051+2.7206i", + "8.2642+2.9077i", + "8.5615+3.0288i", + "8.7694+3.1135i", + "8.6224+3.0536i", + "8.366+2.9491i", + "8.2656+2.9082i", + "8.5296+3.0158i", + "8.5408+3.0203i", + "8.9872+3.2022i", + "9.369+3.3578i", + "10.73+3.9123i", + "11.952+4.4102i", + "11.7184+4.315i", + "11.5375+4.2413i", + "11.1627+4.0886i", + "10.3028+3.7382i", + "9.3247+3.3397i", + "8.6052+3.0538i", + "8.1967+2.8942i", + "7.9038+2.7797i", + "7.7227+2.7056i", + "7.9413+2.7909i", + "8.4341+2.9776i", + "9.372+3.3323i", + "10.3732+3.7301i", + "10.4313+3.7367i", + "9.8647+3.4833i", + "9.1654+3.1853i", + "8.6257+2.952i", + "8.4333+2.8774i", + "8.634+2.9624i", + "8.9163+3.0867i", + "9.3883+3.2882i", + "10.1069+3.5885i", + "11.3999+4.1027i", + "13.0141+4.7623i", + "13.0548+4.7941i", + "12.9407+4.7668i", + "12.4878+4.6033i", + "11.4664+4.2054i", + "10.3803+3.7808i", + "9.4473+3.3843i", + "8.8511+3.1412i", + "8.4765+2.988i", + "8.3255+2.9232i", + "8.4781+2.9763i", + "8.9451+3.1492i", + "10.3184+3.6813i", + "11.7906+4.2579i", + "11.3063+4.0432i", + "10.3125+3.6298i", + "9.3486+3.2321i", + "8.9222+3.0594i", + "8.9002+3.0523i", + "8.8285+3.0255i", + "9.1876+3.1777i", + "9.2061+3.1959i", + "10.0291+3.5429i", + "11.4743+4.1395i", + "13.3659+4.9214i", + "13.4119+4.9484i", + "13.169+4.8583i", + "12.6229+4.6462i", + "11.4762+4.1871i", + "10.2656+3.7014i", + "9.548+3.4118i", + "9.0161+3.1973i", + "8.6492+3.0496i", + "8.4897+2.9835i", + "8.5546+3.0052i", + "8.9276+3.1412i", + "10.3013+3.6753i", + "12.0126+4.3495i", + "11.4634+4.106i", + "10.4179+3.6738i", + "9.7592+3.3986i", + "9.0708+3.1184i", + "8.9402+3.0741i", + "8.7616+3.0014i", + "9.1056+3.1483i", + "9.0369+3.1265i", + "10.0652+3.5583i", + "11.5496+4.1696i", + "13.1849+4.8458i", + "13.1313+4.8338i", + "13.0521+4.8122i", + "12.4962+4.5968i", + "11.3314+4.1306i", + "10.1246+3.6443i", + "9.4642+3.3815i", + "8.8587+3.1375i", + "8.5077+2.9952i", + "8.3499+2.9301i", + "8.4829+2.9797i", + "9.1543+3.2354i", + "10.3825+3.714i", + "11.8887+4.3095i", + "11.2805+4.0373i", + "10.6353+3.7638i", + "9.6332+3.3497i", + "8.8813+3.0433i", + "8.8753+3.0424i", + "8.9482+3.0776i", + "9.2611+3.2146i", + "9.3822+3.2748i", + "10.216+3.6244i", + "11.6136+4.1989i", + "12.99+4.768i", + "12.8379+4.7172i", + "12.5854+4.6236i", + "12.1427+4.4539i", + "11.0856+4.0313i", + "10.1151+3.6426i", + "8.9742+3.1671i", + "8.4462+2.9524i", + "8.0341+2.7851i", + "7.8921+2.726i", + "8.055+2.7885i", + "8.7607+3.0691i", + "10.0666+3.5879i", + "11.7447+4.2606i", + "11.4726+4.1429i", + "10.6502+3.8067i", + "10.1274+3.5928i", + "9.3521+3.2773i", + "8.9294+3.1063i", + "8.8114+3.0599i", + "9.3671+3.2896i", + "9.4049+3.3093i", + "10.0485+3.577i", + "11.2976+4.0895i", + "12.8382+4.7223i", + "12.4493+4.5672i", + "12.025+4.3975i", + "11.4903+4.1849i", + "10.6773+3.8579i", + "9.6783+3.4531i", + "8.9663+3.1826i", + "8.2409+2.8871i", + "7.7791+2.6989i", + "7.5443+2.6033i", + "7.5902+2.622i", + "8.1107+2.834i", + "8.8172+3.1219i", + "9.2867+3.3132i", + "9.6439+3.4587i", + "9.1103+3.2413i", + "8.9288+3.1673i", + "8.8048+3.1169i", + "8.5857+3.0276i", + "8.532+3.0057i", + "8.6763+3.0645i", + "8.8748+3.1453i", + "9.3373+3.3338i", + "10.4857+3.8017i", + "11.875+4.3677i", + "11.6076+4.2588i", + "11.2327+4.106i", + "10.6986+3.8884i", + "9.9417+3.58i", + "9.0457+3.215i", + "8.4921+3.0102i", + "8.1087+2.854i", + "7.6587+2.6707i", + "7.4415+2.5822i", + "7.445+2.5836i", + "7.5978+2.6459i", + "8.1315+2.8633i", + "8.602+3.055i", + "8.5954+3.0523i", + "8.2632+2.917i", + "7.9203+2.7773i", + "7.5569+2.6292i", + "7.2821+2.5172i", + "7.4797+2.5977i", + "7.811+2.7327i", + "8.1936+2.8886i", + "9.0128+3.2224i", + "10.3425+3.7641i", + "12.1062+4.4827i", + "12.037+4.4545i", + "11.6513+4.2974i", + "11.022+4.041i", + "10.0072+3.6275i", + "9.1597+3.2822i", + "8.4071+2.985i", + "7.9163+2.7882i", + "7.754+2.7237i", + "7.8618+2.7682i", + "8.0348+2.8328i", + "8.3472+2.9391i", + "9.3824+3.3231i", + "10.7372+3.8526i", + "10.596+3.7629i", + "10.3377+3.6357i", + "10.0145+3.4971i", + "9.7079+3.3703i", + "9.3128+3.213i", + "9.0664+3.1093i", + "9.2371+3.1867i", + "9.4137+3.2657i", + "10.1958+3.6039i", + "11.5531+4.1707i", + "12.9597+4.7599i", + "13.0036+4.7998i", + "12.6743+4.6808i", + "12.1802+4.4968i", + "11.3878+4.189i", + "10.0684+3.6588i", + "9.0865+3.2435i", + "8.7336+3.1013i", + "8.24+2.9011i", + "8.1772+2.8763i", + "8.1032+2.8429i", + "8.3788+2.9383i", + "9.4543+3.3528i", + "10.7936+3.8813i", + "10.6724+3.8049i", + "10.2334+3.6095i", + "9.658+3.3695i", + "9.3733+3.2546i", + "9.026+3.1172i", + "9.0149+3.1135i", + "9.2018+3.1937i", + "9.714+3.4079i", + "10.2129+3.622i", + "11.3594+4.099i", + "12.904+4.7417i", + "12.8217+4.7199i", + "12.536+4.6152i", + "11.9229+4.3784i", + "10.8402+3.9473i", + "9.6166+3.4545i", + "8.6632+3.0698i", + "8.4098+2.9684i", + "7.9842+2.7953i", + "7.835+2.734i", + "7.9402+2.7723i", + "8.5249+2.9967i", + "9.6043+3.4154i", + "10.9348+3.9362i", + "10.7293+3.8315i", + "10.3852+3.682i", + "9.897+3.4764i", + "9.3565+3.2546i", + "9.1048+3.1558i", + "8.7246+3.0022i", + "8.7771+3.0288i", + "9.319+3.2597i", + "10.2283+3.6395i", + "11.3936+4.1211i", + "12.9426+4.7614i", + "12.8748+4.7461i", + "12.6073+4.647i", + "11.9252+4.3802i", + "10.7615+3.9144i", + "9.5502+3.4267i", + "8.7877+3.1133i", + "8.1656+2.8624i", + "7.787+2.709i", + "7.6476+2.6523i", + "7.7693+2.6974i", + "8.1271+2.8283i", + "9.286+3.2778i", + "10.7745+3.8641i", + "10.5573+3.7554i", + "10.3569+3.6608i", + "10.2247+3.6002i", + "9.9039+3.4668i", + "9.826+3.4405i", + "9.9448+3.488i", + "9.8907+3.4728i", + "9.7378+3.4171i", + "10.3996+3.6986i", + "11.4257+4.1241i", + "12.9962+4.7747i", + "12.9851+4.7832i", + "12.6947+4.6742i", + "12.1049+4.4443i", + "11.0081+4.0068i", + "10.0219+3.6115i", + "8.702+3.0554i", + "8.0712+2.7991i", + "7.6279+2.6195i", + "7.4235+2.5348i", + "7.5803+2.595i", + "8.0445+2.7772i", + "9.4292+3.3304i", + "10.853+3.9022i", + "10.6963+3.8304i", + "10.3285+3.6762i", + "10.1764+3.6121i", + "10.0277+3.551i", + "9.9361+3.5146i", + "9.8625+3.4857i", + "10.0644+3.5715i", + "10.3753+3.7029i", + "10.9332+3.9346i", + "11.8528+4.3136i", + "12.8576+4.7276i", + "12.5499+4.606i", + "12.1025+4.4266i", + "11.5016+4.1863i", + "10.5853+3.8172i", + "9.4452+3.3559i", + "8.5696+3.0045i", + "7.8969+2.7309i", + "7.6442+2.6282i", + "7.3743+2.5183i", + "7.315+2.494i", + "7.5629+2.5942i", + "8.1663+2.8392i", + "8.7825+3.0909i", + "9.4023+3.3426i", + "9.8235+3.5125i", + "10.3431+3.7226i", + "10.37+3.7332i", + "10.0739+3.613i", + "9.8495+3.5219i", + "9.7626+3.4865i", + "9.8818+3.5359i", + "9.8864+3.5378i", + "10.7952+3.9066i", + "12.1597+4.4619i", + "11.9765+4.3882i", + "11.5823+4.2286i", + "11.1134+4.0389i", + "10.5795+3.8224i", + "9.6051+3.4261i", + "9.1364+3.2652i", + "8.5056+3.0088i", + "8.0638+2.8287i", + "7.7716+2.7094i", + "7.628+2.649i", + "7.7293+2.6845i", + "8.0465+2.8048i", + "8.3961+2.9388i", + "8.6573+3.0349i", + "9.1903+3.2458i", + "9.295+3.2869i", + "9.4818+3.3627i", + "9.4888+3.3686i", + "9.4083+3.3353i", + "9.327+3.3051i", + "9.4753+3.3684i", + "9.5969+3.4217i", + "10.2507+3.6916i", + "11.5941+4.2429i", + "11.5176+4.2175i", + "11.7384+4.3112i", + "11.3139+4.1421i", + "10.4318+3.7862i", + "9.2542+3.3087i", + "8.8773+3.1796i", + "8.4323+3.0015i", + "8.2451+2.9317i", + "8.158+2.8952i", + "8.2939+2.9424i", + "8.7553+3.102i", + "9.5605+3.3849i", + "10.841+3.8735i", + "10.7458+3.8013i", + "10.365+3.6177i", + "10.3202+3.5856i", + "10.0763+3.4796i", + "10.2389+3.5553i", + "9.9728+3.4482i", + "9.7835+3.3842i", + "9.9755+3.4745i", + "10.4402+3.6738i", + "11.4884+4.1036i", + "13.0739+4.7514i", + "13.2925+4.8649i", + "13.2545+4.88i", + "12.8801+4.7583i", + "11.938+4.3982i", + "11.0335+4.0522i", + "9.6152+3.4448i", + "9.1175+3.2447i", + "8.8007+3.1154i", + "8.5921+3.0294i", + "8.4414+2.9608i", + "8.9353+3.1419i", + "10.16+3.6111i", + "11.3898+4.0837i", + "11.1189+3.9422i", + "10.5961+3.7123i", + "9.8333+3.3999i", + "9.5244+3.272i", + "9.5186+3.278i", + "9.2416+3.1681i", + "8.9612+3.0621i", + "9.1365+3.1423i", + "9.9463+3.4887i", + "11.4302+4.1062i", + "13.702+5.0421i", + "13.8657+5.1267i", + "13.8951+5.1526i", + "13.3469+4.9429i", + "12.316+4.5337i", + "11.0918+4.0416i", + "9.8422+3.5177i", + "9.3268+3.3104i", + "8.893+3.1329i", + "8.7777+3.0853i", + "8.9139+3.1364i", + "9.7075+3.4484i", + "11.1388+4.0082i", + "12.5511+4.5653i", + "11.8196+4.2424i", + "10.6041+3.7315i", + "9.7643+3.3879i", + "8.987+3.0746i", + "8.5408+2.8977i", + "8.4959+2.8798i", + "8.5903+2.9274i", + "8.7835+3.0113i", + "9.7162+3.4032i", + "11.2127+4.0236i", + "13.4305+4.9338i", + "13.7394+5.0704i", + "13.6742+5.054i", + "13.1896+4.8673i", + "12.0952+4.4296i", + "10.8812+3.9396i", + "9.7862+3.4788i", + "9.1424+3.2173i", + "8.7549+3.0602i", + "8.6941+3.0333i", + "8.8373+3.0866i", + "9.7195+3.4352i", + "11.1473+3.9989i", + "12.5602+4.5598i", + "11.9689+4.3064i", + "11.1895+3.9886i", + "10.1347+3.5564i", + "9.6019+3.3402i", + "9.1369+3.1522i", + "9.0375+3.1126i", + "9.0518+3.1229i", + "9.2845+3.2248i", + "9.9763+3.5146i", + "11.2444+4.037i", + "13.2838+4.8737i", + "13.4679+4.9534i", + "13.3224+4.8998i", + "12.8779+4.7265i", + "11.7605+4.2757i", + "10.5256+3.7764i", + "9.14+3.2012i", + "8.5423+2.958i", + "8.3649+2.8859i", + "8.2619+2.8435i", + "8.4752+2.9289i", + "9.2882+3.2573i", + "10.8591+3.8925i", + "12.1655+4.4208i", + "11.8194+4.2768i", + "11.3427+4.0814i", + "10.4547+3.7192i", + "9.8575+3.4762i", + "9.5745+3.3612i", + "9.6422+3.3893i", + "9.6656+3.3997i", + "9.8951+3.4949i", + "10.4181+3.71i", + "11.3918+4.1087i", + "12.9462+4.7437i", + "12.8278+4.6968i", + "12.5252+4.5748i", + "11.9441+4.3402i", + "11.03+3.9694i", + "9.9549+3.5324i", + "9.3073+3.2977i", + "9.0182+3.1799i", + "8.4845+2.9625i", + "8.1887+2.842i", + "8.212+2.8515i", + "8.4836+2.9621i", + "9.1982+3.2533i", + "9.6881+3.4529i", + "10.2091+3.6651i", + "10.1694+3.649i", + "9.9339+3.553i", + "9.4828+3.3692i", + "9.1312+3.226i", + "8.9673+3.1592i", + "8.753+3.0719i", + "8.5331+2.9823i", + "9.039+3.1884i", + "10.2926+3.6992i", + "12.0932+4.4328i", + "12.0383+4.4104i", + "11.7566+4.2956i", + "11.3364+4.1244i", + "10.7953+3.904i", + "9.8425+3.5158i", + "9.217+3.2789i", + "8.6465+3.0465i", + "8.2662+2.8916i", + "8.0159+2.7894i", + "7.9696+2.7697i", + "8.1113+2.8253i", + "8.6465+3.0401i", + "8.8655+3.1264i", + "9.1725+3.2479i", + "8.9939+3.1735i", + "8.7679+3.0814i", + "8.5711+3.0012i", + "8.5243+2.9826i", + "8.3669+2.9186i", + "8.1512+2.8321i", + "8.5346+2.9895i", + "9.1977+3.2611i", + "10.6168+3.8408i", + "12.656+4.6725i", + "12.7986+4.7326i", + "12.6318+4.666i", + "12.0797+4.4424i", + "11.1108+4.0488i", + "9.893+3.5533i", + "9.0194+3.1644i", + "8.4503+2.9331i", + "8.1864+2.8255i", + "8.1675+2.8177i", + "8.4888+2.9472i", + "9.0972+3.1897i", + "10.6624+3.8197i", + "11.9937+4.3553i", + "11.6476+4.2038i", + "10.7548+3.8356i", + "9.8756+3.4759i", + "9.2619+3.2257i", + "8.9852+3.1134i", + "8.9379+3.0962i", + "8.9909+3.1197i", + "9.338+3.2634i", + "10.0951+3.5768i", + "11.3109+4.0761i", + "13.5379+4.9868i", + "13.7918+5.0954i", + "13.4391+4.9554i", + "12.8408+4.7156i", + "11.5858+4.207i", + "10.2515+3.6655i", + "9.4109+3.3162i", + "8.8003+3.0676i", + "8.476+2.9353i", + "8.3482+2.882i", + "8.4979+2.9385i", + "9.108+3.1789i", + "10.7051+3.8162i", + "12.0833+4.3669i", + "11.5849+4.1561i", + "10.9652+3.8996i", + "10.6588+3.7732i", + "10.2369+3.6006i", + "9.9365+3.4783i", + "10.1472+3.5651i", + "10.4114+3.6756i", + "10.5462+3.7361i", + "11.0425+3.9438i", + "11.934+4.3126i", + "13.6061+4.9992i", + "13.46+4.9439i", + "13.1634+4.8278i", + "12.4918+4.559i", + "11.2441+4.0546i", + "9.853+3.4904i", + "9.558+3.4108i", + "8.9742+3.1773i", + "8.5438+3.0032i", + "8.3221+2.9131i", + "8.3772+2.9297i", + "8.8914+3.1183i", + "9.8819+3.496i", + "11.2396+4.0222i", + "11.2657+4.0011i", + "11.1322+3.9286i", + "10.6913+3.7332i", + "10.4084+3.6098i", + "10.5467+3.6713i", + "10.5116+3.6606i", + "10.6403+3.7262i", + "10.8411+3.8202i", + "11.2954+4.0227i", + "12.2221+4.4149i", + "13.5178+4.9521i", + "13.5917+5i", + "13.3378+4.9109i", + "12.7078+4.6681i", + "11.5462+4.2081i", + "10.1621+3.6518i", + "9.5913+3.4395i", + "9.0014+3.2037i", + "8.5091+3.0036i", + "8.3473+2.9379i", + "8.4156+2.9603i", + "8.7871+3.0908i", + "9.5958+3.387i", + "10.9082+3.9001i", + "10.8407+3.8351i", + "10.8039+3.7958i", + "11.0573+3.8972i", + "10.9692+3.858i", + "10.7758+3.7852i", + "10.5625+3.7037i", + "9.9968+3.4829i", + "9.6946+3.37i", + "10.1078+3.555i", + "11.207+4.0158i", + "12.506+4.5521i", + "13.0201+4.783i", + "12.8791+4.7394i", + "12.3223+4.5241i", + "11.2518+4.0977i", + "10.3679+3.7481i", + "9.103+3.2099i", + "8.5074+2.968i", + "7.9928+2.7587i", + "7.8189+2.6868i", + "7.913+2.7217i", + "8.5103+2.9574i", + "9.5791+3.3815i", + "10.6939+3.8257i", + "10.9948+3.9398i", + "10.618+3.7838i", + "10.3124+3.6579i", + "9.8637+3.475i", + "9.8964+3.4885i", + "9.7292+3.4203i", + "9.7807+3.4435i", + "9.9999+3.5382i", + "10.6002+3.7873i", + "11.6152+4.206i", + "13.0591+4.7993i", + "13.062+4.804i", + "12.5081+4.5826i", + "12.1425+4.439i", + "11.2395+4.0758i", + "10.1962+3.6541i", + "9.73+3.4828i", + "8.9227+3.1538i", + "8.3654+2.9268i", + "8.2168+2.8663i", + "8.2665+2.8865i", + "8.5528+3.0031i", + "9.2337+3.2806i", + "9.6036+3.4313i", + "9.8138+3.5169i", + "9.3098+3.3116i", + "8.9833+3.1785i", + "8.3335+2.9138i", + "8.1749+2.8492i", + "8.0323+2.7911i", + "7.8687+2.7245i", + "8.184+2.8529i", + "8.9183+3.1521i", + "9.9985+3.5922i", + "11.9398+4.3831i", + "12.1396+4.4645i", + "12.0078+4.4108i", + "11.6677+4.2723i", + "10.8372+3.9339i", + "9.8007+3.5116i", + "9.1222+3.241i", + "8.5482+3.0072i", + "8.1459+2.8433i", + "8.1586+2.8484i", + "8.0739+2.8139i", + "8.0438+2.8017i", + "8.5463+3.0064i", + "8.8168+3.1166i", + "8.9153+3.1567i", + "8.689+3.0645i", + "8.4058+2.9491i", + "8.1238+2.8343i", + "7.9308+2.7556i", + "7.9803+2.7758i", + "8.0224+2.7929i", + "8.6709+3.0572i", + "9.0268+3.2022i", + "10.2565+3.7031i", + "12.3217+4.5446i", + "12.6207+4.6664i", + "12.4147+4.5825i", + "11.9649+4.3992i", + "11.0763+4.0372i", + "10.2584+3.704i", + "9.524+3.4013i", + "8.9609+3.1739i", + "8.7901+3.1119i", + "8.6503+3.0548i", + "8.8629+3.1392i", + "9.2141+3.2723i", + "10.2805+3.6914i", + "10.9745+3.9678i", + "10.7828+3.8815i", + "9.96+3.5316i", + "9.6789+3.402i", + "8.9992+3.1156i", + "8.5722+2.9398i", + "8.3479+2.8506i", + "8.6603+2.9804i", + "8.9914+3.1181i", + "9.4362+3.2989i", + "10.6912+3.8042i", + "12.4854+4.5238i", + "13.208+4.8325i", + "13.2781+4.879i", + "12.8123+4.7061i", + "11.8277+4.3225i", + "10.6851+3.8701i", + "9.5698+3.4034i", + "9.0948+3.2099i", + "8.8373+3.105i", + "8.7193+3.0551i", + "9.0345+3.1764i", + "9.7665+3.4622i", + "11.4593+4.1327i", + "12.5419+4.5556i", + "12.0132+4.3268i", + "10.9717+3.8971i", + "9.9319+3.4693i", + "9.354+3.2334i", + "8.8265+3.0183i", + "8.4764+2.8779i", + "8.6602+2.9597i", + "8.8451+3.0427i", + "9.6516+3.3799i", + "11.2001+4.0193i", + "12.9824+4.7523i", + "13.7812+5.0838i", + "13.7227+5.0669i", + "13.2046+4.8642i", + "11.8892+4.3343i", + "10.6381+3.8297i", + "9.7808+3.4913i", + "9.4795+3.3712i", + "9.0947+3.216i", + "8.9318+3.1481i", + "9.1237+3.2204i", + "9.6083+3.4028i", + "10.834+3.8677i", + "11.927+4.2922i", + "11.3208+4.0129i", + "10.5174+3.6711i", + "10.0709+3.4824i", + "9.9243+3.4223i", + "9.797+3.3766i", + "9.7872+3.3739i", + "9.8056+3.3904i", + "9.9266+3.453i", + "10.524+3.7112i", + "11.871+4.274i", + "13.5064+4.9463i", + "14.162+5.2251i", + "14.0038+5.1737i", + "13.4591+4.9656i", + "12.1118+4.427i", + "10.9124+3.9458i", + "10.1538+3.6467i", + "9.5209+3.3908i", + "9.1211+3.2297i", + "8.9688+3.1635i", + "8.8399+3.1021i", + "9.4436+3.3279i", + "10.7402+3.8278i", + "11.9003+4.2765i", + "11.4953+4.0891i", + "10.6493+3.7351i", + "9.8958+3.4185i", + "9.6029+3.2991i", + "9.1691+3.1246i", + "9.2291+3.1527i", + "9.4517+3.2526i", + "9.9386+3.4627i", + "10.3562+3.6446i", + "11.509+4.1273i", + "13.5682+4.9781i", + "14.1325+5.2181i", + "14.0076+5.1789i", + "13.6396+5.0434i", + "12.4857+4.5835i", + "11.1777+4.0589i", + "9.807+3.4657i", + "9.1777+3.2093i", + "8.7693+3.0429i", + "8.6912+3.0111i", + "8.9854+3.1309i", + "9.8117+3.4676i", + "11.5285+4.167i", + "12.7225+4.6535i", + "12.0095+4.363i", + "11.0015+3.9524i", + "10.1699+3.6135i", + "9.5105+3.3449i", + "8.7751+3.0453i", + "8.5514+2.9541i", + "8.5001+2.9332i", + "8.7927+3.0524i", + "9.2733+3.2482i", + "10.6557+3.8115i", + "12.6398+4.6198i", + "13.0012+4.7671i", + "12.8284+4.6967i", + "12.4055+4.5244i", + "11.5762+4.1865i", + "10.5613+3.773i", + "10.0509+3.6041i", + "9.3786+3.3302i", + "9.0027+3.1771i", + "8.8061+3.097i", + "8.8394+3.1106i", + "9.2121+3.2624i", + "10.0366+3.5983i", + "10.2819+3.6983i", + "10.1492+3.6442i", + "9.7854+3.496i", + "9.2346+3.2716i", + "8.5056+2.9746i", + "8.1065+2.8119i", + "7.9109+2.7323i", + "7.8209+2.6956i", + "8.1709+2.8382i", + "8.4765+2.9627i", + "9.7838+3.4953i", + "11.9148+4.3635i", + "12.0944+4.4367i", + "11.8428+4.3342i", + "11.3935+4.1512i", + "10.6603+3.8524i", + "9.863+3.5276i", + "9.281+3.3193i", + "8.6884+3.0778i", + "8.4611+2.9852i", + "8.3374+2.9348i", + "8.2766+2.9101i", + "8.4909+2.9974i", + "9.0821+3.2382i", + "9.2216+3.2951i", + "9.1151+3.2517i", + "8.607+3.0447i", + "8.0333+2.811i", + "7.3642+2.5384i", + "7.0227+2.3992i", + "6.8401+2.3248i", + "7.1025+2.4317i", + "7.62+2.6426i", + "8.5544+3.0233i", + "10.0522+3.6335i", + "12.085+4.4617i", + "12.3771+4.5807i", + "11.8801+4.3782i", + "11.483+4.2165i", + "10.4615+3.8003i", + "9.3+3.327i", + "8.3779+2.9209i", + "8.0352+2.7827i", + "7.9398+2.7533i", + "7.8168+2.6938i", + "8.0579+2.7903i", + "8.6319+3.0186i", + "10.0192+3.5705i", + "11.3088+4.0885i", + "10.6972+3.8245i", + "10.2141+3.6189i", + "9.6813+3.3981i", + "9.4506+3.3052i", + "9.3013+3.2458i", + "9.5838+3.3598i", + "9.6227+3.3797i", + "9.8169+3.4637i", + "10.5287+3.7596i", + "11.4631+4.1465i", + "13.1498+4.8387i", + "13.3971+4.9436i", + "13.1394+4.8445i", + "12.3177+4.5152i", + "11.171+4.0521i", + "9.8761+3.5283i", + "9.4336+3.3712i", + "8.8911+3.1504i", + "8.5315+3.0039i", + "8.4137+2.9553i", + "8.5192+2.9952i", + "8.9405+3.1566i", + "10.1147+3.6167i", + "10.9388+3.9272i", + "10.4411+3.6966i", + "10.0844+3.5364i", + "9.7223+3.385i", + "9.7865+3.411i", + "9.865+3.4439i", + "9.5536+3.3165i", + "9.7204+3.3847i", + "9.9628+3.4901i", + "10.3197+3.6447i", + "11.3498+4.0771i", + "13.1569+4.8286i", + "13.3405+4.9178i", + "12.969+4.7715i", + "12.3472+4.527i", + "11.1549+4.0511i", + "10.1469+3.6477i", + "9.3295+3.3308i", + "8.8266+3.1294i", + "8.4834+2.9898i", + "8.2965+2.9148i", + "8.1379+2.8475i", + "8.6696+3.0567i", + "10.0024+3.5836i", + "11.0375+3.9829i", + "10.5406+3.7588i", + "10.0005+3.5279i", + "9.4191+3.2852i", + "9.1259+3.1634i", + "9.108+3.1553i", + "9.0327+3.1247i", + "9.2737+3.2256i", + "9.436+3.2985i", + "9.8642+3.4809i", + "10.8164+3.8793i", + "12.3864+4.5312i", + "12.9299+4.7637i", + "12.6795+4.6651i", + "12.0795+4.4282i", + "11.0902+4.0329i", + "10.1676+3.6651i", + "9.2298+3.2838i", + "8.5164+2.9944i", + "8.0944+2.823i", + "7.9218+2.7525i", + "7.9704+2.7707i", + "8.414+2.9462i", + "9.7075+3.4625i", + "10.5494+3.7955i", + "10.33+3.6928i", + "10.1539+3.6147i", + "9.7168+3.4332i", + "9.1696+3.2095i", + "8.7489+3.0392i", + "8.4668+2.9248i", + "8.437+2.9174i", + "8.6932+3.026i", + "9.4057+3.3215i", + "10.7098+3.8603i", + "12.4823+4.5856i", + "12.9669+4.7875i", + "12.636+4.6574i", + "12.129+4.4555i", + "10.9433+3.9772i", + "9.8032+3.516i", + "8.5733+2.9952i", + "7.9991+2.7612i", + "7.6306+2.6111i", + "7.3178+2.4836i", + "7.2872+2.4712i", + "8.002+2.7624i", + "9.3035+3.2927i", + "10.5382+3.7957i", + "10.7327+3.8749i", + "10.4854+3.7742i", + "9.8748+3.5254i", + "9.5681+3.4005i", + "9.5879+3.4085i", + "9.7611+3.4791i", + "9.6044+3.4153i", + "9.5637+3.3987i", + "9.9919+3.5731i", + "10.7478+3.8811i", + "12.1608+4.4568i", + "12.3943+4.5519i", + "12.0611+4.4162i", + "11.4942+4.1852i", + "10.5588+3.8041i", + "9.3674+3.3187i", + "8.7972+3.1103i", + "8.4175+2.9558i", + "7.8655+2.7308i", + "7.6968+2.6618i", + "7.6297+2.6335i", + "7.922+2.7506i", + "8.4121+2.9476i", + "8.755+3.0846i", + "9.2433+3.2819i", + "9.6617+3.4522i", + "9.6348+3.4409i", + "9.6675+3.4541i", + "9.7316+3.4801i", + "9.568+3.4135i", + "9.2652+3.2908i", + "9.0857+3.2187i", + "9.226+3.2771i", + "10.1331+3.6484i", + "11.5788+4.239i", + "11.8125+4.3348i", + "11.4037+4.1692i", + "10.9041+3.9667i", + "10.2216+3.6897i", + "9.2587+3.2982i", + "8.8326+3.1429i", + "8.4345+2.9807i", + "7.9479+2.7825i", + "7.6703+2.6694i", + "7.5073+2.6029i", + "7.6241+2.6505i", + "8.0519+2.8248i", + "8.085+2.8383i", + "8.2342+2.8991i", + "8.2647+2.9115i", + "8.2911+2.9223i", + "8.4217+2.9755i", + "8.3223+2.935i", + "8.166+2.8713i", + "8.2381+2.9007i", + "8.2201+2.8934i", + "8.9413+3.1872i", + "9.8667+3.5642i", + "11.5981+4.2697i", + "12.0618+4.4586i", + "11.7218+4.3201i", + "11.1369+4.0818i", + "10.2031+3.7013i", + "8.9239+3.1801i", + "8.2123+2.8789i", + "7.7551+2.6943i", + "7.5055+2.5925i", + "7.4161+2.556i", + "7.5855+2.6221i", + "8.1579+2.8433i", + "9.5539+3.3968i", + "10.4691+3.7557i", + "10.1651+3.6123i", + "9.7133+3.4162i", + "9.7519+3.4259i", + "9.6728+3.3943i", + "9.8073+3.4484i", + "9.6815+3.3952i", + "9.5864+3.3613i", + "9.6094+3.3768i", + "10.224+3.6384i", + "10.9325+3.9422i", + "12.6983+4.6677i", + "13.1725+4.8681i", + "12.8932+4.7608i", + "12.3129+4.533i", + "11.1954+4.0847i", + "10.1077+3.646i", + "9.3537+3.3369i", + "8.8165+3.1201i", + "8.456+2.9736i", + "8.3262+2.9205i", + "8.4201+2.9541i", + "8.6494+3.0309i", + "9.9677+3.5451i", + "10.7972+3.8611i", + "10.5579+3.7392i", + "9.9813+3.4884i", + "9.9251+3.4549i", + "9.9554+3.4654i", + "9.7627+3.3902i", + "9.9497+3.4697i", + "10.4391+3.6739i", + "10.3164+3.6323i", + "10.4181+3.6857i", + "11.5229+4.1556i", + "13.0108+4.7708i", + "13.1891+4.8543i", + "13.0199+4.7973i", + "12.4173+4.5635i", + "11.3586+4.1414i", + "10.1956+3.6744i", + "9.4819+3.3966i", + "8.9193+3.171i", + "8.4877+2.9957i", + "8.2696+2.9076i", + "8.331+2.9278i", + "8.6937+3.0581i", + "9.8212+3.4945i", + "10.8447+3.8889i", + "10.538+3.7256i", + "10.3157+3.6161i", + "10.1099+3.5239i", + "10.0943+3.5138i", + "9.9866+3.4796i", + "9.7682+3.3883i", + "9.6027+3.3264i", + "9.7058+3.3777i", + "10.2608+3.6194i", + "11.5199+4.155i", + "12.8538+4.7055i", + "13.3083+4.9021i", + "13.0256+4.7993i", + "12.5224+4.6092i", + "11.3651+4.1501i", + "10.3291+3.7349i", + "9.4606+3.3859i", + "8.8993+3.1595i", + "8.4626+2.9812i", + "8.2557+2.8977i", + "8.3543+2.9334i", + "8.711+3.0631i", + "10.0063+3.572i", + "10.8447+3.8958i", + "10.284+3.6403i", + "9.7809+3.4204i", + "9.3833+3.2546i", + "9.1619+3.1632i", + "8.9817+3.0946i", + "9.0176+3.1134i", + "9.1906+3.1894i", + "9.5365+3.3385i", + "9.989+3.5337i", + "11.0482+3.9814i", + "12.6531+4.6383i", + "13.2686+4.8972i", + "12.994+4.7948i", + "12.517+4.6111i", + "11.473+4.1947i", + "10.2908+3.7198i", + "8.9337+3.1332i", + "8.298+2.8742i", + "7.8897+2.7078i", + "7.7633+2.6563i", + "8.0262+2.7634i", + "8.7364+3.0528i", + "10.2269+3.6601i", + "11.3267+4.1081i", + "10.9663+3.9613i", + "10.2612+3.674i", + "9.7453+3.4639i", + "9.1838+3.2351i", + "8.6579+3.0208i", + "8.5137+2.9621i", + "8.6944+3.0357i", + "8.7892+3.0743i", + "9.4093+3.3269i", + "10.7056+3.8551i", + "12.4489+4.5654i", + "13.133+4.8441i", + "12.8113+4.713i", + "12.2935+4.502i", + "11.3653+4.1239i", + "10.5852+3.806i", + "9.7001+3.4625i", + "9.063+3.2029i", + "8.7164+3.0617i", + "8.5823+3.007i", + "8.5227+2.9828i", + "8.8161+3.1023i", + "9.4419+3.3573i", + "9.517+3.3879i", + "9.3934+3.3375i", + "9.2338+3.2725i", + "9.2902+3.2955i", + "9.0088+3.1808i", + "8.5854+3.0083i", + "8.2227+2.8605i", + "8.3979+2.9319i", + "8.7955+3.0939i", + "9.1429+3.2355i", + "10.1718+3.6546i", + "11.7953+4.3161i", + "12.254+4.503i", + "11.9619+4.384i", + "11.5436+4.2136i", + "10.788+3.9057i", + "9.7866+3.4977i", + "9.4783+3.3952i", + "8.8739+3.1489i", + "8.4292+2.9678i", + "8.0076+2.796i", + "8.0495+2.8131i", + "8.4616+2.981i", + "8.9784+3.1915i", + "9.0546+3.2226i", + "9.07+3.2289i", + "8.4323+2.969i", + "8.1737+2.8637i", + "8.048+2.8125i", + "7.5982+2.6292i", + "7.5017+2.5899i", + "7.6881+2.6658i", + "7.815+2.7175i", + "8.8296+3.1309i", + "10.2113+3.6939i", + "11.7445+4.3185i", + "12.466+4.6125i", + "12.1475+4.4827i", + "11.2867+4.132i", + "10.0909+3.6448i", + "9.4101+3.3674i", + "8.701+3.0783i", + "8.3277+2.9294i", + "8.3806+2.958i", + "8.5874+3.0448i", + "9.112+3.2549i", + "10.4824+3.7925i", + "12.0716+4.4118i", + "12.3575+4.5276i", + "11.8603+4.3151i", + "10.7999+3.8657i", + "10.1319+3.5704i", + "9.3745+3.2456i", + "9.0221+3.1011i", + "8.8174+3.017i", + "8.8836+3.0515i", + "9.0014+3.1025i", + "9.5866+3.3387i", + "10.775+3.8277i", + "12.1579+4.4002i", + "12.5934+4.5858i", + "12.1931+4.4416i", + "11.3803+4.1355i", + "10.3161+3.7195i", + "9.8458+3.5411i", + "9.1209+3.2473i", + "8.5764+3.0252i", + "8.2989+2.9116i", + "8.3663+2.9367i", + "8.8415+3.1245i", + "10.2076+3.6685i", + "11.8043+4.3022i", + "11.5559+4.186i", + "10.5814+3.7795i", + "9.7058+3.418i", + "9.2776+3.2404i", + "8.7047+3.0048i", + "8.4103+2.8838i", + "8.3131+2.8461i", + "8.3006+2.845i", + "8.6949+3.0127i", + "9.2593+3.2518i", + "10.5821+3.8013i", + "12.1819+4.4616i", + "13.0308+4.8108i", + "12.6721+4.6709i", + "11.6775+4.2722i", + "10.6551+3.8609i", + "9.5917+3.4314i", + "9.0613+3.2311i", + "8.445+2.9807i", + "8.2079+2.8844i", + "8.1576+2.8625i", + "8.4187+2.9645i", + "9.8546+3.5408i", + "11.5406+4.2161i", + "11.2417+4.0841i", + "10.2605+3.6778i", + "9.4939+3.3617i", + "8.7491+3.0549i", + "8.1492+2.8088i", + "7.7836+2.6588i", + "7.5972+2.5817i", + "7.7565+2.6501i", + "7.951+2.7344i", + "8.5828+2.9991i", + "10.0527+3.6059i", + "11.5796+4.2343i", + "12.6007+4.6535i", + "12.3615+4.5609i", + "11.4874+4.2095i", + "10.2972+3.7295i", + "9.3402+3.3429i", + "8.6691+3.0662i", + "8.2433+2.8936i", + "8.1292+2.8475i", + "8.2983+2.9147i", + "9.0269+3.2058i", + "10.6064+3.8374i", + "12.3029+4.5145i", + "11.9105+4.34i", + "10.5882+3.7914i", + "9.6242+3.3933i", + "9.0207+3.1445i", + "8.5349+2.9468i", + "8.1829+2.8023i", + "8.1904+2.8057i", + "8.2679+2.8408i", + "8.5877+2.9779i", + "9.1432+3.2126i", + "10.1993+3.6522i", + "11.9078+4.3565i", + "12.6978+4.6812i", + "12.3049+4.5271i", + "11.2759+4.1146i", + "10.0348+3.6151i", + "9.1582+3.262i", + "8.4489+2.9658i", + "8.0467+2.8021i", + "7.7315+2.6737i", + "7.6766+2.6511i", + "8.1585+2.8467i", + "9.6981+3.4721i", + "11.4082+4.1666i", + "11.4755+4.1919i", + "10.4916+3.7899i", + "9.6923+3.4634i", + "9.1812+3.2547i", + "8.5053+2.9791i", + "8.2484+2.8744i", + "8.1673+2.8415i", + "8.2414+2.8725i", + "8.5298+2.9912i", + "8.966+3.1702i", + "9.7951+3.5094i", + "11.0564+4.0244i", + "11.9395+4.3847i", + "11.5346+4.2205i", + "10.8723+3.9515i", + "9.8912+3.5526i", + "8.9696+3.1776i", + "8.7219+3.0965i", + "8.3272+2.9357i", + "7.9655+2.7883i", + "7.8686+2.7489i", + "8.1206+2.8515i", + "8.8987+3.1685i", + "9.6222+3.4633i", + "9.6224+3.4634i", + "9.2072+3.2942i", + "8.5447+3.0243i", + "8.0788+2.8345i", + "7.6781+2.6713i", + "7.5012+2.5992i", + "7.4159+2.5644i", + "7.7304+2.6925i", + "8.0952+2.8412i", + "8.767+3.1149i", + "9.9946+3.615i", + "11.191+4.1025i", + "11.755+4.3323i", + "11.3366+4.1618i", + "10.5992+3.8614i", + "9.5798+3.446i", + "8.7563+3.1105i", + "8.4429+2.9979i", + "8.0191+2.8252i", + "7.7311+2.7079i", + "7.6706+2.6832i", + "7.7147+2.7012i", + "8.2328+2.9123i", + "8.5397+3.0373i", + "8.4594+3.0046i", + "8.2687+2.9269i", + "7.6688+2.6825i", + "7.2142+2.4973i", + "6.9723+2.3987i", + "6.8856+2.3634i", + "6.9704+2.3979i", + "7.4398+2.5892i", + "7.9376+2.792i", + "8.9627+3.2097i", + "10.3178+3.7618i", + "11.6041+4.2859i", + "12.405+4.6122i", + "11.8497+4.3859i", + "10.7972+3.9571i", + "9.5052+3.4307i", + "8.6717+3.0911i", + "8.2081+2.8983i", + "7.9072+2.7794i", + "7.7932+2.7351i", + "7.6861+2.6898i", + "8.2007+2.8932i", + "9.5802+3.4428i", + "10.9647+3.9907i", + "10.8992+3.9563i", + "10.0836+3.6055i", + "9.566+3.3793i", + "9.1576+3.2029i", + "8.77+3.0363i", + "8.4588+2.9079i", + "8.5787+2.9526i", + "8.8161+3.0475i", + "9.2825+3.238i", + "10.0188+3.5458i", + "11.3312+4.0962i", + "12.3414+4.5209i", + "12.7622+4.6975i", + "12.1684+4.4687i", + "11.09+4.0425i", + "9.8427+3.5469i", + "9.0258+3.2239i", + "8.3796+2.9599i", + "7.9271+2.7758i", + "7.6707+2.6708i", + "7.7849+2.716i", + "8.3031+2.9203i", + "9.6734+3.4626i", + "10.9748+3.9751i", + "10.8897+3.9237i", + "10.2392+3.6452i", + "9.6152+3.3828i", + "9.1674+3.1934i", + "8.8474+3.0592i", + "8.7415+3.0144i", + "8.9389+3.0955i", + "9.3578+3.2732i", + "9.8774+3.495i", + "10.5095+3.7656i", + "11.3031+4.1009i", + "12.3133+4.5216i", + "12.7475+4.7039i", + "12.2194+4.496i", + "10.9966+4.0046i", + "9.7892+3.5202i", + "8.8776+3.1531i", + "8.6132+3.072i", + "8.1591+2.8899i", + "7.9326+2.7981i", + "8.0615+2.8504i", + "8.5508+3.0383i", + "9.9029+3.5738i", + "11.2151+4.0815i", + "11.2065+4.051i", + "10.7253+3.8251i", + "9.9514+3.4926i", + "9.2871+3.2142i", + "8.9533+3.0787i", + "9.0844+3.1412i", + "9.0994+3.14i", + "9.0426+3.1222i", + "9.0962+3.1511i", + "9.6319+3.3877i", + "10.7515+3.8676i", + "11.7772+4.3034i", + "12.5215+4.6082i", + "12.0424+4.4272i", + "11.1546+4.0794i", + "10.0268+3.6331i", + "9.1518+3.2856i", + "8.3182+2.9225i", + "7.9063+2.756i", + "7.7401+2.6888i", + "7.8427+2.7287i", + "8.5243+3.0011i", + "9.8989+3.5493i", + "11.5152+4.1924i", + "11.5113+4.179i", + "10.8546+3.9025i", + "10.045+3.5676i", + "9.9132+3.5115i", + "9.3939+3.2987i", + "8.8594+3.0804i", + "8.795+3.0552i", + "8.9331+3.1157i", + "8.8637+3.0935i", + "9.1588+3.2214i", + "10.1274+3.6255i", + "11.5645+4.2182i", + "12.5642+4.6292i", + "12.0618+4.4293i", + "11.0704+4.0315i", + "9.9417+3.5766i", + "8.8719+3.1446i", + "8.3367+2.9346i", + "7.8908+2.7549i", + "7.6419+2.6543i", + "7.7852+2.7104i", + "8.357+2.9372i", + "9.7632+3.4957i", + "11.0491+4.0017i", + "10.978+3.9588i", + "10.5072+3.7552i", + "10.3723+3.6925i", + "9.7422+3.4335i", + "9.4285+3.3038i", + "9.1349+3.1832i", + "9.2373+3.2263i", + "9.4879+3.334i", + "9.4496+3.3264i", + "9.7455+3.4576i", + "10.5414+3.7926i", + "11.6037+4.2352i", + "12.2208+4.4911i", + "11.7518+4.3062i", + "10.9422+3.9831i", + "9.8543+3.5462i", + "8.9481+3.1807i", + "8.4939+3.008i", + "8.0773+2.8382i", + "7.8347+2.7394i", + "8.028+2.8182i", + "8.3099+2.933i", + "8.6338+3.065i", + "9.2151+3.3018i", + "9.3892+3.3728i", + "9.3244+3.3464i", + "9.3989+3.3767i", + "8.9634+3.1993i", + "8.2303+2.9006i", + "7.6233+2.6533i", + "7.3641+2.5477i", + "7.4323+2.5755i", + "7.6464+2.6627i", + "8.1585+2.8713i", + "9.2565+3.3187i", + "10.6432+3.8837i", + "11.5025+4.2338i", + "11.2092+4.1143i", + "10.4846+3.819i", + "9.5015+3.4185i", + "8.5944+3.0489i", + "8.2216+2.9186i", + "7.7735+2.736i", + "7.453+2.6054i", + "7.393+2.581i", + "7.6089+2.669i", + "8.0916+2.8656i", + "8.5235+3.0416i", + "8.4908+3.0283i", + "8.2744+2.9401i", + "7.6691+2.6935i", + "7.2242+2.5122i", + "6.6822+2.2914i", + "6.4629+2.2021i", + "6.6596+2.2822i", + "7.2894+2.5388i", + "7.6237+2.675i", + "8.2365+2.9247i", + "9.6107+3.4846i", + "11.1673+4.1187i", + "12.0295+4.47i", + "11.658+4.3187i", + "10.7765+3.9595i", + "9.5921+3.477i", + "8.65+3.0931i", + "8.1899+2.897i", + "7.9123+2.7897i", + "7.8406+2.7632i", + "8.0521+2.851i", + "8.5807+3.0597i", + "9.8797+3.5729i", + "11.2415+4.1051i", + "11.0951+4.0289i", + "10.2236+3.6473i", + "9.3277+3.2606i", + "8.9168+3.0798i", + "8.6581+2.9616i", + "9.0919+3.1403i", + "9.2019+3.1812i", + "9.3054+3.2257i", + "9.6776+3.382i", + "9.8491+3.4634i", + "10.9488+3.9306i", + "12.2283+4.4721i", + "12.8215+4.7205i", + "12.2163+4.4856i", + "11.2336+4.1019i", + "9.9853+3.6073i", + "9.0432+3.2357i", + "8.2538+2.9049i", + "7.8138+2.727i", + "7.5759+2.63i", + "7.7089+2.6834i", + "8.3053+2.922i", + "9.6148+3.4467i", + "11.0579+4.0207i", + "11.1521+4.0475i", + "10.4592+3.7539i", + "9.6915+3.4335i", + "9.2473+3.2463i", + "8.7405+3.0354i", + "8.4882+2.9313i", + "8.56+2.9592i", + "8.8264+3.0701i", + "9.1094+3.1907i", + "9.8268+3.4912i", + "10.7198+3.8653i", + "12.0201+4.4065i", + "12.6541+4.6692i", + "12.0453+4.4272i", + "11.038+4.0228i", + "9.8521+3.5456i", + "8.8214+3.1286i", + "8.5031+3.0183i", + "8.0817+2.8499i", + "8.0824+2.8516i", + "8.1743+2.8878i", + "8.6578+3.0787i", + "9.7587+3.5087i", + "10.9697+3.9792i", + "10.9592+3.9516i", + "10.5468+3.759i", + "10.0915+3.5619i", + "9.8262+3.4464i", + "9.5192+3.3168i", + "9.2537+3.2084i", + "9.0183+3.1116i", + "8.8434+3.0469i", + "8.9364+3.0952i", + "9.4498+3.3189i", + "10.407+3.7263i", + "11.7344+4.286i", + "12.7314+4.6984i", + "12.1412+4.4679i", + "11.1462+4.074i", + "9.9437+3.5943i", + "8.9995+3.2158i", + "8.4938+3.0124i", + "8.1602+2.879i", + "7.9757+2.8047i", + "8.0212+2.8218i", + "8.5949+3.0498i", + "9.9637+3.5943i", + "11.1408+4.052i", + "10.9313+3.9485i", + "10.241+3.6532i", + "9.5056+3.3451i", + "9.0817+3.1648i", + "8.662+2.9919i", + "8.4294+2.8945i", + "8.3402+2.8579i", + "8.5084+2.9283i", + "9.1971+3.2147i", + "9.8765+3.5009i", + "10.4136+3.7315i", + "11.5754+4.2233i", + "12.6478+4.6687i", + "12.2183+4.5014i", + "11.2626+4.1212i", + "9.9796+3.6082i", + "9.083+3.2482i", + "8.2344+2.8854i", + "7.8283+2.7208i", + "7.6006+2.6287i", + "7.7588+2.6928i", + "8.4045+2.9532i", + "9.8561+3.5402i", + "11.1203+4.0476i", + "11.0504+4.0145i", + "10.1759+3.6523i", + "9.6087+3.4173i", + "9.1862+3.2414i", + "8.8055+3.0856i", + "8.6124+3.0083i", + "8.5033+2.9634i", + "8.6305+3.017i", + "8.9118+3.1345i", + "9.4487+3.3567i", + "10.0718+3.6146i", + "11.2184+4.0867i", + "12.1977+4.4868i", + "11.7004+4.2858i", + "10.9195+3.9714i", + "9.8205+3.5274i", + "8.8267+3.1247i", + "8.4332+2.9878i", + "7.9418+2.7876i", + "7.7044+2.6908i", + "7.6463+2.6672i", + "7.9803+2.8033i", + "8.6985+3.0959i", + "9.17+3.288i", + "9.267+3.3275i", + "8.8999+3.1779i", + "8.4281+2.9857i", + "7.7977+2.7289i", + "7.3905+2.5629i", + "7.188+2.4805i", + "7.2264+2.4961i", + "7.5911+2.6447i", + "7.9463+2.7894i", + "8.6857+3.0906i", + "9.8488+3.5645i", + "10.9156+3.9992i", + "11.78+4.3513i", + "11.4592+4.2206i", + "10.7216+3.9201i", + "9.7042+3.5056i", + "8.7665+3.1236i", + "8.3234+2.949i", + "7.9179+2.7838i", + "7.6298+2.6664i", + "7.5792+2.6458i", + "7.6916+2.6916i", + "8.1473+2.8772i", + "8.4206+2.9886i", + "8.5126+3.0261i", + "8.0581+2.8409i", + "7.5257+2.624i", + "7.1467+2.4696i", + "6.9562+2.392i", + "6.9117+2.3738i", + "7.171+2.4795i", + "7.6809+2.6872i", + "8.3088+2.9431i", + "9.3269+3.3579i", + "10.6043+3.8783i", + "11.4728+4.2321i", + "12.3783+4.6011i", + "11.7854+4.3595i", + "10.7819+3.9506i", + "9.5271+3.4394i", + "8.518+3.0283i", + "7.9299+2.7886i", + "7.6714+2.6923i", + "7.5633+2.6521i", + "7.7415+2.7257i", + "8.378+2.9804i", + "9.5647+3.4451i", + "10.5495+3.8248i", + "10.7593+3.9i", + "10.3175+3.6939i", + "9.8926+3.4934i", + "9.426+3.2837i", + "9.1333+3.1444i", + "9.2494+3.187i", + "9.3031+3.2047i", + "9.9381+3.4673i", + "10.3842+3.6564i", + "11.0207+3.9292i", + "11.5232+4.1502i", + "12.1528+4.4226i", + "12.8579+4.7156i", + "12.2383+4.4786i", + "11.3402+4.135i", + "10.2068+3.6951i", + "9.2809+3.3316i", + "8.5498+3.0302i", + "8.0663+2.8359i", + "7.8083+2.7311i", + "7.9981+2.8094i", + "8.4998+3.0049i", + "9.7226+3.4886i", + "10.8145+3.9189i", + "10.8224+3.904i", + "10.2951+3.6635i", + "9.7931+3.446i", + "9.4764+3.3119i", + "9.1787+3.1833i", + "9.0409+3.1308i", + "8.9328+3.0863i", + "9.0766+3.1489i", + "9.5889+3.3636i", + "10.2148+3.6308i", + "10.8702+3.9153i", + "11.8973+4.3478i", + "12.7324+4.6899i", + "12.3303+4.5391i", + "11.1728+4.0784i", + "9.9717+3.5983i", + "9.3061+3.3338i", + "8.4135+2.985i", + "8.1186+2.8675i", + "7.8818+2.7733i", + "7.9307+2.7906i", + "8.5117+3.019i", + "9.7541+3.5061i", + "10.574+3.8108i", + "10.6359+3.813i", + "10.4663+3.7248i", + "10.0401+3.54i", + "9.6353+3.3658i", + "9.3547+3.2499i", + "9.28+3.2175i", + "9.0525+3.1233i", + "9.0725+3.1368i", + "9.2618+3.2243i", + "9.9378+3.5124i", + "10.6924+3.8381i", + "11.7347+4.2856i", + "12.7496+4.7068i", + "12.3453+4.5509i", + "11.4225+4.1881i", + "10.1113+3.6639i", + "9.2784+3.3314i", + "8.4731+2.991i", + "8.0856+2.8352i", + "7.9205+2.7698i", + "7.952+2.7808i", + "8.5677+3.0264i", + "9.7353+3.4904i", + "10.7973+3.9045i", + "11.0638+3.9966i", + "10.9748+3.946i", + "10.6523+3.8047i", + "10.3083+3.657i", + "9.6006+3.3657i", + "9.2445+3.218i", + "9.0495+3.1368i", + "9.0954+3.1575i", + "9.579+3.3596i", + "9.9441+3.5152i", + "10.483+3.7453i", + "11.6971+4.2569i", + "12.518+4.6008i", + "12.0632+4.4243i", + "11.0781+4.0344i", + "9.8096+3.5264i", + "8.8398+3.1369i", + "8.2894+2.9327i", + "7.9935+2.8206i", + "7.8757+2.7749i", + "8.0157+2.8349i", + "8.4355+2.9898i", + "9.6784+3.48i", + "10.6444+3.8539i", + "10.716+3.8784i", + "10.6553+3.8331i", + "10.688+3.8207i", + "10.4005+3.6761i", + "10.2653+3.6171i", + "9.9531+3.5056i", + "9.5102+3.3303i", + "9.2045+3.2069i", + "9.0969+3.1699i", + "9.5238+3.3524i", + "10.0775+3.5873i", + "11.0948+4.0132i", + "11.7324+4.2662i", + "11.3415+4.1083i", + "10.7894+3.9031i", + "9.8028+3.5247i", + "9.1035+3.2572i", + "8.4179+2.9788i", + "7.9382+2.7833i", + "7.5785+2.6368i", + "7.5102+2.609i", + "7.6943+2.684i", + "8.3776+2.9624i", + "8.7468+3.1128i", + "8.9662+3.2022i", + "9.3081+3.3415i", + "8.9238+3.1849i", + "8.5225+3.0214i", + "7.9157+2.7742i", + "7.6458+2.6642i", + "7.2873+2.5181i", + "7.5213+2.6135i", + "8.061+2.8334i", + "8.8891+3.1707i", + "9.8321+3.555i", + "10.9559+4.0128i", + "11.8576+4.3802i", + "11.47+4.2223i", + "10.695+3.9065i", + "9.6348+3.4746i", + "8.7392+3.1097i", + "8.0964+2.854i", + "7.6173+2.6589i", + "7.317+2.5365i", + "7.2237+2.4985i", + "7.3435+2.5473i", + "7.7671+2.7199i", + "7.9854+2.8088i", + "8.1105+2.8598i", + "7.9029+2.7752i", + "7.9515+2.795i", + "7.326+2.5402i", + "7.2224+2.498i", + "7.332+2.5426i", + "7.3887+2.5657i", + "7.884+2.7675i", + "8.5158+3.0249i", + "9.6122+3.4716i", + "10.8345+3.9696i", + "11.7554+4.3448i", + "12.7206+4.7381i", + "12.1589+4.5092i", + "11.0338+4.0508i", + "9.7677+3.535i", + "8.6701+3.0878i", + "8.2256+2.9277i", + "8.0646+2.8803i", + "8.0007+2.866i", + "8.1055+2.9038i", + "8.7001+3.1385i", + "9.7338+3.5316i", + "10.5318+3.8282i", + "10.8305+3.942i", + "10.2011+3.6444i", + "9.9416+3.502i", + "9.3292+3.2205i", + "9.5407+3.2829i", + "9.5997+3.292i", + "9.9274+3.4192i", + "10.0843+3.4777i", + "10.4324+3.6301i", + "10.9556+3.8529i", + "11.7734+4.2131i", + "12.355+4.4783i", + "13.1356+4.8128i", + "12.4485+4.532i", + "11.4616+4.1567i", + "10.3463+3.7372i", + "9.6741+3.5016i", + "8.9368+3.2026i", + "8.4354+2.9987i", + "8.157+2.886i", + "8.1713+2.8909i", + "8.6601+3.0827i", + "9.7345+3.5069i", + "10.5384+3.8174i", + "10.3035+3.7068i", + "9.7966+3.4858i", + "9.431+3.3232i", + "8.8885+3.0907i", + "8.5982+2.9676i", + "8.5747+2.9526i", + "8.5791+2.9505i", + "8.6462+2.9782i", + "9.0715+3.1557i", + "9.6498+3.3998i", + "10.4113+3.7225i", + "11.4017+4.1475i", + "12.6503+4.6676i", + "12.3227+4.5428i", + "11.3247+4.1468i", + "9.9585+3.5994i", + "9.0124+3.2193i", + "8.2286+2.8932i", + "7.8154+2.7259i", + "7.7287+2.6917i", + "7.8422+2.7365i", + "8.5744+3.0323i", + "9.9308+3.5778i", + "10.8033+3.9226i", + "10.5741+3.8188i", + "10.0083+3.5761i", + "9.3115+3.2843i", + "8.8158+3.075i", + "8.4945+2.939i", + "8.4611+2.9216i", + "8.3991+2.8928i", + "8.5957+2.9733i", + "9.1909+3.2191i", + "9.9826+3.5482i", + "10.7627+3.874i", + "11.8683+4.3387i", + "12.9932+4.8048i", + "12.533+4.6247i", + "11.4888+4.2066i", + "10.1099+3.6503i", + "9.0927+3.2398i", + "8.9506+3.1991i", + "8.5345+3.0313i", + "8.1967+2.896i", + "8.2795+2.9283i", + "8.8309+3.1474i", + "10.1344+3.6647i", + "10.8561+3.9388i", + "10.5627+3.8021i", + "10.2986+3.6714i", + "9.7946+3.4498i", + "9.4832+3.3089i", + "9.3362+3.2395i", + "9.3749+3.247i", + "9.4619+3.2788i", + "9.099+3.1334i", + "9.0556+3.1247i", + "9.5034+3.3211i", + "10.2875+3.657i", + "11.5399+4.1927i", + "12.8153+4.7254i", + "12.4405+4.586i", + "11.4472+4.1942i", + "10.1648+3.6823i", + "9.291+3.3337i", + "8.2845+2.899i", + "7.8986+2.7427i", + "7.6769+2.6527i", + "7.8136+2.7085i", + "8.4545+2.9685i", + "9.7603+3.4959i", + "10.7837+3.9075i", + "10.773+3.8992i", + "10.0689+3.6062i", + "9.7209+3.4594i", + "9.2561+3.2662i", + "8.9454+3.1371i", + "8.8266+3.089i", + "8.8287+3.0896i", + "8.8478+3.0977i", + "9.2476+3.2629i", + "9.7323+3.4634i", + "10.5106+3.7846i", + "11.4079+4.1556i", + "12.3871+4.5574i", + "11.9674+4.3882i", + "11.1384+4.0545i", + "10.0505+3.6146i", + "8.9564+3.1712i", + "8.5702+3.0375i", + "8.0602+2.8298i", + "7.7554+2.7056i", + "7.6993+2.6827i", + "7.9178+2.7717i", + "8.496+3.0073i", + "8.8087+3.1347i", + "8.8708+3.16i", + "8.5931+3.0469i", + "8.2103+2.8909i", + "7.8627+2.7493i", + "7.6656+2.669i", + "7.6988+2.6825i", + "7.8568+2.7469i", + "8.1414+2.8628i", + "8.532+3.022i", + "9.3037+3.3364i", + "10.2764+3.7327i", + "11.0717+4.0567i", + "11.9627+4.4197i", + "11.6051+4.274i", + "10.7482+3.9249i", + "9.6663+3.4841i", + "8.6677+3.0773i", + "8.2308+2.9188i", + "7.7573+2.7259i", + "7.4467+2.5993i", + "7.3305+2.552i", + "7.433+2.5937i", + "7.7995+2.7431i", + "7.7478+2.722i", + "7.7792+2.7348i", + "7.6474+2.6811i", + "7.3113+2.5441i", + "7.0958+2.4564i", + "6.9756+2.4074i", + "7.0203+2.4256i", + "7.2016+2.4995i", + "7.6197+2.6698i", + "8.3169+2.9539i", + "9.3818+3.3877i", + "10.2474+3.7404i", + "11.1689+4.1158i", + "12.3005+4.5769i", + "11.8715+4.4021i", + "10.8525+3.9869i", + "9.6224+3.4858i", + "8.6802+3.1019i", + "8.0228+2.8294i", + "7.8317+2.7593i", + "7.784+2.746i", + "7.9594+2.8196i", + "8.6456+3.0961i", + "9.8105+3.5529i", + "10.5981+3.8601i", + "10.8384+3.9432i", + "10.5061+3.7878i", + "9.7659+3.4638i", + "9.2402+3.2358i", + "8.8218+3.0446i", + "8.7325+3.0033i", + "8.9113+3.0705i", + "9.1315+3.155i", + "9.5219+3.3162i", + "10.1476+3.5754i", + "10.8045+3.8508i", + "11.503+4.147i", + "12.4915+4.5668i", + "12.1353+4.4388i", + "11.239+4.0987i", + "10.155+3.6793i", + "9.2763+3.3354i", + "8.8183+3.1529i", + "8.3896+2.9798i", + "8.1793+2.8951i", + "8.2222+2.9098i", + "8.7308+3.1085i", + "9.8152+3.5313i", + "10.6521+3.8471i", + "10.7648+3.8665i", + "10.5212+3.7478i", + "10.294+3.6416i", + "10.0601+3.5351i", + "9.632+3.3545i", + "9.0965+3.132i", + "9.0121+3.0952i", + "8.9271+3.0663i", + "9.1172+3.1528i", + "9.4252+3.2923i", + "10.3189+3.6749i", + "11.6463+4.2398i", + "12.8219+4.7314i", + "12.4949+4.6077i", + "11.569+4.2437i", + "10.303+3.7386i", + "9.4073+3.3804i", + "8.6835+3.0687i", + "8.3039+2.9158i", + "8.0685+2.8203i", + "8.0916+2.8287i", + "8.7299+3.0858i", + "9.9708+3.5793i", + "10.765+3.8865i", + "10.4857+3.7565i", + "10.091+3.5811i", + "9.3566+3.2727i", + "8.8879+3.0738i", + "8.6698+2.9812i", + "8.9617+3.0983i", + "9.1735+3.183i", + "9.468+3.306i", + "9.956+3.5113i", + "10.5672+3.7687i", + "11.2163+4.0461i", + "12.2637+4.4884i", + "13.3002+4.9179i", + "12.8008+4.7193i", + "11.8327+4.3351i", + "10.6376+3.8557i", + "9.5997+3.4375i", + "8.9182+3.1648i", + "8.4663+2.9811i", + "8.2518+2.8956i", + "8.2773+2.9056i", + "8.8585+3.1392i", + "10.1137+3.6414i", + "10.8462+3.9265i", + "10.8094+3.8977i", + "10.5875+3.7938i", + "9.9964+3.5445i", + "9.8781+3.4894i", + "9.8326+3.4674i", + "9.8004+3.4517i", + "9.7811+3.4424i", + "9.7969+3.4501i", + "9.8577+3.4795i", + "9.959+3.5287i", + "10.0841+3.5894i", + "10.2738+3.6814i", + "10.3772+3.7315i", + "10.4476+3.7657i", + "10.5437+3.8123i", + "10.6353+3.8568i", + "10.6905+3.8835i", + "9.954+3.5263i", + "9.966+3.5321i", + "9.9718+3.5349i", + "9.9843+3.541i", + "9.982+3.5398i", + "9.9689+3.5335i", + "9.9394+3.5192i", + "9.9274+3.5133i", + "9.8992+3.4997i", + "9.8552+3.4783i", + "9.9743+3.5245i", + "9.8455+3.4706i", + "10.09+3.5697i", + "10.2402+3.6311i", + "10.5168+3.7443i", + "10.928+3.9123i", + "11.3242+4.0751i", + "11.8568+4.2935i", + "12.2919+4.4725i", + "12.8414+4.6967i", + "12.2546+4.4568i", + "11.2502+4.05i", + "9.9978+3.5422i", + "8.8611+3.0811i", + "9.0667+3.2266i", + "8.4613+2.9799i", + "8.0789+2.8241i", + "7.9409+2.7679i", + "8.1126+2.8378i", + "8.5501+3.0161i", + "8.9519+3.1798i", + "9.5617+3.4282i", + "9.591+3.4402i", + "9.3993+3.3621i", + "8.9361+3.1733i", + "8.6443+3.0545i", + "8.1711+2.8617i", + "8.0042+2.7936i", + "8.0308+2.8045i", + "8.3322+2.9273i", + "8.7567+3.1003i", + "9.844+3.5432i", + "10.7789+3.9242i", + "11.7693+4.3277i", + "11.482+4.2106i", + "10.8212+3.9414i", + "9.9353+3.5804i", + "9.0754+3.2301i", + "8.7979+3.1507i", + "8.243+2.9247i", + "7.9259+2.7955i", + "8.0243+2.8356i", + "8.1889+2.9026i", + "8.5023+3.0303i", + "8.4105+2.9929i", + "8.4686+3.0166i", + "8.1977+2.9062i", + "7.6932+2.7007i", + "7.336+2.5551i", + "6.9623+2.4029i", + "6.6208+2.2637i", + "6.5539+2.2365i", + "6.851+2.3575i", + "7.3902+2.5772i", + "8.1137+2.872i", + "9.1832+3.3077i", + "10.296+3.7611i", + "11.6324+4.3056i", + "11.5524+4.273i", + "10.7271+3.9367i", + "9.7709+3.5472i", + "8.9688+3.2204i", + "7.9563+2.7794i", + "7.626+2.6465i", + "7.1882+2.4691i", + "7.4239+2.5656i", + "8.1354+2.8544i", + "9.3594+3.3458i", + "10.0935+3.636i", + "10.1753+3.6598i", + "9.5753+3.4008i", + "9.0746+3.1844i", + "8.672+3.0117i", + "8.7022+3.0173i", + "8.7225+3.0201i", + "8.9685+3.1138i", + "9.2971+3.2445i", + "9.8413+3.4672i", + "10.8087+3.868i", + "11.783+4.2769i", + "12.5879+4.619i", + "13.5573+5.0231i", + "13.1064+4.8481i", + "11.8808+4.3587i", + "10.4933+3.8008i", + "9.4356+3.3755i", + "8.5758+3.0193i", + "8.1184+2.835i", + "7.8833+2.7398i", + "7.8433+2.7207i", + "8.3421+2.9139i", + "9.3806+3.3186i", + "9.9823+3.5394i", + "9.7983+3.4411i", + "9.3781+3.2487i", + "9.2789+3.1959i", + "9.5084+3.2815i", + "9.6124+3.3193i", + "9.884+3.4258i", + "10.3976+3.6339i", + "10.8074+3.8068i", + "11.6875+4.1758i", + "12.562+4.5496i", + "13.3584+4.8907i", + "13.9868+5.1673i", + "14.5907+5.4228i", + "13.987+5.1828i", + "12.6575+4.6529i", + "11.1667+4.0555i", + "9.9121+3.5503i", + "9.0922+3.2224i", + "8.558+3.0073i", + "8.2896+2.9004i", + "8.2967+2.9019i", + "8.7791+3.0899i", + "9.7292+3.4563i", + "10.1615+3.5978i", + "9.9523+3.4787i", + "9.8997+3.4308i", + "9.8965+3.4166i", + "9.8073+3.3646i", + "9.8488+3.3791i", + "10.1418+3.4924i", + "10.7288+3.7261i", + "11.4233+4.0122i", + "12.4851+4.4587i", + "13.2273+4.7789i", + "14.0691+5.1457i", + "14.6923+5.4277i", + "15.0651+5.5935i", + "14.5032+5.3766i", + "13.0752+4.8112i", + "11.429+4.1533i", + "10.1969+3.6614i", + "9.469+3.3754i", + "8.8827+3.1393i", + "8.6522+3.0498i", + "8.5815+3.0194i", + "8.9944+3.1781i", + "9.9445+3.5433i", + "10.4293+3.7066i", + "10.2566+3.6017i", + "10.1311+3.5208i", + "10.1063+3.4955i", + "10.0778+3.4718i", + "10.237+3.5283i", + "10.4619+3.6104i", + "10.6474+3.6821i", + "11.3481+3.9734i", + "12.1427+4.3072i", + "13.1291+4.7288i", + "13.9795+5.0999i", + "14.4236+5.3114i", + "14.78+5.4753i", + "14.1602+5.2346i", + "12.8869+4.733i", + "11.3127+4.1052i", + "10.1932+3.6618i", + "9.1361+3.2203i", + "8.5457+2.9808i", + "8.2029+2.8431i", + "8.2133+2.8462i", + "8.6899+3.0355i", + "9.7194+3.4436i", + "10.3156+3.6707i", + "10.3629+3.6728i", + "10.2918+3.6263i", + "9.902+3.4586i", + "9.7372+3.3834i", + "9.8471+3.4241i", + "10.2831+3.6002i", + "10.7689+3.7958i", + "11.3489+4.0353i", + "11.9296+4.2804i", + "12.3583+4.464i", + "13.0272+4.7493i", + "13.3292+4.8869i", + "13.8682+5.116i", + "13.377+4.9225i", + "12.2379+4.4666i", + "10.9354+3.9439i", + "9.6451+3.4234i", + "9.025+3.1896i", + "8.3812+2.9274i", + "7.9883+2.7673i", + "7.8182+2.698i", + "7.9854+2.766i", + "8.4305+2.947i", + "8.725+3.0666i", + "9.4575+3.3645i", + "9.6159+3.4287i", + "9.5138+3.3868i", + "9.2302+3.271i", + "8.9131+3.1417i", + "8.8408+3.1122i", + "9.0409+3.1936i", + "9.265+3.285i", + "9.976+3.5749i", + "10.446+3.7667i", + "11.2042+4.0759i", + "11.7237+4.288i", + "12.4126+4.569i", + "12.0589+4.425i", + "11.2368+4.0903i", + "9.9844+3.5802i", + "8.9505+3.1592i", + "8.7591+3.1186i", + "8.3181+2.9419i", + "7.9102+2.7785i", + "7.744+2.7105i", + "7.822+2.7408i", + "8.0695+2.8379i", + "8.2745+2.9163i", + "8.2987+2.9217i", + "8.1865+2.8686i", + "7.9021+2.7478i", + "7.7272+2.672i", + "7.5466+2.5946i", + "7.839+2.711i", + "8.6879+3.0569i", + "8.6757+3.0531i", + "8.8344+3.1185i", + "9.6601+3.4557i", + "10.9492+3.9839i", + "11.7761+4.3256i", + "12.6039+4.6664i", + "12.3468+4.5654i", + "11.4188+4.1919i", + "10.2365+3.7166i", + "9.2661+3.3268i", + "8.5746+3.0482i", + "8.2255+2.9108i", + "7.9948+2.8181i", + "8.0835+2.8568i", + "8.8669+3.1731i", + "9.817+3.5438i", + "10.5636+3.8255i", + "10.6825+3.8519i", + "10.1895+3.6163i", + "9.5848+3.3416i", + "9.5467+3.3119i", + "9.7233+3.3777i", + "9.4909+3.2827i", + "9.589+3.3172i", + "9.5592+3.3059i", + "9.6896+3.3651i", + "10.322+3.6379i", + "11.1087+3.9838i", + "11.8887+4.3212i", + "12.8983+4.7483i", + "12.7383+4.6957i", + "11.6476+4.2705i", + "10.3788+3.7691i", + "9.5586+3.444i", + "8.9127+3.1884i", + "8.4854+3.0159i", + "8.2805+2.9333i", + "8.3219+2.9476i", + "8.8704+3.1621i", + "9.9142+3.5677i", + "10.7611+3.8897i", + "10.765+3.8661i", + "10.4766+3.7233i", + "10.2328+3.607i", + "9.9475+3.4799i", + "9.6497+3.3514i", + "9.4072+3.2476i", + "9.2916+3.1977i", + "9.3153+3.2103i", + "9.5189+3.3022i", + "9.8466+3.4525i", + "10.8398+3.8782i", + "11.7925+4.2904i", + "12.9096+4.7586i", + "12.6676+4.669i", + "11.6476+4.267i", + "10.4443+3.7876i", + "9.4577+3.3925i", + "8.7411+3.0932i", + "8.2516+2.8966i", + "8.1225+2.8461i", + "8.2656+2.904i", + "8.8081+3.1206i", + "9.7982+3.5088i", + "10.5767+3.8073i", + "10.633+3.812i", + "10.3162+3.6659i", + "9.7256+3.4165i", + "9.1556+3.1752i", + "8.826+3.0354i", + "8.8341+3.0351i", + "9.0096+3.1048i", + "9.1491+3.1657i", + "9.6134+3.3665i", + "10.3553+3.6827i", + "11.38+4.1161i", + "12.2995+4.5047i", + "13.3523+4.9416i", + "13.1514+4.8647i", + "12.0234+4.4149i", + "10.7865+3.9193i", + "9.553+3.4217i", + "9.2422+3.2902i", + "8.7432+3.0891i", + "8.3398+2.927i", + "8.2038+2.8698i", + "8.8644+3.1331i", + "9.6312+3.4307i", + "10.3874+3.7173i", + "10.1342+3.596i", + "10.0902+3.561i", + "9.5394+3.327i", + "9.1567+3.1626i", + "9.014+3.1037i", + "9.1631+3.1625i", + "9.3598+3.2413i", + "9.7077+3.387i", + "10.0923+3.5529i", + "11.1962+4.0166i", + "11.8194+4.2858i", + "12.704+4.6623i", + "13.6663+5.0615i", + "13.2235+4.8874i", + "12.1435+4.4569i", + "10.7645+3.9031i", + "9.7155+3.4826i", + "8.9585+3.1574i", + "8.4878+2.9664i", + "8.2658+2.8778i", + "8.1229+2.8184i", + "8.5515+2.9881i", + "9.5773+3.3953i", + "10.3282+3.6869i", + "10.3891+3.6975i", + "10.2868+3.6437i", + "10.0084+3.5238i", + "9.704+3.3957i", + "9.4187+3.2785i", + "9.4815+3.3042i", + "9.7929+3.4321i", + "10.1686+3.5893i", + "10.8112+3.857i", + "11.4053+4.1082i", + "12.1261+4.41i", + "12.5211+4.5806i", + "13.1341+4.8351i", + "12.853+4.7238i", + "11.9232+4.3515i", + "10.7486+3.8798i", + "9.947+3.5586i", + "9.1684+3.2548i", + "8.6092+3.027i", + "8.2263+2.871i", + "8.127+2.8305i", + "8.3342+2.9149i", + "8.7021+3.0648i", + "8.8195+3.1127i", + "9.0382+3.2018i", + "8.9639+3.1715i", + "8.4216+2.9506i", + "8.2046+2.8621i", + "8.1616+2.8446i", + "8.2498+2.8806i", + "8.4671+2.9691i", + "8.9288+3.1572i", + "9.6019+3.4314i", + "10.3179+3.7232i", + "11.265+4.109i", + "11.7338+4.3i", + "12.3954+4.5696i", + "12.1322+4.4624i", + "11.2206+4.0909i", + "10.2896+3.7116i", + "9.1246+3.237i", + "8.8228+3.1509i", + "8.2843+2.9315i", + "7.9147+2.7809i", + "7.7893+2.7298i", + "7.8007+2.7345i", + "8.0042+2.8174i", + "8.0119+2.8205i", + "8.1013+2.8569i", + "7.8891+2.7705i", + "7.3939+2.5687i", + "7.095+2.4469i", + "6.8923+2.3644i", + "6.8544+2.3489i", + "7.0498+2.4285i", + "7.5999+2.6527i", + "8.1695+2.8847i", + "9.3953+3.3841i", + "10.3983+3.7928i", + "11.234+4.1333i", + "12.3142+4.5734i", + "12.0578+4.4689i", + "11.1739+4.1088i", + "9.8949+3.5877i", + "8.9789+3.2145i", + "8.5963+3.0556i", + "8.3087+2.9423i", + "8.1462+2.8771i", + "8.09+2.8556i", + "8.6941+3.0984i", + "9.583+3.4451i", + "10.5804+3.8304i", + "10.8826+3.9285i", + "10.6626+3.8104i", + "10.3867+3.6745i", + "9.9834+3.4952i", + "9.6503+3.3493i", + "9.5478+3.3075i", + "9.3417+3.2151i", + "9.2983+3.1938i", + "9.4519+3.2646i", + "10.0976+3.5425i", + "10.9501+3.9148i", + "11.8788+4.3165i", + "13.0466+4.8067i", + "12.7046+4.6732i", + "11.7648+4.3139i", + "10.5343+3.8267i", + "9.6244+3.4658i", + "9.1005+3.2509i", + "8.6596+3.0725i", + "8.4304+2.9797i", + "8.2617+2.9089i", + "8.7312+3.09i", + "9.7881+3.5021i", + "10.6515+3.8258i", + "10.8657+3.8867i", + "10.4812+3.7087i", + "10.1471+3.562i", + "9.9637+3.4794i", + "9.5103+3.2917i", + "9.6051+3.332i", + "9.6213+3.3352i", + "9.7498+3.3912i", + "9.984+3.4965i", + "10.4559+3.7039i", + "11.1679+4.0102i", + "12.1268+4.4229i", + "13.1634+4.8563i", + "12.9457+4.7754i", + "11.8876+4.3558i", + "10.5888+3.8367i", + "9.6084+3.4442i", + "9.4949+3.4135i", + "8.9802+3.2066i", + "8.5717+3.0437i", + "8.3779+2.961i", + "8.8467+3.1414i", + "9.6813+3.4546i", + "10.5469+3.7707i", + "10.6749+3.7878i", + "10.4937+3.686i", + "10.263+3.5791i", + "9.9255+3.4293i", + "9.7867+3.3699i", + "9.9033+3.4199i", + "10.1129+3.5031i", + "10.3902+3.6256i", + "10.4157+3.655i", + "10.9595+3.8957i", + "11.4173+4.1043i", + "12.5629+4.5974i", + "13.4137+4.9537i", + "13.1558+4.8557i", + "12.1434+4.4594i", + "10.9335+3.9816i", + "9.8678+3.5577i", + "9.5075+3.4173i", + "8.9888+3.2081i", + "8.5592+3.0358i", + "8.5657+3.036i", + "9.0435+3.2192i", + "10.0239+3.5971i", + "10.8244+3.8909i", + "10.7607+3.8311i", + "10.7439+3.7973i", + "10.8077+3.8066i", + "10.49+3.6662i", + "10.2054+3.5451i", + "10.1627+3.5234i", + "10.0591+3.4785i", + "10.1975+3.5404i", + "10.4276+3.6448i", + "10.9205+3.8645i", + "11.5675+4.1502i", + "12.1177+4.4038i", + "13.0008+4.7764i", + "12.8157+4.7097i", + "11.8489+4.3334i", + "10.6901+3.8784i", + "9.8906+3.5618i", + "8.8635+3.1316i", + "8.3267+2.9127i", + "8.1679+2.8493i", + "8.2178+2.8691i", + "8.7462+3.0797i", + "9.8582+3.5223i", + "10.7422+3.8662i", + "10.9406+3.9315i", + "10.8192+3.8655i", + "10.5936+3.7643i", + "10.1829+3.5893i", + "9.8861+3.4647i", + "9.6714+3.3741i", + "9.7994+3.4243i", + "9.9498+3.4869i", + "10.3594+3.661i", + "10.7583+3.8348i", + "11.2358+4.0431i", + "11.7023+4.2482i", + "12.4384+4.5573i", + "12.3753+4.5378i", + "11.5896+4.2261i", + "10.4399+3.7658i", + "9.6311+3.442i", + "8.8031+3.1082i", + "8.2042+2.8642i", + "7.8739+2.7297i", + "7.7795+2.6912i", + "7.9254+2.7506i", + "8.2675+2.89i", + "8.9241+3.1575i", + "9.1733+3.2591i", + "9.2229+3.2793i", + "9.0816+3.2217i", + "8.8922+3.1445i", + "8.6194+3.0334i", + "8.6569+3.0487i", + "8.7132+3.0716i", + "8.9021+3.1486i", + "9.3336+3.3244i", + "10.0085+3.5993i", + "10.7068+3.8838i", + "11.3732+4.1554i", + "12.1501+4.4719i", + "12.118+4.4588i", + "11.3111+4.1301i", + "10.1701+3.6652i", + "9.2303+3.2823i", + "8.9266+3.1676i", + "8.4046+2.955i", + "8.0297+2.8022i", + "7.8849+2.7432i", + "7.9886+2.7854i", + "8.0411+2.8068i", + "8.1266+2.8417i", + "8.1778+2.8625i", + "8.1366+2.8457i", + "7.8854+2.7434i", + "7.6165+2.6339i", + "7.6116+2.6318i", + "7.7792+2.7001i", + "8.1362+2.8456i", + "8.7473+3.0945i", + "9.4884+3.3965i", + "10.5233+3.8182i", + "11.5049+4.2181i", + "11.7893+4.334i", + "12.6227+4.6735i", + "12.5091+4.6272i", + "11.4496+4.1955i", + "10.2591+3.7105i", + "9.5302+3.4136i", + "8.6954+3.0727i", + "8.3725+2.9453i", + "8.1365+2.8509i", + "8.2692+2.9067i", + "8.7604+3.1026i", + "9.6313+3.4441i", + "10.5349+3.7948i", + "10.6577+3.8228i", + "10.7179+3.818i", + "10.4351+3.6822i", + "10.0078+3.4949i", + "9.622+3.3272i", + "9.4734+3.2614i", + "9.5611+3.2898i", + "9.9102+3.4362i", + "10.2378+3.5785i", + "11.2595+4.0121i", + "11.9142+4.3045i", + "12.737+4.6593i", + "13.4639+4.9667i", + "13.2172+4.8694i", + "12.0793+4.4246i", + "10.9779+3.9866i", + "10.0445+3.616i", + "9.5569+3.4317i", + "8.9805+3.2003i", + "8.6838+3.0831i", + "8.3218+2.931i", + "8.7472+3.0924i", + "9.5858+3.4082i", + "10.4809+3.755i", + "10.7617+3.8542i", + "10.6953+3.8173i", + "10.1104+3.5624i", + "9.8025+3.4157i", + "9.7229+3.3693i", + "9.8076+3.4055i", + "10.0909+3.5133i", + "10.5285+3.6925i", + "10.9739+3.8764i", + "11.5953+4.1358i", + "11.7559+4.21i", + "12.3997+4.4986i", + "13.1281+4.8088i", + "12.9565+4.7429i", + "11.9127+4.337i", + "10.6753+3.8567i", + "9.7112+3.4778i", + "9.3158+3.343i", + "8.8754+3.1651i", + "8.6142+3.0582i", + "8.6096+3.0531i", + "9.0809+3.2364i", + "9.8583+3.5319i", + "10.7475+3.8644i", + "11.0298+3.9498i", + "10.8411+3.8497i", + "10.8429+3.8348i", + "10.6669+3.749i", + "10.5351+3.6895i", + "10.0711+3.4968i", + "10.0916+3.4995i", + "10.0805+3.4962i", + "10.2598+3.5807i", + "10.8848+3.8518i", + "11.3426+4.058i", + "11.9531+4.3317i", + "12.7706+4.6801i", + "12.5836+4.6165i", + "11.6429+4.2449i", + "10.5357+3.808i", + "9.5223+3.4054i", + "9.0527+3.2296i", + "8.6186+3.0573i", + "8.435+2.983i", + "8.4257+2.981i", + "9.0063+3.214i", + "9.9292+3.5733i", + "10.8884+3.9527i", + "10.7545+3.8728i", + "10.4307+3.7122i", + "10.4463+3.7017i", + "10.3998+3.6835i", + "9.9186+3.4807i", + "9.8276+3.4476i", + "9.2983+3.2299i", + "8.9133+3.0761i", + "9.0617+3.1405i", + "9.6586+3.3906i", + "10.2557+3.6499i", + "11.0104+3.9732i", + "11.9069+4.3459i", + "11.95+4.3652i", + "11.1375+4.0538i", + "10.1958+3.6823i", + "9.6174+3.4558i", + "8.6313+3.0271i", + "8.3094+2.8965i", + "8.0844+2.8052i", + "8.1562+2.8348i", + "8.3527+2.9148i", + "9.2265+3.2693i", + "10.2298+3.6773i", + "10.2541+3.6862i", + "10.2708+3.6913i", + "10.3832+3.7346i", + "9.8878+3.5309i", + "9.6085+3.4162i", + "9.3803+3.324i", + "9.1859+3.2463i", + "9.0216+3.1797i", + "9.3166+3.3006i", + "9.8693+3.5264i", + "10.5646+3.8103i", + "10.6875+3.8613i", + "11.6122+4.2381i", + "11.7849+4.3078i", + "10.9458+3.9669i", + "9.7853+3.4956i", + "8.7142+3.0604i", + "8.5143+3.0114i", + "8.2006+2.8854i", + "7.9321+2.7776i", + "7.8599+2.7486i", + "7.8772+2.7543i", + "7.9891+2.7965i", + "8.1059+2.8412i", + "8.5216+3.0063i", + "8.9043+3.1567i", + "9.0473+3.2095i", + "9.0366+3.1985i", + "9.1777+3.2531i", + "9.3992+3.3422i", + "9.6356+3.4386i", + "9.5465+3.4037i", + "9.7102+3.4722i", + "9.8808+3.5442i", + "10.2127+3.6835i", + "10.6742+3.8771i", + "11.3776+4.1663i", + "11.3115+4.1387i", + "10.5126+3.817i", + "9.4581+3.3925i", + "8.557+3.0291i", + "8.2994+2.9524i", + "8.1129+2.8795i", + "7.8709+2.7838i", + "7.7446+2.7334i", + "7.8659+2.7818i", + "8.0755+2.8619i", + "8.2395+2.9218i", + "8.5899+3.0581i", + "8.983+3.2087i", + "8.8435+3.1447i", + "8.6554+3.0628i", + "8.4536+2.9746i", + "8.2347+2.8821i", + "8.0725+2.8156i", + "7.8841+2.7413i", + "8.2697+2.9002i", + "8.668+3.0647i", + "9.1846+3.2787i", + "9.9783+3.6078i", + "11.2395+4.1263i", + "11.2326+4.1275i", + "10.3985+3.7949i", + "9.369+3.3829i", + "8.8344+3.1717i", + "8.0986+2.8532i", + "7.8449+2.752i", + "7.6515+2.6741i", + "7.8443+2.7533i", + "8.3379+2.9532i", + "9.2301+3.3044i", + "10.1639+3.674i", + "9.9484+3.5689i", + "9.8656+3.5134i", + "9.5641+3.3772i", + "9.3954+3.3016i", + "9.1234+3.1872i", + "8.9378+3.1127i", + "8.7495+3.036i", + "8.741+3.0351i", + "9.1845+3.2203i", + "9.8274+3.4919i", + "10.0978+3.618i", + "10.9703+3.986i", + "12.1107+4.4568i", + "12.1663+4.4802i", + "11.2413+4.1164i", + "9.9887+3.6144i", + "9.2579+3.3233i", + "8.7154+3.1121i", + "8.4178+2.9929i", + "8.1693+2.8921i", + "8.2008+2.9051i", + "8.7104+3.1087i", + "9.5509+3.4357i", + "10.3355+3.738i", + "10.1129+3.6255i", + "9.8549+3.4959i", + "9.833+3.4716i", + "9.7438+3.4253i", + "9.3046+3.24i", + "9.1011+3.1558i", + "8.7383+3.0063i", + "8.9735+3.1022i", + "9.1951+3.1967i", + "9.6226+3.3829i", + "10.269+3.6655i", + "11.1721+4.0511i", + "12.1819+4.4729i", + "12.3072+4.5305i", + "11.3369+4.151i", + "10.178+3.691i", + "9.1252+3.2691i", + "8.6176+3.0582i", + "8.2246+2.8995i", + "8.0501+2.8299i", + "8.0032+2.8103i", + "8.6196+3.0571i", + "9.5211+3.4145i", + "10.519+3.8083i", + "10.3492+3.7237i", + "10.0679+3.593i", + "9.6739+3.4241i", + "9.338+3.2784i", + "8.981+3.1275i", + "9.1005+3.1729i", + "9.0118+3.133i", + "9.1926+3.2066i", + "9.5187+3.3443i", + "9.5931+3.3834i", + "10.1797+3.6329i", + "11.0771+4.0147i", + "12.0407+4.4162i", + "12.3154+4.5377i", + "11.3448+4.1502i", + "10.0658+3.6364i", + "8.848+3.1454i", + "8.6984+3.0985i", + "8.333+2.9524i", + "8.1265+2.8709i", + "8.2064+2.903i", + "8.7877+3.1326i", + "9.6582+3.4688i", + "10.5972+3.8263i", + "10.6236+3.813i", + "10.4336+3.711i", + "10.414+3.6881i", + "10.2071+3.5914i", + "9.8669+3.4472i", + "9.6921+3.3714i", + "9.6816+3.3641i", + "9.6995+3.3744i", + "9.5048+3.3034i", + "9.9621+3.505i", + "10.3793+3.6944i", + "11.1517+4.0349i", + "12.0826+4.4279i", + "12.2476+4.5062i", + "11.4122+4.1779i", + "10.1852+3.6892i", + "9.3751+3.3678i", + "8.4752+2.9805i", + "8.0403+2.8041i", + "7.7397+2.6827i", + "7.8009+2.7074i", + "8.3585+2.9326i", + "9.215+3.2767i", + "9.9518+3.5697i", + "9.9036+3.5435i", + "9.6604+3.438i", + "9.6665+3.4368i", + "9.4838+3.3592i", + "9.28+3.2745i", + "9.0517+3.1814i", + "9.1851+3.2351i", + "9.3549+3.3055i", + "9.2205+3.2532i", + "9.8697+3.522i", + "10.6271+3.8362i", + "11.2964+4.1156i", + "11.9075+4.3681i", + "12.0348+4.4225i", + "11.1281+4.0561i", + "9.8613+3.5435i", + "8.9082+3.1577i", + "8.5406+3.0351i", + "7.9758+2.805i", + "7.7173+2.6997i", + "7.5696+2.6395i", + "7.8447+2.7516i", + "7.8711+2.7623i", + "7.976+2.8051i", + "8.4129+2.9831i", + "8.5973+3.0582i", + "8.5146+3.0245i", + "8.5481+3.0382i", + "8.0736+2.8449i", + "7.7733+2.7225i", + "7.6903+2.6887i", + "7.8784+2.7653i", + "8.2896+2.9329i", + "9.0659+3.2491i", + "9.5377+3.4414i", + "10.3311+3.7646i", + "11.0958+4.0762i", + "11.3525+4.1807i", + "10.5688+3.8615i", + "9.6116+3.4715i", + "8.6634+3.0851i", + "8.1798+2.9028i", + "7.7038+2.7089i", + "7.4438+2.603i", + "7.3136+2.5499i", + "7.3962+2.5836i", + "7.434+2.599i", + "7.4998+2.6258i", + "7.9053+2.791i", + "8.3359+2.9664i", + "8.6888+3.1102i", + "8.4039+2.9941i", + "8.0497+2.8498i", + "7.9257+2.7993i", + "7.8537+2.77i", + "7.8918+2.7855i", + "8.2185+2.9186i", + "8.5138+3.0389i", + "9.196+3.3169i", + "9.7996+3.5628i", + "10.5208+3.8566i", + "10.7098+3.9336i", + "10.1351+3.6995i", + "9.1495+3.2979i", + "8.2961+2.9502i", + "8.0904+2.8769i", + "7.6143+2.6842i", + "7.3797+2.5896i", + "7.4375+2.6135i", + "7.6714+2.7087i", + "7.7736+2.7496i", + "7.876+2.7911i", + "7.816+2.7646i", + "7.8356+2.7689i", + "7.6721+2.698i", + "7.7774+2.7365i", + "7.4267+2.5894i", + "7.5515+2.6376i", + "7.5991+2.6551i", + "7.4577+2.5963i", + "7.8443+2.7533i", + "8.6144+3.067i", + "9.548+3.4482i", + "10.2067+3.7188i", + "11.0592+4.0692i", + "11.5696+4.2806i", + "10.5733+3.878i", + "9.4171+3.4106i", + "8.4637+3.0252i", + "7.7474+2.7216i", + "7.6572+2.6859i", + "7.5675+2.6501i", + "7.7473+2.7207i", + "8.1759+2.8878i", + "9.0079+3.2134i", + "9.8944+3.5587i", + "9.9818+3.5773i", + "9.6061+3.407i", + "9.4578+3.3362i", + "9.1934+3.2177i", + "8.852+3.072i", + "8.8412+3.0615i", + "8.9159+3.0885i", + "9.1851+3.1987i", + "9.271+3.2375i", + "9.9612+3.528i", + "10.7228+3.8509i", + "11.6427+4.2472i", + "12.4416+4.5849i", + "12.737+4.7165i", + "11.7179+4.3109i", + "10.361+3.7678i", + "9.4354+3.3973i", + "8.7173+3.0985i", + "8.2866+2.9258i", + "7.937+2.7848i", + "7.9815+2.8011i", + "8.5864+3.0393i", + "9.3165+3.321i", + "10.0643+3.6051i", + "9.8035+3.4785i", + "9.3773+3.2854i", + "9.4304+3.295i", + "9.2424+3.2038i", + "9.1824+3.173i", + "9.3155+3.2234i", + "9.4828+3.2872i", + "9.7731+3.406i", + "10.5461+3.7264i", + "11.0012+3.9225i", + "11.8994+4.3055i", + "12.6283+4.6275i", + "13.049+4.8119i", + "13.259+4.9093i", + "12.1337+4.462i", + "10.6525+3.8691i", + "9.6021+3.4498i", + "8.9475+3.1765i", + "8.3124+2.9198i", + "8.0195+2.802i", + "8.0779+2.8243i", + "8.6284+3.0383i", + "9.2588+3.2793i", + "10.0388+3.5782i", + "10.0409+3.5595i", + "9.878+3.4773i", + "9.5359+3.3273i", + "9.2574+3.2025i", + "9.2203+3.1825i", + "9.3236+3.2215i", + "9.5112+3.2974i", + "9.9589+3.4823i", + "10.6199+3.7597i", + "11.4567+4.1114i", + "12.1396+4.4037i", + "12.7982+4.6944i", + "13.2358+4.8852i", + "13.4115+4.9688i", + "12.4315+4.5801i", + "10.9967+4.0052i", + "9.8883+3.5607i", + "8.7669+3.0751i", + "8.2129+2.8513i", + "7.9825+2.7583i", + "8.0862+2.7994i", + "8.5265+2.9737i", + "9.3484+3.3001i", + "10.2742+3.667i", + "10.4456+3.7263i", + "10.3064+3.6603i", + "10.2887+3.6464i", + "9.837+3.4572i", + "9.6317+3.3712i", + "9.5965+3.3551i", + "10.0223+3.5271i", + "10.2373+3.6161i", + "10.8118+3.8528i", + "11.5857+4.1741i", + "12.2591+4.4569i", + "12.6305+4.6202i", + "12.8596+4.7199i", + "12.9585+4.7665i", + "12.0574+4.4052i", + "10.8498+3.9194i", + "9.6773+3.4458i", + "9.1102+3.2256i", + "8.3605+2.9204i", + "8.0024+2.7749i", + "7.9553+2.7558i", + "8.043+2.7903i", + "8.1908+2.8487i", + "8.4088+2.9348i", + "8.7462+3.0699i", + "8.9709+3.1596i", + "9.4096+3.337i", + "9.4611+3.3566i", + "9.4338+3.3448i", + "9.4087+3.3341i", + "9.5155+3.3774i", + "9.6132+3.4176i", + "10.1897+3.653i", + "10.6492+3.8415i", + "11.3035+4.1101i", + "11.7677+4.302i", + "12.188+4.4747i", + "12.3624+4.5471i", + "11.415+4.1625i", + "10.1918+3.6655i", + "9.2954+3.3013i", + "8.8945+3.1609i", + "8.3526+2.9421i", + "7.9964+2.7979i", + "7.8484+2.7381i", + "7.8702+2.745i", + "7.713+2.678i", + "7.7216+2.6788i", + "8.1643+2.8544i", + "8.6497+3.0447i", + "8.7444+3.0783i", + "8.7267+3.066i", + "8.7021+3.0525i", + "8.7243+3.0594i", + "8.8051+3.0922i", + "9.2038+3.2544i", + "9.6661+3.4438i", + "10.2135+3.6679i", + "11.2208+4.0806i", + "11.8637+4.3473i", + "12.3447+4.5465i", + "12.5715+4.6426i", + "11.6252+4.262i", + "10.2941+3.7268i", + "9.3421+3.3443i", + "8.2237+2.8625i", + "7.8666+2.7208i", + "7.6886+2.6497i", + "7.8193+2.7045i", + "8.3905+2.9356i", + "9.2339+3.2689i", + "10.3721+3.7205i", + "10.6101+3.7999i", + "10.818+3.8614i", + "10.5703+3.7377i", + "10.3013+3.6155i", + "10.1314+3.5338i", + "10.104+3.5159i", + "10.151+3.5247i", + "10.5334+3.6748i", + "11.3138+3.9938i", + "12.1718+4.3538i", + "13.1069+4.7551i", + "13.716+5.024i", + "14.0599+5.1845i", + "14.1499+5.2332i", + "12.9468+4.7551i", + "11.4136+4.1431i", + "10.1897+3.6529i", + "8.9866+3.1349i", + "8.3607+2.8818i", + "8.1065+2.7797i", + "8.0251+2.7452i", + "8.5492+2.9501i", + "9.2447+3.2183i", + "10.1754+3.5794i", + "10.4304+3.6626i", + "10.5089+3.6768i", + "10.6959+3.7392i", + "10.8658+3.7963i", + "10.7435+3.7387i", + "10.8854+3.7924i", + "11.6165+4.0853i", + "12.4464+4.424i", + "13.2465+4.7547i", + "13.9757+5.0618i", + "14.8457+5.4311i", + "15.5494+5.7427i", + "15.6608+5.8006i", + "15.5019+5.7471i", + "14.1413+5.2033i", + "12.306+4.4667i", + "10.8502+3.8808i", + "10.1888+3.6413i", + "9.5147+3.3716i", + "9.1432+3.2249i", + "8.9376+3.1365i", + "9.3343+3.2833i", + "9.8745+3.4779i", + "10.5924+3.7329i", + "10.8283+3.7913i", + "10.5448+3.6412i", + "10.629+3.6544i", + "10.6145+3.6281i", + "10.7838+3.6816i", + "11.543+3.9838i", + "12.2944+4.2853i", + "13.0695+4.6056i", + "13.8861+4.9495i", + "14.8249+5.3488i", + "15.4501+5.6309i", + "15.8788+5.8476i", + "15.7261+5.8089i", + "15.6495+5.8006i", + "14.4039+5.3149i", + "12.6727+4.6294i", + "11.4208+4.1321i", + "10.6987+3.8663i", + "9.8432+3.5209i", + "9.4221+3.3527i", + "9.2425+3.278i", + "9.5557+3.3957i", + "10.0481+3.5725i", + "10.7+3.809i", + "10.7818+3.8162i", + "10.4904+3.6741i", + "10.0258+3.4666i", + "10.3393+3.5797i", + "10.1763+3.5025i", + "10.4757+3.6186i", + "10.9229+3.7966i", + "11.3716+3.9792i", + "12.0485+4.2629i", + "12.5793+4.495i", + "13.2673+4.796i", + "13.7546+5.0257i", + "13.8618+5.0868i", + "13.9527+5.1408i", + "12.9213+4.7365i", + "11.5094+4.1773i", + "10.2856+3.6899i", + "9.4014+3.33i", + "8.8564+3.1109i", + "8.4288+2.9382i", + "8.4767+2.9569i", + "8.9393+3.1385i", + "9.4885+3.3494i", + "10.1883+3.6192i", + "10.5874+3.767i", + "10.6411+3.7751i", + "10.3942+3.6669i", + "10.4171+3.668i", + "10.0011+3.4933i", + "10.0437+3.5091i", + "10.2969+3.6112i", + "10.6342+3.7505i", + "11.1937+3.9817i", + "11.7118+4.2022i", + "12.0295+4.3432i", + "12.7779+4.6648i", + "12.963+4.7488i", + "13.2103+4.8581i", + "12.4481+4.5563i", + "11.1331+4.0293i", + "10.047+3.5926i", + "9.0148+3.1559i", + "8.3557+2.8875i", + "8.178+2.8152i", + "8.0112+2.7472i", + "8.2593+2.8478i", + "8.2866+2.858i", + "8.8744+3.0964i", + "9.21+3.2321i", + "9.2725+3.2567i", + "9.1289+3.1975i", + "9.029+3.1562i", + "9.0778+3.1756i", + "9.3948+3.3047i", + "9.8683+3.4976i", + "10.3842+3.708i", + "11.4478+4.1416i", + "11.8764+4.3167i", + "12.9408+4.751i", + "13.5271+4.9911i", + "13.4064+4.9427i", + "13.5943+5.0198i", + "12.6327+4.6286i", + "11.2395+4.0617i", + "9.9843+3.5508i", + "8.8393+3.0678i", + "8.1423+2.7845i", + "7.6775+2.5957i", + "7.4375+2.4978i", + "7.4296+2.494i", + "7.43+2.4922i", + "7.5417+2.5356i", + "7.7897+2.6296i", + "7.8304+2.6388i", + "7.9978+2.7005i", + "8.4902+2.8963i", + "9.2423+3.1986i", + "10.1581+3.5694i", + "10.9545+3.8911i", + "11.8618+4.2601i", + "13.3751+4.8773i", + "14.8167+5.4672i", + "16.0909+5.993i", + "16.5754+6.1982i", + "16.1276+6.0201i", + "15.8576+5.914i", + "14.438+5.3388i", + "12.4816+4.545i", + "10.8552+3.8849i", + "9.5219+3.3208i", + "8.9055+3.0803i", + "8.5271+2.9318i", + "8.5726+2.9547i", + "9.0955+3.1635i", + "9.5826+3.3423i", + "10.4494+3.6725i", + "10.9535+3.838i", + "10.9985+3.8026i", + "11.1374+3.8045i", + "11.6723+3.9799i", + "12.3506+4.222i", + "13.632+4.7279i", + "14.9509+5.2523i", + "16.3253+5.8028i", + "17.4927+6.2853i", + "18.3099+6.6365i", + "19.0382+6.975i", + "19.1972+7.0832i", + "18.742+6.9335i", + "18.2562+6.7686i", + "16.6666+6.1576i", + "14.5117+5.3123i", + "12.772+4.624i", + "11.3407+4.0372i", + "10.2046+3.5768i", + "9.5471+3.3099i", + "9.2717+3.1943i", + "9.4901+3.2651i", + "9.541+3.2434i", + "10.1146+3.4316i", + "10.5351+3.5576i", + "10.8837+3.6598i", + "11.6797+3.9558i", + "12.778+4.3754i", + "14.0202+4.864i", + "15.2765+5.3643i", + "16.7892+5.9676i", + "17.8296+6.3983i", + "18.7269+6.7778i", + "19.5783+7.1494i", + "19.7735+7.2671i", + "19.8129+7.339i", + "19.2885+7.1602i", + "18.6215+6.9143i", + "16.8269+6.2076i", + "14.7497+5.3883i", + "12.9461+4.6717i", + "12.2419+4.4353i", + "11.3455+4.0757i", + "10.6993+3.8158i", + "10.4205+3.6999i", + "10.5776+3.7421i", + "10.8895+3.8337i", + "11.189+3.8995i", + "11.3925+3.928i", + "11.3734+3.8695i", + "12.0974+4.1315i", + "12.5057+4.2666i", + "12.9269+4.426i", + "13.8907+4.8097i", + "14.8729+5.2055i", + "15.8828+5.6245i", + "16.8258+6.0188i", + "17.5201+6.3313i", + "18.0254+6.58i", + "18.1759+6.7019i", + "17.4165+6.4255i", + "16.828+6.2149i", + "15.2736+5.6139i", + "13.4105+4.8834i", + "11.8702+4.2746i", + "11.1761+4.0117i", + "10.3311+3.6707i", + "9.7197+3.425i", + "9.5709+3.3631i", + "9.9619+3.5138i", + "10.4144+3.6774i", + "11.0658+3.9121i", + "11.4474+4.0352i", + "11.3547+3.9693i", + "11.2448+3.9086i", + "11.3174+3.9248i", + "11.1871+3.8643i", + "11.8363+4.126i", + "11.9513+4.1712i", + "12.6743+4.472i", + "13.5612+4.8441i", + "14.312+5.1659i", + "14.8469+5.4032i", + "15.2894+5.6154i", + "14.9125+5.4767i", + "14.7916+5.441i", + "13.5929+4.9659i", + "12.217+4.42i", + "10.8468+3.8734i", + "10.0474+3.5546i", + "9.5146+3.3392i", + "9.0711+3.1586i", + "9.0519+3.1499i", + "9.301+3.2475i", + "9.8339+3.4544i", + "10.5793+3.7442i", + "11.1783+3.9743i", + "11.5071+4.0959i", + "11.3431+4.0222i", + "11.1507+3.9364i", + "10.8119+3.7939i", + "10.6875+3.7411i", + "11.0432+3.8843i", + "11.5162+4.0771i", + "12.0458+4.2975i", + "12.947+4.6732i", + "13.5516+4.9308i", + "13.8538+5.0687i", + "13.7101+5.0182i", + "13.6956+5.0185i", + "12.7097+4.6238i", + "11.4019+4.0985i", + "10.321+3.6634i", + "9.7344+3.4467i", + "9.0859+3.1826i", + "8.6396+3.001i", + "8.4218+2.9121i", + "8.5149+2.9493i", + "8.6175+2.9898i", + "8.892+3.0999i", + "9.347+3.2837i", + "9.63+3.3975i", + "9.575+3.3741i", + "9.3462+3.2798i", + "9.2636+3.2456i", + "9.4546+3.3232i", + "9.8163+3.4702i", + "10.4615+3.7332i", + "11.1299+4.0062i", + "11.9447+4.3391i", + "12.7425+4.6653i", + "13.017+4.7792i", + "12.9968+4.772i", + "13.1103+4.8191i", + "12.2348+4.4634i", + "11.0322+3.9745i", + "9.9213+3.5226i", + "9.3181+3.2962i", + "8.6571+3.0269i", + "8.256+2.8635i", + "8.0712+2.7882i", + "8.0548+2.7815i", + "7.9378+2.7338i", + "7.9929+2.7563i", + "8.4521+2.9434i", + "8.7947+3.083i", + "8.8989+3.1254i", + "8.6941+3.042i", + "8.508+2.9661i", + "8.661+3.0284i", + "9.1727+3.2369i", + "9.6135+3.4165i", + "10.5682+3.8055i", + "11.5531+4.2068i", + "12.3973+4.5507i", + "12.8572+4.7381i", + "13.057+4.8195i", + "13.1832+4.8709i", + "12.2808+4.5033i", + "10.9423+3.9579i", + "9.8284+3.5041i", + "8.8795+3.0978i", + "8.3932+2.9039i", + "8.2146+2.8323i", + "8.2458+2.8465i", + "8.7579+3.0546i", + "9.6202+3.3947i", + "10.5589+3.7645i", + "10.9873+3.9204i", + "10.8516+3.8391i", + "10.7571+3.7769i", + "10.693+3.7358i", + "10.6141+3.6902i", + "11.0259+3.8529i", + "11.4382+4.0141i", + "11.9438+4.2184i", + "12.4134+4.4118i", + "13.3313+4.7972i", + "14.0833+5.1243i", + "14.5776+5.3445i", + "14.7846+5.4429i", + "14.7555+5.4472i", + "13.6604+5.0168i", + "11.9704+4.3421i", + "10.7325+3.8458i", + "10.0397+3.5673i", + "9.3256+3.2806i", + "8.9551+3.1302i", + "8.8101+3.0672i", + "9.2108+3.2205i", + "9.739+3.4115i", + "10.4619+3.678i", + "11.0066+3.8708i", + "11.0462+3.8621i", + "11.0216+3.8364i", + "11.0945+3.8509i", + "11.2837+3.9174i", + "11.3416+3.9336i", + "11.9351+4.1716i", + "12.5711+4.4325i", + "13.3317+4.7519i", + "14.3094+5.1666i", + "15.1259+5.5183i", + "15.7147+5.7879i", + "15.5547+5.7405i", + "15.4302+5.7054i", + "14.1611+5.2045i", + "12.4374+4.5181i", + "11.0553+3.965i", + "10.3604+3.7073i", + "9.6928+3.4404i", + "9.3307+3.2959i", + "9.16+3.2234i", + "9.4687+3.3351i", + "9.9256+3.4913i", + "10.5042+3.6932i", + "10.9348+3.8299i", + "11.1137+3.8702i", + "10.869+3.7499i", + "10.8934+3.7369i", + "11.034+3.7837i", + "11.6473+4.0279i", + "11.9648+4.1579i", + "12.7803+4.4952i", + "13.619+4.8463i", + "14.5269+5.2329i", + "15.2738+5.567i", + "15.7533+5.8014i", + "15.6011+5.7609i", + "15.5047+5.7416i", + "14.2701+5.2556i", + "12.6106+4.5998i", + "11.2607+4.0635i", + "10.5004+3.7678i", + "9.7549+3.4672i", + "9.2925+3.2808i", + "9.2427+3.2592i", + "9.6361+3.4082i", + "10.2247+3.6264i", + "10.7586+3.8184i", + "11.1776+3.9648i", + "11.272+3.98i", + "11.3921+4.0127i", + "11.1734+3.906i", + "10.8188+3.7514i", + "10.9787+3.8126i", + "11.3407+3.9612i", + "11.5371+4.0443i", + "11.733+4.1326i", + "12.5408+4.4742i", + "13.1569+4.7458i", + "13.7663+5.0257i", + "13.9694+5.1247i", + "14.1036+5.1959i", + "13.04+4.7781i", + "11.5884+4.2013i", + "10.4286+3.7374i", + "9.4563+3.3311i", + "8.8746+3.0984i", + "8.4865+2.9452i", + "8.4274+2.9229i", + "8.9482+3.1323i", + "9.5318+3.3606i", + "10.3114+3.6684i", + "10.5972+3.7782i", + "10.6867+3.805i", + "10.8033+3.8432i", + "10.7615+3.8152i", + "10.6236+3.7503i", + "10.6391+3.7519i", + "10.8582+3.8381i", + "10.8604+3.836i", + "11.3038+4.017i", + "11.8128+4.2261i", + "12.2424+4.4073i", + "12.9041+4.6919i", + "13.3002+4.867i", + "13.4295+4.9299i", + "12.5238+4.5689i", + "11.2199+4.0461i", + "10.1004+3.5964i", + "9.0505+3.16i", + "8.3363+2.869i", + "7.9557+2.7139i", + "7.7441+2.6277i", + "7.938+2.7067i", + "8.0555+2.7546i", + "8.4144+2.9008i", + "8.6796+3.0088i", + "8.9673+3.126i", + "9.1842+3.2144i", + "9.2781+3.2527i", + "9.6107+3.3882i", + "9.8344+3.4793i", + "10.0571+3.5701i", + "10.6646+3.8176i", + "11.6083+4.2021i", + "12.7316+4.6597i", + "13.635+5.0278i", + "14.0302+5.1888i", + "13.9782+5.1676i", + "13.9702+5.1643i", + "12.9761+4.7593i", + "11.5942+4.1963i", + "10.2821+3.6617i", + "9.3+3.2602i", + "8.6588+2.9997i", + "8.2056+2.8155i", + "7.8505+2.671i", + "7.8762+2.6811i", + "7.6473+2.5855i", + "7.7603+2.6287i", + "8.0681+2.7496i", + "8.3935+2.8758i", + "8.4816+2.9061i", + "8.9172+3.0796i", + "9.277+3.2237i", + "9.7521+3.416i", + "10.743+3.8176i", + "11.7664+4.2338i", + "12.8371+4.671i", + "13.9992+5.1474i", + "14.9936+5.558i", + "15.4811+5.7618i", + "15.0219+5.5786i", + "14.8108+5.496i", + "13.5442+4.9836i", + "11.7396+4.251i", + "10.3197+3.6747i", + "9.375+3.2959i", + "8.7812+3.0584i", + "8.5638+2.9735i", + "8.5733+2.98i", + "9.0817+3.1857i", + "9.7565+3.4453i", + "10.7489+3.8331i", + "11.1697+3.9787i", + "11.1305+3.9257i", + "10.9003+3.8011i", + "10.7468+3.7165i", + "10.8319+3.7323i", + "11.3082+3.9204i", + "11.8862+4.143i", + "12.6306+4.4458i", + "13.6534+4.8637i", + "14.5077+5.2298i", + "15.3016+5.5864i", + "15.5789+5.7297i", + "15.4032+5.6789i", + "15.1752+5.6052i", + "13.8991+5.1068i", + "12.178+4.4221i", + "10.715+3.8379i", + "10.2828+3.6971i", + "9.5923+3.4199i", + "9.1755+3.2517i", + "9.1206+3.2256i", + "9.4176+3.3307i", + "9.8301+3.47i", + "10.4166+3.6773i", + "10.5794+3.7126i", + "10.7704+3.7637i", + "11.2117+3.9286i", + "11.2575+3.9319i", + "10.821+3.7451i", + "11.0573+3.8333i", + "11.2089+3.8927i", + "11.8418+4.1574i", + "12.4164+4.3998i", + "13.0265+4.6627i", + "13.6576+4.9422i", + "14.2395+5.2141i", + "14.4181+5.305i", + "14.3104+5.2755i", + "13.2167+4.8474i", + "11.7503+4.2666i", + "10.5652+3.7955i", + "9.8153+3.5031i", + "9.3632+3.3223i", + "8.8606+3.1192i", + "8.8216+3.1012i", + "9.3088+3.2898i", + "9.8598+3.4962i", + "10.4157+3.6994i", + "10.7924+3.8304i", + "10.8034+3.8172i", + "10.6496+3.742i", + "10.5917+3.7057i", + "10.0465+3.4748i", + "10.1662+3.5175i", + "10.5406+3.6642i", + "10.8658+3.796i", + "11.5071+4.0641i", + "12.0981+4.3175i", + "12.9995+4.7037i", + "13.678+5.0065i", + "13.7486+5.0492i", + "14.0338+5.1768i", + "12.9711+4.7561i", + "11.571+4.1985i", + "10.415+3.7371i", + "9.7021+3.454i", + "9.0798+3.203i", + "8.6792+3.0411i", + "8.6516+3.0269i", + "9.1469+3.2207i", + "9.6489+3.4085i", + "10.1852+3.6032i", + "10.3232+3.6416i", + "10.2695+3.6035i", + "10.0294+3.4955i", + "10.2459+3.5735i", + "10.1083+3.508i", + "10.1516+3.5198i", + "10.6153+3.7053i", + "11.259+3.969i", + "12.0314+4.2886i", + "12.6887+4.5662i", + "13.3784+4.8611i", + "13.3057+4.8562i", + "13.8452+5.0905i", + "14.0759+5.1958i", + "13.0281+4.7805i", + "11.6999+4.2525i", + "10.4646+3.7565i", + "9.4477+3.3351i", + "8.8189+3.0817i", + "8.5124+2.9593i", + "8.4223+2.9204i", + "8.8101+3.0714i", + "9.3597+3.2822i", + "9.9711+3.5141i", + "10.1559+3.5726i", + "10.2224+3.5852i", + "10.1105+3.5299i", + "10.2198+3.5639i", + "10.3422+3.6052i", + "10.7093+3.7494i", + "11.1901+3.9424i", + "11.8571+4.2147i", + "12.4527+4.4635i", + "13.1485+4.7558i", + "13.7808+5.026i", + "14.1086+5.1798i", + "13.8746+5.0972i", + "14.0055+5.1603i", + "13.0692+4.7893i", + "11.7275+4.253i", + "10.4062+3.7211i", + "9.4445+3.3362i", + "8.7102+3.0384i", + "8.3143+2.8778i", + "8.0612+2.7746i", + "8.1646+2.8139i", + "8.1505+2.8021i", + "8.6859+3.0123i", + "8.8644+3.0786i", + "8.7225+3.0152i", + "8.9298+3.0948i", + "9.172+3.1888i", + "9.577+3.3508i", + "10.1342+3.5754i", + "10.8159+3.851i", + "11.7275+4.2237i", + "12.1328+4.3907i", + "12.7543+4.6472i", + "13.1868+4.8288i", + "13.5016+4.9655i", + "13.5213+4.9784i", + "13.6121+5.0197i", + "12.8224+4.7021i", + "11.4861+4.1618i", + "10.2371+3.6566i", + "9.445+3.3491i", + "8.7986+3.0908i", + "8.3109+2.8946i", + "8.106+2.8112i", + "8.0113+2.7693i", + "7.8758+2.7059i", + "8.1602+2.8156i", + "8.1489+2.8019i", + "8.2192+2.818i", + "8.4403+2.8974i", + "8.7768+3.0242i", + "9.2384+3.2025i", + "9.6729+3.3757i", + "10.2779+3.6197i", + "11.1703+3.9827i", + "12.1716+4.3912i", + "13.2277+4.8243i", + "14.2142+5.2331i", + "14.4776+5.3481i", + "14.2521+5.264i", + "14.2192+5.2605i", + "13.2277+4.8673i", + "11.4792+4.1664i", + "10.2275+3.6644i", + "9.2089+3.25i", + "8.5677+2.9939i", + "8.3186+2.8975i", + "8.392+2.9298i", + "9.0305+3.1875i", + "9.4226+3.3269i", + "10.3139+3.6669i", + "10.8191+3.8396i", + "10.551+3.6904i", + "10.6163+3.6765i", + "10.6948+3.6807i", + "10.642+3.6393i", + "11.3589+3.9254i", + "12.075+4.2036i", + "12.7059+4.4562i", + "13.4386+4.7564i", + "14.3273+5.1406i", + "15.4343+5.6302i", + "15.9149+5.8609i", + "15.474+5.7066i", + "15.4769+5.7412i", + "14.2122+5.2433i", + "12.6111+4.6125i", + "11.1749+4.0425i", + "10.3034+3.6818i", + "9.6109+3.403i", + "9.1294+3.2073i", + "9.0158+3.1573i", + "9.1564+3.2044i", + "9.5623+3.3481i", + "10.312+3.625i", + "10.722+3.76i", + "10.616+3.6911i", + "10.5658+3.652i", + "10.6999+3.6901i", + "10.8667+3.7458i", + "11.2659+3.9006i", + "11.8034+4.1177i", + "12.6743+4.4786i", + "13.5623+4.846i", + "14.5012+5.2419i", + "15.1148+5.5142i", + "15.5941+5.7425i", + "15.2769+5.6332i", + "15.2708+5.6484i", + "14.0604+5.1706i", + "12.4169+4.5167i", + "10.9844+3.9434i", + "9.9052+3.5015i", + "9.2656+3.2431i", + "8.9423+3.1141i", + "8.7511+3.0351i", + "9.0793+3.1617i", + "9.6074+3.3614i", + "10.2036+3.5863i", + "10.5694+3.7165i", + "10.7408+3.7696i", + "10.5882+3.6943i", + "10.6977+3.7274i", + "10.8828+3.7953i", + "11.3149+3.9674i", + "11.7761+4.153i", + "12.3574+4.3908i", + "13.2008+4.7405i", + "14.0467+5.0968i", + "14.565+5.3212i", + "14.8809+5.4713i", + "14.5043+5.3313i", + "14.3802+5.2911i", + "13.3731+4.8922i", + "11.8741+4.2923i", + "10.551+3.7601i", + "9.814+3.4765i", + "9.0396+3.1612i", + "8.5743+2.9718i", + "8.3477+2.8794i", + "8.41+2.9041i", + "8.3589+2.882i", + "8.5567+2.9609i", + "8.6954+3.0158i", + "8.7693+3.0446i", + "8.8645+3.0823i", + "8.8463+3.0738i", + "9.18+3.209i", + "9.6749+3.4101i", + "10.1334+3.5963i", + "11.0691+3.9776i", + "11.9444+4.3346i", + "12.8407+4.7005i", + "13.4931+4.9675i", + "13.6537+5.0351i", + "13.2395+4.8675i", + "12.9118+4.735i", + "12.2112+4.4508i", + "11.3378+4.0961i", + "10.3037+3.6755i", + "9.121+3.1746i", + "8.5771+2.9543i", + "8.1775+2.793i", + "8.0983+2.7601i", + "8.4509+2.8997i", + "8.8053+3.0352i", + "9.2344+3.197i", + "9.5541+3.3149i", + "9.5425+3.2999i", + "9.5436+3.2921i", + "9.8319+3.4029i", + "10.1235+3.5175i", + "10.6188+3.7166i", + "11.5292+4.0859i", + "12.6579+4.5464i", + "13.7044+4.9768i", + "14.7472+5.4075i", + "15.5488+5.7433i", + "15.6831+5.8124i", + "15.1926+5.621i", + "14.8172+5.4745i", + "13.8782+5.0996i", + "12.3812+4.4965i", + "10.7324+3.8295i", + "9.8592+3.4867i", + "9.0621+3.1631i", + "8.5596+2.9592i", + "8.3236+2.863i", + "8.3792+2.8823i", + "8.4336+2.8984i", + "8.6987+2.999i", + "8.8668+3.0585i", + "9.0098+3.1091i", + "9.2511+3.2011i", + "9.4416+3.2743i", + "9.6829+3.3699i", + "10.2681+3.6064i", + "10.9431+3.8801i", + "11.9289+4.2827i", + "12.9791+4.7125i", + "13.8883+5.0865i", + "14.4919+5.3383i", + "14.7021+5.4341i", + "14.2866+5.2709i", + "14.2553+5.2627i", + "13.1506+4.8176i", + "11.6777+4.223i", + "10.3196+3.6741i", + "9.7429+3.4684i", + "9.0603+3.1927i", + "8.5792+2.9986i", + "8.2826+2.8785i", + "8.266+2.8701i", + "8.1394+2.8125i", + "8.3995+2.9145i", + "8.8154+3.079i", + "8.7777+3.0576i", + "8.7076+3.0221i", + "8.7999+3.0555i", + "9.1485+3.1941i", + "9.1827+3.2048i", + "9.6089+3.3793i", + "10.1898+3.6162i", + "11.1125+3.992i", + "12.1729+4.4252i", + "13.1497+4.825i", + "13.5995+5.0133i", + "13.3831+4.9281i", + "13.6331+5.0338i", + "12.5301+4.5904i", + "10.9395+3.9501i", + "9.8061+3.4937i", + "9.0011+3.1682i", + "8.4835+2.9608i", + "8.2422+2.864i", + "8.5818+3.0045i", + "9.1012+3.2149i", + "9.6509+3.4239i", + "10.6012+3.7965i", + "11.1357+3.9931i", + "11.2252+4.005i", + "11.0036+3.8881i", + "10.675+3.737i", + "10.4566+3.6361i", + "10.5636+3.6735i", + "10.6025+3.6788i", + "11.0605+3.8596i", + "11.5238+4.0491i", + "12.5074+4.4628i", + "13.4484+4.8726i", + "13.9311+5.0911i", + "13.9283+5.1069i", + "14.2798+5.2716i", + "13.215+4.8519i", + "11.6554+4.2276i", + "10.4975+3.7669i", + "9.7408+3.4638i", + "9.1185+3.2133i", + "8.724+3.0537i", + "8.7109+3.0434i", + "9.2129+3.2382i", + "9.7205+3.4227i", + "10.4012+3.6744i", + "10.6281+3.7406i", + "10.5525+3.6844i", + "10.2462+3.5413i", + "10.3245+3.5582i", + "10.3892+3.5728i", + "10.7908+3.7278i", + "11.495+4.0073i", + "12.2023+4.2973i", + "13.1986+4.7077i", + "14.2063+5.132i", + "14.8061+5.3967i", + "15.3044+5.6331i", + "15.0596+5.5504i", + "15.1195+5.5939i", + "13.9306+5.1271i", + "12.3388+4.4918i", + "10.9831+3.9513i", + "9.8981+3.4941i", + "9.2347+3.2266i", + "8.956+3.1177i", + "8.8746+3.0837i", + "9.2637+3.2319i", + "9.7682+3.4119i", + "10.4106+3.6432i", + "10.5921+3.6841i", + "10.7644+3.7298i", + "10.7815+3.72i", + "10.9112+3.7531i", + "11.2487+3.8792i", + "12.0383+4.1946i", + "12.3774+4.3262i", + "13.3708+4.7335i", + "14.4663+5.1899i", + "15.4513+5.6074i", + "16.1795+5.9261i", + "16.6167+6.1367i", + "16.1066+5.9487i", + "16.0357+5.9412i", + "14.8022+5.4581i", + "12.9442+4.7194i", + "11.6783+4.2155i", + "10.6829+3.7935i", + "9.886+3.472i", + "9.2676+3.2238i", + "9.1424+3.1717i", + "9.4728+3.2965i", + "9.8919+3.4429i", + "10.5307+3.6748i", + "10.9426+3.8107i", + "10.9067+3.7675i", + "11.1517+3.8426i", + "11.6336+4.0187i", + "11.8758+4.1027i", + "12.6789+4.418i", + "13.5041+4.7461i", + "14.6828+5.2269i", + "15.4329+5.5415i", + "16.3783+5.9391i", + "17.1732+6.2842i", + "17.6096+6.5026i", + "16.8098+6.2009i", + "16.4841+6.0915i", + "14.9749+5.4964i", + "13.6282+4.9667i", + "12.1093+4.3607i", + "10.6951+3.7711i", + "9.8768+3.4421i", + "9.327+3.2211i", + "9.2212+3.1765i", + "9.1984+3.1538i", + "9.6537+3.316i", + "10.209+3.5124i", + "10.7318+3.6999i", + "10.7396+3.6742i", + "10.9936+3.76i", + "11.5229+3.9559i", + "11.8522+4.0796i", + "13.0585+4.565i", + "14.3029+5.0672i", + "15.4975+5.5596i", + "16.5507+6.0005i", + "17.4922+6.3985i", + "17.9662+6.6153i", + "18.194+6.7429i", + "17.4264+6.4503i", + "17.0494+6.3151i", + "15.6113+5.7472i", + "13.906+5.0673i", + "12.3779+4.4546i", + "11.0706+3.9264i", + "10.0823+3.5257i", + "9.55+3.3107i", + "8.8915+3.0414i", + "8.8572+3.0199i", + "8.6811+2.9355i", + "9.0337+3.06i", + "9.2799+3.1428i", + "9.802+3.3419i", + "10.1225+3.4621i", + "10.8002+3.7269i", + "11.2951+3.9213i", + "12.2672+4.3127i", + "13.3461+4.75i", + "14.4931+5.2183i", + "15.5639+5.6584i", + "16.6299+6.1015i", + "17.4072+6.4326i", + "17.6332+6.5471i", + "16.9147+6.2666i", + "16.3379+6.0422i", + "14.9668+5.4935i", + "13.2706+4.8129i", + "11.7776+4.2128i", + "10.8085+3.8424i", + "9.9219+3.4826i", + "9.1474+3.1685i", + "8.7054+2.9897i", + "8.4799+2.8961i", + "8.2075+2.7769i", + "8.492+2.882i", + "8.5667+2.8968i", + "8.7998+2.9716i", + "9.2401+3.1355i", + "9.9592+3.4149i", + "10.5733+3.6543i", + "11.5951+4.0659i", + "12.7207+4.5201i", + "13.8714+4.9876i", + "14.9272+5.4198i", + "16.0136+5.8708i", + "17.1022+6.3312i", + "17.3293+6.4404i", + "16.6085+6.1572i", + "16.1889+5.9986i", + "14.7256+5.4149i", + "12.8062+4.6419i", + "11.2426+4.0109i", + "10.1953+3.5892i", + "9.5134+3.3189i", + "9.0577+3.1371i", + "8.9945+3.1158i", + "9.4455+3.2977i", + "10.0862+3.536i", + "10.8447+3.8192i", + "11.3382+3.9808i", + "11.2638+3.8988i", + "11.3301+3.8778i", + "11.9501+4.0993i", + "12.4094+4.2607i", + "13.3783+4.6393i", + "14.3491+5.0177i", + "15.4026+5.4411i", + "16.3917+5.8508i", + "17.4798+6.321i", + "18.3362+6.7169i", + "18.7318+6.9238i", + "17.9662+6.6407i", + "17.628+6.5432i", + "16.1116+5.9525i", + "14.0263+5.1271i", + "12.4304+4.497i", + "11.3921+4.1002i", + "10.5322+3.7532i", + "9.9698+3.5258i", + "9.6477+3.3867i", + "9.8583+3.4577i", + "10.1799+3.5526i", + "10.5366+3.6533i", + "11.1867+3.882i", + "11.1318+3.8195i", + "11.4846+3.9351i", + "11.7975+4.0354i", + "12.0711+4.1306i", + "12.9622+4.4827i", + "13.8669+4.8388i", + "14.8743+5.2497i", + "15.846+5.6585i", + "16.7209+6.041i", + "17.4596+6.3803i", + "17.8476+6.5932i", + "17.26+6.3871i", + "16.8754+6.2553i", + "15.4431+5.6995i", + "13.5466+4.9507i", + "12.1693+4.4073i", + "10.8537+3.8626i", + "9.9612+3.504i", + "9.56+3.3455i", + "9.3499+3.2562i", + "9.6714+3.3743i", + "10.1131+3.5273i", + "10.5282+3.6594i", + "10.7576+3.7204i", + "10.9406+3.7668i", + "11.0424+3.7868i", + "11.4201+3.9217i", + "11.9206+4.1127i", + "12.7319+4.434i", + "13.3379+4.6702i", + "14.4468+5.123i", + "15.5308+5.5777i", + "16.4569+5.9735i", + "17.1969+6.301i", + "17.4871+6.4599i", + "17.0435+6.3047i", + "16.7335+6.1993i", + "15.3352+5.6508i", + "13.4794+4.9146i", + "11.9116+4.288i", + "10.8755+3.8809i", + "10.0541+3.5518i", + "9.5848+3.365i", + "9.4106+3.2909i", + "9.6529+3.375i", + "10.2392+3.588i", + "10.6601+3.7233i", + "10.9823+3.8228i", + "11.0114+3.8049i", + "11.1373+3.8346i", + "11.3616+3.903i", + "11.8494+4.0863i", + "12.6143+4.3869i", + "13.5784+4.7745i", + "14.4755+5.1428i", + "15.3952+5.5266i", + "16.2454+5.8919i", + "16.827+6.1548i", + "17.1183+6.3149i", + "16.5355+6.1028i", + "16.0052+5.9058i", + "14.6659+5.3806i", + "12.9253+4.69i", + "11.5869+4.16i", + "10.5259+3.7377i", + "9.8021+3.4454i", + "9.358+3.2693i", + "9.1359+3.1763i", + "9.3853+3.2672i", + "10.0924+3.5368i", + "10.5772+3.7067i", + "10.8899+3.8081i", + "11.1389+3.8877i", + "11.2191+3.9049i", + "11.3959+3.9622i", + "11.22+3.8826i", + "11.7184+4.0782i", + "12.5052+4.3937i", + "13.4949+4.7974i", + "14.3463+5.1556i", + "15.2685+5.5432i", + "15.7525+5.7626i", + "15.9103+5.8541i", + "15.5242+5.7152i", + "15.2983+5.6367i", + "14.1302+5.1765i", + "12.5847+4.5615i", + "11.1901+4.0037i", + "10.1953+3.6104i", + "9.3622+3.2721i", + "8.8307+3.0568i", + "8.551+2.9424i", + "8.5928+2.9548i", + "8.869+3.0582i", + "9.1395+3.1564i", + "9.5762+3.3235i", + "9.6157+3.3302i", + "9.7782+3.3898i", + "10.0314+3.4866i", + "10.2833+3.5839i", + "10.7693+3.7784i", + "11.1645+3.9375i", + "12.2681+4.3883i", + "13.1379+4.7463i", + "14.2478+5.204i", + "15.0286+5.5309i", + "15.2568+5.6371i", + "14.7555+5.441i", + "14.7303+5.4372i", + "13.5858+4.9783i", + "12.268+4.4478i", + "10.9369+3.9102i", + "9.752+3.4183i", + "9.0845+3.1475i", + "8.5866+2.9456i", + "8.3042+2.8304i", + "8.2819+2.8201i", + "8.1409+2.7563i", + "8.2604+2.7978i", + "8.7148+2.9729i", + "8.7633+2.9782i", + "8.8961+3.0199i", + "9.269+3.1629i", + "9.826+3.3821i", + "10.6454+3.7121i", + "11.8673+4.2056i", + "13.3604+4.8122i", + "14.5944+5.3147i", + "15.8258+5.8223i", + "16.7789+6.2234i", + "17.0463+6.3442i", + "16.4799+6.122i", + "16.2842+6.0514i", + "14.7039+5.4173i", + "12.8141+4.654i", + "11.3701+4.071i", + "10.1474+3.5717i", + "9.5271+3.3356i", + "9.3221+3.2656i", + "9.3556+3.2852i", + "9.7646+3.4478i", + "10.3789+3.6704i", + "11.3191+4.0393i", + "11.9626+4.2782i", + "11.9934+4.2479i", + "12.0251+4.214i", + "11.9113+4.1117i", + "12.0646+4.1309i", + "13.0043+4.4904i", + "14.2993+4.9984i", + "15.5681+5.502i", + "16.5844+5.9095i", + "17.4536+6.2702i", + "17.8031+6.4277i", + "17.946+6.5206i", + "17.7194+6.4718i", + "17.5806+6.4595i", + "16.3008+5.9812i", + "14.4934+5.2846i", + "13.0162+4.7146i", + "11.7797+4.2174i", + "10.9131+3.8695i", + "10.3019+3.6239i", + "10.0723+3.5257i", + "10.3018+3.602i", + "10.8974+3.8072i", + "11.3268+3.937i", + "11.5165+3.9685i", + "11.6566+3.983i", + "12.141+4.1443i", + "12.9439+4.4378i", + "13.859+4.7856i", + "14.6409+5.0851i", + "15.6415+5.4775i", + "16.8112+5.9499i", + "17.6742+6.3154i", + "18.5558+6.7041i", + "19.2211+7.0251i", + "19.6625+7.2626i", + "19.0858+7.0585i", + "18.5949+6.8858i", + "17.0553+6.2958i", + "14.9768+5.4773i", + "13.331+4.8262i", + "11.9159+4.253i", + "11.0959+3.9242i", + "10.2607+3.5886i", + "9.8335+3.4132i", + "9.85+3.4018i", + "9.8868+3.3783i", + "10.3969+3.5368i", + "11.1667+3.8058i", + "11.4596+3.8823i", + "12.1947+4.1483i", + "13.0774+4.4748i", + "14.3253+4.9552i", + "15.8317+5.551i", + "16.556+5.8355i", + "17.9777+6.4161i", + "18.5867+6.6754i", + "19.2697+6.985i", + "19.726+7.2181i", + "19.9177+7.3571i", + "19.7669+7.3308i", + "19.4052+7.214i", + "17.7961+6.5895i", + "15.5832+5.7155i", + "13.8019+5.0111i", + "12.2099+4.3594i", + "11.4201+4.0408i", + "10.7619+3.7786i", + "10.3547+3.6094i", + "10.3376+3.5855i", + "10.8375+3.7572i", + "11.1787+3.8521i", + "11.7239+4.0337i", + "12.0036+4.1101i", + "12.3549+4.2259i", + "12.8557+4.4061i", + "13.3886+4.6084i", + "14.5094+5.0528i", + "15.5757+5.4777i", + "16.9377+6.0337i", + "17.967+6.4684i", + "18.9319+6.8901i", + "19.4693+7.1429i", + "19.4799+7.1968i", + "18.9716+7.0203i", + "18.506+6.8544i", + "16.932+6.235i", + "14.9406+5.4456i", + "13.1946+4.7512i", + "12.3237+4.4186i", + "11.3546+4.0368i", + "10.7292+3.789i", + "10.4198+3.6632i", + "10.5675+3.7089i", + "11.0594+3.8762i", + "11.4513+3.9943i", + "11.8562+4.1198i", + "12.0859+4.1659i", + "12.5226+4.3067i", + "13.1725+4.5303i", + "13.9169+4.8085i", + "15.038+5.2459i", + "15.8427+5.5587i", + "17.016+6.0348i", + "18.0069+6.4532i", + "18.798+6.7987i", + "19.2372+7.0149i", + "19.4041+7.1341i", + "18.7421+6.9011i", + "18.0448+6.6404i", + "16.4856+6.0355i", + "14.7795+5.3763i", + "13.142+4.7359i", + "11.3214+3.9667i", + "10.1623+3.4965i", + "9.6025+3.2713i", + "9.1537+3.0887i", + "9.0098+3.022i", + "8.929+2.9735i", + "9.1549+3.046i", + "9.686+3.2433i", + "10.2806+3.4676i", + "11.1258+3.7971i", + "12.2456+4.2434i", + "13.0993+4.5824i", + "14.4426+5.1238i", + "15.6248+5.6029i", + "17.0439+6.1802i", + "18.0932+6.6151i", + "19.2271+7.0868i", + "19.9766+7.4081i", + "20.2809+7.557i", + "19.1301+7.1026i", + "18.405+6.816i", + "16.6226+6.0995i", + "14.7034+5.3301i", + "12.87+4.5923i", + "12.1899+4.3836i", + "11.0837+3.9374i", + "10.1625+3.5638i", + "9.6282+3.3478i", + "9.3755+3.2432i", + "9.0091+3.0741i", + "9.0191+3.0579i", + "9.4667+3.2123i", + "9.7143+3.2765i", + "10.3544+3.4997i", + "11.1659+3.8061i", + "12.0002+4.1267i", + "13.3819+4.6819i", + "14.6464+5.1858i", + "15.6744+5.6005i", + "16.6601+6.0055i", + "17.7619+6.4769i", + "18.658+6.878i", + "18.7876+6.9616i", + "17.9713+6.6516i", + "17.3599+6.4236i", + "15.8153+5.8217i", + "13.847+5.0376i", + "12.1324+4.3523i", + "11.1889+3.9938i", + "10.3139+3.6453i", + "9.8014+3.4415i", + "9.7312+3.4176i", + "10.1957+3.6027i", + "10.7832+3.8172i", + "11.3494+4.0126i", + "11.9572+4.2239i", + "11.7798+4.0984i", + "11.6225+3.9857i", + "11.8759+4.0545i", + "12.2136+4.1624i", + "13.2863+4.5899i", + "14.1526+4.9233i", + "15.2268+5.3508i", + "16.1172+5.7154i", + "17.2823+6.2167i", + "18.1034+6.6034i", + "18.3717+6.7611i", + "17.9852+6.6521i", + "17.4407+6.4558i", + "15.864+5.8458i", + "13.9492+5.0925i", + "12.4471+4.5009i", + "11.4421+4.1117i", + "10.5377+3.7448i", + "9.9545+3.5072i", + "9.629+3.3684i", + "9.9007+3.4664i", + "10.5799+3.7154i", + "10.8912+3.8112i", + "11.1564+3.8846i", + "11.0141+3.7883i", + "11.182+3.8331i", + "11.4921+3.9351i", + "11.9298+4.0943i", + "12.7351+4.4065i", + "13.6441+4.7642i", + "14.6793+5.1836i", + "15.5517+5.5544i", + "16.5285+5.9753i", + "17.2507+6.3026i", + "17.639+6.5054i", + "17.3671+6.4242i", + "17.0295+6.3073i", + "15.5389+5.7228i", + "13.6548+4.9735i", + "12.1295+4.3673i", + "11.2164+3.9986i", + "10.6319+3.7638i", + "10.104+3.5519i", + "9.9515+3.4883i", + "9.9734+3.4861i", + "10.4303+3.6477i", + "10.8056+3.7679i", + "10.9891+3.8111i", + "11.0998+3.8177i", + "11.1096+3.7972i", + "11.5108+3.9376i", + "12.0396+4.1367i", + "12.9654+4.4998i", + "13.9016+4.8726i", + "15.0095+5.3254i", + "16.0609+5.7656i", + "17.1237+6.2198i", + "17.8403+6.5409i", + "18.0916+6.6829i", + "17.6222+6.517i", + "17.1466+6.3447i", + "15.4735+5.6827i", + "13.6304+4.9515i", + "12.0602+4.3269i", + "11.2808+4.0226i", + "10.4478+3.6884i", + "9.9157+3.4743i", + "9.7219+3.3932i", + "10.0407+3.5148i", + "10.704+3.7622i", + "11.144+3.9083i", + "11.2645+3.9229i", + "11.1299+3.8289i", + "11.2548+3.8532i", + "11.5742+3.9557i", + "12.1152+4.1579i", + "13.1108+4.5495i", + "14.1377+4.9584i", + "15.221+5.401i", + "16.2226+5.8179i", + "17.2075+6.2411i", + "17.9756+6.5868i", + "18.1812+6.7139i", + "17.6367+6.5185i", + "17.1345+6.3371i", + "15.6305+5.7467i", + "13.6874+4.9743i", + "12.0511+4.3209i", + "10.6639+3.7483i", + "9.7641+3.3862i", + "9.4158+3.246i", + "9.1889+3.1519i", + "9.455+3.2517i", + "10.1679+3.5242i", + "10.4903+3.6284i", + "10.7329+3.701i", + "10.779+3.6903i", + "11.0044+3.7624i", + "11.4175+3.9129i", + "12.2023+4.218i", + "13.2593+4.6397i", + "14.6505+5.1985i", + "15.8747+5.7003i", + "17.087+6.2024i", + "18.0883+6.6275i", + "18.5302+6.8299i", + "18.5+6.8519i", + "17.7724+6.5755i", + "17.1828+6.3532i", + "15.6507+5.7457i", + "13.8429+5.0253i", + "12.2162+4.3732i", + "10.9283+3.8533i", + "9.9543+3.461i", + "9.2799+3.1887i", + "8.9251+3.0441i", + "8.8431+3.0073i", + "8.9236+3.0298i", + "8.8721+2.9973i", + "9.1688+3.1051i", + "9.7415+3.3196i", + "10.2122+3.4932i", + "10.7203+3.6842i", + "11.6941+4.0711i", + "12.9078+4.5593i", + "13.9077+4.9627i", + "15.5396+5.6268i", + "16.6026+6.0658i", + "17.3968+6.3986i", + "18.07+6.6857i", + "17.8854+6.6308i", + "17.2216+6.3726i", + "16.5079+6.0909i", + "15.012+5.4947i", + "13.3603+4.835i", + "11.8506+4.229i", + "11.0454+3.9426i", + "10.1075+3.5635i", + "9.3879+3.272i", + "8.9388+3.0868i", + "8.7721+3.0164i", + "8.7257+2.9843i", + "8.3433+2.8106i", + "8.9987+3.0589i", + "9.1634+3.0994i", + "9.5795+3.2414i", + "10.0337+3.406i", + "10.565+3.6033i", + "11.8714+4.128i", + "13.2623+4.6858i", + "14.7249+5.2764i", + "15.7953+5.7119i", + "16.9817+6.2129i", + "17.925+6.6284i", + "18.0004+6.6886i", + "17.3061+6.426i", + "16.6361+6.1696i", + "15.1448+5.5822i", + "13.2445+4.8206i", + "11.6485+4.18i", + "10.5266+3.7252i", + "9.7927+3.4315i", + "9.222+3.2028i", + "9.2063+3.2i", + "9.6699+3.386i", + "10.4746+3.6854i", + "11.0072+3.8716i", + "11.5318+4.0502i", + "11.7165+4.0745i", + "11.471+3.9155i", + "12.031+4.1069i", + "12.638+4.3255i", + "13.9176+4.8333i", + "15.1194+5.2991i", + "16.1226+5.6994i", + "17.1177+6.1133i", + "18.0827+6.5358i", + "18.8953+6.9208i", + "18.954+7.0007i", + "18.3594+6.7915i", + "17.6459+6.5257i", + "16.1196+5.9442i", + "14.0437+5.122i", + "12.5694+4.5416i", + "11.5225+4.1318i", + "10.621+3.7687i", + "9.9744+3.5069i", + "9.6757+3.3791i", + "9.9685+3.4863i", + "10.7578+3.7721i", + "10.9305+3.7974i", + "11.0791+3.8142i", + "11.0418+3.7515i", + "11.2224+3.791i", + "11.6138+3.922i", + "12.415+4.2255i", + "13.805+4.7794i", + "15.2244+5.3423i", + "16.6533+5.9218i", + "17.7857+6.3952i", + "18.7169+6.8058i", + "19.1228+7.0168i", + "19.0631+7.044i", + "18.5099+6.8545i", + "17.7404+6.573i", + "16.2077+5.9808i", + "14.2047+5.1907i", + "12.6396+4.5707i", + "11.5961+4.1677i", + "10.6991+3.806i", + "10.1703+3.5964i", + "9.9875+3.5194i", + "10.262+3.6176i", + "11.0177+3.8946i", + "11.3169+3.9727i", + "11.5244+4.0188i", + "11.4141+3.932i", + "11.5154+3.9482i", + "11.6353+3.9696i", + "12.0536+4.1207i", + "12.8808+4.4463i", + "13.8963+4.845i", + "15.0524+5.3229i", + "16.0224+5.7344i", + "16.9333+6.1285i", + "17.596+6.4389i", + "17.6515+6.5065i", + "17.1735+6.3411i", + "16.5229+6.1003i", + "15.0656+5.5364i", + "13.2524+4.8177i", + "11.8315+4.2538i", + "11.1307+4.0062i", + "10.3209+3.6804i", + "9.8832+3.5069i", + "9.7228+3.4376i", + "9.9776+3.5276i", + "10.7918+3.8336i", + "10.9336+3.8526i", + "11.3008+3.9683i", + "11.1614+3.8708i", + "11.1126+3.8205i", + "11.2973+3.8727i", + "11.5958+3.9763i", + "12.275+4.2395i", + "13.0464+4.5431i", + "13.9142+4.8993i", + "14.7136+5.2327i", + "15.6838+5.6532i", + "16.2945+5.9336i", + "16.488+6.0566i", + "16.3589+6.0325i", + "15.833+5.8421i", + "14.4739+5.3119i", + "12.8276+4.6624i", + "11.3754+4.0851i", + "10.0613+3.5354i", + "9.3469+3.2463i", + "8.8687+3.0535i", + "8.7439+3.0008i", + "9.0553+3.12i", + "9.9309+3.4607i", + "10.3124+3.5927i", + "10.6362+3.7039i", + "10.749+3.7302i", + "10.9232+3.7881i", + "11.2057+3.8906i", + "11.4125+3.9654i", + "12.1754+4.2707i", + "12.9842+4.5965i", + "14.0415+5.0302i", + "15.0922+5.4657i", + "15.9422+5.8255i", + "16.4171+6.0341i", + "16.3571+6.035i", + "16.0245+5.9169i", + "15.4814+5.7068i", + "14.2699+5.2267i", + "12.6882+4.5945i", + "11.1603+3.978i", + "10.308+3.6484i", + "9.4818+3.3137i", + "8.9396+3.0942i", + "8.6921+2.9933i", + "8.771+3.0226i", + "9.0381+3.1249i", + "8.9553+3.0827i", + "9.3156+3.2203i", + "9.4305+3.2556i", + "10.1149+3.5259i", + "10.2237+3.5625i", + "10.4295+3.6407i", + "11.0663+3.8975i", + "11.8167+4.2004i", + "12.6386+4.5354i", + "13.6336+4.9449i", + "14.4185+5.2708i", + "15.079+5.5487i", + "15.1658+5.5951i", + "14.9163+5.5007i", + "14.4997+5.336i", + "13.2831+4.8473i", + "11.8663+4.277i", + "10.7394+3.8228i", + "9.8279+3.4676i", + "9.1709+3.2008i", + "8.5695+2.9565i", + "8.2749+2.8365i", + "8.2281+2.8166i", + "8.3235+2.8508i", + "8.1414+2.771i", + "8.518+2.9185i", + "8.7941+3.0208i", + "8.5225+2.9006i", + "8.8556+3.0287i", + "9.2673+3.1904i", + "10.0552+3.5078i", + "11.1324+3.9416i", + "12.2823+4.4074i", + "13.6241+4.9552i", + "14.7969+5.4397i", + "15.719+5.8255i", + "15.8424+5.8852i", + "15.6685+5.8208i", + "15.1307+5.6072i", + "13.6465+5.0102i", + "11.9006+4.3039i", + "10.469+3.7239i", + "9.5805+3.3662i", + "8.9743+3.1254i", + "8.6338+2.9899i", + "8.6177+2.9863i", + "9.1772+3.2117i", + "10.2064+3.6118i", + "10.8958+3.8703i", + "11.4379+4.0708i", + "11.1804+3.9074i", + "10.8467+3.726i", + "11.0346+3.7688i", + "11.4475+3.9059i", + "12.4022+4.2773i", + "13.4826+4.6972i", + "14.6707+5.1724i", + "15.794+5.6369i", + "17.0068+6.157i", + "17.7822+6.5161i", + "17.8666+6.5911i", + "17.4102+6.4343i", + "16.7696+6.2054i", + "15.1501+5.5783i", + "13.2586+4.8311i", + "11.666+4.199i", + "10.5194+3.7316i", + "9.7991+3.4412i", + "9.261+3.2227i", + "8.9867+3.1053i", + "9.3096+3.2208i", + "10.086+3.5039i", + "10.3965+3.5915i", + "10.5404+3.6088i", + "10.7462+3.6457i", + "10.9574+3.7038i", + "11.2461+3.7962i", + "11.9548+4.0632i", + "13.2439+4.5773i", + "14.6506+5.1395i", + "16.094+5.7296i", + "17.4496+6.2983i", + "18.5205+6.763i", + "19.211+7.0809i", + "19.3859+7.2051i", + "18.9095+7.0414i", + "18.1881+6.7719i", + "16.1426+5.9666i", + "13.9673+5.102i", + "12.2354+4.4116i", + "10.866+3.8427i", + "9.9557+3.4766i", + "9.4675+3.2839i", + "9.3056+3.215i", + "9.4594+3.2582i", + "10.198+3.5223i", + "10.5687+3.6248i", + "10.6079+3.5978i", + "10.5247+3.5111i", + "10.869+3.6146i", + "11.6514+3.9061i", + "12.7705+4.3428i", + "14.2673+4.9362i", + "15.7995+5.5453i", + "17.4818+6.2399i", + "19.1595+6.9487i", + "20.2599+7.4253i", + "20.9001+7.7274i", + "20.8867+7.7812i", + "20.3552+7.6i", + "19.3038+7.1975i", + "17.1948+6.3703i", + "14.8203+5.4285i", + "12.8997+4.6612i", + "11.3144+4.0053i", + "10.2743+3.5852i", + "9.6866+3.3497i", + "9.3949+3.2274i", + "9.53+3.2648i", + "10.1937+3.4989i", + "10.5343+3.5897i", + "11.0258+3.7469i", + "11.103+3.7315i", + "11.5667+3.8973i", + "12.0906+4.0837i", + "13.2708+4.5477i", + "14.8715+5.1917i", + "16.3702+5.7907i", + "18.0303+6.4751i", + "19.4991+7.0861i", + "20.5696+7.5551i", + "20.8542+7.7066i", + "20.8125+7.7389i", + "20.1825+7.5145i", + "19.2735+7.1706i", + "16.9938+6.2697i", + "14.5595+5.2997i", + "12.7334+4.5709i", + "11.7205+4.1866i", + "10.6651+3.7621i", + "10.0457+3.5125i", + "9.7086+3.3715i", + "9.9033+3.434i", + "10.486+3.639i", + "10.8944+3.7588i", + "11.3608+3.9105i", + "11.3838+3.8805i", + "11.7333+3.9998i", + "12.3609+4.2393i", + "13.2909+4.6024i", + "14.4682+5.0714i", + "15.6163+5.531i", + "16.8913+6.0519i", + "18.0332+6.5323i", + "18.7877+6.8664i", + "18.9275+6.9554i", + "18.6165+6.8736i", + "17.9705+6.6414i", + "16.9336+6.245i", + "15.3552+5.6275i", + "13.5392+4.9073i", + "11.9578+4.2765i", + "11.2075+4.0066i", + "10.1992+3.6001i", + "9.624+3.3694i", + "9.2439+3.2159i", + "9.2193+3.2025i", + "9.4803+3.3006i", + "9.4608+3.2837i", + "10.2175+3.583i", + "10.3688+3.6266i", + "10.4112+3.6245i", + "10.5268+3.6568i", + "10.7248+3.7249i", + "11.4178+4.0026i", + "12.3669+4.3843i", + "13.292+4.7585i", + "14.36+5.1965i", + "15.0206+5.47i", + "15.4744+5.6656i", + "15.351+5.6324i", + "15.0911+5.5406i", + "14.3962+5.2658i", + "13.2395+4.8103i", + "11.9195+4.2852i", + "10.6266+3.7684i", + "10.1197+3.6029i", + "9.4436+3.333i", + "8.9828+3.1496i", + "8.7184+3.0439i", + "8.7005+3.0355i", + "8.8118+3.074i", + "8.5532+2.9592i", + "9.0074+3.1364i", + "9.0547+3.1394i", + "8.8917+3.0579i", + "8.8354+3.0183i", + "9.0156+3.0781i", + "9.6596+3.3302i", + "10.7193+3.7588i", + "11.722+4.1661i", + "12.9172+4.6533i", + "14.2266+5.189i", + "15.1303+5.5631i", + "15.3268+5.6553i", + "15.2713+5.6441i", + "14.6992+5.4222i", + "13.3367+4.8836i", + "11.7307+4.2456i", + "10.451+3.7358i", + "9.5431+3.3715i", + "9.0342+3.1703i", + "8.7526+3.057i", + "8.8233+3.0892i", + "9.4706+3.3494i", + "10.527+3.7556i", + "11.2007+4.0009i", + "11.4865+4.0858i", + "11.1041+3.8822i", + "10.7457+3.6993i", + "10.6912+3.6543i", + "10.8238+3.6849i", + "11.3061+3.867i", + "12.2369+4.2307i", + "13.3187+4.6656i", + "14.4362+5.1226i", + "15.6248+5.6291i", + "16.5791+6.0598i", + "16.7418+6.1661i", + "16.7977+6.2143i", + "15.956+5.8947i", + "14.5728+5.3712i", + "12.7308+4.6417i", + "11.3689+4.1021i", + "10.3918+3.7091i", + "9.7099+3.4385i", + "9.3269+3.2893i", + "9.2293+3.2456i", + "9.5151+3.345i", + "10.2007+3.5829i", + "10.8231+3.8028i", + "11.0818+3.894i", + "11.1779+3.9084i", + "11.0234+3.8132i", + "11.0602+3.7942i", + "11.1058+3.7855i", + "11.9417+4.1071i", + "12.8695+4.466i", + "14.0513+4.9394i", + "15.2982+5.452i", + "16.4554+5.9419i", + "16.9462+6.1671i", + "17.0777+6.2689i", + "17.1266+6.3291i", + "16.3998+6.06i", + "14.826+5.4558i", + "13.0938+4.7854i", + "11.6891+4.2316i", + "10.1906+3.5939i", + "9.3708+3.2637i", + "8.8974+3.0722i", + "8.7498+3.0107i", + "9.0963+3.1378i", + "9.9655+3.4644i", + "10.3273+3.5744i", + "10.4492+3.5912i", + "10.4014+3.5314i", + "10.4913+3.5377i", + "10.9321+3.693i", + "11.607+3.9492i", + "12.8407+4.4389i", + "14.3791+5.0543i", + "15.856+5.656i", + "17.2955+6.2559i", + "18.5283+6.7833i", + "19.1757+7.0837i", + "19.1492+7.1133i", + "18.9641+7.0655i", + "17.7961+6.6161i", + "15.8343+5.8427i", + "13.8256+5.0448i", + "12.1982+4.3946i", + "10.9096+3.8772i", + "10.1696+3.5818i", + "9.6942+3.3932i", + "9.3936+3.2659i", + "9.787+3.4093i", + "10.7556+3.7743i", + "11.1387+3.8882i", + "11.2927+3.9143i", + "11.2586+3.8631i", + "11.2977+3.8529i", + "11.6475+3.9672i", + "12.3918+4.251i", + "13.5373+4.7042i", + "14.6145+5.1309i", + "15.8347+5.6356i", + "17.1099+6.1718i", + "18.0892+6.5973i", + "18.4179+6.7674i", + "18.2751+6.759i", + "17.9591+6.6584i", + "16.9763+6.2829i", + "15.2062+5.5862i", + "13.2208+4.7978i", + "11.7055+4.1933i", + "10.5347+3.7144i", + "9.718+3.3847i", + "9.2838+3.2101i", + "9.1515+3.1561i", + "9.4372+3.2577i", + "10.3667+3.6101i", + "10.9876+3.8263i", + "11.1489+3.8642i", + "11.1128+3.8199i", + "11.1645+3.8237i", + "11.6527+4.0067i", + "12.1896+4.2103i", + "13.0653+4.5588i", + "14.1886+5.0095i", + "15.447+5.5235i", + "16.7402+6.0623i", + "17.6938+6.4717i", + "18.0314+6.6375i", + "17.8872+6.6184i", + "17.4452+6.458i", + "16.5527+6.1109i", + "15.1103+5.5428i", + "13.4543+4.8866i", + "12.0224+4.3145i", + "10.7018+3.7671i", + "9.8174+3.4106i", + "9.1652+3.147i", + "8.8593+3.023i", + "8.7733+2.9803i", + "8.9931+3.0546i", + "8.966+3.0263i", + "9.537+3.2424i", + "9.8163+3.336i", + "10.2483+3.496i", + "10.9569+3.77i", + "11.7225+4.0705i", + "12.8881+4.5393i", + "14.1523+5.0482i", + "15.5127+5.6038i", + "16.7884+6.131i", + "17.7823+6.5462i", + "18.3452+6.7918i", + "18.0223+6.6834i", + "17.5325+6.4956i", + "16.5811+6.1217i", + "15.0852+5.5282i", + "13.4819+4.8876i", + "11.9471+4.2725i", + "11.125+3.9685i", + "10.1168+3.5613i", + "9.5754+3.3426i", + "9.1579+3.1743i", + "8.9729+3.0954i", + "8.9415+3.0647i", + "8.5909+2.899i", + "9.2271+3.1371i", + "9.3004+3.125i", + "9.4806+3.1692i", + "10.3275+3.4852i", + "11.2082+3.8207i", + "12.6647+4.4038i", + "14.1808+5.0051i", + "15.5515+5.5588i", + "16.6953+6.0297i", + "18.0309+6.6018i", + "18.9378+7.0119i", + "18.7441+6.9665i", + "18.5325+6.9035i", + "17.4111+6.4629i", + "15.6357+5.7637i", + "13.5942+4.9468i", + "11.9142+4.2745i", + "10.8078+3.8285i", + "10.1935+3.5918i", + "9.8076+3.4433i", + "9.8049+3.4498i", + "10.3267+3.6591i", + "11.3078+4.0272i", + "11.9714+4.254i", + "12.3502+4.3721i", + "12.2741+4.2741i", + "12.2588+4.2093i", + "12.746+4.3642i", + "13.3344+4.5519i", + "14.485+4.9974i", + "15.8485+5.5321i", + "17.049+6.0099i", + "18.4418+6.5943i", + "19.225+6.9333i", + "19.667+7.1561i", + "19.4683+7.131i", + "19.2935+7.1067i", + "18.1328+6.6725i", + "16.5031+6.0636i", + "14.4951+5.2838i", + "12.9423+4.6788i", + "12.1054+4.3736i", + "11.1707+3.9935i", + "10.5272+3.7335i", + "10.3177+3.6425i", + "10.3906+3.6474i", + "11.1306+3.9036i", + "11.5635+4.0265i", + "11.6478+4.0136i", + "11.4699+3.8826i", + "11.6035+3.8936i", + "12.1582+4.0843i", + "13.1529+4.468i", + "14.4818+4.9928i", + "15.7758+5.5079i", + "17.0839+6.0456i", + "18.4028+6.6095i", + "19.3891+7.0455i", + "19.8242+7.2708i", + "19.7604+7.3107i", + "19.4476+7.2155i", + "18.2451+6.7596i", + "16.5034+6.088i", + "14.4442+5.2798i", + "12.8982+4.6671i", + "11.7714+4.2176i", + "10.9045+3.8705i", + "10.3418+3.6452i", + "10.1323+3.5622i", + "10.5597+3.7273i", + "11.479+4.0703i", + "12.1999+4.3273i", + "12.3279+4.3474i", + "11.9392+4.1356i", + "11.8066+4.0411i", + "12.1143+4.1387i", + "12.4055+4.2267i", + "13.3752+4.609i", + "14.4286+5.0234i", + "15.6057+5.4943i", + "16.654+5.9375i", + "17.8312+6.4511i", + "18.3396+6.7084i", + "18.2937+6.7361i", + "18.3493+6.7916i", + "17.1877+6.3409i", + "15.5244+5.6968i", + "13.6479+4.9574i", + "12.14+4.3601i", + "11.2765+4.0275i", + "10.5296+3.7314i", + "10.1103+3.5663i", + "9.8857+3.4719i", + "10.2717+3.6143i", + "11.2254+3.9652i", + "11.8423+4.1719i", + "11.7602+4.0957i", + "11.6911+4.0147i", + "11.6481+3.9584i", + "11.7967+3.9864i", + "12.2592+4.1557i", + "13.3841+4.5999i", + "14.6573+5.1059i", + "15.9418+5.6329i", + "17.4503+6.2604i", + "18.4904+6.7125i", + "19.049+6.9795i", + "18.9589+7.0007i", + "18.7503+6.946i", + "17.7852+6.5828i", + "16.1394+5.9471i", + "14.0979+5.1445i", + "12.4813+4.5017i", + "11.1522+3.9511i", + "10.33+3.6219i", + "9.8188+3.416i", + "9.5527+3.3056i", + "9.8508+3.4169i", + "10.6709+3.7259i", + "11.208+3.9086i", + "11.4955+3.9915i", + "11.5728+3.9807i", + "11.9631+4.1114i", + "12.4047+4.2643i", + "13.0108+4.4922i", + "14.0381+4.8964i", + "15.31+5.399i", + "16.6055+5.9261i", + "17.9777+6.4993i", + "18.7383+6.8307i", + "19.1329+7.027i", + "18.6409+6.8734i", + "18.2006+6.7253i", + "17.1495+6.3244i", + "15.5851+5.7111i", + "13.8691+5.0355i", + "12.3742+4.4429i", + "11.0643+3.911i", + "10.0527+3.5023i", + "9.4102+3.2437i", + "8.9519+3.0573i", + "8.8661+3.0172i", + "9.0292+3.07i", + "8.9349+3.0155i", + "9.49+3.2281i", + "9.9657+3.3996i", + "10.0246+3.4026i", + "10.4959+3.5748i", + "11.6892+4.0456i", + "13.1458+4.6289i", + "14.6343+5.228i", + "16.099+5.8244i", + "17.4435+6.3778i", + "18.3811+6.7694i", + "18.9655+7.0241i", + "18.4368+6.836i", + "17.8012+6.5947i", + "16.5693+6.1062i", + "14.9816+5.4749i", + "13.3697+4.8324i", + "11.8846+4.2385i", + "10.5441+3.6922i", + "9.623+3.3201i", + "8.9324+3.042i", + "8.5499+2.8881i", + "8.4164+2.8329i", + "8.546+2.8798i", + "8.4048+2.8203i", + "8.8292+2.992i", + "9.5259+3.2612i", + "9.8039+3.3563i", + "10.6088+3.6623i", + "11.8297+4.1427i", + "13.2888+4.728i", + "14.6499+5.275i", + "16.0924+5.8585i", + "17.2153+6.3141i", + "18.0834+6.6733i", + "18.4264+6.8234i", + "17.7805+6.5779i", + "17.3194+6.4008i", + "16.1182+5.917i", + "14.7293+5.3689i", + "13.0613+4.705i", + "11.659+4.1442i", + "11.1661+4.0054i", + "10.6194+3.8039i", + "10.0127+3.5692i", + "9.9654+3.5505i", + "10.0452+3.5824i", + "10.1988+3.6188i", + "9.682+3.3608i", + "9.9643+3.449i", + "10.1737+3.4855i", + "10.5615+3.5875i", + "11.4007+3.8852i", + "12.2689+4.1872i", + "13.696+4.7402i", + "14.8608+5.1922i", + "16.0547+5.6758i", + "17.0146+6.0678i", + "17.7146+6.3724i", + "18.3995+6.6911i", + "18.0596+6.6048i", + "17.9358+6.5896i", + "17.2273+6.3475i", + "15.6359+5.7485i", + "13.9489+5.1012i", + "12.6316+4.5915i", + "11.3219+4.0466i", + "10.5221+3.7259i", + "10.0796+3.547i", + "9.9277+3.4815i", + "10.248+3.5928i", + "11.0738+3.8785i", + "11.5507+4.0106i", + "11.837+4.0794i", + "12.0693+4.1165i", + "12.3183+4.1738i", + "12.9356+4.385i", + "13.6022+4.6255i", + "14.8342+5.1142i", + "15.8653+5.5134i", + "17.1987+6.0578i", + "18.5873+6.6528i", + "19.7279+7.1606i", + "20.4584+7.5207i", + "20.4424+7.5816i", + "20.2406+7.5327i", + "18.7632+6.9668i", + "16.9381+6.2638i", + "14.8811+5.4587i", + "13.2854+4.8277i", + "12.0515+4.3302i", + "11.2226+4.0039i", + "10.7542+3.8189i", + "10.5566+3.7416i", + "10.9452+3.8915i", + "12.0003+4.2962i", + "12.3919+4.3959i", + "12.4711+4.3768i", + "12.3836+4.2659i", + "12.4133+4.2123i", + "13.2142+4.4916i", + "14.0355+4.7888i", + "15.2464+5.2641i", + "16.535+5.7604i", + "17.9849+6.3394i", + "18.1754+6.4312i", + "18.4773+6.5964i", + "19.0609+6.913i", + "19.3318+7.0982i", + "19.4134+7.1723i", + "18.5935+6.8739i", + "17.0928+6.3159i", + "15.1+5.5369i", + "13.5375+4.9249i", + "12.2294+4.3934i", + "11.3835+4.0579i", + "10.8373+3.8402i", + "10.659+3.7679i", + "10.9532+3.8724i", + "11.885+4.2132i", + "12.433+4.3812i", + "12.5164+4.3685i", + "12.5531+4.3253i", + "12.8273+4.3899i", + "13.2705+4.5377i", + "13.5943+4.6393i", + "14.687+5.0766i", + "15.679+5.4617i", + "16.8778+5.9554i", + "17.902+6.3904i", + "18.7016+6.7558i", + "19.0788+6.9598i", + "19.0171+6.9961i", + "18.9828+7.0119i", + "18.1295+6.6955i", + "16.409+6.034i", + "14.4222+5.2552i", + "12.8966+4.6556i", + "11.6869+4.1653i", + "10.89+3.8473i", + "10.3477+3.6316i", + "10.1276+3.5396i", + "10.3752+3.6247i", + "11.1633+3.9123i", + "11.5693+4.0278i", + "11.8699+4.1134i", + "12.1349+4.1776i", + "12.4347+4.2661i", + "12.9187+4.434i", + "13.6257+4.7022i", + "14.7744+5.1634i", + "15.7194+5.5398i", + "16.8674+6.0116i", + "18.0633+6.5181i", + "18.8808+6.875i", + "19.0083+6.9632i", + "18.6184+6.8561i", + "18.2633+6.7367i", + "17.205+6.3303i", + "15.7613+5.7723i", + "14.0754+5.1127i", + "12.5246+4.4982i", + "11.9946+4.3446i", + "11.2315+4.0487i", + "10.6444+3.8189i", + "10.2692+3.6695i", + "10.3105+3.6911i", + "10.5329+3.766i", + "10.6013+3.7894i", + "11.3251+4.0887i", + "11.5425+4.1363i", + "11.6026+4.1029i", + "11.7702+4.1084i", + "12.1963+4.2453i", + "12.8686+4.5133i", + "13.3645+4.6992i", + "13.8269+4.8746i", + "14.388+5.0907i", + "14.6759+5.2133i", + "15.0289+5.3737i", + "14.6882+5.2684i", + "14.5697+5.2453i", + "13.7507+4.9355i", + "12.9154+4.6388i", + "12.0751+4.3409i", + "11.0609+3.9601i", + "10.5471+3.7847i", + "9.7598+3.47i", + "9.2725+3.2762i", + "8.9448+3.1462i", + "9.068+3.1941i", + "9.1697+3.227i", + "8.8347+3.0692i", + "9.2166+3.2164i", + "9.1479+3.1707i", + "8.9593+3.0764i", + "9.008+3.0823i", + "9.2291+3.1613i", + "9.6577+3.328i", + "10.5129+3.6725i", + "11.5954+4.1158i", + "12.8165+4.6159i", + "13.5743+4.9281i", + "14.4182+5.2817i", + "14.4481+5.3061i", + "14.8061+5.4617i", + "14.0372+5.1643i", + "12.8276+4.6874i", + "11.379+4.1154i", + "10.2418+3.6631i", + "9.5753+3.3972i", + "9.4435+3.353i", + "9.1564+3.2417i", + "9.3009+3.3028i", + "9.6565+3.4436i", + "10.8317+3.902i", + "11.595+4.1809i", + "11.6864+4.1952i", + "11.7366+4.1723i", + "11.0503+3.8491i", + "10.6283+3.6428i", + "10.4435+3.5376i", + "11.1288+3.8066i", + "11.6639+4.0094i", + "12.505+4.3433i", + "13.4842+4.7484i", + "14.5183+5.1923i", + "15.231+5.5238i", + "15.4101+5.6392i", + "15.6249+5.7468i", + "14.8433+5.4567i", + "13.6243+4.9928i", + "12.0903+4.3933i", + "11.0624+3.9916i", + "10.4498+3.748i", + "9.8918+3.5232i", + "9.459+3.3474i", + "9.4258+3.3298i", + "9.7989+3.4691i", + "10.9404+3.9127i", + "11.634+4.1646i", + "11.6256+4.1347i", + "11.5412+4.0756i", + "11.4321+4.0125i", + "11.3561+3.9662i", + "10.7345+3.6983i", + "10.8262+3.7235i", + "11.2744+3.8975i", + "11.9737+4.1844i", + "12.9033+4.5726i", + "13.4458+4.809i", + "13.9495+5.0409i", + "14.5103+5.3055i", + "15.029+5.5343i", + "14.286+5.2505i", + "13.05+4.7655i", + "11.6079+4.1934i", + "10.4162+3.7174i", + "9.8383+3.4951i", + "9.3193+3.2853i", + "8.9837+3.1527i", + "8.9331+3.1304i", + "9.3622+3.2947i", + "10.3803+3.6879i", + "11.0762+3.9383i", + "11.2952+4.0021i", + "11.1723+3.9199i", + "10.7867+3.7384i", + "10.6532+3.6609i", + "10.6327+3.6385i", + "11.2005+3.8587i", + "11.7748+4.0794i", + "12.5129+4.3762i", + "13.6621+4.8603i", + "14.7316+5.3149i", + "15.4746+5.6461i", + "15.6448+5.7562i", + "15.9717+5.9095i", + "15.2544+5.6418i", + "13.7669+5.0552i", + "12.1444+4.4096i", + "10.9893+3.9502i", + "9.993+3.5377i", + "9.3827+3.2928i", + "9.0181+3.1483i", + "8.8885+3.0939i", + "9.1547+3.1903i", + "10.121+3.5523i", + "10.6705+3.7347i", + "10.839+3.7671i", + "10.7735+3.7007i", + "10.623+3.604i", + "10.8144+3.6522i", + "11.2225+3.7968i", + "12.2709+4.2112i", + "13.8342+4.837i", + "15.0507+5.3315i", + "16.7147+6.0237i", + "17.7889+6.4842i", + "18.3807+6.7604i", + "18.1747+6.7303i", + "18.025+6.7007i", + "16.8001+6.2328i", + "15.0923+5.5651i", + "13.2715+4.8456i", + "11.7755+4.2508i", + "10.3865+3.6479i", + "9.5571+3.3135i", + "9.062+3.1165i", + "8.8937+3.0453i", + "9.1644+3.1406i", + "9.9799+3.4365i", + "10.4312+3.5732i", + "10.524+3.5746i", + "10.8891+3.6841i", + "11.234+3.7943i", + "11.7881+3.995i", + "12.8669+4.4214i", + "14.202+4.9559i", + "15.9137+5.6463i", + "17.6363+6.3533i", + "19.2091+7.0148i", + "19.8054+7.2871i", + "19.8905+7.3559i", + "19.284+7.1579i", + "18.8179+6.9948i", + "17.4938+6.4838i", + "15.7511+5.7987i", + "13.9705+5.0921i", + "12.2941+4.4209i", + "11.239+4.0172i", + "10.4523+3.7097i", + "9.867+3.4819i", + "9.5001+3.34i", + "9.3744+3.2852i", + "9.5874+3.3565i", + "9.4654+3.2896i", + "10.2584+3.6055i", + "10.6909+3.7422i", + "10.8376+3.7482i", + "11.0262+3.7704i", + "11.7616+4.033i", + "13.2316+4.6134i", + "14.7332+5.2087i", + "16.1673+5.7895i", + "17.2823+6.2456i", + "17.9259+6.5149i", + "18.0246+6.5787i", + "17.5156+6.4151i", + "16.6105+6.0543i", + "15.5423+5.6547i", + "14.2984+5.1923i", + "13.0287+4.7106i", + "11.7874+4.2317i", + "11.329+4.1106i", + "10.4092+3.739i", + "9.8458+3.5113i", + "9.3679+3.3175i", + "9.2193+3.2469i", + "9.1196+3.1837i", + "8.6625+2.9659i", + "8.8193+3.0053i", + "8.985+3.031i", + "9.1869+3.0831i", + "9.3264+3.119i", + "10.0823+3.4132i", + "11.2077+3.8636i", + "12.5704+4.4103i", + "13.3575+4.74i", + "14.046+5.03i", + "14.8018+5.3662i", + "15.6803+5.7643i", + "15.9596+5.9157i", + "15.9097+5.9061i", + "14.9663+5.5395i", + "13.6728+5.0368i", + "12.1299+4.4245i", + "10.9432+3.9532i", + "10.4216+3.7546i", + "9.9844+3.5942i", + "9.8389+3.5481i", + "9.8652+3.5608i", + "10.417+3.7758i", + "11.456+4.1638i", + "12.1099+4.3817i", + "12.3947+4.4859i", + "12.5605+4.5174i", + "11.9124+4.2032i", + "11.6174+4.0495i", + "11.437+3.9334i", + "11.6117+3.9954i", + "12.2835+4.2513i", + "13.0983+4.5864i", + "13.6852+4.8302i", + "13.8272+4.8968i", + "14.0535+5.0122i", + "14.0121+5.0089i", + "14.0478+5.0305i", + "13.6108+4.9116i", + "12.6217+4.5542i", + "11.6332+4.1994i", + "10.7371+3.8677i", + "10.2917+3.69i", + "9.7072+3.4572i", + "9.3861+3.3297i", + "9.4606+3.3618i", + "9.4823+3.3659i", + "10.5696+3.785i", + "11.2284+4.0215i", + "11.3699+4.0518i", + "10.9437+3.8323i", + "10.6567+3.6768i", + "10.4803+3.582i", + "10.3603+3.5092i", + "10.8077+3.6838i", + "11.5943+3.9938i", + "12.5795+4.4069i", + "13.2575+4.6941i", + "14.1003+5.0592i", + "14.8249+5.3941i", + "15.2646+5.609i", + "15.3817+5.6728i", + "14.521+5.346i", + "13.4515+4.9385i", + "11.9572+4.3488i", + "10.8494+3.9102i", + "10.1506+3.6475i", + "9.7115+3.4746i", + "9.3635+3.3371i", + "9.3938+3.3492i", + "9.8279+3.5183i", + "10.753+3.8652i", + "11.3893+4.0834i", + "11.4449+4.0714i", + "11.1192+3.8972i", + "10.9986+3.8154i", + "10.9701+3.7744i", + "10.5845+3.5955i", + "10.97+3.7488i", + "11.4013+3.917i", + "12.1528+4.2284i", + "12.9602+4.567i", + "13.8336+4.9472i", + "14.3829+5.2085i", + "14.8915+5.4625i", + "15.0797+5.555i", + "14.3226+5.2699i", + "13.1117+4.8041i", + "11.7909+4.2888i", + "10.6667+3.8466i", + "10.7497+3.8833i", + "9.3894+3.331i", + "9.1865+3.2528i", + "9.1385+3.2321i", + "9.5935+3.408i", + "10.5912+3.7868i", + "11.325+4.0469i", + "11.0625+3.9097i", + "11.0994+3.9014i", + "11.1504+3.9042i", + "10.7548+3.7274i", + "10.6646+3.6823i", + "10.8863+3.762i", + "11.0803+3.8333i", + "11.3698+3.9523i", + "12.3946+4.3831i", + "13.0826+4.6825i", + "13.4629+4.863i", + "14.1939+5.1949i", + "14.4991+5.3344i", + "13.9283+5.1213i", + "12.7854+4.6769i", + "11.4057+4.1317i", + "10.7386+3.8695i", + "9.9125+3.525i", + "9.3282+3.2895i", + "8.8051+3.0791i", + "8.7318+3.0484i", + "9.1875+3.2279i", + "10.1564+3.5997i", + "10.7315+3.8014i", + "10.8594+3.8272i", + "10.919+3.8319i", + "10.6755+3.7165i", + "10.5764+3.6625i", + "10.6535+3.6861i", + "11.0333+3.8343i", + "11.7477+4.1199i", + "12.6853+4.5048i", + "13.3777+4.7949i", + "13.8404+4.999i", + "14.3146+5.2171i", + "14.5252+5.3296i", + "14.5474+5.3524i", + "13.8565+5.0863i", + "12.8766+4.704i", + "11.6803+4.23i", + "10.4735+3.7464i", + "9.6177+3.3909i", + "9.2241+3.2349i", + "8.7832+3.0586i", + "8.6207+2.9942i", + "8.656+3.0066i", + "9.0414+3.1548i", + "9.1862+3.2022i", + "9.628+3.3777i", + "9.6726+3.381i", + "9.6267+3.3457i", + "9.5445+3.2942i", + "9.7956+3.3849i", + "10.4065+3.6278i", + "11.3594+4.0107i", + "12.7041+4.5577i", + "13.6831+4.9565i", + "14.4731+5.2834i", + "14.9992+5.5075i", + "15.0159+5.5315i", + "14.6665+5.3939i", + "13.8338+5.0679i", + "12.79+4.658i", + "11.4849+4.1406i", + "10.2806+3.6577i", + "9.9161+3.55i", + "9.3559+3.3251i", + "8.7311+3.0714i", + "8.5009+2.9783i", + "8.4573+2.9578i", + "8.5206+2.9687i", + "8.1698+2.8052i", + "8.534+2.9376i", + "8.5934+2.9335i", + "8.7191+2.9586i", + "9.0441+3.0689i", + "9.5781+3.272i", + "10.3011+3.5588i", + "10.7199+3.7179i", + "11.7834+4.1511i", + "13.0488+4.6696i", + "14.5512+5.2988i", + "15.4416+5.6888i", + "15.8102+5.8696i", + "15.6659+5.8245i", + "14.7508+5.4668i", + "13.3377+4.9089i", + "11.7949+4.2928i", + "10.5696+3.8039i", + "9.6221+3.3925i", + "9.0769+3.1742i", + "8.7772+3.0546i", + "8.8239+3.075i", + "9.2162+3.2339i", + "10.3585+3.6834i", + "11.4389+4.099i", + "11.6717+4.173i", + "11.3601+4.008i", + "11.1219+3.8772i", + "11.8207+4.1337i", + "11.2953+3.8927i", + "11.7445+4.062i", + "12.4013+4.309i", + "13.262+4.6502i", + "14.1272+5.0031i", + "14.9976+5.378i", + "15.5192+5.6309i", + "15.9018+5.8304i", + "15.739+5.7861i", + "15.8427+5.8532i", + "16.1914+6.0224i", + "11.7999+4.2526i", + "10.5936+3.7733i", + "9.7239+3.4167i", + "9.4813+3.3203i", + "8.9859+3.1204i", + "8.856+3.0638i", + "9.1816+3.1831i", + "9.9161+3.4523i", + "10.6794+3.7254i", + "10.4828+3.6107i", + "10.7408+3.6829i", + "10.9945+3.7655i", + "11.2041+3.8272i", + "11.6184+3.9761i", + "12.6613+4.3833i", + "13.4741+4.7024i", + "14.8739+5.2727i", + "16.2282+5.8346i", + "17.4229+6.342i", + "17.8419+6.5495i", + "18.0237+6.6735i", + "17.619+6.5316i", + "17.8471+6.6485i", + "18.1435+6.7923i", + "12.8575+4.6568i", + "11.4227+4.083i", + "10.6636+3.801i", + "9.8771+3.4851i", + "9.3961+3.2947i", + "9.2277+3.223i", + "9.4761+3.3097i", + "10.4176+3.6567i", + "11.2411+3.9427i", + "11.0608+3.8257i", + "11.3867+3.9202i", + "11.4511+3.9112i", + "11.8555+4.043i", + "12.427+4.2508i", + "13.0938+4.5081i", + "14.0092+4.8591i", + "15.3395+5.3999i", + "16.6343+5.9543i", + "17.7163+6.4311i", + "17.9165+6.5609i", + "18.3675+6.8035i", + "17.8797+6.6314i", + "16.9003+6.2669i", + "16.9802+6.3259i", + "13.3279+4.8605i", + "11.9188+4.3027i", + "11.2789+4.0715i", + "10.5398+3.7783i", + "10.1098+3.608i", + "9.9456+3.5393i", + "10.334+3.6869i", + "11.3678+4.0732i", + "12.1448+4.338i", + "12.044+4.2568i", + "11.9358+4.1725i", + "11.8682+4.1149i", + "11.7725+4.051i", + "11.812+4.0555i", + "12.3161+4.2515i", + "12.67+4.3857i", + "13.2295+4.6196i", + "13.9013+4.9101i", + "14.323+5.1047i", + "14.8836+5.3758i", + "15.6269+5.7316i", + "15.5372+5.7166i", + "14.8482+5.4634i", + "13.7348+5.0349i", + "12.2946+4.4711i", + "11.1628+4.0252i", + "10.4865+3.7663i", + "9.8984+3.5293i", + "9.5379+3.3844i", + "9.4104+3.33i", + "9.8575+3.5018i", + "10.9237+3.9124i", + "11.838+4.2505i", + "11.8962+4.2436i", + "11.8234+4.1896i", + "12.0992+4.2852i", + "12.0347+4.2423i", + "11.6612+4.0802i", + "11.6731+4.0775i", + "11.6108+4.0433i", + "11.7167+4.0866i", + "12.1043+4.256i", + "12.5277+4.4442i", + "12.7815+4.5759i", + "13.7044+4.9894i", + "13.6187+4.97i", + "13.1739+4.8084i", + "12.3483+4.4911i", + "11.3042+4.0826i", + "10.2751+3.675i", + "9.7575+3.4845i", + "9.1516+3.2384i", + "8.7312+3.0682i", + "8.5173+2.9805i", + "8.6197+3.0202i", + "9.0593+3.1933i", + "9.4451+3.3415i", + "10.1893+3.6378i", + "10.3488+3.6973i", + "10.3404+3.6903i", + "10.1332+3.6018i", + "9.8986+3.5033i", + "9.6278+3.3911i", + "9.6101+3.3812i", + "9.8644+3.4851i", + "10.2329+3.6382i", + "10.444+3.7281i", + "11.1171+4.0087i", + "12.1836+4.4516i", + "12.1215+4.4306i", + "11.5719+4.2113i", + "10.8088+3.9047i", + "9.8479+3.5168i", + "9.0568+3.1972i", + "9.2328+3.3072i", + "8.7561+3.1151i", + "8.329+2.9431i", + "8.1677+2.8777i", + "8.2215+2.897i", + "8.4615+2.9903i", + "8.4602+2.9824i", + "8.3712+2.9421i", + "8.5041+2.9925i", + "8.2629+2.8894i", + "8.1359+2.833i", + "8.0825+2.8071i", + "8.0633+2.7977i", + "8.0381+2.7855i", + "8.6228+3.0219i", + "9.4893+3.3739i", + "10.0375+3.601i", + "11.0226+4.0051i", + "12.2559+4.5129i", + "12.2956+4.5326i", + "11.6728+4.2841i", + "10.751+3.9157i", + "9.6963+3.492i", + "9.0985+3.2538i", + "8.5612+3.0356i", + "8.306+2.9406i", + "8.1784+2.8919i", + "8.3246+2.9546i", + "9.0337+3.2431i", + "9.9882+3.6182i", + "10.9328+3.9787i", + "10.9768+3.9856i", + "10.452+3.7536i", + "9.851+3.4856i", + "9.4829+3.3177i", + "9.0148+3.1061i", + "8.9253+3.0584i", + "9.475+3.2703i", + "9.5694+3.3008i", + "10.0669+3.506i", + "10.5777+3.7231i", + "11.5194+4.1246i", + "12.8332+4.6748i", + "12.677+4.6214i", + "12.2706+4.488i", + "11.3343+4.1299i", + "10.2704+3.7182i", + "8.9302+3.1861i", + "8.4821+3.0165i", + "8.2302+2.9159i", + "7.9757+2.8146i", + "8.1464+2.885i", + "8.5162+3.0318i", + "9.5578+3.4328i", + "10.1622+3.6493i", + "9.9758+3.555i", + "9.8256+3.4694i", + "9.667+3.3859i", + "8.8879+3.0554i", + "8.4447+2.8626i", + "8.9593+3.0684i", + "9.1326+3.1269i", + "9.6088+3.3307i", + "9.9868+3.4872i", + "10.8468+3.8514i", + "11.8984+4.3097i", + "13.442+4.9636i", + "13.3823+4.9463i", + "12.7521+4.7072i", + "11.8105+4.3411i", + "10.3477+3.7602i", + "9.5603+3.4502i", + "9.1143+3.2585i", + "8.6716+3.0803i", + "8.3733+2.9604i", + "8.4042+2.9725i", + "8.8127+3.1332i", + "9.8365+3.5287i", + "10.7241+3.8609i", + "10.239+3.638i", + "9.7871+3.4284i", + "9.3744+3.2426i", + "9.2068+3.1612i", + "9.1717+3.1364i", + "9.3461+3.2021i", + "9.749+3.3587i", + "10.0334+3.4728i", + "10.9069+3.8384i", + "11.6388+4.1564i", + "12.6082+4.5782i", + "13.8205+5.1007i", + "13.5844+5.0143i", + "12.9356+4.7673i", + "11.969+4.391i", + "10.7486+3.9063i", + "9.8032+3.5308i", + "9.196+3.2893i", + "8.7335+3.1041i", + "8.5155+3.0167i", + "8.5604+3.0354i", + "9.1453+3.2679i", + "10.19+3.6708i", + "11.0735+3.9969i", + "10.594+3.7714i", + "10.1036+3.5469i", + "10.0149+3.493i", + "9.692+3.3484i", + "9.462+3.2442i", + "9.6435+3.314i", + "9.8091+3.374i", + "10.31+3.5846i", + "10.8903+3.8353i", + "11.5749+4.1341i", + "12.4782+4.5277i", + "13.514+4.9728i", + "13.3069+4.8968i", + "12.6409+4.6423i", + "11.5687+4.2231i", + "10.3464+3.7402i", + "9.4462+3.3835i", + "8.8047+3.116i", + "8.2448+2.8897i", + "8.0924+2.8305i", + "8.1104+2.8351i", + "8.6135+3.032i", + "9.7317+3.4709i", + "10.7063+3.8442i", + "10.5615+3.7648i", + "10.5121+3.727i", + "10.0426+3.5259i", + "9.674+3.3662i", + "9.5432+3.3091i", + "9.6498+3.3473i", + "9.9943+3.4848i", + "10.336+3.6292i", + "10.9603+3.8935i", + "11.4462+4.1042i", + "12.1819+4.4231i", + "13.1343+4.8301i", + "12.8429+4.7203i", + "12.3092+4.5138i", + "11.5114+4.2006i", + "10.4852+3.7929i", + "9.5282+3.4101i", + "8.67+3.0513i", + "8.2171+2.8693i", + "7.8855+2.7358i", + "7.82+2.7095i", + "8.0388+2.7991i", + "8.5778+3.0175i", + "8.9432+3.1638i", + "9.1262+3.2406i", + "9.236+3.2831i", + "8.9004+3.1398i", + "8.8475+3.1109i", + "8.7738+3.0752i", + "8.6839+3.0361i", + "9.0955+3.2008i", + "9.876+3.5173i", + "10.4324+3.7412i", + "11.5765+4.2075i", + "11.9815+4.375i", + "12.8604+4.7366i", + "12.4225+4.558i", + "11.7074+4.2723i", + "10.9134+3.9551i", + "9.8916+3.5442i", + "8.9383+3.1593i", + "8.6596+3.0782i", + "8.1863+2.8867i", + "7.788+2.7253i", + "7.6353+2.6634i", + "7.6691+2.6751i", + "7.9398+2.7763i", + "7.9206+2.7572i", + "7.9557+2.7596i", + "7.9172+2.7298i", + "7.8347+2.6821i", + "7.6503+2.5973i", + "7.8518+2.6745i", + "8.2165+2.8145i", + "9.0792+3.1615i", + "9.9973+3.5309i", + "11.0062+3.9394i", + "12.3534+4.5005i", + "13.2871+4.8993i", + "14.0484+5.2262i", + "13.7052+5.0938i", + "12.8812+4.7686i", + "11.694+4.2957i", + "10.3344+3.7484i", + "9.3623+3.3577i", + "8.7703+3.1238i", + "8.5482+3.0479i", + "8.4268+3.0074i", + "8.5175+3.0454i", + "9.1232+3.2877i", + "10.0643+3.6428i", + "10.9723+3.9727i", + "11.0869+3.9976i", + "10.899+3.8975i", + "10.3454+3.6334i", + "10.0911+3.4994i", + "9.916+3.3904i", + "10.1658+3.4662i", + "10.9286+3.7612i", + "11.69+4.0563i", + "12.8629+4.5329i", + "13.9426+4.9901i", + "13.9234+5.0106i", + "13.9603+5.0384i", + "13.8546+5.0224i", + "13.4593+4.907i", + "12.0036+4.3577i", + "11.0906+4.0271i", + "10.3453+3.7523i", + "9.7225+3.5182i", + "9.0851+3.2607i", + "8.8378+3.1622i", + "8.7548+3.1246i", + "8.9738+3.1985i", + "10.1679+3.6543i", + "10.9131+3.9151i", + "10.5183+3.7134i", + "10.1084+3.5179i", + "9.7127+3.3323i", + "9.4795+3.212i", + "9.5219+3.213i", + "10.0707+3.4246i", + "10.6587+3.6532i", + "11.4699+3.9811i", + "12.4267+4.3856i", + "13.3256+4.7758i", + "13.8505+5.0234i", + "14.8837+5.4916i", + "14.4954+5.3587i", + "13.6659+5.0435i", + "12.5397+4.6099i", + "11.1356+4.0541i", + "10.0531+3.6242i", + "9.2904+3.3389i", + "8.6647+3.086i", + "8.372+2.97i", + "8.3489+2.9594i", + "8.7943+3.1318i", + "9.8808+3.5546i", + "10.708+3.861i", + "10.5981+3.791i", + "10.1634+3.5944i", + "9.82+3.4331i", + "9.5254+3.2951i", + "9.3604+3.218i", + "9.3578+3.2071i", + "9.6911+3.3331i", + "10.2622+3.5643i", + "10.6357+3.7271i", + "11.4625+4.0836i", + "12.1632+4.3953i", + "13.285+4.8852i", + "12.9331+4.7593i", + "12.2689+4.5059i", + "11.2837+4.1217i", + "10.0434+3.6296i", + "9.2204+3.3008i", + "8.5834+3.0483i", + "8.2462+2.9137i", + "8.1084+2.8614i", + "8.2385+2.9135i", + "8.7458+3.1128i", + "9.717+3.4907i", + "10.7588+3.8887i", + "10.4769+3.7484i", + "9.9495+3.5125i", + "9.7246+3.402i", + "9.2528+3.1914i", + "8.9673+3.0638i", + "9.0945+3.1067i", + "9.5166+3.274i", + "10.0477+3.4897i", + "10.6744+3.7562i", + "11.5206+4.1171i", + "12.1925+4.4135i", + "13.347+4.9119i", + "13.1379+4.842i", + "12.5716+4.6276i", + "11.5578+4.2303i", + "10.4254+3.7823i", + "9.5268+3.4234i", + "8.7539+3.1004i", + "8.2967+2.9192i", + "8.0751+2.8318i", + "8.1899+2.8794i", + "8.667+3.0676i", + "9.686+3.4677i", + "10.7179+3.8659i", + "10.6929+3.8404i", + "10.241+3.6386i", + "10.0892+3.5565i", + "9.7851+3.4145i", + "9.5452+3.303i", + "9.6728+3.3461i", + "10.1052+3.5154i", + "10.579+3.7042i", + "11.196+3.9613i", + "11.9829+4.2938i", + "12.4636+4.5083i", + "13.2505+4.8517i", + "12.8182+4.6902i", + "12.2429+4.4743i", + "11.408+4.1514i", + "10.3979+3.7561i", + "9.5058+3.4031i", + "8.8269+3.1279i", + "8.3071+2.9199i", + "8.0028+2.7988i", + "7.9756+2.7914i", + "8.2004+2.8837i", + "8.6633+3.0687i", + "9.0902+3.2362i", + "9.2982+3.3235i", + "9.4444+3.3804i", + "9.0033+3.1899i", + "8.5876+3.0069i", + "8.3838+2.9109i", + "8.6001+2.9953i", + "8.9397+3.1315i", + "9.7209+3.4471i", + "10.3659+3.7076i", + "11.0801+3.9985i", + "11.7335+4.2679i", + "12.4205+4.5485i", + "11.8899+4.3326i", + "11.3923+4.1414i", + "10.7128+3.8782i", + "9.7647+3.5015i", + "8.9377+3.1717i", + "8.6002+3.0595i", + "8.1628+2.8845i", + "7.8526+2.7624i", + "7.7228+2.7111i", + "7.7731+2.73i", + "8.033+2.8301i", + "8.2565+2.911i", + "8.3303+2.9343i", + "8.511+3.0029i", + "8.1293+2.8401i", + "7.7448+2.6722i", + "7.6278+2.6173i", + "7.7401+2.6589i", + "8.2047+2.848i", + "8.7074+3.0538i", + "9.584+3.4115i", + "10.6559+3.8517i", + "11.5438+4.2214i", + "12.5364+4.6334i", + "12.2044+4.5037i", + "11.5541+4.2463i", + "10.7424+3.9265i", + "9.6728+3.5003i", + "8.834+3.1642i", + "8.2061+2.9083i", + "7.836+2.7632i", + "7.8497+2.77i", + "8.1322+2.8865i", + "8.59+3.0704i", + "9.6417+3.4794i", + "10.7695+3.9074i", + "10.8062+3.8958i", + "10.2763+3.6483i", + "9.6112+3.3543i", + "9.4027+3.2573i", + "9.0997+3.1197i", + "9.1292+3.1218i", + "9.2523+3.1647i", + "9.7134+3.3469i", + "10.4566+3.658i", + "11.4287+4.0746i", + "12.2842+4.4513i", + "13.3399+4.9016i", + "12.9805+4.7646i", + "12.3963+4.5486i", + "11.4387+4.1806i", + "10.3131+3.74i", + "9.4636+3.4084i", + "8.7856+3.1309i", + "8.4481+2.9994i", + "8.2508+2.9222i", + "8.2997+2.9411i", + "8.8462+3.1592i", + "10.1057+3.6606i", + "11.1901+4.0741i", + "10.8511+3.8986i", + "10.2772+3.6298i", + "9.9592+3.4738i", + "9.5539+3.2932i", + "8.9916+3.0505i", + "9.2284+3.1401i", + "9.8144+3.3725i", + "10.553+3.6714i", + "11.3672+4.007i", + "12.2705+4.3858i", + "12.8413+4.637i", + "13.9322+5.1148i", + "13.5355+4.9779i", + "12.8287+4.7062i", + "11.726+4.2754i", + "10.4573+3.7752i", + "9.5705+3.4285i", + "9.1519+3.2803i", + "8.7557+3.1293i", + "8.5298+3.0421i", + "8.851+3.1746i", + "9.362+3.3781i", + "10.2824+3.7327i", + "11.3087+4.1132i", + "10.8129+3.8595i", + "10.2474+3.5844i", + "9.881+3.4046i", + "9.7121+3.3194i", + "9.8068+3.3469i", + "10.1812+3.4946i", + "11.0114+3.8231i", + "11.6754+4.0892i", + "11.9019+4.1884i", + "12.2251+4.3389i", + "12.7414+4.5745i", + "13.8425+5.0608i", + "13.6499+5.0117i", + "12.8307+4.6978i", + "11.796+4.3006i", + "10.6843+3.8716i", + "9.821+3.5393i", + "9.1722+3.2767i", + "8.6969+3.0881i", + "8.4156+2.9768i", + "8.4589+2.9956i", + "8.9615+3.1978i", + "10.1797+3.6808i", + "11.3674+4.138i", + "11.0747+3.9838i", + "10.5364+3.7338i", + "10.0379+3.5072i", + "9.7971+3.4011i", + "9.4265+3.2436i", + "9.5345+3.2844i", + "9.8904+3.4241i", + "10.2006+3.5462i", + "10.8448+3.8183i", + "11.4645+4.0813i", + "12.0593+4.3429i", + "13.1726+4.8179i", + "13.0133+4.7714i", + "12.299+4.4938i", + "11.3441+4.123i", + "10.2614+3.6989i", + "9.4008+3.3603i", + "8.6114+3.032i", + "8.1909+2.8648i", + "7.9371+2.7631i", + "7.9573+2.7725i", + "8.4545+2.9733i", + "9.6826+3.4648i", + "10.9664+3.9718i", + "10.8158+3.8894i", + "10.5634+3.7651i", + "10.1843+3.5975i", + "9.9377+3.4916i", + "9.5736+3.3387i", + "9.5972+3.3461i", + "9.9124+3.4718i", + "10.2124+3.5923i", + "10.7534+3.8165i", + "11.2981+4.047i", + "11.8728+4.2939i", + "12.7211+4.6569i", + "12.4236+4.5507i", + "11.9415+4.3625i", + "11.0898+4.0236i", + "10.1009+3.6294i", + "9.1973+3.2689i", + "8.632+3.0486i", + "8.12+2.8435i", + "7.8458+2.7344i", + "7.7376+2.6914i", + "7.9966+2.7975i", + "8.5091+3.0039i", + "9.0088+3.2013i", + "9.2723+3.312i", + "9.4825+3.3964i", + "9.3173+3.3202i", + "8.9776+3.1736i", + "8.6241+3.0244i", + "8.6689+3.0407i", + "8.9687+3.159i", + "9.6054+3.4178i", + "9.9853+3.5705i", + "10.5302+3.7917i", + "11.3268+4.1168i", + "12.0298+4.4008i", + "11.5864+4.2196i", + "11.1268+4.0414i", + "10.5092+3.7986i", + "9.6262+3.4489i", + "8.8084+3.1215i", + "8.4151+2.9811i", + "8.1223+2.8737i", + "7.8438+2.7647i", + "7.831+2.7627i", + "7.8537+2.7714i", + "8.097+2.8631i", + "8.4753+3.0054i", + "8.3069+2.9191i", + "8.286+2.9i", + "8.1127+2.8224i", + "7.7281+2.6586i", + "7.6126+2.6043i", + "7.6544+2.6144i", + "8.1758+2.826i", + "8.9285+3.1323i", + "9.955+3.5538i", + "11.1188+4.0285i", + "12.0626+4.4179i", + "12.8547+4.7485i", + "12.4778+4.599i", + "11.9158+4.3783i", + "10.9739+4.0043i", + "9.8297+3.552i", + "9.062+3.2519i", + "8.373+2.9657i", + "8.2173+2.9177i", + "8.11+2.8816i", + "8.2559+2.9405i", + "8.8166+3.1619i", + "9.9231+3.5844i", + "11.1051+4.0345i", + "11.1824+4.0426i", + "10.7256+3.8181i", + "10.2386+3.5809i", + "10.0663+3.4818i", + "9.8248+3.3516i", + "10.1354+3.4596i", + "10.5833+3.6228i", + "11.2751+3.8919i", + "12.2313+4.2921i", + "13.1743+4.6982i", + "13.5298+4.8704i", + "14.2881+5.2139i", + "13.7924+5.0441i", + "13.1136+4.8008i", + "12.1598+4.4473i", + "11.0069+4.0076i", + "10.1442+3.6771i", + "9.4549+3.3983i", + "9.0058+3.2225i", + "8.6987+3.0987i", + "8.7733+3.1333i", + "9.2696+3.334i", + "10.2185+3.686i", + "11.1533+4.02i", + "10.8253+3.8493i", + "10.1248+3.5153i", + "9.9917+3.4244i", + "9.9822+3.3851i", + "10.0184+3.3723i", + "10.7173+3.6487i", + "11.3818+3.8964i", + "12.5538+4.3857i", + "13.4191+4.746i", + "14.2598+5.1177i", + "14.5482+5.2862i", + "15.0936+5.5496i", + "14.5222+5.343i", + "13.7994+5.0822i", + "12.6872+4.6612i", + "11.2971+4.1172i", + "10.3352+3.7412i", + "9.4761+3.3886i", + "9.0099+3.2053i", + "8.6302+3.0529i", + "8.6279+3.0535i", + "9.158+3.2664i", + "10.1648+3.6478i", + "11.2029+4.0349i", + "11.0361+3.9403i", + "10.5952+3.7237i", + "10.2765+3.5514i", + "10.1588+3.4814i", + "10.263+3.5011i", + "10.628+3.6316i", + "11.3543+3.9061i", + "12.2053+4.2492i", + "13.1606+4.6589i", + "13.894+4.9869i", + "14.1048+5.1163i", + "15.0444+5.5378i", + "14.4873+5.3356i", + "13.6367+5.0159i", + "12.5331+4.5933i", + "11.225+4.0799i", + "10.2433+3.6937i", + "9.5712+3.4247i", + "9.0925+3.2378i", + "8.7296+3.0914i", + "8.7766+3.1146i", + "9.2892+3.3204i", + "10.1966+3.6604i", + "11.2024+4.0333i", + "10.8711+3.8613i", + "10.5001+3.6627i", + "10.2013+3.5016i", + "10.2585+3.5006i", + "10.2429+3.4641i", + "10.9465+3.7494i", + "11.7669+4.0612i", + "12.7238+4.4438i", + "13.7295+4.8563i", + "14.5766+5.2321i", + "14.886+5.4136i", + "15.4115+5.6658i", + "14.9073+5.4889i", + "14.1585+5.2164i", + "13.0081+4.7751i", + "11.5912+4.22i", + "10.6534+3.8586i", + "9.7251+3.4845i", + "9.1964+3.2795i", + "8.8333+3.1367i", + "8.721+3.0907i", + "9.158+3.2627i", + "10.0957+3.6187i", + "11.079+3.9763i", + "10.9928+3.9133i", + "11.1036+3.9328i", + "10.8692+3.8038i", + "10.7532+3.7227i", + "10.7865+3.7055i", + "11.0601+3.8027i", + "11.89+4.1258i", + "12.8741+4.5263i", + "13.8888+4.9495i", + "14.5674+5.2553i", + "14.3822+5.211i", + "14.4993+5.2878i", + "13.75+5.0063i", + "13.0294+4.7429i", + "12.2177+4.4438i", + "11.0994+4.0181i", + "9.9898+3.5844i", + "9.6077+3.4704i", + "9.117+3.2844i", + "8.6167+3.0806i", + "8.4448+3.0134i", + "8.6597+3.1044i", + "9.1418+3.2988i", + "9.4181+3.3862i", + "9.265+3.2936i", + "9.3815+3.342i", + "9.5281+3.4042i", + "9.1801+3.2294i", + "9.0305+3.1356i", + "9.1966+3.179i", + "9.6904+3.3661i", + "10.519+3.6985i", + "11.6399+4.1776i", + "12.3932+4.4868i", + "12.3258+4.4694i", + "12.4248+4.5156i", + "11.3001+4.0376i", + "10.3228+3.649i", + "9.8453+3.4935i", + "9.3063+3.3028i", + "8.7575+3.1118i", + "8.3746+2.9846i", + "7.8849+2.7858i", + "7.5127+2.6343i", + "7.3746+2.5781i", + "7.2046+2.5089i", + "7.4667+2.6143i", + "7.8565+2.7715i", + "7.7672+2.7331i", + "7.7262+2.7137i", + "7.5373+2.634i", + "7.4274+2.5877i", + "7.2792+2.5264i", + "7.3868+2.5702i", + "7.5708+2.6452i", + "8.1184+2.868i", + "8.8298+3.1594i", + "9.7977+3.5539i", + "10.8174+3.9709i", + "11.4599+4.2351i", + "11.2206+4.1384i", + "10.6625+3.912i", + "9.8561+3.5848i", + "8.8275+3.1671i", + "8.0608+2.8557i", + "7.705+2.7232i", + "7.4991+2.6471i", + "7.3564+2.5908i", + "7.3473+2.5837i", + "7.8936+2.7974i", + "9.0253+3.244i", + "10.4117+3.7962i", + "10.5193+3.8374i", + "10.1269+3.6591i", + "9.5842+3.4156i", + "9.0735+3.1836i", + "8.6604+2.9885i", + "8.6103+2.9567i", + "8.9825+3.1049i", + "9.2555+3.2062i", + "9.7958+3.4209i", + "10.6753+3.7858i", + "11.3909+4.0684i", + "12.2818+4.4462i", + "12.1014+4.3978i", + "11.7446+4.2837i", + "10.9625+3.9933i", + "9.9537+3.6076i", + "9.111+3.2812i", + "8.4585+3.0171i", + "7.9926+2.8294i", + "7.9381+2.8072i", + "7.9868+2.823i", + "8.447+2.9984i", + "9.3638+3.351i", + "10.9278+3.9648i", + "10.7452+3.8692i", + "10.1844+3.625i", + "9.4922+3.3286i", + "8.8377+3.0431i", + "8.6869+2.9709i", + "8.5776+2.9204i", + "8.9063+3.0527i", + "9.0158+3.1i", + "9.7162+3.3946i", + "10.6624+3.7994i", + "11.8302+4.2934i", + "12.8065+4.7127i", + "12.5547+4.6236i", + "12.0183+4.418i", + "11.1711+4.0858i", + "10.1266+3.6717i", + "9.3178+3.3498i", + "8.5284+3.0198i", + "8.1239+2.8583i", + "8.1441+2.868i", + "8.2295+2.9015i", + "8.6293+3.0603i", + "9.8601+3.5497i", + "11.286+4.1134i", + "11.0123+3.9814i", + "10.1721+3.6191i", + "9.2911+3.2449i", + "9.0529+3.1355i", + "8.5836+2.9383i", + "8.4755+2.8897i", + "8.5611+2.9244i", + "9.0435+3.1228i", + "9.7161+3.4061i", + "10.7004+3.8199i", + "11.9226+4.3343i", + "12.9281+4.7629i", + "12.7231+4.6889i", + "12.1047+4.4462i", + "11.1844+4.0783i", + "10.0249+3.6173i", + "9.1731+3.2771i", + "8.6248+3.0568i", + "8.2393+2.9031i", + "8.0677+2.8355i", + "8.1651+2.8726i", + "8.7603+3.1071i", + "9.9703+3.5832i", + "11.4806+4.1744i", + "11.452+4.1402i", + "10.6595+3.8008i", + "9.895+3.4822i", + "9.2156+3.1945i", + "8.7164+2.987i", + "8.7097+2.9806i", + "8.9527+3.0802i", + "9.4373+3.2822i", + "10.0871+3.5585i", + "11.1117+3.9896i", + "11.9043+4.3269i", + "12.27+4.4929i", + "11.9745+4.3829i", + "11.7157+4.2856i", + "11.0568+4.029i", + "9.9986+3.6066i", + "9.1956+3.2863i", + "8.4503+2.9677i", + "8.0749+2.8165i", + "7.9299+2.7582i", + "7.9843+2.7788i", + "8.6675+3.0523i", + "9.9071+3.5455i", + "11.3638+4.1198i", + "11.4685+4.1468i", + "10.8382+3.8757i", + "10.1502+3.5887i", + "9.5807+3.3506i", + "9.1212+3.1604i", + "9.0307+3.1214i", + "9.5812+3.3464i", + "10.048+3.5411i", + "10.4692+3.7216i", + "11.2881+4.0643i", + "12.1014+4.4036i", + "12.6664+4.6458i", + "12.1955+4.461i", + "11.7089+4.2703i", + "10.9406+3.9656i", + "9.8674+3.5364i", + "9.0233+3.197i", + "8.4893+2.9847i", + "8.0447+2.8036i", + "7.7188+2.6708i", + "7.6339+2.6362i", + "7.8619+2.7291i", + "8.425+2.9585i", + "9.2875+3.3099i", + "9.686+3.4723i", + "9.5293+3.4084i", + "9.1204+3.2419i", + "8.6993+3.0703i", + "8.475+2.9789i", + "8.4006+2.9486i", + "8.6044+3.0316i", + "9.1085+3.237i", + "9.7428+3.4955i", + "10.5692+3.8321i", + "11.3742+4.1601i", + "11.9882+4.4103i", + "11.4915+4.2079i", + "11.0133+4.0131i", + "10.2702+3.7103i", + "9.3356+3.3295i", + "8.5232+2.9985i", + "8.123+2.8577i", + "7.9233+2.7778i", + "7.6404+2.6635i", + "7.5316+2.6188i", + "7.5467+2.6238i", + "7.7655+2.7101i", + "8.2177+2.89i", + "8.5011+3.0037i", + "8.3422+2.9361i", + "7.9893+2.79i", + "7.5705+2.6162i", + "7.4722+2.5747i", + "7.6325+2.6394i", + "8.0442+2.8072i", + "8.7124+3.0797i", + "9.377+3.3531i", + "10.4194+3.7786i", + "11.5885+4.2556i", + "12.5056+4.6312i", + "12.1313+4.4807i", + "11.6208+4.2753i", + "10.903+3.9865i", + "10.1238+3.6729i", + "9.1425+3.2753i", + "8.6784+3.1041i", + "8.3394+2.9732i", + "8.048+2.8554i", + "7.9069+2.7905i", + "8.0267+2.8311i", + "8.6929+3.0823i", + "9.9489+3.5674i", + "10.7576+3.8876i", + "10.2043+3.6393i", + "9.6221+3.3803i", + "9.2547+3.2127i", + "9.0914+3.1176i", + "9.3125+3.195i", + "9.6559+3.3307i", + "10.0504+3.4883i", + "10.7234+3.7672i", + "11.4175+4.0587i", + "12.2543+4.4037i", + "13.1415+4.7869i", + "12.8624+4.6963i", + "12.579+4.6107i", + "11.9604+4.3845i", + "11.0502+4.0402i", + "10.0296+3.6422i", + "9.1937+3.2999i", + "8.6453+3.0782i", + "8.2373+2.9108i", + "8.044+2.8283i", + "8.0595+2.8228i", + "8.504+2.9822i", + "9.6672+3.4268i", + "10.3761+3.6884i", + "9.9209+3.4829i", + "9.4936+3.2952i", + "9.1091+3.122i", + "9.1511+3.1285i", + "9.3072+3.1865i", + "9.6665+3.3277i", + "10.3016+3.589i", + "10.9487+3.8648i", + "11.814+4.2382i", + "12.8615+4.6893i", + "13.7278+5.0702i", + "13.4053+4.9553i", + "12.9582+4.7851i", + "12.3057+4.5328i", + "11.2424+4.1118i", + "10.0672+3.6414i", + "9.2385+3.307i", + "8.7685+3.1198i", + "8.3698+2.9582i", + "8.2278+2.903i", + "8.274+2.9176i", + "8.6877+3.0631i", + "9.7278+3.4543i", + "10.4641+3.7263i", + "10.1854+3.5831i", + "9.9915+3.4808i", + "9.51+3.2736i", + "9.2991+3.1832i", + "9.4968+3.2609i", + "9.7368+3.3505i", + "10.3444+3.5963i", + "10.9934+3.8829i", + "11.6002+4.1529i", + "12.7195+4.6255i", + "13.5532+4.9878i", + "13.2967+4.9009i", + "12.8986+4.756i", + "12.3217+4.537i", + "11.2773+4.1227i", + "10.1453+3.6704i", + "9.2708+3.3135i", + "8.9731+3.1978i", + "8.5503+3.0237i", + "8.3596+2.9499i", + "8.2477+2.9011i", + "8.649+3.0409i", + "9.7651+3.4668i", + "10.5682+3.765i", + "10.1584+3.5612i", + "9.8257+3.4048i", + "9.3795+3.2103i", + "9.3746+3.206i", + "9.5246+3.2641i", + "9.9144+3.4228i", + "10.6791+3.7445i", + "11.3524+4.0345i", + "11.9366+4.2918i", + "12.9267+4.7084i", + "13.6816+5.0371i", + "13.3827+4.931i", + "12.9432+4.7659i", + "12.334+4.534i", + "11.3465+4.145i", + "10.1616+3.67i", + "9.1099+3.23i", + "8.5346+3.0026i", + "8.138+2.844i", + "7.9524+2.7691i", + "8.0327+2.7973i", + "8.557+2.9955i", + "9.7217+3.4509i", + "10.569+3.7823i", + "10.6502+3.7946i", + "10.2714+3.6232i", + "10.0618+3.5189i", + "9.891+3.4389i", + "10.0649+3.5073i", + "10.4448+3.6572i", + "11.0079+3.8889i", + "11.4931+4.0957i", + "12.2256+4.4077i", + "12.848+4.6615i", + "13.3432+4.8794i", + "12.8336+4.6862i", + "12.4125+4.5288i", + "11.9626+4.362i", + "11.2627+4.0949i", + "10.2241+3.6827i", + "9.3558+3.3361i", + "8.7962+3.1154i", + "8.3228+2.9256i", + "8.0297+2.8096i", + "7.9685+2.785i", + "8.141+2.8501i", + "8.6682+3.059i", + "8.9736+3.1879i", + "9.3005+3.3144i", + "9.1211+3.2301i", + "9.1838+3.2414i", + "9.0297+3.1652i", + "9.1596+3.2115i", + "9.544+3.3682i", + "9.9224+3.5208i", + "10.5617+3.7775i", + "11.1542+4.0179i", + "11.8151+4.2734i", + "12.2206+4.4449i", + "11.8069+4.2889i", + "11.4042+4.1378i", + "11.0048+3.9894i", + "10.3664+3.7427i", + "9.4878+3.3922i", + "8.71+3.0799i", + "8.1075+2.8344i", + "7.8507+2.7298i", + "7.608+2.6309i", + "7.4947+2.5847i", + "7.6643+2.6538i", + "8.0657+2.8174i", + "8.3789+2.945i", + "8.4687+2.9816i", + "8.2751+2.9027i", + "8.0798+2.8231i", + "8.0141+2.7964i", + "8.2228+2.8814i", + "8.604+3.0367i", + "9.3188+3.3279i", + "9.6888+3.4787i", + "10.441+3.7851i", + "11.7534+4.3198i", + "12.4168+4.5901i", + "12.0476+4.4397i", + "11.5579+4.2402i", + "10.9495+3.9923i", + "10.129+3.658i", + "9.0796+3.2304i", + "8.9768+3.2226i", + "8.5081+3.0382i", + "8.2122+2.9202i", + "7.9528+2.8092i", + "7.9615+2.8018i", + "8.3305+2.9359i", + "8.8712+3.1311i", + "9.571+3.4073i", + "9.8927+3.5246i", + "9.5084+3.3458i", + "9.1924+3.2007i", + "9.18+3.1724i", + "9.122+3.1431i", + "9.6059+3.3384i", + "9.89+3.4478i", + "10.5143+3.7049i", + "11.1227+3.9573i", + "12.1674+4.378i", + "12.8707+4.6847i", + "12.6421+4.6203i", + "12.3459+4.5257i", + "11.8052+4.3268i", + "11.0806+4.0528i", + "10.0388+3.6433i", + "9.064+3.2418i", + "8.5663+3.0451i", + "8.1685+2.8852i", + "7.9668+2.8028i", + "8.0549+2.8351i", + "8.4201+2.9635i", + "9.2893+3.281i", + "9.9953+3.5417i", + "9.9201+3.49i", + "9.6064+3.3385i", + "9.2346+3.1721i", + "9.3421+3.2174i", + "9.5478+3.2978i", + "9.9719+3.4656i", + "10.5947+3.7204i", + "10.804+3.8197i", + "11.575+4.1527i", + "12.6541+4.6063i", + "13.2439+4.8688i", + "12.9157+4.7533i", + "12.5225+4.6082i", + "11.9159+4.3795i", + "10.9983+4.0177i", + "9.901+3.579i", + "9.2105+3.2965i", + "8.6535+3.0737i", + "8.2375+2.9053i", + "8.0444+2.8267i", + "8.0705+2.8337i", + "8.4344+2.963i", + "9.356+3.3099i", + "10.0915+3.593i", + "9.9583+3.5059i", + "9.5025+3.2979i", + "9.2073+3.1703i", + "9.3408+3.2243i", + "9.5609+3.3095i", + "9.8768+3.4336i", + "10.3452+3.6297i", + "10.6312+3.7679i", + "11.2909+4.0542i", + "12.5117+4.5574i", + "13.0734+4.807i", + "12.7803+4.7008i", + "12.3986+4.5577i", + "11.8706+4.3576i", + "10.8674+3.9599i", + "9.8349+3.5466i", + "9.223+3.3032i", + "8.4351+2.9867i", + "8.2674+2.9213i", + "8.0817+2.8461i", + "8.0724+2.8381i", + "8.3693+2.9426i", + "9.3082+3.2949i", + "10.1847+3.6281i", + "9.9786+3.5171i", + "9.4467+3.2819i", + "9.013+3.0886i", + "9.0228+3.0935i", + "9.3739+3.235i", + "9.5557+3.3094i", + "9.9833+3.4885i", + "10.6278+3.7768i", + "11.2596+4.0479i", + "12.4862+4.5529i", + "13.1849+4.855i", + "12.8869+4.747i", + "12.4559+4.5846i", + "11.8076+4.3335i", + "10.8029+3.9354i", + "9.7472+3.5131i", + "8.7413+3.0839i", + "8.5594+3.0194i", + "8.4774+2.9939i", + "8.2116+2.8857i", + "8.1909+2.8705i", + "8.2348+2.8711i", + "9.0115+3.166i", + "10.2127+3.6539i", + "10.4699+3.7541i", + "10.0709+3.5806i", + "9.7036+3.4217i", + "9.6342+3.3878i", + "9.5683+3.3579i", + "9.9011+3.4933i", + "10.4263+3.7126i", + "10.3918+3.703i", + "10.8461+3.8825i", + "11.806+4.258i", + "12.3035+4.4736i", + "12.0002+4.3633i", + "11.6691+4.2414i", + "11.2078+4.0648i", + "10.5406+3.8077i", + "9.5853+3.4293i", + "8.7567+3.0945i", + "8.427+2.9601i", + "7.9834+2.7794i", + "7.6945+2.6617i", + "7.5132+2.5878i", + "7.701+2.6643i", + "8.2269+2.8786i", + "8.5119+2.9947i", + "8.9323+3.166i", + "8.6889+3.0668i", + "8.5558+3.0126i", + "8.4357+2.9637i", + "8.4709+2.978i", + "8.8274+3.1233i", + "9.3407+3.3324i", + "10.079+3.6332i", + "10.4042+3.7657i", + "11.7313+4.3064i", + "12.1179+4.4639i", + "11.6597+4.2772i", + "11.1517+4.0702i", + "10.6158+3.8519i", + "10.0218+3.6099i", + "9.1812+3.2674i", + "8.7555+3.12i", + "8.3058+2.9388i", + "8.1118+2.8625i", + "7.8308+2.7458i", + "7.6833+2.6807i", + "7.7309+2.6937i", + "7.9738+2.7791i", + "7.9101+2.7449i", + "8.1038+2.8156i", + "7.8806+2.719i", + "7.8205+2.6873i", + "7.9701+2.7445i", + "8.2978+2.8791i", + "8.8559+3.1076i", + "9.6499+3.4346i", + "10.6074+3.8273i", + "11.1284+4.0382i", + "12.3118+4.5173i", + "12.7989+4.7224i", + "12.3703+4.553i", + "11.8097+4.3292i", + "11.1933+4.0872i", + "10.3318+3.7493i", + "9.3306+3.3507i", + "8.5866+3.0569i", + "8.2674+2.9393i", + "8.2925+2.9626i", + "8.139+2.9003i", + "8.2728+2.9479i", + "8.8295+3.1549i", + "9.5555+3.4012i", + "10.5545+3.7897i", + "10.2599+3.6409i", + "9.8098+3.4201i", + "9.4259+3.2334i", + "9.506+3.2478i", + "9.674+3.3194i", + "10.3773+3.6073i", + "11.3111+3.9948i", + "11.8402+4.2191i", + "11.9186+4.2353i", + "12.6424+4.5243i", + "13.1438+4.7531i", + "12.9601+4.71i", + "12.6816+4.6334i", + "12.2259+4.4848i", + "11.4782+4.2123i", + "10.3704+3.7801i", + "9.2228+3.2986i", + "8.5856+3.0432i", + "8.1793+2.8766i", + "7.9782+2.795i", + "7.9522+2.7811i", + "8.5185+2.9909i", + "9.624+3.4086i", + "10.4634+3.726i", + "10.2209+3.5961i", + "9.8199+3.4098i", + "9.4993+3.2574i", + "9.5132+3.2634i", + "9.5572+3.2889i", + "10.1716+3.5418i", + "10.4713+3.6649i", + "11.0168+3.9115i", + "11.5132+4.1277i", + "12.9103+4.7057i", + "13.5439+4.9865i", + "13.3065+4.9065i", + "12.8777+4.7468i", + "12.302+4.5284i", + "11.3056+4.1359i", + "10.1117+3.6577i", + "9.29+3.3329i", + "8.7474+3.1153i", + "8.3069+2.9353i", + "8.0664+2.8384i", + "8.0535+2.8271i", + "8.5816+3.0197i", + "9.55+3.3754i", + "10.4354+3.7034i", + "10.171+3.56i", + "9.9943+3.4797i", + "9.8315+3.4086i", + "9.6927+3.3524i", + "9.6957+3.3568i", + "9.898+3.4369i", + "10.2119+3.5708i", + "10.5871+3.731i", + "11.0182+3.9199i", + "12.4893+4.5307i", + "13.1762+4.834i", + "13.0816+4.8125i", + "12.829+4.7253i", + "12.3742+4.5578i", + "11.4533+4.1975i", + "10.1966+3.695i", + "9.1646+3.2642i", + "8.545+3.0147i", + "8.1889+2.87i", + "8.0043+2.795i", + "8.0816+2.8226i", + "8.5966+3.0127i", + "9.7728+3.4694i", + "10.7885+3.8652i", + "10.5395+3.7366i", + "9.8561+3.4449i", + "9.3827+3.247i", + "9.0758+3.1197i", + "9.2287+3.188i", + "9.5754+3.3376i", + "9.6478+3.3697i", + "10.1809+3.5952i", + "10.9867+3.9321i", + "12.5905+4.5914i", + "13.2367+4.8698i", + "13.0116+4.7898i", + "12.7688+4.7005i", + "12.2589+4.5029i", + "11.3069+4.1242i", + "10.0954+3.6378i", + "8.9771+3.1636i", + "8.3959+2.9274i", + "8.0301+2.779i", + "8.0673+2.7933i", + "8.1584+2.8268i", + "8.5017+2.9593i", + "9.9363+3.5319i", + "11.0519+3.975i", + "10.7215+3.8323i", + "10.1065+3.5784i", + "9.6154+3.3762i", + "9.4769+3.3191i", + "9.3269+3.258i", + "9.555+3.3519i", + "10.0205+3.5443i", + "10.2124+3.6271i", + "11.1494+4.0123i", + "12.6986+4.6489i", + "12.9977+4.7783i", + "12.6139+4.6263i", + "12.1929+4.4586i", + "11.629+4.2325i", + "10.8278+3.9113i", + "9.8115+3.5005i", + "9.1522+3.2497i", + "8.5713+3.013i", + "8.1301+2.8332i", + "7.8807+2.7316i", + "7.8428+2.7162i", + "8.1247+2.831i", + "8.7537+3.0873i", + "9.169+3.2565i", + "9.2411+3.2859i", + "9.0077+3.1908i", + "8.5893+3.0203i", + "8.226+2.8723i", + "8.3854+2.9373i", + "8.6559+3.0475i", + "8.7435+3.0832i", + "9.1422+3.2456i", + "10.1371+3.6509i", + "11.7126+4.2928i", + "12.1212+4.4593i", + "11.951+4.39i", + "11.5523+4.2275i", + "11.0794+4.0348i", + "10.2993+3.717i", + "9.3525+3.3313i", + "8.7125+3.0813i", + "8.5863+3.0299i", + "8.1896+2.8683i", + "7.9437+2.7681i", + "7.9273+2.7614i", + "8.074+2.8212i", + "8.5167+3.0015i", + "8.6582+3.0592i", + "8.6559+3.0583i", + "8.45+2.9744i", + "8.0669+2.8183i", + "7.8099+2.7136i", + "7.8562+2.7324i", + "8.0105+2.7953i", + "8.4623+2.9794i", + "8.9666+3.1849i", + "9.9464+3.584i", + "11.7642+4.3247i", + "12.2945+4.5407i", + "12.015+4.4268i", + "11.5394+4.2331i", + "11.0897+4.0499i", + "10.1985+3.6868i", + "8.9973+3.1973i", + "8.1458+2.8283i", + "7.8125+2.6935i", + "7.5583+2.59i", + "7.4032+2.5267i", + "7.6464+2.6236i", + "8.3555+2.9071i", + "9.5516+3.3863i", + "10.5492+3.7846i", + "10.4661+3.7398i", + "10.0889+3.5781i", + "9.7108+3.4192i", + "9.3259+3.2615i", + "9.4029+3.294i", + "9.5381+3.3491i", + "9.9809+3.5293i", + "10.4243+3.7125i", + "11.0816+3.984i", + "12.7642+4.6752i", + "13.3744+4.9324i", + "13.0565+4.8088i", + "12.6569+4.6506i", + "12.1264+4.4403i", + "11.1173+4.034i", + "9.8278+3.5115i", + "8.8575+3.1142i", + "8.3546+2.9094i", + "7.9949+2.7624i", + "7.7948+2.679i", + "7.9127+2.7216i", + "8.5613+2.9746i", + "9.7103+3.4261i", + "10.5116+3.7372i", + "10.4778+3.7126i", + "9.9548+3.4948i", + "9.8597+3.453i", + "9.9018+3.47i", + "9.9988+3.5099i", + "10.3045+3.6355i", + "10.7037+3.8019i", + "11.0109+3.932i", + "11.6758+4.2097i", + "13.2463+4.8559i", + "13.6527+5.0307i", + "13.4337+4.9473i", + "12.9987+4.7745i", + "12.2691+4.4826i", + "11.2643+4.0802i", + "10.0233+3.5787i", + "8.7574+3.042i", + "8.1604+2.806i", + "7.7788+2.6535i", + "7.537+2.5547i", + "7.6281+2.582i", + "7.9758+2.7004i", + "9.0253+3.1044i", + "10.2248+3.6059i", + "10.8959+3.8818i", + "11.123+3.9789i", + "11.1459+3.9923i", + "11.2045+4.027i", + "11.1126+3.9926i", + "11.2712+4.0666i", + "11.3011+4.0861i", + "11.5266+4.1888i", + "11.7767+4.2713i", + "12.7467+4.6266i", + "13.0919+4.7755i", + "12.8966+4.7086i", + "12.5822+4.5861i", + "12.0852+4.3902i", + "11.1628+4.0218i", + "9.9968+3.5534i", + "9.8789+3.5732i", + "9.2069+3.3004i", + "8.919+3.1826i", + "8.5794+3.0414i", + "8.4311+2.9747i", + "8.4773+2.9783i", + "8.7427+3.0656i", + "9.0203+3.1703i", + "9.5537+3.3724i", + "9.8798+3.4917i", + "10.0923+3.5678i", + "10.2156+3.6177i", + "10.6247+3.7888i", + "10.5763+3.7726i", + "10.1794+3.6125i", + "10.0074+3.5477i", + "10.1708+3.6109i", + "10.8004+3.8613i", + "10.7677+3.8625i", + "10.6416+3.8239i", + "10.7242+3.8696i", + "10.7546+3.8955i", + "10.4332+3.7788i", + "10.0773+3.6425i", + "8.942+3.146i", + "8.4098+2.9291i", + "8.0533+2.7839i", + "7.85+2.7011i", + "7.9004+2.7216i", + "8.3151+2.8905i", + "9.0779+3.2013i", + "9.4621+3.3578i", + "9.7418+3.4718i", + "9.3565+3.3148i", + "8.8248+3.0982i", + "8.8642+3.1142i", + "8.6141+3.0124i", + "8.7085+3.0508i", + "9.2319+3.2641i", + "9.3554+3.3144i", + "10.3267+3.7101i", + "12.2946+4.5119i", + "12.7893+4.7134i", + "12.5953+4.6344i", + "12.3404+4.5305i", + "12.0592+4.416i", + "11.0877+4.0202i", + "10.1311+3.6305i", + "9.0851+3.1906i", + "8.6165+2.9997i", + "8.1931+2.8272i", + "7.9654+2.7344i", + "7.9713+2.7368i", + "8.2281+2.8414i", + "8.7396+3.0498i", + "8.981+3.1482i", + "9.1634+3.2225i", + "9.56+3.3841i", + "9.995+3.5613i", + "9.7084+3.4445i", + "9.7884+3.4771i", + "10.2128+3.65i", + "10.3882+3.7215i", + "10.6925+3.8455i", + "11.2689+4.0803i", + "12.5424+4.5992i", + "12.7916+4.7007i", + "12.499+4.5815i", + "12.0632+4.404i", + "11.671+4.2442i", + "10.8625+3.9148i", + "9.7869+3.4765i", + "9.094+3.2089i", + "8.4227+2.9354i", + "8.1334+2.8176i", + "7.8431+2.6993i", + "7.6884+2.6362i", + "7.7779+2.6726i", + "8.2416+2.8612i", + "8.6082+3.0104i", + "8.9217+3.1379i", + "9.1733+3.2402i", + "9.2823+3.2845i", + "9.3253+3.302i", + "9.3111+3.2963i", + "9.3481+3.3114i", + "9.5654+3.3999i", + "10.0261+3.5878i", + "10.8732+3.933i", + "12.4038+4.5567i", + "12.9464+4.778i", + "12.7682+4.7055i", + "12.3949+4.5535i", + "11.7987+4.3107i", + "10.7446+3.8813i", + "9.3998+3.3335i", + "8.8108+3.1162i", + "8.5246+3.0033i", + "8.2058+2.8742i", + "8.0052+2.7923i", + "8.2554+2.8889i", + "8.8169+3.0985i", + "9.8183+3.4773i", + "11.0119+3.9404i", + "10.7837+3.8228i", + "10.3054+3.611i", + "9.7094+3.3616i", + "9.4617+3.2576i", + "9.5288+3.2882i", + "9.9237+3.4535i", + "10.0834+3.5295i", + "10.6983+3.7873i", + "11.3983+4.0762i", + "13.0071+4.738i", + "13.6527+5.0179i", + "13.5242+4.9793i", + "13.1895+4.8539i", + "12.6966+4.6681i", + "11.7036+4.2776i", + "10.3083+3.7185i", + "9.2112+3.2586i", + "8.7516+3.0722i", + "8.3071+2.8909i", + "7.9185+2.7303i", + "7.9088+2.7203i", + "8.4776+2.9371i", + "9.7207+3.4203i", + "10.9848+3.9131i", + "10.9249+3.8704i", + "10.7522+3.7944i", + "10.4888+3.6823i", + "10.3443+3.6245i", + "10.1667+3.5547i", + "10.5393+3.7076i", + "10.7767+3.8096i", + "11.0894+3.9447i", + "11.599+4.1611i", + "13.1849+4.8164i", + "13.7321+5.0526i", + "13.6272+5.019i", + "13.2458+4.8708i", + "12.6131+4.6211i", + "11.4198+4.1424i", + "10.0396+3.5864i", + "9.4739+3.3949i", + "8.9671+3.1917i", + "8.5129+3.0082i", + "8.2608+2.905i", + "8.3569+2.9376i", + "8.7196+3.0566i", + "9.6527+3.3972i", + "10.7805+3.8185i", + "10.887+3.8214i", + "11.0663+3.868i", + "11.2782+3.951i", + "11.3606+3.99i", + "10.7326+3.719i", + "10.4422+3.6058i", + "10.4949+3.6351i", + "10.7426+3.7627i", + "11.3273+4.0156i", + "12.969+4.7034i", + "13.68+5.0199i", + "13.6863+5.0418i", + "13.4404+4.9595i", + "12.9154+4.7641i", + "11.8385+4.3425i", + "10.5513+3.8289i", + "9.2954+3.302i", + "8.7873+3.0973i", + "8.338+2.9141i", + "8.1094+2.8204i", + "8.1663+2.8406i", + "8.728+3.054i", + "9.9787+3.5423i", + "11.2001+4.0211i", + "10.868+3.8619i", + "10.0564+3.5168i", + "9.4923+3.2783i", + "9.4418+3.2566i", + "9.3929+3.2393i", + "9.7659+3.3926i", + "10.1728+3.563i", + "10.4824+3.7051i", + "11.3168+4.052i", + "13.1361+4.8012i", + "13.6276+5.0139i", + "13.5537+4.9945i", + "13.2652+4.8861i", + "12.7088+4.6699i", + "11.649+4.2479i", + "10.3381+3.7209i", + "8.925+3.1171i", + "8.2828+2.8561i", + "7.7974+2.6585i", + "7.5572+2.56i", + "7.6484+2.5951i", + "8.3817+2.8901i", + "9.7603+3.4453i", + "11.0991+3.9852i", + "10.8558+3.8817i", + "10.388+3.6905i", + "9.8648+3.4766i", + "9.6259+3.3794i", + "9.8091+3.4544i", + "10.5547+3.7586i", + "11.0296+3.9531i", + "11.2561+4.0476i", + "11.8151+4.2776i", + "13.175+4.8338i", + "13.4086+4.9324i", + "13.0629+4.7936i", + "12.632+4.6199i", + "12.072+4.3937i", + "11.221+4.0492i", + "10.0148+3.5595i", + "9.3127+3.3006i", + "8.6735+3.0438i", + "8.3994+2.9338i", + "8.0472+2.7906i", + "7.9513+2.7514i", + "8.1616+2.8337i", + "8.5178+2.9725i", + "9.0489+3.1907i", + "9.5631+3.3959i", + "9.8414+3.5011i", + "9.9017+3.5154i", + "9.9381+3.5262i", + "10.0479+3.5731i", + "10.1535+3.6189i", + "10.3109+3.6839i", + "10.5915+3.7971i", + "10.7678+3.8655i", + "12.0262+4.3667i", + "12.3021+4.4846i", + "12.0811+4.4021i", + "11.6947+4.2513i", + "11.2851+4.0918i", + "10.611+3.8253i", + "9.7515+3.4802i", + "9.0839+3.2174i", + "8.435+2.9531i", + "7.9607+2.7598i", + "7.6342+2.6268i", + "7.5034+2.5734i", + "7.65+2.6325i", + "7.9728+2.7632i", + "8.3846+2.9301i", + "8.6374+3.0323i", + "8.8641+3.1241i", + "8.9194+3.1462i", + "8.8317+3.1106i", + "8.7894+3.0935i", + "8.7086+3.0606i", + "9.276+3.292i", + "9.3669+3.3298i", + "10.2297+3.6816i", + "12.1951+4.4825i", + "12.9187+4.7779i", + "12.7522+4.7105i", + "12.4933+4.6054i", + "11.8684+4.3512i", + "10.7859+3.9104i", + "9.5304+3.3991i", + "8.9365+3.1694i", + "8.4326+2.9689i", + "8.0891+2.8288i", + "8.0442+2.8111i", + "8.1586+2.8534i", + "8.681+3.0479i", + "9.9346+3.5293i", + "11.1552+4.0018i", + "11.0046+3.9205i", + "10.4899+3.6983i", + "9.8205+3.4146i", + "9.4045+3.2447i", + "9.2905+3.2034i", + "9.1971+3.1655i", + "9.5351+3.3115i", + "9.9156+3.4721i", + "10.8515+3.857i", + "12.8091+4.6547i", + "13.7121+5.0391i", + "13.664+5.0309i", + "13.3906+4.9308i", + "12.9263+4.7572i", + "11.9068+4.3587i", + "10.564+3.8246i", + "9.1557+3.2233i", + "8.8425+3.0963i", + "8.4463+2.9341i", + "8.2051+2.8314i", + "8.2944+2.8614i", + "8.9201+3.1049i", + "10.0982+3.5691i", + "11.4451+4.1012i", + "11.3279+4.0454i", + "10.881+3.8598i", + "10.4415+3.678i", + "9.9207+3.4665i", + "9.7684+3.4082i", + "9.7007+3.3812i", + "10.227+3.5993i", + "10.5523+3.7365i", + "11.2626+4.031i", + "13.1872+4.8183i", + "13.8607+5.1027i", + "13.7068+5.0455i", + "13.4244+4.9352i", + "12.7656+4.672i", + "11.6391+4.2191i", + "10.2393+3.6547i", + "9.4185+3.3422i", + "8.8852+3.127i", + "8.6771+3.0431i", + "8.4049+2.9316i", + "8.5167+2.9735i", + "9.2444+3.2604i", + "10.2822+3.6583i", + "11.6487+4.1928i", + "11.2298+3.9964i", + "10.5955+3.7154i", + "10.086+3.4963i", + "9.9324+3.4347i", + "10.095+3.5061i", + "10.162+3.5337i", + "10.5497+3.6944i", + "10.6283+3.7389i", + "11.1441+3.956i", + "13.1364+4.779i", + "13.8102+5.0706i", + "13.7573+5.0628i", + "13.4982+4.9685i", + "12.9217+4.7477i", + "11.8057+4.3041i", + "10.4211+3.7466i", + "9.3246+3.2933i", + "8.7618+3.0666i", + "8.22+2.8451i", + "8.0227+2.7631i", + "8.1019+2.7902i", + "8.7148+3.0306i", + "10.0493+3.5578i", + "11.5033+4.1428i", + "11.4676+4.1242i", + "10.8692+3.873i", + "10.3282+3.6474i", + "9.6897+3.3867i", + "9.4509+3.2902i", + "9.5556+3.3338i", + "10.1294+3.5702i", + "10.5314+3.7345i", + "11.2845+4.0415i", + "12.8891+4.6953i", + "13.4883+4.95i", + "13.2837+4.8756i", + "13.0051+4.7684i", + "12.4667+4.5559i", + "11.3783+4.1198i", + "10.0257+3.5748i", + "9.2514+3.2813i", + "8.7102+3.0617i", + "8.2039+2.8544i", + "7.8813+2.7191i", + "7.9715+2.7479i", + "8.3936+2.9037i", + "9.7004+3.4183i", + "10.9211+3.8989i", + "10.7256+3.8116i", + "10.4639+3.7026i", + "10.0616+3.5351i", + "10.0114+3.5139i", + "9.9697+3.4968i", + "9.9881+3.5043i", + "10.3285+3.6469i", + "10.595+3.7607i", + "11.3222+4.0615i", + "13.0303+4.7631i", + "13.4512+4.9456i", + "13.107+4.8104i", + "12.6955+4.6484i", + "12.2153+4.4599i", + "11.3766+4.1277i", + "10.2221+3.6638i", + "9.2336+3.2652i", + "8.519+2.9741i", + "7.939+2.7378i", + "7.7942+2.6786i", + "7.8325+2.6938i", + "8.1137+2.8075i", + "8.7843+3.0796i", + "9.4752+3.3601i", + "9.9625+3.5581i", + "9.794+3.4893i", + "9.6391+3.426i", + "9.2669+3.2744i", + "8.9978+3.1649i", + "8.999+3.1655i", + "9.0845+3.2006i", + "9.6969+3.4505i", + "10.2705+3.6845i", + "12.205+4.4729i", + "12.6841+4.6687i", + "12.394+4.551i", + "12.0542+4.4129i", + "11.6608+4.2529i", + "10.9586+3.9674i", + "9.8441+3.5137i", + "9.1782+3.2517i", + "8.561+3.0002i", + "8.0586+2.7955i", + "7.9917+2.7683i", + "7.9584+2.7547i", + "8.1591+2.8365i", + "8.6094+3.02i", + "9.0851+3.2138i", + "8.9558+3.1611i", + "8.42+2.9428i", + "8.0971+2.8112i", + "7.8997+2.7308i", + "7.7003+2.6496i", + "7.7784+2.6814i", + "8.102+2.8132i", + "8.5302+2.9877i", + "9.9313+3.5586i", + "12.3498+4.5439i", + "13.3265+4.9418i", + "13.332+4.9441i", + "13.2011+4.8907i", + "12.6802+4.6785i", + "11.6433+4.256i", + "10.2996+3.7086i", + "9.1071+3.2008i", + "8.5672+2.9816i", + "8.211+2.8362i", + "8.1284+2.8019i", + "8.2893+2.8651i", + "9.1529+3.2087i", + "10.7388+3.8394i", + "12.2449+4.4354i", + "11.812+4.2391i", + "10.7182+3.7823i", + "9.715+3.3659i", + "9.0436+3.0949i", + "8.6805+2.9525i", + "8.6887+2.9583i", + "9.0349+3.1043i", + "9.8136+3.4258i", + "11.0858+3.9502i", + "13.4713+4.9284i", + "14.574+5.3911i", + "14.5561+5.3923i", + "14.3065+5.2976i", + "13.7764+5.0896i", + "12.5724+4.6061i", + "11.113+4.016i", + "9.8154+3.4781i", + "9.2177+3.2344i", + "8.7168+3.0295i", + "8.4701+2.9271i", + "8.5664+2.9594i", + "9.2887+3.2402i", + "10.7727+3.8274i", + "12.1949+4.392i", + "12.0145+4.3096i", + "11.3371+4.0285i", + "10.5284+3.6928i", + "9.9111+3.4418i", + "9.4436+3.2535i", + "9.62+3.3259i", + "9.9945+3.4823i", + "10.4827+3.6856i", + "11.3536+4.046i", + "13.3863+4.8797i", + "14.3196+5.2717i", + "14.2506+5.2501i", + "14.0079+5.1578i", + "13.4483+4.9371i", + "12.305+4.4793i", + "10.8355+3.8865i", + "9.9639+3.5552i", + "9.2512+3.2681i", + "8.8264+3.0954i", + "8.643+3.0197i", + "8.7872+3.0727i", + "9.4953+3.3488i", + "10.7485+3.8273i", + "11.9977+4.3058i", + "11.7825+4.1896i", + "11.4372+4.03i", + "10.9121+3.8085i", + "10.4541+3.6303i", + "9.9822+3.439i", + "9.7901+3.3643i", + "9.9482+3.4343i", + "10.355+3.6077i", + "11.175+3.9513i", + "13.1828+4.7806i", + "14.2181+5.2214i", + "14.212+5.2358i", + "14.078+5.1946i", + "13.5418+4.9889i", + "12.5921+4.6129i", + "11.1576+4.0363i", + "9.9244+3.5164i", + "9.3919+3.3005i", + "8.9451+3.1186i", + "8.7428+3.0357i", + "8.9497+3.1176i", + "9.42+3.3027i", + "10.8718+3.8822i", + "12.3259+4.4612i", + "12.1013+4.3555i", + "11.1345+3.9529i", + "10.2035+3.5717i", + "9.6263+3.3397i", + "9.1731+3.1591i", + "9.1433+3.149i", + "9.4092+3.2595i", + "10.0711+3.5328i", + "10.7766+3.8233i", + "13.1119+4.779i", + "13.8975+5.1072i", + "13.8579+5.0971i", + "13.6197+5.0055i", + "13.1012+4.7998i", + "12.1573+4.4209i", + "10.7984+3.8708i", + "9.4801+3.3196i", + "8.8031+3.0438i", + "8.3286+2.8505i", + "8.1115+2.762i", + "8.3081+2.8421i", + "9.0648+3.1504i", + "10.577+3.7665i", + "12.1567+4.4101i", + "11.975+4.3361i", + "11.2389+4.0362i", + "10.4901+3.7311i", + "9.7914+3.4464i", + "9.5718+3.357i", + "9.6752+3.3991i", + "10.1136+3.5777i", + "10.3284+3.6652i", + "11.2746+4.0508i", + "13.0926+4.7915i", + "13.5298+4.9696i", + "13.1773+4.826i", + "12.742+4.6486i", + "12.2948+4.4664i", + "11.4449+4.1202i", + "10.2389+3.6288i", + "9.5668+3.3833i", + "8.8151+3.077i", + "8.3234+2.8767i", + "8.0143+2.7507i", + "7.965+2.7306i", + "8.2735+2.8563i", + "8.9676+3.1391i", + "9.7299+3.4497i", + "10.2217+3.6501i", + "10.4141+3.7285i", + "10.1956+3.6395i", + "9.7821+3.471i", + "9.4655+3.342i", + "9.2297+3.2459i", + "9.4347+3.3294i", + "9.886+3.5133i", + "10.5301+3.7757i", + "12.4205+4.5459i", + "12.9139+4.747i", + "12.6804+4.6518i", + "12.366+4.5237i", + "11.9235+4.3435i", + "11.2178+4.0559i", + "10.1246+3.6105i", + "9.3677+3.3194i", + "8.6547+3.0296i", + "8.1481+2.8238i", + "7.8462+2.7013i", + "7.7252+2.6509i", + "7.9319+2.7331i", + "8.3255+2.8882i", + "8.9363+3.1337i", + "9.4619+3.3459i", + "9.6815+3.4337i", + "9.7079+3.4427i", + "9.7058+3.4416i", + "9.4006+3.3175i", + "9.4419+3.3341i", + "9.6248+3.4097i", + "9.935+3.5369i", + "10.5524+3.788i", + "12.2887+4.4943i", + "12.8885+4.74i", + "12.7975+4.7057i", + "12.5248+4.5964i", + "12.0692+4.4127i", + "11.2604+4.0869i", + "10.0523+3.5981i", + "8.896+3.1104i", + "8.2866+2.8657i", + "7.8685+2.6947i", + "7.7128+2.6295i", + "7.9367+2.7121i", + "8.4222+2.8962i", + "9.3248+3.2439i", + "10.3058+3.6279i", + "11.0516+3.9154i", + "11.3334+4.0171i", + "11.3358+4.0116i", + "11.0211+3.8859i", + "10.8652+3.8362i", + "10.8106+3.8279i", + "10.9388+3.8926i", + "11.1618+3.9933i", + "11.5751+4.164i", + "13.022+4.748i", + "13.8526+5.0985i", + "13.6718+5.0335i", + "13.4267+4.9398i", + "12.9978+4.7725i", + "12.1588+4.4394i", + "10.9169+3.939i", + "9.9315+3.5526i", + "9.1136+3.2234i", + "8.6426+3.0342i", + "8.5326+2.9854i", + "8.4602+2.9493i", + "8.6143+2.9882i", + "9.3168+3.2536i", + "10.4694+3.738i", + "11.0305+3.985i", + "10.6938+3.8502i", + "10.1255+3.6219i", + "10.0325+3.5854i", + "9.6885+3.4455i", + "9.9223+3.5428i", + "10.0896+3.614i", + "10.2074+3.6569i", + "10.4518+3.7312i", + "11.6322+4.1732i", + "11.9796+4.3241i", + "11.4899+4.1328i", + "11.0943+3.9774i", + "10.8857+3.9027i", + "10.5735+3.7917i", + "9.878+3.5184i", + "9.2774+3.2916i", + "8.6751+3.0462i", + "8.41+2.9382i", + "8.0893+2.8075i", + "7.9664+2.7574i", + "8.1961+2.851i", + "8.6498+3.0359i", + "9.1416+3.2363i", + "9.3435+3.3185i", + "8.9779+3.1695i", + "8.9017+3.1385i", + "8.8416+3.114i", + "8.9099+3.1418i", + "9.0716+3.2077i", + "9.364+3.3269i", + "9.2655+3.2867i", + "9.9293+3.5572i", + "11.5889+4.2334i", + "11.9473+4.3794i", + "11.8245+4.3293i", + "11.7084+4.282i", + "11.4261+4.167i", + "10.761+3.896i", + "9.8403+3.5209i", + "8.9396+3.1547i", + "8.3589+2.9192i", + "8.2361+2.8695i", + "8.1155+2.8195i", + "8.2349+2.8627i", + "8.491+2.9545i", + "9.3166+3.2728i", + "10.2973+3.6508i", + "10.5826+3.7446i", + "10.5582+3.721i", + "10.0593+3.5099i", + "9.9519+3.4666i", + "9.6439+3.3493i", + "9.6511+3.3552i", + "9.8566+3.446i", + "10.2397+3.6088i", + "11.0783+3.9563i", + "12.8134+4.6629i", + "13.8582+5.1016i", + "13.8115+5.0944i", + "13.5662+5.0015i", + "13.22+4.8725i", + "12.399+4.5497i", + "11.1265+4.0385i", + "9.6715+3.4125i", + "8.8969+3.097i", + "8.7437+3.0346i", + "8.5203+2.9435i", + "8.4159+2.901i", + "8.8614+3.0825i", + "10.0637+3.5723i", + "11.175+4.0251i", + "11.2185+4.0428i", + "10.6719+3.8201i", + "9.9136+3.5112i", + "9.1178+3.187i", + "8.8043+3.0592i", + "8.8776+3.0891i", + "8.8166+3.0642i", + "9.2754+3.2512i", + "10.568+3.7778i", + "12.4993+4.5647i", + "13.4493+4.9517i", + "13.3187+4.8985i", + "13.0404+4.7851i", + "12.5701+4.5935i", + "11.739+4.2549i", + "10.5377+3.7655i", + "9.8478+3.5132i", + "9.1265+3.2193i", + "8.6423+3.022i", + "8.3956+2.9215i", + "8.3697+2.911i", + "8.6788+3.0369i", + "9.3959+3.3291i", + "10.0749+3.6057i", + "10.1128+3.6212i", + "9.5075+3.3745i", + "8.7781+3.0774i", + "8.4552+2.9458i", + "8.0797+2.7928i", + "7.9066+2.7223i", + "7.9975+2.7593i", + "8.4933+2.9613i", + "9.617+3.4192i", + "11.7787+4.2999i", + "12.7997+4.7159i", + "12.7463+4.6941i", + "12.5272+4.6048i", + "12.1463+4.4497i", + "11.379+4.1371i", + "10.3321+3.7105i", + "9.411+3.3363i", + "8.6921+3.0434i", + "8.2287+2.8546i", + "7.9782+2.7525i", + "7.928+2.7321i", + "8.1056+2.8044i", + "8.6166+3.0126i", + "9.1198+3.2177i", + "9.2421+3.2675i", + "9.1236+3.2192i", + "8.9245+3.1381i", + "8.5564+2.9881i", + "8.862+3.1126i", + "8.8144+3.0932i", + "9.2053+3.2525i", + "9.6385+3.429i", + "10.4408+3.7559i", + "12.3274+4.5245i", + "13.0154+4.8048i", + "12.9023+4.7587i", + "12.5448+4.6131i", + "12.0453+4.4096i", + "11.0965+4.023i", + "9.8643+3.521i", + "8.9438+3.1502i", + "8.3232+2.8992i", + "7.9203+2.7344i", + "7.7579+2.6681i", + "7.8152+2.6863i", + "8.3113+2.8793i", + "9.3832+3.3024i", + "10.4765+3.7343i", + "10.7261+3.82i", + "10.5532+3.7387i", + "10.0363+3.5241i", + "9.6813+3.3821i", + "9.4565+3.2968i", + "9.2902+3.2346i", + "9.3754+3.2769i", + "9.9042+3.5018i", + "10.7989+3.8713i", + "12.6225+4.6124i", + "13.6712+5.0482i", + "13.5374+4.9995i", + "13.2007+4.8661i", + "12.6609+4.6518i", + "11.7403+4.2837i", + "10.4758+3.7727i", + "9.4237+3.3475i", + "8.7613+3.0782i", + "8.2967+2.8888i", + "8.0863+2.803i", + "8.1189+2.8146i", + "8.645+3.026i", + "9.6467+3.4296i", + "10.5235+3.7825i", + "10.562+3.793i", + "9.9159+3.5262i", + "9.4901+3.3514i", + "9.2179+3.2413i", + "8.7872+3.0679i", + "8.7538+3.0561i", + "9.0193+3.1668i", + "9.2405+3.26i", + "10.0386+3.5867i", + "11.8705+4.3325i", + "12.8023+4.7149i", + "12.2746+4.5018i", + "11.6199+4.2363i", + "10.9979+3.9847i", + "10.4019+3.7442i", + "9.8868+3.5357i" + ], + [ + "4", + "57.2443+15.0658i", + "56.3965+14.7211i", + "55.6568+14.4203i", + "55.2144+14.2404i", + "55.0439+14.1711i", + "55.3743+14.3055i", + "56.0885+14.5958i", + "56.5326+14.7764i", + "56.1274+14.6116i", + "55.3494+14.2953i", + "54.7316+14.0441i", + "54.0746+13.777i", + "53.4597+13.527i", + "53.2897+13.4578i", + "53.6635+13.6098i", + "54.6234+14.0001i", + "56.4866+14.7577i", + "59.9552+16.168i", + "62.1504+17.0606i", + "62.0649+17.0258i", + "61.8197+16.9261i", + "61.1038+16.6351i", + "59.6669+16.0508i", + "57.9283+15.3439i", + "57.2062+14.8789i", + "56.277+14.5287i", + "55.6698+14.2941i", + "55.7288+14.2815i", + "56.5176+14.5127i", + "58.7497+15.1959i", + "62.2598+16.2491i", + "65.7396+17.3113i", + "66.81+17.5446i", + "66.2567+17.2308i", + "65.3754+16.8128i", + "64.4349+16.4456i", + "63.5153+16.1112i", + "63.3171+16.0263i", + "63.1153+16.03i", + "63.2868+16.2306i", + "64.3515+16.8039i", + "66.6014+17.8596i", + "68.0062+18.5978i", + "67.4436+18.4662i", + "66.5987+18.2623i", + "65.2858+17.8772i", + "63.0384+17.0916i", + "60.6601+16.2223i", + "60.1723+15.742i", + "59.0464+15.3022i", + "58.3184+15.0248i", + "58.2387+14.9637i", + "58.982+15.1772i", + "60.9726+15.7943i", + "64.4035+16.886i", + "67.5403+17.9026i", + "68.5015+18.1i", + "67.5838+17.6584i", + "66.7357+17.2331i", + "65.7953+16.8487i", + "64.9385+16.5216i", + "64.7424+16.4876i", + "64.7861+16.5783i", + "64.7203+16.6573i", + "65.506+17.0855i", + "67.6829+18.0657i", + "68.8642+18.7054i", + "68.3494+18.5805i", + "67.5287+18.374i", + "66.0523+17.8986i", + "63.998+17.1702i", + "61.7042+16.31i", + "61.7358+15.9224i", + "60.7994+15.5417i", + "60.1914+15.2945i", + "59.9566+15.199i", + "60.3184+15.3461i", + "61.4365+15.8007i", + "63.7313+16.7338i", + "65.7287+17.5459i", + "65.8575+17.5983i", + "65.0062+17.2522i", + "63.936+16.817i", + "62.9353+16.4102i", + "62.1277+16.0818i", + "61.8909+15.9855i", + "61.9497+16.0094i", + "62.4264+16.2032i", + "63.6589+16.7044i", + "66.1137+17.7025i", + "67.7705+18.3761i", + "67.4103+18.2297i", + "66.8754+18.0122i", + "65.9523+17.6369i", + "64.5412+17.0631i", + "62.7954+16.3533i", + "60.5267+15.6115i", + "59.4937+15.1917i", + "59.0146+14.9972i", + "58.7211+14.8775i", + "58.6282+14.8384i", + "59.073+15.0168i", + "60.1227+15.4396i", + "61.2029+15.875i", + "62.1115+16.242i", + "63.196+16.6817i", + "63.4225+16.773i", + "63.3821+16.7561i", + "63.3213+16.7316i", + "63.0709+16.6302i", + "63.243+16.7011i", + "63.4134+16.7724i", + "63.6902+16.8865i", + "65.4575+17.6068i", + "66.1694+17.8986i", + "65.7687+17.7371i", + "65.0625+17.4512i", + "64.2087+17.1054i", + "62.894+16.5722i", + "61.232+15.8978i", + "57.5773+15.0391i", + "56.5219+14.6134i", + "55.8057+14.3215i", + "55.3717+14.1435i", + "55.3641+14.1255i", + "55.8355+14.2706i", + "56.4018+14.4433i", + "57.3938+14.7801i", + "57.873+14.8983i", + "58.3303+15.0451i", + "59.0138+15.2913i", + "59.0698+15.3181i", + "59.0313+15.3179i", + "59.1193+15.3576i", + "59.5345+15.5441i", + "59.8638+15.6915i", + "60.7215+16.0753i", + "62.9328+16.9958i", + "64.2086+17.5615i", + "63.7812+17.4313i", + "63.0598+17.1719i", + "61.7741+16.6823i", + "60.037+15.9971i", + "58.4562+15.374i", + "57.1443+14.8141i", + "55.915+14.3521i", + "55.7176+14.2762i", + "55.4766+14.1859i", + "55.9656+14.3506i", + "57.14+14.6431i", + "60.6876+15.8167i", + "64.5381+17.1025i", + "66.1404+17.4512i", + "66.5941+17.4452i", + "66.4276+17.2725i", + "65.9349+17.0194i", + "65.3249+16.8364i", + "64.9183+16.6716i", + "65.0559+16.7734i", + "65.1682+16.8765i", + "65.4095+17.1261i", + "67.1383+17.9533i", + "67.8451+18.438i", + "66.7707+18.1803i", + "65.5553+17.8227i", + "63.6599+17.2169i", + "61.2381+16.3443i", + "59.0341+15.5174i", + "56.0371+14.6622i", + "55.3216+14.395i", + "54.6206+14.1177i", + "54.466+14.0167i", + "55.258+14.2194i", + "57.7526+14.9098i", + "62.0101+16.1665i", + "65.6726+17.3061i", + "66.803+17.5005i", + "67.256+17.5305i", + "67.3802+17.4506i", + "67.006+17.2569i", + "66.6324+17.139i", + "66.5996+17.1205i", + "66.0755+16.9996i", + "65.7947+17.0279i", + "65.6601+17.1652i", + "67.1194+17.8847i", + "67.5697+18.285i", + "66.2776+17.9725i", + "64.8778+17.588i", + "62.855+16.9902i", + "60.434+16.1779i", + "57.9082+15.2822i", + "55.9992+14.6918i", + "55.0763+14.3469i", + "54.3858+14.0678i", + "54.0944+13.9477i", + "54.7408+14.1425i", + "56.6627+14.6434i", + "60.4872+15.8128i", + "64.7468+17.1249i", + "66.5252+17.439i", + "67.0064+17.3775i", + "66.8112+17.2259i", + "66.3895+16.9759i", + "65.8444+16.832i", + "65.9943+16.8963i", + "65.9168+16.9375i", + "65.6932+16.9967i", + "65.2456+17.0135i", + "66.5418+17.6887i", + "67.3153+18.244i", + "65.8368+17.8883i", + "64.3487+17.4923i", + "62.3141+16.8841i", + "60.2172+16.1851i", + "57.9883+15.3724i", + "57.0428+14.8591i", + "56.0634+14.4792i", + "55.3429+14.2076i", + "55.2423+14.1334i", + "55.9168+14.3128i", + "58.0507+14.9651i", + "61.9092+16.1698i", + "65.4544+17.2899i", + "66.4357+17.4827i", + "66.0256+17.2833i", + "65.3842+16.965i", + "64.485+16.6247i", + "63.7459+16.353i", + "63.4973+16.2646i", + "63.4444+16.3077i", + "63.3789+16.3957i", + "63.5586+16.6266i", + "65.0295+17.3564i", + "66.1124+17.9764i", + "65.354+17.7698i", + "64.4545+17.5087i", + "62.7168+16.9639i", + "60.9159+16.3315i", + "58.8159+15.554i", + "57.2375+14.943i", + "56.2899+14.5781i", + "55.7279+14.3411i", + "55.5445+14.2245i", + "56.2416+14.4145i", + "58.325+15.0294i", + "62.2542+16.2399i", + "65.6384+17.2921i", + "66.8287+17.5375i", + "67.0704+17.5768i", + "66.9701+17.4657i", + "66.1921+17.143i", + "65.6529+16.9356i", + "65.3615+16.8114i", + "65.0796+16.7896i", + "64.6134+16.7307i", + "64.7127+16.9218i", + "65.9647+17.6128i", + "66.4084+18.0093i", + "65.3377+17.6998i", + "64.1763+17.3376i", + "62.6308+16.8542i", + "60.7528+16.2298i", + "58.7048+15.484i", + "56.8827+14.8252i", + "56.1065+14.5095i", + "55.3634+14.2074i", + "54.94+14.0353i", + "54.8179+13.9856i", + "55.2507+14.1616i", + "56.2107+14.5519i", + "57.0151+14.879i", + "57.8633+15.2239i", + "58.2317+15.3737i", + "57.8912+15.2352i", + "57.2837+14.9882i", + "56.674+14.7403i", + "56.2547+14.5698i", + "56.0953+14.505i", + "56.194+14.5451i", + "57.3239+15.0045i", + "59.6533+15.9517i", + "61.4087+16.6654i", + "61.1527+16.5614i", + "60.6572+16.3599i", + "59.9852+16.0866i", + "58.8782+15.6365i", + "57.4634+15.0613i", + "55.5868+14.4912i", + "54.7576+14.1541i", + "54.0772+13.8774i", + "53.7158+13.7304i", + "53.7249+13.7342i", + "53.9149+13.8114i", + "54.6421+14.1071i", + "55.4671+14.4425i", + "55.6797+14.5289i", + "55.1537+14.3151i", + "54.5663+14.0763i", + "54.1362+13.9014i", + "54.1044+13.8885i", + "54.7706+14.1593i", + "55.0922+14.2901i", + "55.764+14.5633i", + "56.8456+15.003i", + "59.4748+16.072i", + "61.1113+16.7374i", + "60.9276+16.6627i", + "60.4453+16.4667i", + "59.4574+16.065i", + "57.8368+15.4061i", + "56.2876+14.7761i", + "54.6049+14.1633i", + "53.465+13.7766i", + "52.9461+13.5739i", + "52.7775+13.5075i", + "53.5288+13.7357i", + "56.0794+14.469i", + "61.0004+15.7891i", + "66.4685+17.397i", + "70.0477+18.2045i", + "71.5631+18.5529i", + "72.5191+18.7643i", + "73.039+18.8358i", + "72.3977+18.7395i", + "72.1585+18.6482i", + "71.5121+18.4604i", + "70.4425+18.2992i", + "69.9081+18.3084i", + "70.5758+18.8019i", + "70.1344+19.0312i", + "68.1758+18.5779i", + "66.5075+18.1566i", + "63.9821+17.4352i", + "60.7248+16.3889i", + "57.7593+15.3262i", + "56.3835+14.6929i", + "55.2473+14.2628i", + "54.9805+14.1458i", + "54.8186+14.0318i", + "55.6707+14.2283i", + "57.9065+14.8088i", + "62.4011+16.1141i", + "67.1313+17.5543i", + "69.4111+18.0892i", + "70.4229+18.314i", + "70.6218+18.3039i", + "70.3123+18.1497i", + "69.8732+17.9653i", + "70.5407+18.2098i", + "70.5578+18.312i", + "69.8806+18.2367i", + "69.0997+18.1942i", + "69.6431+18.6452i", + "69.4783+18.8889i", + "68.0331+18.5381i", + "66.6524+18.1797i", + "64.4439+17.499i", + "61.5729+16.4914i", + "58.9072+15.5258i", + "56.5092+14.827i", + "55.1348+14.3239i", + "54.255+14.0055i", + "53.9591+13.8734i", + "54.3388+13.9714i", + "56.3256+14.4676i", + "60.5736+15.7335i", + "65.0242+17.1004i", + "67.6218+17.6143i", + "68.7922+17.744i", + "68.8873+17.6944i", + "68.9147+17.7094i", + "68.5552+17.6583i", + "69.0838+17.8125i", + "69.1269+17.9037i", + "68.7556+17.8514i", + "67.8744+17.8264i", + "68.731+18.3625i", + "68.7454+18.6323i", + "66.9303+18.2314i", + "65.2887+17.7963i", + "62.9558+17.0855i", + "60.1974+16.1363i", + "57.5206+15.1846i", + "54.5916+14.3952i", + "53.2822+13.9356i", + "52.601+13.6694i", + "52.1422+13.4983i", + "52.8406+13.6802i", + "55.7614+14.4104i", + "60.0517+15.5382i", + "65.3974+17.1049i", + "68.8251+17.8145i", + "70.7656+18.2242i", + "71.8648+18.437i", + "71.4365+18.357i", + "70.7813+18.2266i", + "70.6447+18.109i", + "69.7679+18.0234i", + "68.6077+17.8118i", + "67.6888+17.7006i", + "67.8373+18.0584i", + "67.8573+18.3678i", + "66.0622+17.9346i", + "64.362+17.5063i", + "61.8994+16.8211i", + "59.1327+15.9836i", + "56.1266+14.9489i", + "57.0123+14.8191i", + "55.8226+14.3525i", + "55.1453+14.0811i", + "54.9379+13.9695i", + "55.3361+14.0797i", + "56.8094+14.5596i", + "59.9326+15.6308i", + "63.0287+16.7055i", + "63.6886+16.8285i", + "63.4332+16.6504i", + "63.3785+16.5867i", + "63.0773+16.454i", + "62.7861+16.3366i", + "62.2191+16.1164i", + "61.4881+15.8758i", + "61.3099+15.8693i", + "61.9781+16.2242i", + "63.3626+16.8788i", + "64.7261+17.5537i", + "63.9126+17.2995i", + "62.9547+16.987i", + "61.7355+16.5746i", + "60.4233+16.1154i", + "58.6888+15.4559i", + "55.5956+14.5849i", + "54.5592+14.1635i", + "53.7831+13.8479i", + "53.3711+13.6804i", + "53.3066+13.6542i", + "53.71+13.8182i", + "54.7417+14.2377i", + "55.669+14.6147i", + "55.7603+14.6518i", + "55.3363+14.4795i", + "54.7952+14.2594i", + "54.1957+14.0157i", + "53.8076+13.8579i", + "53.7921+13.8516i", + "54.3702+14.0867i", + "54.7138+14.2263i", + "55.649+14.6066i", + "57.6109+15.4043i", + "59.3705+16.1198i", + "59.1202+16.018i", + "58.5309+15.7784i", + "58.126+15.6138i", + "57.0174+15.163i", + "55.633+14.6001i", + "53.8353+14.0065i", + "52.9177+13.6334i", + "52.2732+13.3713i", + "51.8706+13.2077i", + "51.7773+13.1697i", + "52.0319+13.2732i", + "52.7392+13.5608i", + "53.4317+13.8424i", + "53.8803+14.0248i", + "54.194+14.1523i", + "53.9722+14.0621i", + "53.5854+13.9049i", + "53.4339+13.8433i", + "53.8322+14.0052i", + "53.849+14.0121i", + "54.5225+14.2859i", + "55.0985+14.5201i", + "57.1517+15.3549i", + "58.9952+16.1045i", + "58.6428+15.9612i", + "58.3699+15.8502i", + "57.8045+15.6203i", + "56.5072+15.0929i", + "55.0316+14.4929i", + "53.3079+13.9149i", + "52.0805+13.5334i", + "51.2023+13.2603i", + "50.9623+13.1563i", + "51.6291+13.3626i", + "53.6263+13.9334i", + "57.4811+15.0312i", + "59.9023+15.8405i", + "61.5112+16.2019i", + "62.6634+16.2842i", + "62.7755+16.1051i", + "63.1591+16.0306i", + "62.5295+15.8399i", + "62.5425+15.901i", + "62.1387+15.8964i", + "62.0349+16.0113i", + "62.4424+16.3071i", + "65.5235+17.3424i", + "67.7814+18.2945i", + "66.4911+18.03i", + "64.6026+17.5924i", + "62.0455+16.9133i", + "58.8822+15.9393i", + "55.6402+14.9297i", + "55.699+14.6714i", + "54.8145+14.3089i", + "54.298+14.0896i", + "54.3635+14.0597i", + "55.4083+14.3278i", + "57.659+14.9454i", + "62.1745+16.3112i", + "66.4626+17.6569i", + "67.2856+17.6926i", + "66.5443+17.2453i", + "65.5307+16.7484i", + "64.7981+16.4677i", + "64.5957+16.418i", + "64.2763+16.3288i", + "64.2929+16.4366i", + "63.3686+16.244i", + "63.5702+16.5261i", + "65.0558+17.2638i", + "66.9068+18.2094i", + "66.24+18.0799i", + "65.0868+17.7624i", + "63.3401+17.2298i", + "60.8803+16.3701i", + "58.3841+15.4841i", + "57.0572+14.9915i", + "56.053+14.6221i", + "55.3466+14.3643i", + "55.2031+14.2872i", + "55.7252+14.4179i", + "57.715+14.9524i", + "62.0621+16.2821i", + "66.7003+17.7723i", + "67.6325+17.8125i", + "66.611+17.2902i", + "66.2224+17.0157i", + "65.161+16.5886i", + "64.172+16.3389i", + "63.891+16.2268i", + "63.8083+16.309i", + "63.1504+16.1481i", + "63.5612+16.5346i", + "65.2211+17.321i", + "66.8026+18.1345i", + "65.8464+17.9141i", + "64.7682+17.6602i", + "62.9478+17.109i", + "60.4455+16.235i", + "58.1412+15.3911i", + "56.5857+14.8662i", + "55.4371+14.4445i", + "54.842+14.2151i", + "54.6751+14.1336i", + "55.2805+14.3018i", + "57.8871+15.055i", + "61.6788+16.2236i", + "65.575+17.4953i", + "66.8393+17.5895i", + "66.8133+17.3966i", + "65.8179+16.8925i", + "64.6853+16.4317i", + "64.5436+16.3996i", + "64.1582+16.3382i", + "63.7849+16.3491i", + "62.9978+16.2157i", + "63.3677+16.537i", + "65.0279+17.2983i", + "66.363+17.9838i", + "65.1426+17.6782i", + "63.9333+17.3459i", + "62.307+16.8691i", + "59.9948+16.067i", + "57.9312+15.3434i", + "57.1635+14.8477i", + "56.3246+14.5148i", + "55.6544+14.2516i", + "55.5494+14.1879i", + "56.1406+14.3618i", + "57.8226+14.9269i", + "60.9738+15.9809i", + "64.4855+17.2202i", + "64.689+17.1848i", + "63.546+16.7012i", + "62.8351+16.3972i", + "61.6302+15.9141i", + "60.8889+15.6326i", + "60.56+15.5279i", + "61.1033+15.8056i", + "60.7745+15.7461i", + "61.2611+16.0372i", + "62.8254+16.7348i", + "64.695+17.5825i", + "63.8093+17.2799i", + "62.8871+16.9592i", + "61.6068+16.5298i", + "60.0128+15.9524i", + "58.3058+15.2968i", + "55.4792+14.4847i", + "54.3848+14.0398i", + "53.6882+13.7565i", + "53.3339+13.6124i", + "53.4031+13.6406i", + "54.1884+13.9599i", + "55.2543+14.3933i", + "55.9625+14.6812i", + "56.5013+14.9003i", + "55.6965+14.5731i", + "55.4225+14.4617i", + "55.2356+14.3857i", + "54.905+14.2513i", + "54.824+14.2183i", + "55.0417+14.3068i", + "55.3411+14.4286i", + "56.0388+14.7123i", + "57.7714+15.4167i", + "59.8673+16.2689i", + "59.4639+16.1049i", + "58.8983+15.8749i", + "58.0925+15.5473i", + "56.9507+15.083i", + "55.5989+14.5334i", + "52.9099+13.7968i", + "52.3314+13.5616i", + "51.6525+13.2856i", + "51.325+13.1524i", + "51.3302+13.1545i", + "51.5607+13.2483i", + "52.3658+13.5756i", + "53.0756+13.8642i", + "53.0656+13.8601i", + "52.5645+13.6564i", + "52.0472+13.4461i", + "51.4989+13.2231i", + "51.0845+13.0546i", + "51.3826+13.1758i", + "51.8824+13.379i", + "52.4596+13.6137i", + "53.6954+14.1162i", + "55.7014+14.9318i", + "58.3621+16.0137i", + "58.2578+15.9712i", + "57.6759+15.7347i", + "56.7265+15.3486i", + "55.1956+14.7262i", + "53.917+14.2063i", + "51.9434+13.5651i", + "50.9218+13.2039i", + "50.534+13.0737i", + "50.6414+13.128i", + "51.4244+13.3459i", + "53.7715+13.9393i", + "58.6959+15.2944i", + "62.7446+16.5548i", + "65.4007+17.0827i", + "66.9704+17.3439i", + "67.1039+17.2786i", + "66.805+17.1256i", + "65.8837+16.8136i", + "65.8065+16.7255i", + "65.3622+16.6799i", + "65.0032+16.6543i", + "64.4347+16.7596i", + "65.255+17.3293i", + "65.9366+17.8836i", + "64.0403+17.4903i", + "62.1885+16.9981i", + "59.901+16.3647i", + "57.3726+15.5932i", + "54.7226+14.6426i", + "54.5999+14.3313i", + "53.9286+14.0851i", + "53.0975+13.7638i", + "52.9378+13.7114i", + "53.1173+13.7283i", + "55.036+14.2193i", + "58.7715+15.3315i", + "62.3238+16.4811i", + "64.5462+16.9219i", + "65.3571+16.9681i", + "64.9927+16.723i", + "64.4614+16.5266i", + "63.5707+16.235i", + "63.4802+16.2124i", + "63.399+16.2492i", + "63.6892+16.4601i", + "63.4684+16.5576i", + "64.3156+17.0719i", + "65.4539+17.7641i", + "64.2869+17.4903i", + "62.8067+17.0903i", + "60.7226+16.466i", + "58.1996+15.6114i", + "55.8453+14.7519i", + "54.0695+14.0948i", + "53.5234+13.9043i", + "52.8538+13.6374i", + "52.6763+13.556i", + "53.2435+13.708i", + "55.3584+14.3307i", + "58.8636+15.3947i", + "62.7677+16.6172i", + "64.3272+16.8915i", + "64.6417+16.8589i", + "64.4962+16.686i", + "63.828+16.386i", + "63.1099+16.1592i", + "62.423+15.9017i", + "62.0418+15.8353i", + "61.9527+15.9735i", + "62.4921+16.353i", + "63.6425+16.9377i", + "65.1602+17.7124i", + "63.9579+17.4353i", + "62.6758+17.083i", + "60.6557+16.4523i", + "58.1518+15.5783i", + "55.809+14.7249i", + "54.9033+14.3095i", + "53.7337+13.8785i", + "53.0917+13.631i", + "52.8733+13.5438i", + "53.4527+13.7032i", + "55.3222+14.2075i", + "59.0901+15.3509i", + "63.133+16.6488i", + "64.6116+16.9025i", + "65.4577+17.0255i", + "65.8605+17.0734i", + "65.6163+16.9279i", + "65.0144+16.7764i", + "65.2702+16.8657i", + "64.58+16.7022i", + "63.7677+16.4838i", + "63.7032+16.6621i", + "64.5885+17.1496i", + "65.9989+17.9076i", + "64.8283+17.6537i", + "63.5509+17.2958i", + "61.7406+16.7369i", + "59.2513+15.8853i", + "57.1766+15.1547i", + "56.8244+14.6961i", + "55.8083+14.2954i", + "55.0499+14.0043i", + "54.8714+13.9067i", + "55.4346+14.0728i", + "56.7499+14.4893i", + "59.8126+15.5472i", + "62.7055+16.5801i", + "63.1807+16.6364i", + "63.0107+16.4932i", + "62.9699+16.4403i", + "62.7903+16.3586i", + "62.571+16.2851i", + "62.3608+16.2187i", + "62.3573+16.2766i", + "62.4007+16.3761i", + "62.8531+16.635i", + "63.8571+17.117i", + "64.9583+17.6445i", + "64.158+17.3837i", + "63.2256+17.0542i", + "61.9159+16.5993i", + "60.1518+15.9554i", + "58.1506+15.1959i", + "56.3483+14.5557i", + "55.2988+14.1356i", + "54.8915+13.9751i", + "54.4824+13.8091i", + "54.4057+13.7755i", + "54.8471+13.9419i", + "55.8277+14.3271i", + "56.7078+14.6945i", + "57.7134+15.0898i", + "58.4988+15.3803i", + "59.4249+15.7295i", + "59.4969+15.7527i", + "59.0122+15.5629i", + "58.6465+15.4195i", + "58.5116+15.3653i", + "58.6239+15.424i", + "58.6239+15.4253i", + "60.1219+16.01i", + "62.241+16.8599i", + "61.8797+16.7294i", + "61.1961+16.4685i", + "60.3744+16.1564i", + "59.4699+15.8077i", + "57.94+15.1972i", + "54.5547+14.3361i", + "53.553+13.9385i", + "52.8929+13.6688i", + "52.4688+13.4932i", + "52.4274+13.4426i", + "53.0894+13.6138i", + "54.3662+13.9793i", + "55.6423+14.3541i", + "56.9594+14.7121i", + "58.3189+15.1579i", + "58.6168+15.2521i", + "58.9287+15.3731i", + "58.6693+15.3196i", + "58.587+15.2786i", + "58.2122+15.1748i", + "58.1757+15.21i", + "58.0182+15.2116i", + "58.694+15.5461i", + "60.3674+16.2945i", + "59.741+16.1381i", + "59.7349+16.2009i", + "58.757+15.8683i", + "57.1122+15.2599i", + "55.1306+14.4936i", + "52.3781+13.7947i", + "51.4245+13.4613i", + "50.561+13.222i", + "50.5273+13.1896i", + "51.4541+13.4275i", + "54.6855+14.2535i", + "59.9254+15.6095i", + "64.8049+17.0262i", + "67.647+17.6073i", + "69.6106+17.9173i", + "70.7767+18.154i", + "71.0019+18.1314i", + "70.4014+18.05i", + "69.8814+17.8614i", + "68.4239+17.4943i", + "67.6355+17.3812i", + "67.4506+17.4765i", + "68.7872+18.067i", + "71.0212+19.0058i", + "69.1668+18.6721i", + "66.388+18.0659i", + "63.068+17.2462i", + "59.5302+16.215i", + "56.161+15.2308i", + "56.655+14.9249i", + "55.6696+14.5694i", + "55.2046+14.3778i", + "54.9815+14.2695i", + "55.3971+14.3148i", + "57.941+15.003i", + "62.4396+16.322i", + "66.8315+17.6196i", + "69.1957+18.0472i", + "69.9173+18.05i", + "68.9103+17.6129i", + "68.6245+17.462i", + "67.8713+17.299i", + "67.1917+17.0731i", + "66.0329+16.7435i", + "65.5142+16.6833i", + "65.2693+16.8659i", + "66.3585+17.53i", + "68.8637+18.726i", + "67.5168+18.4851i", + "66.3207+18.2375i", + "64.2759+17.6404i", + "61.7482+16.7998i", + "59.3118+15.9226i", + "58.7414+15.4376i", + "57.7274+15.0709i", + "57.1396+14.819i", + "57.0213+14.7603i", + "57.6223+14.9285i", + "59.8281+15.6313i", + "64.0638+16.954i", + "67.8277+18.17i", + "68.9444+18.1968i", + "68.5149+17.752i", + "67.376+17.2643i", + "65.8946+16.7214i", + "64.7848+16.3542i", + "64.6883+16.3205i", + "64.0167+16.204i", + "63.8411+16.2225i", + "64.1899+16.568i", + "65.493+17.2815i", + "68.2433+18.5143i", + "67.7555+18.4995i", + "66.7524+18.2658i", + "65.0594+17.7625i", + "62.6777+16.9347i", + "60.4387+16.1028i", + "60.0949+15.7113i", + "59.0519+15.301i", + "58.3972+15.0483i", + "58.4946+15.0515i", + "59.1655+15.2368i", + "61.4585+15.9839i", + "65.2173+17.2035i", + "68.6697+18.353i", + "68.8864+18.2278i", + "67.7298+17.7538i", + "66.3621+17.1547i", + "65.4764+16.8103i", + "64.6443+16.4971i", + "64.4145+16.419i", + "64.0384+16.3427i", + "63.7607+16.3507i", + "64.0919+16.6225i", + "65.4972+17.2916i", + "68.0555+18.4315i", + "67.9175+18.4554i", + "67.1934+18.2581i", + "65.8265+17.8363i", + "63.7399+17.065i", + "61.5341+16.2341i", + "60.3959+15.5881i", + "59.4698+15.2163i", + "59.1789+15.1025i", + "59.0706+15.0494i", + "59.5254+15.2087i", + "61.003+15.7612i", + "63.8026+16.8168i", + "66.1243+17.6933i", + "65.8742+17.5393i", + "65.2537+17.268i", + "63.9571+16.7325i", + "63.0197+16.3584i", + "62.5671+16.1793i", + "62.6229+16.2109i", + "62.5833+16.2092i", + "62.7761+16.3171i", + "63.3836+16.599i", + "64.6837+17.1602i", + "66.8755+18.0808i", + "66.5776+17.9826i", + "66.0022+17.7716i", + "64.9382+17.375i", + "63.4142+16.7832i", + "61.6974+16.1035i", + "58.12+15.1493i", + "57.6839+14.972i", + "56.8787+14.6446i", + "56.4325+14.4632i", + "56.4676+14.4774i", + "56.8775+14.6441i", + "57.9555+15.0824i", + "58.6945+15.3829i", + "59.4806+15.7025i", + "59.4207+15.6781i", + "59.0653+15.5336i", + "58.3849+15.257i", + "57.8544+15.0413i", + "57.6071+14.9407i", + "57.2838+14.8093i", + "56.9521+14.6744i", + "57.7153+14.9847i", + "59.6065+15.7537i", + "62.3229+16.8582i", + "62.24+16.8245i", + "61.8151+16.6517i", + "61.1812+16.394i", + "60.3649+16.0621i", + "58.9275+15.4776i", + "56.3835+14.7512i", + "55.5113+14.3988i", + "54.9437+14.1668i", + "54.5828+14.0169i", + "54.5838+14.0036i", + "54.9903+14.1318i", + "56.0878+14.5222i", + "56.6763+14.7119i", + "57.4636+14.9696i", + "57.3394+14.8911i", + "57.0019+14.7532i", + "56.7035+14.6322i", + "56.5875+14.5938i", + "56.3453+14.4962i", + "55.8902+14.3361i", + "56.3656+14.5492i", + "57.2336+14.9276i", + "59.2421+15.7698i", + "62.2378+17.0033i", + "62.2754+17.0528i", + "61.9031+16.9246i", + "60.949+16.56i", + "59.3902+15.9449i", + "57.4947+15.1854i", + "59.1104+15.2778i", + "58.2099+14.9198i", + "57.8146+14.7585i", + "57.8+14.7499i", + "58.4028+14.9723i", + "59.8037+15.4489i", + "62.8522+16.5562i", + "65.4631+17.5018i", + "65.8763+17.4898i", + "64.9255+17.027i", + "63.7308+16.5159i", + "62.8266+16.1441i", + "62.367+15.9654i", + "62.1102+15.8966i", + "62.0184+15.8923i", + "62.3432+16.0627i", + "63.0388+16.4314i", + "64.5246+17.1026i", + "67.58+18.4034i", + "67.5059+18.4613i", + "66.6446+18.1745i", + "65.3935+17.7328i", + "63.2577+16.9111i", + "61.0543+16.0518i", + "60.3921+15.666i", + "59.4506+15.2871i", + "58.9798+15.0921i", + "58.8951+15.0369i", + "59.5224+15.2147i", + "61.1744+15.7456i", + "64.7784+16.9811i", + "67.8248+18.0336i", + "67.7626+17.8756i", + "67.1848+17.572i", + "66.8593+17.4133i", + "66.2885+17.1686i", + "65.8236+16.9818i", + "66.0601+17.0936i", + "66.2+17.2003i", + "65.9107+17.1775i", + "66.1699+17.3771i", + "67.0169+17.8172i", + "69.056+18.7394i", + "68.4652+18.5704i", + "67.5954+18.298i", + "66.1461+17.7927i", + "63.9131+16.9522i", + "61.5904+16.0509i", + "57.5191+15.0934i", + "56.2539+14.6529i", + "55.4907+14.3645i", + "55.1337+14.2237i", + "55.7385+14.3692i", + "58.3824+15.0848i", + "62.1787+16.1854i", + "66.6317+17.5332i", + "69.501+18.1553i", + "70.9194+18.4203i", + "71.6577+18.4504i", + "71.9584+18.4327i", + "71.7012+18.4177i", + "71.3341+18.3289i", + "70.3522+18.156i", + "69.5651+18.0457i", + "68.6989+17.9921i", + "68.7967+18.2821i", + "69.9197+18.8987i", + "68.4454+18.6044i", + "66.7808+18.1742i", + "64.5923+17.5226i", + "61.6585+16.5571i", + "58.8917+15.5627i", + "56.2212+14.8251i", + "54.9266+14.3766i", + "54.1398+14.0652i", + "53.8764+13.9618i", + "54.4701+14.1088i", + "56.8889+14.7346i", + "61.0788+15.8667i", + "64.9816+17.0836i", + "68.2261+17.7588i", + "70.3339+18.1996i", + "70.8868+18.3915i", + "71.045+18.3999i", + "70.2186+18.1667i", + "69.4124+17.9321i", + "67.6946+17.4i", + "66.3265+17.0193i", + "65.4647+16.9547i", + "65.9684+17.3817i", + "67.3003+18.044i", + "66.1641+17.9499i", + "64.7135+17.5983i", + "62.8467+17.0369i", + "60.3671+16.195i", + "58.0912+15.451i", + "58.2167+15.1107i", + "57.2528+14.7314i", + "56.4444+14.4088i", + "56.275+14.3221i", + "56.7228+14.4453i", + "58.31+14.9586i", + "60.9321+15.8305i", + "63.5087+16.7059i", + "64.7145+17.0515i", + "64.3728+16.8689i", + "64.0355+16.708i", + "63.3651+16.4341i", + "63.398+16.4507i", + "63.1542+16.3499i", + "63.037+16.3398i", + "62.8871+16.3713i", + "63.3839+16.652i", + "64.4589+17.1769i", + "66.1919+17.9672i", + "65.8748+17.9001i", + "64.6579+17.4787i", + "63.6355+17.1536i", + "61.852+16.5095i", + "59.9781+15.8053i", + "57.6124+15.1633i", + "56.3944+14.6681i", + "55.5538+14.3263i", + "55.3296+14.2351i", + "55.4046+14.2656i", + "55.8364+14.4412i", + "56.8638+14.8589i", + "57.4217+15.0858i", + "57.7388+15.2147i", + "56.9785+14.9056i", + "56.4859+14.7052i", + "55.5057+14.3067i", + "55.2663+14.2094i", + "55.0512+14.1219i", + "54.8045+14.0216i", + "55.2801+14.215i", + "56.3879+14.6654i", + "58.0174+15.328i", + "60.9461+16.5188i", + "61.2475+16.6413i", + "61.0487+16.5605i", + "60.5357+16.3519i", + "59.2828+15.8425i", + "57.7191+15.2067i", + "56.1718+14.6783i", + "55.3059+14.3262i", + "54.6991+14.0795i", + "54.7182+14.0873i", + "54.5904+14.0353i", + "54.545+14.0168i", + "55.3031+14.3251i", + "55.7111+14.491i", + "55.8598+14.5515i", + "55.5183+14.4126i", + "55.091+14.2389i", + "54.6657+14.0659i", + "54.3745+13.9475i", + "54.4492+13.9779i", + "54.5127+14.0037i", + "55.4911+14.4015i", + "56.0279+14.6198i", + "57.883+15.3741i", + "60.9987+16.6409i", + "61.4497+16.8243i", + "61.139+16.6979i", + "60.4604+16.422i", + "59.1199+15.877i", + "57.886+15.3753i", + "57.0806+14.9896i", + "56.058+14.6071i", + "55.1221+14.3571i", + "54.9205+14.2733i", + "55.4401+14.4463i", + "56.8574+14.8518i", + "59.8355+15.7992i", + "61.4483+16.3461i", + "61.8982+16.3868i", + "61.9605+16.1613i", + "62.884+16.2775i", + "62.6993+16.0406i", + "62.2185+15.8137i", + "61.6877+15.6348i", + "61.9384+15.7792i", + "62.1808+15.9273i", + "62.893+16.2089i", + "65.3193+17.0929i", + "69.0427+18.4112i", + "68.8559+18.5809i", + "67.365+18.282i", + "65.1581+17.6741i", + "62.1055+16.7345i", + "59.2139+15.7835i", + "58.6297+15.3347i", + "57.9082+15.0422i", + "57.5242+14.8853i", + "57.5062+14.8471i", + "58.6159+15.1763i", + "60.8326+15.8636i", + "65.0982+17.2685i", + "68.3458+18.2783i", + "68.7455+18.2104i", + "67.6542+17.6744i", + "66.4594+17.1166i", + "65.6229+16.7697i", + "64.846+16.4502i", + "64.1137+16.1917i", + "63.7732+16.1722i", + "63.3693+16.1393i", + "63.8185+16.4697i", + "65.3964+17.2572i", + "67.481+18.221i", + "68.1414+18.5943i", + "67.4382+18.4267i", + "65.9077+17.9486i", + "63.3835+17.0261i", + "61.0366+16.1603i", + "58.773+15.4266i", + "58.0794+15.1906i", + "57.3673+14.9264i", + "57.2561+14.8553i", + "58.0682+15.0849i", + "60.1382+15.6689i", + "65.066+17.0801i", + "68.5657+18.1469i", + "70.5348+18.3926i", + "70.6108+18.1757i", + "70.5436+18.0317i", + "70.3591+17.9496i", + "69.6103+17.7523i", + "69.4833+17.7222i", + "68.7127+17.5625i", + "67.7101+17.383i", + "67.2876+17.4659i", + "68.0737+18.0253i", + "70.0067+18.914i", + "69.9546+19.0932i", + "68.5538+18.7473i", + "66.4981+18.1489i", + "63.539+17.124i", + "61.0654+16.2461i", + "59.0345+15.5909i", + "57.9+15.1642i", + "57.1348+14.8842i", + "57.279+14.8709i", + "57.8827+14.9628i", + "60.5851+15.7168i", + "65.0716+17.0541i", + "68.9554+18.2226i", + "70.343+18.4022i", + "69.8965+18.061i", + "69.6148+17.7819i", + "69.1845+17.6048i", + "68.3316+17.2962i", + "68.088+17.2614i", + "67.607+17.223i", + "67.2966+17.2979i", + "66.8761+17.3291i", + "67.4593+17.7886i", + "69.5068+18.8249i", + "69.462+18.9791i", + "68.2335+18.6798i", + "66.3827+18.1766i", + "63.7393+17.2755i", + "61.0206+16.3135i", + "62.0511+16.1363i", + "61.1016+15.7502i", + "60.4856+15.4997i", + "60.3677+15.4518i", + "60.8116+15.6323i", + "62.0581+16.1391i", + "64.648+17.1922i", + "66.4494+17.9246i", + "65.3738+17.4873i", + "63.8531+16.869i", + "62.5985+16.3589i", + "61.6037+15.9544i", + "60.4943+15.5033i", + "60.1568+15.3661i", + "60.0795+15.3346i", + "60.5208+15.5141i", + "61.2459+15.8089i", + "63.3314+16.6568i", + "66.3246+17.8739i", + "66.8698+18.0955i", + "66.6092+17.9896i", + "65.9712+17.7302i", + "64.7201+17.2215i", + "63.189+16.5989i", + "58.9328+15.5392i", + "57.9186+15.1268i", + "57.3515+14.8963i", + "57.0549+14.7757i", + "57.1052+14.7961i", + "57.6675+15.0248i", + "58.9113+15.5305i", + "59.2814+15.681i", + "59.0812+15.5996i", + "58.5323+15.3764i", + "57.7014+15.0385i", + "56.6017+14.5914i", + "55.9995+14.3466i", + "55.7045+14.2266i", + "55.5686+14.1714i", + "56.0967+14.3861i", + "56.5577+14.5735i", + "58.53+15.3754i", + "61.7448+16.6826i", + "62.0158+16.7928i", + "61.6361+16.6384i", + "60.9583+16.3628i", + "59.8522+15.9131i", + "58.6493+15.424i", + "55.2011+14.5165i", + "54.307+14.153i", + "53.9641+14.0136i", + "53.7775+13.9377i", + "53.6858+13.9004i", + "54.0091+14.0319i", + "54.901+14.3945i", + "55.1114+14.4801i", + "54.9507+14.4147i", + "54.1843+14.1031i", + "53.3188+13.7512i", + "52.3094+13.3408i", + "51.7941+13.1313i", + "51.5187+13.0193i", + "51.9145+13.1802i", + "52.6953+13.4977i", + "54.1049+14.0708i", + "56.3645+14.9896i", + "59.4312+16.2365i", + "59.8719+16.4157i", + "59.1221+16.1108i", + "58.523+15.8672i", + "56.982+15.2406i", + "55.2297+14.5282i", + "56.5542+14.5441i", + "55.9149+14.3078i", + "54.922+14.0674i", + "55.5702+14.1705i", + "56.09+14.3518i", + "57.4524+14.8102i", + "60.7328+15.9155i", + "63.3413+16.8485i", + "63.7426+16.757i", + "63.7947+16.6279i", + "63.3241+16.3724i", + "62.8771+16.2097i", + "62.5194+16.0897i", + "63.0471+16.2848i", + "62.744+16.2312i", + "62.5993+16.2566i", + "63.1503+16.5812i", + "64.0034+17.0351i", + "66.1044+17.9748i", + "66.1124+18.0483i", + "65.1991+17.7779i", + "63.4689+17.1688i", + "61.3766+16.3878i", + "59.0849+15.5211i", + "56.3413+14.805i", + "55.5109+14.4697i", + "54.9689+14.2492i", + "54.8403+14.1875i", + "55.2706+14.3103i", + "56.8225+14.7649i", + "60.2258+15.8347i", + "63.7218+16.8227i", + "65.4484+17.0479i", + "66.2398+17.1139i", + "66.043+16.9666i", + "66.154+17.009i", + "66.1865+17.0388i", + "65.7666+16.8584i", + "65.9964+16.9561i", + "65.7723+16.9785i", + "65.4875+17.0211i", + "65.9091+17.4104i", + "67.2747+18.2275i", + "66.2722+18.0661i", + "65.2555+17.7405i", + "63.5255+17.1895i", + "60.852+16.2708i", + "58.679+15.5128i", + "56.0098+14.7038i", + "54.9363+14.3279i", + "54.402+14.1139i", + "54.0192+13.9776i", + "54.0127+13.9302i", + "55.4791+14.3986i", + "58.9348+15.5256i", + "62.4971+16.589i", + "63.673+16.6966i", + "63.8291+16.5732i", + "63.4646+16.3264i", + "63.2326+16.1916i", + "63.2774+16.196i", + "63.1546+16.1478i", + "63.2798+16.2446i", + "62.9175+16.2141i", + "62.8556+16.3252i", + "63.3663+16.711i", + "64.6419+17.4399i", + "64.4737+17.5617i", + "63.788+17.3422i", + "62.2102+16.8301i", + "60.0276+16.0754i", + "57.9125+15.3546i", + "56.4277+14.7644i", + "55.2377+14.3024i", + "54.5559+14.0339i", + "54.3108+13.9313i", + "54.5311+13.9926i", + "55.6598+14.3631i", + "58.5705+15.362i", + "60.7296+16.0688i", + "61.5907+16.1895i", + "61.8941+16.2034i", + "61.5356+15.9997i", + "60.7763+15.6782i", + "60.0403+15.3985i", + "59.5678+15.2154i", + "59.1009+15.1067i", + "59.1156+15.1842i", + "59.7213+15.5208i", + "61.0203+16.1776i", + "63.4224+17.2066i", + "63.7482+17.4171i", + "62.8312+17.1246i", + "61.6491+16.7243i", + "59.4382+15.9066i", + "57.4203+15.1434i", + "57.3252+14.766i", + "56.459+14.4138i", + "55.903+14.1877i", + "55.4312+13.9959i", + "55.3851+13.9771i", + "56.4634+14.4156i", + "58.4269+15.2139i", + "60.2896+15.9713i", + "60.5829+16.0905i", + "60.2098+15.9389i", + "59.2888+15.5644i", + "58.826+15.3762i", + "58.8558+15.3883i", + "59.1172+15.4946i", + "58.8808+15.3985i", + "58.8193+15.3735i", + "59.4653+15.6361i", + "60.6058+16.0999i", + "62.7374+16.9666i", + "63.0897+17.1098i", + "62.5869+16.9054i", + "61.7317+16.5577i", + "60.3206+15.9839i", + "58.5233+15.2531i", + "55.5277+14.446i", + "54.9408+14.2101i", + "54.1128+13.8725i", + "53.8845+13.7747i", + "53.8753+13.7532i", + "54.4892+13.9695i", + "55.4692+14.3217i", + "56.2201+14.5821i", + "57.1072+14.9138i", + "57.7559+15.1742i", + "57.7461+15.1643i", + "57.809+15.1872i", + "57.9071+15.2269i", + "57.6617+15.1268i", + "57.1418+14.9276i", + "56.7831+14.7986i", + "56.8788+14.8599i", + "58.0978+15.3843i", + "60.1397+16.2413i", + "60.4378+16.373i", + "59.734+16.1036i", + "58.8856+15.7768i", + "57.7624+15.3381i", + "56.2388+14.7323i", + "53.9623+14.1211i", + "53.3617+13.8768i", + "52.6276+13.5784i", + "52.2089+13.4081i", + "51.9629+13.3081i", + "52.1391+13.3797i", + "52.7845+13.6421i", + "52.8345+13.6625i", + "53.0596+13.754i", + "53.1055+13.7727i", + "53.1453+13.7889i", + "53.3424+13.869i", + "53.1925+13.808i", + "52.9566+13.7122i", + "53.0655+13.7564i", + "53.0383+13.7453i", + "54.1263+14.1877i", + "55.5223+14.7553i", + "58.1344+15.8174i", + "58.834+16.1019i", + "58.321+15.8933i", + "57.4386+15.5345i", + "56.0298+14.9617i", + "54.1+14.177i", + "54.0329+13.9561i", + "53.1966+13.6443i", + "52.8315+13.4936i", + "52.6969+13.4388i", + "53.2133+13.5986i", + "55.1431+14.1781i", + "58.6174+15.3274i", + "61.2457+16.156i", + "62.5237+16.3414i", + "62.9163+16.2944i", + "63.509+16.4325i", + "63.3425+16.3739i", + "63.6044+16.469i", + "63.5889+16.4292i", + "63.017+16.2791i", + "62.5028+16.1757i", + "62.4253+16.3375i", + "62.1496+16.4841i", + "64.2683+17.4505i", + "64.3379+17.603i", + "63.3436+17.309i", + "61.6978+16.7881i", + "59.3914+15.9697i", + "57.3492+15.2166i", + "56.3777+14.7896i", + "55.3827+14.4206i", + "54.8118+14.1937i", + "54.6331+14.1177i", + "55.1859+14.2633i", + "57.0162+14.7219i", + "61.0483+15.9681i", + "64.2565+16.896i", + "66.0738+17.2158i", + "66.6229+17.166i", + "67.4794+17.3331i", + "67.6931+17.3877i", + "67.1082+17.2065i", + "67.0926+17.2574i", + "67.397+17.4647i", + "66.4739+17.2314i", + "65.5589+17.0649i", + "65.4587+17.3642i", + "66.9004+18.1049i", + "66.2053+18.0078i", + "64.8765+17.6741i", + "62.9293+17.0821i", + "60.511+16.2569i", + "58.1419+15.4118i", + "55.9061+14.7258i", + "54.7427+14.3134i", + "54.037+14.0369i", + "53.6365+13.8878i", + "54.1605+14.0179i", + "56.2668+14.5742i", + "60.0219+15.7058i", + "63.58+16.765i", + "66.5333+17.3084i", + "67.8888+17.5342i", + "68.3181+17.5664i", + "68.6326+17.6292i", + "67.6097+17.3789i", + "67.48+17.2877i", + "66.7429+17.0818i", + "66.0682+16.9672i", + "65.5134+17.0095i", + "65.4011+17.351i", + "66.7795+18.0334i", + "66.4496+18.0947i", + "64.918+17.6846i", + "62.8323+17.0919i", + "59.9754+16.144i", + "57.8003+15.3775i", + "56.0551+14.7516i", + "55.0046+14.3636i", + "54.3778+14.1026i", + "53.9992+13.9615i", + "54.548+14.1076i", + "56.4762+14.6242i", + "60.1108+15.7786i", + "62.9617+16.6325i", + "64.5332+16.8063i", + "65.104+16.7825i", + "64.8438+16.6114i", + "64.609+16.4968i", + "63.9088+16.2945i", + "63.5919+16.2371i", + "63.3601+16.2377i", + "63.1596+16.2952i", + "62.8666+16.3638i", + "63.0314+16.7065i", + "65.1821+17.6331i", + "65.3859+17.8554i", + "64.1248+17.5056i", + "62.4553+17.0096i", + "60.0842+16.1987i", + "57.6988+15.3446i", + "58.6558+15.1556i", + "57.6968+14.7656i", + "57.0809+14.5152i", + "56.8902+14.4377i", + "57.2868+14.599i", + "58.3581+15.0345i", + "60.6068+15.9489i", + "62.2659+16.6234i", + "61.7222+16.4024i", + "60.6585+15.9699i", + "59.8803+15.6535i", + "59.0332+15.309i", + "58.2397+14.9864i", + "58.0222+14.898i", + "58.2949+15.0088i", + "58.4378+15.0669i", + "59.3733+15.4473i", + "61.329+16.2425i", + "63.9589+17.3118i", + "64.991+17.7314i", + "64.5056+17.5341i", + "63.7245+17.2165i", + "62.3242+16.6471i", + "61.1473+16.1686i", + "58.292+15.3002i", + "57.3308+14.9093i", + "56.8079+14.6967i", + "56.6056+14.6145i", + "56.5158+14.578i", + "56.9584+14.7579i", + "57.9024+15.1418i", + "58.0158+15.1878i", + "57.8294+15.1121i", + "57.5885+15.0141i", + "57.6736+15.0487i", + "57.249+14.8761i", + "56.6103+14.6164i", + "56.0632+14.3939i", + "56.3276+14.5014i", + "56.9274+14.7453i", + "57.4515+14.9584i", + "59.0036+15.5895i", + "61.4528+16.5853i", + "62.1448+16.8667i", + "61.7042+16.6876i", + "61.0732+16.431i", + "59.9332+15.9675i", + "58.4225+15.3532i", + "55.8978+14.723i", + "54.986+14.3523i", + "54.3152+14.0795i", + "53.6791+13.8209i", + "53.7423+13.8466i", + "54.3641+14.0994i", + "55.1437+14.4164i", + "55.2587+14.4631i", + "55.2819+14.4726i", + "54.3198+14.0814i", + "53.9298+13.9228i", + "53.7401+13.8457i", + "53.0615+13.5698i", + "52.916+13.5106i", + "53.1971+13.6249i", + "53.3886+13.7028i", + "54.9193+14.3251i", + "57.0037+15.1727i", + "59.3166+16.1131i", + "60.4051+16.5557i", + "59.9247+16.3603i", + "58.6261+15.8323i", + "56.8221+15.0988i", + "55.795+14.6812i", + "54.7422+14.2499i", + "53.8921+13.9594i", + "53.3428+13.8571i", + "53.4316+13.9362i", + "54.5481+14.3276i", + "58.4632+15.5639i", + "63.3759+17.0774i", + "63.8639+17.2649i", + "63.9996+17.1497i", + "63.95+16.8312i", + "65.0055+16.8633i", + "65.307+16.708i", + "64.8594+16.5098i", + "64.6167+16.3985i", + "64.0469+16.2957i", + "63.9524+16.3096i", + "65.0375+16.7119i", + "66.394+17.3474i", + "67.6722+18.0226i", + "67.6068+18.135i", + "65.3113+17.5272i", + "61.8571+16.5515i", + "58.679+15.5619i", + "56.796+15.0221i", + "55.5643+14.5478i", + "54.7625+14.2181i", + "54.3965+14.0591i", + "54.7076+14.1453i", + "55.9399+14.5472i", + "59.1209+15.625i", + "63.0307+16.9259i", + "63.9955+17.0604i", + "63.3723+16.6441i", + "62.4714+16.1969i", + "62.1045+15.994i", + "61.4377+15.6849i", + "61.0908+15.5251i", + "60.7718+15.4286i", + "60.3975+15.3448i", + "60.3661+15.4526i", + "60.3976+15.6232i", + "61.4575+16.2342i", + "63.1067+17.0518i", + "64.094+17.5097i", + "62.9957+17.1703i", + "60.9073+16.4343i", + "58.8949+15.7065i", + "56.9576+14.9829i", + "54.7531+14.3568i", + "53.761+13.9654i", + "53.3779+13.8145i", + "53.4289+13.8109i", + "54.2123+14.0544i", + "57.1554+15.1016i", + "60.7348+16.3576i", + "61.1958+16.3696i", + "60.2994+15.8928i", + "59.4735+15.4933i", + "58.6476+15.1003i", + "57.8982+14.7656i", + "57.439+14.5611i", + "57.2582+14.4683i", + "57.1911+14.5001i", + "57.0341+14.523i", + "57.3362+14.7711i", + "58.8429+15.5205i", + "60.5857+16.337i", + "61.8468+16.9035i", + "61.0529+16.6641i", + "59.3034+16.0356i", + "57.072+15.2122i", + "55.3316+14.5616i", + "54.617+14.2138i", + "53.8973+13.936i", + "53.6895+13.8584i", + "54.0972+13.9948i", + "55.707+14.5511i", + "59.1501+15.7471i", + "62.971+17.0578i", + "63.68+17.0958i", + "62.5707+16.4744i", + "61.5892+15.9843i", + "60.9357+15.6691i", + "60.1898+15.3684i", + "59.7522+15.1724i", + "59.7364+15.1712i", + "59.5309+15.1497i", + "59.4051+15.2156i", + "59.4995+15.3971i", + "60.2608+15.8667i", + "62.1078+16.7583i", + "63.0509+17.1896i", + "61.9185+16.833i", + "59.7671+16.0735i", + "57.3498+15.1955i", + "55.6616+14.5795i", + "55.2373+14.2827i", + "54.6137+14.0324i", + "54.1356+13.8385i", + "54.0743+13.8094i", + "54.8697+14.1197i", + "57.3577+15.0995i", + "60.1358+16.1909i", + "60.424+16.2722i", + "59.047+15.6916i", + "57.9128+15.2167i", + "57.1826+14.9119i", + "56.1836+14.5017i", + "55.8023+14.3455i", + "55.6668+14.293i", + "55.7047+14.3226i", + "56.0358+14.4772i", + "56.5757+14.7195i", + "57.7051+15.202i", + "59.5075+15.9542i", + "60.7942+16.4861i", + "60.1106+16.2222i", + "59.0409+15.8009i", + "57.4855+15.1829i", + "56.047+14.6073i", + "53.9112+14.078i", + "53.3157+13.8358i", + "52.77+13.614i", + "52.6239+13.5546i", + "53.004+13.7091i", + "54.1779+14.1864i", + "55.2693+14.6302i", + "55.2696+14.6303i", + "54.6433+14.3757i", + "53.6438+13.9693i", + "52.941+13.6835i", + "52.3365+13.4377i", + "52.0696+13.3292i", + "51.9409+13.2769i", + "52.4154+13.4698i", + "52.9658+13.6936i", + "53.9792+14.1056i", + "55.8312+14.8586i", + "57.6362+15.5925i", + "58.487+15.9385i", + "57.8557+15.6818i", + "56.7433+15.2295i", + "55.2054+14.6042i", + "53.963+14.0991i", + "52.1475+13.6193i", + "51.508+13.3593i", + "51.0736+13.1826i", + "50.9823+13.1455i", + "51.0488+13.1725i", + "51.8305+13.4904i", + "52.2934+13.6786i", + "52.1723+13.6293i", + "51.8846+13.5124i", + "50.9796+13.1444i", + "50.2938+12.8656i", + "49.9288+12.7172i", + "49.798+12.664i", + "49.9259+12.716i", + "50.6342+13.0039i", + "51.3852+13.3093i", + "52.9316+13.9381i", + "54.976+14.7693i", + "56.9165+15.5583i", + "58.1247+16.0496i", + "57.287+15.709i", + "55.6991+15.0633i", + "53.75+14.2708i", + "52.4926+13.7596i", + "52.1483+13.5513i", + "51.3617+13.2954i", + "50.9923+13.1832i", + "50.9816+13.1499i", + "52.3162+13.5851i", + "55.5117+14.6699i", + "59.0425+15.828i", + "59.631+15.935i", + "60.0544+15.789i", + "60.6356+15.7631i", + "60.9081+15.703i", + "61.0976+15.631i", + "60.776+15.4718i", + "61.3264+15.6245i", + "61.8483+15.8052i", + "62.5047+16.0811i", + "62.9168+16.3832i", + "63.5024+16.8896i", + "63.8503+17.2573i", + "64.031+17.4182i", + "61.9672+16.8038i", + "59.1678+15.8912i", + "56.1599+14.8849i", + "54.0539+14.1968i", + "53.1362+13.8126i", + "52.4295+13.5299i", + "52.0943+13.3837i", + "52.3856+13.4792i", + "53.7736+13.9269i", + "57.2731+15.0742i", + "60.8125+16.21i", + "62.1792+16.478i", + "62.4009+16.3367i", + "62.1843+16.1091i", + "62.1334+15.9682i", + "61.9893+15.8445i", + "61.9762+15.8109i", + "62.2113+15.9186i", + "62.22+16.0421i", + "62.0958+16.1663i", + "61.8912+16.306i", + "62.017+16.5633i", + "62.7317+17.0096i", + "62.9037+17.1725i", + "61.4566+16.7093i", + "59.0115+15.8306i", + "56.5167+14.9458i", + "54.7569+14.3043i", + "51.9809+13.633i", + "51.0332+13.2982i", + "50.6564+13.1517i", + "50.8723+13.2354i", + "52.6312+13.7542i", + "56.0376+14.8762i", + "60.4183+16.1953i", + "62.8156+16.7063i", + "64.7498+16.9808i", + "65.114+16.8342i", + "64.8+16.574i", + "64.2541+16.3602i", + "63.6468+16.2682i", + "64.32+16.4168i", + "63.7578+16.2799i", + "63.2088+16.1779i", + "62.3822+16.1564i", + "61.9534+16.3895i", + "61.8998+16.6758i", + "62.8876+17.1034i", + "60.8925+16.5371i", + "58.3183+15.728i", + "55.4375+14.7837i", + "53.3207+14.0763i", + "54.1486+14.0116i", + "53.41+13.7339i", + "53.1146+13.6223i", + "53.4405+13.7219i", + "54.9432+14.2416i", + "58.0746+15.3113i", + "61.8836+16.5963i", + "62.9366+16.8207i", + "62.7408+16.5881i", + "61.9658+16.1871i", + "61.9822+16.1523i", + "61.3126+15.8582i", + "60.547+15.539i", + "60.3636+15.4811i", + "60.1966+15.4854i", + "59.5476+15.3263i", + "59.3111+15.3613i", + "59.9264+15.7742i", + "61.4498+16.5177i", + "62.6307+17.0608i", + "61.4416+16.6603i", + "59.4018+15.9356i", + "57.2554+15.1483i", + "55.3014+14.4192i", + "53.7711+13.9361i", + "52.9212+13.6247i", + "52.4813+13.4582i", + "52.8955+13.5885i", + "54.3054+14.0564i", + "57.7136+15.1946i", + "61.2566+16.3267i", + "62.388+16.5484i", + "62.7265+16.4842i", + "63.2141+16.5494i", + "62.4716+16.2075i", + "62.1637+16.0505i", + "61.8083+15.8892i", + "61.8422+15.9261i", + "61.7169+15.9721i", + "60.9465+15.7959i", + "60.4434+15.7741i", + "60.69+16.058i", + "61.422+16.5231i", + "61.951+16.8156i", + "60.6867+16.4086i", + "58.8704+15.7846i", + "56.6623+14.9959i", + "54.9657+14.3695i", + "53.1769+13.8545i", + "52.5484+13.599i", + "52.1824+13.4502i", + "52.474+13.5687i", + "52.8994+13.7417i", + "53.3879+13.9403i", + "54.2649+14.2969i", + "54.5275+14.4037i", + "54.4298+14.3639i", + "54.5423+14.4097i", + "53.8851+14.1425i", + "52.7793+13.6928i", + "51.8636+13.3205i", + "51.4724+13.1615i", + "51.5753+13.2033i", + "51.8983+13.3347i", + "52.6709+13.6488i", + "54.3273+14.3223i", + "56.4193+15.1729i", + "57.7157+15.7i", + "57.2731+15.52i", + "56.18+15.0756i", + "54.6969+14.4725i", + "53.3285+13.9161i", + "50.845+13.276i", + "50.1689+13.0012i", + "49.6854+12.8046i", + "49.5949+12.7678i", + "49.9206+12.9002i", + "50.6488+13.1963i", + "51.3005+13.4613i", + "51.2511+13.4412i", + "50.9247+13.3084i", + "50.0114+12.9371i", + "49.3403+12.6642i", + "48.5227+12.3318i", + "48.1918+12.1973i", + "48.4886+12.3179i", + "49.4386+12.7042i", + "49.9429+12.9093i", + "50.8674+13.2852i", + "52.9406+14.1281i", + "55.2889+15.0829i", + "56.5896+15.6118i", + "56.0291+15.3839i", + "54.6993+14.8432i", + "52.9126+14.1167i", + "51.4913+13.5388i", + "51.5733+13.4228i", + "50.6381+13.142i", + "50.2846+13.0454i", + "50.4604+13.1445i", + "51.8518+13.5959i", + "55.2432+14.6993i", + "59.3105+15.9658i", + "60.57+16.193i", + "61.6195+16.1648i", + "62.2031+16.0297i", + "62.7789+16.0337i", + "63.5264+16.1187i", + "64.0047+16.3471i", + "64.5239+16.4902i", + "64.4717+16.5091i", + "64.6129+16.6474i", + "63.8465+16.533i", + "63.7957+16.8414i", + "63.922+17.2399i", + "64.2275+17.4775i", + "62.2698+16.8825i", + "59.2972+15.9606i", + "56.174+14.9294i", + "53.6553+14.1165i", + "53.2887+13.8088i", + "52.5041+13.513i", + "52.1433+13.3667i", + "52.4195+13.4644i", + "53.7077+13.9134i", + "56.4747+14.8862i", + "59.8936+16.0373i", + "61.0634+16.3152i", + "61.03+16.1069i", + "60.5513+15.7816i", + "60.4346+15.6276i", + "60.0649+15.4013i", + "59.7964+15.2705i", + "60.0276+15.3409i", + "60.2207+15.4596i", + "60.1712+15.5311i", + "60.5262+15.8154i", + "60.9575+16.167i", + "61.8966+16.7457i", + "62.4614+17.0507i", + "61.0066+16.5624i", + "58.9539+15.8303i", + "56.6293+14.9882i", + "54.8096+14.2992i", + "52.6022+13.7341i", + "51.6767+13.4136i", + "51.5486+13.3863i", + "51.8014+13.4671i", + "53.0756+13.8804i", + "56.385+14.9088i", + "60.2505+16.0882i", + "62.3191+16.5281i", + "63.8848+16.7437i", + "64.2329+16.6861i", + "64.4959+16.6654i", + "64.44+16.5644i", + "64.0595+16.4058i", + "63.7784+16.2772i", + "62.9351+16.0459i", + "62.1448+15.9036i", + "61.6232+15.9409i", + "61.5148+16.1956i", + "61.8329+16.6491i", + "62.7878+17.143i", + "61.0039+16.5896i", + "58.4821+15.7607i", + "55.7518+14.8269i", + "53.7726+14.1289i", + "52.7789+13.7692i", + "52.0501+13.5163i", + "51.7004+13.3879i", + "51.8954+13.4428i", + "53.2746+13.9048i", + "56.5133+14.9958i", + "60.2368+16.1349i", + "61.5382+16.3528i", + "61.7506+16.1979i", + "61.3969+15.9087i", + "61.4391+15.7946i", + "60.9741+15.5732i", + "60.8612+15.4815i", + "60.7495+15.4317i", + "60.8297+15.4977i", + "61.3551+15.8101i", + "61.5397+16.0469i", + "61.3032+16.1522i", + "61.4028+16.5108i", + "62.2679+17.0074i", + "60.9374+16.5978i", + "58.6753+15.8358i", + "55.8791+14.8645i", + "54.0472+14.2119i", + "54.2889+14.0173i", + "53.6009+13.7521i", + "53.1987+13.5999i", + "53.4675+13.7034i", + "54.6778+14.15i", + "57.2668+15.1259i", + "59.8531+16.0468i", + "60.1588+16.0919i", + "59.3698+15.6691i", + "58.8626+15.3958i", + "58.5631+15.209i", + "58.0428+14.9871i", + "57.6336+14.8434i", + "57.5072+14.7846i", + "57.5395+14.8285i", + "57.7122+14.9471i", + "58.2096+15.2095i", + "58.786+15.5139i", + "60.0814+16.1241i", + "61.4582+16.7033i", + "60.5689+16.3685i", + "59.0567+15.818i", + "57.0612+15.0715i", + "55.368+14.4204i", + "52.6835+13.7312i", + "51.9421+13.4298i", + "51.584+13.2842i", + "51.4963+13.2485i", + "52.0002+13.4534i", + "53.0837+13.894i", + "53.795+14.1832i", + "53.9414+14.2427i", + "53.3875+14.0175i", + "52.6757+13.7281i", + "51.7247+13.3414i", + "51.1103+13.0916i", + "50.805+12.9674i", + "50.8628+12.991i", + "51.413+13.2147i", + "51.9489+13.4326i", + "53.0643+13.8861i", + "54.819+14.5995i", + "56.4285+15.2539i", + "57.7325+15.7841i", + "57.2485+15.5874i", + "56.1357+15.1349i", + "54.6009+14.5109i", + "53.1863+13.9357i", + "51.9852+13.5498i", + "51.3734+13.3011i", + "50.9387+13.1243i", + "50.8624+13.0933i", + "51.0319+13.1622i", + "51.7194+13.4417i", + "52.1317+13.6094i", + "52.2706+13.6658i", + "51.5848+13.387i", + "50.7816+13.0604i", + "50.2099+12.828i", + "49.9226+12.7112i", + "49.8554+12.6838i", + "50.2466+12.8429i", + "51.0158+13.1556i", + "51.9631+13.5408i", + "53.4991+14.1653i", + "55.4262+14.9489i", + "56.7363+15.4816i", + "58.1024+16.037i", + "57.208+15.6734i", + "55.694+15.0578i", + "53.801+14.2881i", + "52.2788+13.6692i", + "51.3987+13.31i", + "50.2058+12.9794i", + "49.6965+12.839i", + "49.8803+12.9301i", + "51.2509+13.4084i", + "54.7179+14.4954i", + "58.1258+15.5111i", + "59.3561+15.8355i", + "61.0164+16.0629i", + "62.8145+16.3246i", + "63.8645+16.414i", + "65.2093+16.6171i", + "65.805+16.7784i", + "66.2559+16.8905i", + "66.8647+17.2052i", + "66.8895+17.3401i", + "66.6397+17.4713i", + "65.9536+17.4703i", + "65.4886+17.5535i", + "66.0367+17.8755i", + "63.7295+17.2016i", + "60.3843+16.2244i", + "56.7246+15.1116i", + "54.1051+14.2818i", + "53.3108+13.8994i", + "52.344+13.552i", + "51.9266+13.3877i", + "52.126+13.4855i", + "53.6727+13.9624i", + "56.8094+14.9892i", + "59.7637+15.9389i", + "61.3879+16.289i", + "62.8802+16.4555i", + "63.2807+16.3956i", + "63.2548+16.2981i", + "63.4534+16.2542i", + "62.9228+16.1005i", + "62.7968+16.0422i", + "62.6649+16.0557i", + "62.9045+16.2557i", + "62.7588+16.4062i", + "62.1862+16.4739i", + "62.4824+16.8354i", + "63.5798+17.3129i", + "61.8152+16.8182i", + "59.0938+15.8994i", + "56.4576+14.9862i", + "54.8521+14.4491i", + "52.1873+13.6192i", + "51.4985+13.3861i", + "50.9463+13.1991i", + "51.2467+13.2776i", + "52.8738+13.7948i", + "56.4465+14.9206i", + "60.2969+15.9832i", + "62.4427+16.4608i", + "63.8914+16.7218i", + "64.2387+16.6724i", + "64.4664+16.6037i", + "64.1805+16.461i", + "64.2445+16.453i", + "64.0288+16.3408i", + "63.5819+16.2509i", + "62.9468+16.1698i", + "62.8387+16.3429i", + "62.3469+16.4567i", + "61.8812+16.6595i", + "62.7208+17.1339i", + "61.3242+16.7175i", + "58.7629+15.901i", + "55.8891+14.9049i", + "54.0226+14.2634i", + "53.8999+14.0033i", + "53.13+13.7259i", + "52.724+13.5911i", + "52.9341+13.6452i", + "54.3235+14.1215i", + "57.1341+15.0624i", + "60.3931+16.0686i", + "62.266+16.5471i", + "63.412+16.7667i", + "63.8057+16.7574i", + "63.9604+16.6907i", + "63.1531+16.3124i", + "62.8527+16.1447i", + "62.7142+16.0584i", + "62.6043+16.0482i", + "62.8878+16.2493i", + "62.8224+16.3413i", + "62.7009+16.4717i", + "63.0155+16.8915i", + "63.4168+17.2158i", + "61.9403+16.7675i", + "59.437+15.9454i", + "56.7326+14.998i", + "54.7691+14.2959i", + "52.1532+13.5759i", + "50.9523+13.2328i", + "50.5664+13.1159i", + "50.5168+13.146i", + "52.5879+13.7114i", + "55.907+14.7831i", + "59.1171+15.751i", + "59.6456+15.885i", + "61.3915+16.2413i", + "63.7309+16.7518i", + "65.7457+17.0998i", + "65.8892+17.0913i", + "64.0177+16.5999i", + "62.8926+16.2303i", + "62.331+16.0213i", + "61.5608+15.8251i", + "61.4322+15.9215i", + "61.4394+16.0838i", + "61.9527+16.489i", + "63.521+17.01i", + "62.8105+16.7444i", + "60.2208+16.0295i", + "56.627+14.9734i", + "54.0209+14.2122i", + "52.906+13.7744i", + "52.1823+13.4802i", + "51.6396+13.2596i", + "51.5366+13.2176i", + "51.8143+13.3306i", + "52.8452+13.7497i", + "53.4021+13.9762i", + "53.7331+14.1107i", + "54.2489+14.3205i", + "53.669+14.0847i", + "53.0637+13.8386i", + "52.1483+13.4664i", + "51.7411+13.3008i", + "51.2002+13.0809i", + "51.5532+13.2244i", + "52.3674+13.5555i", + "53.6167+14.0634i", + "55.0394+14.6419i", + "56.7347+15.3312i", + "58.0951+15.8843i", + "57.5103+15.6466i", + "56.3412+15.1712i", + "54.7418+14.5209i", + "53.3907+13.9715i", + "51.8623+13.4576i", + "51.1396+13.1637i", + "50.6866+12.9795i", + "50.5457+12.9222i", + "50.7265+12.9958i", + "51.3656+13.2556i", + "51.6949+13.3895i", + "51.8837+13.4663i", + "51.5704+13.3389i", + "51.6438+13.3687i", + "50.7001+12.985i", + "50.5439+12.9215i", + "50.7091+12.9887i", + "50.7948+13.0235i", + "51.5419+13.3273i", + "52.495+13.7148i", + "54.1491+14.3874i", + "55.993+15.1371i", + "57.3824+15.702i", + "58.8385+16.2941i", + "57.9911+15.9495i", + "56.2937+15.2594i", + "54.3837+14.4827i", + "52.7278+13.8095i", + "50.1851+13.1359i", + "48.3185+12.6894i", + "47.1804+12.4271i", + "47.7718+12.5842i", + "49.3397+13.0926i", + "53.4003+14.2623i", + "57.1517+15.2974i", + "58.3017+15.6304i", + "61.0277+16.0315i", + "63.9012+16.5716i", + "65.8292+16.8067i", + "68.2742+17.3917i", + "69.6911+17.7123i", + "70.7549+18.0353i", + "71.4761+18.2353i", + "71.0541+18.246i", + "70.979+18.3818i", + "69.811+18.369i", + "68.1682+18.186i", + "67.8792+18.3508i", + "66.9197+17.9458i", + "63.0415+16.8287i", + "58.2436+15.4774i", + "53.8205+14.335i", + "52.5792+13.8551i", + "51.7975+13.5421i", + "51.3087+13.3566i", + "51.4095+13.3824i", + "52.7992+13.8219i", + "55.6327+14.7406i", + "58.3617+15.5585i", + "59.3432+15.7005i", + "59.8673+15.6656i", + "60.5329+15.702i", + "60.7331+15.5874i", + "60.7221+15.5007i", + "61.1783+15.5916i", + "61.5262+15.6674i", + "61.5904+15.7006i", + "61.8578+15.8814i", + "61.9805+16.0755i", + "62.0196+16.305i", + "61.5971+16.502i", + "62.4625+17.0498i", + "61.1986+16.684i", + "58.7413+15.868i", + "55.8586+14.854i", + "53.95+14.1706i", + "53.374+13.8197i", + "52.6591+13.5466i", + "52.4229+13.4709i", + "52.7216+13.5678i", + "54.0538+14.0657i", + "56.7382+15.0343i", + "59.0014+15.7723i", + "59.5866+15.8311i", + "59.8204+15.717i", + "59.4764+15.441i", + "59.3843+15.2774i", + "59.3494+15.1766i", + "59.6385+15.2288i", + "59.8633+15.259i", + "60.1257+15.3723i", + "60.7278+15.674i", + "61.3371+16.0343i", + "61.8023+16.3604i", + "62.2005+16.7667i", + "63.2012+17.3076i", + "61.8465+16.8838i", + "59.6236+16.1046i", + "57.0531+15.1538i", + "55.1641+14.4539i", + "53.4155+14.0382i", + "52.6322+13.7496i", + "51.9183+13.4987i", + "52.1678+13.5762i", + "53.5005+14.0217i", + "56.6942+15.084i", + "59.5585+15.907i", + "60.6448+16.0545i", + "62.3094+16.3343i", + "62.9981+16.3355i", + "63.776+16.4117i", + "64.4083+16.5044i", + "65.2002+16.6853i", + "65.6533+16.8075i", + "64.8865+16.538i", + "64.0208+16.34i", + "63.4552+16.3488i", + "63.1698+16.5154i", + "62.7919+16.798i", + "63.555+17.3317i", + "61.7967+16.8463i", + "59.1509+15.9913i", + "56.2771+15.0035i", + "54.2979+14.326i", + "54.9715+14.1781i", + "54.3038+13.923i", + "53.9397+13.7807i", + "54.1395+13.8632i", + "55.2099+14.2785i", + "57.5904+15.1674i", + "59.6145+15.898i", + "59.9455+15.9657i", + "59.429+15.6507i", + "59.3557+15.534i", + "58.9938+15.3216i", + "58.7472+15.1786i", + "58.5462+15.101i", + "58.5686+15.1064i", + "58.5708+15.1125i", + "58.9669+15.3133i", + "59.431+15.5534i", + "60.2336+15.9513i", + "61.1024+16.3978i", + "62.3319+16.9454i", + "61.5327+16.6524i", + "59.9222+16.0668i", + "57.9849+15.3361i", + "56.1196+14.619i", + "53.4293+13.9307i", + "52.6599+13.6179i", + "52.2001+13.4309i", + "52.1155+13.3965i", + "52.4451+13.5306i", + "53.3174+13.8852i", + "53.7891+14.077i", + "53.8828+14.1151i", + "53.4638+13.9448i", + "52.8863+13.71i", + "52.362+13.4968i", + "52.0647+13.3759i", + "52.1147+13.3962i", + "52.353+13.4931i", + "52.7824+13.6677i", + "53.3717+13.9073i", + "54.5359+14.3806i", + "56.0033+14.9773i", + "57.203+15.4651i", + "58.5473+16.0117i", + "58.0078+15.7923i", + "56.715+15.2667i", + "55.0829+14.6031i", + "53.5764+13.9905i", + "51.176+13.3496i", + "50.4617+13.0592i", + "49.9931+12.8687i", + "49.8179+12.7974i", + "49.9725+12.8603i", + "50.5253+13.0851i", + "50.4473+13.0533i", + "50.4948+13.0726i", + "50.2958+12.9917i", + "49.7888+12.7856i", + "49.4638+12.6534i", + "49.2825+12.5797i", + "49.3499+12.6071i", + "49.6234+12.7183i", + "50.2541+12.9748i", + "51.306+13.4025i", + "52.9125+14.0556i", + "54.2183+14.5866i", + "55.6085+15.1518i", + "57.3156+15.8459i", + "56.6684+15.5828i", + "55.1311+14.9578i", + "53.2755+14.2032i", + "51.854+13.6253i", + "51.279+13.3113i", + "50.2957+13.0452i", + "49.679+12.8993i", + "49.7476+12.9649i", + "51.0564+13.4444i", + "54.4084+14.5005i", + "56.8178+15.2451i", + "58.4995+15.675i", + "59.7855+15.854i", + "60.6642+15.8273i", + "61.1051+15.7691i", + "62.3154+15.9069i", + "62.6193+15.946i", + "63.3946+16.164i", + "64.1958+16.3995i", + "64.5909+16.5975i", + "65.1574+16.9004i", + "65.451+17.154i", + "65.4683+17.3605i", + "65.446+17.6427i", + "63.3796+17.0967i", + "59.7849+16.0666i", + "56.1697+14.9777i", + "53.5851+14.1691i", + "52.5305+13.8102i", + "51.7454+13.5177i", + "51.3418+13.3702i", + "51.6539+13.4495i", + "53.1836+13.9247i", + "56.5071+14.9513i", + "60.0153+15.9456i", + "62.5521+16.5216i", + "63.9185+16.7435i", + "64.795+16.8653i", + "65.4381+16.9351i", + "65.3434+16.7906i", + "64.9245+16.5454i", + "65.0085+16.5389i", + "64.373+16.3781i", + "63.8447+16.3201i", + "63.0684+16.2433i", + "62.7624+16.4372i", + "62.6212+16.7923i", + "63.267+17.2719i", + "61.9211+16.8888i", + "59.3483+16.0689i", + "56.4842+15.088i", + "54.5357+14.4107i", + "54.9351+14.2861i", + "54.2076+14.0201i", + "53.8128+13.8672i", + "53.945+13.9022i", + "55.172+14.3503i", + "58.1155+15.3409i", + "60.7756+16.1412i", + "61.8+16.2795i", + "62.5057+16.3161i", + "62.2161+16.0408i", + "62.2191+15.9054i", + "62.223+15.843i", + "62.8283+16.0573i", + "63.2924+16.2182i", + "63.4626+16.3401i", + "63.6192+16.5154i", + "63.7957+16.7306i", + "63.6223+16.8819i", + "63.8114+17.2264i", + "64.7335+17.7248i", + "63.5478+17.3259i", + "61.1774+16.5372i", + "58.6984+15.6594i", + "56.7239+14.9352i", + "55.2447+14.4205i", + "54.5298+14.1363i", + "54.0349+13.968i", + "54.1116+13.9918i", + "55.2772+14.4102i", + "57.9899+15.3555i", + "60.2836+16.0594i", + "61.4598+16.3006i", + "62.324+16.4213i", + "62.1879+16.2205i", + "62.6225+16.2793i", + "62.8689+16.3189i", + "63.0435+16.3469i", + "63.148+16.3637i", + "63.0623+16.3499i", + "62.7332+16.2971i", + "62.1843+16.2089i", + "61.5068+16.1001i", + "60.4796+15.9352i", + "59.9195+15.8453i", + "59.5378+15.784i", + "59.0177+15.7005i", + "58.5213+15.6208i", + "58.2224+15.5728i", + "62.2114+16.2133i", + "62.1465+16.2029i", + "62.1152+16.1978i", + "62.0471+16.1869i", + "62.0598+16.1889i", + "62.131+16.2004i", + "62.2905+16.226i", + "62.3558+16.2365i", + "62.5083+16.2609i", + "62.7467+16.2992i", + "63.1377+16.4176i", + "63.0662+16.3649i", + "63.4865+16.5258i", + "63.6942+16.6139i", + "64.07+16.7747i", + "64.6394+17.016i", + "65.1206+17.2341i", + "65.7951+17.5332i", + "66.2976+17.7671i", + "67.1001+18.0985i", + "66.2884+17.7543i", + "64.5533+17.0911i", + "62.4481+16.2767i", + "60.5582+15.542i", + "55.3619+14.4888i", + "54.4486+14.1174i", + "53.8717+13.8828i", + "53.6635+13.7982i", + "53.9226+13.9035i", + "54.5826+14.1719i", + "55.1887+14.4183i", + "56.1087+14.7924i", + "56.1529+14.8104i", + "55.8637+14.6928i", + "55.1649+14.4086i", + "54.7247+14.2297i", + "54.0108+13.9394i", + "53.759+13.837i", + "53.7991+13.8533i", + "54.2538+14.0382i", + "54.8943+14.2986i", + "56.5345+14.9655i", + "57.945+15.539i", + "59.4391+16.1465i", + "59.0057+15.9703i", + "58.0088+15.565i", + "56.6723+15.0216i", + "55.3751+14.4941i", + "51.9507+13.6801i", + "51.1136+13.3398i", + "50.6351+13.1452i", + "50.7836+13.2056i", + "51.0319+13.3066i", + "51.5046+13.4988i", + "51.3662+13.4425i", + "51.4539+13.4781i", + "51.0452+13.312i", + "50.2841+13.0025i", + "49.7451+12.7834i", + "49.1815+12.5542i", + "48.6663+12.3447i", + "48.5654+12.3037i", + "49.0136+12.486i", + "49.827+12.8167i", + "50.9185+13.2605i", + "52.5319+13.9165i", + "54.2107+14.5991i", + "56.2269+15.4188i", + "56.1061+15.3698i", + "54.861+14.8635i", + "53.4185+14.277i", + "52.2085+13.785i", + "53.219+13.7075i", + "52.5745+13.4735i", + "51.8266+13.1863i", + "52.1332+13.3204i", + "53.3071+13.7783i", + "55.8053+14.6687i", + "57.704+15.2884i", + "58.6752+15.5202i", + "59.0731+15.4312i", + "59.4233+15.3609i", + "59.5827+15.2781i", + "60.231+15.4257i", + "60.7507+15.5429i", + "61.6961+15.8168i", + "62.4838+16.0809i", + "63.2099+16.3944i", + "64.0799+16.8616i", + "64.4864+17.2315i", + "64.4327+17.4536i", + "65.082+17.8741i", + "63.631+17.4325i", + "60.8905+16.4898i", + "58.1321+15.4962i", + "56.0376+14.7406i", + "55.2654+14.3256i", + "54.3956+14.0065i", + "53.9902+13.8514i", + "54.1781+13.8801i", + "55.8285+14.3783i", + "59.0308+15.3656i", + "62.1105+16.1999i", + "63.9173+16.5334i", + "65.1694+16.6796i", + "66.1259+16.8556i", + "67.1767+17.1473i", + "67.7385+17.2978i", + "68.5169+17.5434i", + "69.4038+17.8824i", + "69.4838+18.0185i", + "69.8864+18.3603i", + "69.6402+18.5614i", + "69.3643+18.7335i", + "68.4762+18.7257i", + "68.5472+18.9162i", + "67.1008+18.4312i", + "64.0444+17.3907i", + "60.9097+16.2865i", + "58.4855+15.4032i", + "56.696+14.7819i", + "55.6628+14.4055i", + "55.0457+14.1954i", + "55.1778+14.2258i", + "56.659+14.683i", + "59.945+15.6626i", + "63.6799+16.588i", + "66.3905+17.1078i", + "68.6716+17.5811i", + "69.8124+17.8245i", + "71.0739+18.0687i", + "71.3549+18.141i", + "72.3408+18.4372i", + "73.7124+18.9013i", + "74.4796+19.2672i", + "74.8375+19.6521i", + "74.3747+19.7685i", + "73.516+19.829i", + "71.9554+19.6757i", + "71.2721+19.6375i", + "69.3535+19.0635i", + "65.7352+17.8741i", + "62.1117+16.6201i", + "59.3511+15.6712i", + "57.3157+15.024i", + "56.175+14.6095i", + "55.4389+14.3849i", + "55.4786+14.3729i", + "56.9407+14.8059i", + "60.3347+15.8086i", + "64.1169+16.7594i", + "66.9333+17.3124i", + "69.3996+17.8042i", + "70.7157+18.0788i", + "71.7462+18.2912i", + "72.7338+18.549i", + "73.9217+18.8687i", + "74.5544+19.058i", + "75.0957+19.3774i", + "75.3882+19.6707i", + "75.1194+19.8995i", + "74.2112+19.9518i", + "72.1509+19.6395i", + "71.0252+19.5019i", + "69.0377+18.8963i", + "65.5795+17.786i", + "61.9935+16.561i", + "59.1732+15.632i", + "58.5476+15.1912i", + "57.5639+14.8091i", + "56.8702+14.561i", + "56.9845+14.5885i", + "58.1413+14.9746i", + "60.7051+15.8226i", + "63.0099+16.4893i", + "64.6142+16.8466i", + "66.0761+17.139i", + "66.2776+17.069i", + "66.7483+17.122i", + "67.276+17.2669i", + "68.0699+17.5635i", + "69.0091+17.9057i", + "69.6039+18.2014i", + "69.7227+18.3955i", + "69.5706+18.4873i", + "69.4337+18.6522i", + "68.5971+18.5607i", + "68.5663+18.7106i", + "67.2303+18.2819i", + "64.7779+17.4259i", + "62.1056+16.4755i", + "59.6929+15.5842i", + "57.0767+14.8439i", + "56.1011+14.4481i", + "55.5044+14.2062i", + "55.2511+14.1026i", + "55.5171+14.2081i", + "56.2157+14.4869i", + "56.6979+14.6757i", + "57.8454+15.1341i", + "58.1205+15.239i", + "57.9877+15.1809i", + "57.5846+15.0123i", + "57.1199+14.8207i", + "57.0129+14.7768i", + "57.3219+14.901i", + "57.6549+15.0374i", + "58.7075+15.4692i", + "59.3885+15.7515i", + "60.5017+16.21i", + "61.2446+16.5199i", + "62.2632+16.9381i", + "61.7173+16.7185i", + "60.4579+16.2101i", + "58.548+15.4375i", + "56.9728+14.8i", + "53.3506+13.9687i", + "52.4223+13.6419i", + "51.5517+13.337i", + "51.332+13.2417i", + "51.5811+13.3177i", + "52.2804+13.5393i", + "53.0528+13.7642i", + "53.485+13.8638i", + "53.9742+13.936i", + "53.9858+13.856i", + "54.1307+13.8362i", + "54.1963+13.7979i", + "54.8773+14.0286i", + "56.1593+14.5496i", + "56.0298+14.5183i", + "56.2074+14.6024i", + "57.386+15.0945i", + "59.0594+15.8271i", + "59.881+16.2431i", + "60.8113+16.6827i", + "60.0921+16.454i", + "58.2847+15.7975i", + "55.9263+14.9492i", + "53.9645+14.2474i", + "52.6423+13.7634i", + "51.6893+13.458i", + "51.2208+13.2907i", + "51.1268+13.2963i", + "52.5722+13.8333i", + "55.4573+14.727i", + "58.5921+15.6151i", + "60.7403+16.1097i", + "63.0989+16.4717i", + "64.7077+16.6407i", + "65.9104+16.8872i", + "66.7279+17.1136i", + "66.4062+16.9772i", + "67.0413+17.1417i", + "66.9218+17.1075i", + "66.5754+17.0711i", + "66.1828+17.1707i", + "65.106+17.1684i", + "64.5305+17.2716i", + "64.6516+17.5906i", + "63.2822+17.2509i", + "59.9324+16.2168i", + "56.6297+15.1412i", + "54.5814+14.4644i", + "52.9316+13.9236i", + "52.155+13.6332i", + "51.7646+13.4901i", + "52.0534+13.5639i", + "53.6844+14.0725i", + "57.0116+15.0881i", + "60.3409+16.047i", + "62.5989+16.5317i", + "64.4162+16.8372i", + "65.557+17.0107i", + "66.0991+17.044i", + "66.2857+16.9975i", + "66.3663+16.9444i", + "66.449+16.9285i", + "66.2227+16.8869i", + "65.7265+16.8398i", + "64.719+16.7191i", + "64.3472+16.9278i", + "63.638+17.0525i", + "64.1579+17.4882i", + "62.9923+17.1683i", + "60.2425+16.2833i", + "57.4642+15.3389i", + "55.3598+14.6018i", + "54.9277+14.3012i", + "53.9398+13.9475i", + "53.56+13.8287i", + "53.8078+13.9234i", + "55.0251+14.3415i", + "57.876+15.2396i", + "60.71+16.0725i", + "62.4278+16.4567i", + "63.4648+16.5869i", + "63.3596+16.3929i", + "63.3021+16.2151i", + "63.2989+16.1187i", + "63.6312+16.1922i", + "64.0559+16.3342i", + "63.908+16.343i", + "63.5704+16.4054i", + "63.4483+16.5947i", + "63.5726+16.9188i", + "63.7195+17.2172i", + "64.5954+17.7104i", + "63.8509+17.4926i", + "61.2769+16.6139i", + "58.669+15.6963i", + "56.3627+14.8443i", + "56.3256+14.7461i", + "55.3734+14.3973i", + "54.5701+14.1082i", + "54.5228+14.0585i", + "56.0415+14.5756i", + "58.5173+15.3284i", + "61.5762+16.203i", + "62.8101+16.3938i", + "64.2643+16.6925i", + "64.2908+16.5383i", + "64.4665+16.4648i", + "64.3238+16.3928i", + "64.7213+16.5212i", + "65.1402+16.668i", + "65.3097+16.8053i", + "65.0703+16.8657i", + "65.4914+17.2763i", + "65.0649+17.3659i", + "64.9673+17.6018i", + "65.7857+18.0565i", + "64.5562+17.6646i", + "62.0778+16.8203i", + "59.272+15.819i", + "57.0762+15.0443i", + "57.4383+14.9021i", + "56.6591+14.5985i", + "56.1537+14.4258i", + "56.046+14.3613i", + "57.1302+14.7179i", + "59.6364+15.5524i", + "62.0447+16.2862i", + "63.4051+16.5952i", + "64.3376+16.7653i", + "64.4915+16.7174i", + "64.3916+16.6076i", + "64.054+16.4525i", + "64.1338+16.4878i", + "64.5086+16.6585i", + "64.7117+16.8111i", + "65.1596+17.0935i", + "65.2372+17.2826i", + "65.5968+17.5689i", + "65.3319+17.6268i", + "65.8282+17.9111i", + "65.1247+17.6788i", + "63.139+16.9836i", + "60.7497+16.1309i", + "59.0679+15.538i", + "56.6898+14.8027i", + "55.8463+14.4597i", + "55.2686+14.2248i", + "55.1188+14.1639i", + "55.4313+14.291i", + "55.9864+14.5167i", + "56.1634+14.5886i", + "56.4934+14.7228i", + "56.3814+14.6773i", + "55.5633+14.3446i", + "55.2358+14.2115i", + "55.171+14.1851i", + "55.304+14.2392i", + "55.6318+14.3725i", + "56.3283+14.6557i", + "57.3438+15.0686i", + "58.4241+15.5078i", + "59.8528+16.0887i", + "60.56+16.3763i", + "61.5581+16.7821i", + "61.1611+16.6207i", + "59.7858+16.0615i", + "58.3813+15.4904i", + "56.6237+14.7758i", + "52.8793+13.8862i", + "52.067+13.556i", + "51.5094+13.3293i", + "51.3202+13.2523i", + "51.3374+13.2593i", + "51.6444+13.3842i", + "51.656+13.3889i", + "51.7908+13.4437i", + "51.4708+13.3135i", + "50.7237+13.0098i", + "50.2727+12.8264i", + "49.967+12.7021i", + "49.9098+12.6789i", + "50.2046+12.7987i", + "51.0345+13.1361i", + "51.8938+13.4855i", + "53.743+14.2374i", + "55.2561+14.8527i", + "56.5169+15.3653i", + "58.1466+16.0279i", + "57.7597+15.8706i", + "56.4263+15.3284i", + "54.4967+14.5439i", + "53.1148+13.982i", + "52.8034+13.8042i", + "52.0285+13.5548i", + "51.6916+13.4355i", + "51.4871+13.3754i", + "52.6922+13.8088i", + "55.4095+14.6488i", + "58.7921+15.6628i", + "61.4819+16.3266i", + "63.6855+16.7347i", + "65.3641+17.0141i", + "66.0949+17.0535i", + "66.5009+17.0438i", + "66.3463+16.9809i", + "66.791+17.0163i", + "67.0422+17.0575i", + "66.5489+16.9965i", + "66.2017+17.1096i", + "65.2577+17.1548i", + "64.5803+17.2794i", + "65.0548+17.72i", + "64.0159+17.3983i", + "60.4958+16.3716i", + "57.3834+15.3478i", + "55.1299+14.601i", + "54.4647+14.3064i", + "53.6887+14.0122i", + "53.2922+13.8608i", + "53.2261+13.7976i", + "54.8392+14.2794i", + "58.0898+15.2824i", + "61.8907+16.3471i", + "64.5659+16.9822i", + "65.8933+17.1549i", + "66.3329+17.152i", + "66.7581+17.1898i", + "66.3388+16.9684i", + "66.3342+16.9949i", + "66.6538+17.0681i", + "66.5255+17.0779i", + "66.0041+17.0342i", + "65.3577+17.0328i", + "64.9929+17.1614i", + "64.4736+17.3285i", + "65.0479+17.7525i", + "64.0304+17.4714i", + "61.4034+16.6015i", + "58.5505+15.6135i", + "56.4479+14.8786i", + "54.8942+14.5129i", + "53.8707+14.1443i", + "52.9332+13.8249i", + "52.9773+13.7781i", + "54.6244+14.2669i", + "58.2833+15.2928i", + "62.8502+16.5222i", + "66.1668+17.2697i", + "68.3907+17.6934i", + "69.1886+17.7972i", + "69.7834+17.8267i", + "69.8264+17.7956i", + "69.7753+17.8185i", + "70.2854+17.9886i", + "69.8598+17.9779i", + "68.2035+17.6306i", + "67.3163+17.5985i", + "66.0382+17.4576i", + "65.4194+17.6577i", + "65.8395+17.9947i", + "64.8152+17.7004i", + "61.8495+16.7714i", + "58.6773+15.7407i", + "56.1489+14.8899i", + "55.0306+14.5458i", + "54.0614+14.1876i", + "53.1711+13.8722i", + "53.3918+13.9214i", + "55.1337+14.4331i", + "58.5425+15.4478i", + "62.6348+16.5566i", + "65.5493+17.1623i", + "67.9274+17.6668i", + "69.515+18.0253i", + "70.0168+18.0405i", + "70.0414+17.9632i", + "70.3646+18.02i", + "70.4472+18.0076i", + "70.1666+17.9877i", + "69.5657+17.9258i", + "68.6261+17.8677i", + "67.6234+17.8407i", + "65.8339+17.6172i", + "66.0231+17.9141i", + "64.9716+17.6352i", + "61.9355+16.7043i", + "58.6618+15.6668i", + "56.6474+15.0033i", + "56.141+14.5966i", + "55.3442+14.2701i", + "54.9964+14.1496i", + "55.1159+14.1896i", + "56.3265+14.6023i", + "58.942+15.4853i", + "61.7234+16.3376i", + "63.4071+16.7558i", + "64.6944+16.9962i", + "65.186+17.036i", + "65.2517+16.9308i", + "65.1295+16.8185i", + "65.0897+16.7477i", + "65.449+16.8618i", + "65.5601+16.9292i", + "65.5398+17.0438i", + "65.1297+17.0718i", + "64.6269+17.1027i", + "63.9927+17.1023i", + "64.2825+17.3781i", + "63.6294+17.2199i", + "61.6932+16.5771i", + "59.2376+15.7175i", + "57.5062+15.1118i", + "55.9377+14.5355i", + "55.0342+14.1682i", + "54.536+13.9656i", + "54.3935+13.9077i", + "54.6136+13.9972i", + "55.1297+14.207i", + "56.1202+14.6098i", + "56.4962+14.7626i", + "56.571+14.7931i", + "56.3578+14.7064i", + "56.0721+14.5902i", + "55.6605+14.4229i", + "55.7171+14.4458i", + "55.8021+14.4804i", + "56.0871+14.5963i", + "56.7381+14.861i", + "57.7562+15.2749i", + "58.8096+15.7033i", + "59.815+16.1121i", + "60.987+16.5886i", + "60.9386+16.5689i", + "59.7213+16.0739i", + "57.9999+15.374i", + "56.5822+14.7976i", + "55.3158+14.4382i", + "54.5283+14.118i", + "53.9627+13.8881i", + "53.7442+13.7992i", + "53.9006+13.8628i", + "53.9798+13.895i", + "54.1089+13.9475i", + "54.186+13.9789i", + "54.1239+13.9536i", + "53.745+13.7995i", + "53.3394+13.6346i", + "53.3319+13.6316i", + "53.5848+13.7344i", + "54.1234+13.9534i", + "55.0452+14.3282i", + "56.1632+14.7828i", + "57.7246+15.4176i", + "59.2055+16.0197i", + "59.6345+16.1942i", + "60.8918+16.7054i", + "60.7204+16.6357i", + "59.1219+15.9858i", + "57.326+15.2556i", + "56.2264+14.8085i", + "55.0316+14.3102i", + "54.1721+14.0324i", + "53.663+13.8549i", + "53.7107+13.9036i", + "54.8263+14.2851i", + "57.3257+15.0732i", + "60.2482+15.9614i", + "62.3908+16.456i", + "65.1058+17.0549i", + "66.5082+17.2732i", + "67.0396+17.2629i", + "67.3953+17.2271i", + "67.6439+17.2372i", + "68.4268+17.4303i", + "68.5822+17.565i", + "68.295+17.5986i", + "68.2832+17.8926i", + "66.993+17.8064i", + "66.4845+17.9363i", + "66.5733+18.1664i", + "65.9181+17.9544i", + "62.5307+16.8986i", + "59.9078+16.0171i", + "57.6361+15.2597i", + "55.6178+14.6859i", + "54.4429+14.2669i", + "53.6653+14.0142i", + "53.5261+13.8793i", + "55.2343+14.3687i", + "58.8031+15.3764i", + "61.753+16.2681i", + "63.5316+16.7305i", + "64.3084+16.8776i", + "64.9109+16.8368i", + "66.3409+17.0537i", + "67.4576+17.2697i", + "67.4385+17.2902i", + "68.5449+17.6094i", + "69.1217+17.86i", + "69.5854+18.0886i", + "69.9586+18.3489i", + "69.4209+18.2804i", + "68.0465+18.173i", + "67.9482+18.3634i", + "67.3376+18.1828i", + "64.0342+17.1723i", + "60.0387+15.9574i", + "57.3487+15.1014i", + "54.401+14.3553i", + "53.603+14.0565i", + "53.2497+13.905i", + "53.5304+13.9638i", + "55.0208+14.4198i", + "58.0909+15.303i", + "62.0862+16.4168i", + "65.1519+17.1553i", + "66.934+17.4822i", + "68.3372+17.7833i", + "69.329+17.9446i", + "69.6407+17.9731i", + "69.2735+17.7598i", + "69.8053+17.8796i", + "69.6745+17.8483i", + "68.9256+17.74i", + "68.4023+17.8094i", + "67.3411+17.715i", + "66.0371+17.613i", + "65.9033+17.8216i", + "64.5+17.4668i", + "62.0344+16.6657i", + "59.0994+15.7157i", + "56.6587+14.8988i", + "54.559+14.3127i", + "53.4997+13.9598i", + "53.175+13.837i", + "53.0017+13.7972i", + "54.1944+14.2212i", + "57.0798+15.1071i", + "59.543+15.9131i", + "61.5972+16.3141i", + "63.6649+16.663i", + "65.1908+16.9943i", + "65.0568+16.9521i", + "64.9331+16.7859i", + "64.4392+16.6537i", + "63.8238+16.3682i", + "62.9757+16.0748i", + "62.845+16.0899i", + "63.1327+16.3248i", + "62.6035+16.3848i", + "62.3292+16.5452i", + "63.0173+16.9528i", + "62.9254+16.9456i", + "59.9548+16.0736i", + "57.4513+15.264i", + "55.7545+14.7327i", + "56.6725+14.643i", + "56.1373+14.435i", + "55.7648+14.2899i", + "55.843+14.3275i", + "56.1473+14.4497i", + "57.5979+15.014i", + "59.1809+15.6443i", + "59.3052+15.678i", + "59.4845+15.7212i", + "59.8702+15.8365i", + "59.2886+15.5681i", + "58.9517+15.4149i", + "58.5417+15.2608i", + "58.1139+15.1128i", + "57.8362+15.0056i", + "58.2103+15.1713i", + "58.9943+15.4997i", + "59.991+15.915i", + "60.0913+15.9721i", + "61.484+16.5389i", + "61.8003+16.6567i", + "60.4475+16.1234i", + "58.5582+15.3819i", + "56.8366+14.7022i", + "53.6419+13.96i", + "53.0093+13.7335i", + "52.4615+13.5382i", + "52.3184+13.4866i", + "52.4655+13.5231i", + "52.9322+13.6556i", + "53.372+13.7837i", + "54.3787+14.1199i", + "55.4492+14.4603i", + "56.1482+14.6515i", + "56.7271+14.7724i", + "57.198+14.9142i", + "57.632+15.0715i", + "57.9786+15.2143i", + "57.7179+15.1326i", + "57.8111+15.2001i", + "57.8414+15.2561i", + "57.98+15.3822i", + "58.1772+15.5584i", + "59.0058+15.94i", + "58.9641+15.9119i", + "57.4251+15.3504i", + "55.3727+14.6047i", + "53.6811+13.9808i", + "50.7734+13.2833i", + "50.2183+13.1103i", + "49.5929+12.9061i", + "49.308+12.8084i", + "49.5852+12.903i", + "50.3746+13.1329i", + "51.2379+13.3654i", + "52.3426+13.7037i", + "53.79+14.1278i", + "54.2141+14.1781i", + "54.4006+14.1635i", + "54.6301+14.154i", + "54.5915+14.0822i", + "54.387+13.9913i", + "53.884+13.8289i", + "54.3037+14.0308i", + "54.7132+14.2341i", + "55.1752+14.483i", + "55.8584+14.8597i", + "57.3494+15.5452i", + "56.9817+15.4644i", + "55.0793+14.8149i", + "52.8611+14.0409i", + "51.4651+13.5868i", + "52.0247+13.493i", + "51.448+13.2958i", + "51.0712+13.159i", + "51.3113+13.2664i", + "52.16+13.5914i", + "54.6046+14.374i", + "56.9846+15.1548i", + "58.1987+15.3522i", + "60.0147+15.7172i", + "60.7508+15.7873i", + "61.105+15.8142i", + "61.0121+15.7153i", + "60.6417+15.5821i", + "60.352+15.4654i", + "60.1122+15.4115i", + "60.3732+15.5962i", + "60.479+15.8055i", + "59.4743+15.6688i", + "59.6728+15.9646i", + "60.841+16.5459i", + "60.8536+16.5647i", + "58.3009+15.7495i", + "55.6623+14.8207i", + "53.9742+14.2471i", + "52.2712+13.7248i", + "51.6436+13.504i", + "51.2304+13.3434i", + "51.2659+13.3602i", + "52.3905+13.749i", + "55.0359+14.5595i", + "57.7626+15.3712i", + "59.375+15.6519i", + "61.1737+15.9623i", + "62.5074+16.2415i", + "63.264+16.3777i", + "63.1666+16.2293i", + "62.9728+16.1288i", + "62.5741+15.938i", + "62.9221+16.0808i", + "62.8805+16.1363i", + "62.4521+16.1686i", + "61.7136+16.1981i", + "61.5015+16.4149i", + "62.0981+16.8358i", + "61.7026+16.7875i", + "58.8273+15.89i", + "56.0012+14.9483i", + "53.7843+14.1679i", + "53.383+13.9346i", + "52.6589+13.6654i", + "52.2644+13.5303i", + "52.2396+13.5113i", + "53.5536+13.9717i", + "55.7937+14.7132i", + "58.4379+15.5691i", + "59.5563+15.7594i", + "60.5689+15.8946i", + "60.7214+15.8129i", + "60.9998+15.775i", + "60.9524+15.6612i", + "61.4234+15.7967i", + "61.6277+15.8147i", + "61.9103+15.9278i", + "61.9705+16.0353i", + "61.2951+15.9123i", + "61.2441+16.0716i", + "61.1537+16.3128i", + "61.8119+16.7335i", + "61.3757+16.7198i", + "59.1993+15.9719i", + "56.6225+15.0488i", + "54.3277+14.2038i", + "52.8481+13.8435i", + "52.044+13.5652i", + "51.4992+13.3885i", + "51.6634+13.4469i", + "53.1817+13.9408i", + "56.1401+14.8271i", + "59.7951+15.8825i", + "61.981+16.3583i", + "63.8829+16.7105i", + "65.1895+16.9846i", + "65.976+17.093i", + "65.9652+16.9919i", + "66.112+16.9726i", + "66.3649+17.0237i", + "66.1219+16.9769i", + "65.086+16.6985i", + "64.4174+16.6881i", + "63.3063+16.5712i", + "62.1787+16.554i", + "62.3581+16.8626i", + "61.618+16.752i", + "59.2845+16.0098i", + "56.4321+15.0427i", + "54.4346+14.3797i", + "54.9251+14.2235i", + "54.1967+13.9412i", + "53.6492+13.7367i", + "53.7615+13.7785i", + "54.7794+14.1584i", + "56.5036+14.7763i", + "58.2598+15.3663i", + "58.7637+15.4602i", + "58.9737+15.4346i", + "59.3122+15.5089i", + "59.3184+15.4572i", + "59.1544+15.3629i", + "58.8225+15.2255i", + "59.0788+15.3191i", + "59.2299+15.4008i", + "58.8022+15.2702i", + "59.3988+15.5864i", + "60.0465+15.945i", + "60.4506+16.2259i", + "61.0615+16.5341i", + "61.0293+16.5642i", + "59.3957+15.9511i", + "57.1685+15.1063i", + "55.5045+14.4733i", + "52.5255+13.7286i", + "51.6734+13.3821i", + "51.2834+13.2236i", + "51.0606+13.133i", + "51.4756+13.3017i", + "51.5154+13.3179i", + "51.6736+13.3822i", + "52.3329+13.6502i", + "52.6109+13.7633i", + "52.4863+13.7126i", + "52.5367+13.7331i", + "51.821+13.4421i", + "51.3679+13.2579i", + "51.2426+13.207i", + "51.5265+13.3224i", + "52.1468+13.5746i", + "53.3179+14.0508i", + "54.0297+14.3402i", + "55.2265+14.8268i", + "56.3802+15.2959i", + "56.7675+15.4534i", + "55.5852+14.9727i", + "54.1411+14.3855i", + "52.7107+13.8039i", + "50.669+13.2262i", + "49.9509+12.9343i", + "49.5586+12.7748i", + "49.3622+12.6949i", + "49.4868+12.7456i", + "49.5439+12.7688i", + "49.6432+12.8091i", + "50.2548+13.0578i", + "50.9044+13.322i", + "51.4369+13.5385i", + "51.007+13.3636i", + "50.4727+13.1464i", + "50.2856+13.0703i", + "50.177+13.0262i", + "50.2344+13.0495i", + "50.7273+13.25i", + "51.1729+13.4311i", + "52.2021+13.8496i", + "53.1126+14.2198i", + "54.2005+14.6621i", + "54.4858+14.7781i", + "53.6188+14.4256i", + "52.1319+13.821i", + "50.8444+13.2976i", + "49.5988+12.9711i", + "48.7629+12.6538i", + "48.3267+12.4923i", + "48.3852+12.5216i", + "48.7383+12.6651i", + "48.9629+12.7429i", + "49.1398+12.8105i", + "49.2311+12.8126i", + "49.5875+12.8947i", + "49.7244+12.8765i", + "50.2719+13.0244i", + "50.1223+12.8905i", + "50.5459+13.0175i", + "50.7824+13.0819i", + "50.6829+13.0196i", + "51.3053+13.2651i", + "52.4723+13.7386i", + "53.8066+14.2954i", + "54.5988+14.6563i", + "55.6177+15.122i", + "56.0769+15.3685i", + "54.2786+14.6941i", + "52.2074+13.9149i", + "50.5013+13.2727i", + "50.47+13.0581i", + "50.2369+12.982i", + "50.0391+12.9136i", + "50.5405+13.0731i", + "51.8596+13.4801i", + "54.307+14.2458i", + "57.0636+15.0935i", + "58.7138+15.4723i", + "59.679+15.5699i", + "60.3868+15.6785i", + "60.9472+15.7217i", + "61.0185+15.6379i", + "61.548+15.7481i", + "61.9607+15.8582i", + "62.3272+16.0149i", + "62.1199+15.9954i", + "62.3297+16.2407i", + "62.3519+16.4666i", + "61.8292+16.6217i", + "61.939+16.8771i", + "61.3791+16.8429i", + "58.9906+16.0356i", + "56.0713+15.0164i", + "54.0842+14.3221i", + "53.5566+14.0007i", + "52.6621+13.6841i", + "52.0059+13.4421i", + "52.2366+13.5044i", + "53.8845+14.0329i", + "56.3937+14.7822i", + "59.356+15.6338i", + "60.7731+15.8615i", + "61.8694+15.9726i", + "63.02+16.2345i", + "64.0384+16.398i", + "64.5177+16.4832i", + "65.0571+16.6374i", + "65.7028+16.8242i", + "66.0903+16.9915i", + "66.7664+17.3607i", + "66.5087+17.4376i", + "66.3432+17.6629i", + "65.2071+17.6312i", + "64.6788+17.6402i", + "63.9379+17.5425i", + "61.2451+16.6391i", + "58.0697+15.529i", + "55.7096+14.7186i", + "55.3136+14.4438i", + "54.1741+14.0154i", + "53.5968+13.8067i", + "53.8189+13.8713i", + "55.5607+14.4041i", + "57.9229+15.093i", + "60.7869+15.9328i", + "62.5379+16.3084i", + "63.7011+16.5103i", + "64.1318+16.5032i", + "64.7184+16.548i", + "65.1007+16.6191i", + "65.5368+16.7425i", + "65.8662+16.8675i", + "66.3215+17.095i", + "66.5919+17.3447i", + "66.8973+17.6531i", + "66.6695+17.8025i", + "65.6713+17.7799i", + "65.212+17.8086i", + "64.4078+17.6874i", + "61.9854+16.8841i", + "58.9553+15.8186i", + "56.6517+15.0035i", + "57.5201+14.864i", + "56.5137+14.4876i", + "56.0902+14.33i", + "56.3513+14.416i", + "57.4657+14.7825i", + "59.4672+15.4498i", + "61.7819+16.2143i", + "62.9726+16.519i", + "63.5899+16.6108i", + "64.1639+16.7286i", + "63.9383+16.5492i", + "63.8441+16.4694i", + "63.9428+16.4803i", + "64.7185+16.77i", + "64.9248+16.8766i", + "65.5512+17.1776i", + "66.1904+17.5392i", + "66.4508+17.7904i", + "65.9366+17.7881i", + "65.7169+17.8076i", + "65.3058+17.7482i", + "63.4267+17.0842i", + "61.0542+16.2255i", + "58.9187+15.4278i", + "57.0965+14.8729i", + "55.9373+14.407i", + "55.3656+14.1806i", + "55.2873+14.1501i", + "55.5229+14.2261i", + "55.9139+14.3527i", + "56.4795+14.5371i", + "57.2024+14.7899i", + "57.7084+14.9635i", + "58.488+15.2578i", + "58.686+15.3152i", + "58.7128+15.313i", + "58.7152+15.3062i", + "58.892+15.3751i", + "59.0071+15.4281i", + "59.8243+15.7705i", + "60.4044+16.0281i", + "61.2172+16.3921i", + "61.6626+16.6222i", + "62.1726+16.8535i", + "62.3151+16.9346i", + "60.7606+16.3267i", + "58.7918+15.55i", + "57.3506+14.9811i", + "54.7007+14.2972i", + "53.7076+13.9271i", + "53.0896+13.6914i", + "52.819+13.5905i", + "53.0233+13.6405i", + "53.0541+13.6015i", + "53.3104+13.6589i", + "54.4015+14.0211i", + "55.801+14.4618i", + "56.3834+14.614i", + "56.8103+14.7002i", + "57.0832+14.7516i", + "57.3105+14.8067i", + "57.447+14.8594i", + "58.0664+15.1078i", + "58.6736+15.372i", + "59.3961+15.6857i", + "60.7112+16.2597i", + "61.2577+16.5634i", + "61.6938+16.7965i", + "61.7079+16.8653i", + "59.8463+16.1919i", + "57.1965+15.238i", + "55.2859+14.5524i", + "55.9286+14.3654i", + "55.0448+14.0724i", + "54.6541+13.9371i", + "54.7137+13.9878i", + "55.7203+14.3692i", + "57.9108+15.0832i", + "60.7078+16.0126i", + "62.6355+16.4946i", + "65.015+17.0645i", + "66.6721+17.3475i", + "67.3968+17.4246i", + "68.2495+17.5579i", + "68.8143+17.6709i", + "69.8032+17.8964i", + "70.8881+18.2398i", + "71.9787+18.6999i", + "72.3374+19.0258i", + "71.9323+19.2105i", + "71.0092+19.1896i", + "69.7095+19.0111i", + "68.7721+18.8365i", + "65.8767+17.8671i", + "62.4356+16.685i", + "59.8371+15.7732i", + "60.5087+15.5678i", + "59.3928+15.1471i", + "58.8738+14.9621i", + "58.8705+14.9378i", + "60.4304+15.424i", + "62.8339+16.1407i", + "65.8516+17.0572i", + "68.0853+17.6096i", + "69.782+17.9957i", + "71.297+18.3745i", + "72.6322+18.7097i", + "73.1416+18.7834i", + "73.7247+18.9494i", + "75.2655+19.4916i", + "76.4671+19.9899i", + "77.2562+20.3912i", + "77.4685+20.6484i", + "77.4513+20.8972i", + "76.2969+20.8543i", + "75.3487+20.6836i", + "74.104+20.3709i", + "71.1114+19.3349i", + "67.3453+17.9956i", + "64.5086+16.9654i", + "60.8364+15.987i", + "59.3788+15.4791i", + "58.4081+15.1634i", + "58.5039+15.1242i", + "60.4306+15.652i", + "63.5148+16.4694i", + "67.941+17.6257i", + "71.6631+18.4913i", + "74.3127+18.9765i", + "76.3256+19.432i", + "78.1254+19.8133i", + "79.7533+20.211i", + "81.538+20.8137i", + "83.0817+21.3624i", + "83.8546+21.753i", + "84.0852+22.0394i", + "84.0006+22.2938i", + "82.5103+22.1562i", + "79.4061+21.6158i", + "77.0766+21.0726i", + "74.9182+20.588i", + "71.0995+19.4086i", + "66.7176+17.9676i", + "63.6907+16.9559i", + "60.0714+15.9711i", + "58.4968+15.3856i", + "57.5636+15.0635i", + "57.4218+14.9809i", + "58.7827+15.3633i", + "61.6461+16.1195i", + "65.2252+17.0753i", + "67.677+17.6241i", + "69.323+17.8921i", + "70.247+17.9551i", + "72.0216+18.4261i", + "72.7418+18.5331i", + "73.7202+18.8295i", + "74.7681+19.1838i", + "75.4611+19.4624i", + "75.7769+19.7266i", + "75.1653+19.7497i", + "74.3622+19.7774i", + "72.3136+19.4802i", + "70.9251+19.2139i", + "69.5472+18.9452i", + "66.5744+18.0091i", + "63.0117+16.8362i", + "60.169+15.8721i", + "58.8059+15.3235i", + "57.7203+14.9328i", + "56.939+14.6413i", + "57.0838+14.6863i", + "58.3917+15.1007i", + "60.3654+15.6828i", + "62.7919+16.4056i", + "64.7114+16.9326i", + "66.0171+17.2278i", + "66.3258+17.2222i", + "67.0944+17.3935i", + "66.935+17.2386i", + "67.1368+17.2942i", + "67.6149+17.4701i", + "67.9552+17.6409i", + "68.5108+17.9223i", + "68.449+18.0595i", + "67.9018+18.0345i", + "67.5422+18.1748i", + "67.0598+18.1252i", + "66.6645+18.1123i", + "64.7332+17.4774i", + "61.966+16.503i", + "59.8118+15.7264i", + "59.6978+15.4023i", + "58.6936+14.9959i", + "58.4144+14.8845i", + "58.1659+14.7829i", + "58.5839+14.9444i", + "58.7039+14.978i", + "59.6879+15.3594i", + "60.2871+15.5852i", + "60.4612+15.6406i", + "60.3085+15.5662i", + "60.2131+15.5168i", + "60.3217+15.5542i", + "60.8073+15.7502i", + "61.5203+16.0404i", + "62.2877+16.3545i", + "63.8684+17.0018i", + "64.4718+17.2554i", + "66.0159+17.8951i", + "66.7894+18.231i", + "66.5456+18.1438i", + "66.775+18.2475i", + "65.2744+17.6469i", + "63.1117+16.7793i", + "61.168+15.9986i", + "60.9139+15.6118i", + "59.8067+15.1723i", + "59.0511+14.8756i", + "58.6924+14.7291i", + "58.741+14.7372i", + "58.9157+14.7747i", + "59.273+14.8837i", + "60.2687+15.1689i", + "60.9862+15.3344i", + "61.8201+15.5616i", + "62.9982+15.9568i", + "64.4953+16.4958i", + "66.0925+17.1037i", + "67.5355+17.644i", + "68.9597+18.2124i", + "71.1943+19.1303i", + "73.1358+19.9646i", + "74.4661+20.6194i", + "74.5027+20.7679i", + "73.4393+20.4101i", + "72.6829+20.1697i", + "70.253+19.2372i", + "67.0097+17.9747i", + "64.3353+16.9298i", + "64.1806+16.5096i", + "62.3045+15.9288i", + "61.2285+15.5885i", + "60.9058+15.5326i", + "62.0747+15.9348i", + "64.5586+16.6081i", + "67.9205+17.5798i", + "72.2307+18.6492i", + "77.088+19.7026i", + "82.182+20.8339i", + "86.7759+21.973i", + "90.8561+23.0438i", + "94.2326+24.1389i", + "97.3798+25.1958i", + "100.2912+26.2183i", + "101.4425+26.8038i", + "101.0506+26.9571i", + "98.4204+26.6052i", + "94.7919+25.8742i", + "90.9109+24.9109i", + "87.2337+23.9824i", + "81.5697+22.3079i", + "75.4081+20.3627i", + "70.9561+18.9042i", + "69.12+18.0954i", + "67.1854+17.3513i", + "66.1055+16.9292i", + "65.9933+16.8252i", + "67.9401+17.3055i", + "71.8054+18.1481i", + "76.7304+19.3694i", + "81.4051+20.4926i", + "85.4856+21.4677i", + "89.2068+22.4958i", + "93.3539+23.7028i", + "96.7896+24.7992i", + "99.7128+25.79i", + "103.1555+26.9664i", + "104.1161+27.4742i", + "104.2278+27.7586i", + "103.3053+27.8082i", + "100.2021+27.2002i", + "95.2812+26.1578i", + "91.3784+25.1697i", + "88.0669+24.2669i", + "83.1799+22.6992i", + "77.6379+20.9093i", + "73.2927+19.4551i", + "67.7227+18.0578i", + "65.8691+17.4006i", + "64.5934+16.9398i", + "64.3815+16.8135i", + "66.5571+17.325i", + "70.1923+18.1941i", + "75.6626+19.4526i", + "80.8188+20.616i", + "85.317+21.5738i", + "89.3481+22.6473i", + "92.7459+23.4935i", + "94.4774+23.9866i", + "96.7306+24.749i", + "98.5964+25.4337i", + "99.4498+25.9096i", + "99.9754+26.296i", + "98.377+26.1552i", + "95.3209+25.6474i", + "90.1438+24.5823i", + "86.0625+23.4878i", + "82.5687+22.5687i", + "77.3454+20.9988i", + "71.9875+19.3104i", + "67.9888+18.0069i", + "65.1704+17.2018i", + "63.6023+16.6206i", + "62.3716+16.1795i", + "62.2606+16.1126i", + "63.6214+16.5175i", + "66.1575+17.1921i", + "69.8778+18.1779i", + "73.3432+19.0309i", + "75.7041+19.5096i", + "76.9629+19.7473i", + "78.2642+20.047i", + "78.7305+20.1091i", + "79.9566+20.5601i", + "80.28+20.6628i", + "80.8084+20.9858i", + "81.1954+21.3262i", + "80.9055+21.4821i", + "79.9899+21.4413i", + "77.8114+21.1032i", + "75.9156+20.5877i", + "74.524+20.2546i", + "71.5278+19.2649i", + "68.1457+18.1412i", + "65.0432+17.0789i", + "63.2192+16.4562i", + "62.2599+16.0961i", + "61.5883+15.8235i", + "61.6401+15.829i", + "62.3616+16.0559i", + "64.0783+16.5782i", + "66.4367+17.2997i", + "68.5877+17.9343i", + "70.1793+18.3706i", + "70.5476+18.4019i", + "70.9178+18.4253i", + "70.8054+18.3029i", + "70.8073+18.2672i", + "71.4944+18.5176i", + "72.208+18.8077i", + "72.5907+19.0434i", + "73.1909+19.4336i", + "73.0957+19.5887i", + "72.2406+19.4933i", + "71.3035+19.2509i", + "70.728+19.1235i", + "68.6177+18.3853i", + "65.9673+17.438i", + "63.8717+16.6754i", + "60.9921+15.8884i", + "60.0023+15.4881i", + "59.315+15.2114i", + "58.9984+15.0804i", + "59.2076+15.1522i", + "59.4732+15.2389i", + "60.0427+15.4405i", + "60.8738+15.7506i", + "61.4318+15.9523i", + "61.4424+15.9386i", + "61.1904+15.8182i", + "61.1151+15.778i", + "61.4259+15.9001i", + "61.9987+16.1278i", + "62.9632+16.5216i", + "63.9125+16.919i", + "65.0598+17.4012i", + "66.1542+17.8672i", + "66.3918+17.9978i", + "66.2605+17.9638i", + "66.3551+18.017i", + "64.9444+17.4607i", + "63.0348+16.7026i", + "61.2951+16.0075i", + "58.6654+15.2692i", + "57.6683+14.8638i", + "57.0631+14.6178i", + "56.7843+14.5044i", + "56.7596+14.4944i", + "56.5831+14.4226i", + "56.6662+14.4563i", + "57.359+14.7381i", + "57.8759+14.9482i", + "58.033+15.0121i", + "57.7241+14.8865i", + "57.4434+14.7724i", + "57.674+14.8661i", + "58.446+15.18i", + "59.1111+15.4504i", + "60.5513+16.036i", + "62.0372+16.6402i", + "63.3108+17.158i", + "64.0045+17.4401i", + "64.3059+17.5626i", + "64.4964+17.6401i", + "63.135+17.0865i", + "61.1158+16.2655i", + "59.4353+15.5823i", + "59.7595+15.3762i", + "58.6507+14.9976i", + "58.2722+14.8647i", + "58.1919+14.8565i", + "59.0119+15.1808i", + "61.309+15.9231i", + "63.8537+16.7406i", + "66.1617+17.3593i", + "68.2793+17.7734i", + "70.2518+18.1684i", + "71.4918+18.4154i", + "72.5666+18.6226i", + "73.6492+18.9741i", + "74.8687+19.3549i", + "75.7861+19.6982i", + "76.3058+19.9458i", + "76.6776+20.2919i", + "75.9657+20.3577i", + "75.0326+20.3014i", + "74.0881+20.1592i", + "72.6076+19.8337i", + "69.5453+18.8599i", + "65.7581+17.5582i", + "63.1724+16.6451i", + "61.7922+16.1484i", + "60.3357+15.6291i", + "59.7302+15.3919i", + "59.8625+15.3781i", + "61.354+15.8139i", + "64.3079+16.5999i", + "67.8948+17.5779i", + "71.3179+18.4692i", + "73.592+18.9677i", + "74.9588+19.2533i", + "76.4145+19.5862i", + "77.6502+19.9058i", + "78.3929+20.0816i", + "79.6256+20.5179i", + "80.4261+20.874i", + "80.7281+21.1595i", + "80.7488+21.4477i", + "80.2779+21.5839i", + "78.5184+21.378i", + "76.6965+20.9414i", + "75.1099+20.5655i", + "71.7483+19.4771i", + "67.7337+18.1169i", + "64.7587+17.0786i", + "61.4436+16.1668i", + "59.9812+15.6598i", + "59.1629+15.3794i", + "59.1687+15.3311i", + "60.8974+15.791i", + "64.2535+16.6424i", + "68.1469+17.6442i", + "72.2503+18.648i", + "75.4253+19.3799i", + "76.8923+19.6231i", + "78.9696+20.075i", + "80.121+20.3624i", + "81.552+20.847i", + "81.9713+21.0289i", + "82.7531+21.4331i", + "83.1812+21.7683i", + "83.0685+22.0077i", + "81.5369+21.8965i", + "78.7731+21.4438i", + "76.6271+20.94i", + "74.6963+20.4985i", + "71.3187+19.4167i", + "67.0092+18.012i", + "63.7524+16.9226i", + "61.3461+16.1866i", + "59.9439+15.6699i", + "59.0677+15.348i", + "59.1101+15.3426i", + "60.7139+15.8003i", + "63.5267+16.5735i", + "66.6007+17.3869i", + "69.4072+18.1096i", + "71.6261+18.6122i", + "73.2557+18.9961i", + "74.4902+19.197i", + "74.8574+19.1727i", + "75.4524+19.3465i", + "75.8982+19.5471i", + "75.9194+19.6087i", + "75.4622+19.5676i", + "75.5685+19.8249i", + "74.6584+19.8088i", + "72.7595+19.579i", + "71.6177+19.3935i", + "70.3464+19.1602i", + "67.3572+18.2112i", + "63.8564+17.04i", + "61.3438+16.1652i", + "60.7811+15.7625i", + "59.5202+15.3236i", + "58.4963+14.9916i", + "58.2507+14.9219i", + "59.2786+15.2932i", + "61.0095+15.8333i", + "63.0637+16.4996i", + "64.0849+16.8013i", + "65.0864+17.0417i", + "66.0819+17.2888i", + "66.9978+17.4728i", + "67.5717+17.5557i", + "68.0132+17.6547i", + "68.6174+17.8477i", + "68.8863+17.9059i", + "69.529+18.1723i", + "70.1374+18.4504i", + "70.2383+18.5967i", + "69.8987+18.716i", + "69.2782+18.6982i", + "68.5529+18.5804i", + "66.4822+17.874i", + "63.7558+16.9115i", + "61.4961+16.1026i", + "60.6886+15.6249i", + "59.6112+15.1868i", + "59.037+14.9533i", + "58.7177+14.8235i", + "59.0102+14.9424i", + "59.1876+15.0145i", + "59.7289+15.2346i", + "60.129+15.3973i", + "60.563+15.5738i", + "60.8903+15.7069i", + "61.0319+15.7645i", + "61.5338+15.9685i", + "61.8711+16.1057i", + "62.2072+16.2423i", + "63.1236+16.6149i", + "64.5473+17.1938i", + "66.2419+17.8828i", + "67.6048+18.437i", + "68.2011+18.6794i", + "68.1226+18.6475i", + "68.1104+18.6425i", + "66.6107+18.0328i", + "64.5261+17.1852i", + "62.5465+16.3803i", + "61.1913+15.8049i", + "60.155+15.3969i", + "59.4324+15.1105i", + "58.8802+14.8892i", + "58.9507+14.9117i", + "58.8194+14.8172i", + "59.2342+14.9388i", + "60.1077+15.2153i", + "61.1676+15.5367i", + "61.8009+15.6979i", + "62.8093+16.0403i", + "63.5713+16.308i", + "64.4013+16.6237i", + "66.0874+17.2724i", + "67.6971+17.9143i", + "69.2337+18.5542i", + "70.7217+19.2102i", + "71.7289+19.7146i", + "72.0106+19.9165i", + "70.9677+19.5598i", + "70.3472+19.3656i", + "68.1152+18.5199i", + "65.1525+17.3615i", + "62.8139+16.4485i", + "60.8442+15.7524i", + "59.559+15.3048i", + "58.8934+15.0991i", + "58.6783+15.0558i", + "59.5699+15.3943i", + "61.9513+16.1002i", + "64.9284+17.0259i", + "67.8699+17.778i", + "71.1099+18.4606i", + "73.5094+18.9076i", + "75.2456+19.2349i", + "77.0527+19.6466i", + "78.3101+20.0542i", + "80.3339+20.6555i", + "81.494+21.12i", + "82.9335+21.7252i", + "82.6157+21.9051i", + "80.8558+21.7587i", + "78.5704+21.3498i", + "76.4524+20.8451i", + "74.398+20.339i", + "70.5505+19.1445i", + "66.4824+17.7736i", + "63.2148+16.6491i", + "59.4196+15.7108i", + "58.0103+15.2085i", + "57.2316+14.9207i", + "57.4843+14.9589i", + "59.3524+15.4453i", + "62.5417+16.248i", + "66.2525+17.213i", + "69.2625+17.9049i", + "71.9318+18.5321i", + "73.9237+19.0868i", + "75.3672+19.4092i", + "75.5043+19.3119i", + "76.5781+19.6104i", + "77.0189+19.7489i", + "77.3672+20.0072i", + "77.4892+20.2001i", + "77.1296+20.3002i", + "76.0891+20.2606i", + "73.8664+19.9535i", + "72.5162+19.7162i", + "71.0695+19.3751i", + "67.8613+18.3705i", + "64.1653+17.1532i", + "61.3325+16.2025i", + "59.0275+15.4911i", + "58.0421+15.1488i", + "57.1317+14.8079i", + "57.2654+14.8253i", + "58.8819+15.3129i", + "61.3304+15.9973i", + "64.2403+16.7818i", + "66.8203+17.4437i", + "68.4119+17.7878i", + "69.2928+17.9318i", + "70.3435+18.14i", + "70.2953+17.9714i", + "71.0275+18.163i", + "72.1034+18.5021i", + "72.6627+18.7163i", + "73.0219+18.9794i", + "72.7871+19.1007i", + "72.4573+19.2917i", + "71.1254+19.2034i", + "69.9955+18.982i", + "69.4084+18.939i", + "66.7107+18.0527i", + "63.4497+16.9479i", + "60.8578+16.0572i", + "59.1294+15.4801i", + "57.9565+15.0482i", + "57.2386+14.7782i", + "57.4598+14.8175i", + "58.9144+15.2729i", + "61.1699+15.9017i", + "64.1002+16.6849i", + "65.8936+17.1091i", + "67.2582+17.3857i", + "67.8086+17.4339i", + "69.0462+17.7618i", + "69.6765+17.8568i", + "70.2643+17.9953i", + "71.2694+18.3452i", + "72.1152+18.7132i", + "72.8368+19.0919i", + "72.9568+19.3085i", + "72.7567+19.4658i", + "70.4468+18.95i", + "69.9654+19.0035i", + "69.3019+18.9284i", + "66.6894+18.0647i", + "63.5133+16.9989i", + "60.9976+16.1015i", + "60.1014+15.6144i", + "58.8974+15.174i", + "58.2215+14.9403i", + "58.2773+14.9261i", + "59.4871+15.2977i", + "61.4877+15.8857i", + "63.9416+16.5888i", + "65.7236+17.0241i", + "67.1089+17.3401i", + "67.8081+17.4573i", + "68.9125+17.7256i", + "69.86+17.9641i", + "70.8887+18.2909i", + "71.8764+18.642i", + "72.833+19.0405i", + "73.1873+19.2893i", + "73.4545+19.5486i", + "73.2816+19.6951i", + "71.9697+19.5093i", + "70.477+19.1216i", + "69.8059+19.0159i", + "67.4631+18.2424i", + "64.5113+17.2207i", + "61.9504+16.2886i", + "59.8782+15.5657i", + "58.6525+15.09i", + "57.9897+14.8331i", + "57.6176+14.6799i", + "58.0218+14.7966i", + "58.5404+14.9035i", + "60.0543+15.3831i", + "60.8956+15.6152i", + "61.188+15.6366i", + "61.9316+15.856i", + "62.711+16.0933i", + "63.5921+16.3995i", + "64.6477+16.7874i", + "65.87+17.247i", + "67.126+17.7807i", + "67.5696+17.9933i", + "68.2119+18.3113i", + "68.3916+18.4753i", + "68.1101+18.5065i", + "67.7055+18.4255i", + "67.4547+18.3982i", + "65.8981+17.8355i", + "63.5109+16.9363i", + "61.2958+16.0994i", + "58.7503+15.3243i", + "57.3284+14.8321i", + "56.3604+14.4832i", + "56.041+14.3553i", + "56.1967+14.3612i", + "56.7249+14.4349i", + "57.7049+14.7274i", + "58.4996+14.8943i", + "59.7208+15.1762i", + "61.0127+15.5171i", + "62.4325+15.9189i", + "64.0068+16.3901i", + "64.9999+16.7289i", + "66.138+17.1482i", + "67.5343+17.7064i", + "68.9999+18.3109i", + "70.3365+18.9038i", + "71.2117+19.3776i", + "70.9247+19.3926i", + "69.8924+19.106i", + "68.9607+18.8969i", + "66.5031+18.0828i", + "62.8409+16.7909i", + "60.237+15.8698i", + "58.6561+15.2355i", + "57.2308+14.7442i", + "56.3993+14.4938i", + "56.2922+14.4921i", + "57.4747+14.9307i", + "59.8786+15.5594i", + "63.2907+16.5489i", + "67.0047+17.491i", + "70.1622+18.0894i", + "73.876+18.9037i", + "76.4711+19.4823i", + "78.1693+19.8306i", + "79.7796+20.3836i", + "82.069+21.0818i", + "83.4193+21.5542i", + "84.3706+21.9706i", + "83.7396+22.0935i", + "81.971+22.0361i", + "79.5867+21.665i", + "76.6573+20.9096i", + "73.6838+20.2736i", + "70.2298+19.1667i", + "65.8918+17.7728i", + "62.374+16.6025i", + "61.561+16.1754i", + "60.2178+15.6867i", + "59.4534+15.3832i", + "59.6135+15.3845i", + "60.7271+15.6638i", + "63.2744+16.3272i", + "66.9543+17.333i", + "70.4251+18.1953i", + "72.5658+18.623i", + "74.1457+18.9468i", + "75.826+19.3456i", + "77.1726+19.6824i", + "78.469+20.0759i", + "79.4504+20.4422i", + "80.2211+20.86i", + "81.0616+21.2978i", + "81.2936+21.6201i", + "80.2227+21.5689i", + "78.0002+21.2321i", + "75.7449+20.6569i", + "74.1647+20.3167i", + "70.9646+19.28i", + "67.086+17.9723i", + "64.005+16.8965i", + "62.5714+16.2762i", + "61.4117+15.8422i", + "60.68+15.5916i", + "60.4955+15.4966i", + "61.6203+15.8328i", + "63.8018+16.4533i", + "66.3014+17.1617i", + "68.5327+17.7457i", + "70.2822+18.1702i", + "71.2254+18.3279i", + "72.4124+18.6139i", + "73.3614+18.8709i", + "74.3705+19.2124i", + "75.2743+19.5399i", + "76.0637+19.8777i", + "76.7919+20.2785i", + "77.024+20.5737i", + "76.6302+20.6399i", + "75.1971+20.4247i", + "73.4384+19.9387i", + "72.3258+19.6644i", + "69.7827+18.8274i", + "66.5581+17.7016i", + "63.9491+16.7587i", + "61.3514+15.9884i", + "60.1676+15.5101i", + "59.4487+15.2211i", + "59.1124+15.0832i", + "59.2658+15.1342i", + "59.2982+15.1263i", + "59.7511+15.2807i", + "60.1047+15.3967i", + "60.3351+15.4675i", + "60.5711+15.5457i", + "60.6466+15.5566i", + "61.217+15.7756i", + "62.006+16.0883i", + "62.7529+16.3813i", + "64.1623+16.9548i", + "65.445+17.4836i", + "66.735+18.0201i", + "67.6111+18.3971i", + "67.6585+18.4539i", + "66.9313+18.1779i", + "66.3451+17.9572i", + "65.1775+17.5038i", + "63.7611+16.9469i", + "62.1338+16.2982i", + "62.0483+15.9365i", + "61.1091+15.5775i", + "60.3734+15.3039i", + "60.3071+15.2667i", + "61.2099+15.5624i", + "62.5379+15.9497i", + "64.3464+16.4616i", + "65.924+16.8923i", + "66.8261+17.0821i", + "67.5588+17.2394i", + "68.5947+17.5449i", + "69.403+17.8027i", + "70.3908+18.158i", + "71.909+18.7475i", + "73.5582+19.4283i", + "74.7808+19.994i", + "75.8294+20.5213i", + "76.2175+20.8371i", + "75.1393+20.6452i", + "73.6499+20.1838i", + "72.4993+19.8284i", + "70.4067+19.1076i", + "67.5344+18.0579i", + "64.6312+16.9575i", + "62.1561+16.1739i", + "60.8449+15.6617i", + "60.0119+15.3374i", + "59.66+15.1935i", + "60.0407+15.2912i", + "60.6702+15.4418i", + "61.7306+15.7459i", + "62.7845+16.0204i", + "63.6874+16.2553i", + "64.614+16.5238i", + "65.2888+16.7236i", + "65.8929+16.923i", + "66.9474+17.3188i", + "68.084+17.7581i", + "69.4872+18.3448i", + "70.9019+18.9527i", + "71.9517+19.4415i", + "72.3396+19.6998i", + "71.7538+19.6353i", + "70.5799+19.2633i", + "70.1301+19.1579i", + "68.016+18.3844i", + "65.3014+17.3754i", + "62.8585+16.458i", + "59.3849+15.5466i", + "58.1405+15.082i", + "57.2422+14.7499i", + "56.7315+14.5544i", + "56.8493+14.5748i", + "57.192+14.6115i", + "57.942+14.8476i", + "59.0137+15.1979i", + "59.4919+15.2893i", + "60.0034+15.3786i", + "60.5222+15.5165i", + "61.3459+15.7941i", + "61.6909+15.8779i", + "62.2554+16.1225i", + "63.1108+16.4743i", + "64.5199+17.044i", + "66.0147+17.6719i", + "67.3223+18.2356i", + "67.555+18.416i", + "66.9643+18.2267i", + "66.9998+18.3068i", + "64.8028+17.5161i", + "61.7067+16.3913i", + "59.515+15.5929i", + "58.086+15.0531i", + "56.9881+14.6677i", + "56.4882+14.4906i", + "56.8088+14.6578i", + "57.7066+15.0009i", + "59.8731+15.6245i", + "62.6007+16.4845i", + "65.3005+17.2179i", + "67.6202+17.7407i", + "69.6587+18.1129i", + "70.7019+18.241i", + "71.4383+18.3353i", + "72.1468+18.5181i", + "73.1444+18.743i", + "74.356+19.1355i", + "74.9933+19.4064i", + "75.3175+19.7614i", + "74.3811+19.834i", + "73.1573+19.7121i", + "71.6482+19.3881i", + "70.2662+19.1941i", + "67.4002+18.2712i", + "64.0492+17.1008i", + "61.3164+16.1794i", + "59.7115+15.616i", + "58.5026+15.1764i", + "57.8071+14.913i", + "58.2305+14.9998i", + "59.8563+15.4937i", + "62.611+16.2311i", + "65.9202+17.1374i", + "68.6084+17.779i", + "70.7549+18.2167i", + "71.9288+18.3792i", + "73.3866+18.7142i", + "74.5243+18.9766i", + "75.9048+19.3889i", + "77.6293+19.9626i", + "78.5278+20.3604i", + "79.6394+20.8877i", + "79.9253+21.2414i", + "79.0206+21.2218i", + "76.8002+20.891i", + "74.909+20.4148i", + "73.2991+20.0875i", + "69.9368+19.0222i", + "66.3525+17.7925i", + "63.2501+16.7345i", + "62.9617+16.3577i", + "61.7128+15.8977i", + "60.8811+15.6387i", + "60.8296+15.604i", + "62.3433+16.0411i", + "65.3771+16.8373i", + "69.0573+17.812i", + "72.2791+18.5547i", + "74.7228+19.128i", + "76.2476+19.4596i", + "78.206+19.9167i", + "79.7326+20.3416i", + "81.4858+20.9463i", + "82.5756+21.2781i", + "83.8526+21.84i", + "84.6007+22.3182i", + "84.6484+22.6144i", + "83.7846+22.6408i", + "81.5471+22.2885i", + "79.0112+21.5973i", + "76.9997+21.146i", + "73.4001+20.0169i", + "68.963+18.5273i", + "65.9938+17.5239i", + "65.9642+17.2286i", + "64.474+16.6781i", + "63.2143+16.2288i", + "63.1153+16.1712i", + "64.4901+16.5616i", + "67.2907+17.283i", + "70.7861+18.2171i", + "74.2525+19.0791i", + "76.7437+19.6022i", + "79.3219+20.2255i", + "81.8569+20.9083i", + "83.5319+21.3373i", + "85.8079+22.0579i", + "87.7683+22.7173i", + "89.5007+23.4305i", + "89.829+23.7186i", + "90.145+24.0607i", + "89.4465+24.1419i", + "86.4951+23.6365i", + "83.1258+22.6827i", + "80.563+22.0393i", + "76.5184+20.7349i", + "72.7959+19.5468i", + "69.3564+18.3692i", + "68.4183+17.7577i", + "66.798+17.1732i", + "65.6919+16.7766i", + "65.6722+16.7417i", + "66.8311+16.9833i", + "69.5984+17.7082i", + "73.0935+18.6179i", + "76.1607+19.4265i", + "78.7509+19.9836i", + "80.7051+20.4758i", + "83.2674+21.1782i", + "84.6916+21.5788i", + "87.0588+22.436i", + "89.3615+23.2904i", + "90.66+23.9153i", + "91.1997+24.3367i", + "91.3254+24.6369i", + "89.9294+24.4755i", + "87.1728+23.9512i", + "84.2243+23.097i", + "82.0149+22.5143i", + "78.2376+21.2879i", + "74.3311+19.9562i", + "71.1481+18.8309i", + "68.777+17.9436i", + "67.1133+17.3003i", + "66.1426+16.9379i", + "65.2446+16.5544i", + "65.8646+16.6773i", + "66.7258+16.8106i", + "68.9665+17.3928i", + "70.8928+17.8768i", + "72.9037+18.4591i", + "74.3034+18.8519i", + "76.3425+19.4853i", + "77.7313+19.9264i", + "79.61+20.611i", + "81.4481+21.3179i", + "83.0867+22.0018i", + "84.3596+22.5852i", + "85.1811+23.0706i", + "85.0719+23.2729i", + "83.414+22.9835i", + "81.2389+22.309i", + "79.4284+21.7539i", + "76.4729+20.7228i", + "72.9784+19.482i", + "69.9971+18.4101i", + "66.3569+17.3492i", + "64.8924+16.7781i", + "63.5934+16.2751i", + "62.8107+15.9792i", + "62.6251+15.8739i", + "62.951+15.8647i", + "64.337+16.2441i", + "65.8498+16.5898i", + "67.9971+17.1173i", + "70.0424+17.6831i", + "72.3378+18.3835i", + "74.2268+18.9663i", + "76.1858+19.6825i", + "78.2766+20.4571i", + "80.1373+21.1896i", + "81.5469+21.798i", + "82.4341+22.3034i", + "82.5709+22.6487i", + "81.4323+22.4708i", + "79.4069+21.8278i", + "77.6744+21.3349i", + "74.354+20.199i", + "70.65+18.8485i", + "67.7587+17.7754i", + "65.7308+17.037i", + "64.0263+16.474i", + "63.0003+16.122i", + "62.5104+15.9988i", + "63.3512+16.3098i", + "66.3423+17.1363i", + "69.7891+18.0947i", + "74.0608+19.1529i", + "78.5512+20.0929i", + "82.9369+21.0515i", + "86.6465+22.0259i", + "89.6279+22.7978i", + "92.536+23.7019i", + "95.5233+24.6235i", + "97.6353+25.3816i", + "98.5257+25.8595i", + "97.7716+26.0138i", + "94.8766+25.6424i", + "91.394+25.0114i", + "87.668+23.9912i", + "83.5677+23.0149i", + "78.8614+21.5667i", + "73.5569+19.8253i", + "69.3514+18.4613i", + "65.4493+17.3242i", + "63.8501+16.7321i", + "62.852+16.3551i", + "63.0687+16.3079i", + "64.7053+16.7196i", + "68.4128+17.607i", + "72.9241+18.6767i", + "77.1303+19.7663i", + "80.6254+20.4989i", + "83.6729+21.2539i", + "86.5707+21.9654i", + "88.4303+22.4431i", + "90.7506+23.1987i", + "93.236+23.9936i", + "94.7154+24.6029i", + "95.029+24.9522i", + "94.0213+24.9903i", + "91.7166+24.7112i", + "87.4158+23.9028i", + "83.5639+22.9072i", + "80.7653+22.1962i", + "76.1252+20.7866i", + "71.1364+19.1676i", + "67.4706+17.9827i", + "66.2629+17.3421i", + "64.474+16.6999i", + "63.4198+16.3577i", + "63.4311+16.2991i", + "65.0724+16.744i", + "68.1418+17.5296i", + "72.0695+18.4913i", + "75.3098+19.2518i", + "78.0943+19.9013i", + "80.1642+20.3741i", + "82.4286+20.9687i", + "84.3284+21.5209i", + "86.3832+22.1965i", + "88.2532+22.7729i", + "89.8318+23.4329i", + "90.3082+23.8496i", + "90.0508+24.0633i", + "88.8496+24.0209i", + "85.6624+23.4226i", + "82.7148+22.6625i", + "80.3879+22.0742i", + "76.386+20.8112i", + "71.8132+19.2931i", + "68.3599+18.0984i", + "65.4582+17.1761i", + "63.7215+16.5658i", + "62.6241+16.1945i", + "62.6364+16.1465i", + "64.3034+16.5739i", + "67.4937+17.4274i", + "71.3608+18.3778i", + "74.6767+19.1814i", + "77.3798+19.7688i", + "79.4946+20.2583i", + "81.8787+20.834i", + "83.9895+21.4277i", + "86.1315+22.1084i", + "88.051+22.7994i", + "89.1562+23.2966i", + "89.7254+23.6854i", + "89.3246+23.8464i", + "87.8881+23.7076i", + "84.6343+23.0953i", + "81.4982+22.2545i", + "79.0014+21.5658i", + "75.1507+20.3523i", + "70.8658+18.9293i", + "67.4926+17.8184i", + "64.9979+16.9761i", + "63.6728+16.4822i", + "62.5717+16.1174i", + "62.4628+16.0296i", + "63.7962+16.3876i", + "66.5136+17.1748i", + "69.6994+17.9979i", + "72.4948+18.6873i", + "74.8182+19.2572i", + "76.3121+19.6004i", + "77.8958+19.9909i", + "78.3424+20.0355i", + "79.7552+20.4828i", + "81.4005+21.0636i", + "82.851+21.6615i", + "83.1252+21.9674i", + "83.4569+22.3062i", + "82.2059+22.1788i", + "80.0178+21.7559i", + "77.7936+21.1675i", + "76.2396+20.7691i", + "73.0782+19.7529i", + "69.4403+18.5252i", + "66.4146+17.4723i", + "63.8408+16.6323i", + "62.4786+16.0987i", + "61.5687+15.7495i", + "61.1819+15.5855i", + "61.6599+15.7i", + "62.8924+16.0441i", + "64.3683+16.4388i", + "65.9963+16.9142i", + "66.8891+17.1169i", + "67.7317+17.3445i", + "68.6776+17.6206i", + "69.5284+17.8759i", + "70.5754+18.2412i", + "71.3506+18.522i", + "72.9063+19.1756i", + "73.8917+19.6391i", + "75.0818+20.2162i", + "75.4697+20.5259i", + "74.6364+20.4137i", + "73.1581+19.9516i", + "72.5451+19.813i", + "70.1549+18.9688i", + "67.5982+18.0387i", + "65.1662+17.1314i", + "64.1943+16.5793i", + "63.0852+16.148i", + "62.251+15.8248i", + "61.8379+15.6543i", + "61.9051+15.6623i", + "62.2589+15.6971i", + "63.0831+15.9083i", + "64.6665+16.3793i", + "66.0264+16.6847i", + "67.3319+17.0028i", + "68.6895+17.4018i", + "70.2224+17.8918i", + "71.8016+18.4679i", + "74.0358+19.3011i", + "76.4414+20.2497i", + "78.3224+21.0108i", + "79.6556+21.6538i", + "79.954+21.9944i", + "79.2986+21.9317i", + "77.6798+21.4206i", + "76.5777+21.1277i", + "73.3218+19.9717i", + "69.8778+18.6854i", + "67.2182+17.6966i", + "65.477+16.9688i", + "63.0606+16.2712i", + "61.5422+15.8865i", + "61.0652+15.7941i", + "62.0437+16.1224i", + "65.4325+17.0265i", + "68.1121+17.8733i", + "71.1685+18.7147i", + "75.0339+19.5515i", + "79.2548+20.4646i", + "84.0658+21.462i", + "88.1579+22.3829i", + "91.6567+23.405i", + "95.3571+24.5734i", + "98.4616+25.6066i", + "100.5861+26.3567i", + "101.3096+26.7639i", + "100.4879+26.6894i", + "97.6098+26.1145i", + "93.3859+25.1441i", + "89.2377+24.2154i", + "83.4615+22.6068i", + "77.1828+20.7374i", + "72.1136+19.223i", + "69.6688+18.3404i", + "67.8975+17.7095i", + "66.6649+17.2681i", + "66.7326+17.2159i", + "68.6165+17.686i", + "72.857+18.7671i", + "77.5264+19.8918i", + "81.9002+20.8836i", + "85.9115+21.7833i", + "89.8551+22.7685i", + "94.0671+23.9037i", + "97.673+24.9416i", + "100.5595+25.7868i", + "103.4251+26.691i", + "105.5671+27.4893i", + "105.6263+27.7525i", + "104.3212+27.7289i", + "100.8721+27.1834i", + "96.4037+26.3545i", + "92.7787+25.4107i", + "89.6031+24.5881i", + "83.9592+22.9324i", + "78.2906+21.115i", + "74.0743+19.7343i", + "71.6442+18.803i", + "69.9389+18.1998i", + "68.263+17.5984i", + "67.733+17.3608i", + "69.3762+17.7175i", + "72.8578+18.4739i", + "78.0286+19.7294i", + "83.1688+21.0537i", + "87.4337+22.0521i", + "91.5273+23.1422i", + "95.8163+24.317i", + "100.1942+25.6169i", + "104.0717+26.8847i", + "106.1118+27.5319i", + "108.1327+28.3774i", + "108.0496+28.5364i", + "106.2909+28.358i", + "102.7721+27.7369i", + "97.6321+26.6917i", + "94.2736+25.9286i", + "90.9948+25.1214i", + "85.7926+23.5401i", + "80.0002+21.6572i", + "75.4111+20.1573i", + "73.283+19.2393i", + "71.8052+18.6936i", + "70.2805+18.1759i", + "69.9581+17.9887i", + "71.4402+18.3011i", + "75.0483+19.219i", + "79.5022+20.2719i", + "83.9354+21.3796i", + "87.7004+22.2672i", + "90.672+23.0056i", + "93.5552+23.7684i", + "95.6774+24.3777i", + "98.4592+25.2988i", + "100.9259+26.1366i", + "102.875+26.9494i", + "103.0608+27.288i", + "101.9719+27.3349i", + "99.7618+27.0176i", + "95.3628+26.0786i", + "91.8644+25.1818i", + "89.0398+24.4417i", + "84.7067+23.0567i", + "79.7451+21.416i", + "75.6053+20.0226i", + "72.3048+19.0629i", + "69.6885+18.2212i", + "68.11+17.7016i", + "67.6235+17.5076i", + "69.1395+17.8751i", + "72.834+18.8092i", + "77.1304+19.8431i", + "81.2666+20.8465i", + "85.8461+21.8939i", + "89.8169+22.8711i", + "94.4657+24.0554i", + "97.826+24.9911i", + "101.2478+26.0495i", + "103.8014+26.83i", + "105.7455+27.5869i", + "105.9328+27.9147i", + "105.0554+27.9565i", + "102.397+27.5146i", + "98.0804+26.6386i", + "93.8101+25.5319i", + "90.6707+24.6571i", + "85.6123+23.1211i", + "79.8378+21.3891i", + "74.9741+19.8721i", + "74.676+19.2797i", + "72.7462+18.5299i", + "71.6427+18.1311i", + "70.9471+17.8519i", + "71.4496+17.9177i", + "72.719+18.1661i", + "74.802+18.6778i", + "77.2971+19.3663i", + "79.8022+20.0755i", + "82.4009+20.8774i", + "84.9739+21.7535i", + "87.0533+22.4467i", + "89.6079+23.3837i", + "91.614+24.1566i", + "93.8361+25.0444i", + "94.7538+25.5456i", + "95.6044+26.0569i", + "95.3163+26.2128i", + "93.5454+25.9219i", + "90.5176+24.9394i", + "88.6426+24.3273i", + "85.0832+23.0476i", + "81.0771+21.6324i", + "77.4886+20.3317i", + "70.3672+18.6091i", + "68.3021+17.8457i", + "66.7525+17.2463i", + "65.7945+16.8861i", + "65.5589+16.7623i", + "66.7759+16.9165i", + "68.5984+17.3098i", + "71.7737+18.1197i", + "75.4128+18.971i", + "79.7327+20.082i", + "83.1134+21.0416i", + "86.0985+21.9231i", + "88.876+22.9191i", + "91.787+23.9096i", + "93.7101+24.6199i", + "94.8912+25.159i", + "94.5446+25.4046i", + "92.6876+25.2671i", + "90.1363+24.7583i", + "86.8885+23.8257i", + "84.0905+23.049i", + "79.3058+21.5759i", + "74.7489+20.0285i", + "70.9848+18.7246i", + "67.2526+17.6514i", + "65.212+16.9604i", + "63.9901+16.5499i", + "63.4718+16.4185i", + "64.5387+16.7819i", + "67.641+17.6168i", + "71.6434+18.6384i", + "75.8027+19.7056i", + "80.2844+20.614i", + "84.3799+21.4454i", + "87.8335+22.2586i", + "90.993+23.0333i", + "93.4575+23.8725i", + "96.5061+24.7769i", + "99.0318+25.6297i", + "100.2181+26.1422i", + "99.5971+26.3475i", + "96.1829+25.8546i", + "92.2777+25.0962i", + "87.3741+23.9338i", + "84.2722+23.1114i", + "79.0064+21.5259i", + "73.7225+19.8384i", + "69.641+18.5282i", + "66.3126+17.5236i", + "64.814+16.9401i", + "63.9277+16.581i", + "63.9906+16.5i", + "65.5318+16.9089i", + "69.0324+17.8558i", + "72.2711+18.6398i", + "75.7568+19.4633i", + "78.96+20.108i", + "81.3136+20.6608i", + "83.9515+21.3158i", + "86.3246+21.9511i", + "88.9517+22.7475i", + "91.4557+23.5477i", + "93.2291+24.228i", + "93.1754+24.4697i", + "92.6038+24.6309i", + "90.7441+24.4423i", + "87.3539+23.8289i", + "84.3088+23.0979i", + "81.9551+22.4958i", + "77.6702+21.1453i", + "73.1972+19.6404i", + "69.5325+18.4128i", + "67.8576+17.789i", + "66.6784+17.3667i", + "65.598+16.9821i", + "65.5056+16.9181i", + "66.5279+17.1433i", + "69.4047+17.8921i", + "72.8865+18.7468i", + "75.9761+19.4617i", + "79.5746+20.2645i", + "81.7725+20.7381i", + "84.44+21.4258i", + "86.6925+22.0618i", + "89.3446+22.8985i", + "91.53+23.6384i", + "93.0736+24.2905i", + "93.6115+24.711i", + "93.3199+24.957i", + "91.8047+24.8406i", + "88.6513+24.2382i", + "85.6817+23.4659i", + "83.0508+22.7644i", + "78.7753+21.363i", + "74.2343+19.8554i", + "70.5172+18.6035i", + "68.1566+17.8717i", + "66.4363+17.2615i", + "65.3976+16.8845i", + "65.2945+16.8062i", + "66.5167+17.1605i", + "69.5481+18.0023i", + "73.1724+18.9062i", + "76.4303+19.6389i", + "79.7219+20.3048i", + "82.2803+20.889i", + "85.2283+21.6131i", + "87.6616+22.2913i", + "90.4207+23.1712i", + "92.8104+23.9811i", + "94.3373+24.6226i", + "95.0631+25.0688i", + "94.5976+25.255i", + "92.8349+25.1005i", + "89.277+24.3982i", + "86.0995+23.5596i", + "83.2742+22.8087i", + "79.0098+21.4588i", + "74.3529+19.8974i", + "70.7014+18.6403i", + "69.2701+17.9311i", + "67.5176+17.2946i", + "66.8377+17.0478i", + "66.6437+16.9404i", + "67.8165+17.2689i", + "70.4862+18.0476i", + "73.3975+18.7646i", + "76.1051+19.415i", + "78.7984+20.0051i", + "80.8997+20.5206i", + "83.1072+21.1133i", + "85.5997+21.875i", + "87.9912+22.694i", + "90.8077+23.7011i", + "92.3856+24.3944i", + "93.4844+24.9816i", + "93.4705+25.2693i", + "92.1418+25.1131i", + "89.0364+24.4392i", + "86.151+23.61i", + "83.6648+22.9064i", + "79.8642+21.6477i", + "75.6972+20.2305i", + "72.2892+19.0283i", + "69.9135+18.1457i", + "68.039+17.4614i", + "66.799+17.0001i", + "66.2719+16.7842i", + "66.456+16.7998i", + "67.4953+17.0458i", + "68.4392+17.233i", + "70.0579+17.6658i", + "72.5941+18.3752i", + "74.9318+19.0125i", + "77.1241+19.6295i", + "79.4735+20.4154i", + "81.8651+21.2799i", + "83.7254+21.9686i", + "86.2577+22.9847i", + "87.3367+23.5244i", + "87.7149+23.8359i", + "87.5802+24.0025i", + "85.49+23.5013i", + "83.3972+22.8604i", + "81.5202+22.2512i", + "78.0726+21.0786i", + "74.4039+19.8134i", + "71.3162+18.7138i", + "66.3808+17.423i", + "64.6985+16.7905i", + "63.4658+16.3176i", + "62.9815+16.0835i", + "62.9561+16.0297i", + "64.0632+16.2533i", + "65.0752+16.359i", + "67.7388+17.1197i", + "70.3545+17.7277i", + "73.4403+18.5094i", + "75.9472+19.1782i", + "78.4634+19.8713i", + "81.1075+20.8168i", + "84.0033+21.8408i", + "86.6707+22.8366i", + "88.3462+23.5062i", + "88.5617+23.8968i", + "87.2076+23.8806i", + "84.6943+23.3642i", + "81.8332+22.5499i", + "79.3483+21.8233i", + "75.2936+20.5219i", + "71.3006+19.1151i", + "68.0368+17.9528i", + "66.1395+17.2208i", + "64.5586+16.6692i", + "63.3614+16.2471i", + "63.0155+16.1684i", + "63.9727+16.508i", + "67.7152+17.5431i", + "71.2675+18.4586i", + "75.1914+19.4512i", + "80.0155+20.538i", + "84.906+21.5141i", + "89.0293+22.5597i", + "92.5008+23.4794i", + "95.6375+24.5227i", + "99.5762+25.7151i", + "101.8432+26.4918i", + "102.5879+26.9402i", + "101.429+26.9722i", + "97.8468+26.4409i", + "92.9502+25.4092i", + "89.1008+24.4122i", + "85.807+23.4996i", + "79.9049+21.7925i", + "74.6663+20.068i", + "70.6413+18.7779i", + "67.5705+17.8164i", + "65.8298+17.1819i", + "64.7045+16.7531i", + "64.8056+16.6881i", + "66.3257+17.0986i", + "70.7034+18.2653i", + "74.9808+19.2315i", + "79.1083+20.1587i", + "83.2899+21.0434i", + "86.597+21.8041i", + "89.7264+22.5879i", + "92.9792+23.5172i", + "96.1836+24.6069i", + "99.698+25.7717i", + "102.0971+26.7003i", + "102.733+27.1652i", + "101.3527+27.1399i", + "97.9002+26.5183i", + "93.2144+25.4975i", + "89.1774+24.4723i", + "85.1601+23.3885i", + "79.9735+21.8328i", + "74.6332+20.1076i", + "70.6997+18.8108i", + "67.1471+17.747i", + "65.4565+17.1245i", + "64.1392+16.6889i", + "64.0889+16.6251i", + "65.7252+17.0552i", + "69.6177+18.1082i", + "73.9705+19.1273i", + "77.7154+19.9896i", + "81.2765+20.7203i", + "83.6666+21.2615i", + "86.3004+21.8604i", + "88.6557+22.4863i", + "90.9224+23.2119i", + "93.7925+24.1214i", + "94.9247+24.6994i", + "94.9368+24.9836i", + "94.2552+25.1021i", + "91.6511+24.7368i", + "87.7226+23.9115i", + "84.3867+23.0583i", + "81.244+22.1964i", + "76.3808+20.7318i", + "71.8649+19.2383i", + "68.3804+18.0795i", + "63.9384+16.9247i", + "62.3439+16.3482i", + "61.2604+15.9891i", + "61.3707+15.9661i", + "62.9877+16.3864i", + "66.5118+17.3775i", + "70.1818+18.2047i", + "73.7541+19.0763i", + "77.1704+19.7675i", + "79.8136+20.3194i", + "82.1475+20.8729i", + "84.2055+21.4003i", + "86.438+22.0756i", + "88.5549+22.7529i", + "89.6228+23.2335i", + "90.1422+23.5768i", + "89.3598+23.6909i", + "87.468+23.463i", + "83.8169+22.7373i", + "81.0806+22.1138i", + "78.1638+21.3364i", + "74.0131+20.0529i", + "69.634+18.6372i", + "66.1673+17.4732i", + "65.4591+16.94i", + "64.2032+16.4636i", + "63.3031+16.132i", + "63.2795+16.0907i", + "64.4351+16.4286i", + "67.1815+17.271i", + "69.8461+17.9524i", + "72.1834+18.547i", + "74.1127+18.9929i", + "75.5397+19.3491i", + "77.0897+19.7631i", + "78.2379+20.069i", + "79.8852+20.6433i", + "81.4387+21.2108i", + "82.7665+21.8021i", + "83.6983+22.3067i", + "83.7748+22.5698i", + "83.143+22.5724i", + "80.7971+22.0526i", + "78.7405+21.5155i", + "76.9186+20.9677i", + "73.8899+19.9673i", + "70.42+18.765i", + "67.5781+17.7128i", + "64.7151+16.8523i", + "63.2996+16.3092i", + "62.3547+15.9495i", + "61.99+15.7995i", + "62.3569+15.901i", + "63.3461+16.1904i", + "63.9735+16.3007i", + "65.3326+16.6964i", + "66.5393+16.9882i", + "68.3308+17.5706i", + "69.1879+17.7857i", + "70.0006+18.0195i", + "71.198+18.4608i", + "72.5823+18.9751i", + "73.8037+19.4753i", + "74.9459+20.0088i", + "75.5823+20.3729i", + "75.7991+20.6111i", + "74.9382+20.4519i", + "73.9168+20.1607i", + "72.8389+19.8089i", + "70.3859+18.9304i", + "67.6299+17.9289i", + "65.4848+17.1423i", + "62.6656+16.2739i", + "61.6006+15.8551i", + "60.6292+15.4725i", + "60.18+15.2908i", + "60.1869+15.2787i", + "60.7467+15.4263i", + "60.9701+15.4212i", + "62.0727+15.7667i", + "63.3996+16.131i", + "63.8385+16.1462i", + "65.0109+16.4939i", + "66.1757+16.8629i", + "67.6894+17.4158i", + "69.768+18.1737i", + "71.7393+18.9297i", + "73.6621+19.7311i", + "74.8418+20.3242i", + "75.3302+20.6965i", + "74.6775+20.5925i", + "73.8359+20.3618i", + "72.5297+19.9259i", + "69.6068+18.8691i", + "66.5295+17.7032i", + "64.0711+16.7611i", + "62.351+16.1347i", + "60.8908+15.6461i", + "60.0822+15.374i", + "59.7914+15.3071i", + "60.8624+15.6988i", + "64.1399+16.6996i", + "67.1694+17.5485i", + "69.804+18.2701i", + "74.6319+19.2294i", + "78.1846+19.8934i", + "81.4748+20.6526i", + "84.8719+21.5i", + "87.8815+22.4217i", + "91.3202+23.4718i", + "93.896+24.3683i", + "94.9845+24.9276i", + "94.495+25.1748i", + "91.8195+24.8269i", + "88.3243+24.1028i", + "85.0364+23.2662i", + "81.2022+22.259i", + "75.8469+20.642i", + "70.897+19.0328i", + "67.0059+17.7371i", + "65.2924+17.0372i", + "63.936+16.5377i", + "63.0618+16.1942i", + "63.149+16.1333i", + "65.0628+16.6369i", + "69.2029+17.7489i", + "73.1351+18.6812i", + "77.04+19.5593i", + "81.5354+20.5818i", + "84.351+21.2461i", + "87.0312+21.9039i", + "90.0408+22.7542i", + "92.9794+23.7578i", + "96.0729+24.8287i", + "98.0678+25.675i", + "98.6548+26.1942i", + "97.7351+26.3081i", + "95.5202+26.0342i", + "91.0605+25.1299i", + "87.6305+24.257i", + "84.3648+23.3482i", + "78.7719+21.5565i", + "73.5576+19.8083i", + "69.5883+18.4555i", + "68.5029+17.8255i", + "66.7034+17.1758i", + "65.4154+16.7582i", + "65.4356+16.7156i", + "67.4002+17.1809i", + "71.7928+18.3361i", + "76.6835+19.4911i", + "80.5729+20.3355i", + "85.1618+21.2942i", + "88.9567+22.2068i", + "92.564+23.2065i", + "95.9704+24.261i", + "99.6989+25.494i", + "103.3596+26.7228i", + "105.078+27.5792i", + "105.3586+28.1263i", + "104.4941+28.2606i", + "101.7865+27.8666i", + "96.4775+26.7257i", + "92.5253+25.725i", + "88.6289+24.5853i", + "82.5907+22.6798i", + "76.7252+20.7344i", + "72.4719+19.2659i", + "70.9765+18.4854i", + "69.0728+17.7757i", + "67.8392+17.3409i", + "67.7014+17.2267i", + "69.4832+17.6476i", + "73.722+18.7481i", + "78.5117+19.8727i", + "83.0902+20.996i", + "87.3876+21.9387i", + "90.1437+22.6636i", + "93.3487+23.5021i", + "96.6387+24.5493i", + "99.7772+25.6862i", + "103.0782+26.8282i", + "104.8616+27.6921i", + "105.9517+28.3519i", + "104.6412+28.3821i", + "101.8985+27.8773i", + "97.4396+26.9102i", + "93.6143+25.9081i", + "89.887+24.8459i", + "83.9512+22.9129i", + "78.3421+21.0049i", + "74.2283+19.5938i", + "70.1697+18.4305i", + "68.0869+17.678i", + "66.9114+17.2465i", + "66.7273+17.1092i", + "68.5209+17.5498i", + "72.2878+18.5257i", + "77.0576+19.6659i", + "81.1787+20.6838i", + "84.724+21.4498i", + "87.3145+22.106i", + "89.7015+22.7995i", + "92.5209+23.6733i", + "95.2435+24.5981i", + "97.704+25.4584i", + "99.4981+26.2127i", + "99.8717+26.6243i", + "98.6278+26.5769i", + "95.9822+26.0509i", + "91.5065+25.0021i", + "87.7742+24.0152i", + "83.8857+22.8814i", + "79.2184+21.4236i", + "74.7252+19.9341i", + "71.1373+18.7066i", + "66.8067+17.5613i", + "64.9068+16.8617i", + "63.7113+16.4387i", + "63.0119+16.1786i", + "63.2818+16.2292i", + "64.4142+16.5475i", + "65.1829+16.7065i", + "67.1187+17.3407i", + "68.9604+17.7791i", + "70.7538+18.1755i", + "72.2456+18.5285i", + "73.6631+18.8896i", + "75.1236+19.4036i", + "76.9971+20.0803i", + "78.6419+20.7012i", + "79.9917+21.3003i", + "80.6025+21.6229i", + "80.3345+21.6972i", + "78.6275+21.2958i", + "76.9754+20.8665i", + "75.1832+20.281i", + "72.0331+19.2705i", + "68.9108+18.2187i", + "66.0717+17.2353i", + "61.6459+16.1403i", + "60.1295+15.6192i", + "59.046+15.2534i", + "58.4735+15.054i", + "58.5444+15.064i", + "59.3239+15.2633i", + "59.7717+15.2841i", + "61.1539+15.712i", + "62.6781+16.0522i", + "63.7767+16.2401i", + "65.1832+16.525i", + "66.6609+16.8938i", + "68.5567+17.4868i", + "70.4348+18.1966i", + "72.0529+18.8343i", + "73.8353+19.563i", + "75.6164+20.3245i", + "76.4562+20.7667i", + "75.6711+20.6556i", + "74.5658+20.4028i", + "72.7028+19.8377i", + "69.1709+18.6858i", + "65.2928+17.389i", + "62.3303+16.383i", + "60.4656+15.7201i", + "59.1522+15.2911i", + "58.5947+15.0899i", + "58.3984+15.0684i", + "59.6866+15.5322i", + "63.442+16.6432i", + "67.0598+17.6136i", + "70.3074+18.3921i", + "73.988+19.0693i", + "76.7368+19.554i", + "78.6854+19.9555i", + "80.9791+20.4852i", + "82.9869+21.0552i", + "85.7779+21.9232i", + "87.9368+22.6996i", + "89.467+23.3517i", + "89.2784+23.6564i", + "86.9837+23.4419i", + "83.6615+22.7777i", + "81.4791+22.3265i", + "78.1236+21.3635i", + "72.4641+19.7499i", + "67.8197+18.2205i", + "64.4028+17.0933i", + "62.4704+16.3958i", + "60.8031+15.8408i", + "59.6112+15.4743i", + "59.8183+15.4904i", + "61.7658+15.9904i", + "66.4923+17.2017i", + "70.4353+18.2268i", + "72.0964+18.6577i", + "74.4484+19.1893i", + "77.0855+19.7093i", + "80.1779+20.3822i", + "82.6805+20.9314i", + "85.6284+21.8054i", + "88.7375+22.7407i", + "91.2369+23.619i", + "92.715+24.2976i", + "92.8151+24.655i", + "91.3068+24.4744i", + "87.2014+23.6333i", + "83.6844+22.8943i", + "80.178+21.9323i", + "74.5016+20.2598i", + "68.7345+18.5218i", + "64.9694+17.3077i", + "65.1304+16.9071i", + "63.5577+16.3323i", + "62.7207+16.0156i", + "62.6159+15.9503i", + "64.3983+16.4326i", + "68.1665+17.492i", + "72.0477+18.4283i", + "75.1631+19.1309i", + "78.6828+19.8708i", + "81.5232+20.5052i", + "84.3555+21.2397i", + "87.0496+22.0127i", + "90.0612+23.0158i", + "93.3994+24.1773i", + "95.6303+25.0839i", + "96.6019+25.7098i", + "96.2272+25.9875i", + "93.9333+25.6841i", + "90.2898+24.8961i", + "87.5482+24.2552i", + "83.4278+23.0337i", + "78.1604+21.3361i", + "73.3036+19.7128i", + "69.6949+18.4675i", + "67.0737+17.532i", + "65.4206+16.9632i", + "64.2423+16.5728i", + "64.2207+16.4809i", + "66.3215+17.045i", + "70.4223+18.2045i", + "74.7689+19.2466i", + "78.2644+20.0399i", + "81.5377+20.731i", + "83.9288+21.2545i", + "86.9755+22.0085i", + "89.83+22.836i", + "92.7633+23.7967i", + "95.4735+24.6899i", + "96.6448+25.295i", + "97.0794+25.7582i", + "96.1924+25.8525i", + "93.4628+25.3634i", + "88.8097+24.3254i", + "85.8197+23.5933i", + "82.1193+22.5155i", + "77.2654+20.9621i", + "72.4386+19.352i", + "69.0012+18.1759i", + "67.408+17.4948i", + "65.9053+16.9359i", + "65.0484+16.6263i", + "64.8539+16.5463i", + "66.6057+17.0043i", + "70.3535+18.0769i", + "74.5647+19.159i", + "77.2908+19.7897i", + "79.8779+20.3333i", + "81.4983+20.6953i", + "83.6477+21.2973i", + "85.8081+21.9159i", + "87.8709+22.6119i", + "90.1855+23.4337i", + "91.9678+24.1807i", + "92.8556+24.7463i", + "92.4305+24.9321i", + "90.4199+24.5995i", + "86.6652+23.7535i", + "84.2508+23.1081i", + "81.4209+22.2429i", + "77.5026+20.985i", + "73.3586+19.6168i", + "70.191+18.5227i", + "69.0329+17.8913i", + "67.3549+17.2752i", + "66.1864+16.8356i", + "65.6626+16.6346i", + "66.2201+16.729i", + "67.9055+17.1538i", + "69.4055+17.4672i", + "71.7409+18.1331i", + "73.9629+18.6901i", + "76.0475+19.2619i", + "78.428+19.9775i", + "80.5989+20.6647i", + "82.9+21.4959i", + "85.3542+22.3885i", + "87.2928+23.1986i", + "88.5537+23.839i", + "89.1342+24.2518i", + "88.5373+24.2874i", + "85.9842+23.6469i", + "84.1941+23.1213i", + "81.5392+22.2765i", + "77.8562+21.0535i", + "74.3108+19.8287i", + "71.082+18.6917i", + "67.087+17.5974i", + "65.243+16.9098i", + "64.2655+16.5433i", + "63.4722+16.2522i", + "63.5055+16.2056i", + "65.0524+16.5278i", + "66.5644+16.7498i", + "69.4106+17.5441i", + "73.2612+18.39i", + "76.1374+19.0583i", + "80.0064+20.1328i", + "83.4122+21.1179i", + "86.5349+22.2095i", + "90.2766+23.451i", + "92.7765+24.3843i", + "94.0588+24.9909i", + "93.5834+25.2768i", + "91.3301+25.0575i", + "88.0503+24.2989i", + "85.6632+23.7262i", + "82.5155+22.7265i", + "77.6913+21.178i", + "73.2826+19.6411i", + "69.6621+18.378i", + "67.5722+17.6092i", + "65.4319+16.9725i", + "64.0718+16.5692i", + "63.392+16.4228i", + "64.4689+16.805i", + "68.7742+18.0118i", + "73.6553+19.2498i", + "77.4579+20.1742i", + "83.3167+21.4069i", + "88.5165+22.516i", + "93.143+23.6483i", + "98.6626+25.0013i", + "102.4766+26.1521i", + "106.392+27.3865i", + "109.2105+28.3386i", + "109.8044+28.8702i", + "109.2123+28.9707i", + "106.0657+28.4251i", + "100.7901+27.2376i", + "96.3376+26.2332i", + "91.1328+24.7816i", + "83.7641+22.7304i", + "77.319+20.7671i", + "72.5171+19.2879i", + "68.0619+18.0908i", + "66.5833+17.5028i", + "65.4203+17.0669i", + "65.6081+17.0463i", + "67.9266+17.564i", + "73.0829+18.8832i", + "78.5076+20.1706i", + "82.8474+21.1245i", + "87.8001+22.1336i", + "91.869+23.0438i", + "95.8495+24.0573i", + "99.2768+25.0801i", + "102.7682+26.2136i", + "105.8026+27.2391i", + "107.3502+27.9503i", + "106.9733+28.2525i", + "105.4169+28.2055i", + "101.7873+27.5545i", + "95.811+26.256i", + "92.4705+25.4498i", + "87.6185+24.0616i", + "81.6007+22.2671i", + "75.7546+20.4173i", + "71.8925+19.1414i", + "69.3327+18.266i", + "67.4819+17.618i", + "66.2828+17.1978i", + "65.7501+17.0229i", + "67.202+17.4579i", + "71.4026+18.6244i", + "75.767+19.7684i", + "78.8184+20.4591i", + "82.9943+21.2406i", + "86.4048+21.9325i", + "89.3473+22.652i", + "92.5138+23.4147i", + "95.1182+24.254i", + "98.0277+25.1829i", + "100.5729+26.0697i", + "100.7176+26.405i", + "99.469+26.4794i", + "95.7585+25.8323i", + "91.5581+24.9194i", + "88.7097+24.3255i", + "84.947+23.1824i", + "79.4444+21.5211i", + "74.3712+19.8899i", + "70.5728+18.6386i", + "67.5533+17.7412i", + "65.7046+17.1285i", + "64.5549+16.7605i", + "64.4752+16.6783i", + "66.3823+17.1987i", + "71.176+18.5023i", + "76.0954+19.735i", + "79.7755+20.4993i", + "84.3854+21.4665i", + "87.7846+22.182i", + "90.9078+22.894i", + "93.31+23.5428i", + "96.263+24.5018i", + "99.32+25.5261i", + "100.9323+26.2443i", + "102.0594+26.9236i", + "101.1042+27.0209i", + "98.4338+26.6112i", + "93.1294+25.449i", + "90.1135+24.7426i", + "85.9846+23.5781i", + "80.3917+21.9025i", + "74.7142+20.0939i", + "70.8603+18.7992i", + "69.6665+18.1578i", + "67.9092+17.5427i", + "66.932+17.185i", + "66.7039+17.0589i", + "68.0578+17.4354i", + "71.5327+18.4177i", + "75.5646+19.4371i", + "79.0558+20.2683i", + "82.9421+21.123i", + "86.0575+21.9036i", + "89.1312+22.69i", + "91.7419+23.4251i", + "94.5707+24.3292i", + "97.8874+25.4088i", + "99.9047+26.2169i", + "100.7115+26.788i", + "99.9473+26.8451i", + "97.3676+26.4072i", + "92.4495+25.2111i", + "88.9922+24.3428i", + "84.9736+23.1771i", + "80.4639+21.7571i", + "75.773+20.2543i", + "72.0509+19.0232i", + "69.9107+18.1845i", + "68.0802+17.4988i", + "66.8257+17.0436i", + "66.1094+16.7572i", + "66.4432+16.8038i", + "67.8989+17.1629i", + "69.1935+17.4128i", + "71.2403+18.0123i", + "73.9484+18.7303i", + "75.9104+19.1676i", + "78.3878+19.835i", + "81.5645+20.8618i", + "84.6639+21.9484i", + "87.564+23.0017i", + "89.8015+23.906i", + "91.335+24.6248i", + "91.8944+25.0168i", + "91.2916+25.0573i", + "88.0631+24.2124i", + "85.523+23.4839i", + "82.4731+22.4731i", + "78.6881+21.2016i", + "74.9867+19.9409i", + "71.7528+18.8172i", + "69.7416+17.9973i", + "68.067+17.3713i", + "66.7393+16.8864i", + "65.9886+16.6146i", + "65.8567+16.5476i", + "66.5805+16.7402i", + "66.5398+16.6905i", + "67.2871+16.9738i", + "69.6426+17.6805i", + "71.6856+18.1987i", + "74.8567+19.1116i", + "78.2146+20.1851i", + "81.2376+21.2562i", + "83.9603+22.2344i", + "86.5166+23.2006i", + "88.3792+23.9255i", + "89.1915+24.3515i", + "88.7849+24.364i", + "86.2427+23.632i", + "84.5828+23.1427i", + "82.2791+22.3006i", + "78.5916+21.1077i", + "74.6848+19.7867i", + "71.625+18.7243i", + "65.3477+17.2368i", + "62.6303+16.4962i", + "60.6055+15.8864i", + "60.477+15.8451i", + "60.6538+15.9062i", + "63.2238+16.5012i", + "66.6696+17.0891i", + "69.4889+17.7748i", + "74.1603+18.8361i", + "79.7377+20.1432i", + "84.9419+21.5014i", + "90.8656+23.0221i", + "95.5595+24.4416i", + "99.3263+25.5865i", + "101.3835+26.3737i", + "102.7446+26.9438i", + "102.0755+27.0038i", + "99.5714+26.6663i", + "94.4064+25.4614i", + "91.0754+24.7121i", + "85.852+23.3878i", + "79.0526+21.4696i", + "72.9377+19.6702i", + "68.5452+18.3471i", + "67.5722+17.7585i", + "65.9005+17.1683i", + "65.113+16.8712i", + "65.2068+16.8472i", + "67.4022+17.4103i", + "73.1721+18.8858i", + "79.4372+20.366i", + "84.133+21.4548i", + "89.6152+22.6963i", + "93.9329+23.6933i", + "98.4554+24.8411i", + "102.234+25.8438i", + "105.2733+26.8524i", + "108.6947+27.8845i", + "110.6027+28.6802i", + "110.0921+28.974i", + "107.9715+28.8509i", + "103.4987+28.1051i", + "97.462+26.8076i", + "94.1907+26.0484i", + "88.7454+24.4533i", + "82.3774+22.5597i", + "76.3277+20.6669i", + "72.2142+19.3227i", + "69.8906+18.4668i", + "67.6267+17.7413i", + "66.3979+17.3422i", + "65.8128+17.1595i", + "67.1527+17.5593i", + "70.9835+18.686i", + "76.9153+20.0701i", + "81.6095+21.0984i", + "88.1894+22.4822i", + "94.0909+23.7548i", + "99.4932+25.1442i", + "104.0651+26.3618i", + "107.5092+27.4509i", + "112.0096+28.7889i", + "115.2443+29.9026i", + "114.27+29.7492i", + "110.956+29.1271i", + "104.8108+27.9804i", + "98.5436+26.7168i", + "95.0264+25.9872i", + "90.6103+24.8034i", + "83.5826+22.8627i", + "77.6437+21.0123i", + "73.0859+19.5825i", + "70.9861+18.7531i", + "68.9002+18.0608i", + "67.6395+17.6322i", + "67.3427+17.5169i", + "69.1532+17.9901i", + "74.0224+19.3034i", + "79.7786+20.6953i", + "84.0678+21.6381i", + "89.3078+22.7709i", + "93.9198+23.8383i", + "97.5157+24.7371i", + "100.7037+25.5138i", + "103.0569+26.335i", + "106.2531+27.3075i", + "107.5894+27.9417i", + "107.5574+28.2322i", + "105.2304+27.966i", + "101.3145+27.2368i", + "95.7457+26.0262i", + "93.0354+25.4358i", + "88.9615+24.3156i", + "82.8438+22.5059i", + "77.1085+20.7009i", + "72.8529+19.3466i", + "70.7942+18.5545i", + "68.9977+17.9384i", + "67.7149+17.5062i", + "67.5907+17.4157i", + "69.3672+17.8681i", + "73.5472+18.9921i", + "78.6126+20.1948i", + "82.3486+21.0822i", + "86.6558+22.0816i", + "90.1071+22.9078i", + "93.4492+23.764i", + "96.2889+24.5774i", + "98.6215+25.4105i", + "100.8244+26.1566i", + "102.1892+26.7822i", + "102.2772+27.1482i", + "101.3832+27.194i", + "98.3415+26.5796i", + "93.1341+25.3512i", + "90.3528+24.6524i", + "86.5412+23.5289i", + "81.6693+22.0664i", + "76.6951+20.5117i", + "72.8136+19.2302i", + "66.453+17.7141i", + "63.9623+16.9591i", + "62.2356+16.4189i", + "61.3643+16.1233i", + "61.0068+16.0588i", + "62.7393+16.4944i", + "63.2418+16.6219i", + "63.9358+16.9806i", + "67.9223+17.8975i", + "73.1703+19.0389i", + "79.0265+20.3418i", + "82.9359+21.3027i", + "84.4846+21.8296i", + "86.6707+22.4417i", + "88.5292+22.974i", + "90.4933+23.5575i", + "90.4487+23.6315i", + "89.5048+23.5319i", + "85.9975+22.6818i", + "83.5742+22.1284i", + "80.2093+21.17i", + "75.0608+19.8249i", + "69.8343+18.4616i", + "65.4118+17.22i", + "61.6086+16.2564i", + "59.8811+15.6578i", + "58.7237+15.2685i", + "57.918+15.0008i", + "58.3002+15.1184i", + "59.2196+15.3448i", + "60.6153+15.5465i", + "61.9347+15.9399i", + "63.4115+16.2363i", + "64.6884+16.455i", + "66.0054+16.7512i", + "67.3284+17.0987i", + "68.6776+17.5121i", + "70.3161+18.1113i", + "71.7484+18.7323i", + "73.3615+19.4322i", + "74.2003+19.8319i", + "74.5961+20.1616i", + "73.5569+19.9478i", + "73.224+19.9804i", + "70.6464+19.2051i", + "67.4054+18.1599i", + "63.5953+16.9233i", + "60.8968+16.0153i", + "59.3882+15.4987i", + "58.3449+15.237i", + "57.4049+14.9523i", + "57.4225+14.9981i", + "58.3245+15.2945i", + "61.9143+16.4044i", + "65.9342+17.487i", + "68.1124+17.98i", + "72.0559+18.8391i", + "74.9025+19.2495i", + "77.3369+19.6484i", + "79.72+20.1051i", + "81.6636+20.7203i", + "83.8314+21.3399i", + "85.8798+22.0228i", + "86.8166+22.5077i", + "86.3561+22.7093i", + "83.7686+22.362i", + "80.2557+21.6617i", + "78.7846+21.409i", + "75.0797+20.3886i", + "70.3176+19.0148i", + "65.7339+17.5878i", + "62.6608+16.6313i", + "61.1939+16.1393i", + "60.1342+15.7503i", + "59.4342+15.4748i", + "59.7415+15.531i", + "61.4431+16.0037i", + "65.0783+17.1136i", + "68.8586+18.1246i", + "71.2087+18.6255i", + "73.2883+19.0463i", + "74.7794+19.334i", + "76.0343+19.5807i", + "76.4056+19.4798i", + "77.624+19.7673i", + "79.0698+20.2071i", + "79.9496+20.5985i", + "80.5078+20.9879i", + "79.9566+21.0274i", + "78.3397+20.8273i", + "75.9611+20.4807i", + "75.1882+20.4658i", + "72.378+19.6482i", + "68.8575+18.5354i", + "65.3073+17.3564i", + "62.6578+16.4431i", + "60.6105+15.8368i", + "59.6773+15.4863i", + "58.8045+15.202i", + "58.8812+15.2037i", + "60.4691+15.6683i", + "63.9267+16.7044i", + "67.9351+17.7649i", + "70.5338+18.385i", + "73.213+18.9231i", + "74.7974+19.1505i", + "76.6615+19.511i", + "77.8879+19.7677i", + "79.7365+20.3284i", + "81.7858+20.934i", + "83.2495+21.4618i", + "83.5614+21.8622i", + "83.4932+22.1581i", + "82.073+22.0696i", + "78.7048+21.3977i", + "77.3978+21.2126i", + "74.133+20.3052i", + "70.152+19.0208i", + "66.3245+17.73i", + "63.5851+16.808i", + "62.669+16.3226i", + "61.4102+15.8758i", + "60.496+15.5742i", + "60.4441+15.5255i", + "61.9208+15.919i", + "66.2119+17.1185i", + "70.7317+18.246i", + "74.2206+19.0421i", + "77.6648+19.7608i", + "80.5985+20.3454i", + "83.5389+21.0307i", + "86.0884+21.6952i", + "88.8035+22.581i", + "92.1577+23.7532i", + "94.093+24.5208i", + "95.332+25.2692i", + "94.9143+25.4917i", + "92.6775+25.1844i", + "87.5678+24.0303i", + "84.5436+23.3391i", + "79.9142+21.992i", + "74.833+20.4081i", + "70.1004+18.8659i", + "66.5261+17.6661i", + "67.7351+17.5218i", + "66.1684+16.9455i", + "64.9933+16.5501i", + "64.9743+16.4972i", + "66.7259+16.9509i", + "71.1992+18.1457i", + "76.0832+19.3227i", + "79.4726+20.0755i", + "83.5173+21.0478i", + "86.7413+21.8383i", + "89.8098+22.6564i", + "92.6179+23.571i", + "95.4675+24.5688i", + "98.6804+25.7538i", + "100.8078+26.7095i", + "101.3408+27.2803i", + "99.6175+27.0843i", + "96.7113+26.4866i", + "91.417+25.1767i", + "88.3255+24.3793i", + "83.7815+23.0217i", + "78.9281+21.4763i", + "74.5643+20.0249i", + "70.9846+18.7715i", + "67.0573+17.6241i", + "64.7113+16.8933i", + "62.8737+16.3299i", + "61.6468+15.9606i", + "61.7749+15.9515i", + "63.477+16.3779i", + "64.8278+16.6318i", + "66.6657+17.2556i", + "70.8389+18.2749i", + "75.8514+19.391i", + "81.0136+20.5513i", + "85.4211+21.7088i", + "89.2934+22.9648i", + "93.0303+24.2011i", + "95.5012+25.1466i", + "97.0208+25.7957i", + "97.362+26.0556i", + "95.4031+25.6647i", + "90.7381+24.5179i", + "88.6594+23.81i", + "83.868+22.4737i", + "78.0365+20.8637i", + "72.9467+19.405i", + "68.6841+18.1318i", + "62.1309+16.5952i", + "60.4682+15.9721i", + "59.4554+15.5916i", + "58.6468+15.2797i", + "59.3229+15.3814i", + "61.1894+15.7522i", + "63.3099+16.0736i", + "65.7321+16.6379i", + "69.7115+17.5383i", + "72.6974+18.2363i", + "74.7784+18.7225i", + "77.1481+19.4495i", + "79.5688+20.2946i", + "82.3813+21.2926i", + "82.7698+21.6042i", + "82.959+21.8446i", + "81.576+21.7678i", + "79.324+21.5406i", + "76.3878+20.9928i", + "75.3601+20.7582i", + "72.3558+19.841i", + "68.2299+18.5818i", + "64.4483+17.324i", + "61.5694+16.363i", + "59.5415+15.7772i", + "57.3039+15.1711i", + "55.9128+14.8309i", + "55.7703+14.808i", + "57.4797+15.3343i", + "62.198+16.6464i", + "67.5095+17.9738i", + "68.9992+18.3755i", + "72.4526+19.1633i", + "75.9552+19.7253i", + "78.4987+20.1844i", + "82.0184+20.8858i", + "83.1023+21.1686i", + "85.7083+21.9218i", + "86.655+22.3611i", + "87.1199+22.631i", + "86.5591+22.5521i", + "84.8316+22.2479i", + "83.558+21.9631i", + "82.9818+21.85i", + "77.0554+20.454i", + "71.4947+18.9759i", + "65.7309+17.4545i", + "61.3969+16.2662i", + "60.3849+15.9201i", + "59.035+15.4614i", + "58.2493+15.1999i", + "58.2007+15.2111i", + "58.6664+15.3171i", + "62.4314+16.4391i", + "66.2696+17.4524i", + "68.9253+18.0622i", + "72.3714+18.6765i", + "75.3799+19.2375i", + "77.1564+19.5668i", + "79.1019+19.9486i", + "80.4628+20.3699i", + "82.584+21.0526i", + "83.0309+21.4343i", + "83.0773+21.6411i", + "82.408+21.7424i", + "79.9647+21.4295i", + "77.4448+21.0175i", + "76.1843+20.7815i", + "72.7599+19.7982i", + "68.626+18.6024i", + "64.668+17.3209i", + "61.8525+16.3963i", + "58.8345+15.5471i", + "57.6434+15.1646i", + "56.7307+14.8681i", + "56.802+14.8921i", + "58.1476+15.3063i", + "62.2264+16.4484i", + "66.8431+17.6219i", + "70.0189+18.3182i", + "73.2215+18.9095i", + "75.9525+19.4594i", + "78.5325+20.0037i", + "79.897+20.184i", + "80.8162+20.4928i", + "82.1347+20.9003i", + "82.8038+21.2618i", + "83.1616+21.5728i", + "82.3051+21.6429i", + "79.7913+21.264i", + "76.39+20.6832i", + "75.2589+20.4956i", + "72.0348+19.5853i", + "67.7537+18.3169i", + "63.7205+17.0697i", + "60.6178+16.0789i", + "60.4828+16.0741i", + "58.2622+15.2036i", + "57.5516+14.9925i", + "57.5845+14.9856i", + "59.1165+15.4458i", + "63.0865+16.5857i", + "67.6666+17.7796i", + "69.9694+18.1966i", + "72.0977+18.6631i", + "73.781+19.0384i", + "74.5716+19.0929i", + "75.1816+19.1973i", + "76.4641+19.5364i", + "77.4529+19.8045i", + "77.7971+19.9622i", + "78.1598+20.3374i", + "77.4966+20.3951i", + "75.7869+20.1393i", + "73.8489+19.9365i", + "72.9647+19.8357i", + "70.3637+19.113i", + "66.7439+18.006i", + "63.1536+16.8365i", + "61.2905+16.2438i", + "60.7555+15.8894i", + "59.6413+15.4812i", + "58.6168+15.1099i", + "58.5774+15.0802i", + "59.8148+15.4775i", + "63.3213+16.5097i", + "67.0934+17.4845i", + "69.6362+18.0662i", + "71.4732+18.477i", + "72.5475+18.6364i", + "73.6105+18.8353i", + "74.4298+19.0331i", + "75.5781+19.3893i", + "77.1518+19.9337i", + "78.3054+20.453i", + "78.6351+20.7246i", + "77.9393+20.7099i", + "76.4386+20.5262i", + "74.3777+20.1459i", + "73.1847+19.8969i", + "70.7665+19.1784i", + "67.7775+18.2538i", + "64.7821+17.265i", + "62.2436+16.371i", + "61.5531+15.9747i", + "60.5716+15.6502i", + "59.6158+15.3175i", + "59.2052+15.1824i", + "59.4391+15.2427i", + "60.8037+15.6469i", + "62.0545+15.9568i", + "63.1221+16.3137i", + "64.5145+16.6248i", + "65.9262+16.9139i", + "67.4126+17.2083i", + "68.8228+17.5832i", + "70.2812+18.0729i", + "72.1947+18.7593i", + "74.2989+19.6004i", + "75.7845+20.2027i", + "76.5211+20.5898i", + "76.4488+20.7271i", + "74.9394+20.4087i", + "73.9864+20.1031i", + "71.5555+19.3408i", + "68.6063+18.4061i", + "65.3603+17.3321i", + "62.8525+16.4454i", + "58.6595+15.4416i", + "57.5211+15.0351i", + "56.4981+14.6347i", + "56.0919+14.4808i", + "56.2655+14.5054i", + "57.6868+14.8281i", + "58.9924+15.0059i", + "60.9716+15.5355i", + "63.5836+16.1122i", + "66.0994+16.6875i", + "68.5703+17.311i", + "70.6609+17.9138i", + "72.4433+18.5054i", + "74.1017+18.9821i", + "75.7154+19.6365i", + "77.3583+20.3557i", + "78.1056+20.9519i", + "77.0203+20.9779i", + "74.8475+20.6196i", + "73.4126+20.2704i", + "70.6815+19.4198i", + "66.9608+18.2128i", + "63.5211+17.0282i", + "60.7533+16.0797i", + "61.582+15.9821i", + "60.4215+15.5753i", + "59.7426+15.3429i", + "59.6899+15.3452i", + "60.3593+15.6024i", + "63.5035+16.6074i", + "67.3225+17.7389i", + "69.54+18.2815i", + "72.4612+18.8166i", + "75.1074+19.3142i", + "78.674+20.2809i", + "80.2892+20.4743i", + "82.192+21.0122i", + "85.0195+21.8085i", + "87.1583+22.5164i", + "88.4324+23.0404i", + "87.9379+23.1872i", + "85.1185+22.7348i", + "81.8048+22.1362i", + "79.5978+21.6162i", + "77.536+21.2048i", + "75.6473+20.9015i", + "67.2871+17.8362i", + "64.38+16.8634i", + "63.2763+16.3745i", + "62.6898+16.1785i", + "61.7709+15.8379i", + "61.8977+15.8273i", + "63.5843+16.2831i", + "67.3713+17.3074i", + "71.9037+18.4996i", + "74.6854+19.0383i", + "78.0176+19.8268i", + "80.2484+20.3783i", + "82.6747+20.9587i", + "85.0815+21.5945i", + "88.2286+22.5712i", + "90.5277+23.2996i", + "92.6394+24.1582i", + "93.7822+24.7961i", + "93.7485+25.1357i", + "91.0982+24.6897i", + "86.9207+23.8478i", + "84.2585+23.1602i", + "82.466+22.8425i", + "80.8606+22.5848i", + "71.2645+18.995i", + "68.1436+17.9101i", + "64.5689+16.9242i", + "62.9701+16.3534i", + "61.7511+15.9527i", + "61.7757+15.9091i", + "63.4371+16.337i", + "68.1184+17.6129i", + "73.7793+19.0644i", + "77.3884+19.785i", + "81.2978+20.7169i", + "84.5311+21.428i", + "88.0828+22.3061i", + "91.1791+23.1351i", + "93.4663+23.8185i", + "96.8105+24.8005i", + "98.9225+25.639i", + "98.4825+25.9206i", + "96.9053+25.897i", + "92.9081+25.099i", + "88.3378+24.2511i", + "85.2231+23.4425i", + "80.6691+22.1828i", + "78.4312+21.7267i", + "70.8991+19.0533i", + "67.3235+17.8785i", + "63.7246+16.922i", + "61.907+16.3181i", + "60.8209+15.9607i", + "60.728+15.8932i", + "62.2667+16.3354i", + "66.9363+17.6356i", + "72.724+19.1007i", + "76.1566+19.8066i", + "79.5769+20.5077i", + "82.1523+21.0396i", + "84.2294+21.4567i", + "85.3271+21.7033i", + "86.9198+22.1907i", + "88.343+22.5982i", + "88.6585+22.8282i", + "88.1721+22.9191i", + "86.7798+22.7433i", + "83.8183+22.2718i", + "80.2162+21.7161i", + "78.1625+21.2503i", + "74.6628+20.3007i", + "70.7445+19.1384i", + "66.5252+17.8166i", + "63.4636+16.8324i", + "60.9522+16.0982i", + "59.8356+15.6883i", + "59.1192+15.4302i", + "59.1399+15.3977i", + "60.7415+15.8704i", + "64.4714+16.9788i", + "68.923+18.1976i", + "71.7385+18.8175i", + "73.7927+19.2363i", + "75.7084+19.7266i", + "77.0947+20.0048i", + "77.414+19.9648i", + "78.1051+20.1162i", + "78.7969+20.2463i", + "78.9455+20.3089i", + "78.5079+20.3277i", + "77.7394+20.286i", + "75.6006+19.9016i", + "73.656+19.7531i", + "72.1365+19.4028i", + "69.7172+18.7555i", + "66.772+17.8851i", + "63.6921+16.9224i", + "61.1003+16.0685i", + "58.4974+15.3608i", + "57.517+14.9749i", + "56.7844+14.696i", + "56.5097+14.5751i", + "56.8494+14.6776i", + "58.0435+15.0609i", + "59.4291+15.4697i", + "61.1657+16.0576i", + "61.8973+16.2606i", + "62.2041+16.3239i", + "62.2531+16.2742i", + "62.1651+16.1873i", + "61.9225+16.0567i", + "62.1349+16.0971i", + "62.4938+16.2477i", + "62.7845+16.417i", + "62.7516+16.4712i", + "63.2051+16.7638i", + "64.0649+17.2575i", + "63.5875+17.1372i", + "62.3446+16.7115i", + "60.8082+16.1609i", + "59.0418+15.5036i", + "57.6089+14.9671i", + "54.4551+14.3428i", + "53.5432+14.0091i", + "52.7211+13.709i", + "52.4507+13.6043i", + "52.7673+13.6877i", + "53.5323+13.9212i", + "54.1786+14.0593i", + "54.409+14.0828i", + "54.948+14.2368i", + "55.0104+14.1801i", + "55.239+14.1922i", + "55.5282+14.2387i", + "55.6324+14.2554i", + "55.769+14.2773i", + "56.8186+14.6719i", + "58.2144+15.2223i", + "58.703+15.4861i", + "59.9447+16.038i", + "61.3319+16.6931i", + "61.0748+16.6496i", + "59.6746+16.169i", + "57.646+15.4669i", + "55.5118+14.7036i", + "54.1323+14.2346i", + "53.257+13.8912i", + "52.0729+13.5635i", + "51.5886+13.4228i", + "51.5325+13.4532i", + "52.6414+13.8965i", + "55.3087+14.7449i", + "58.8992+15.788i", + "59.9569+16.0274i", + "60.7849+16.0523i", + "61.9423+16.1257i", + "62.9844+16.2421i", + "64.1362+16.3528i", + "65.0091+16.5138i", + "66.9059+17.0796i", + "67.7627+17.2905i", + "68.2849+17.5468i", + "68.2634+17.6905i", + "68.0937+17.9275i", + "68.7405+18.4474i", + "67.5885+18.1553i", + "64.1112+17.2927i", + "60.6094+16.2709i", + "57.0678+15.2035i", + "53.8023+14.1151i", + "51.9689+13.5924i", + "51.4107+13.3997i", + "50.8154+13.1983i", + "50.9973+13.2868i", + "51.899+13.5873i", + "55.5514+14.6719i", + "59.1192+15.6115i", + "60.4742+15.8475i", + "62.4257+16.2219i", + "63.87+16.4852i", + "63.8533+16.2554i", + "64.2755+16.2172i", + "65.3969+16.6067i", + "66.7423+16.9452i", + "66.5899+17.0508i", + "66.9379+17.2351i", + "67.0054+17.4992i", + "65.9275+17.5736i", + "66.0228+18.0421i", + "65.3084+17.8718i", + "62.7887+17.1492i", + "59.8022+16.2362i", + "56.2527+15.0514i", + "54.0984+14.3614i", + "54.315+14.2783i", + "53.4498+13.9645i", + "52.8546+13.7505i", + "52.9472+13.7793i", + "54.0752+14.1395i", + "57.55+15.1808i", + "61.5132+16.2873i", + "63.0268+16.4706i", + "64.6198+16.6806i", + "65.5743+16.7652i", + "66.4884+16.9124i", + "67.37+17.091i", + "68.1173+17.3017i", + "69.3975+17.6928i", + "69.9827+17.9007i", + "70.4312+18.2503i", + "69.7699+18.3212i", + "68.8415+18.4037i", + "68.1238+18.602i", + "66.8955+18.2704i", + "64.3651+17.5401i", + "61.3504+16.6138i", + "58.3948+15.6266i", + "56.1007+14.8608i", + "54.6577+14.3755i", + "53.6729+14.0303i", + "53.2188+13.8698i", + "53.2508+13.8896i", + "54.6472+14.3585i", + "58.2496+15.4333i", + "62.6106+16.6238i", + "64.5666+16.9035i", + "66.0344+17.0755i", + "67.4857+17.3605i", + "68.1532+17.4098i", + "68.7413+17.4689i", + "69.3863+17.6598i", + "70.3063+17.9049i", + "70.4783+18.0871i", + "70.0803+18.1703i", + "69.3423+18.211i", + "68.426+18.277i", + "67.9341+18.4724i", + "66.8723+18.1848i", + "64.3677+17.4551i", + "61.1729+16.4596i", + "57.9779+15.4205i", + "55.7225+14.6762i", + "55.3069+14.4009i", + "54.3002+14.0228i", + "53.8112+13.8738i", + "54.0841+13.9375i", + "55.5615+14.3999i", + "58.7324+15.4036i", + "62.3295+16.457i", + "63.9254+16.7567i", + "65.4312+17.0649i", + "65.5979+16.9643i", + "65.8919+16.9202i", + "66.0342+16.9127i", + "66.6573+17.0771i", + "67.4356+17.3438i", + "67.4902+17.4547i", + "67.5461+17.6479i", + "67.1361+17.7012i", + "66.5357+17.7862i", + "66.282+18.0083i", + "65.0521+17.6603i", + "63.2647+17.1226i", + "61.0088+16.4078i", + "58.5333+15.5798i", + "56.4595+14.8578i", + "55.9801+14.506i", + "55.069+14.1794i", + "54.4288+13.946i", + "54.2953+13.8984i", + "54.5812+14.0231i", + "55.5026+14.3769i", + "56.2803+14.6496i", + "56.355+14.7187i", + "56.722+14.8292i", + "56.805+14.7495i", + "57.3839+14.8582i", + "57.7714+14.9197i", + "57.8576+14.9121i", + "58.7457+15.2218i", + "60.0618+15.7303i", + "61.1421+16.1231i", + "62.8619+16.8236i", + "63.2445+17.0231i", + "64.2653+17.4969i", + "63.6113+17.2297i", + "62.0307+16.6836i", + "60.2757+16.0772i", + "58.2496+15.3467i", + "56.5024+14.6958i", + "53.1889+13.9052i", + "52.3583+13.5899i", + "51.6755+13.328i", + "51.4139+13.2277i", + "51.6463+13.2873i", + "52.8674+13.6274i", + "53.8494+13.8321i", + "54.9609+14.0803i", + "56.1601+14.326i", + "57.2894+14.5439i", + "57.88+14.6169i", + "58.6189+14.8336i", + "59.9358+15.2215i", + "61.6406+15.8371i", + "63.4323+16.4873i", + "65.1877+17.1562i", + "66.1293+17.7489i", + "65.8988+17.9706i", + "65.5545+18.1179i", + "64.3779+17.7663i", + "62.1884+17.0581i", + "59.4392+16.1247i", + "56.8004+15.1649i", + "54.8547+14.4659i", + "53.3074+13.9627i", + "51.6714+13.5479i", + "50.6919+13.3028i", + "50.735+13.3384i", + "52.0467+13.7952i", + "55.996+14.9142i", + "60.9323+16.2349i", + "63.0497+16.7217i", + "64.8684+17.0566i", + "67.47+17.4531i", + "69.7952+17.8773i", + "72.8907+18.4894i", + "75.5776+19.1373i", + "78.1365+19.9068i", + "80.6378+20.6636i", + "82.5182+21.4068i", + "82.6022+21.7382i", + "80.0516+21.1864i", + "78.9722+20.9659i", + "76.3992+20.3842i", + "71.7311+19.2697i", + "65.6249+17.5393i", + "60.5622+16.19i", + "56.8619+15.1812i", + "54.1711+14.4241i", + "53.0107+13.9905i", + "52.4421+13.797i", + "52.651+13.8176i", + "54.3471+14.2445i", + "58.8851+15.563i", + "63.8264+16.8376i", + "66.8721+17.3753i", + "68.7976+17.6686i", + "70.3765+17.8919i", + "72.2773+18.2313i", + "73.7962+18.5689i", + "75.6884+19.1335i", + "77.5552+19.704i", + "79.0086+20.2507i", + "79.1529+20.5594i", + "78.3674+20.6521i", + "76.1488+20.3294i", + "73.4938+20.0607i", + "70.6538+19.3397i", + "67.3746+18.3966i", + "63.4183+17.2224i", + "59.8534+16.0513i", + "57.2298+15.1751i", + "53.8065+14.2206i", + "52.6809+13.7979i", + "51.9575+13.558i", + "52.024+13.5655i", + "53.5057+14.0121i", + "56.91+15.0566i", + "60.8898+16.1491i", + "62.9737+16.5635i", + "64.0568+16.6693i", + "65.4498+16.8679i", + "66.6047+17.0298i", + "67.2375+17.1174i", + "68.1135+17.3042i", + "69.4907+17.6959i", + "70.485+18.0747i", + "70.0929+18.0991i", + "69.5878+18.231i", + "68.3171+18.1623i", + "67.0733+18.2215i", + "64.9891+17.673i", + "62.4494+16.9363i", + "59.4326+16.0042i", + "56.3767+14.9896i", + "54.5575+14.3611i", + "52.973+13.8368i", + "52.2132+13.5762i", + "51.6626+13.4183i", + "51.9349+13.5144i", + "53.3622+13.9673i", + "56.4158+14.9033i", + "60.3493+16.0481i", + "62.1865+16.3597i", + "63.266+16.4378i", + "64.6099+16.6604i", + "65.5375+16.722i", + "66.1103+16.7618i", + "67.0974+17.0102i", + "68.1572+17.3597i", + "69.0171+17.698i", + "68.9659+17.869i", + "68.8094+18.0811i", + "67.7942+18.0588i", + "67.0428+18.233i", + "65.365+17.813i", + "63.0515+17.1531i", + "60.1137+16.2296i", + "57.2148+15.28i", + "55.2185+14.5916i", + "54.7756+14.2724i", + "53.629+13.8941i", + "53.0391+13.7034i", + "53.1435+13.7591i", + "54.4075+14.1683i", + "57.2939+15.0823i", + "60.8336+16.14i", + "62.157+16.4161i", + "63.0569+16.4777i", + "64.6282+16.7701i", + "65.7817+16.9289i", + "66.6521+17.0456i", + "67.6323+17.2926i", + "68.9004+17.6897i", + "69.9909+18.0608i", + "70.4195+18.3317i", + "70.5375+18.5854i", + "69.6035+18.525i", + "68.7583+18.5724i", + "66.7956+18.0265i", + "64.2866+17.3222i", + "61.4867+16.4802i", + "58.5113+15.5497i", + "56.2294+14.802i", + "55.0838+14.3596i", + "53.9615+13.9683i", + "53.2441+13.7263i", + "52.8802+13.6405i", + "53.15+13.7636i", + "54.1738+14.1172i", + "55.3943+14.5025i", + "55.4763+14.5805i", + "55.935+14.7212i", + "56.2252+14.6552i", + "56.8235+14.6627i", + "57.6668+14.7841i", + "58.3297+14.9889i", + "59.0331+15.2381i", + "60.4495+15.7682i", + "61.6272+16.2077i", + "62.7078+16.6465i", + "63.4149+16.9876i", + "64.388+17.3955i", + "63.5641+17.065i", + "61.7853+16.5396i", + "59.5407+15.8616i", + "57.2521+15.0962i", + "55.368+14.4526i", + "52.6093+13.7638i", + "51.6621+13.434i", + "50.8127+13.162i", + "50.473+13.0516i", + "50.6869+13.112i", + "51.5978+13.3825i", + "52.8408+13.7136i", + "53.554+13.8878i", + "54.2776+14.0952i", + "54.3501+13.9999i", + "54.7765+13.9796i", + "55.2414+14.0452i", + "55.7843+14.1941i", + "56.5017+14.4826i", + "57.1742+14.7726i", + "58.4475+15.2998i", + "59.7506+15.89i", + "60.3789+16.2823i", + "61.2057+16.7476i", + "60.2055+16.437i", + "58.553+15.8943i", + "56.3536+15.1876i", + "53.8898+14.3494i", + "52.1155+13.7259i", + "51.1804+13.3434i", + "50.1118+13.0071i", + "50.0183+12.991i", + "50.3205+13.1378i", + "51.2489+13.4695i", + "54.5697+14.486i", + "59.0811+15.7796i", + "61.5066+16.3097i", + "63.5195+16.587i", + "64.5761+16.6202i", + "65.3361+16.7224i", + "66.1391+16.8065i", + "67.0663+17.0136i", + "67.9029+17.2285i", + "69.1028+17.6193i", + "69.476+17.915i", + "69.1201+18.121i", + "67.8995+18.1079i", + "67.6867+18.3688i", + "66.3068+17.969i", + "63.466+17.191i", + "60.0427+16.1798i", + "56.74+15.1457i", + "54.1662+14.3479i", + "53.2549+13.9559i", + "52.2056+13.6332i", + "51.6238+13.4513i", + "51.7934+13.5018i", + "53.0275+13.9248i", + "55.9741+14.9215i", + "60.1368+16.1278i", + "62.9569+16.6334i", + "65.2139+16.9502i", + "67.0837+17.2583i", + "67.8544+17.3057i", + "68.2222+17.2212i", + "69.1875+17.4967i", + "70.6426+17.9784i", + "71.9366+18.47i", + "72.8154+18.8945i", + "73.2204+19.2435i", + "72.4149+19.2367i", + "71.0857+19.2687i", + "68.2884+18.5545i", + "65.7673+17.8094i", + "62.4643+16.7819i", + "59.0546+15.6833i", + "56.4194+14.8615i", + "53.7894+14.1767i", + "52.2634+13.7349i", + "51.4994+13.5057i", + "51.8312+13.67i", + "53.0186+14.0726i", + "56.2261+15.0267i", + "61.132+16.3754i", + "64.9971+17.0592i", + "68.132+17.5665i", + "70.2967+17.9237i", + "71.5061+18.1337i", + "72.635+18.4029i", + "73.626+18.7238i", + "75.7571+19.4213i", + "77.1492+19.9122i", + "76.8727+19.9187i", + "75.6846+19.7581i", + "74.2118+19.5926i", + "72.5077+19.5472i", + "69.607+18.8701i", + "66.6+17.9883i", + "62.8635+16.8877i", + "59.0545+15.7492i", + "56.0197+14.8486i", + "54.8801+14.4162i", + "53.7204+14.0299i", + "52.9939+13.7926i", + "52.9604+13.798i", + "53.9418+14.1541i", + "56.969+15.1561i", + "61.1462+16.3955i", + "63.819+16.8829i", + "65.7411+17.1383i", + "67.0848+17.2814i", + "67.433+17.286i", + "67.4522+17.1825i", + "67.9066+17.3112i", + "68.9132+17.6301i", + "69.7652+17.9026i", + "69.8765+18.1135i", + "69.8786+18.2938i", + "69.0511+18.2893i", + "68.8214+18.5633i", + "66.9448+18.1151i", + "64.6677+17.4201i", + "61.6023+16.4864i", + "58.4477+15.4965i", + "56.0792+14.7394i", + "55.4812+14.3821i", + "54.4823+14.0462i", + "53.9475+13.8579i", + "53.8734+13.8479i", + "54.7761+14.1856i", + "57.4163+15.1075i", + "60.7855+16.2018i", + "62.4371+16.5118i", + "63.9714+16.7671i", + "64.5731+16.7859i", + "64.6822+16.7377i", + "64.5418+16.6019i", + "64.7757+16.6589i", + "65.4965+16.9047i", + "66.1044+17.1221i", + "66.5837+17.3817i", + "66.6374+17.5514i", + "66.3683+17.6606i", + "66.0993+17.8492i", + "64.3116+17.38i", + "62.8458+16.9261i", + "60.8393+16.2492i", + "58.5733+15.4768i", + "56.5261+14.776i", + "54.7861+14.2392i", + "53.6941+13.8567i", + "53.048+13.6388i", + "52.791+13.5523i", + "53.1321+13.7005i", + "54.1197+14.0608i", + "55.4231+14.4851i", + "55.5215+14.5826i", + "55.9485+14.7351i", + "56.4921+14.8035i", + "56.7172+14.7532i", + "56.6427+14.6346i", + "56.8864+14.6998i", + "57.6733+14.9553i", + "58.6909+15.3581i", + "59.4488+15.6307i", + "60.3491+15.9817i", + "61.5004+16.4595i", + "62.7717+16.9359i", + "62.1547+16.675i", + "60.6515+16.2197i", + "58.9369+15.6732i", + "56.7087+14.9396i", + "54.9609+14.3279i", + "52.5952+13.7071i", + "51.0864+13.2989i", + "50.2735+13.044i", + "49.9632+12.9738i", + "50.0507+12.9991i", + "51.0765+13.2895i", + "52.6981+13.7466i", + "54.028+13.9825i", + "54.9392+14.1716i", + "55.2972+14.198i", + "55.3525+14.0981i", + "55.8281+14.1665i", + "56.5115+14.325i", + "57.3684+14.6599i", + "58.5378+15.1288i", + "59.7916+15.6953i", + "61.4964+16.3983i", + "62.4852+16.884i", + "62.9809+17.2202i", + "62.0562+16.9127i", + "60.4717+16.4102i", + "58.1772+15.6454i", + "55.2112+14.678i", + "52.9288+13.9663i", + "52.3742+13.6475i", + "50.7629+13.2572i", + "49.9209+13.0457i", + "50.1943+13.1467i", + "51.669+13.6253i", + "55.8585+14.8437i", + "60.4505+16.1703i", + "62.648+16.6634i", + "65.3799+17.1158i", + "68.1062+17.5584i", + "70.4239+18.0047i", + "72.9023+18.4654i", + "75.016+19.0082i", + "77.4203+19.6532i", + "79.5927+20.3193i", + "80.0887+20.7031i", + "79.5652+20.8647i", + "77.6587+20.5597i", + "75.7217+20.3649i", + "72.1097+19.4475i", + "68.1144+18.3947i", + "63.5429+17.1388i", + "59.1269+15.8583i", + "55.9571+14.929i", + "54.7335+14.4669i", + "53.4156+14.0542i", + "52.8404+13.8419i", + "52.5712+13.8059i", + "53.4548+14.1392i", + "57.9739+15.3825i", + "63.5641+16.8511i", + "66.3692+17.3567i", + "69.647+17.8553i", + "72.7179+18.4743i", + "75.864+19.1454i", + "78.3795+19.6946i", + "80.1765+20.2824i", + "83.2308+21.1294i", + "83.9479+21.6232i", + "84.5608+22.0057i", + "83.2248+21.9636i", + "79.1184+21.1679i", + "76.2659+20.7153i", + "73.0642+19.8637i", + "68.976+18.7784i", + "64.4315+17.4822i", + "60.3427+16.203i", + "57.4731+15.3092i", + "56.4011+14.8302i", + "55.11+14.4183i", + "54.3331+14.1417i", + "54.1862+14.1096i", + "55.2602+14.4935i", + "59.3475+15.6611i", + "64.1076+16.9819i", + "66.2345+17.389i", + "68.8727+17.826i", + "72.1705+18.4398i", + "73.9589+18.7887i", + "76.1423+19.2865i", + "78.318+19.8584i", + "81.3233+20.7129i", + "82.9355+21.3052i", + "82.5477+21.4995i", + "81.0548+21.3927i", + "77.4903+20.6905i", + "75.4581+20.528i", + "72.4096+19.7134i", + "68.7243+18.6772i", + "64.6535+17.485i", + "60.9349+16.3089i", + "58.2296+15.4445i", + "56.7817+14.9393i", + "55.3349+14.4905i", + "54.657+14.2399i", + "54.3668+14.1914i", + "55.4117+14.564i", + "59.43+15.688i", + "64.2374+17.0096i", + "67.0398+17.5136i", + "70.7105+18.192i", + "73.7687+18.7603i", + "76.0182+19.2586i", + "78.6888+19.826i", + "79.8682+20.2829i", + "83.1107+21.2155i", + "85.1993+21.9406i", + "86.4696+22.5046i", + "85.0204+22.4402i", + "80.5338+21.5691i", + "77.9356+21.1652i", + "74.627+20.3102i", + "70.5946+19.2293i", + "66.4157+18.0003i", + "62.3006+16.7077i", + "59.0412+15.7374i", + "57.2739+15.0894i", + "55.5447+14.5656i", + "54.5397+14.2449i", + "54.3928+14.1808i", + "55.5934+14.5648i", + "59.3273+15.6367i", + "64.6543+17.0631i", + "67.0121+17.543i", + "69.4614+18.0997i", + "72.0972+18.5962i", + "74.9338+19.17i", + "77.7317+19.7789i", + "79.4133+20.2185i", + "82.0068+21.0148i", + "83.5318+21.6271i", + "84.1875+22.0621i", + "82.5983+21.9187i", + "79.5447+21.211i", + "77.1233+20.7264i", + "73.8705+19.8122i", + "70.0932+18.7941i", + "66.0477+17.692i", + "61.6928+16.4347i", + "58.3801+15.4031i", + "54.0875+14.3729i", + "52.1032+13.8054i", + "51.3517+13.4993i", + "50.8372+13.3392i", + "50.8515+13.4046i", + "51.7604+13.7392i", + "54.4263+14.3904i", + "56.8827+14.872i", + "56.9797+14.9266i", + "56.9838+14.97i", + "59.4013+15.3868i", + "62.1074+15.9229i", + "64.5191+16.4876i", + "66.5166+17.0588i", + "68.2305+17.6664i", + "67.9265+17.9267i", + "68.8572+18.3447i", + "67.8597+18.1115i", + "67.4899+18.0611i", + "67.5549+17.7484i", + "65.2218+16.9651i", + "61.014+15.9253i", + "57.6297+15.044i", + "53.8976+14.0854i", + "50.7457+13.2992i", + "49.9474+12.9861i", + "49.3683+12.754i", + "49.1525+12.6677i", + "48.8954+12.5633i", + "49.4132+12.7503i", + "50.1439+13.0199i", + "50.196+13.0051i", + "50.37+13.0305i", + "50.3249+12.966i", + "50.3031+12.9294i", + "50.1583+12.8554i", + "50.326+12.9226i", + "50.5996+13.0346i", + "51.4565+13.3771i", + "52.3872+13.7829i", + "53.8364+14.3743i", + "55.2336+14.9695i", + "55.9888+15.3178i", + "55.5506+15.1544i", + "54.6214+14.7934i", + "53.2823+14.2725i", + "51.617+13.6173i", + "50.3681+13.1272i", + "48.7181+12.6706i", + "47.7142+12.3958i", + "47.3395+12.2741i", + "47.6246+12.3325i", + "49.2409+12.8373i", + "52.2408+13.8083i", + "55.4609+14.9004i", + "55.8616+15.0175i", + "56.9108+15.1283i", + "58.0857+15.2223i", + "59.4499+15.3662i", + "61.2127+15.6238i", + "62.1546+15.811i", + "63.0237+16.1052i", + "64.3241+16.463i", + "65.6237+16.8982i", + "66.3626+17.3117i", + "68.2431+17.9222i", + "68.2587+18.1842i", + "65.7573+17.5961i", + "62.4289+16.7797i", + "58.7227+15.7589i", + "54.9488+14.6578i", + "52.1631+13.8165i", + "51.0252+13.3834i", + "50.1368+13.0579i", + "50.0446+13.0223i", + "50.4847+13.1307i", + "52.2594+13.6444i", + "55.5032+14.6053i", + "59.9484+16.0113i", + "61.5672+16.305i", + "62.1237+16.2614i", + "62.3629+16.1116i", + "63.0589+16.0707i", + "63.7887+16.1832i", + "64.1574+16.2305i", + "64.7952+16.4625i", + "64.7173+16.4776i", + "64.9521+16.7312i", + "64.6573+16.9428i", + "64.8011+17.3126i", + "64.3519+17.4998i", + "62.7723+17.0884i", + "60.8077+16.5119i", + "58.3735+15.7447i", + "55.7724+14.8844i", + "53.8701+14.2422i", + "53.4252+13.9177i", + "52.5234+13.6071i", + "52.4236+13.5916i", + "52.6716+13.6695i", + "53.6366+13.9923i", + "56.5643+14.9766i", + "60.2539+16.1807i", + "61.6692+16.4044i", + "62.1903+16.2721i", + "62.2162+16.0219i", + "62.9592+16.1118i", + "62.7899+15.9394i", + "63.0287+15.9591i", + "63.1708+16.0144i", + "63.7352+16.2753i", + "63.9222+16.5106i", + "64.2655+16.8699i", + "64.6478+17.3065i", + "64.4756+17.5616i", + "63.3169+17.2539i", + "61.5646+16.6991i", + "59.5479+16i", + "56.7794+15.0705i", + "54.8774+14.4159i", + "53.7739+14.0204i", + "52.894+13.72i", + "52.4287+13.5706i", + "52.8033+13.6791i", + "54.4144+14.1969i", + "57.7567+15.264i", + "62.1822+16.6502i", + "64.153+17.064i", + "64.4251+16.8922i", + "63.9063+16.5591i", + "63.8549+16.3509i", + "63.4693+16.1234i", + "63.7877+16.1897i", + "64.0972+16.3265i", + "64.4233+16.537i", + "64.3716+16.7145i", + "64.6992+17.0821i", + "64.6119+17.2936i", + "63.6516+17.1941i", + "62.2732+16.813i", + "61.1642+16.5004i", + "59.1076+15.8687i", + "56.7398+15.0544i", + "54.9143+14.4303i", + "55.1179+14.2576i", + "54.4011+13.9951i", + "54.1135+13.8914i", + "54.3276+13.953i", + "55.7955+14.4657i", + "58.7182+15.4515i", + "62.6246+16.711i", + "64.1862+17.0759i", + "64.5053+16.9612i", + "64.0678+16.6678i", + "63.7487+16.4341i", + "63.3208+16.2091i", + "63.3721+16.1938i", + "64.1435+16.5189i", + "64.4422+16.7183i", + "64.2906+16.8081i", + "64.7133+17.1364i", + "65.2359+17.4844i", + "65.0171+17.6016i", + "63.6736+17.1771i", + "62.2674+16.7347i", + "60.3646+16.1042i", + "58.0266+15.2919i", + "56.3489+14.6875i", + "55.0767+14.2601i", + "54.406+13.9873i", + "53.9144+13.7875i", + "53.7863+13.7354i", + "54.1302+13.8752i", + "54.9797+14.2206i", + "56.2808+14.7496i", + "56.8822+14.9941i", + "56.6456+14.898i", + "56.0288+14.6472i", + "55.3935+14.3889i", + "55.0551+14.2513i", + "54.9429+14.2056i", + "55.2504+14.3307i", + "56.0109+14.6399i", + "56.9678+15.029i", + "58.2145+15.5359i", + "59.4289+16.0297i", + "60.3552+16.4062i", + "59.606+16.1016i", + "58.8844+15.8083i", + "57.7634+15.3524i", + "56.3534+14.7792i", + "55.1279+14.2809i", + "52.5412+13.6107i", + "52.1145+13.4613i", + "51.6052+13.2701i", + "51.4654+13.2086i", + "51.5935+13.2404i", + "52.1812+13.4298i", + "53.2466+13.7893i", + "53.8326+13.997i", + "53.8498+13.9546i", + "53.5212+13.7818i", + "53.1739+13.5858i", + "53.1569+13.5537i", + "53.4482+13.6626i", + "54.0633+13.9138i", + "55.0467+14.3184i", + "55.8221+14.6774i", + "57.3186+15.3005i", + "59.0238+16.0051i", + "60.232+16.5301i", + "59.4945+16.2635i", + "58.4949+15.9012i", + "57.0784+15.3895i", + "55.5616+14.8384i", + "53.8839+14.1942i", + "51.5872+13.5676i", + "50.4293+13.2212i", + "49.9082+13.025i", + "50.3609+13.081i", + "51.2751+13.3116i", + "54.0837+14.1065i", + "58.3485+15.3845i", + "60.3957+16.0577i", + "61.6011+16.1552i", + "62.6639+16.2138i", + "63.7081+16.3308i", + "66.0101+16.7764i", + "67.4753+17.1544i", + "68.3698+17.4457i", + "69.2436+17.7473i", + "69.8396+18.0703i", + "70.1081+18.3293i", + "71.0091+18.7652i", + "70.4113+18.8948i", + "67.9234+18.2809i", + "64.8423+17.5388i", + "61.5993+16.6646i", + "57.8626+15.6001i", + "54.7306+14.6331i", + "53.631+14.1549i", + "52.6449+13.7845i", + "52.1332+13.5565i", + "52.1797+13.5103i", + "53.2528+13.7447i", + "55.8586+14.4318i", + "60.2312+15.7059i", + "63.7197+16.6588i", + "64.8218+16.7627i", + "65.3909+16.7606i", + "66.2863+16.8407i", + "67.2955+17.069i", + "68.0377+17.2733i", + "69.0401+17.5923i", + "69.7708+17.9331i", + "69.6588+18.097i", + "69.1072+18.2301i", + "68.5159+18.4075i", + "67.3381+18.4068i", + "65.3739+17.8925i", + "63.6406+17.3915i", + "61.4473+16.7323i", + "58.7474+15.8454i", + "56.2307+14.9653i", + "54.6925+14.3953i", + "53.5993+14.0247i", + "52.9216+13.7638i", + "52.466+13.625i", + "52.9164+13.7349i", + "55.5961+14.4289i", + "60.0664+15.6882i", + "63.6716+16.6741i", + "65.8999+17.0704i", + "67.6863+17.3967i", + "67.9379+17.3108i", + "68.0175+17.2666i", + "68.5736+17.4431i", + "69.6661+17.7468i", + "70.7378+18.1527i", + "69.7356+18.1264i", + "68.6227+18.0643i", + "68.8398+18.4357i", + "68.0787+18.5147i", + "66.1184+18.0204i", + "63.9713+17.445i", + "61.6768+16.7861i", + "59.094+15.9298i", + "56.5944+15.0658i", + "55.3307+14.5413i", + "54.3858+14.2525i", + "53.9129+14.0285i", + "53.2707+13.8356i", + "53.3935+13.8294i", + "56.1074+14.5272i", + "60.3647+15.7629i", + "64.1654+16.8101i", + "66.8276+17.2613i", + "68.1846+17.4553i", + "68.6447+17.4243i", + "68.8426+17.4652i", + "69.3445+17.6163i", + "69.9404+17.8571i", + "70.1842+18.1313i", + "69.8089+18.2464i", + "68.9701+18.2363i", + "69.2789+18.5899i", + "68.5418+18.6512i", + "66.6886+18.1675i", + "64.7807+17.6313i", + "62.4111+16.947i", + "59.7275+16.0856i", + "57.2468+15.2103i", + "56.6893+14.7856i", + "55.1976+14.2991i", + "54.3319+13.9986i", + "53.9903+13.8715i", + "54.5142+14.007i", + "56.679+14.6229i", + "60.1449+15.7033i", + "62.6499+16.4857i", + "64.6263+16.9326i", + "65.5724+17.0252i", + "66.9436+17.258i", + "67.6126+17.3517i", + "68.0997+17.5066i", + "69.1044+17.832i", + "69.7561+18.135i", + "69.6748+18.2585i", + "69.5646+18.4475i", + "70.4841+18.8251i", + "69.7935+18.821i", + "67.7359+18.2324i", + "65.8429+17.7047i", + "63.6964+17.1144i", + "61.027+16.3396i", + "58.4802+15.4926i", + "56.5319+14.8232i", + "55.0372+14.3407i", + "54.0495+13.9917i", + "53.2984+13.7458i", + "53.1792+13.7025i", + "53.9002+13.907i", + "55.2255+14.3439i", + "55.288+14.4459i", + "56.3807+14.7748i", + "57.1005+14.8769i", + "58.4691+15.1882i", + "59.4287+15.349i", + "60.2198+15.5561i", + "60.7958+15.7911i", + "61.5049+16.0528i", + "62.8023+16.5162i", + "63.7895+16.8997i", + "66.0051+17.566i", + "66.0598+17.6955i", + "64.3238+17.2036i", + "62.5558+16.708i", + "60.677+16.1897i", + "58.5156+15.5415i", + "56.5198+14.859i", + "54.943+14.2955i", + "54.0341+13.9259i", + "53.6468+13.7684i", + "53.2805+13.6195i", + "53.1097+13.55i", + "53.3655+13.6541i", + "53.9711+13.9003i", + "54.4436+14.0924i", + "54.579+14.1475i", + "54.2869+14.0287i", + "53.9924+13.909i", + "53.8932+13.8686i", + "54.2081+13.9966i", + "54.7831+14.2305i", + "55.8616+14.669i", + "56.4197+14.8959i", + "57.5545+15.3573i", + "59.5343+16.1623i", + "60.5353+16.5693i", + "59.9782+16.3428i", + "59.2395+16.0424i", + "58.3216+15.6692i", + "57.0838+15.1659i", + "55.5006+14.5222i", + "52.3166+13.8105i", + "51.0258+13.398i", + "50.3432+13.1658i", + "50.4316+13.1095i", + "51.4176+13.3232i", + "53.4189+13.8589i", + "56.4726+14.6699i", + "58.3322+15.2713i", + "60.0378+15.73i", + "61.4451+15.9198i", + "62.4282+16.0386i", + "64.4804+16.4745i", + "64.8938+16.5462i", + "65.79+16.8786i", + "66.7878+17.1748i", + "67.4793+17.5041i", + "67.9961+17.7914i", + "70.0155+18.5272i", + "69.2793+18.5737i", + "66.368+17.8838i", + "63.598+17.2046i", + "60.8755+16.4646i", + "57.8858+15.6139i", + "54.984+14.69i", + "53.9038+14.1757i", + "52.6061+13.7533i", + "51.8133+13.468i", + "51.5261+13.3479i", + "51.982+13.4712i", + "54.3503+14.0844i", + "58.9311+15.3178i", + "62.4002+16.2657i", + "64.1625+16.6213i", + "65.8003+16.881i", + "66.5723+16.9384i", + "66.6031+16.9762i", + "67.2173+17.1675i", + "68.2924+17.5208i", + "69.1418+17.8835i", + "68.2045+17.7435i", + "67.692+17.8576i", + "68.0713+18.2521i", + "66.9835+18.1904i", + "64.8676+17.6419i", + "62.9229+17.1113i", + "60.3622+16.3868i", + "57.9021+15.5935i", + "55.5006+14.7607i", + "54.5684+14.3606i", + "53.3532+13.9386i", + "52.6349+13.664i", + "52.3308+13.5428i", + "52.7003+13.6295i", + "54.9365+14.2141i", + "58.8758+15.3253i", + "61.4625+16.0928i", + "64.1883+16.6379i", + "65.4861+16.7835i", + "65.6952+16.7426i", + "65.931+16.8319i", + "66.66+17.0519i", + "67.553+17.3349i", + "67.7875+17.521i", + "66.2852+17.2823i", + "65.7224+17.3533i", + "67.0436+17.9907i", + "66.0407+17.939i", + "64.4211+17.507i", + "62.7349+17.0351i", + "60.6031+16.4252i", + "58.1052+15.599i", + "55.8892+14.8247i", + "54.4443+14.3376i", + "52.8467+13.7667i", + "52.3407+13.6097i", + "52.0134+13.4857i", + "52.3719+13.5597i", + "54.2927+14.0573i", + "58.4087+15.2114i", + "61.8575+16.2044i", + "63.9611+16.5951i", + "64.802+16.6208i", + "65.636+16.6735i", + "65.569+16.662i", + "66.2333+16.9062i", + "66.4723+17.0102i", + "66.6912+17.1812i", + "65.3691+17.0852i", + "65.099+17.2107i", + "66.4817+17.8629i", + "65.9771+17.9577i", + "64.33+17.5184i", + "62.5045+17.0024i", + "60.3698+16.357i", + "57.8489+15.5254i", + "55.5628+14.7293i", + "55.7722+14.4822i", + "54.6422+14.1874i", + "53.814+13.9862i", + "53.4008+13.8205i", + "53.9707+13.9366i", + "55.5791+14.2938i", + "58.6776+15.1829i", + "60.6153+15.9465i", + "61.4201+16.1936i", + "61.7847+16.1558i", + "62.0622+16.1086i", + "62.4575+16.1732i", + "62.6336+16.1917i", + "63.151+16.3991i", + "63.4625+16.6183i", + "63.0142+16.5123i", + "64.1988+16.8979i", + "67.0442+17.786i", + "66.6392+17.8436i", + "65.0024+17.405i", + "63.3434+16.9536i", + "61.6376+16.4544i", + "59.3086+15.7619i", + "56.9001+14.9687i", + "55.4114+14.4094i", + "54.9139+14.2071i", + "54.2447+13.935i", + "53.8089+13.7578i", + "53.5354+13.6466i", + "53.8187+13.7618i", + "54.612+14.0844i", + "55.042+14.2592i", + "55.6762+14.517i", + "55.309+14.3678i", + "55.1082+14.2861i", + "54.9271+14.2125i", + "54.9802+14.234i", + "55.518+14.4527i", + "56.2924+14.7676i", + "57.4062+15.2205i", + "57.8968+15.4199i", + "59.8989+16.234i", + "60.4821+16.4711i", + "59.7908+16.19i", + "59.0244+15.8784i", + "58.216+15.5497i", + "57.3199+15.1853i", + "56.0517+14.6697i", + "53.089+13.9116i", + "52.2293+13.597i", + "51.6919+13.4255i", + "51.4621+13.2948i", + "51.6908+13.3009i", + "52.3318+13.452i", + "53.9105+13.8606i", + "54.5507+13.9793i", + "55.5718+14.2542i", + "55.7389+14.2252i", + "56.2928+14.3263i", + "56.8504+14.4892i", + "57.2503+14.67i", + "57.996+14.9917i", + "58.8755+15.4106i", + "60.0944+15.9496i", + "60.9994+16.2946i", + "63.054+17.0782i", + "63.1963+17.2501i", + "62.0879+16.8883i", + "60.8265+16.4554i", + "59.0907+15.9047i", + "56.6186+15.1252i", + "54.2759+14.3328i", + "52.3248+13.6989i", + "50.7307+13.2649i", + "49.6013+13.0303i", + "49.3554+12.9331i", + "50.1666+13.1456i", + "52.7789+13.8667i", + "58.2874+15.2572i", + "61.4448+16.2234i", + "63.5669+16.5924i", + "66.2207+17.0301i", + "68.3444+17.3734i", + "70.0951+17.7717i", + "70.061+17.8131i", + "71.0038+18.2192i", + "71.7808+18.6567i", + "71.8047+18.8154i", + "73.3208+19.1629i", + "74.9442+19.7207i", + "73.5163+19.5604i", + "70.4065+18.8411i", + "66.6991+17.9662i", + "62.7063+16.9788i", + "58.7062+15.9051i", + "55.3331+14.8611i", + "54.8463+14.4237i", + "53.5056+13.9515i", + "52.9924+13.7237i", + "52.659+13.5939i", + "52.9135+13.6409i", + "55.6301+14.387i", + "60.2207+15.6911i", + "63.6738+16.6744i", + "66.0852+17.1204i", + "67.5214+17.3116i", + "68.976+17.53i", + "68.9695+17.5327i", + "68.3623+17.4154i", + "69.0613+17.7435i", + "69.4233+17.908i", + "68.0734+17.7773i", + "67.5745+17.8145i", + "68.9023+18.5045i", + "67.8423+18.4614i", + "65.9895+17.9957i", + "64.0075+17.4467i", + "61.6996+16.7853i", + "58.9902+15.9158i", + "56.4604+15.0274i", + "54.3305+14.3327i", + "53.2014+13.9334i", + "52.5852+13.6735i", + "52.1276+13.5057i", + "52.6398+13.6116i", + "55.4469+14.3661i", + "60.3751+15.7027i", + "64.6303+16.8711i", + "67.4152+17.3908i", + "67.8876+17.4406i", + "68.0688+17.4322i", + "67.8306+17.3409i", + "67.5497+17.2816i", + "68.0596+17.4495i", + "68.0014+17.5282i", + "67.9119+17.6179i", + "67.383+17.6298i", + "68.5816+18.3136i", + "67.523+18.2863i", + "65.8652+17.9037i", + "64.0764+17.4473i", + "61.8081+16.8295i", + "59.0852+15.979i", + "56.3493+15.0282i", + "55.707+14.5911i", + "54.5091+14.1547i", + "53.9415+13.9297i", + "53.6452+13.8127i", + "54.1055+13.9337i", + "56.645+14.6271i", + "60.4255+15.7782i", + "63.559+16.7441i", + "65.6119+17.1115i", + "65.7637+16.9456i", + "65.4917+16.75i", + "65.2335+16.6056i", + "64.9311+16.5852i", + "64.7079+16.638i", + "64.5812+16.6319i", + "64.6496+16.8013i", + "65.0956+17.1308i", + "66.9914+18.0024i", + "66.622+18.1109i", + "65.2379+17.7491i", + "64.0144+17.4165i", + "62.3359+16.9091i", + "60.0829+16.1502i", + "57.6185+15.2707i", + "57.5809+14.938i", + "56.6506+14.57i", + "56.0485+14.3349i", + "56.179+14.3736i", + "56.64+14.4988i", + "57.8169+14.8505i", + "61.0432+15.958i", + "63.7392+16.8592i", + "63.9612+16.8108i", + "63.334+16.498i", + "62.7771+16.2361i", + "62.6335+16.1652i", + "62.405+16.0727i", + "62.6612+16.1938i", + "63.1148+16.426i", + "62.9935+16.4558i", + "64.1087+16.9667i", + "65.958+17.8124i", + "65.7324+17.8509i", + "64.7653+17.5324i", + "63.7957+17.2025i", + "62.6127+16.7855i", + "60.9385+16.1943i", + "59.1171+15.5092i", + "56.5362+14.7651i", + "55.6598+14.4087i", + "54.9943+14.1381i", + "54.618+13.9851i", + "54.5608+13.9619i", + "54.9861+14.1348i", + "55.9351+14.5206i", + "56.5617+14.7754i", + "56.6704+14.8196i", + "56.3182+14.6764i", + "55.687+14.4198i", + "55.139+14.197i", + "55.3795+14.2947i", + "55.7876+14.4607i", + "55.9197+14.5144i", + "56.5212+14.759i", + "58.0221+15.3692i", + "60.3989+16.3356i", + "61.0153+16.5862i", + "60.7586+16.4819i", + "60.157+16.2373i", + "59.4436+15.9472i", + "58.2668+15.4687i", + "56.8384+14.8879i", + "54.91+14.2891i", + "54.7196+14.2117i", + "54.1211+13.9684i", + "53.7502+13.8176i", + "53.7254+13.8075i", + "53.9467+13.8975i", + "54.6146+14.169i", + "54.8281+14.2558i", + "54.8246+14.2544i", + "54.514+14.1281i", + "53.936+13.8931i", + "53.5483+13.7355i", + "53.6181+13.7639i", + "53.8509+13.8585i", + "54.5326+14.1357i", + "55.2933+14.445i", + "56.7714+15.046i", + "59.5139+16.1611i", + "60.3138+16.4863i", + "59.8922+16.3149i", + "59.1747+16.0232i", + "58.4963+15.7473i", + "57.1518+15.2007i", + "55.3396+14.4638i", + "56.0305+14.3646i", + "55.4414+14.1417i", + "55.0504+13.9842i", + "54.8197+13.8897i", + "55.3872+14.0818i", + "56.9324+14.6186i", + "59.4703+15.5094i", + "61.6976+16.276i", + "62.5459+16.4336i", + "62.6966+16.3564i", + "62.557+16.2167i", + "62.0528+15.997i", + "62.0701+16.023i", + "62.2731+16.1058i", + "62.9527+16.3798i", + "63.3972+16.6037i", + "64.0607+16.9367i", + "66.0943+17.8607i", + "66.2473+18.0706i", + "65.239+17.7623i", + "64.2262+17.4294i", + "62.9047+16.9924i", + "60.95+16.2808i", + "58.7512+15.4356i", + "57.4652+14.8785i", + "56.6917+14.5668i", + "56.1994+14.357i", + "56.0586+14.2687i", + "56.7218+14.445i", + "58.7083+15.0587i", + "61.9203+16.0802i", + "64.5042+16.8662i", + "65.42+17.0525i", + "65.0515+16.8218i", + "65.1721+16.82i", + "65.2539+16.8497i", + "65.3608+16.9008i", + "65.7353+17.0697i", + "66.0039+17.2431i", + "66.0212+17.336i", + "66.4187+17.6142i", + "68.2273+18.4575i", + "68.0179+18.5306i", + "67.1629+18.2839i", + "66.1142+17.933i", + "64.537+17.3834i", + "62.4012+16.6343i", + "60.1539+15.7928i", + "60.1124+15.4164i", + "58.5697+14.9127i", + "57.7263+14.6213i", + "57.3846+14.4779i", + "58.3997+14.7217i", + "61.0021+15.38i", + "64.6873+16.4739i", + "65.3541+16.9649i", + "66.1499+17.3302i", + "66.0777+17.3807i", + "65.7568+17.3186i", + "64.8743+17.1466i", + "64.467+17.0327i", + "63.8725+16.9514i", + "63.2638+16.8297i", + "62.6342+16.7603i", + "64.7398+17.2839i", + "69.7695+18.6427i", + "69.5496+18.6958i", + "68.1256+18.3341i", + "67.1506+18.0341i", + "65.8116+17.603i", + "63.7618+16.8962i", + "61.4063+16.0533i", + "55.1882+14.6874i", + "54.0788+14.2547i", + "53.69+14.0878i", + "53.435+13.9346i", + "53.7729+13.9639i", + "55.1995+14.2829i", + "57.4497+14.8418i", + "58.6202+15.1731i", + "60.7871+15.792i", + "62.4888+16.2512i", + "63.7428+16.5814i", + "63.9552+16.6627i", + "64.1772+16.829i", + "63.7895+16.7319i", + "63.0509+16.4585i", + "62.315+16.2509i", + "62.8673+16.4167i", + "64.3652+16.9203i", + "63.0197+16.6226i", + "61.6854+16.3002i", + "60.7342+16.1205i", + "59.582+15.8826i", + "57.8209+15.4121i", + "56.5077+15.0275i", + "57.8297+14.9811i", + "57.0268+14.6546i", + "56.4888+14.4359i", + "56.1823+14.3113i", + "56.2583+14.3421i", + "56.8838+14.5965i", + "58.0346+15.0644i", + "58.6142+15.3001i", + "59.0363+15.4717i", + "58.455+15.2353i", + "57.6529+14.9092i", + "57.7122+14.9333i", + "57.3349+14.7799i", + "57.4773+14.8378i", + "58.267+15.1589i", + "58.4533+15.2346i", + "59.9187+15.8305i", + "62.8874+17.0375i", + "63.6336+17.341i", + "63.3411+17.222i", + "62.9564+17.0656i", + "62.5322+16.8931i", + "61.0667+16.2972i", + "59.6236+15.7105i", + "59.2645+15.3299i", + "58.5575+15.0424i", + "57.9188+14.7827i", + "57.5754+14.6431i", + "57.5843+14.6467i", + "57.9716+14.8042i", + "58.7434+15.118i", + "59.1075+15.2661i", + "59.3827+15.378i", + "59.981+15.6212i", + "60.6372+15.888i", + "60.2048+15.7122i", + "60.3255+15.7613i", + "60.9657+16.0216i", + "61.2304+16.1292i", + "61.6895+16.3159i", + "62.5591+16.6695i", + "64.4803+17.4506i", + "64.8561+17.6034i", + "64.4148+17.424i", + "63.7574+17.1567i", + "63.1657+16.9161i", + "61.9459+16.4202i", + "60.3233+15.7604i", + "57.9676+15.0547i", + "56.9535+14.6427i", + "56.5174+14.4653i", + "56.0798+14.2873i", + "55.8498+14.1931i", + "55.9934+14.2499i", + "56.7188+14.5399i", + "57.2864+14.7678i", + "57.7783+14.9642i", + "58.1796+15.1232i", + "58.3543+15.1922i", + "58.4176+15.2183i", + "58.3919+15.2086i", + "58.4475+15.2313i", + "58.772+15.3639i", + "59.452+15.6432i", + "60.7204+16.1608i", + "63.0215+17.098i", + "63.8265+17.4279i", + "63.5467+17.3162i", + "62.9747+17.0853i", + "62.0657+16.7176i", + "60.4675+16.0693i", + "58.4341+15.2434i", + "55.5183+14.448i", + "54.7595+14.2024i", + "54.2052+13.9911i", + "53.9167+13.8711i", + "54.7678+14.126i", + "57.3281+14.8373i", + "61.4456+16.0099i", + "65.308+17.1836i", + "67.1633+17.5146i", + "67.9481+17.5439i", + "67.6437+17.3057i", + "67.5399+17.2115i", + "67.349+17.1902i", + "67.5503+17.3479i", + "66.8199+17.2378i", + "67.0946+17.4752i", + "67.8208+17.8339i", + "69.6837+18.6999i", + "69.1541+18.7739i", + "67.739+18.4336i", + "66.2489+18.0173i", + "64.1726+17.4295i", + "61.4182+16.5513i", + "58.4723+15.5153i", + "57.9725+15.0898i", + "57.2006+14.791i", + "56.5496+14.5226i", + "56.1637+14.3272i", + "56.6894+14.4369i", + "58.883+15.0718i", + "62.8315+16.2784i", + "66.7239+17.479i", + "68.2601+17.7906i", + "68.4998+17.7918i", + "68.5329+17.7224i", + "68.2144+17.6122i", + "67.7187+17.4545i", + "68.1896+17.6635i", + "68.0719+17.7072i", + "67.8577+17.7521i", + "67.8495+17.8983i", + "69.4211+18.6953i", + "69.0642+18.7777i", + "68.0945+18.5396i", + "66.8754+18.1678i", + "65.206+17.6266i", + "62.7348+16.7509i", + "60.0861+15.7829i", + "55.7621+14.6927i", + "54.6956+14.3171i", + "53.876+14.0097i", + "53.5388+13.8643i", + "54.2678+14.0484i", + "57.3801+14.8202i", + "62.3242+16.15i", + "67.4245+17.5697i", + "71.1968+18.4085i", + "73.8307+19.0247i", + "74.4427+19.2172i", + "74.0808+19.1636i", + "74.4842+19.0677i", + "73.5876+18.7914i", + "72.9717+18.6748i", + "70.966+18.3171i", + "70.5408+18.3958i", + "71.3308+19.0416i", + "70.0081+18.9647i", + "68.3012+18.601i", + "66.3283+18.1071i", + "63.8865+17.4317i", + "60.7332+16.4438i", + "57.8229+15.4468i", + "57.2871+14.9675i", + "56.3133+14.6114i", + "55.6525+14.3395i", + "55.3571+14.2098i", + "55.7112+14.3022i", + "57.9345+14.9414i", + "61.7165+16.1144i", + "65.2327+17.2221i", + "66.8668+17.4757i", + "66.932+17.254i", + "66.8513+17.0729i", + "66.8783+17.0641i", + "66.571+16.9841i", + "67.0126+17.1869i", + "67.216+17.3486i", + "66.2544+17.2325i", + "66.8988+17.6128i", + "68.9306+18.5761i", + "68.5602+18.6394i", + "67.4933+18.3895i", + "66.2458+18.0385i", + "64.4694+17.4966i", + "62.0009+16.6603i", + "59.3878+15.7201i", + "59.7567+15.3888i", + "58.7322+14.983i", + "57.9838+14.6818i", + "57.6787+14.5467i", + "58.0002+14.6421i", + "59.4391+15.1631i", + "62.0996+16.1331i", + "64.6134+17.0601i", + "64.6347+16.9941i", + "63.9858+16.7193i", + "63.2621+16.4124i", + "62.8909+16.2636i", + "63.1384+16.3697i", + "64.2271+16.8194i", + "64.8459+17.0898i", + "64.9918+17.1868i", + "65.6359+17.487i", + "67.4947+18.2798i", + "67.545+18.3584i", + "66.8356+18.1061i", + "66.022+17.8068i", + "65.0095+17.4274i", + "63.5238+16.8622i", + "61.5448+16.0882i", + "58.0669+15.1395i", + "56.7799+14.6783i", + "56.2185+14.4785i", + "55.657+14.256i", + "55.524+14.1997i", + "56.1476+14.3943i", + "57.2462+14.733i", + "57.8828+15.0235i", + "59.0453+15.4217i", + "60.1949+15.7487i", + "61.2024+15.982i", + "61.6127+16.0805i", + "61.5898+16.1074i", + "61.4977+16.1183i", + "61.6599+16.1988i", + "62.1825+16.3922i", + "62.7521+16.5653i", + "65.6804+17.5578i", + "65.6065+17.6221i", + "64.5975+17.3418i", + "63.4306+16.9797i", + "62.1468+16.5859i", + "60.4068+16.0175i", + "58.6592+15.3937i", + "56.8263+14.8074i", + "55.8432+14.4085i", + "55.1291+14.1178i", + "54.6392+13.9181i", + "54.4525+13.8401i", + "54.7271+13.9415i", + "55.2866+14.155i", + "55.9849+14.4242i", + "56.4446+14.596i", + "56.8322+14.7448i", + "56.9573+14.7877i", + "56.8094+14.7305i", + "56.7343+14.7022i", + "56.6093+14.6519i", + "57.4408+14.9947i", + "57.5174+15.0375i", + "58.7916+15.5609i", + "61.7405+16.763i", + "62.7801+17.1957i", + "62.4902+17.0853i", + "62.0703+16.9202i", + "61.0929+16.5295i", + "59.4311+15.8593i", + "57.5197+15.0855i", + "55.5328+14.4876i", + "54.3429+14.0864i", + "53.8373+13.8784i", + "53.7196+13.8402i", + "54.278+13.993i", + "56.6984+14.663i", + "61.208+15.9928i", + "65.2607+17.2151i", + "66.8111+17.5034i", + "67.1478+17.4261i", + "67.1178+17.2253i", + "66.5228+16.9771i", + "65.8964+16.8099i", + "65.7408+16.7494i", + "65.5122+16.7986i", + "65.5878+16.9252i", + "66.6783+17.4305i", + "69.622+18.6292i", + "69.5145+18.8684i", + "68.4272+18.6215i", + "67.0013+18.2368i", + "64.9141+17.655i", + "61.8763+16.7084i", + "58.6876+15.6357i", + "59.0152+15.297i", + "58.494+15.0945i", + "57.9656+14.8663i", + "57.9969+14.8029i", + "58.6968+14.9788i", + "60.6584+15.5805i", + "63.8477+16.6056i", + "67.3619+17.7492i", + "67.9022+17.8309i", + "67.5437+17.6244i", + "67.1222+17.4065i", + "66.2828+17.0756i", + "65.7168+16.9101i", + "65.5647+16.8579i", + "66.0321+17.1108i", + "66.0988+17.2195i", + "66.7192+17.5586i", + "69.3363+18.6778i", + "69.4622+18.9003i", + "68.7425+18.7015i", + "67.8963+18.4383i", + "66.4372+17.9345i", + "64.1949+17.1273i", + "61.5563+16.1558i", + "58.3594+15.2328i", + "57.3679+14.8657i", + "56.9764+14.7214i", + "56.6232+14.5668i", + "57.114+14.7043i", + "59.0639+15.3332i", + "62.8547+16.4463i", + "66.905+17.7105i", + "68.5613+17.9436i", + "69.621+17.9864i", + "69.877+17.8933i", + "69.5581+17.7804i", + "69.3437+17.7817i", + "69.4144+17.8163i", + "69.7629+18.0035i", + "68.7675+17.8131i", + "68.9212+17.9958i", + "70.9258+19.0035i", + "70.4121+19.0891i", + "69.1112+18.7951i", + "67.7104+18.4199i", + "65.5898+17.7983i", + "62.9193+16.9024i", + "60.2415+15.927i", + "59.1669+15.3785i", + "58.0933+14.9852i", + "57.3424+14.6671i", + "57.1831+14.5757i", + "57.7608+14.7224i", + "59.5187+15.2769i", + "63.0013+16.4101i", + "65.8546+17.4433i", + "66.1665+17.4997i", + "65.9198+17.2732i", + "65.5687+17.0409i", + "64.6591+16.6608i", + "64.2206+16.4975i", + "64.3002+16.545i", + "64.9271+16.8458i", + "65.4958+17.0843i", + "66.6135+17.5423i", + "69.0294+18.5255i", + "68.9861+18.6902i", + "67.8796+18.3938i", + "66.8976+18.1026i", + "65.4763+17.642i", + "63.1773+16.8336i", + "60.5952+15.888i", + "57.4703+14.9939i", + "56.5697+14.6439i", + "55.9026+14.3541i", + "55.7584+14.2296i", + "56.6054+14.4371i", + "58.6762+15.0032i", + "62.2396+16.1457i", + "65.5729+17.2139i", + "65.9636+17.2409i", + "65.7837+17.1264i", + "65.4959+16.9479i", + "65.4816+16.9303i", + "65.432+16.9076i", + "65.4564+16.9181i", + "65.6262+17.0533i", + "65.5596+17.1164i", + "66.259+17.4773i", + "68.3254+18.4157i", + "67.9748+18.4628i", + "67.0135+18.1571i", + "65.8847+17.7958i", + "64.5225+17.3647i", + "62.409+16.6686i", + "60.0879+15.8363i", + "58.2336+15.1522i", + "57.1474+14.7122i", + "56.2765+14.3573i", + "56.0708+14.2712i", + "56.1689+14.3033i", + "56.6704+14.4923i", + "57.784+14.9255i", + "58.9092+15.3671i", + "59.6921+15.6762i", + "59.4513+15.5757i", + "59.2382+15.4851i", + "58.6722+15.2559i", + "58.2504+15.0874i", + "58.2454+15.0866i", + "58.3512+15.1341i", + "59.2398+15.5022i", + "60.08+15.8487i", + "62.9736+17.03i", + "63.6399+17.3118i", + "63.1657+17.126i", + "62.6217+16.9108i", + "61.9971+16.6629i", + "60.8908+16.2221i", + "59.1696+15.5299i", + "57.3377+14.9443i", + "56.4065+14.5657i", + "55.6485+14.2575i", + "55.5477+14.2165i", + "55.4974+14.196i", + "55.8002+14.3191i", + "56.4796+14.5954i", + "57.1972+14.8871i", + "57.0021+14.8078i", + "56.1938+14.4792i", + "55.7067+14.2811i", + "55.4089+14.1601i", + "55.108+14.0377i", + "55.2259+14.0856i", + "55.714+14.2841i", + "56.36+14.5468i", + "58.4738+15.4062i", + "62.1224+16.8897i", + "63.5958+17.4888i", + "63.6041+17.4922i", + "63.4066+17.4119i", + "62.6208+17.0924i", + "61.0565+16.4563i", + "59.0294+15.6321i", + "59.19+15.3203i", + "58.3074+14.9746i", + "57.7909+14.7606i", + "57.7261+14.7227i", + "58.1784+14.8663i", + "60.2134+15.5528i", + "63.9814+16.8202i", + "67.8276+18.0811i", + "68.9548+18.1969i", + "68.2913+17.7372i", + "67.4679+17.2697i", + "66.2296+16.8095i", + "65.1885+16.4812i", + "64.9773+16.4383i", + "65.0613+16.5568i", + "65.8591+16.9537i", + "67.2325+17.6172i", + "70.2678+18.9598i", + "70.7435+19.3818i", + "69.95+19.2066i", + "68.9537+18.9208i", + "67.447+18.4442i", + "64.9971+17.57i", + "62.3974+16.5896i", + "61.2652+15.9704i", + "60.3751+15.6062i", + "59.6913+15.3144i", + "59.4947+15.2007i", + "60.2544+15.3913i", + "62.5482+16.0923i", + "66.3372+17.3345i", + "69.8078+18.4907i", + "70.3256+18.5492i", + "69.7631+18.2321i", + "69.0959+17.8544i", + "68.1186+17.466i", + "67.2252+17.1389i", + "67.4447+17.2371i", + "67.6615+17.3923i", + "68.0108+17.6088i", + "68.8241+18.0358i", + "71.3958+19.1767i", + "71.7562+19.5248i", + "71.0764+19.3592i", + "70.1257+19.0851i", + "68.6281+18.6019i", + "66.1837+17.7465i", + "63.4462+16.7336i", + "60.0068+15.744i", + "58.6397+15.2443i", + "57.9633+14.9761i", + "57.769+14.8813i", + "58.5002+15.0797i", + "60.6807+15.7523i", + "65.4313+17.1335i", + "70.0327+18.4816i", + "72.252+18.8944i", + "73.4187+19.0441i", + "73.2987+18.866i", + "71.8576+18.4243i", + "71.062+18.117i", + "70.4507+17.9303i", + "70.1895+17.9203i", + "70.1238+18.0243i", + "70.5089+18.3448i", + "72.5337+19.3613i", + "72.4041+19.6341i", + "70.8936+19.3088i", + "69.4911+18.9696i", + "67.5488+18.3979i", + "65.1383+17.606i", + "62.2749+16.5763i", + "61.9711+16.1532i", + "61.0742+15.8066i", + "60.3842+15.529i", + "60.1251+15.4149i", + "60.6477+15.5868i", + "61.9395+16i", + "65.1964+17.119i", + "68.5918+18.2683i", + "69.517+18.4013i", + "68.8379+17.9751i", + "67.6003+17.4398i", + "66.45+17.0259i", + "65.4005+16.6696i", + "65.1751+16.6127i", + "65.3836+16.7345i", + "66.0559+17.0706i", + "66.8545+17.4465i", + "69.9969+18.7974i", + "70.4606+19.1248i", + "69.8567+18.9839i", + "69.0169+18.7349i", + "67.7397+18.3109i", + "65.8014+17.6217i", + "63.4417+16.7219i", + "62.7054+16.1815i", + "61.684+15.7662i", + "60.9681+15.4751i", + "60.6406+15.342i", + "60.9373+15.4626i", + "62.0788+15.9268i", + "64.3601+16.8543i", + "66.7433+17.8233i", + "66.4691+17.7118i", + "65.3587+17.2604i", + "64.229+16.801i", + "63.1749+16.3724i", + "62.8437+16.2377i", + "62.9996+16.3011i", + "63.661+16.5701i", + "63.985+16.7018i", + "65.4126+17.2822i", + "68.1552+18.3974i", + "68.8148+18.6656i", + "68.283+18.4494i", + "67.6263+18.1823i", + "66.9516+17.908i", + "65.6695+17.3867i", + "63.8501+16.6469i", + "60.3105+15.6938i", + "59.1765+15.2327i", + "58.4348+14.9311i", + "57.9684+14.7415i", + "57.894+14.7112i", + "58.3594+14.9004i", + "59.4066+15.3262i", + "60.5566+15.7938i", + "61.2985+16.0955i", + "61.5888+16.2135i", + "61.2591+16.0795i", + "60.6354+15.8259i", + "60.1577+15.6316i", + "59.802+15.487i", + "60.1112+15.6127i", + "60.7921+15.8896i", + "61.7638+16.2847i", + "64.6157+17.4442i", + "65.36+17.7469i", + "65.0077+17.6036i", + "64.5335+17.4108i", + "63.8659+17.1394i", + "62.8013+16.7065i", + "61.152+16.0359i", + "58.4729+15.2424i", + "57.3355+14.7918i", + "56.5195+14.47i", + "56.0207+14.2755i", + "55.9377+14.2226i", + "56.4225+14.3864i", + "57.4861+14.7285i", + "58.7097+15.1679i", + "59.67+15.5261i", + "60.1483+15.6923i", + "60.3521+15.7436i", + "60.3709+15.747i", + "59.8885+15.5551i", + "59.9718+15.5849i", + "60.1503+15.6763i", + "60.5472+15.8514i", + "61.5162+16.2381i", + "64.229+17.3231i", + "65.024+17.6675i", + "64.6338+17.5576i", + "64.0593+17.3553i", + "63.2041+17.0399i", + "61.647+16.4716i", + "59.528+15.6671i", + "59.2592+15.2739i", + "58.0209+14.8318i", + "57.451+14.5883i", + "57.369+14.5256i", + "58.481+14.8287i", + "60.4335+15.3878i", + "63.5798+16.3237i", + "66.4595+17.2252i", + "69.0453+17.9955i", + "70.6356+18.4179i", + "71.2153+18.5427i", + "70.5142+18.3012i", + "69.053+17.943i", + "67.7274+17.6433i", + "66.8132+17.4847i", + "66.2679+17.4327i", + "66.6822+17.6414i", + "69.356+18.6341i", + "69.5341+18.9133i", + "68.4899+18.6372i", + "67.5636+18.3677i", + "66.2548+17.9629i", + "64.2108+17.2815i", + "61.8417+16.4136i", + "59.0136+15.5219i", + "57.4196+14.943i", + "56.4675+14.6024i", + "56.6523+14.6101i", + "57.1365+14.6927i", + "59.4918+15.2419i", + "62.4099+16.0708i", + "62.8306+16.4955i", + "62.0353+16.4881i", + "61.3181+16.2367i", + "60.1736+15.8266i", + "59.9087+15.7429i", + "59.3663+15.5269i", + "59.5363+15.6312i", + "59.5214+15.6765i", + "60.1497+15.8453i", + "62.7709+16.4776i", + "68.024+17.9453i", + "67.7148+17.9799i", + "66.241+17.5221i", + "65.1295+17.1693i", + "63.8988+16.8451i", + "61.987+16.3451i", + "60.0394+15.7261i", + "57.5362+15.0156i", + "56.6276+14.6461i", + "56.2276+14.4835i", + "55.7438+14.2868i", + "55.5584+14.2114i", + "55.9049+14.3523i", + "56.5894+14.6306i", + "57.3313+14.9323i", + "57.6359+15.0561i", + "57.0843+14.8319i", + "56.9694+14.7851i", + "56.8787+14.7482i", + "56.9817+14.7901i", + "57.2258+14.8894i", + "57.6669+15.0687i", + "57.5182+15.0083i", + "58.5196+15.4154i", + "61.0234+16.4335i", + "61.5641+16.6533i", + "61.3788+16.578i", + "61.2036+16.5067i", + "60.7778+16.3336i", + "59.7744+15.9256i", + "58.3853+15.3608i", + "56.9594+14.794i", + "55.9871+14.4172i", + "55.7722+14.3355i", + "55.6682+14.2782i", + "56.3294+14.4545i", + "57.833+14.8509i", + "60.6963+15.7037i", + "64.0934+16.716i", + "66.5275+17.3201i", + "67.7052+17.5652i", + "67.6545+17.4096i", + "67.4519+17.335i", + "66.2539+16.989i", + "65.999+16.9365i", + "65.6802+16.9279i", + "65.6614+17.0351i", + "66.4103+17.4389i", + "69.0507+18.5081i", + "69.4643+18.9i", + "68.3447+18.6467i", + "67.3436+18.3611i", + "65.7529+17.9199i", + "63.47+17.1926i", + "60.9051+16.2739i", + "61.6613+16.0134i", + "60.4928+15.5383i", + "60.2618+15.4444i", + "59.9247+15.3073i", + "59.7672+15.2433i", + "60.4393+15.5166i", + "62.2531+16.254i", + "63.9295+16.9357i", + "63.9953+16.9624i", + "63.1707+16.6271i", + "62.0266+16.162i", + "60.8261+15.6738i", + "60.3531+15.4815i", + "60.4638+15.5265i", + "60.3717+15.4891i", + "61.0638+15.7705i", + "63.0139+16.5634i", + "65.9275+17.748i", + "67.3606+18.3308i", + "67.1636+18.2507i", + "66.7438+18.0799i", + "66.0343+17.7915i", + "64.7805+17.2817i", + "62.9682+16.5448i", + "59.3582+15.5714i", + "58.27+15.1289i", + "57.5395+14.8319i", + "57.1674+14.6806i", + "57.1283+14.6647i", + "57.5945+14.8543i", + "58.6764+15.2942i", + "59.7007+15.7107i", + "59.758+15.7339i", + "58.8448+15.3626i", + "57.7444+14.9152i", + "57.2573+14.7172i", + "56.6907+14.4868i", + "56.4296+14.3806i", + "56.5668+14.4364i", + "57.3148+14.7406i", + "59.01+15.4298i", + "62.2711+16.7558i", + "63.8114+17.3821i", + "63.7309+17.3493i", + "63.4003+17.2149i", + "62.8257+16.9813i", + "61.6682+16.5106i", + "60.0888+15.8684i", + "58.6037+15.283i", + "57.5192+14.842i", + "56.82+14.5578i", + "56.4421+14.4041i", + "56.3664+14.3733i", + "56.6343+14.4823i", + "57.4052+14.7957i", + "58.1644+15.1044i", + "58.3489+15.1794i", + "58.1701+15.1067i", + "57.8697+14.9846i", + "57.3144+14.7588i", + "57.7755+14.9463i", + "57.7037+14.9171i", + "58.2934+15.1568i", + "58.947+15.4226i", + "60.1572+15.9147i", + "63.0034+17.0719i", + "64.0413+17.4939i", + "63.8707+17.4245i", + "63.3314+17.2053i", + "62.5778+16.8988i", + "61.1464+16.3168i", + "59.2875+15.561i", + "57.5206+14.9154i", + "56.4175+14.499i", + "55.87+14.2648i", + "55.6358+14.1675i", + "56.1837+14.3015i", + "57.739+14.7786i", + "60.5777+15.6977i", + "63.4313+16.6262i", + "65.236+17.0852i", + "65.9376+17.1852i", + "65.5228+16.9464i", + "64.7503+16.6779i", + "63.8483+16.4194i", + "63.1046+16.2119i", + "62.551+16.118i", + "62.5054+16.2618i", + "63.4124+16.7158i", + "66.3307+17.8702i", + "67.1554+18.3512i", + "66.43+18.157i", + "65.5902+17.8794i", + "64.275+17.441i", + "62.2579+16.7418i", + "59.9791+15.8867i", + "58.083+15.1752i", + "57.0293+14.7572i", + "56.3481+14.4765i", + "56.0342+14.3481i", + "56.2337+14.4003i", + "57.2901+14.7793i", + "59.1989+15.4789i", + "60.9138+16.1007i", + "61.4368+16.2239i", + "60.7755+15.8947i", + "60.2518+15.6589i", + "59.7641+15.4755i", + "58.9312+15.172i", + "58.7202+15.1171i", + "58.8988+15.2325i", + "58.9579+15.3094i", + "60.0177+15.768i", + "62.8359+16.9034i", + "63.995+17.4221i", + "63.0283+17.0619i", + "61.9326+16.6372i", + "60.8312+16.2207i", + "59.7276+15.8114i", + "58.8296+15.4695i" + ] + ], + "shape": { + "columns": 8760, + "rows": 5 + } + }, + "text/html": [ + "
\n", + "shape: (5, 8_760)
column_1column_2column_3column_4column_5column_6column_7column_8column_9column_10column_11column_12column_13column_14column_15column_16column_17column_18column_19column_20column_21column_22column_23column_24column_25column_26column_27column_28column_29column_30column_31column_32column_33column_34column_35column_36column_37…column_8724column_8725column_8726column_8727column_8728column_8729column_8730column_8731column_8732column_8733column_8734column_8735column_8736column_8737column_8738column_8739column_8740column_8741column_8742column_8743column_8744column_8745column_8746column_8747column_8748column_8749column_8750column_8751column_8752column_8753column_8754column_8755column_8756column_8757column_8758column_8759column_8760
strstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstr…strstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstr
"26.1354+7.4724i""25.2687+7.1414i""24.5124+6.8526i""24.0601+6.6799i""23.8858+6.6133i""24.2236+6.7423i""24.9537+7.0211i""25.4077+7.1945i""24.9935+7.0363i""24.1981+6.7326i""23.5666+6.4914i""22.8949+6.2349i""22.2662+5.9948i""22.0924+5.9284i""22.4746+6.0744i""23.4559+6.4491i""25.3607+7.1765i""28.9068+8.5307i""31.151+9.3878i""31.0637+9.3544i""30.813+9.2587i""30.0811+8.9792i""28.6121+8.4182i""26.8346+7.7394i""25.4202+7.1469i""24.5794+6.8342i""24.0069+6.6193i""23.923+6.5762i""24.3761+6.7218i""25.7729+7.1867i""27.8862+7.8795i""30.0521+8.5988i""30.3499+8.6509i""29.4338+8.2739i""28.2976+7.8217i""27.396+7.4821i""26.6115+7.1945i"…"28.1287+7.7937i""27.6338+7.6378i""27.2477+7.5193i""27.1995+7.541i""27.7932+7.8173i""29.0565+8.3258i""31.9131+9.4068i""33.3311+9.9929i""32.987+9.8923i""32.3804+9.6801i""31.416+9.3413i""29.8308+8.7729i""27.7829+8.0126i""26.079+7.3801i""25.043+6.9876i""24.3317+6.7148i""24.0081+6.591i""24.0979+6.6165i""24.9785+6.9374i""26.628+7.5439i""28.0836+8.0767i""28.2653+8.1188i""27.3513+7.7513i""26.7258+7.5054i""26.2857+7.3419i""25.5732+7.0806i""25.4794+7.0542i""25.8306+7.2014i""26.0994+7.3202i""27.2923+7.7842i""30.1321+8.8655i""31.5043+9.404i""30.6455+9.0861i""29.6073+8.696i""28.6051+8.3228i""27.6322+7.9633i""26.8059+7.6548i"
"6.247+1.2666i""6.2149+1.2524i""6.1868+1.2399i""6.1701+1.2325i""6.1636+1.2296i""6.1761+1.2351i""6.2032+1.2472i""6.22+1.2546i""6.2047+1.2478i""6.1752+1.2347i""6.1517+1.2243i""6.1268+1.2133i""6.1035+1.2029i""6.0971+1.2i""6.1112+1.2063i""6.1476+1.2225i""6.2183+1.2539i""6.3498+1.3123i""6.4331+1.3492i""6.4298+1.3478i""6.4205+1.3437i""6.3934+1.3316i""6.3389+1.3074i""6.273+1.2781i""6.3307+1.2723i""6.2817+1.2556i""6.2526+1.245i""6.273+1.2473i""6.3474+1.2639i""6.5434+1.3098i""6.8622+1.3826i""7.1693+1.4542i""7.3101+1.4797i""7.3333+1.4737i""7.3295+1.461i""7.2863+1.4446i""7.2318+1.4277i"…"7.2466+1.4461i""7.1586+1.4269i""7.0833+1.4109i""6.9971+1.3968i""6.9148+1.39i""6.9069+1.4021i""7.0336+1.4524i""6.9925+1.461i""6.915+1.445i""6.8514+1.4285i""6.7537+1.4028i""6.6171+1.3644i""6.4953+1.3234i""6.3939+1.2893i""6.3487+1.2712i""6.3247+1.2598i""6.3132+1.2546i""6.3351+1.259i""6.4003+1.2787i""6.5106+1.3136i""6.6131+1.3453i""6.6774+1.3574i""6.6823+1.3485i""6.6738+1.3405i""6.6479+1.3317i""6.5988+1.3164i""6.5755+1.3117i""6.561+1.3131i""6.537+1.3122i""6.5634+1.329i""6.6755+1.3768i""6.6959+1.3946i""6.643+1.3771i""6.5911+1.3579i""6.5337+1.3382i""6.4723+1.3182i""6.4267+1.3022i"
"0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i"…"0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i""0+0i"
"9.6657+3.4596i""9.1037+3.2307i""8.6134+3.0309i""8.3201+2.9114i""8.2071+2.8654i""8.4262+2.9546i""8.8995+3.1475i""9.1939+3.2674i""8.9253+3.158i""8.4096+2.9479i""8.0001+2.781i""7.5646+2.6036i""7.157+2.4375i""7.0443+2.3916i""7.2921+2.4926i""7.9284+2.7518i""9.1634+3.255i""11.4626+4.1917i""12.9177+4.7846i""12.8611+4.7615i""12.6985+4.6953i""12.224+4.5019i""11.2715+4.1139i""10.119+3.6443i""9.05+3.1988i""8.5293+2.9883i""8.169+2.8421i""8.0822+2.8047i""8.2965+2.8868i""9.0032+3.1616i""10.0419+3.563i""11.1334+3.9872i""11.1475+3.9811i""10.4747+3.7018i""9.6851+3.3767i""9.114+3.1449i""8.6403+2.9542i"…"9.6813+3.3821i""9.4565+3.2968i""9.2902+3.2346i""9.3754+3.2769i""9.9042+3.5018i""10.7989+3.8713i""12.6225+4.6124i""13.6712+5.0482i""13.5374+4.9995i""13.2007+4.8661i""12.6609+4.6518i""11.7403+4.2837i""10.4758+3.7727i""9.4237+3.3475i""8.7613+3.0782i""8.2967+2.8888i""8.0863+2.803i""8.1189+2.8146i""8.645+3.026i""9.6467+3.4296i""10.5235+3.7825i""10.562+3.793i""9.9159+3.5262i""9.4901+3.3514i""9.2179+3.2413i""8.7872+3.0679i""8.7538+3.0561i""9.0193+3.1668i""9.2405+3.26i""10.0386+3.5867i""11.8705+4.3325i""12.8023+4.7149i""12.2746+4.5018i""11.6199+4.2363i""10.9979+3.9847i""10.4019+3.7442i""9.8868+3.5357i"
"57.2443+15.0658i""56.3965+14.7211i""55.6568+14.4203i""55.2144+14.2404i""55.0439+14.1711i""55.3743+14.3055i""56.0885+14.5958i""56.5326+14.7764i""56.1274+14.6116i""55.3494+14.2953i""54.7316+14.0441i""54.0746+13.777i""53.4597+13.527i""53.2897+13.4578i""53.6635+13.6098i""54.6234+14.0001i""56.4866+14.7577i""59.9552+16.168i""62.1504+17.0606i""62.0649+17.0258i""61.8197+16.9261i""61.1038+16.6351i""59.6669+16.0508i""57.9283+15.3439i""57.2062+14.8789i""56.277+14.5287i""55.6698+14.2941i""55.7288+14.2815i""56.5176+14.5127i""58.7497+15.1959i""62.2598+16.2491i""65.7396+17.3113i""66.81+17.5446i""66.2567+17.2308i""65.3754+16.8128i""64.4349+16.4456i""63.5153+16.1112i"…"64.7503+16.6779i""63.8483+16.4194i""63.1046+16.2119i""62.551+16.118i""62.5054+16.2618i""63.4124+16.7158i""66.3307+17.8702i""67.1554+18.3512i""66.43+18.157i""65.5902+17.8794i""64.275+17.441i""62.2579+16.7418i""59.9791+15.8867i""58.083+15.1752i""57.0293+14.7572i""56.3481+14.4765i""56.0342+14.3481i""56.2337+14.4003i""57.2901+14.7793i""59.1989+15.4789i""60.9138+16.1007i""61.4368+16.2239i""60.7755+15.8947i""60.2518+15.6589i""59.7641+15.4755i""58.9312+15.172i""58.7202+15.1171i""58.8988+15.2325i""58.9579+15.3094i""60.0177+15.768i""62.8359+16.9034i""63.995+17.4221i""63.0283+17.0619i""61.9326+16.6372i""60.8312+16.2207i""59.7276+15.8114i""58.8296+15.4695i"
" + ], + "text/plain": [ + "shape: (5, 8_760)\n", + "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", + "│ column_1 ┆ column_2 ┆ column_3 ┆ column_4 ┆ … ┆ column_87 ┆ column_87 ┆ column_87 ┆ column_8 │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ 57 ┆ 58 ┆ 59 ┆ 760 │\n", + "│ str ┆ str ┆ str ┆ str ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ ┆ ┆ ┆ ┆ ┆ str ┆ str ┆ str ┆ str │\n", + "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", + "│ 26.1354+7 ┆ 25.2687+7 ┆ 24.5124+6 ┆ 24.0601+6 ┆ … ┆ 29.6073+8 ┆ 28.6051+8 ┆ 27.6322+7 ┆ 26.8059+ │\n", + "│ .4724i ┆ .1414i ┆ .8526i ┆ .6799i ┆ ┆ .696i ┆ .3228i ┆ .9633i ┆ 7.6548i │\n", + "│ 6.247+1.2 ┆ 6.2149+1. ┆ 6.1868+1. ┆ 6.1701+1. ┆ … ┆ 6.5911+1. ┆ 6.5337+1. ┆ 6.4723+1. ┆ 6.4267+1 │\n", + "│ 666i ┆ 2524i ┆ 2399i ┆ 2325i ┆ ┆ 3579i ┆ 3382i ┆ 3182i ┆ .3022i │\n", + "│ 0+0i ┆ 0+0i ┆ 0+0i ┆ 0+0i ┆ … ┆ 0+0i ┆ 0+0i ┆ 0+0i ┆ 0+0i │\n", + "│ 9.6657+3. ┆ 9.1037+3. ┆ 8.6134+3. ┆ 8.3201+2. ┆ … ┆ 11.6199+4 ┆ 10.9979+3 ┆ 10.4019+3 ┆ 9.8868+3 │\n", + "│ 4596i ┆ 2307i ┆ 0309i ┆ 9114i ┆ ┆ .2363i ┆ .9847i ┆ .7442i ┆ .5357i │\n", + "│ 57.2443+1 ┆ 56.3965+1 ┆ 55.6568+1 ┆ 55.2144+1 ┆ … ┆ 61.9326+1 ┆ 60.8312+1 ┆ 59.7276+1 ┆ 58.8296+ │\n", + "│ 5.0658i ┆ 4.7211i ┆ 4.4203i ┆ 4.2404i ┆ ┆ 6.6372i ┆ 6.2207i ┆ 5.8114i ┆ 15.4695i │\n", + "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# read dataframe\n", + "df = pl.scan_csv(snakemake.input[0], has_header=False)\n", + "df.head().collect()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "13a4f73b", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "bus", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "hour", + "rawType": "int32", + "type": "integer" + }, + { + "name": "load", + "rawType": "object", + "type": "string" + } + ], + "ref": "c298a72a-8634-4897-b2d6-f56e1cc6fe48", + "rows": [ + [ + "0", + "0", + "1", + "26.1354+7.4724i" + ], + [ + "1", + "0", + "2", + "25.2687+7.1414i" + ], + [ + "2", + "0", + "3", + "24.5124+6.8526i" + ], + [ + "3", + "0", + "4", + "24.0601+6.6799i" + ], + [ + "4", + "0", + "5", + "23.8858+6.6133i" + ] + ], + "shape": { + "columns": 3, + "rows": 5 + } + }, + "text/html": [ + "
\n", + "shape: (5, 3)
bushourload
u32i32str
01"26.1354+7.4724i"
02"25.2687+7.1414i"
03"24.5124+6.8526i"
04"24.0601+6.6799i"
05"23.8858+6.6133i"
" + ], + "text/plain": [ + "shape: (5, 3)\n", + "┌─────┬──────┬─────────────────┐\n", + "│ bus ┆ hour ┆ load │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i32 ┆ str │\n", + "╞═════╪══════╪═════════════════╡\n", + "│ 0 ┆ 1 ┆ 26.1354+7.4724i │\n", + "│ 0 ┆ 2 ┆ 25.2687+7.1414i │\n", + "│ 0 ┆ 3 ┆ 24.5124+6.8526i │\n", + "│ 0 ┆ 4 ┆ 24.0601+6.6799i │\n", + "│ 0 ┆ 5 ┆ 23.8858+6.6133i │\n", + "└─────┴──────┴─────────────────┘" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# unpivot\n", + "df2 = (\n", + " df.with_row_index(name=\"bus\", offset=1)\n", + " .unpivot(index=\"bus\", value_name=\"load\", variable_name=\"hour\")\n", + " .with_columns(pl.col(\"hour\").str.strip_prefix(\"column_\").cast(pl.Int32))\n", + " .sort(\"bus\", \"hour\")\n", + " # cache result since .unpivot cannot be streamed yet https://github.com/pola-rs/polars/issues/20947\n", + " .collect()\n", + " .lazy()\n", + ")\n", + "df2.head().collect()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "de4b6b34", + "metadata": {}, + "outputs": [], + "source": [ + "if DEBUG:\n", + " issues = df2.filter(~pl.col(\"load\").str.ends_with(\"i\")).collect()\n", + " if not issues.is_empty():\n", + " raise ValueError(f\"Some loads don't end with 'i' as expected\\n: {issues}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3383475b", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "bus", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "hour", + "rawType": "int32", + "type": "integer" + }, + { + "name": "active_load", + "rawType": "float64", + "type": "float" + } + ], + "ref": "2ae08ac7-8aa9-4fc4-be1d-bc9c874e0492", + "rows": [ + [ + "0", + "0", + "1", + "26.1354" + ], + [ + "1", + "0", + "2", + "25.2687" + ], + [ + "2", + "0", + "3", + "24.5124" + ], + [ + "3", + "0", + "4", + "24.0601" + ], + [ + "4", + "0", + "5", + "23.8858" + ] + ], + "shape": { + "columns": 3, + "rows": 5 + } + }, + "text/html": [ + "
\n", + "shape: (5, 3)
bushouractive_load
u32i32f64
0126.1354
0225.2687
0324.5124
0424.0601
0523.8858
" + ], + "text/plain": [ + "shape: (5, 3)\n", + "┌─────┬──────┬─────────────┐\n", + "│ bus ┆ hour ┆ active_load │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i32 ┆ f64 │\n", + "╞═════╪══════╪═════════════╡\n", + "│ 0 ┆ 1 ┆ 26.1354 │\n", + "│ 0 ┆ 2 ┆ 25.2687 │\n", + "│ 0 ┆ 3 ┆ 24.5124 │\n", + "│ 0 ┆ 4 ┆ 24.0601 │\n", + "│ 0 ┆ 5 ┆ 23.8858 │\n", + "└─────┴──────┴─────────────┘" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# keep only active loads\n", + "df3 = df2.with_columns(\n", + " pl.col(\"load\")\n", + " .str.split_exact(\"+\", 1)\n", + " .struct.field(\"field_0\")\n", + " .cast(pl.Float64)\n", + " .alias(\"active_load\")\n", + ").drop(\"load\")\n", + "\n", + "df3.head().collect()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5ba3ab01", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "bus", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "datetime", + "rawType": "datetime64[us]", + "type": "unknown" + }, + { + "name": "active_load", + "rawType": "float64", + "type": "float" + } + ], + "ref": "dac82c2b-f771-41ef-99ce-65bf97ac0460", + "rows": [ + [ + "0", + "0", + "2019-01-01 00:00:00", + "26.1354" + ], + [ + "1", + "0", + "2019-01-01 01:00:00", + "25.2687" + ], + [ + "2", + "0", + "2019-01-01 02:00:00", + "24.5124" + ], + [ + "3", + "0", + "2019-01-01 03:00:00", + "24.0601" + ], + [ + "4", + "0", + "2019-01-01 04:00:00", + "23.8858" + ], + [ + "5", + "0", + "2019-01-01 05:00:00", + "24.2236" + ], + [ + "6", + "0", + "2019-01-01 06:00:00", + "24.9537" + ], + [ + "7", + "0", + "2019-01-01 07:00:00", + "25.4077" + ], + [ + "8", + "0", + "2019-01-01 08:00:00", + "24.9935" + ], + [ + "9", + "0", + "2019-01-01 09:00:00", + "24.1981" + ], + [ + "10", + "0", + "2019-01-01 10:00:00", + "23.5666" + ], + [ + "11", + "0", + "2019-01-01 11:00:00", + "22.8949" + ], + [ + "12", + "0", + "2019-01-01 12:00:00", + "22.2662" + ], + [ + "13", + "0", + "2019-01-01 13:00:00", + "22.0924" + ], + [ + "14", + "0", + "2019-01-01 14:00:00", + "22.4746" + ], + [ + "15", + "0", + "2019-01-01 15:00:00", + "23.4559" + ], + [ + "16", + "0", + "2019-01-01 16:00:00", + "25.3607" + ], + [ + "17", + "0", + "2019-01-01 17:00:00", + "28.9068" + ], + [ + "18", + "0", + "2019-01-01 18:00:00", + "31.151" + ], + [ + "19", + "0", + "2019-01-01 19:00:00", + "31.0637" + ], + [ + "20", + "0", + "2019-01-01 20:00:00", + "30.813" + ], + [ + "21", + "0", + "2019-01-01 21:00:00", + "30.0811" + ], + [ + "22", + "0", + "2019-01-01 22:00:00", + "28.6121" + ], + [ + "23", + "0", + "2019-01-01 23:00:00", + "26.8346" + ], + [ + "24", + "0", + "2019-01-02 00:00:00", + "25.4202" + ] + ], + "shape": { + "columns": 3, + "rows": 25 + } + }, + "text/html": [ + "
\n", + "shape: (25, 3)
busdatetimeactive_load
u32datetime[μs]f64
02019-01-01 00:00:0026.1354
02019-01-01 01:00:0025.2687
02019-01-01 02:00:0024.5124
02019-01-01 03:00:0024.0601
02019-01-01 04:00:0023.8858
………
02019-01-01 20:00:0030.813
02019-01-01 21:00:0030.0811
02019-01-01 22:00:0028.6121
02019-01-01 23:00:0026.8346
02019-01-02 00:00:0025.4202
" + ], + "text/plain": [ + "shape: (25, 3)\n", + "┌─────┬─────────────────────┬─────────────┐\n", + "│ bus ┆ datetime ┆ active_load │\n", + "│ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ datetime[μs] ┆ f64 │\n", + "╞═════╪═════════════════════╪═════════════╡\n", + "│ 0 ┆ 2019-01-01 00:00:00 ┆ 26.1354 │\n", + "│ 0 ┆ 2019-01-01 01:00:00 ┆ 25.2687 │\n", + "│ 0 ┆ 2019-01-01 02:00:00 ┆ 24.5124 │\n", + "│ 0 ┆ 2019-01-01 03:00:00 ┆ 24.0601 │\n", + "│ 0 ┆ 2019-01-01 04:00:00 ┆ 23.8858 │\n", + "│ … ┆ … ┆ … │\n", + "│ 0 ┆ 2019-01-01 20:00:00 ┆ 30.813 │\n", + "│ 0 ┆ 2019-01-01 21:00:00 ┆ 30.0811 │\n", + "│ 0 ┆ 2019-01-01 22:00:00 ┆ 28.6121 │\n", + "│ 0 ┆ 2019-01-01 23:00:00 ┆ 26.8346 │\n", + "│ 0 ┆ 2019-01-02 00:00:00 ┆ 25.4202 │\n", + "└─────┴─────────────────────┴─────────────┘" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# parse date\n", + "df4 = df3.with_columns(\n", + " (pl.col(\"hour\") - 1) * pl.duration(hours=1) + pl.datetime(2019, 1, 1)\n", + ").rename({\"hour\": \"datetime\"})\n", + "df4.head(25).collect()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a3a23964", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SELECT [col(\"bus\"), col(\"hour\").alias(\"datetime\"), col(\"active_load\")]\n", + " WITH_COLUMNS:\n", + " [[([([(col(\"hour\")) - (1)]) * (1h)]) + (2019-01-01 00:00:00)]] \n", + " simple π 3/3 [\"bus\", \"hour\", \"active_load\"]\n", + " FILTER [(col(\"active_load\")) != (0.0)]\n", + " FROM\n", + " WITH_COLUMNS:\n", + " [col(\"load\").str.split_exact([\"+\"]).struct.field_by_name(field_0)().strict_cast(Float64).alias(\"active_load\")] \n", + " DF [\"bus\", \"hour\", \"load\"]; PROJECT[\"bus\", \"hour\", \"load\"] 3/3 COLUMNS\n", + "27.87% of loads are non-zero.\n" + ] + } + ], + "source": [ + "# Confirm loads are always positive (i.e. dataset doesn't include generation) and drop zero loads\n", + "if DEBUG:\n", + " assert df4.filter(pl.col(\"active_load\") < 0).collect().height == 0, (\n", + " \"Negative active loads found!\"\n", + " )\n", + "\n", + "df5 = df4.filter(pl.col(\"active_load\") != 0)\n", + "\n", + "print(\n", + " df5.explain(optimized=True)\n", + ") # Check the query is optimal (i.e. filter is done before other operations)\n", + "\n", + "if DEBUG:\n", + " df5 = df5.collect().lazy() # cache to avoid double computation\n", + " print(f\"{df5.collect().height / df2.collect().height:.2%} of loads are non-zero.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f9256bf7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "alt.Chart(...)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plt = None\n", + "if DEBUG:\n", + " load_ca = df5.group_by(\"datetime\").sum().drop(\"bus\").collect()\n", + " plt = (\n", + " load_ca.group_by(pl.col(\"datetime\").dt.hour())\n", + " .mean()\n", + " .plot.line(x=\"datetime\", y=\"active_load\")\n", + " .properties(title=\"Average Load by Hour in California\")\n", + " )\n", + "plt" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c11bbce4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "alt.Chart(...)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "if DEBUG:\n", + " plt = (\n", + " load_ca.group_by(pl.col(\"datetime\").dt.month())\n", + " .mean()\n", + " .plot.line(x=\"datetime\", y=\"active_load\")\n", + " .properties(title=\"Average Load by Month in California\")\n", + " )\n", + "plt" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d4c29856", + "metadata": {}, + "outputs": [], + "source": [ + "# Save processed data\n", + "df5.sink_parquet(snakemake.output[0])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/process_matpower_case.py.ipynb b/benchmarks/src/energy_planning/scripts/process_matpower_case.py.ipynb new file mode 100644 index 00000000..66f0be30 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/process_matpower_case.py.ipynb @@ -0,0 +1,2621 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 10, + "id": "e7280e08", + "metadata": {}, + "outputs": [], + "source": [ + "import polars as pl\n", + "from benchmark_utils import mock_snakemake\n", + "\n", + "if \"snakemake\" not in globals(): # noqa: F821\n", + " snakemake = mock_snakemake(\"process_matpower_case\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8e4d2c48", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\"%% MATPOWER Case Format : Version 2\\nfunction mpc = cal_grid_dcopf_v2\\nmpc.version = '2';\\n\\n%%----- Po\"" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "with open(snakemake.input[0]) as f:\n", + " matpower_case = f.read()\n", + "matpower_case[:100]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "7ea85920", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing: version\n", + "Processing: baseMVA\n", + "Processing: bus\n", + "Processing: gen\n", + "Processing: branch\n", + "Processing: gencost\n" + ] + }, + { + "data": { + "text/plain": [ + "{'bus': shape: (8_870, 13)\n", + " ┌───────┬──────┬────────────┬────────────┬───┬────────┬──────┬──────┬──────┐\n", + " │ bus_i ┆ type ┆ Pd ┆ Qd ┆ … ┆ baseKV ┆ zone ┆ Vmax ┆ Vmin │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ str ┆ str ┆ str ┆ str ┆ ┆ str ┆ str ┆ str ┆ str │\n", + " ╞═══════╪══════╪════════════╪════════════╪═══╪════════╪══════╪══════╪══════╡\n", + " │ 1 ┆ 1 ┆ 56.6305477 ┆ 16.8298619 ┆ … ┆ 115.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 2 ┆ 1 ┆ 12.1925924 ┆ 2.53165799 ┆ … ┆ 66.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 3 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 4 ┆ 1 ┆ 22.7970837 ┆ 8.37324562 ┆ … ┆ 230.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 5 ┆ 1 ┆ 115.972748 ┆ 31.4555386 ┆ … ┆ 115.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8866 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 8867 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 8868 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 115.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 8869 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " │ 8870 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 115.0 ┆ 0 ┆ 1.06 ┆ 0.94 │\n", + " └───────┴──────┴────────────┴────────────┴───┴────────┴──────┴──────┴──────┘,\n", + " 'gen': shape: (3_892, 21)\n", + " ┌──────┬─────────────┬─────┬────────────┬───┬─────────┬─────────┬────────┬─────┐\n", + " │ bus ┆ Pg ┆ Qg ┆ Qmax ┆ … ┆ ramp_10 ┆ ramp_30 ┆ ramp_q ┆ apf │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ str ┆ str ┆ str ┆ str ┆ ┆ str ┆ str ┆ str ┆ str │\n", + " ╞══════╪═════════════╪═════╪════════════╪═══╪═════════╪═════════╪════════╪═════╡\n", + " │ 745 ┆ 4.0333628 ┆ 0.0 ┆ 18.7771429 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 1804 ┆ 0.0 ┆ 0.0 ┆ 34.5 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 1804 ┆ 0.0 ┆ 0.0 ┆ 34.5 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 1964 ┆ 0.366669117 ┆ 0.0 ┆ 18.7771429 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 1964 ┆ 0.366669117 ┆ 0.0 ┆ 18.7771429 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8862 ┆ 0 ┆ 0 ┆ 200 ┆ … ┆ 0 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 8863 ┆ 0 ┆ 0 ┆ 200 ┆ … ┆ 0 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 8864 ┆ 0 ┆ 0 ┆ 200 ┆ … ┆ 0 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 8865 ┆ 0 ┆ 0 ┆ 200 ┆ … ┆ 0 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 8867 ┆ 0 ┆ 0 ┆ 200 ┆ … ┆ 0 ┆ 0 ┆ 0 ┆ 0 │\n", + " └──────┴─────────────┴─────┴────────────┴───┴─────────┴─────────┴────────┴─────┘,\n", + " 'branch': shape: (10_823, 13)\n", + " ┌───────┬───────┬───────────────┬───────────────┬───┬───────┬────────┬──────────────┬──────────────┐\n", + " │ f_bus ┆ t_bus ┆ r ┆ x ┆ … ┆ angle ┆ status ┆ angmin ┆ angmax │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ str ┆ str ┆ str ┆ str ┆ ┆ str ┆ str ┆ str ┆ str │\n", + " ╞═══════╪═══════╪═══════════════╪═══════════════╪═══╪═══════╪════════╪══════════════╪══════════════╡\n", + " │ 1 ┆ 2410 ┆ 4.77325417e-5 ┆ 0.00021897303 ┆ … ┆ 0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ ┆ 5 ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 2410 ┆ 20 ┆ 0.00091415970 ┆ 0.00748537674 ┆ … ┆ 0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ 3 ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 2410 ┆ 2411 ┆ 0.00354038775 ┆ 0.0161378013 ┆ … ┆ 0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 2411 ┆ 1618 ┆ 0.00015571869 ┆ 0.00046868664 ┆ … ┆ 0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ 1 ┆ 3 ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 2411 ┆ 1617 ┆ 0.00064802644 ┆ 0.00410435055 ┆ … ┆ 0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ 5 ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8860 ┆ 8862 ┆ 0.00026722674 ┆ 0.020603182 ┆ … ┆ 0.0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ 5 ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 8864 ┆ 8863 ┆ 9.42591652e-5 ┆ 0.00754073322 ┆ … ┆ 0.0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 8865 ┆ 8866 ┆ 0.00362950292 ┆ 0.125801595 ┆ … ┆ 0.0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 8868 ┆ 8867 ┆ 0.00302917716 ┆ 0.109030283 ┆ … ┆ 0.0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " │ 8870 ┆ 8869 ┆ 0.0167558315 ┆ 0.418895787 ┆ … ┆ 0.0 ┆ 1 ┆ -60.00014030 ┆ 60.000140306 │\n", + " │ ┆ ┆ ┆ ┆ ┆ ┆ ┆ 60998 ┆ 0998 │\n", + " └───────┴───────┴───────────────┴───────────────┴───┴───────┴────────┴──────────────┴──────────────┘,\n", + " 'gencost': shape: (3_892, 7)\n", + " ┌─────┬─────────┬──────────┬─────┬─────────────────────┬────────────┬────────────┐\n", + " │ 2 ┆ startup ┆ shutdown ┆ n ┆ c(n-1) ┆ ... ┆ c0 │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ str ┆ str ┆ str ┆ str ┆ str ┆ str ┆ str │\n", + " ╞═════╪═════════╪══════════╪═════╪═════════════════════╪════════════╪════════════╡\n", + " │ 2 ┆ 0.0 ┆ 0.0 ┆ 3 ┆ 0.05917235500000001 ┆ 14.8788144 ┆ 46.4995731 │\n", + " │ 2 ┆ 0.0 ┆ 0.0 ┆ 3 ┆ 0.082991653 ┆ 44.9151794 ┆ 1427.41303 │\n", + " │ 2 ┆ 0.0 ┆ 0.0 ┆ 3 ┆ 0.082991653 ┆ 44.9151794 ┆ 1427.41303 │\n", + " │ 2 ┆ 0.0 ┆ 0.0 ┆ 3 ┆ 0.07872443200000001 ┆ 14.8788144 ┆ 34.6467874 │\n", + " │ 2 ┆ 0.0 ┆ 0.0 ┆ 3 ┆ 0.07872443200000001 ┆ 14.8788144 ┆ 34.6467874 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 2 ┆ 0 ┆ 0 ┆ 3 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 2 ┆ 0 ┆ 0 ┆ 3 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 2 ┆ 0 ┆ 0 ┆ 3 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 2 ┆ 0 ┆ 0 ┆ 3 ┆ 0 ┆ 0 ┆ 0 │\n", + " │ 2 ┆ 0 ┆ 0 ┆ 3 ┆ 0 ┆ 0 ┆ 0 │\n", + " └─────┴─────────┴──────────┴─────┴─────────────────────┴────────────┴────────────┘}" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tables = {}\n", + "ignored_sections = (\"version\", \"baseMVA\")\n", + "\n", + "header = None\n", + "\n", + "for i, section in enumerate(matpower_case.split(\"\\nmpc.\")):\n", + " if i == 0:\n", + " continue # before first element nothing to do\n", + " section_name, _, section_content = section.partition(\"=\")\n", + " section_content, _, next_header = section_content.partition(\";\")\n", + "\n", + " section_name = section_name.strip()\n", + " section_content = section_content.strip(\"[]\\n \")\n", + " next_header = next_header.strip()\n", + "\n", + " print(f\"Processing: {section_name}\")\n", + "\n", + " if section_name in ignored_sections:\n", + " header = next_header\n", + " continue\n", + "\n", + " assert header is not None, f\"Last section should not be: {section_name}\"\n", + "\n", + " header = header.split(\"\\n\")\n", + " header = [h.strip() for h in header]\n", + " header = [h for h in header if h.startswith(\"%\")]\n", + " header = header[-1].strip(\"%\").strip()\n", + " header = header.split()\n", + "\n", + " section_content = [\n", + " [val for val in row.strip().split(\"\\t\")] for row in section_content.split(\"\\n\")\n", + " ]\n", + "\n", + " table = pl.DataFrame(section_content, schema=header, orient=\"row\")\n", + "\n", + " tables[section_name] = table\n", + "\n", + " header = next_header\n", + "\n", + "tables" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "661c84a6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'bus': shape: (8_870, 13)\n", + " ┌───────┬──────┬────────────┬───────────┬───┬────────┬───────┬──────┬──────┐\n", + " │ bus_i ┆ type ┆ Pd ┆ Qd ┆ … ┆ baseKV ┆ zone ┆ Vmax ┆ Vmin │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ i16 ┆ i8 ┆ f32 ┆ f32 ┆ ┆ i16 ┆ bool ┆ f32 ┆ f32 │\n", + " ╞═══════╪══════╪════════════╪═══════════╪═══╪════════╪═══════╪══════╪══════╡\n", + " │ 1 ┆ 1 ┆ 56.630547 ┆ 16.829863 ┆ … ┆ 115 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 2 ┆ 1 ┆ 12.192593 ┆ 2.531658 ┆ … ┆ 66 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 3 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 4 ┆ 1 ┆ 22.797083 ┆ 8.373245 ┆ … ┆ 230 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 5 ┆ 1 ┆ 115.972748 ┆ 31.455538 ┆ … ┆ 115 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8866 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 8867 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 8868 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 115 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 8869 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 66 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " │ 8870 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ … ┆ 115 ┆ false ┆ 1.06 ┆ 0.94 │\n", + " └───────┴──────┴────────────┴───────────┴───┴────────┴───────┴──────┴──────┘,\n", + " 'gen': shape: (3_892, 21)\n", + " ┌──────┬──────────┬───────┬───────────┬───┬─────────┬─────────┬────────┬───────┐\n", + " │ bus ┆ Pg ┆ Qg ┆ Qmax ┆ … ┆ ramp_10 ┆ ramp_30 ┆ ramp_q ┆ apf │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ i16 ┆ f32 ┆ bool ┆ f32 ┆ ┆ bool ┆ bool ┆ bool ┆ bool │\n", + " ╞══════╪══════════╪═══════╪═══════════╪═══╪═════════╪═════════╪════════╪═══════╡\n", + " │ 745 ┆ 4.033363 ┆ false ┆ 18.777143 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 1804 ┆ 0.0 ┆ false ┆ 34.5 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 1804 ┆ 0.0 ┆ false ┆ 34.5 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 1964 ┆ 0.366669 ┆ false ┆ 18.777143 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 1964 ┆ 0.366669 ┆ false ┆ 18.777143 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8862 ┆ 0.0 ┆ false ┆ 200.0 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 8863 ┆ 0.0 ┆ false ┆ 200.0 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 8864 ┆ 0.0 ┆ false ┆ 200.0 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 8865 ┆ 0.0 ┆ false ┆ 200.0 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " │ 8867 ┆ 0.0 ┆ false ┆ 200.0 ┆ … ┆ false ┆ false ┆ false ┆ false │\n", + " └──────┴──────────┴───────┴───────────┴───┴─────────┴─────────┴────────┴───────┘,\n", + " 'branch': shape: (10_823, 13)\n", + " ┌───────┬───────┬──────────┬──────────┬───┬───────┬────────┬────────────┬───────────┐\n", + " │ f_bus ┆ t_bus ┆ r ┆ x ┆ … ┆ angle ┆ status ┆ angmin ┆ angmax │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ i16 ┆ i16 ┆ f32 ┆ f32 ┆ ┆ bool ┆ bool ┆ f32 ┆ f32 │\n", + " ╞═══════╪═══════╪══════════╪══════════╪═══╪═══════╪════════╪════════════╪═══════════╡\n", + " │ 1 ┆ 2410 ┆ 0.000048 ┆ 0.000219 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 2410 ┆ 20 ┆ 0.000914 ┆ 0.007485 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 2410 ┆ 2411 ┆ 0.00354 ┆ 0.016138 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 2411 ┆ 1618 ┆ 0.000156 ┆ 0.000469 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 2411 ┆ 1617 ┆ 0.000648 ┆ 0.004104 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8860 ┆ 8862 ┆ 0.000267 ┆ 0.020603 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 8864 ┆ 8863 ┆ 0.000094 ┆ 0.007541 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 8865 ┆ 8866 ┆ 0.00363 ┆ 0.125802 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 8868 ┆ 8867 ┆ 0.003029 ┆ 0.10903 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " │ 8870 ┆ 8869 ┆ 0.016756 ┆ 0.418896 ┆ … ┆ false ┆ true ┆ -60.000141 ┆ 60.000141 │\n", + " └───────┴───────┴──────────┴──────────┴───┴───────┴────────┴────────────┴───────────┘,\n", + " 'gencost': shape: (3_892, 7)\n", + " ┌─────┬─────────┬──────────┬─────┬──────────┬───────────┬─────────────┐\n", + " │ 2 ┆ startup ┆ shutdown ┆ n ┆ c(n-1) ┆ ... ┆ c0 │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ i8 ┆ bool ┆ bool ┆ i8 ┆ f32 ┆ f32 ┆ f32 │\n", + " ╞═════╪═════════╪══════════╪═════╪══════════╪═══════════╪═════════════╡\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 2 ┆ false ┆ false ┆ 3 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " └─────┴─────────┴──────────┴─────┴──────────┴───────────┴─────────────┘}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tables2 = {}\n", + "\n", + "for table_name in tables:\n", + " table = tables[table_name]\n", + " for col in table.columns:\n", + " table = table.with_columns(\n", + " pl.col(col).cast(pl.Float64)\n", + " ) # we do not expect any strings!\n", + " if (table[col].round() == table[col]).all():\n", + " table = table.with_columns(pl.col(col).cast(pl.Int64))\n", + " if (table[col].is_in([0, 1])).all():\n", + " table = table.with_columns(pl.col(col).cast(pl.Boolean))\n", + " table = table.with_columns(pl.col(col).shrink_dtype())\n", + "\n", + " tables2[table_name] = table\n", + "\n", + "tables2" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1383fa11", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "startup", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "shutdown", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "cost_a", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_b", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_c", + "rawType": "float32", + "type": "float" + } + ], + "ref": "3127e287-b737-48b5-a6d1-e434a316ade7", + "rows": [ + [ + "0", + "False", + "False", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "1", + "False", + "False", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "2", + "False", + "False", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "3", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "4", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "5", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "6", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "7", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "8", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "9", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "10", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "11", + "False", + "False", + "0.019693715", + "14.878815", + "138.64578" + ], + [ + "12", + "False", + "False", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "13", + "False", + "False", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "14", + "False", + "False", + "0.061429746", + "14.878815", + "44.27816" + ], + [ + "15", + "False", + "False", + "0.10217835", + "14.878815", + "26.429274" + ], + [ + "16", + "False", + "False", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "17", + "False", + "False", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "18", + "False", + "False", + "0.04009894", + "14.878815", + "68.18556" + ], + [ + "19", + "False", + "False", + "0.042766955", + "14.878815", + "64.03004" + ], + [ + "20", + "False", + "False", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "21", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "22", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "23", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "24", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "25", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "26", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "27", + "False", + "False", + "0.111", + "14.878815", + "24.552698" + ], + [ + "28", + "False", + "False", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "29", + "False", + "False", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "30", + "False", + "False", + "0.07588602", + "14.878815", + "36.13494" + ], + [ + "31", + "False", + "False", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "32", + "False", + "False", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "33", + "False", + "False", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "34", + "False", + "False", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "35", + "False", + "False", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "36", + "False", + "False", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "37", + "False", + "False", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "38", + "False", + "False", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "39", + "False", + "False", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "40", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "41", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "42", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "43", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "44", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "45", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "46", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "47", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "48", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "49", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ] + ], + "shape": { + "columns": 5, + "rows": 3892 + } + }, + "text/html": [ + "
\n", + "shape: (3_892, 5)
startupshutdowncost_acost_bcost_c
boolboolf32f32f32
falsefalse0.05917214.87881546.499573
falsefalse0.08299244.915181427.413086
falsefalse0.08299244.915181427.413086
falsefalse0.07872414.87881534.646786
falsefalse0.07872414.87881534.646786
……………
falsefalse0.00.00.0
falsefalse0.00.00.0
falsefalse0.00.00.0
falsefalse0.00.00.0
falsefalse0.00.00.0
" + ], + "text/plain": [ + "shape: (3_892, 5)\n", + "┌─────────┬──────────┬──────────┬───────────┬─────────────┐\n", + "│ startup ┆ shutdown ┆ cost_a ┆ cost_b ┆ cost_c │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ bool ┆ bool ┆ f32 ┆ f32 ┆ f32 │\n", + "╞═════════╪══════════╪══════════╪═══════════╪═════════════╡\n", + "│ false ┆ false ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + "│ false ┆ false ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ false ┆ false ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ false ┆ false ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ false ┆ false ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ false ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ false ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ false ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ false ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ false ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "└─────────┴──────────┴──────────┴───────────┴─────────────┘" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "assert {\"bus\", \"gen\", \"branch\", \"gencost\"} == set(tables2.keys())\n", + "assert tables2[\"gen\"].height == tables2[\"gencost\"].height\n", + "bus, gen, branch, gencost = (\n", + " tables2[\"bus\"],\n", + " tables2[\"gen\"],\n", + " tables2[\"branch\"],\n", + " tables2[\"gencost\"],\n", + ")\n", + "assert (gencost[\"n\"] == 3).all()\n", + "assert (gencost[\"2\"] == 2).all()\n", + "gencost = gencost.drop(\"2\", \"n\").rename(\n", + " {\"c(n-1)\": \"cost_a\", \"...\": \"cost_b\", \"c0\": \"cost_c\"}\n", + ")\n", + "gencost" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e6145c5f", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "gen_id", + "rawType": "uint32", + "type": "integer" + }, + { + "name": "bus", + "rawType": "int16", + "type": "integer" + }, + { + "name": "Pg", + "rawType": "float32", + "type": "float" + }, + { + "name": "Qg", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Qmax", + "rawType": "float32", + "type": "float" + }, + { + "name": "Qmin", + "rawType": "float32", + "type": "float" + }, + { + "name": "Vg", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "mBase", + "rawType": "int8", + "type": "integer" + }, + { + "name": "status", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Pmax", + "rawType": "float32", + "type": "float" + }, + { + "name": "Pmin", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Pc1", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Pc2", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Qc1min", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Qc1max", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Qc2min", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "Qc2max", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "ramp_agc", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "ramp_10", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "ramp_30", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "ramp_q", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "apf", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "startup", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "shutdown", + "rawType": "bool", + "type": "boolean" + }, + { + "name": "cost_a", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_b", + "rawType": "float32", + "type": "float" + }, + { + "name": "cost_c", + "rawType": "float32", + "type": "float" + } + ], + "ref": "b6700073-bd49-4d6f-bec5-7e824c578648", + "rows": [ + [ + "0", + "0", + "745", + "4.033363", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "12.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "1", + "1", + "1804", + "0.0", + "False", + "34.5", + "-23.7", + "True", + "0", + "True", + "71.2", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "2", + "2", + "1804", + "0.0", + "False", + "34.5", + "-23.7", + "True", + "0", + "True", + "71.2", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.08299165", + "44.91518", + "1427.4131" + ], + [ + "3", + "3", + "1964", + "0.36666912", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "1.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "4", + "4", + "1964", + "0.36666912", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "1.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "5", + "5", + "1964", + "0.36666912", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "1.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "6", + "6", + "1360", + "0.16666761", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "0.5", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "7", + "7", + "1360", + "0.16666761", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "0.5", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "8", + "8", + "1745", + "0.33333552", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "1.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "9", + "9", + "744", + "0.33333552", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "1.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "10", + "10", + "1587", + "0.4666699", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "1.4", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "11", + "11", + "8022", + "39.30029", + "False", + "57.1", + "-39.3", + "True", + "0", + "True", + "117.9", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.019693715", + "14.878815", + "138.64578" + ], + [ + "12", + "12", + "2220", + "11.000081", + "False", + "0.0", + "0.0", + "True", + "0", + "True", + "33.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "13", + "13", + "2220", + "11.000081", + "False", + "0.0", + "0.0", + "True", + "0", + "True", + "33.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0739858", + "14.878815", + "36.82388" + ], + [ + "14", + "14", + "1748", + "13.333431", + "False", + "19.4", + "-13.3", + "True", + "0", + "True", + "40.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.061429746", + "14.878815", + "44.27816" + ], + [ + "15", + "15", + "8542", + "7.9333916", + "False", + "11.5", + "-7.9", + "True", + "0", + "True", + "23.8", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.10217835", + "14.878815", + "26.429274" + ], + [ + "16", + "16", + "8542", + "8.333394", + "False", + "12.1", + "-8.3", + "True", + "0", + "True", + "25.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "17", + "17", + "8542", + "8.333394", + "False", + "12.1", + "-8.3", + "True", + "0", + "True", + "25.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.101288766", + "14.878815", + "27.939999" + ], + [ + "18", + "18", + "8542", + "20.100147", + "False", + "29.2", + "-20.1", + "True", + "0", + "True", + "60.3", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.04009894", + "14.878815", + "68.18556" + ], + [ + "19", + "19", + "8542", + "19.200142", + "False", + "27.9", + "-19.2", + "True", + "0", + "True", + "57.6", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.042766955", + "14.878815", + "64.03004" + ], + [ + "20", + "20", + "1743", + "4.033363", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "12.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "21", + "21", + "1735", + "0.23333475", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "0.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "22", + "22", + "1735", + "0.23333475", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "0.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07872443", + "14.878815", + "34.646786" + ], + [ + "23", + "23", + "8578", + "4.000029", + "False", + "5.95", + "-4.1", + "True", + "0", + "True", + "12.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "24", + "24", + "8578", + "4.000029", + "False", + "5.95", + "-4.1", + "True", + "0", + "True", + "12.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "25", + "25", + "8578", + "4.000029", + "False", + "5.95", + "-4.1", + "True", + "0", + "True", + "12.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "26", + "26", + "8578", + "4.400032", + "False", + "5.95", + "-4.1", + "True", + "0", + "True", + "13.2", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.049901925", + "14.878815", + "55.049805" + ], + [ + "27", + "27", + "744", + "7.333387", + "False", + "16.5", + "-7.3", + "True", + "0", + "True", + "22.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.111", + "14.878815", + "24.552698" + ], + [ + "28", + "28", + "106", + "3.3333576", + "False", + "7.5", + "-3.35", + "True", + "0", + "True", + "10.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "29", + "29", + "106", + "3.3333576", + "False", + "7.5", + "-3.35", + "True", + "0", + "True", + "10.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.12033951", + "14.878815", + "22.337795" + ], + [ + "30", + "30", + "7778", + "10.766746", + "False", + "15.6", + "-10.8", + "True", + "0", + "True", + "32.3", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.07588602", + "14.878815", + "36.13494" + ], + [ + "31", + "31", + "7778", + "11.700086", + "False", + "17.0", + "-11.7", + "True", + "0", + "True", + "35.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "32", + "32", + "7778", + "11.700086", + "False", + "17.0", + "-11.7", + "True", + "0", + "True", + "35.1", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0694", + "14.878815", + "39.39592" + ], + [ + "33", + "33", + "1634", + "22.500166", + "False", + "32.7", + "-22.5", + "True", + "0", + "True", + "67.5", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "34", + "34", + "1634", + "22.500166", + "False", + "32.7", + "-22.5", + "True", + "0", + "True", + "67.5", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.036962207", + "14.878815", + "75.858536" + ], + [ + "35", + "35", + "749", + "4.5333667", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "13.6", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.059172355", + "14.878815", + "46.499573" + ], + [ + "36", + "36", + "339", + "0.86667275", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "2.6", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "37", + "37", + "339", + "0.90000635", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "2.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0857722", + "14.878815", + "32.0494" + ], + [ + "38", + "38", + "1286", + "3.3333576", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "10.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "39", + "39", + "8427", + "3.3333576", + "False", + "18.777143", + "-14.670714", + "True", + "0", + "True", + "10.0", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.0743479", + "14.878815", + "36.54086" + ], + [ + "40", + "40", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "41", + "41", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "42", + "42", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "43", + "43", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "44", + "44", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "45", + "45", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "46", + "46", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "47", + "47", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "48", + "48", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ], + [ + "49", + "49", + "170", + "16.700123", + "False", + "12.5222225", + "-5.5666666", + "True", + "0", + "True", + "16.7", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "False", + "0.018728377", + "6.603145", + "74.69925" + ] + ], + "shape": { + "columns": 27, + "rows": 3892 + } + }, + "text/html": [ + "
\n", + "shape: (3_892, 27)
gen_idbusPgQgQmaxQminVgmBasestatusPmaxPminPc1Pc2Qc1minQc1maxQc2minQc2maxramp_agcramp_10ramp_30ramp_qapfstartupshutdowncost_acost_bcost_c
u32i16f32boolf32f32booli8boolf32boolboolboolboolboolboolboolboolboolboolboolboolboolboolf32f32f32
07454.033363false18.777143-14.670714true0true12.1falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.05917214.87881546.499573
118040.0false34.5-23.700001true0true71.199997falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.08299244.915181427.413086
218040.0false34.5-23.700001true0true71.199997falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.08299244.915181427.413086
319640.366669false18.777143-14.670714true0true1.1falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.07872414.87881534.646786
419640.366669false18.777143-14.670714true0true1.1falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.07872414.87881534.646786
………………………………………………………………………
388788620.0false200.0-200.0true100true0.0falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.00.00.0
388888630.0false200.0-200.0true100true0.0falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.00.00.0
388988640.0false200.0-200.0true100true0.0falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.00.00.0
389088650.0false200.0-200.0true100true0.0falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.00.00.0
389188670.0false200.0-200.0true100true0.0falsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalsefalse0.00.00.0
" + ], + "text/plain": [ + "shape: (3_892, 27)\n", + "┌────────┬──────┬──────────┬───────┬───┬──────────┬──────────┬───────────┬─────────────┐\n", + "│ gen_id ┆ bus ┆ Pg ┆ Qg ┆ … ┆ shutdown ┆ cost_a ┆ cost_b ┆ cost_c │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ u32 ┆ i16 ┆ f32 ┆ bool ┆ ┆ bool ┆ f32 ┆ f32 ┆ f32 │\n", + "╞════════╪══════╪══════════╪═══════╪═══╪══════════╪══════════╪═══════════╪═════════════╡\n", + "│ 0 ┆ 745 ┆ 4.033363 ┆ false ┆ … ┆ false ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + "│ 1 ┆ 1804 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 2 ┆ 1804 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + "│ 3 ┆ 1964 ┆ 0.366669 ┆ false ┆ … ┆ false ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ 4 ┆ 1964 ┆ 0.366669 ┆ false ┆ … ┆ false ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 3887 ┆ 8862 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3888 ┆ 8863 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3889 ┆ 8864 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3890 ┆ 8865 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "│ 3891 ┆ 8867 ┆ 0.0 ┆ false ┆ … ┆ false ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + "└────────┴──────┴──────────┴───────┴───┴──────────┴──────────┴───────────┴─────────────┘" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gen_merged = pl.concat([gen.with_row_index(name=\"gen_id\"), gencost], how=\"horizontal\")\n", + "gen_merged" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "16eea74a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[shape: (8_870, 6)\n", + " ┌───────┬──────┬────────────┬───────────┬───────────┬────────┐\n", + " │ bus_i ┆ type ┆ Pd ┆ Qd ┆ Va ┆ baseKV │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ i16 ┆ i8 ┆ f32 ┆ f32 ┆ f32 ┆ i16 │\n", + " ╞═══════╪══════╪════════════╪═══════════╪═══════════╪════════╡\n", + " │ 1 ┆ 1 ┆ 56.630547 ┆ 16.829863 ┆ -1.939806 ┆ 115 │\n", + " │ 2 ┆ 1 ┆ 12.192593 ┆ 2.531658 ┆ -1.733525 ┆ 66 │\n", + " │ 3 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ -1.763379 ┆ 66 │\n", + " │ 4 ┆ 1 ┆ 22.797083 ┆ 8.373245 ┆ -1.802757 ┆ 230 │\n", + " │ 5 ┆ 1 ┆ 115.972748 ┆ 31.455538 ┆ -1.897178 ┆ 115 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8866 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ -0.169835 ┆ 66 │\n", + " │ 8867 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ -2.065685 ┆ 66 │\n", + " │ 8868 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ -1.981266 ┆ 115 │\n", + " │ 8869 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ -1.712662 ┆ 66 │\n", + " │ 8870 ┆ 1 ┆ 0.0 ┆ 0.0 ┆ -1.743803 ┆ 115 │\n", + " └───────┴──────┴────────────┴───────────┴───────────┴────────┘,\n", + " shape: (10_823, 7)\n", + " ┌───────┬───────┬──────────┬──────────┬──────────┬───────────┬───────┐\n", + " │ f_bus ┆ t_bus ┆ r ┆ x ┆ b ┆ rateA ┆ ratio │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ i16 ┆ i16 ┆ f32 ┆ f32 ┆ f32 ┆ f32 ┆ bool │\n", + " ╞═══════╪═══════╪══════════╪══════════╪══════════╪═══════════╪═══════╡\n", + " │ 1 ┆ 2410 ┆ 0.000048 ┆ 0.000219 ┆ 0.000027 ┆ 175.0 ┆ false │\n", + " │ 2410 ┆ 20 ┆ 0.000914 ┆ 0.007485 ┆ 0.002321 ┆ 437.0 ┆ false │\n", + " │ 2410 ┆ 2411 ┆ 0.00354 ┆ 0.016138 ┆ 0.002469 ┆ 185.0 ┆ false │\n", + " │ 2411 ┆ 1618 ┆ 0.000156 ┆ 0.000469 ┆ 0.000071 ┆ 142.0 ┆ false │\n", + " │ 2411 ┆ 1617 ┆ 0.000648 ┆ 0.004104 ┆ 0.000537 ┆ 219.0 ┆ false │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 8860 ┆ 8862 ┆ 0.000267 ┆ 0.020603 ┆ 0.0 ┆ 529.0 ┆ true │\n", + " │ 8864 ┆ 8863 ┆ 0.000094 ┆ 0.007541 ┆ 0.0 ┆ 1936.0 ┆ true │\n", + " │ 8865 ┆ 8866 ┆ 0.00363 ┆ 0.125802 ┆ 0.0 ┆ 86.60833 ┆ true │\n", + " │ 8868 ┆ 8867 ┆ 0.003029 ┆ 0.10903 ┆ 0.0 ┆ 99.933662 ┆ true │\n", + " │ 8870 ┆ 8869 ┆ 0.016756 ┆ 0.418896 ┆ 0.0 ┆ 26.0 ┆ true │\n", + " └───────┴───────┴──────────┴──────────┴──────────┴───────────┴───────┘,\n", + " shape: (3_892, 10)\n", + " ┌────────┬──────┬──────────┬───────────┬───┬───────────┬──────────┬───────────┬─────────────┐\n", + " │ gen_id ┆ bus ┆ Pg ┆ Qmax ┆ … ┆ Pmax ┆ cost_a ┆ cost_b ┆ cost_c │\n", + " │ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", + " │ u32 ┆ i16 ┆ f32 ┆ f32 ┆ ┆ f32 ┆ f32 ┆ f32 ┆ f32 │\n", + " ╞════════╪══════╪══════════╪═══════════╪═══╪═══════════╪══════════╪═══════════╪═════════════╡\n", + " │ 0 ┆ 745 ┆ 4.033363 ┆ 18.777143 ┆ … ┆ 12.1 ┆ 0.059172 ┆ 14.878815 ┆ 46.499573 │\n", + " │ 1 ┆ 1804 ┆ 0.0 ┆ 34.5 ┆ … ┆ 71.199997 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + " │ 2 ┆ 1804 ┆ 0.0 ┆ 34.5 ┆ … ┆ 71.199997 ┆ 0.082992 ┆ 44.91518 ┆ 1427.413086 │\n", + " │ 3 ┆ 1964 ┆ 0.366669 ┆ 18.777143 ┆ … ┆ 1.1 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + " │ 4 ┆ 1964 ┆ 0.366669 ┆ 18.777143 ┆ … ┆ 1.1 ┆ 0.078724 ┆ 14.878815 ┆ 34.646786 │\n", + " │ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + " │ 3887 ┆ 8862 ┆ 0.0 ┆ 200.0 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 3888 ┆ 8863 ┆ 0.0 ┆ 200.0 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 3889 ┆ 8864 ┆ 0.0 ┆ 200.0 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 3890 ┆ 8865 ┆ 0.0 ┆ 200.0 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " │ 3891 ┆ 8867 ┆ 0.0 ┆ 200.0 ┆ … ┆ 0.0 ┆ 0.0 ┆ 0.0 ┆ 0.0 │\n", + " └────────┴──────┴──────────┴───────────┴───┴───────────┴──────────┴───────────┴─────────────┘]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tables3 = (bus, branch, gen_merged)\n", + "tables4 = []\n", + "for table in tables3:\n", + " to_drop = []\n", + " for col in table.columns:\n", + " if len(table[col].unique()) == 1:\n", + " to_drop.append(col)\n", + " tables4.append(table.drop(*to_drop))\n", + "\n", + "bus, branch, gen_merged = tables4\n", + "tables4" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "8810f120", + "metadata": {}, + "outputs": [], + "source": [ + "bus.write_parquet(snakemake.output.bus)\n", + "branch.write_parquet(snakemake.output.branch)\n", + "gen_merged.write_parquet(snakemake.output.gen)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/benchmarks/src/energy_planning/scripts/simplify_network.py b/benchmarks/src/energy_planning/scripts/simplify_network.py new file mode 100644 index 00000000..f69bba02 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/simplify_network.py @@ -0,0 +1,250 @@ +"""Simplifies the network topology using various tricks and identifies leaf nodes. + +Tricks are: + - combining lines in parallel, + - removing lines that lead nowhere, + - and removing intermediary buses with no loads or generators. + +Line ratings and reactances are updated accordingly. +Line IDs are roughly preserved; merged lines take on the IDs of the original lines. +Node IDs are preserved, but the number of nodes is reduced. + +As of Aug 12, 2025, this script reduces the number of lines by 14.5%, mainly due to lines in series. + +Leaf nodes are nodes containing either loads or generators that can be wholly disconnected from the +grid by a single contingency. They are flagged so such contingencies are not considered. +""" + +import polars as pl +from benchmark_utils import mock_snakemake + +f_bus = pl.col("from_bus") +t_bus = pl.col("to_bus") + + +def get_buses_degree( + lines: pl.DataFrame, degree: int, exclude: pl.Series | None = None +) -> pl.Series: + """Returns a Series of buses with degree `degree` that are not in `exclude`.""" + lines = ( + pl.concat([lines["from_bus"], lines["to_bus"]]) + .value_counts(name="degree") + .filter(pl.col("degree") == degree) + ) + if exclude is not None: + lines = lines.filter(~f_bus.is_in(exclude.implode())) + + return lines.get_column("from_bus") + + +def remove_dead_ends(lines, buses_to_keep): + """Remove lines going from or to a bus with degree 1 (no other connections) since the line serves no purpose.""" + dead_end_buses = get_buses_degree(lines, degree=1, exclude=buses_to_keep) + + return lines.filter( + ~f_bus.is_in(dead_end_buses.implode()) & ~t_bus.is_in(dead_end_buses.implode()) + ), len(dead_end_buses) + + +def combine_parallel_lines(lines: pl.DataFrame): + """Combine lines in parallel (e.g., two lines going from bus 1 to bus 2).""" + initial = lines.height + lines = swap_direction(lines, condition=f_bus > t_bus) + lines = ( + lines.with_columns((1 / pl.col("reactance")).alias("reactance")) + .group_by([f_bus, t_bus]) + .agg( + pl.col("reactance").sum(), + pl.col("line_id").min(), + pl.col("line_rating").sum(), + ) + .with_columns((1 / pl.col("reactance")).alias("reactance")) + ) + return lines, initial - lines.height + + +def swap_direction( + lines: pl.DataFrame, + condition: pl.Expr, + from_col=f_bus, + to_col=t_bus, +): + """Swap the direction of lines based on a condition.""" + return lines.with_columns( + pl.when(condition) + .then(pl.struct(from_bus=to_col, to_bus=from_col)) + .otherwise(pl.struct(from_col, to_col)) + .struct.unnest() + ) + + +def combine_sequential_line(lines: pl.DataFrame, buses_to_keep: pl.Series): + """Combine lines in series (e.g., a line going from bus 1 to bus 2 with a line going from bus 2 to bus 3). + + This is done by doing two types of combinations: + 1. Combining line series of length 2 (e.g. A-B-C becomes A-C). + 2. Combining the first two lines in a series of length 3 or more (in series of length 3, A-B-C-D becomes A-C-D; in series of length 4 or more A-B-C-D-...-X-Y-Z becomes A-C-D-...-X-Z). + Note that this second type of operation doesn't fully combine the series, but if this function is called repeatedly, eventually all series will be combined. + """ + bus_to_remove = get_buses_degree(lines, degree=2, exclude=buses_to_keep).implode() + + l_edge = lines.filter(f_bus.is_in(bus_to_remove) ^ t_bus.is_in(bus_to_remove)) + l_middle = lines.filter(f_bus.is_in(bus_to_remove) & t_bus.is_in(bus_to_remove)) + l_keep = lines.filter(~f_bus.is_in(bus_to_remove) & ~t_bus.is_in(bus_to_remove)) + + # order such that the series bus is in "to_bus" + l_edge = swap_direction(l_edge, condition=f_bus.is_in(bus_to_remove)) + + l_edge_short = l_edge.filter(t_bus.is_duplicated()) + l_edge_long = l_edge.filter(~t_bus.is_duplicated()) + + l_edge_short = ( + l_edge_short.rename({"to_bus": "mid_bus"}) + .group_by("mid_bus") + .agg( + line_id=pl.col("line_id").min(), + from_bus=f_bus.first(), + to_bus=f_bus.last(), + line_rating=pl.col("line_rating").min(), + reactance=pl.col("reactance").sum(), + ) + .drop("mid_bus") + ) + + l_middle = swap_direction( + l_middle, condition=~t_bus.is_in(l_edge_long["to_bus"].implode()) + ) + + l_edge_long_uncombined = l_edge_long.join(l_middle, on=t_bus, how="anti") + l_edge_long = l_edge_long.join(l_middle, on=t_bus, how="inner") + l_middle_uncombined = l_middle.join(l_edge_long, on=t_bus, how="anti") + + l_edge_long = l_edge_long.select( + "line_id", + f_bus, + pl.col("from_bus_right").alias("to_bus"), + pl.min_horizontal("line_rating", "line_rating_right").alias("line_rating"), + pl.sum_horizontal("reactance", "reactance_right").alias("reactance"), + ) + + initial = lines.height + cols = ["line_id", "from_bus", "to_bus", "reactance", "line_rating"] + lines = pl.concat( + [ + l_keep.select(cols), + l_edge_short.select(cols), + l_edge_long.select(cols), + l_edge_long_uncombined.select(cols), + l_middle_uncombined.select(cols), + ] + ) + return lines, initial - lines.height + + +def remove_self_connections(lines): + """Remove lines that connect a bus to itself (e.g., a line going from bus 1 to bus 1).""" + initial = lines.height + lines = lines.filter(f_bus != t_bus) + return lines, initial - lines.height + + +def identify_leafs(lines, buses_to_keep): + """Flags lines that are at the very edge of the grid. + + These lines will later be excluded from branch outages since they would effectively split the network. + """ + lines = lines.with_columns(is_leaf=pl.lit(False)) + passes = 0 + + while True: + leaf_buses = get_buses_degree(lines.filter(~pl.col("is_leaf")), 1) + if len(leaf_buses) == 0: + break + if passes == 0: + assert leaf_buses.is_in(buses_to_keep.implode()).all(), ( + "Dead end buses were not properly removed" + ) + + lines = lines.with_columns( + is_leaf=( + pl.col("is_leaf") + | f_bus.is_in(leaf_buses.implode()) + | t_bus.is_in(leaf_buses.implode()) + ) + ) + passes += 1 + print( + f"Detected {lines.filter('is_leaf').height} leaf buses after {passes} passes." + ) + return lines + + +def main(lines, buses_to_keep): + """Simplify the network until there is no more simplification possible.""" + expected_cols = {"line_id", "from_bus", "to_bus", "reactance", "line_rating"} + assert set(lines.columns) == expected_cols, ( + f"Unexpected columns in lines DataFrame ({set(lines.columns) - expected_cols})" + ) + + num_lines_initial = lines.height + lines_removed = 0 + lines_removed_prev = float("-inf") + while lines_removed > lines_removed_prev: + lines_removed_prev = lines_removed + lines, lines_merged = combine_parallel_lines(lines) + if lines_merged != 0: + print(f"Removed {lines_merged} lines in parallel...") + + lines, dead_ends = remove_dead_ends(lines, buses_to_keep) + if dead_ends != 0: + print(f"Removed {dead_ends} dead-end lines...") + + lines_concatenated = 0 + while True: + lines, new_lines_concatenated = combine_sequential_line( + lines, buses_to_keep + ) + if new_lines_concatenated == 0: + break + lines_concatenated += new_lines_concatenated + if lines_concatenated != 0: + print(f"Removed {lines_concatenated} lines in series...") + + lines, self_connections = remove_self_connections(lines) + if self_connections != 0: + print(f"Removed {self_connections} lines connected to themselves...") + + lines_removed += ( + dead_ends + lines_merged + lines_concatenated + self_connections + ) + + print( + f"Removed {lines_removed / num_lines_initial:.2%} of lines in total (l={lines.height})." + ) + + lines = identify_leafs(lines, buses_to_keep) + + return lines + + +if __name__ == "__main__": + if "snakemake" not in globals() or hasattr(snakemake, "mock"): # noqa: F821 + snakemake = mock_snakemake("simplify_network") + + gens = pl.scan_parquet(snakemake.input.generators) + loads = pl.scan_parquet(snakemake.input.loads) + buses_to_keep = ( + pl.concat([gens.select("bus"), loads.select("bus")], how="vertical_relaxed") + .unique() + .collect() + .to_series() + .sort() + ) + print( + f"{len(buses_to_keep)} buses with loads or generators that should not be removed." + ) + + lines = pl.read_parquet(snakemake.input.lines) + + lines = main(lines, buses_to_keep) + lines.write_parquet(snakemake.output[0]) diff --git a/benchmarks/src/energy_planning/scripts/tests/expected_bodfs.csv b/benchmarks/src/energy_planning/scripts/tests/expected_bodfs.csv new file mode 100644 index 00000000..a46f51d4 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/tests/expected_bodfs.csv @@ -0,0 +1,36 @@ +outage_line_id,affected_line_id,factor +1,2,0.5862068965517241 +1,3,0.4137931034482758 +1,4,-0.5517241379310341 +1,5,0.24137931034482754 +1,6,0.10344827586206888 +1,7,-0.4482758620689653 +1,8,0.3448275862068964 +2,1,0.5862068965517241 +2,3,0.4137931034482759 +2,4,0.24137931034482774 +2,5,-0.5517241379310345 +2,6,0.10344827586206903 +2,7,0.3448275862068968 +2,8,-0.4482758620689654 +3,1,0.5 +3,2,0.5000000000000001 +3,4,0.37500000000000006 +3,5,0.375 +3,6,-0.25 +3,7,0.12500000000000008 +3,8,0.125 +4,1,-0.4571428571428571 +4,2,0.2 +4,3,0.2571428571428571 +4,5,0.3142857142857142 +4,6,-0.4285714285714285 +4,7,0.5428571428571428 +4,8,-0.11428571428571424 +5,1,0.2 +5,2,-0.4571428571428571 +5,3,0.2571428571428571 +5,4,0.3142857142857142 +5,6,-0.4285714285714286 +5,7,-0.11428571428571435 +5,8,0.5428571428571427 diff --git a/benchmarks/src/energy_planning/scripts/tests/expected_ptdfs.csv b/benchmarks/src/energy_planning/scripts/tests/expected_ptdfs.csv new file mode 100644 index 00000000..a6e84ffa --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/tests/expected_ptdfs.csv @@ -0,0 +1,48 @@ +injection,line_id,factor +1,1,1.0 +1,2,0.39130434782608714 +1,3,0.39130434782608714 +1,4,0.21739130434782616 +1,5,0.04347826086956519 +1,6,0.04347826086956519 +1,7,0.3043478260869563 +1,8,0.3478260869565215 +1,9,0.3478260869565215 +1,10,0.9999999999999993 +3,2,0.39130434782608714 +3,3,0.39130434782608714 +3,4,0.21739130434782616 +3,5,0.04347826086956519 +3,6,0.04347826086956519 +3,7,0.3043478260869563 +3,8,0.3478260869565215 +3,9,0.3478260869565215 +3,10,0.9999999999999993 +4,2,-0.188405797101449 +4,3,0.14492753623188426 +4,4,0.0434782608695653 +4,5,0.2753623188405796 +4,6,-0.05797101449275366 +4,7,0.26086956521739113 +4,8,0.5362318840579707 +4,9,0.20289855072463747 +4,10,0.9999999999999993 +5,2,0.04347826086956519 +5,3,0.04347826086956519 +5,4,-0.08695652173913049 +5,5,-0.21739130434782616 +5,6,-0.21739130434782616 +5,7,0.4782608695652173 +5,8,0.26086956521739113 +5,9,0.26086956521739113 +5,10,0.9999999999999993 +6,2,0.14492753623188426 +6,3,-0.188405797101449 +6,4,0.0434782608695653 +6,5,-0.05797101449275366 +6,6,0.2753623188405796 +6,7,0.26086956521739113 +6,8,0.20289855072463747 +6,9,0.5362318840579707 +6,10,0.9999999999999993 +7,10,0.9999999999999996 diff --git a/benchmarks/src/energy_planning/scripts/tests/test_branch_outage_dist_fact.py b/benchmarks/src/energy_planning/scripts/tests/test_branch_outage_dist_fact.py new file mode 100644 index 00000000..491d449a --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/tests/test_branch_outage_dist_fact.py @@ -0,0 +1,92 @@ +"""Tests for the branch outage distribution factor script. + +I made up an example and manualy checked the results were as expected. +""" + +from pathlib import Path +from tempfile import TemporaryDirectory + +import polars as pl +import pytest +from benchmark_utils import run_notebook +from polars.testing import assert_frame_equal + +ROOT = Path(__file__).parent.parent.parent.parent.parent + + +def test_mini_grid(): + """Testing the following grid. + + Assume reactances are all 1 except for line 3 where reactance is 0.5. + + 4 + ➚↓↘ + 1➚ ↓ ↘ + ➚ ↓4 ↘7 + ➚ ↓ ↘ + 3→→→→5→→→→→7 + ↘ 3 ↑ 6 ↗ + 2↘ ↑5 ↗8 + ↘ ↑ ↗ + ↘↑↗ + 6 + + """ + lines = pl.DataFrame( + schema=["line_id", "from_bus", "to_bus", "reactance"], + data=[ + [1, 3, 4, 1], + [2, 3, 6, 1], + [3, 3, 5, 2], + [4, 4, 5, 1], + [5, 6, 5, 1], + [6, 5, 7, 1], + [7, 4, 7, 1], + [8, 6, 7, 1], + ], + orient="row", + ).with_columns(is_leaf=pl.lit(False)) + + # Save mini grid data to a temporary file + with TemporaryDirectory() as tmpdirname: + tmpdirname = Path(tmpdirname) + lines.write_parquet(tmpdirname / "lines.parquet") + + run_notebook( + notebook_path=ROOT + / "src/energy_planning/scripts/compute_power_transfer_dist_facts.ipynb", + working_directory=Path(tmpdirname), + first_cell=""" +from unittest.mock import Mock +snakemake = Mock() +snakemake.input = Mock() +snakemake.input.lines = "lines.parquet" +snakemake.output = ["ptdf.parquet"] +""", + ) + + run_notebook( + notebook_path=ROOT + / "src/energy_planning/scripts/compute_branch_outage_dist_facts.ipynb", + working_directory=Path(tmpdirname), + first_cell=""" +from unittest.mock import Mock +snakemake = Mock() +snakemake.input = Mock() +snakemake.input.ptdf = "ptdf.parquet" +snakemake.input.lines = "lines.parquet" +snakemake.output = ["bodf.parquet"] +""", + ) + + bodf = pl.read_parquet(tmpdirname / "bodf.parquet") + + assert_frame_equal( + bodf, + pl.read_csv(Path(__file__).parent / "expected_bodfs.csv"), + check_dtypes=False, + ) + + +if __name__ == "__main__": + pytest.main(["-v", __file__]) diff --git a/benchmarks/src/energy_planning/scripts/tests/test_compute_power_distribution_factor.py b/benchmarks/src/energy_planning/scripts/tests/test_compute_power_distribution_factor.py new file mode 100644 index 00000000..a68b2882 --- /dev/null +++ b/benchmarks/src/energy_planning/scripts/tests/test_compute_power_distribution_factor.py @@ -0,0 +1,82 @@ +"""Tests for the compute power distribution factor script. + +I made up an example and manualy checked the results were as expected. +""" + +from pathlib import Path +from tempfile import TemporaryDirectory + +import polars as pl +import pytest +from benchmark_utils import run_notebook +from polars.testing import assert_frame_equal + +ROOT = Path(__file__).parent.parent.parent.parent.parent + + +def test_mini_grid(): + """Testing the following grid. + + Assume reactances are all 1 except for line 4 where reactance is 2. + + 4 + ➚↓↘ + 2➚ ↓ ↘8 + ➚ ↓5 ↘ + ➚ ↓ ↘ 10 + 1→→→→3→→→→5→→→→→7→→→→→8 + 1 ↘ 4 ↑ 7 ↗ + 3↘ ↑6 ↗9 + ↘ ↑ ↗ + ↘↑↗ + 6 + + """ + lines = pl.DataFrame( + schema=["line_id", "from_bus", "to_bus", "reactance"], + data=[ + [1, 1, 3, 1], + [2, 3, 4, 1], + [3, 3, 6, 1], + [4, 3, 5, 2], + [5, 4, 5, 1], + [6, 6, 5, 1], + [7, 5, 7, 1], + [8, 4, 7, 1], + [9, 6, 7, 1], + [10, 7, 8, 1], + ], + orient="row", + ) + + # Save mini grid data to a temporary file + with TemporaryDirectory() as tmpdirname: + tmpdirname = Path(tmpdirname) + lines.write_parquet(tmpdirname / "lines.parquet") + + run_notebook( + notebook_path=ROOT + / "src/energy_planning/scripts/compute_power_transfer_dist_facts.ipynb", + working_directory=Path(tmpdirname), + first_cell=""" +from unittest.mock import Mock +snakemake = Mock() +snakemake.input = Mock() +snakemake.input.lines = "lines.parquet" +snakemake.output = ["ptdf.parquet"] +""", + debug=False, + ) + + ptdf = pl.read_parquet(tmpdirname / "ptdf.parquet") + + ptdf.write_csv(Path(__file__).parent / "expected_ptdfs_new.csv") + assert_frame_equal( + ptdf, + pl.read_csv(Path(__file__).parent / "expected_ptdfs.csv"), + check_dtypes=False, + ) + + +if __name__ == "__main__": + pytest.main(["-v", __file__]) diff --git a/benchmarks/src/facility_location/README.md b/benchmarks/src/facility_location/README.md new file mode 100644 index 00000000..72f44f04 --- /dev/null +++ b/benchmarks/src/facility_location/README.md @@ -0,0 +1,44 @@ +# Facility Location Problem + +This is the exact same problem as described in the original [JuMP paper](https://epubs.siam.org/doi/10.1137/15M1020575) (see Section 8.2). It is re-explained here for clarity. + +### Problem description + +The purpose of this problem is to choose the location of $F$ facilities such that the maximum distance between any customer and its nearest facility is minimized. The $C^2$ Customers are evenly spread out over a square grid (see image below). Facilities can be placed anywhere in the grid. + +TODO add image + + +### Problem formulation + +To simplify the formulation, let us scale our square grid such that its axes span go from $0$ to $1$. + +We define a variable $y_{f,ax}$ which is the location of every facility ($f$) for each axis ($ax$) (either x-axis or y-axis). + +$$ 0 \leq y_{f,ax} \leq 1$$ + +Next, we define the distance between every facility-customer pair, $s_{i,j,f}$. + $$r^x_{i,j,f} = (i / N - y_{f,1}) \qquad \forall i, j, f$$ +$$r^y_{i,j,f} = (j / N - y_{f,2}) \qquad \forall i,j,f$$ + +$$s_{i,j,f} ^2 = (r_{i,j,f}^x) ^ 2 + (r^y_{i,j,f}) ^2 \qquad \forall i,j,f$$ +$$ s_{i,j,f} \geq 0 \qquad \forall i,j,f$$ + +We'd like to minimize the maximum distance between any facility and its nearest neighbor $d$. + +$$\text{min} \quad d$$ + +At first, we might try to simply define $d$ as follows: + +$$ d^{max} \geq s_{i,j,f} \qquad \forall i,j,f$$ + +However this is not quite right. We only wish to ensure the maximum distance is bounded by the distances between every customer and its _nearest_ facility. To do this, suppose we had a binary variable, $z_{i,j,f}$ that equals $1$ for customer-facility pairs that are relevant (when the facility is the nearest to the customer) and $0$ otherwise. We can now rewrite the above constraint as follows to fix our issue. + +$$ d^{max} \geq s_{i,j,f} - \sqrt{2} (1 - z_{i,j,f}) \qquad \forall i,j,f $$ + +Why does this work? When $z_{i,j,f} = 0$ the right hand side is necessarily zero or less (since $\sqrt{2}$ is the largest possible distance in a 1-by-1 square) and the constraint is thus non-binding as desired. + +Finally, how do we define this magical $z_{i,j,f}$ variable? We simply ensure that exactly one customer-facility pair exists for each customer. The optimization will automatically choose the nearest facility if it matters since it wishes to minimize the objective. + +$$\sum_{f} z_{i,j,f} = 1 \qquad \forall i,j$$ + diff --git a/benchmarks/src/facility_location/__init__.py b/benchmarks/src/facility_location/__init__.py new file mode 100644 index 00000000..2355190c --- /dev/null +++ b/benchmarks/src/facility_location/__init__.py @@ -0,0 +1,11 @@ +def size_to_num_variables(col_name): + import polars as pl + + n = pl.col(col_name) + return ( + 1 # max_distance + + 2 * n # facility_position + + (n + 1) ** 2 * n # binary variables + + 2 * n * (n + 1) # dist_x, dist_y + + (n + 1) ** 2 * n # dist + ) diff --git a/benchmarks/src/facility_location/bm_cvxpy.py b/benchmarks/src/facility_location/bm_cvxpy.py new file mode 100644 index 00000000..93491476 --- /dev/null +++ b/benchmarks/src/facility_location/bm_cvxpy.py @@ -0,0 +1,67 @@ +"""Cvxpy implementation of the facility location benchmark. + +Note: we must use the SOC constraint because CVXPY does not support convex <= convex constraints. +See: https://www.cvxpy.org/tutorial/dcp/index.html#dcp-problems +""" + +import cvxpy as cp +import numpy as np +from benchmark_utils import CvxpyBenchmark + + +class Bench(CvxpyBenchmark): + def build(self): + if isinstance(self.size, int): + G = F = self.size + else: + G, F = self.size + + G = G + 1 # Add one to match Julia + M = 2 * np.sqrt(2) + + # Facility locations: F x 2 + facility_loc = cp.Variable((F, 2), name="y", bounds=[0, 1]) + # Binary assignments: (G+1) x (G+1) x F + is_nearest = cp.Variable((G, G, F), boolean=True, name="z") + # Max distance + max_dist = cp.Variable(name="d") + dist = cp.Variable((G, G, F), name="dist", nonneg=True) + dist_x = cp.Variable((G, F), name="dist_x") + dist_y = cp.Variable((G, F), name="dist_y") + + # Constraint 1: assignment sums to 1 over facilities + constraints = [cp.sum(is_nearest, axis=2) == 1] + + # Constraint 2: distance calculations + grid_coords = (np.arange(G) / (G - 1))[:, None] + constraints += [ + grid_coords - facility_loc[:, 0] == dist_x, + grid_coords - facility_loc[:, 1] == dist_y, + ] + + dist_x_with_y = cp.broadcast_to(dist_x[:, None, :], (G, G, F)) + dist_y_with_x = cp.broadcast_to(dist_y[None, :, :], (G, G, F)) + dist_xy = cp.hstack( + [ + cp.vec(dist_x_with_y, order="C")[:, None], + cp.vec(dist_y_with_x, order="C")[:, None], + ] + ) + constraints += [cp.norm2(dist_xy, axis=1) <= cp.vec(dist, order="C")] + + # Constraint 3: max distance constraint + constraints += [max_dist + M * (1 - is_nearest) >= dist] + + # Objective: minimize max distance + objective = cp.Minimize(max_dist) + + problem = cp.Problem(objective, constraints) + # assert problem.is_dcp() + return problem + + +if __name__ == "__main__": + bench = Bench("gurobi", (4, 3), block_solver=False) + bench.run() + print(bench.get_objective()) + ... diff --git a/benchmarks/src/facility_location/bm_gurobipy.py b/benchmarks/src/facility_location/bm_gurobipy.py new file mode 100644 index 00000000..cf1390ea --- /dev/null +++ b/benchmarks/src/facility_location/bm_gurobipy.py @@ -0,0 +1,62 @@ +"""GurobiPy implementation of the facility location benchmark. + +Copyright (c) 2023: Yue Yang + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +""" + +from benchmark_utils import GurobiPyBenchmark +from gurobipy import GRB, Model + + +class Bench(GurobiPyBenchmark): + def build(self): + if isinstance(self.size, int): + G = F = self.size + else: + G, F = self.size + + m = Model() + + # Create variables + y = m.addVars(range(1, F + 1), range(1, 3), ub=1.0, vtype=GRB.CONTINUOUS) + s = m.addVars(range(G + 1), range(G + 1), range(1, F + 1)) + z = m.addVars(range(G + 1), range(G + 1), range(1, F + 1), vtype=GRB.BINARY) + r = m.addVars( + range(G + 1), + range(G + 1), + range(1, F + 1), + range(1, 3), + name="r", + lb=-GRB.INFINITY, + ) + d = m.addVar() + + # Set objective + m.setObjective(d, GRB.MINIMIZE) + + # Add constraints + for i in range(G + 1): + for j in range(G + 1): + m.addConstr(z.sum(i, j, "*") == 1) + + M = 2 * 1.414 + for i in range(G + 1): + for j in range(G + 1): + for f in range(1, F + 1): + m.addConstr(s[i, j, f] - (M * (1 - z[i, j, f])) <= d) + m.addConstr(r[i, j, f, 1] == -y[f, 1] + (1.0 * i) / G) + m.addConstr(r[i, j, f, 2] == -y[f, 2] + (1.0 * j) / G) + m.addConstr( + r[i, j, f, 1] * r[i, j, f, 1] + r[i, j, f, 2] * r[i, j, f, 2] + <= s[i, j, f] * s[i, j, f] + ) + + return m + + +if __name__ == "__main__": + bench = Bench("gurobi", 2, block_solver=False) + bench.run() + print(bench.get_objective()) diff --git a/benchmarks/src/facility_location/bm_jump.jl b/benchmarks/src/facility_location/bm_jump.jl new file mode 100644 index 00000000..b0989f40 --- /dev/null +++ b/benchmarks/src/facility_location/bm_jump.jl @@ -0,0 +1,54 @@ +# Copyright (c) 2022: Miles Lubin and contributors +# +# Use of this source code is governed by an MIT-style license that can be found +# in the LICENSE.md file or at https://opensource.org/licenses/MIT. +# See https://github.com/jump-dev/JuMPPaperBenchmarks + +using JuMP + +if ARGS[1] == "gurobi" + import Gurobi + + # direct_model is faster and more memory efficient (according to tests on July 13, 2025). + # We use it to make a fair comparison with the other models. + model = direct_model(Gurobi.Optimizer()) +elseif ARGS[1] == "highs" + import HiGHS + model = Model(HiGHS.Optimizer) +elseif ARGS[1] == "ipopt" + import Ipopt + model = Model(Ipopt.Optimizer) +end + +F = parse(Int, ARGS[2]) +G = F + +set_time_limit_sec(model, 0.0) +set_optimizer_attribute(model, "Presolve", 0) + +@variables(model, begin + 0 <= y[1:F, 1:2] <= 1 + s[0:G, 0:G, 1:F] >= 0 + z[0:G, 0:G, 1:F], Bin + r[0:G, 0:G, 1:F, 1:2] + d +end) +@objective(model, Min, d) +@constraint(model, [i in 0:G, j in 0:G], sum(z[i,j,f] for f in 1:F) == 1) +# d is the maximum of distances between customers +# and their facilities. The original constraint is # d >= ||x - y|| - M(1-z) +# where M = 1 for our data. Because Gurobi/CPLEX can't take SOCPs directly, +# we need to rewite as a set of constraints and auxiliary variables: +# s = d + M(1 - z) >= 0 +# r = x - y +# r'r <= s^2 +M = 2 * sqrt(2) +for i in 0:G, j in 0:G, f in 1:F + @constraints(model, begin + s[i, j, f] == d + M * (1 - z[i, j, f]) + r[i, j, f, 1] == i / G - y[f, 1] + r[i, j, f, 2] == j / G - y[f, 2] + sum(r[i, j, f, k]^2 for k in 1:2) <= s[i, j, f]^2 + end) +end +optimize!(model) diff --git a/benchmarks/src/facility_location/bm_pyoframe.py b/benchmarks/src/facility_location/bm_pyoframe.py new file mode 100644 index 00000000..964eb602 --- /dev/null +++ b/benchmarks/src/facility_location/bm_pyoframe.py @@ -0,0 +1,69 @@ +"""Pyoframe implementation of the facility location benchmark.""" + +import polars as pl +from benchmark_utils import PyoframeBenchmark + +from pyoframe import Model, Set, Variable + + +class Bench(PyoframeBenchmark): + def build(self): + if isinstance(self.size, int): + G = F = self.size + else: + G, F = self.size + + G = G + 1 # Add one to match Julia + + grid = range(G) + customer_position_x = pl.DataFrame( + {"x": grid, "x_pos": [step / (G - 1) for step in grid]} + ) + customer_position_y = pl.DataFrame( + {"y": grid, "y_pos": [step / (G - 1) for step in grid]} + ) + + model = Model( + solver=self.solver, + solver_uses_variable_names=self.use_var_names, + print_uses_variable_names=False, + ) + model.facilities = Set(f=range(F)) + model.x_axis = Set(x=grid) + model.y_axis = Set(y=grid) + model.axis = Set(d=[1, 2]) + + model.facility_position = Variable(model.facilities, model.axis, lb=0, ub=1) + + model.max_distance = Variable(lb=0) + + model.is_closest = Variable( + model.x_axis, model.y_axis, model.facilities, vtype="binary" + ) + model.con_only_one_closest = model.is_closest.sum("f") == 1 + model.dist_x = Variable(model.x_axis, model.facilities) + model.dist_y = Variable(model.y_axis, model.facilities) + model.con_dist_x = model.dist_x == customer_position_x.to_expr().add_dim( + "f" + ) - model.facility_position.pick(d=1).add_dim("x") + model.con_dist_y = model.dist_y == customer_position_y.to_expr().add_dim( + "f" + ) - model.facility_position.pick(d=2).add_dim("y") + model.dist = Variable(model.x_axis, model.y_axis, model.facilities, lb=0) + model.con_dist = model.dist**2 == (model.dist_x**2).add_dim("y") + ( + model.dist_y**2 + ).add_dim("x") + + # Twice the max distance which ensures that when is_closest is 0, the constraint is not binding. + M = 2 * 1.414 + model.con_max_distance = model.max_distance.add_dim( + "x", "y", "f" + ) >= model.dist - M * (1 - model.is_closest) + + model.minimize = model.max_distance + + return model + + +if __name__ == "__main__": + Bench("gurobi", 5).run() diff --git a/benchmarks/src/facility_location/bm_pyomo.py b/benchmarks/src/facility_location/bm_pyomo.py new file mode 100644 index 00000000..a2927005 --- /dev/null +++ b/benchmarks/src/facility_location/bm_pyomo.py @@ -0,0 +1,77 @@ +"""Pyomo implementation of the facility location benchmark. + +Copyright (c) 2022: Miles Lubin and contributors + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +See https://github.com/jump-dev/JuMPPaperBenchmarks +""" + +import pyomo.environ as pyo +from benchmark_utils import PyomoBenchmark + + +class Bench(PyomoBenchmark): + def build(self): + if isinstance(self.size, int): + G = F = self.size + else: + G, F = self.size + + model = pyo.ConcreteModel() + model.G = G + model.F = F + model.Grid = pyo.RangeSet(0, model.G) + model.Facs = pyo.RangeSet(1, model.F) + model.Dims = pyo.RangeSet(1, 2) + model.y = pyo.Var(model.Facs, model.Dims, bounds=(0.0, 1.0)) + model.s = pyo.Var(model.Grid, model.Grid, model.Facs, bounds=(0.0, None)) + model.z = pyo.Var(model.Grid, model.Grid, model.Facs, within=pyo.Binary) + model.r = pyo.Var(model.Grid, model.Grid, model.Facs, model.Dims) + model.d = pyo.Var() + model.obj = pyo.Objective(expr=1.0 * model.d) + + model.assmt = pyo.Constraint( + model.Grid, + model.Grid, + rule=lambda mod, i, j: sum([mod.z[i, j, f] for f in mod.Facs]) == 1, + ) + M = 2 * 1.414 + + model.quadrhs = pyo.Constraint( + model.Grid, + model.Grid, + model.Facs, + rule=lambda mod, i, j, f: mod.s[i, j, f] + == mod.d + M * (1 - mod.z[i, j, f]), + ) + + model.quaddistk1 = pyo.Constraint( + model.Grid, + model.Grid, + model.Facs, + rule=lambda mod, i, j, f: mod.r[i, j, f, 1] + == (1.0 * i) / mod.G - mod.y[f, 1], + ) + + model.quaddistk2 = pyo.Constraint( + model.Grid, + model.Grid, + model.Facs, + rule=lambda mod, i, j, f: mod.r[i, j, f, 2] + == (1.0 * j) / mod.G - mod.y[f, 2], + ) + + model.quaddist = pyo.Constraint( + model.Grid, + model.Grid, + model.Facs, + rule=lambda mod, i, j, f: mod.r[i, j, f, 1] ** 2 + mod.r[i, j, f, 2] ** 2 + <= mod.s[i, j, f] ** 2, + ) + + return model + + +if __name__ == "__main__": + Bench("gurobi", 5).run() diff --git a/benchmarks/src/facility_location/bm_pyoptinterface.py b/benchmarks/src/facility_location/bm_pyoptinterface.py new file mode 100644 index 00000000..d1b0398f --- /dev/null +++ b/benchmarks/src/facility_location/bm_pyoptinterface.py @@ -0,0 +1,64 @@ +"""PyOptInterface implementation of the facility location benchmark. + +Copyright (c) 2023: Yue Yang +https://github.com/metab0t/PyOptInterface_benchmark + +Use of this source code is governed by an MIT-style license that can be found +in the LICENSE.md file or at https://opensource.org/licenses/MIT. +""" + +import numpy as np +import pyoptinterface as poi +from benchmark_utils import PyOptInterfaceBenchmark + + +class Bench(PyOptInterfaceBenchmark): + def build(self): + if isinstance(self.size, int): + G = F = self.size + else: + G, F = self.size + + m = self.create_model() + # Create variables + y = add_ndarray_variable(m, (F, 2), lb=0.0, ub=1.0) + s = add_ndarray_variable(m, (G + 1, G + 1, F), lb=0.0) + z = add_ndarray_variable(m, (G + 1, G + 1, F), domain=poi.VariableDomain.Binary) + r = add_ndarray_variable(m, (G + 1, G + 1, F, 2)) + d = m.add_variable() + + # Set objective + m.set_objective(d * 1.0) + + # Add constraints + for i in range(G + 1): + for j in range(G + 1): + expr = poi.quicksum(z[i, j, :]) + m.add_linear_constraint(expr, poi.Eq, 1.0) + + M = 2 * 1.414 + for i in range(G + 1): + for j in range(G + 1): + for f in range(F): + expr = s[i, j, f] - d - M * (1 - z[i, j, f]) + m.add_linear_constraint(expr, poi.Eq, 0.0) + expr = r[i, j, f, 0] - i / G + y[f, 0] + m.add_linear_constraint(expr, poi.Eq, 0.0) + expr = r[i, j, f, 1] - j / G + y[f, 1] + m.add_linear_constraint(expr, poi.Eq, 0.0) + m.add_second_order_cone_constraint( + [s[i, j, f], r[i, j, f, 0], r[i, j, f, 1]] + ) + return m + + +def add_ndarray_variable(m, shape, **kwargs): + array = np.empty(shape, dtype=object) + array_flat = array.flat + for i in range(array.size): + array_flat[i] = m.add_variable(**kwargs) + return array + + +if __name__ == "__main__": + Bench("gurobi", 5).run() diff --git a/benchmarks/src/facility_location/test.py b/benchmarks/src/facility_location/test.py new file mode 100644 index 00000000..75e924cc --- /dev/null +++ b/benchmarks/src/facility_location/test.py @@ -0,0 +1,44 @@ +"""Tests for the facility location benchmark.""" + +import pytest + +from .bm_cvxpy import Bench as CvxpyBenchmark +from .bm_gurobipy import Bench as GurobiBenchmark +from .bm_pyoframe import Bench as PyoframeBenchmark +from .bm_pyomo import Bench as PyomoBenchmark +from .bm_pyoptinterface import Bench as PyOptInterfaceBenchmark + +TEST_TOL = 1e-6 + + +@pytest.mark.parametrize( + "bench_cls", + [ + CvxpyBenchmark, + GurobiBenchmark, + PyOptInterfaceBenchmark, + PyoframeBenchmark, + PyomoBenchmark, + ], + ids=lambda cls: cls.__bases__[0].__name__, +) +@pytest.mark.parametrize( + "size", + [ + ((4, 3), 0.4999993524133264), + (3, 0.4999993524133264), + (2, 0.5590167218381955), + ((3, 4), 0.23570226039551578), + ], + ids=lambda s: str(s[0]), +) +def test_benchmark_objectives(bench_cls, size): + size, expected_obj = size + bench = bench_cls("gurobi", size, block_solver=False) + bench.run() + objective_value = bench.get_objective() + assert objective_value == pytest.approx(expected_obj, abs=TEST_TOL) + + +if __name__ == "__main__": + pytest.main([__file__])