✨ makefile and readme polished

Author: jmeisele

.env.example

@@ -1,2 +1,7 @@
+<<<<<<< HEAD
 DEFAULT_MODEL_PATH=./sample_model/lin_reg_california_housing_model.joblib
-IS_DEBUG=False
+IS_DEBUG=False
+=======
+IS_DEBUG=False
+DEFAULT_MODEL_PATH=./sample_model/lin_reg_california_housing_model.joblib
+>>>>>>> 196fc321687e41c88678289d8adbfebc7872dd65

README.md

@@ -10,35 +10,32 @@ To experiment and get a feeling on how to use this scaffolding, a sample regress
 
 Python 3.6+
 
-## Installation
-Install the required packages in your local environment (ideally virtualenv, conda, etc.).
+## Installation/Setup
+Makefile provided to get you up and going quickly.
 ```bash
-pip install -r requirements
-``` 
-
-
-## Setup
-1. Duplicate the `.env.example` file and rename it to `.env` 
-
-
-2. In the `.env` file configure the `API_KEY` entry. The key is used for authenticating our API. <br>
-   A sample API key can be generated using Python REPL:
-```python
-import uuid
-print(str(uuid.uuid4()))
+make setup
 ```
 
 ## Run It
-
 1. Start your  app with: 
 ```bash
-uvicorn fastapi_scaffolding.main:app
+poetry run uvicorn app.main:app
 ```
 
 2. Go to [http://localhost:8000/docs](http://localhost:8000/docs).
 
-3. Click `Authorize` and enter the API key as created in the Setup step.
-![Authroization](./docs/authorize.png)
-   
-4. You can use the sample payload from the `docs/sample_payload.json` file when trying out the house price prediction model using the API.
+3. You can use the sample payload from the `docs/sample_payload.json` file when trying out the house price prediction model using the API.
    ![Prediction with example payload](./docs/sample_payload.png)
+
+
+## Testing
+Makefile provided to provide test suite.
+```bash
+make test
+```
+
+## Linting & Formatting
+Makefile provided to provide linting & formatting suite.
+```bash
+make format
+```

app/api/routes/prediction.py

@@ -1,8 +1,6 @@
-from fastapi import APIRouter, Depends
+from fastapi import APIRouter
 from starlette.requests import Request
 
-from app.core import security
-
 # Incoming payload data model
 from app.data_models.payload import HousePredictionPayload
 
@@ -18,11 +16,8 @@
 @router.post("/predict", response_model=HousePredictionResult, name="predict")
 def post_predict(
     request: Request,
-    authenticated: bool = Depends(security.validate_request),
     block_data: HousePredictionPayload = None,
 ) -> HousePredictionResult:
-
     model: HousePriceModel = request.app.state.model
     prediction: HousePredictionResult = model.predict(block_data)
-
     return prediction

app/core/config.py

@@ -7,6 +7,5 @@
 
 config = Config(".env.example")
 
-# API_KEY: Secret = config("API_KEY", cast=Secret)
 IS_DEBUG: bool = config("IS_DEBUG", cast=bool, default=False)
 DEFAULT_MODEL_PATH: str = config("DEFAULT_MODEL_PATH")

app/core/security.py

@@ -9,7 +9,6 @@ def get_app() -> FastAPI:
     """FastAPI app controller"""
     fast_app = FastAPI(title=APP_NAME, version=APP_VERSION, debug=IS_DEBUG)
     fast_app.include_router(api_router, prefix=API_PREFIX)
-
     fast_app.add_event_handler("startup", start_app_handler(fast_app))
     fast_app.add_event_handler("shutdown", stop_app_handler(fast_app))
 

app/main.py

@@ -1,15 +1,176 @@
-click==7.1.2
-fastapi==0.58.0
-h11==0.9.0
-httptools==0.1.1
-joblib==0.15.1
-loguru==0.5.1
-numpy==1.19.0
-pydantic==1.5.1
-scikit-learn==0.23.1
-scipy==1.5.0
-starlette==0.13.4
-threadpoolctl==2.1.0
-uvicorn==0.11.7
-uvloop==0.14.0
-websockets==8.1
+aiocontextvars==0.2.2; python_version < "3.7" and python_version >= "3.5" \
+    --hash=sha256:885daf8261818767d8f7cbd79f9d4482d118f024b6586ef6e67980236a27bfa3 \
+    --hash=sha256:f027372dc48641f683c559f247bd84962becaacdc9ba711d583c3871fb5652aa
+click==7.1.2; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc \
+    --hash=sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a
+colorama==0.4.4; python_version >= "3.5" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.5" and python_full_version >= "3.5.0" \
+    --hash=sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2 \
+    --hash=sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b
+contextvars==2.4; python_version < "3.7" and python_version >= "3.5" \
+    --hash=sha256:f38c908aaa59c14335eeea12abea5f443646216c4e29380d7bf34d2018e2c39e
+dataclasses==0.8; python_version >= "3.6" and python_version < "3.7" and python_full_version >= "3.6.1" \
+    --hash=sha256:0201d89fa866f68c8ebd9d08ee6ff50c0b255f8ec63a71c16fda7af82bb887bf \
+    --hash=sha256:8479067f342acf957dc82ec415d355ab5edb7e7646b90dc6e2fd1d96ad084c97
+fastapi==0.63.0; python_version >= "3.6" \
+    --hash=sha256:98d8ea9591d8512fdadf255d2a8fa56515cdd8624dca4af369da73727409508e \
+    --hash=sha256:63c4592f5ef3edf30afa9a44fa7c6b7ccb20e0d3f68cd9eba07b44d552058dcb
+h11==0.12.0; python_version >= "3.6" \
+    --hash=sha256:36a3cb8c0a032f56e2da7084577878a035d3b61d104230d4bd49c0c6b555a9c6 \
+    --hash=sha256:47222cb6067e4a307d535814917cd98fd0a57b6788ce715755fa2b6c28b56042
+immutables==0.15; python_version < "3.7" and python_version >= "3.5" \
+    --hash=sha256:6728f4392e3e8e64b593a5a0cd910a1278f07f879795517e09f308daed138631 \
+    --hash=sha256:f0836cd3bdc37c8a77b192bbe5f41dbcc3ce654db048ebbba89bdfe6db7a1c7a \
+    --hash=sha256:8703d8abfd8687932f2a05f38e7de270c3a6ca3bd1c1efb3c938656b3f2f985a \
+    --hash=sha256:b8ad986f9b532c026f19585289384b0769188fcb68b37c7f0bd0df9092a6ca54 \
+    --hash=sha256:6f117d9206165b9dab8fd81c5129db757d1a044953f438654236ed9a7a4224ae \
+    --hash=sha256:b75ade826920c4e490b1bb14cf967ac14e61eb7c5562161c5d7337d61962c226 \
+    --hash=sha256:b7e13c061785e34f73c4f659861f1b3e4a5fd918e4395c84b21c4e3d449ebe27 \
+    --hash=sha256:3035849accee4f4e510ed7c94366a40e0f5fef9069fbe04a35f4787b13610a4a \
+    --hash=sha256:b04fa69174e0c8f815f9c55f2a43fc9e5a68452fab459a08e904a74e8471639f \
+    --hash=sha256:141c2e9ea515a3a815007a429f0b47a578ebeb42c831edaec882a245a35fffca \
+    --hash=sha256:cbe8c64640637faa5535d539421b293327f119c31507c33ca880bd4f16035eb6 \
+    --hash=sha256:a0a4e4417d5ef4812d7f99470cd39347b58cb927365dd2b8da9161040d260db0 \
+    --hash=sha256:3b15c08c71c59e5b7c2470ef949d49ff9f4263bb77f488422eaa157da84d6999 \
+    --hash=sha256:2283a93c151566e6830aee0e5bee55fc273455503b43aa004356b50f9182092b \
+    --hash=sha256:3713ab1ebbb6946b7ce1387bb9d1d7f5e09c45add58c2a2ee65f963c171e746b
+joblib==1.0.1; python_version >= "3.6" \
+    --hash=sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5 \
+    --hash=sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7
+loguru==0.5.3; python_version >= "3.5" \
+    --hash=sha256:f8087ac396b5ee5f67c963b495d615ebbceac2796379599820e324419d53667c \
+    --hash=sha256:b28e72ac7a98be3d28ad28570299a393dfcd32e5e3f6a353dec94675767b6319
+numpy==1.19.5; python_version >= "3.6" \
+    --hash=sha256:cc6bd4fd593cb261332568485e20a0712883cf631f6f5e8e86a52caa8b2b50ff \
+    --hash=sha256:aeb9ed923be74e659984e321f609b9ba54a48354bfd168d21a2b072ed1e833ea \
+    --hash=sha256:8b5e972b43c8fc27d56550b4120fe6257fdc15f9301914380b27f74856299fea \
+    --hash=sha256:43d4c81d5ffdff6bae58d66a3cd7f54a7acd9a0e7b18d97abb255defc09e3140 \
+    --hash=sha256:a4646724fba402aa7504cd48b4b50e783296b5e10a524c7a6da62e4a8ac9698d \
+    --hash=sha256:2e55195bc1c6b705bfd8ad6f288b38b11b1af32f3c8289d6c50d47f950c12e76 \
+    --hash=sha256:39b70c19ec771805081578cc936bbe95336798b7edf4732ed102e7a43ec5c07a \
+    --hash=sha256:dbd18bcf4889b720ba13a27ec2f2aac1981bd41203b3a3b27ba7a33f88ae4827 \
+    --hash=sha256:603aa0706be710eea8884af807b1b3bc9fb2e49b9f4da439e76000f3b3c6ff0f \
+    --hash=sha256:cae865b1cae1ec2663d8ea56ef6ff185bad091a5e33ebbadd98de2cfa3fa668f \
+    --hash=sha256:36674959eed6957e61f11c912f71e78857a8d0604171dfd9ce9ad5cbf41c511c \
+    --hash=sha256:06fab248a088e439402141ea04f0fffb203723148f6ee791e9c75b3e9e82f080 \
+    --hash=sha256:6149a185cece5ee78d1d196938b2a8f9d09f5a5ebfbba66969302a778d5ddd1d \
+    --hash=sha256:50a4a0ad0111cc1b71fa32dedd05fa239f7fb5a43a40663269bb5dc7877cfd28 \
+    --hash=sha256:d051ec1c64b85ecc69531e1137bb9751c6830772ee5c1c426dbcfe98ef5788d7 \
+    --hash=sha256:a12ff4c8ddfee61f90a1633a4c4afd3f7bcb32b11c52026c92a12e1325922d0d \
+    --hash=sha256:cf2402002d3d9f91c8b01e66fbb436a4ed01c6498fffed0e4c7566da1d40ee1e \
+    --hash=sha256:1ded4fce9cfaaf24e7a0ab51b7a87be9038ea1ace7f34b841fe3b6894c721d1c \
+    --hash=sha256:012426a41bc9ab63bb158635aecccc7610e3eff5d31d1eb43bc099debc979d94 \
+    --hash=sha256:759e4095edc3c1b3ac031f34d9459fa781777a93ccc633a472a5468587a190ff \
+    --hash=sha256:a9d17f2be3b427fbb2bce61e596cf555d6f8a56c222bd2ca148baeeb5e5c783c \
+    --hash=sha256:99abf4f353c3d1a0c7a5f27699482c987cf663b1eac20db59b8c7b061eabd7fc \
+    --hash=sha256:384ec0463d1c2671170901994aeb6dce126de0a95ccc3976c43b0038a37329c2 \
+    --hash=sha256:811daee36a58dc79cf3d8bdd4a490e4277d0e4b7d103a001a4e73ddb48e7e6aa \
+    --hash=sha256:c843b3f50d1ab7361ca4f0b3639bf691569493a56808a0b0c54a051d260b7dbd \
+    --hash=sha256:d6631f2e867676b13026e2846180e2c13c1e11289d67da08d71cacb2cd93d4aa \
+    --hash=sha256:7fb43004bce0ca31d8f13a6eb5e943fa73371381e53f7074ed21a4cb786c32f8 \
+    --hash=sha256:2ea52bd92ab9f768cc64a4c3ef8f4b2580a17af0a5436f6126b08efbd1838371 \
+    --hash=sha256:400580cbd3cff6ffa6293df2278c75aef2d58d8d93d3c5614cd67981dae68ceb \
+    --hash=sha256:df609c82f18c5b9f6cb97271f03315ff0dbe481a2a02e56aeb1b1a985ce38e60 \
+    --hash=sha256:ab83f24d5c52d60dbc8cd0528759532736b56db58adaa7b5f1f76ad551416a1e \
+    --hash=sha256:0eef32ca3132a48e43f6a0f5a82cb508f22ce5a3d6f67a8329c81c8e226d3f6e \
+    --hash=sha256:a0d53e51a6cb6f0d9082decb7a4cb6dfb33055308c4c44f53103c073f649af73 \
+    --hash=sha256:a76f502430dd98d7546e1ea2250a7360c065a5fdea52b2dffe8ae7180909b6f4
+pydantic==1.8.1; python_full_version >= "3.6.1" and python_version >= "3.6" \
+    --hash=sha256:0c40162796fc8d0aa744875b60e4dc36834db9f2a25dbf9ba9664b1915a23850 \
+    --hash=sha256:fff29fe54ec419338c522b908154a2efabeee4f483e48990f87e189661f31ce3 \
+    --hash=sha256:fbfb608febde1afd4743c6822c19060a8dbdd3eb30f98e36061ba4973308059e \
+    --hash=sha256:eb8ccf12295113ce0de38f80b25f736d62f0a8d87c6b88aca645f168f9c78771 \
+    --hash=sha256:20d42f1be7c7acc352b3d09b0cf505a9fab9deb93125061b376fbe1f06a5459f \
+    --hash=sha256:dde4ca368e82791de97c2ec019681ffb437728090c0ff0c3852708cf923e0c7d \
+    --hash=sha256:3bbd023c981cbe26e6e21c8d2ce78485f85c2e77f7bab5ec15b7d2a1f491918f \
+    --hash=sha256:830ef1a148012b640186bf4d9789a206c56071ff38f2460a32ae67ca21880eb8 \
+    --hash=sha256:fb77f7a7e111db1832ae3f8f44203691e15b1fa7e5a1cb9691d4e2659aee41c4 \
+    --hash=sha256:3bcb9d7e1f9849a6bdbd027aabb3a06414abd6068cb3b21c49427956cce5038a \
+    --hash=sha256:2287ebff0018eec3cc69b1d09d4b7cebf277726fa1bd96b45806283c1d808683 \
+    --hash=sha256:4bbc47cf7925c86a345d03b07086696ed916c7663cb76aa409edaa54546e53e2 \
+    --hash=sha256:6388ef4ef1435364c8cc9a8192238aed030595e873d8462447ccef2e17387125 \
+    --hash=sha256:dd4888b300769ecec194ca8f2699415f5f7760365ddbe243d4fd6581485fa5f0 \
+    --hash=sha256:8fbb677e4e89c8ab3d450df7b1d9caed23f254072e8597c33279460eeae59b99 \
+    --hash=sha256:2f2736d9a996b976cfdfe52455ad27462308c9d3d0ae21a2aa8b4cd1a78f47b9 \
+    --hash=sha256:3114d74329873af0a0e8004627f5389f3bb27f956b965ddd3e355fe984a1789c \
+    --hash=sha256:258576f2d997ee4573469633592e8b99aa13bda182fcc28e875f866016c8e07e \
+    --hash=sha256:c17a0b35c854049e67c68b48d55e026c84f35593c66d69b278b8b49e2484346f \
+    --hash=sha256:e8bc082afef97c5fd3903d05c6f7bb3a6af9fc18631b4cc9fedeb4720efb0c58 \
+    --hash=sha256:e3f8790c47ac42549dc8b045a67b0ca371c7f66e73040d0197ce6172b385e520 \
+    --hash=sha256:26cf3cb2e68ec6c0cfcb6293e69fb3450c5fd1ace87f46b64f678b0d29eac4c3
+scikit-learn==0.24.2; python_version >= "3.6" \
+    --hash=sha256:d14701a12417930392cd3898e9646cf5670c190b933625ebe7511b1f7d7b8736 \
+    --hash=sha256:d5bf9c863ba4717b3917b5227463ee06860fc43931dc9026747de416c0a10fee \
+    --hash=sha256:5beaeb091071625e83f5905192d8aecde65ba2f26f8b6719845bbf586f7a04a1 \
+    --hash=sha256:06ffdcaaf81e2a3b1b50c3ac6842cfb13df2d8b737d61f64643ed61da7389cde \
+    --hash=sha256:fec42690a2eb646b384eafb021c425fab48991587edb412d4db77acc358b27ce \
+    --hash=sha256:5ff3e4e4cf7592d36541edec434e09fb8ab9ba6b47608c4ffe30c9038d301897 \
+    --hash=sha256:3cbd734e1aefc7c5080e6b6973fe062f97c26a1cdf1a991037ca196ce1c8f427 \
+    --hash=sha256:f74429a07fedb36a03c159332b914e6de757176064f9fed94b5f79ebac07d913 \
+    --hash=sha256:dd968a174aa82f3341a615a033fa6a8169e9320cbb46130686562db132d7f1f0 \
+    --hash=sha256:49ec0b1361da328da9bb7f1a162836028e72556356adeb53342f8fae6b450d47 \
+    --hash=sha256:f18c3ed484eeeaa43a0d45dc2efb4d00fc6542ccdcfa2c45d7b635096a2ae534 \
+    --hash=sha256:cdf24c1b9bbeb4936456b42ac5bd32c60bb194a344951acb6bfb0cddee5439a4 \
+    --hash=sha256:d177fe1ff47cc235942d628d41ee5b1c6930d8f009f1a451c39b5411e8d0d4cf \
+    --hash=sha256:f3ec00f023d84526381ad0c0f2cff982852d035c921bbf8ceb994f4886c00c64 \
+    --hash=sha256:ae19ac105cf7ce8c205a46166992fdec88081d6e783ab6e38ecfbe45729f3c39 \
+    --hash=sha256:f0ed4483c258fb23150e31b91ea7d25ff8495dba108aea0b0d4206a777705350 \
+    --hash=sha256:39b7e3b71bcb1fe46397185d6c1a5db1c441e71c23c91a31e7ad8cc3f7305f9a \
+    --hash=sha256:90a297330f608adeb4d2e9786c6fda395d3150739deb3d42a86d9a4c2d15bc1d \
+    --hash=sha256:f1d2108e770907540b5248977e4cff9ffaf0f73d0d13445ee938df06ca7579c6 \
+    --hash=sha256:1eec963fe9ffc827442c2e9333227c4d49749a44e592f305398c1db5c1563393 \
+    --hash=sha256:2db429090b98045d71218a9ba913cc9b3fe78e0ba0b6b647d8748bc6d5a44080 \
+    --hash=sha256:62214d2954377fcf3f31ec867dd4e436df80121e7a32947a0b3244f58f45e455 \
+    --hash=sha256:8fac72b9688176922f9f54fda1ba5f7ffd28cbeb9aad282760186e8ceba9139a \
+    --hash=sha256:ae426e3a52842c6b6d77d00f906b6031c8c2cfdfabd6af7511bb4bc9a68d720e \
+    --hash=sha256:038f4e9d6ef10e1f3fe82addc3a14735c299866eb10f2c77c090410904828312 \
+    --hash=sha256:48f273836e19901ba2beecd919f7b352f09310ce67c762f6e53bc6b81cacf1f0 \
+    --hash=sha256:a2a47449093dcf70babc930beba2ca0423cb7df2fa5fd76be5260703d67fa574 \
+    --hash=sha256:0e71ce9c7cbc20f6f8b860107ce15114da26e8675238b4b82b7e7cd37ca0c087 \
+    --hash=sha256:2754c85b2287333f9719db7f23fb7e357f436deed512db3417a02bf6f2830aa5 \
+    --hash=sha256:7be1b88c23cfac46e06404582215a917017cd2edaa2e4d40abe6aaff5458f24b \
+    --hash=sha256:4e6198675a6f9d333774671bd536668680eea78e2e81c0b19e57224f58d17f37 \
+    --hash=sha256:cbdb0b3db99dd1d5f69d31b4234367d55475add31df4d84a3bd690ef017b55e2 \
+    --hash=sha256:40556bea1ef26ef54bc678d00cf138a63069144a0b5f3a436eecd8f3468b903e
+scipy==1.5.4; python_version >= "3.6" \
+    --hash=sha256:4f12d13ffbc16e988fa40809cbbd7a8b45bc05ff6ea0ba8e3e41f6f4db3a9e47 \
+    --hash=sha256:a254b98dbcc744c723a838c03b74a8a34c0558c9ac5c86d5561703362231107d \
+    --hash=sha256:368c0f69f93186309e1b4beb8e26d51dd6f5010b79264c0f1e9ca00cd92ea8c9 \
+    --hash=sha256:4598cf03136067000855d6b44d7a1f4f46994164bcd450fb2c3d481afc25dd06 \
+    --hash=sha256:e98d49a5717369d8241d6cf33ecb0ca72deee392414118198a8e5b4c35c56340 \
+    --hash=sha256:65923bc3809524e46fb7eb4d6346552cbb6a1ffc41be748535aa502a2e3d3389 \
+    --hash=sha256:9ad4fcddcbf5dc67619379782e6aeef41218a79e17979aaed01ed099876c0e62 \
+    --hash=sha256:f87b39f4d69cf7d7529d7b1098cb712033b17ea7714aed831b95628f483fd012 \
+    --hash=sha256:25b241034215247481f53355e05f9e25462682b13bd9191359075682adcd9554 \
+    --hash=sha256:fa789583fc94a7689b45834453fec095245c7e69c58561dc159b5d5277057e4c \
+    --hash=sha256:d6d25c41a009e3c6b7e757338948d0076ee1dd1770d1c09ec131f11946883c54 \
+    --hash=sha256:2c872de0c69ed20fb1a9b9cf6f77298b04a26f0b8720a5457be08be254366c6e \
+    --hash=sha256:e360cb2299028d0b0d0f65a5c5e51fc16a335f1603aa2357c25766c8dab56938 \
+    --hash=sha256:3397c129b479846d7eaa18f999369a24322d008fac0782e7828fa567358c36ce \
+    --hash=sha256:168c45c0c32e23f613db7c9e4e780bc61982d71dcd406ead746c7c7c2f2004ce \
+    --hash=sha256:213bc59191da2f479984ad4ec39406bf949a99aba70e9237b916ce7547b6ef42 \
+    --hash=sha256:634568a3018bc16a83cda28d4f7aed0d803dd5618facb36e977e53b2df868443 \
+    --hash=sha256:b03c4338d6d3d299e8ca494194c0ae4f611548da59e3c038813f1a43976cb437 \
+    --hash=sha256:3d5db5d815370c28d938cf9b0809dade4acf7aba57eaf7ef733bfedc9b2474c4 \
+    --hash=sha256:6b0ceb23560f46dd236a8ad4378fc40bad1783e997604ba845e131d6c680963e \
+    --hash=sha256:ed572470af2438b526ea574ff8f05e7f39b44ac37f712105e57fc4d53a6fb660 \
+    --hash=sha256:8c8d6ca19c8497344b810b0b0344f8375af5f6bb9c98bd42e33f747417ab3f57 \
+    --hash=sha256:d84cadd7d7998433334c99fa55bcba0d8b4aeff0edb123b2a1dfcface538e474 \
+    --hash=sha256:cc1f78ebc982cd0602c9a7615d878396bec94908db67d4ecddca864d049112f2 \
+    --hash=sha256:4a453d5e5689de62e5d38edf40af3f17560bfd63c9c5bd228c18c1f99afa155b
+starlette==0.13.6; python_version >= "3.6" \
+    --hash=sha256:bd2ffe5e37fb75d014728511f8e68ebf2c80b0fa3d04ca1479f4dc752ae31ac9 \
+    --hash=sha256:ebe8ee08d9be96a3c9f31b2cb2a24dbdf845247b745664bd8a3f9bd0c977fdbc
+threadpoolctl==2.1.0; python_version >= "3.6" \
+    --hash=sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725 \
+    --hash=sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b
+typing-extensions==3.10.0.0; python_full_version >= "3.6.1" and python_version >= "3.6" and python_version < "3.8" \
+    --hash=sha256:0ac0f89795dd19de6b97debb0c6af1c70987fd80a2d62d1958f7e56fcc31b497 \
+    --hash=sha256:779383f6086d90c99ae41cf0ff39aac8a7937a9283ce0a414e5dd782f4c94a84 \
+    --hash=sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342
+uvicorn==0.13.4 \
+    --hash=sha256:7587f7b08bd1efd2b9bad809a3d333e972f1d11af8a5e52a9371ee3a5de71524 \
+    --hash=sha256:3292251b3c7978e8e4a7868f4baf7f7f7bb7e40c759ecc125c37e99cdea34202
+win32-setctime==1.0.3; sys_platform == "win32" and python_version >= "3.5" \
+    --hash=sha256:dc925662de0a6eb987f0b01f599c01a8236cb8c62831c22d9cada09ad958243e \
+    --hash=sha256:4e88556c32fdf47f64165a2180ba4552f8bb32c1103a2fafd05723a0bd42bd4b

requirements.txt

@@ -2,7 +2,6 @@
 from starlette.config import environ
 from starlette.testclient import TestClient
 
-environ["API_KEY"] = "a1279d26-63ac-41f1-8266-4ef3702ad7cb"
 environ["DEFAULT_MODEL_PATH"] = "./sample_model/lin_reg_california_housing_model.joblib"
 
 from app.main import get_app  # noqa: E402