From e0f43d73eb0e5f3df12c08667e49c808943d58f5 Mon Sep 17 00:00:00 2001 From: Aidan McConnel-Trevilion Date: Mon, 7 Mar 2022 16:34:34 +0000 Subject: [PATCH 01/18] First Commit --- pixtools/clusters/unit_depths.py | 6 +- .../FullAnalysis/.vscode/settings.json | 3 + .../FullAnalysis/CI_Analysis.py | 132 ++++++ .../FullAnalysis/Figures/DepthVR59.png | Bin 0 -> 69874 bytes .../Figures/Noise_Reaching_Task.pdf | Bin 0 -> 14000 bytes .../VR46_211024_deepFiringRates_CI95.png | Bin 0 -> 167906 bytes .../VR46_211024_shallowFiringRates_CI95.png | Bin 0 -> 89658 bytes .../Figures/VR50_Noise_SD_Clustering.png | Bin 0 -> 36665 bytes .../Figures/VR59 Noise_Stripplot.png | Bin 0 -> 25754 bytes .../Figures/VR59 Noise_Stripplot_Depth.png | Bin 0 -> 41786 bytes .../Figures/VR59_220217_RasterLR.png | Bin 0 -> 882851 bytes .../VR59_220217_Spikerates_CorrectToLED.png | Bin 0 -> 515184 bytes .../Figures/VR59_220218_RasterLR.png | Bin 0 -> 716502 bytes .../VR59_220218_Spikerates_CorrectToLED.png | Bin 0 -> 454391 bytes .../Figures/noise_for_all_recordings.pdf | Bin 0 -> 14102 bytes .../VR46_SpikeRate_ShallowDeep.py | 72 ++++ projects/Aidan_Analysis/FullAnalysis/base.py | 37 ++ .../FullAnalysis/channeldepth.py | 22 + .../firingrate_histogram_toLEDOFF.py | 104 +++++ .../Aidan_Analysis/FullAnalysis/functions.py | 376 ++++++++++++++++++ .../Aidan_Analysis/FullAnalysis/noisebase.py | 51 +++ .../noiseplot_By_Channel_Stripplot.py | 104 +++++ .../FullAnalysis/noiseplot_SD_Clustering.py | 98 +++++ .../Aidan_Analysis/FullAnalysis/params.py | 6 + .../Aidan_Analysis/FullAnalysis/processing.py | 25 ++ .../FullAnalysis/raster_plots_VR59.py | 57 +++ .../Aidan_Analysis/FullAnalysis/rasterbase.py | 165 ++++++++ .../FullAnalysis/rugplotbase.py | 150 +++++++ .../FullAnalysis/spikerate_plots_VR59.py | 48 +++ .../FullAnalysis/unit_depth_plot_VR59.py | 36 ++ .../.spyproject/codestyle.ini | 6 + .../PracticeAnalysis/.spyproject/encoding.ini | 6 + .../PracticeAnalysis/.spyproject/vcs.ini | 7 + .../.spyproject/workspace.ini | 10 + .../PracticeAnalysis/.vscode/launch.json | 15 + .../PracticeAnalysis/.vscode/settings.json | 3 + .../Aidan_Analysis/PracticeAnalysis/base.py | 70 ++++ .../Aidan_Analysis/PracticeAnalysis/plots.py | 58 +++ .../PracticeAnalysis/plotspikerates.py | 61 +++ .../PracticeAnalysis/processing.py | 30 ++ .../PracticeAnalysis/rasterplot.py | 165 ++++++++ .../PracticeAnalysis/rasters.py | 157 ++++++++ .../PracticeAnalysis/spike_rate_plots.py | 45 +++ 43 files changed, 2122 insertions(+), 3 deletions(-) create mode 100644 projects/Aidan_Analysis/FullAnalysis/.vscode/settings.json create mode 100644 projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/DepthVR59.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/Noise_Reaching_Task.pdf create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR46_211024_deepFiringRates_CI95.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR46_211024_shallowFiringRates_CI95.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR50_Noise_SD_Clustering.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR59 Noise_Stripplot.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR59 Noise_Stripplot_Depth.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR59_220217_RasterLR.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR59_220217_Spikerates_CorrectToLED.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR59_220218_RasterLR.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR59_220218_Spikerates_CorrectToLED.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/noise_for_all_recordings.pdf create mode 100644 projects/Aidan_Analysis/FullAnalysis/VR46_SpikeRate_ShallowDeep.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/base.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/channeldepth.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/functions.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/noisebase.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/params.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/processing.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/raster_plots_VR59.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/rasterbase.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/rugplotbase.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/unit_depth_plot_VR59.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/base.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/plots.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/processing.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/rasters.py create mode 100644 projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py diff --git a/pixtools/clusters/unit_depths.py b/pixtools/clusters/unit_depths.py index 4df3881..01ee26d 100644 --- a/pixtools/clusters/unit_depths.py +++ b/pixtools/clusters/unit_depths.py @@ -19,17 +19,17 @@ def unit_depths(exp): for s, session in enumerate(exp): session_depths = {} - + rec_num=0 for rec_num, probe_depth in enumerate(session.get_probe_depth()): rec_depths = {} - rec_info = info[s][rec_num] + rec_info = info[s] id_key = 'id' if 'id' in rec_info else 'cluster_id' # Depends on KS version for unit in rec_info[id_key]: unit_info = rec_info.loc[rec_info[id_key] == unit].iloc[0].to_dict() rec_depths[unit] = probe_depth - unit_info["depth"] - session_depths[rec_num] = pd.DataFrame(rec_depths, index=["depth"]) + session_depths[0] = pd.DataFrame(rec_depths, index=["depth"]) depths.append(pd.concat(session_depths, axis=1, names=["rec_num", "unit"])) diff --git a/projects/Aidan_Analysis/FullAnalysis/.vscode/settings.json b/projects/Aidan_Analysis/FullAnalysis/.vscode/settings.json new file mode 100644 index 0000000..de288e1 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "python.formatting.provider": "black" +} \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py new file mode 100644 index 0000000..23cdb98 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py @@ -0,0 +1,132 @@ +#This script draws a confidence interval comparison between a baseline and some event. This is calculated as baseline - average firing rate +#Will use a modified version of a preexisting function in base.py (align_spike_rate_CI) +#Import required packages +from argparse import Action +import sys +from tokenize import group +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +from pandas import melt +import seaborn as sns +from textwrap import wrap + +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #use the local copy of base.py +from base import * + +#First select units to analyse +units = myexp.select_units( + group="good", + max_depth=3500, + name="unit" +) +#Now let us run the align spike rate CI and save this as CIs + +CIs = myexp.get_aligned_spike_rate_CI( + label=ActionLabels.correct_left | ActionLabels.correct_right, + event=Events.led_off, + start=-0.400, #Start the analysis 400ms before LED turns off + step=0.400, #Make this analysis in one step, not looking after or before + end=0.000, #Finish the analysis for each unit when the grasp is made + + bl_label=ActionLabels.correct_left | ActionLabels.correct_right, + bl_event=Events.led_on, #The baseline will examine the ITI (i.e., time before the trial began) + bl_start=-5.000, + bl_end=0.000, + + ss=20, #The size of each sample to take + CI=95, #Confidence interval to analyse to + bs=10000, #The number of times to take a pseudorandom sample for bootstrapping + units=units +) + +#Also create a dataset containing only values that do not straddle zero. +#Could check if first and last percentile are different from zero +#cis[0] > 0 or cis[-1] < 0 - if true then suggests significance! +#Will be easier if this is in wide form, can simply take it by column + +#First will iterate through the sessions for CI +#Remember the indexes are as follows: +#Session, Unit, rec_num (always zero), percentile (2.5, 50, or 97.5) + +def significance_extraction(CI): + """ + This function takes the output of the get_aligned_spike_rate_CI function and extracts any significant values, returning a dataframe in the same format. + + CI: The dataframe created by the CI calculation previously mentioned + + """ + + sig = [] + keys=[] + rec_num = 0 + + #This loop iterates through each column, storing the data as un, and the location as s + for s, unit in CI.items(): + #Now iterate through each recording, and unit + #Take any significant values and append them to lists. + if unit.loc[2.5] > 0 or unit.loc[97.5] < 0: + sig.append(unit) #Append the percentile information for this column to a list + keys.append(s) #append the information containing the point at which the iteration currently stands + + + #Now convert this list to a dataframe, using the information stored in the keys list to index it + sigs = pd.concat( + sig, axis = 1, copy = False, + keys=keys, + names=["session", "unit", "rec_num"] + ) + + return sigs + +sigs = significance_extraction(CIs) + +#Now we have successfully derived confidence intervals, we may plot these as a scatter for each unit, with a line denoting the critical point +CIs_l_sig=sigs.reset_index().melt("percentile").sort_values("value", ascending=False) #Convert the dataframe to long form, then order by value increasing +CIs_l_sig = CIs_l_sig.reset_index(drop=True) + +for s, session in enumerate(myexp): + name = session.name + + p = sns.stripplot( + x="unit", y = "value", data = CIs_l_sig.loc[(CIs_l_sig.session == s)], hue = "percentile" + ) + p.set_xlabel("Unit") + p.set_ylabel("Confidence Interval") + #p.set(xticklabels=[]) + p.axhline(0) + plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) + + plt.show() + + +#Can also make a pie chart detailing the proportions of the whole collection of units that were signifcant +#Can simply compare the lengths of the unique values in the unit columns of the dataframes +#Why are these exactly half? Run another experimental session to check! + +for s, session in enumerate(myexp): + prop = [] + ses_data = CIs[s] + sig_data = sigs[s].reset_index().melt("percentile").sort_values("value", ascending=False) + sig_data = sig_data.reset_index(drop=True) + + #Get a longform dataframe of all CIs calcluated across units + CIs_long = ses_data.reset_index().melt("percentile").sort_values("value", ascending=False) + CIs_long = ses_data.reset_index(drop=True) + + #Now calculate the proportion of significant to nonsignificant units + #Remember due to the different methods of storage these functions differ + sig_count = len(sig_data.unit.unique()) + nonsig_count = len(ses_data.columns) - sig_count + + prop.append(sig_count) + prop.append(nonsig_count) + + #Now plot a pie chart + plt.pie(prop, labels = ["Significant Units", "Non-significant Units"]) + plt.show() + + + + + diff --git a/projects/Aidan_Analysis/FullAnalysis/Figures/DepthVR59.png 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zfT%yIqwevFEFln+>YSV^@{^{vs^fHLmPPkVAy>DIjNo^ikIi|+_8&hPtv!%RSJ z9}i1ONC2m@u%#$^Q}|0pp)0a36mS1|KYtT|G!D@b@0ORb((I4E!I529^*jwFiY3L7_xM z5lCgY9|*N}gZRqR&4cXbY6tmZCGnDIama;C_VkuPBHjPolJxL$27^EZ>)>M#KAZS^ zl&6CeWM^xC1O!dLF^K-9EPh^&P6%Mh(FovjfBylGiU*t23Hk$rH6H$hNWWodVBmnB zt%6~I6<-a*0#CdehJ&}`s@Zfr zu>Z;pkn)d=@UZ7wJysfa1gr27@&C+0K!YR8s(u7Ki1t>)q(KD?l20c)+HP;v0=z{T+d!fQ^SY+186pF&$_u O3WY%k390T^L;N3PTItCE literal 0 HcmV?d00001 diff --git a/projects/Aidan_Analysis/FullAnalysis/VR46_SpikeRate_ShallowDeep.py b/projects/Aidan_Analysis/FullAnalysis/VR46_SpikeRate_ShallowDeep.py new file mode 100644 index 0000000..1ad7a8f --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/VR46_SpikeRate_ShallowDeep.py @@ -0,0 +1,72 @@ +#This file shall split 211024_VR46 into two groups by depth, then plot spike firing rate by unit +#First import required packages +import sys +import matplotlib.pyplot as plt + + +from matplotlib.pyplot import figure +from distutils.command.sdist import sdist +from base import * +from textwrap import wrap +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools import spike_rate + + + +#Now select the specific recording to be analysed +ses = myexp.get_session_by_name("211024_VR46") + +#And now split session into two groups +shallow = ses.select_units( + group="good", + max_depth=500, + uncurated=False, + name="shallow" +) + +deep = ses.select_units( + group="good", + min_depth=550, + max_depth=1200, + uncurated=False, + name="deep" +) + +#And then define the hits +hits_s = ses.align_trials( + ActionLabels.correct, + Events.led_on, + "spike_rate", + duration=4, + units=shallow +) + +hits_d = ses.align_trials( + ActionLabels.correct, + Events.led_on, + "spike_rate", + duration=4, + units=deep +) + +#Using these units we may now plot seperate spike rate graphs +#First for shallow + +name=ses.name +ci = 95 + +spike_rate.per_unit_spike_rate(hits_s, ci=ci) +plt.suptitle( + "\n".join(wrap(f"Session {name} - per-unit (<500 Depth) across-trials firing rate (aligned to LED on)")), +) + + +#And then for deep units + +spike_rate.per_unit_spike_rate(hits_d, ci=ci) +plt.suptitle( + "\n".join(wrap(f"Session {name} - per-unit (500 < Depth < 1200) across-trials firing rate (aligned to LED on)")), +) + + +plt.show() diff --git a/projects/Aidan_Analysis/FullAnalysis/base.py b/projects/Aidan_Analysis/FullAnalysis/base.py new file mode 100644 index 0000000..83f94ab --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/base.py @@ -0,0 +1,37 @@ +#This file sets up the required data/paths for subsequent data processing +#TODO: add pixtools to path permenantly so I don't have to keep importing from a local copy +#TODO: run files through black to format + +#Package required to change path +from pathlib import Path + +import sys +import numpy as np +import matplotlib.pyplot as plt +import seaborn as sns + +fig_dir = Path("/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures") + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis")#Adds the location of the pixtools folder to the python path +from pixels import Experiment +from pixels.behaviours.reach import Reach, ActionLabels, Events +from pixtools import utils + +# Step 1: Load an experiment +# +# An experiment handles a group of mice that were trained in the same behaviour. It +# stores data and metadata for all included sessions belonging to the list of mice +# provided. The Experiment class is passed the mouse or list of mice, the class +# definition for the behaviour they were trained in (imported from pixels.behaviours), +# and the paths where it can find recording data (the folder containing 'raw', 'interim' +# and 'processed' folders) and training metadata. + +#Will import master data from visuomotor control/neuropixels + +#Import the newly recorded VR59 data, there are three sessions (over three days of recording)! +myexp = Experiment( + "VR46", # This can be a list + Reach, #We want the reach behaviour + '~/duguidlab/visuomotor_control/neuropixels', #Where is the main data saved + '~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON', #Where is the metadata for the recording saved +) diff --git a/projects/Aidan_Analysis/FullAnalysis/channeldepth.py b/projects/Aidan_Analysis/FullAnalysis/channeldepth.py new file mode 100644 index 0000000..731eec6 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/channeldepth.py @@ -0,0 +1,22 @@ +#This file will read in channel depth information from the available metadata +#First import required packages + +from base import * +import probeinterface as pi + +from reach import Session + +#Find the metadata containing the depth of the channels used in the recording +#Remember must index into experiment and then files to find the spike metadata +#Shall create a function to do this +def meta_spikeglx(exp, session): + meta=exp[session].files[0]["spike_meta"] + data_path= myexp[session].find_file(meta) + data=pi.read_spikeglx(data_path) + + return data + + + + + diff --git a/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py b/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py new file mode 100644 index 0000000..55f2975 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py @@ -0,0 +1,104 @@ +#This will plot a figure aligned to LED off with the following features: +#A series of indicators displaying when LED came on across trials for each unit, plotted as a histogram +#The confidence interval for the spike rate. + +#First shall import the required packages +from argparse import Action +import sys +from cv2 import bitwise_and +import matplotlib.pyplot as plt +import pandas as pd +import numpy as np +import seaborn as sns + +from base import * +from rugplotbase import * +from matplotlib.pyplot import figure +from distutils.command.sdist import sdist +from textwrap import wrap + + + + +##Now import the main experimental data. Here all good units from cortex## +unit = myexp.select_units( + group="good", + uncurated=False, + max_depth=1500, + name="cortex" +) + +#Now must align these trials to LED off for the main spike rate data +hits_off = myexp.align_trials( + ActionLabels.correct, + Events.led_off, + "spike_rate", + duration=8, #May need to increase this depending on how far back the LED came on + units=unit +) + +##Now will obtain the data containing time at which the LED turned on and duration## + +#I shall iterate through the trial taking the difference between the event on (LED_on) and event off (LED_off) +#This will give a duration of events and allow plotting +#First iterate through the experimental data, both sessions and get the action labels and events +#Importantly, this will be structured as a function to allow me to run this easily in future + + +##The following function will return the timepoints for the requested event type for a given experiment +# +def event_times(event, myexp): + """ + + This function will give the timepoints for the specified event across experimental sessions + + event: the specific event to search for, must be input within quotes ("") + + myexp: the experiment defined in base.py + + NB: Setting the event to LED_off when the action label is correct (whose start point therefore defines LED_on as zero) will return the DURATION of the event! + """ + times = [] #Give an empty list to store times + + for ses in myexp: + sessiontimepoints=[] #Give an empty list to store this sessions times in before appending to the master list + als = ses.get_action_labels() #Get the action labels for this session + + for rec_num in range(len(als)): #This will run through all recording numbers in the above action label data + actions = als[rec_num][:, 0] + events = als[rec_num][:, 1] + + #Call all trials where the mouse was correct to search + start = np.where(np.bitwise_and(actions, ActionLabels.correct))[0] + + for trial in start: + #Now iterate through these correct trials and return all times for selected event + event_time = np.where(np.bitwise_and(events[trial:trial+10000], getattr(Events, event)))[0] + sessiontimepoints.append(event_time[0]) + + times.append(sessiontimepoints) + + return(times) + + +##Now let us define the event times, and durations for the experiment +led_duration = event_times("led_off", myexp) + + +#Combine these as a dictionary, now have all on times across sessions. Each representing an individual trial +rugdata = {ses.name: pd.DataFrame(led_duration[s]) for s, ses in enumerate(myexp)} + +rugdata=pd.concat(rugdata, axis=1) +rugdata = -rugdata/1000 #Converts the positive values to a negative second, to signify the duration before the LED off + +##Now will plot the base information, combined with a rugplot addition +#To do so, must edit the _plot function, imported from rugplotbase +for s, session in enumerate(myexp): + name=session.name + + per_unit_spike_rate(hits_off[s], rugdata[name], ci="sd") + plt.suptitle( + f"session {name} - per-unit across trial firing rate, aligned to LED on" + ) + +plt.show() diff --git a/projects/Aidan_Analysis/FullAnalysis/functions.py b/projects/Aidan_Analysis/FullAnalysis/functions.py new file mode 100644 index 0000000..955c223 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/functions.py @@ -0,0 +1,376 @@ +from base import * # Import our experiment and metadata needed +import pandas as pd +import numpy as np +import seaborn as sns +import matplotlib.pyplot as plt +import numpy as np +import sys +import random +import probeinterface as pi +from reach import Session +from argparse import Action +from cv2 import bitwise_and +import matplotlib.pyplot as plt + + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools.utils import Subplots2D +from mpl_toolkits.axes_grid1 import make_axes_locatable + + +def _raster(per, data, sample, start, subplots, label): + per_values = data.columns.get_level_values(per).unique() + per_values.values.sort() + + if per == "trial": + data = data.reorder_levels(["trial", "unit"], axis=1) + other = "unit" + else: + other = "trial" + + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values(other).unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + if subplots is None: + subplots = Subplots2D(per_values) + + palette = sns.color_palette("pastel") # Set the colours for the graphs produced + + for i, value in enumerate(per_values): + val_data = data[value][ + sample + ] # Requires I index into the data when assembling plots (see plots.py) + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + p = sns.scatterplot( + data=val_data, + x=0, + y="level_1", + ax=subplots.axes_flat[i], + s=0.5, + legend=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.text( + 0.95, + 0.95, + value, + horizontalalignment="right", + verticalalignment="top", + transform=subplots.axes_flat[i].transAxes, + color="0.3", + ) + p.axvline(c=palette[2], ls="--", linewidth=0.5) + + if not subplots.axes_flat[i].yaxis_inverted(): + subplots.axes_flat[i].invert_yaxis() + + if ( + label + ): # Chane our axis labels, here to trial number and time from the reach (which the data is aligned to!) + to_label = subplots.to_label + to_label.get_yaxis().get_label().set_visible(True) + to_label.set_ylabel("Trial Number") + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xlabel("Time from reach (s)") + + # plot legend subplot + legend = subplots.legend + legend.text( + 0, + 0.9, + "Trial number" if per == "trial" else "Unit ID", + transform=legend.transAxes, + color="0.3", + ) + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor("white") + + return subplots + + +# Using this function we may now plot the graphs we desire! +# First let us define a function to plot spikes per unit + + +def per_unit_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every unit in the given data with trials as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("unit", data, sample, start, subplots, label) + + +# And per trial +def per_trial_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every trial in the given data with units as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("trial", data, sample, start, subplots, label) + + +# Now finally define a function that allows plotting a single unit as a raster +def single_unit_raster(data, ax=None, sample=None, start=0, unit_id=None): + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values("trial").unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + val_data = data[sample] + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + if not ax: + ax = plt.gca() + + p = sns.scatterplot( + data=val_data, + x=0, + y="level_1", + ax=ax, + s=1.5, + legend=None, + edgecolor=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + + palette = sns.color_palette() + p.axvline(c="black", ls="--", linewidth=0.5) + + if not ax.yaxis_inverted(): + ax.invert_yaxis() + + if unit_id is not None: + p.text( + 0.95, + 0.95, + unit_id, + horizontalalignment="right", + verticalalignment="top", + transform=ax.transAxes, + color="0.3", + ) + + +def _plot(level, data, rugdata, ci, subplots, label): + values = data.columns.get_level_values(level).unique() + values.values.sort() + if level == "trial": + data = data.reorder_levels(["trial", "unit"], axis=1) + + # no. units if plotting per trial, no. trials if plotting per unit + num_samples = len(data[values[0]].columns) + + if subplots is None: + subplots = Subplots2D(values) + + palette = sns.color_palette() + + for i, value in enumerate(values): + val_data = data[value].stack().reset_index() + val_data["y"] = val_data[0] + ax = subplots.axes_flat[i] + divider = make_axes_locatable(ax) + + r = sns.rugplot( + ax=ax, + palette=palette, + data=rugdata, + x=rugdata[0], + height=0.1, + legend=False, + expand_margins=True, + ) + r.autoscale(enable=False, tight=False) + + p = sns.lineplot( + data=val_data, + x="time", + y="y", + ci=ci, + ax=ax, + linewidth=0.5, + ) + p.autoscale(enable=True, tight=False) + p.set_yticks([]) + p.set_xticks([]) + peak = data[value].values.mean(axis=1).max() + p.text( + 0.05, + 0.95, + "%.1f" % peak, + horizontalalignment="left", + verticalalignment="top", + transform=ax.transAxes, + color="grey", + ) + p.text( + 0.95, + 0.95, + value, + horizontalalignment="right", + verticalalignment="top", + transform=ax.transAxes, + color=palette[0], + ) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.axvline(c=palette[1], ls="--", linewidth=0.5) + p.set_box_aspect(1) + + if label: + to_label = subplots.to_label + to_label.get_yaxis().get_label().set_visible(True) + to_label.set_ylabel("Firing rate (Hz)") + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xlabel("Time from push (s)") + to_label.set_xticks(data.index) + # to_label.set_xticklabels([- duration / 2, 0, duration / 2]) + + # plot legend subplot + legend = subplots.legend + legend.text( + 0, + 0.7, + "Peak of mean", + transform=legend.transAxes, + color="grey", + ) + legend.text( + 0, + 0.3, + "Trial number" if level == "trial" else "Unit ID", + transform=legend.transAxes, + color=palette[0], + ) + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor("white") + legend.set_box_aspect(1) + + return subplots + + +def per_unit_spike_rate(data, rugdata, ci=95, subplots=None, label=True): + """ + Plots a histogram for every unit in the given session showing spike rate. + + Parameters + ---------- + + data : pandas.DataFrame + A dataframe for a single session as returned from Behaviour.align_trials (or + Experiment.align_trials but indexed into for session and rec_num). + + rugdata : pandas.DataFrame + A dataframe for a single session containing the onset of the event (led_on) to plot as a rug. + + ci : int or 'sd', optional + Confidence intervals to plot as envelope around line. Default is 95 i.e. 95% + confidence intervals. Also accepts "'sd'" which will draw standard deviation + envelope, or None to plot no envelope. + """ + return _plot("unit", data, rugdata, ci, subplots, label) + + +def per_trial_spike_rate(data, rugdata, ci=95, subplots=None, label=True): + """ + Plots a histogram for every trial in the given session showing spike rate. + + Parameters + ---------- + + data : pandas.DataFrame + A dataframe for a single session as returned from Behaviour.align_trials (or + Experiment.align_trials but indexed into for session and rec_num). + + ci : int or 'sd', optional + Confidence intervals to plot as envelope around line. Default is 95 i.e. 95% + confidence intervals. Also accepts "'sd'" which will draw standard deviation + envelope, or None to plot no envelope. + """ + return _plot("trial", data, rugdata, ci, subplots, label) + + +def event_times(event, myexp): + """ + + This function will give the timepoints for the specified event across experimental sessions + + event: the specific event to search for, must be input within quotes ("") + + myexp: the experiment defined in base.py + + NB: Setting the event to LED_off when the action label is correct (whose start point therefore defines LED_on as zero) will return the DURATION of the event! + """ + times = [] # Give an empty list to store times + + for ses in myexp: + sessiontimepoints = ( + [] + ) # Give an empty list to store this sessions times in before appending to the master list + als = ses.get_action_labels() # Get the action labels for this session + + for rec_num in range( + len(als) + ): # This will run through all recording numbers in the above action label data + actions = als[rec_num][:, 0] + events = als[rec_num][:, 1] + + # Call all trials where the mouse was correct to search + start = np.where(np.bitwise_and(actions, ActionLabels.correct))[0] + + for trial in start: + # Now iterate through these correct trials and return all times for selected event + event_time = np.where( + np.bitwise_and( + events[trial : trial + 10000], getattr(Events, event) + ) + )[0] + sessiontimepoints.append(event_time[0]) + + times.append(sessiontimepoints) + + return times + + +def meta_spikeglx(exp, session): + """ + This function finds the metadata containing the depth of the channels used in the recording + Remember must index into experiment and then files to find the spike metadata + + exp: myexp, the class defined in base.py + + session: the session to analyse, in the form of an integer (i.e., 0 for first session, 1 for second etc.) + """ + + meta = exp[session].files[0]["spike_meta"] + data_path = myexp[session].find_file(meta) + data = pi.read_spikeglx(data_path) + + return data diff --git a/projects/Aidan_Analysis/FullAnalysis/noisebase.py b/projects/Aidan_Analysis/FullAnalysis/noisebase.py new file mode 100644 index 0000000..ec998fa --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/noisebase.py @@ -0,0 +1,51 @@ +import json + +import datetime +import matplotlib.pyplot as plt +import seaborn as sns +import pandas as pd + +from pixels import Experiment +from pixels.behaviours.leverpush import LeverPush +from pixels.behaviours.pushpull import PushPull +from pixels.behaviours.reach import Reach +from pixels.behaviours.no_behaviour import NoBehaviour + +import sys +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools import utils +from pixtools import clusters + +from base import * + + +noise_tests = Experiment( + ["noisetest1"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_unchanged = Experiment( + ["noisetest_unchanged"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_nopi = Experiment( + ["noisetest_nopi"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_no_caps = Experiment( + "VR50", + Reach, + "~/duguidlab/visuomotor_control/neuropixels", +) + +#This contains the list of experiments we want to plot noise for, here only interested in the reaching task +#i.e., VR50 +#Remember to change this in base.py +exps = { + "reaching": myexp +} \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py new file mode 100644 index 0000000..0f1a0f2 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py @@ -0,0 +1,104 @@ +#This script will assess the noise in the recordings from the cortex, to allow us to decide which recordings to use +#Import required packages and data from base files +#NB: I changed how unit_depths() works in my local copy to remove the reference to rec_num + + + +import sys +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #Line will allow me to debug base.py code locally rather than github copy +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") + + +from turtle import fd + +from matplotlib.pyplot import suptitle, xlabel +from base import * +from noisebase import * +from channeldepth import * +from matplotlib.cm import ScalarMappable + + +import numpy as np +import pandas as pd +import seaborn as sns + + + +# Now select the experiment we want to use +# Here we are taking the data from the 17th. + + +#Now from this data, give us all units that are good and within the cortex +units = myexp.select_units( + group = "good", + max_depth=1500, + name="cortex" +) + +# #Now that we have the units selected, let us assess the noise +#myexp.assess_noise() + +#now read these dataframes in from the json files just created +#If we want to change the data read in, simply change the experimental call in noisebase! +#May also add more experiments to the list here if desired! + +noise = [] +for name, exp in exps.items(): + for session in exp: + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + date = datetime.datetime.strptime(session.name[:6], "%y%m%d") + for SD in ses_noise["SDs"]: + noise.append((session.name, date, name, SD)) + + +df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs", "median SD"]) + +#Now read in the metadata containing channel coordinates and convert it to dataframe format + +depth1 = meta_spikeglx(myexp, 0) #give us data for session1, session two will be the same so perhaps we can simply clone this?? +depth1 = depth1.to_dataframe() + +depth = pd.concat([depth1, depth1.copy()], axis =0) + +# ##Can use the code below to print the individual datapoints rather than just the median, with each point representing the noise from each channel## +# #First requires we convert the dataframe to longform (Check this once the fixed noise assessment has completed running) + +df2=df.set_index("date")["SDs"].apply(pd.Series).stack() +df2=df2.reset_index() +df2.columns = ['date', "channel", "SDs"] +print(df2) +# #Now add the required coordinates from the metadata +# df2=pd.concat([df2, depth], axis=1).reset_index() +# print(df2) + + + + +#Channel depth is simply organised in order of the noise json, so let us simply use the channel column in df2 as a binned category +fig, ax = plt.subplots() +p = sns.stripplot( + x="date", y="SDs", data=df2, + palette="Spectral", ax=ax, hue="channel" +).set(title="Noise for Subject VR59") + +ax.set_xticklabels([t.get_text().split("T")[0] for t in ax.get_xticklabels()]) #Remove zeroes from date line +ax.legend_.remove() #Remove the huge autogenerated legend + +#Now will add a colour bar to change hue based on channel coordinates + + +#This code adds a legend for the colourmap +cmap = plt.get_cmap("Spectral") +norm = plt.Normalize(df2["channel"].min(), df2['channel'].max()) +sm = ScalarMappable(norm=norm, cmap=cmap) +sm.set_array([]) +cbar = fig.colorbar(sm, ax=ax) +cbar.ax.set_title("\"Channel Num\"") + + +plt.show() + + diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py new file mode 100644 index 0000000..913c3e9 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py @@ -0,0 +1,98 @@ +#Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis +#If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise + +#First import required packages +import sys + +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #Line will allow me to debug base.py code locally rather than github copy +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") + +from turtle import fd + +from matplotlib.pyplot import suptitle, xlabel +from base import * +from noisebase import * +from channeldepth import * +from channeldepth import * +from sklearn.cluster import KMeans + +import numpy as np +import pandas as pd +import seaborn as sns + + +from pixtools import clusters + +#Now we shall read in the experimental data, here this shall be VR59 as specified in noisebase +#Remember, this selection is defined as exps, NOT myexp which is defined in the normal base file. Check this before continuing! +#Could I convert this to a function after refining it?? + +#Import the results of the noise analysis to a dataframe. +noise = [] #Create the empty array to hold the noise information + +for name, exp in exps.items(): + for session in exp: + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + date = datetime.datetime.strptime(session.name[:6], "%y%m%d") + for SD in ses_noise["SDs"]: + noise.append((session.name, date, name, SD)) + +df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs"]) + +#Now that we have saved the noise for this experiment, must import the depth information and concatenate +depth = meta_spikeglx(myexp, 0) +depth = depth.to_dataframe() + +df2 = pd.concat([df, depth], axis=1) + +#Now that we have both noise and depth information for every channel, we may perform a means clustering +#Initiate the kmeans class, describing the parameters of our analysis +#First double check how many clusters are required to best describe the data +#Reshape the array to allow clustering +df3=df2["SDs"].values.reshape(-1, 1) +Sum_of_squares=[] + +#Now determine the optimal number of clusters +k=range(1,10) +for num_clusters in k: + kmeans=KMeans(n_clusters=num_clusters) + kmeans.fit(df3) + Sum_of_squares.append(kmeans.inertia_) + +fig, ax = plt.subplots(2,1) + +#This code will plot the elbow graph to give an overview of the variance in the data explained by the varying the number of clusters +#This gives the distance from the centroids, as a measure of the variability explained +#We want this to drop off indicating that there is no remaining data explained by further centroid inclusion + +plt.subplot(2, 1, 1) #Figure has two rows, one columns, this is the first plot +plt.plot(k, Sum_of_squares, "bx-") #bx gives blue x as each point. +plt.xlabel("Putative Number of Clusters") +plt.ylabel("Sum of Squares Distances/Inertia") +plt.title("Determining Optimal Number of Clusters for Analysis") + + +#Must define kmeans parameters based on elbow analysis! +kmeans = KMeans( + init="random", #Initiate the iterative analysis with random centres + n_clusters=2, #How many clusters to bin the data into, based on the elbow analysis + n_init=10, #Number of centroids to generate initially + max_iter=300, #Max number of iterations before ceasing analysis + random_state=42 #The random number seed for centroid generation +) + +x_kmeans=kmeans.fit(df3) +y_means=kmeans.fit_predict(df3) + +#Now plot the kmeans analysis +#Remember we use our original data (df2) but use the df3 analysis to generate the labels +plt.subplot(2, 1, 2) +plt.scatter(df2["y"], df2["SDs"], c=y_means, cmap="viridis") +plt.xlabel("Probe Channel Y-Coordinate") +plt.ylabel("Channel Noise (SD)") +plt.title(f"{myexp[0].name} Channel Noise k-Mean Clustering Analysis") + +plt.show() \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/params.py b/projects/Aidan_Analysis/FullAnalysis/params.py new file mode 100644 index 0000000..6e983f2 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/params.py @@ -0,0 +1,6 @@ +dat_path = '/home/mcolliga/duguidlab/visuomotor_control/neuropixels/processed/220217_VR59/sorted_stream_0/temp_wh.dat' +n_channels_dat = 384 +dtype = 'int16' +offset = 0 +sample_rate = 30000 +hp_filtered = True \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/processing.py b/projects/Aidan_Analysis/FullAnalysis/processing.py new file mode 100644 index 0000000..3b1662e --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/processing.py @@ -0,0 +1,25 @@ +#Import our experimental data from base + +from base import * + +#The first time this is run it will take a while!! There is a lot of data to go through and many steps## +#It will pull from raw data and output to processed data. + +#First we will select only the recording from the 17th and assign this to a variable + + +#First run Kilosort on data to prepare for phy curation +#Remember to open phy after to generate the cluster info file!! +myexp.sort_spikes() + +# #Then process behavioural data +myexp.process_behaviour() + +# # #Then alicn, crop, and downsample spike data +myexp.process_spikes() + +# # #Now do the same with local field potential data +myexp.process_lfp() + +#Opetionally analyse the noise of the recordings +myexp.assess_noise() \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/raster_plots_VR59.py b/projects/Aidan_Analysis/FullAnalysis/raster_plots_VR59.py new file mode 100644 index 0000000..66b8c10 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/raster_plots_VR59.py @@ -0,0 +1,57 @@ +#First import experimental data from base.py +from cProfile import label + +from matplotlib.pyplot import subplots +from base import * + + +#Now add the pixtools directory to the path to allow us to use the modules within +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools.utils import Subplots2D + + +#Then import the data to allow raster plotting +from rasterbase import * + +#Now let us plot the raster info for the 17th, per UNIT + + +unit1 = myexp.select_units( + group="good", + max_depth=1500, + name="cortex" +) + + + +#Now take all spike timees for all left hand events +session1_L = myexp.align_trials( + ActionLabels.correct_left, + Events.led_on, + "spike_times", + duration=4, + units = unit1 +) + +#And now as right hand +session1_R = myexp.align_trials( + ActionLabels.correct_right, + Events.led_on, + "spike_times", + duration=4, + units = unit1 +) + + +#Now plot left and right as subplots, remember we are taking session 2 here (by indexing into session) +subplot1 = per_unit_raster(session1_L[1], sample=None, start=0, subplots=None, label=True) + +per_unit_raster( + session1_R[1], + sample=None, + start=0, + subplots=subplot1, + label=True +) + +plt.show() diff --git a/projects/Aidan_Analysis/FullAnalysis/rasterbase.py b/projects/Aidan_Analysis/FullAnalysis/rasterbase.py new file mode 100644 index 0000000..6b56422 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/rasterbase.py @@ -0,0 +1,165 @@ +#First import required packages from base. + + +from base import * #Import our experiment and metadata needed +import sys +import seaborn as sns +import matplotlib.pyplot as plt +import numpy as np +import random +from math import ceil + +#Add the location of pixtools to the path +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path +from pixtools.utils import Subplots2D #Allows us to use the custom class designed to give the figs/axes from a set of subplots that will fit the data. This generates as many subplots as required in a square a shape as possible + +#Now import our sorted data functions + + +#Defines a function that will return plots of EITHER units per trial or trials per unit (i.e., inverted datasets) +#To do so, specify "trial" or "unit" as the per value +def _raster(per, data, sample, start, subplots, label): + per_values = data.columns.get_level_values(per).unique() + per_values.values.sort() + + if per == "trial": + data = data.reorder_levels(["trial", "unit"], axis=1) + other = "unit" + else: + other = "trial" + + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values(other).unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + if subplots is None: + subplots = Subplots2D(per_values) + + palette = sns.color_palette("pastel") #Set the colours for the graphs produced + + for i, value in enumerate(per_values): + val_data = data[value][sample] #Requires I index into the data when assembling plots (see plots.py) + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + p = sns.scatterplot( + data=val_data, + x=0, + y='level_1', + ax=subplots.axes_flat[i], + s=0.5, + legend=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.text( + 0.95, 0.95, + value, + horizontalalignment='right', + verticalalignment='top', + transform=subplots.axes_flat[i].transAxes, + color='0.3', + ) + p.axvline(c=palette[2], ls='--', linewidth=0.5) + + if not subplots.axes_flat[i].yaxis_inverted(): + subplots.axes_flat[i].invert_yaxis() + + if label: #Chane our axis labels, here to trial number and time from the reach (which the data is aligned to!) + to_label = subplots.to_label + to_label.get_yaxis().get_label().set_visible(True) + to_label.set_ylabel('Trial Number') + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xlabel('Time from reach (s)') + + # plot legend subplot + legend = subplots.legend + legend.text( + 0, 0.9, + 'Trial number' if per == 'trial' else 'Unit ID', + transform=legend.transAxes, + color='0.3', + ) + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor('white') + + return subplots + +#Using this function we may now plot the graphs we desire! +#First let us define a function to plot spikes per unit + +def per_unit_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every unit in the given data with trials as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("unit", data, sample, start, subplots, label) + +#And per trial +def per_trial_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every trial in the given data with units as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("trial", data, sample, start, subplots, label) + +#Now finally define a function that allows plotting a single unit as a raster +def single_unit_raster(data, ax=None, sample=None, start=0, unit_id=None): + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values('trial').unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + val_data = data[sample] + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + if not ax: + ax = plt.gca() + + p = sns.scatterplot( + data=val_data, + x=0, + y='level_1', + ax=ax, + s=1.5, + legend=None, + edgecolor=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + + palette = sns.color_palette() + p.axvline(c='black', ls='--', linewidth=0.5) + + if not ax.yaxis_inverted(): + ax.invert_yaxis() + + if unit_id is not None: + p.text( + 0.95, 0.95, + unit_id, + horizontalalignment='right', + verticalalignment='top', + transform=ax.transAxes, + color='0.3', + ) diff --git a/projects/Aidan_Analysis/FullAnalysis/rugplotbase.py b/projects/Aidan_Analysis/FullAnalysis/rugplotbase.py new file mode 100644 index 0000000..c16c6ac --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/rugplotbase.py @@ -0,0 +1,150 @@ +#This file contains the modified plot function to return a rugplot and firing rate +from base import * +import seaborn as sns +import matplotlib.pyplot as plt +import numpy as np +from math import ceil +import sys + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools.utils import Subplots2D +from mpl_toolkits.axes_grid1 import make_axes_locatable + + +def _plot(level, data, rugdata, ci, subplots, label): + values = data.columns.get_level_values(level).unique() + values.values.sort() + if level == "trial": + data = data.reorder_levels(["trial", "unit"], axis=1) + + # no. units if plotting per trial, no. trials if plotting per unit + num_samples = len(data[values[0]].columns) + + if subplots is None: + subplots = Subplots2D(values) + + palette = sns.color_palette() + + for i, value in enumerate(values): + val_data = data[value].stack().reset_index() + val_data['y'] = val_data[0] + ax = subplots.axes_flat[i] + divider = make_axes_locatable(ax) + + r = sns.rugplot( + ax = ax, + palette=palette, + data=rugdata, + x=rugdata[0], + height=.1, + legend=False, + expand_margins=True + ) + r.autoscale(enable = False, tight=False) + + + p = sns.lineplot( + data=val_data, + x='time', + y='y', + ci=ci, + ax=ax, + linewidth=0.5, + ) + p.autoscale(enable=True, tight=False) + p.set_yticks([]) + p.set_xticks([]) + peak = data[value].values.mean(axis=1).max() + p.text( + 0.05, 0.95, + "%.1f" % peak, + horizontalalignment='left', + verticalalignment='top', + transform=ax.transAxes, + color='grey', + ) + p.text( + 0.95, 0.95, + value, + horizontalalignment='right', + verticalalignment='top', + transform=ax.transAxes, + color=palette[0], + ) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.axvline(c=palette[1], ls='--', linewidth=0.5) + p.set_box_aspect(1) + + + if label: + to_label = subplots.to_label + to_label.get_yaxis().get_label().set_visible(True) + to_label.set_ylabel('Firing rate (Hz)') + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xlabel('Time from push (s)') + to_label.set_xticks(data.index) + #to_label.set_xticklabels([- duration / 2, 0, duration / 2]) + + # plot legend subplot + legend = subplots.legend + legend.text( + 0, 0.7, + 'Peak of mean', + transform=legend.transAxes, + color='grey', + ) + legend.text( + 0, 0.3, + 'Trial number' if level == 'trial' else 'Unit ID', + transform=legend.transAxes, + color=palette[0], + ) + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor('white') + legend.set_box_aspect(1) + + return subplots + + +def per_unit_spike_rate(data, rugdata, ci=95, subplots=None, label=True): + """ + Plots a histogram for every unit in the given session showing spike rate. + + Parameters + ---------- + + data : pandas.DataFrame + A dataframe for a single session as returned from Behaviour.align_trials (or + Experiment.align_trials but indexed into for session and rec_num). + + rugdata : pandas.DataFrame + A dataframe for a single session containing the onset of the event (led_on) to plot as a rug. + + ci : int or 'sd', optional + Confidence intervals to plot as envelope around line. Default is 95 i.e. 95% + confidence intervals. Also accepts "'sd'" which will draw standard deviation + envelope, or None to plot no envelope. + """ + return _plot("unit", data, rugdata, ci, subplots, label) + + +def per_trial_spike_rate(data, rugdata, ci=95, subplots=None, label=True): + """ + Plots a histogram for every trial in the given session showing spike rate. + + Parameters + ---------- + + data : pandas.DataFrame + A dataframe for a single session as returned from Behaviour.align_trials (or + Experiment.align_trials but indexed into for session and rec_num). + + ci : int or 'sd', optional + Confidence intervals to plot as envelope around line. Default is 95 i.e. 95% + confidence intervals. Also accepts "'sd'" which will draw standard deviation + envelope, or None to plot no envelope. + """ + return _plot("trial", data, rugdata, ci, subplots, label) \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py b/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py new file mode 100644 index 0000000..d7c6069 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py @@ -0,0 +1,48 @@ +#Let us now plot the spike rates for the desired experiment, here aligned to the LED on +#Take all correct trials from both left and right sides +#Remember this all requires data be processed beforehand (use processing.py!) + +from distutils.command.sdist import sdist +from base import * + + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path +from pixtools import spike_rate #Allows us to use the custom class designed to give the figs/axes from a set of subplots that will fit the data. This generates as many subplots as required in a square a shape as possible + +#Seperate VR59 into two recording sessions, for the 17th and 18th to allow comparison + + +#now get units from these +units = myexp.select_units( + group="good", + max_depth=1500, + name="cortex", + uncurated=False +) + + +#Now that we have selected the required units, let us plot thespike rates according to LED on +hits =myexp.align_trials( + ActionLabels.correct, + Events.led_on, + "spike_rate", + duration=4, + units=units +) + +#First set the confidence interval for the graph (This significantly increases time to run!) +#ci = 95 + +#Now run the code to enumerate over the exp. +#The code will plot the spike rates of every unit selected above aligned to the defined event + + +for s, session in enumerate(myexp): + name = session.name + + spike_rate.per_unit_spike_rate(hits[s], ci="sd") + plt.suptitle( + f"Session {name} - per-unit across-trials firing rate (aligned to LED on)", + ) +plt.set_size_inches(10, 10) +plt.show() #Plot this information diff --git a/projects/Aidan_Analysis/FullAnalysis/unit_depth_plot_VR59.py b/projects/Aidan_Analysis/FullAnalysis/unit_depth_plot_VR59.py new file mode 100644 index 0000000..85698cc --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/unit_depth_plot_VR59.py @@ -0,0 +1,36 @@ +#Import data from base + +from base import * + +#Import required packages +import numpy as np +import pandas as pd +import seaborn as sns + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools import clusters #A series of functions that will allow plotting of depth profiles + +#Select which units from the data we would like to plot +#To get an overview of the data, let us select all units of good quality and plot their depth +#Select only from recording from the 17th +session1 = myexp.get_session_by_name("220217_VR59") #It appears this is the line that is screwing with things, why does it make an unindexable item?? + +units = session1.select_units( + group="good", + uncurated = False, +) + +#Now plot a graph of increasing depth vs unit +#First select the depth profile to analyse, function will then automatically plot the required graph as a scatter +#May need to alter this to remove use of rec_num!# Or perhaps simply set rec_num to 0? + +rec_num = 0 + +depth = clusters.depth_profile( + myexp, + group="good", + curated = True +) + + +plt.show() \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini new file mode 100644 index 0000000..b827aa5 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini @@ -0,0 +1,6 @@ +[codestyle] +indentation = True + +[main] +version = 0.1.0 + diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini new file mode 100644 index 0000000..d1c1d17 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini @@ -0,0 +1,6 @@ +[encoding] +text_encoding = utf-8 + +[main] +version = 0.1.0 + diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini new file mode 100644 index 0000000..30bb7fa --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini @@ -0,0 +1,7 @@ +[vcs] +use_version_control = False +version_control_system = + +[main] +version = 0.1.0 + diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini new file mode 100644 index 0000000..8617edc --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini @@ -0,0 +1,10 @@ +[workspace] +restore_data_on_startup = True +save_data_on_exit = True +save_history = True +save_non_project_files = False + +[main] +version = 0.1.0 +recent_files = ['/home/s1735718/.config/spyder-py3/temp.py', '/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/PracticeAnalysis/processing.py', '/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py', '/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/PracticeAnalysis/base.py'] + diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json b/projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json new file mode 100644 index 0000000..17e15f2 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json @@ -0,0 +1,15 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "Python: Current File", + "type": "python", + "request": "launch", + "program": "${file}", + "console": "integratedTerminal" + } + ] +} \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json b/projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json new file mode 100644 index 0000000..23cdebe --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "python.defaultInterpreterPath": "/opt/anaconda3/envs/pixelz/bin/python" +} \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/base.py b/projects/Aidan_Analysis/PracticeAnalysis/base.py new file mode 100644 index 0000000..a0a4569 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/base.py @@ -0,0 +1,70 @@ +""" +This is a tutorial on how to use the various parts of the pixels pipeline. +""" + +from pathlib import Path + +import sys +import numpy as np +import matplotlib.pyplot as plt +import seaborn as sns + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis")#Adds the location of the pixtools folder to the path +from pixels import Experiment +from pixels.behaviours.reach import Reach, ActionLabels, Events +from pixtools import utils + + +# Step 1: Load an experiment +# +# An experiment handles a group of mice that were trained in the same behaviour. It +# stores data and metadata for all included sessions belonging to the list of mice +# provided. The Experiment class is passed the mouse or list of mice, the class +# definition for the behaviour they were trained in (imported from pixels.behaviours), +# and the paths where it can find recording data (the folder containing 'raw', 'interim' +# and 'processed' folders) and training metadata. + +#Will import master data from visuomotor control/neuropixels +#This should already be processed so no need for processing.py +myexp = Experiment( + 'VR46', # This can be a list + Reach, + '~/duguidlab/visuomotor_control/neuropixels', #Where is the main data saved + '~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON', #Where is the metadata for the recording saved +) + + +# Step 2: Process raw data +# +# These methods each process a different type of raw data and save the output into the +# 'processed' folder. The outputs are all resampled to 1kHz, and are saved as: +# +# - action labels (.npy) +# - behavioural data (.h5) +# - LFP data (.h5) +# - spike data (.h5) +# - sorted spikes (TODO) +# + +## This aligns, crops and downsamples behavioural data. +#myexp.process_behaviour() +# +## This aligns, crops and downsamples LFP data. +#myexp.process_lfp() +# +## This aligns, crops, and downsamples spike data. +#myexp.process_spikes() +# +## This runs the spike sorting algorithm and outputs the results in a form usable by phy. +#myexp.sort_spikes() +# +## This extracts posture coordinates from TDMS videos using DeepLabCut +#config = '/path/to/this/behaviours/deeplabcut/config.yaml' +#myexp.process_motion_tracking(config) +## If you also want to output labelled videos, pass this keyword arg: +#myexp.process_motion_tracking(config, create_labelled_video=True): +## This method will convert the videos from TDMS to AVI before running them through DLC. +## If you just want the AVI videos without the DLC, you can do so directly: +#myexp.extract_videos() + + diff --git a/projects/Aidan_Analysis/PracticeAnalysis/plots.py b/projects/Aidan_Analysis/PracticeAnalysis/plots.py new file mode 100644 index 0000000..80cbe72 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/plots.py @@ -0,0 +1,58 @@ +#Import all required packages +from base import * +from rasterplot import * + +#myexp.set_cache("overwrite") #Overwrite the cache to give a clean slate to work with + +#Now set up our data for plotting, first by specifying which units shall be included in the plots - here all good ones from VR46! +units = myexp.select_units( + group="good", # Gives quality of units, here good only + max_depth=1500, # Give us units above a depth of 1500um + name="cortex", # The name to cache the info under +) + +#Now from this unit selection, give us all data where the mouse correctly reached for the probe when the led turned on +# data = myexp.align_trials( +# ActionLabels.correct, # This selects which trials we want +# Events.led_on, # This selects what event we want them aligned to +# "spike_times", # And this selects what kind of data we want, need the time the spikes occured to plot a raster graph +# duration=4, # Gives us two seconds on either side of the event +# units=units, +# ) + +assert units[0] + +#Now our data is prepared we can plot raster by trial, ensure you index into data beforehand!! +#Using the subplots class, we can overlay different data in the same graph (in diff. colours) +#Start is the initial offset + +#per_trial_raster(data[0], sample=None, start=0, subplots=None, label=True) + +#Can also plot raster data by Unit, where each plot is a unit +#per_unit_raster(data[0], sample=None, start=0, subplots=None, label=True) + +###Now say we wanted to split data by left and right reaches and plot both of these on one graph +#This can be done with the subplots function, and by changing what units are selected under action labels. + +#First select all data that is correct from the right, and left sides + +dataR = myexp.align_trials( + ActionLabels.correct_right, # This selects which trials we want + Events.led_on, # This selects what event we want them aligned to + "spike_times", # And this selects what kind of data we want, need the time the spikes occured to plot a raster graph + duration=4, # Gives us two seconds on either side of the event + units=units, +) + +dataL = myexp.align_trials( + ActionLabels.correct_left, # This selects which trials we want + Events.led_on, # This selects what event we want them aligned to + "spike_times", # And this selects what kind of data we want, need the time the spikes occured to plot a raster graph + duration=4, # Gives us two seconds on either side of the event + units=units, +) + +#Now set the data we wish to subplot as a variable, then use this as the argument for the Subplot function +subplot = per_unit_raster(dataL[0], sample=None, start=0, subplots=None, label=True) +per_unit_raster(dataR[0], sample=None, start=0, subplots=subplot, label=True) +plt.show() #Display the plot rather than saving it. \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py b/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py new file mode 100644 index 0000000..4ada2e9 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py @@ -0,0 +1,61 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Created on Thu Feb 10 12:12:43 2022 + +@author: s1735718 +""" +# Import experimental instance +from base import * + +myexp.set_cache("overwrite") + +# This selects the specific neuronal units will be included in the plots +units = myexp.select_units( + group="good", # Gives quality of units, here good only + max_depth=1500, # Give us units above a depth of 1500um + name="cortex", # The name to cache the info under + uncurated = True #If dealing with pre-phy data be sure to specify "uncurated = TRUE" in the select_units function +) + +assert units[0] #Are there any units in this list? If not then this will raise an error! + + +# Plotting all behavioural data channels for session 1, trial 3 +hits = myexp.align_trials( + ActionLabels.correct, # This selects which trials we want + Events.led_on, # This selects what event we want them aligned to + "spike_rate", # And this selects what kind of data we want + duration=4, # Gives us two seconds on either side of the event + units=units, +) + +#First plot 6 empty figures +plt.figure() +fig, axes = plt.subplots(6, 1, sharex=True) +channels = hits.columns.get_level_values("unit").unique() #Give all the unique values in the "unit" column of hits, where hits gives us every trial with a successful reach +trials = hits.columns.get_level_values("trial").unique() #Give all the unique values in the "trial" column of hits, i.e. the trial n0 where the mouse successfully reached +trial = trials[1] #Set trial to be the nth item in the list of trials, whatever number this may take! +session = 0 #The first recording session will be analysed + +# #Now iterate over the data, channel by channel and give all data concerning times hits occurred +# for i in range(6): +# chan_name = channels[i] +# sns.lineplot( +# data=hits[session][chan_name][trial], estimator=None, style=None, ax=axes[i] +# ) + +# plt.show() #Plot this information + + +# # Plotting spike data from session 1, trial 8, units 151 to 161 +# hits = myexp.align_trials(ActionLabels.correct, Events.led_on, "spikes") + +plt.figure() +fig, axes = plt.subplots(10, 1, sharex=True) +trial = trials[7] +session = 0 + +for i in range(10): + sns.lineplot(data=hits[151 + i][trial], estimator=None, style=None, ax=axes[i]) +plt.show() diff --git a/projects/Aidan_Analysis/PracticeAnalysis/processing.py b/projects/Aidan_Analysis/PracticeAnalysis/processing.py new file mode 100644 index 0000000..fb42ede --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/processing.py @@ -0,0 +1,30 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Created on Thu Feb 10 12:10:30 2022 + +@author: Aidan (s1735718) +""" +#Import experimental instance +from base import * + +# This aligns, crops and downsamples behavioural data. +#myexp.process_behaviour() + +## This aligns, crops and downsamples LFP data. +#myexp.process_lfp() +# +## This aligns, crops, and downsamples spike data. +#myexp.process_spikes() +# +## This runs the spike sorting algorithm and outputs the results in a form usable by phy. +myexp.sort_spikes() + +## This extracts posture coordinates from TDMS videos using DeepLabCut +#config = '/path/to/this/behaviours/deeplabcut/config.yaml' +#myexp.process_motion_tracking(config) +## If you also want to output labelled videos, pass this keyword arg: +#myexp.process_motion_tracking(config, create_labelled_video=True): +## This method will convert the videos from TDMS to AVI before running them through DLC. +## If you just want the AVI videos without the DLC, you can do so directly: +#myexp.extract_videos() \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py b/projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py new file mode 100644 index 0000000..6b56422 --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py @@ -0,0 +1,165 @@ +#First import required packages from base. + + +from base import * #Import our experiment and metadata needed +import sys +import seaborn as sns +import matplotlib.pyplot as plt +import numpy as np +import random +from math import ceil + +#Add the location of pixtools to the path +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path +from pixtools.utils import Subplots2D #Allows us to use the custom class designed to give the figs/axes from a set of subplots that will fit the data. This generates as many subplots as required in a square a shape as possible + +#Now import our sorted data functions + + +#Defines a function that will return plots of EITHER units per trial or trials per unit (i.e., inverted datasets) +#To do so, specify "trial" or "unit" as the per value +def _raster(per, data, sample, start, subplots, label): + per_values = data.columns.get_level_values(per).unique() + per_values.values.sort() + + if per == "trial": + data = data.reorder_levels(["trial", "unit"], axis=1) + other = "unit" + else: + other = "trial" + + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values(other).unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + if subplots is None: + subplots = Subplots2D(per_values) + + palette = sns.color_palette("pastel") #Set the colours for the graphs produced + + for i, value in enumerate(per_values): + val_data = data[value][sample] #Requires I index into the data when assembling plots (see plots.py) + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + p = sns.scatterplot( + data=val_data, + x=0, + y='level_1', + ax=subplots.axes_flat[i], + s=0.5, + legend=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.text( + 0.95, 0.95, + value, + horizontalalignment='right', + verticalalignment='top', + transform=subplots.axes_flat[i].transAxes, + color='0.3', + ) + p.axvline(c=palette[2], ls='--', linewidth=0.5) + + if not subplots.axes_flat[i].yaxis_inverted(): + subplots.axes_flat[i].invert_yaxis() + + if label: #Chane our axis labels, here to trial number and time from the reach (which the data is aligned to!) + to_label = subplots.to_label + to_label.get_yaxis().get_label().set_visible(True) + to_label.set_ylabel('Trial Number') + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xlabel('Time from reach (s)') + + # plot legend subplot + legend = subplots.legend + legend.text( + 0, 0.9, + 'Trial number' if per == 'trial' else 'Unit ID', + transform=legend.transAxes, + color='0.3', + ) + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor('white') + + return subplots + +#Using this function we may now plot the graphs we desire! +#First let us define a function to plot spikes per unit + +def per_unit_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every unit in the given data with trials as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("unit", data, sample, start, subplots, label) + +#And per trial +def per_trial_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every trial in the given data with units as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("trial", data, sample, start, subplots, label) + +#Now finally define a function that allows plotting a single unit as a raster +def single_unit_raster(data, ax=None, sample=None, start=0, unit_id=None): + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values('trial').unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + val_data = data[sample] + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + if not ax: + ax = plt.gca() + + p = sns.scatterplot( + data=val_data, + x=0, + y='level_1', + ax=ax, + s=1.5, + legend=None, + edgecolor=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + + palette = sns.color_palette() + p.axvline(c='black', ls='--', linewidth=0.5) + + if not ax.yaxis_inverted(): + ax.invert_yaxis() + + if unit_id is not None: + p.text( + 0.95, 0.95, + unit_id, + horizontalalignment='right', + verticalalignment='top', + transform=ax.transAxes, + color='0.3', + ) diff --git a/projects/Aidan_Analysis/PracticeAnalysis/rasters.py b/projects/Aidan_Analysis/PracticeAnalysis/rasters.py new file mode 100644 index 0000000..7038b4c --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/rasters.py @@ -0,0 +1,157 @@ +""" +Plot a raster of spike times around a specified event. +""" + + +import seaborn as sns +import matplotlib.pyplot as plt +import numpy as np +import random +from math import ceil + +from pixtools.utils import Subplots2D + + +def _raster(per, data, sample, start, subplots, label): + per_values = data.columns.get_level_values(per).unique() + per_values.values.sort() + + if per == "trial": + data = data.reorder_levels(["trial", "unit"], axis=1) + other = "unit" + else: + other = "trial" + + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values(other).unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + if subplots is None: + subplots = Subplots2D(per_values) + + palette = sns.color_palette() + + for i, value in enumerate(per_values): + val_data = data[value][sample] + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + p = sns.scatterplot( + data=val_data, + x=0, + y='level_1', + ax=subplots.axes_flat[i], + s=0.5, + legend=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.text( + 0.95, 0.95, + value, + horizontalalignment='right', + verticalalignment='top', + transform=subplots.axes_flat[i].transAxes, + color='0.3', + ) + p.axvline(c=palette[2], ls='--', linewidth=0.5) + + if not subplots.axes_flat[i].yaxis_inverted(): + subplots.axes_flat[i].invert_yaxis() + + if label: + to_label = subplots.to_label + to_label.get_yaxis().get_label().set_visible(True) + to_label.set_ylabel('Trial') + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xlabel('Time from reach (s)') + + # plot legend subplot + legend = subplots.legend + legend.text( + 0, 0.9, + 'Trial number' if per == 'trial' else 'Unit ID', + transform=legend.transAxes, + color='0.3', + ) + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor('white') + + return subplots + + +def per_unit_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every unit in the given data with trials as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("unit", data, sample, start, subplots, label) + + +def per_trial_raster(data, sample=None, start=0, subplots=None, label=True): + """ + Plots a spike raster for every trial in the given data with units as rows. + + data is a multi-dimensional dataframe as returned from + Experiment.align_trials(, , 'spike_times') indexed into to get the + session and recording. + """ + return _raster("trial", data, sample, start, subplots, label) + + +def single_unit_raster(data, ax=None, sample=None, start=0, unit_id=None): + # units if plotting per trial, trials if plotting per unit + samp_values = list(data.columns.get_level_values('trial').unique().values) + if sample and sample < len(samp_values): + sample = random.sample(samp_values, sample) + else: + sample = samp_values + + val_data = data[sample] + val_data.columns = np.arange(len(sample)) + start + val_data = val_data.stack().reset_index(level=1) + + if not ax: + ax = plt.gca() + + p = sns.scatterplot( + data=val_data, + x=0, + y='level_1', + ax=ax, + s=1.5, + legend=None, + edgecolor=None, + ) + p.set_yticks([]) + p.set_xticks([]) + p.autoscale(enable=True, tight=True) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + + palette = sns.color_palette() + p.axvline(c='black', ls='--', linewidth=0.5) + + if not ax.yaxis_inverted(): + ax.invert_yaxis() + + if unit_id is not None: + p.text( + 0.95, 0.95, + unit_id, + horizontalalignment='right', + verticalalignment='top', + transform=ax.transAxes, + color='0.3', + ) diff --git a/projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py b/projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py new file mode 100644 index 0000000..3f6e02c --- /dev/null +++ b/projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py @@ -0,0 +1,45 @@ +import sys +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path + +from pixtools import spike_rate + +from base import * + +sns.set(font_scale=0.4) +duration = 4 + +myexp.set_cache("overwrite") + +# This selects the specific neuronal units will be included in the plots +units = myexp.select_units( + group="good", # Gives quality of units, here good only + max_depth=1500, # Give us units above a depth of 1500um + name="cortex", # The name to cache the info under +#If dealing with pre-phy data be sure to specify "uncurated = TRUE" in the select_units function +) + +correct = myexp.align_trials( + ActionLabels.correct, + Events.led_off, + "spike_rate", + duration=duration, + units=units, +) + +ci = "sd" +#ci = 95 + +for s, session in enumerate(myexp): + name = session.name + + # per unit + spike_rate.per_unit_spike_rate(correct[s], ci=ci) + plt.suptitle( + f"Session {name} - per-unit across-trials firing rate (aligned to grasp)" + ) + utils.save(fig_dir / f"unit_spike_rate_correct_{duration}s_{name}_{ci}") + + ## per trial + # spike_rate.per_trial_spike_rate(correct[s], ci=ci) + # plt.suptitle(f'Session {name} - per-trial across-units firing rate (aligned to grasp)') + # utils.save(fig_dir / f'trial_spike_rate_correct_{duration}s_{name}_sd') From 1bdfe1e9d6287839758b10f58e37b45d313e6863 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Tue, 8 Mar 2022 15:25:34 +0000 Subject: [PATCH 02/18] Moved confidence interval function to new folder --- .../responsiveness/CI_Analysis_pointplot.py | 81 ++++++++++++++++ .../{ => responsiveness}/responsiveness.py | 0 .../FullAnalysis/CI_Analysis.py | 69 +++++++++++--- .../Figures/VR46_211024_CI Plot.png | Bin 0 -> 21730 bytes .../Figures/VR46_211025_CI Plot.png | Bin 0 -> 21260 bytes .../Aidan_Analysis/FullAnalysis/functions.py | 90 +++++++++++++++++- 6 files changed, 224 insertions(+), 16 deletions(-) create mode 100644 pixtools/responsiveness/CI_Analysis_pointplot.py rename pixtools/{ => responsiveness}/responsiveness.py (100%) create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR46_211024_CI Plot.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR46_211025_CI Plot.png diff --git a/pixtools/responsiveness/CI_Analysis_pointplot.py b/pixtools/responsiveness/CI_Analysis_pointplot.py new file mode 100644 index 0000000..ca66036 --- /dev/null +++ b/pixtools/responsiveness/CI_Analysis_pointplot.py @@ -0,0 +1,81 @@ +def significance_extraction(CI): + """ + This function takes the output of the get_aligned_spike_rate_CI method under the myexp class and extracts any significant values, returning a dataframe in the same format. + + CI: The dataframe created by the CI calculation previously mentioned + + """ + + sig = [] + keys=[] + rec_num = 0 + + #This loop iterates through each column, storing the data as un, and the location as s + for s, unit in CI.items(): + #Now iterate through each recording, and unit + #Take any significant values and append them to lists. + if unit.loc[2.5] > 0 or unit.loc[97.5] < 0: + sig.append(unit) #Append the percentile information for this column to a list + keys.append(s) #append the information containing the point at which the iteration currently stands + + + #Now convert this list to a dataframe, using the information stored in the keys list to index it + sigs = pd.concat( + sig, axis = 1, copy = False, + keys=keys, + names=["session", "unit", "rec_num"] + ) + + return sigs + +def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): + """ + + This function takes the CI data and significant values and plots them relative to zero. + May specify if percentiles should be plotted in ascending or descending order. + + CIs: The output of the get_aligned_spike_rate_CI function, i.e., bootstrapped confidence intervals for spike rates relative to two points. + + sig_CIs: The output of the significance_extraction function, i.e., the units from the bootstrapping analysis whose confidence intervals do not straddle zero + + exp: The experimental session to analyse, defined in base.py + + sig_only: Whether to plot only the significant values obtained from the bootstrapping analysis (True/False) + + dir_ascending: Whether to plot the values in ascending order (True/False) + + """ + #First sort the data into long form for both datasets, by percentile + CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) + CIs_long = CIs_long.reset_index() + CIs_long["index"] = pd.Series(range(0, CIs_long.shape[0]))#reset the index column to allow ordered plotting + + CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) + CIs_long_sig = CIs_long_sig.reset_index() + CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) + + #Now select if we want only significant values plotted, else raise an error. + if sig_only is True: + data = CIs_long_sig + + elif sig_only is False: + data = CIs_long + + else: + raise TypeError("Sig_only argument must be a boolean operator (True/False)") + + #Plot this data for the experimental sessions as a pointplot. + for s, session in enumerate(exp): + name = session.name + + p = sns.pointplot( + x="unit", y = "value", data = data.loc[(data.session == s)], + order = data.loc[(data.session == s)]["unit"].unique(), join = False, legend = None) #Plots in the order of the units as previously set, uses unique values to prevent double plotting + + p.set_xlabel("Unit") + p.set_ylabel("Confidence Interval") + p.set(xticklabels=[]) + p.axhline(0) + plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) #Wraps the title of the plot to fit on the page. + + plt.show() \ No newline at end of file diff --git a/pixtools/responsiveness.py b/pixtools/responsiveness/responsiveness.py similarity index 100% rename from pixtools/responsiveness.py rename to pixtools/responsiveness/responsiveness.py diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py index 23cdb98..e3b884b 100644 --- a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py @@ -82,22 +82,58 @@ def significance_extraction(CI): sigs = significance_extraction(CIs) #Now we have successfully derived confidence intervals, we may plot these as a scatter for each unit, with a line denoting the critical point -CIs_l_sig=sigs.reset_index().melt("percentile").sort_values("value", ascending=False) #Convert the dataframe to long form, then order by value increasing -CIs_l_sig = CIs_l_sig.reset_index(drop=True) +#TODO: Convert this to a function, with the option to specify only sig values or all vals +def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): + """ -for s, session in enumerate(myexp): - name = session.name + This function takes the CI data and significant values and plots them relative to zero. + May specify if percentiles should be plotted in ascending or descending order. - p = sns.stripplot( - x="unit", y = "value", data = CIs_l_sig.loc[(CIs_l_sig.session == s)], hue = "percentile" - ) - p.set_xlabel("Unit") - p.set_ylabel("Confidence Interval") - #p.set(xticklabels=[]) - p.axhline(0) - plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) + CIs: The output of the get_aligned_spike_rate_CI function, i.e., bootstrapped confidence intervals for spike rates relative to two points. - plt.show() + sig_CIs: The output of the significance_extraction function, i.e., the units from the bootstrapping analysis whose confidence intervals do not straddle zero + + exp: The experimental session to analyse, defined in base.py + + sig_only: Whether to plot only the significant values obtained from the bootstrapping analysis (True/False) + + dir_ascending: Whether to plot the values in ascending order (True/False) + + """ + #First sort the data into long form for both datasets, by percentile + CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) + CIs_long = CIs_long.reset_index() + CIs_long["index"] = pd.Series(range(0, CIs_long.shape[0]))#reset the index column to allow ordered plotting + + CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) + CIs_long_sig = CIs_long_sig.reset_index() + CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) + + #Now select if we want only significant values plotted, else raise an error. + if sig_only is True: + data = CIs_long_sig + + elif sig_only is False: + data = CIs_long + + else: + raise TypeError("Sig_only argument must be a boolean operator (True/False)") + + #Plot this data for the experimental sessions as a pointplot. + for s, session in enumerate(exp): + name = session.name + + p = sns.pointplot( + x="unit", y = "value", data = data.loc[(data.session == s)], + order = data.loc[(data.session == s)]["unit"].unique(), join = False, legend = None) #Plots in the order of the units as previously set, uses unique values to prevent double plotting + + p.set_xlabel("Unit") + p.set_ylabel("Confidence Interval") + p.set(xticklabels=[]) + p.axhline(0) + plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) #Wraps the title of the plot to fit on the page. + + plt.show() #Can also make a pie chart detailing the proportions of the whole collection of units that were signifcant @@ -118,12 +154,15 @@ def significance_extraction(CI): #Remember due to the different methods of storage these functions differ sig_count = len(sig_data.unit.unique()) nonsig_count = len(ses_data.columns) - sig_count - prop.append(sig_count) prop.append(nonsig_count) 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zML?_=UeH`v9={ri_e=y~A7pu?LDq;gsjwhfsbm;xk)|?Yu?M2CrH=MN+G_-aEzX4@ z6gp+m{xq{3ml?!^nUNxF$r84_rkZ^QmhS_;;W=Fu*e@?Uu-d|q<;fi7SK=Rgx-cmF zN^|Rimc2wmxxHldOk1Fe_;f^sik(Vj=WwC%r+Q2Z+y!8gqR$z@;U=AhSFtqRNT z{-;djQd(P`*6XqU)Y)Bnwv3T*#~5rVoja5<3OJ{!2N)mc6*t;y7q;qok2}(aZi2 zBIgD;A;Z!@Db@r>Z&!&sglmF`Y;v{pS;H0}9zEu!6tDC>$UyLsvY`&wDdpF_P=rNe?L%62Z6Hv zX|6o9=<4jd580}hw>?ziif*HNZys}2B%>Bu_3WeBcgs2hbmZxG@;@n$hre_3TQ9c% ziQ`jBb}d<3f#L$4p9ZuVm4@g)>z~WW#3&>wj%Z#+MEp6=1iRka*I;%Z9+I90E9pM^ z25@CC5zrzO;W)LQKlhBXns(3M^kd>7H3)ymS3&h^|9N*z6ogeHz$3VS*ZIGigZ#}Y zvDhKZQ_*762a#oFhOg74MxDohhI5pVrv^cH5@$ z_PL;uOb_Fme62|n#O|_SpBPIJv;(C?QvlH5OXL6DSm5ss4$hR`0-l8SVI@JpS8$rE zeAotgh&fWSLh4m4`ih{=`J18euBmWG+UhsCXIbs3J4el<(l^r3V4I%?X%8F;FTjA| zVIr2fVS$Z1)l2;%M;7&gE^_o_@s)t~k5`!Ru6obmj?b|;dOnB-mmm-35pY9151d0n zb21Esl@-BOHA4z-ot=9NO`^ uLJvBzRDSH+u+%&{_{w 0 or unit.loc[97.5] < 0: + sig.append(unit) #Append the percentile information for this column to a list + keys.append(s) #append the information containing the point at which the iteration currently stands + + + #Now convert this list to a dataframe, using the information stored in the keys list to index it + sigs = pd.concat( + sig, axis = 1, copy = False, + keys=keys, + names=["session", "unit", "rec_num"] + ) + + return sigs + +def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): + """ + + This function takes the CI data and significant values and plots them relative to zero. + May specify if percentiles should be plotted in ascending or descending order. + + CIs: The output of the get_aligned_spike_rate_CI function, i.e., bootstrapped confidence intervals for spike rates relative to two points. + + sig_CIs: The output of the significance_extraction function, i.e., the units from the bootstrapping analysis whose confidence intervals do not straddle zero + + exp: The experimental session to analyse, defined in base.py + + sig_only: Whether to plot only the significant values obtained from the bootstrapping analysis (True/False) + + dir_ascending: Whether to plot the values in ascending order (True/False) + + """ + #First sort the data into long form for both datasets, by percentile + CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) + CIs_long = CIs_long.reset_index() + CIs_long["index"] = pd.Series(range(0, CIs_long.shape[0]))#reset the index column to allow ordered plotting + + CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) + CIs_long_sig = CIs_long_sig.reset_index() + CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) + + #Now select if we want only significant values plotted, else raise an error. + if sig_only is True: + data = CIs_long_sig + + elif sig_only is False: + data = CIs_long + + else: + raise TypeError("Sig_only argument must be a boolean operator (True/False)") + + #Plot this data for the experimental sessions as a pointplot. + for s, session in enumerate(exp): + name = session.name + + p = sns.pointplot( + x="unit", y = "value", data = data.loc[(data.session == s)], + order = data.loc[(data.session == s)]["unit"].unique(), join = False, legend = None) #Plots in the order of the units as previously set, uses unique values to prevent double plotting + + p.set_xlabel("Unit") + p.set_ylabel("Confidence Interval") + p.set(xticklabels=[]) + p.axhline(0) + plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) #Wraps the title of the plot to fit on the page. + + plt.show() \ No newline at end of file From c714062bebc12ac6e55ca4c5755c5d605af0b4a2 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 11 Mar 2022 17:31:39 +0000 Subject: [PATCH 03/18] Updated noise analysis to run as a function. --- .../FullAnalysis/noiseplot_SD_Clustering.py | 208 ++++++++++++------ 1 file changed, 144 insertions(+), 64 deletions(-) diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py index 913c3e9..11ff7c9 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py @@ -1,98 +1,178 @@ -#Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis -#If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise +# Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis +# If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise +# TODO: Test Functionality after noise analysis is complete, push to pixtools. -#First import required packages +# First import required packages import sys +import json -sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #Line will allow me to debug base.py code locally rather than github copy +sys.path.insert( + 0, "/home/s1735718/PixelsAnalysis/pixels" +) # Line will allow me to debug base.py code locally rather than github copy sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") from turtle import fd - -from matplotlib.pyplot import suptitle, xlabel from base import * -from noisebase import * from channeldepth import * from channeldepth import * from sklearn.cluster import KMeans +from pixels import Experiment +from pixels.behaviours.leverpush import LeverPush +from pixels.behaviours.pushpull import PushPull +from pixels.behaviours.reach import Reach +from pixels.behaviours.no_behaviour import NoBehaviour + import numpy as np import pandas as pd import seaborn as sns - +import datetime +import matplotlib.pyplot as plt from pixtools import clusters +from pixtools import utils + +# Now we shall read in the experimental data, defined below +# Remember, this selection is defined as exps, NOT myexp which is defined in the normal base file. Check this before continuing! + +# First define the experiment to analyse and sessions +noise_tests = Experiment( + ["noisetest1"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_unchanged = Experiment( + ["noisetest_unchanged"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_nopi = Experiment( + ["noisetest_nopi"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_no_caps = Experiment( + "VR50", + Reach, + "~/duguidlab/visuomotor_control/neuropixels", +) + +# This contains the list of experiments we want to plot noise for, here only interested in the reaching task +# Remember to change this in base.py +exps = {"reaching": myexp} + -#Now we shall read in the experimental data, here this shall be VR59 as specified in noisebase -#Remember, this selection is defined as exps, NOT myexp which is defined in the normal base file. Check this before continuing! -#Could I convert this to a function after refining it?? +def noise_per_channeldepth(exp_list, myexp): + """ + Function takes the experiments defined above (as exps dictionary) and extracts the noise for each channel, combining this into a dataframe -#Import the results of the noise analysis to a dataframe. -noise = [] #Create the empty array to hold the noise information + exp_list: the experiment dictionary defined above. -for name, exp in exps.items(): - for session in exp: - for i in range(len(session.files)): - path = session.processed / f"noise_{i}.json" - with path.open() as fd: - ses_noise = json.load(fd) - date = datetime.datetime.strptime(session.name[:6], "%y%m%d") - for SD in ses_noise["SDs"]: - noise.append((session.name, date, name, SD)) + myexp: the experiment defined in base.py, will extract the depth information from here. + """ + noise = [] # Create the empty array to hold the noise information -df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs"]) + for name, exp in exp_list.items(): + for session in exp: + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + date = datetime.datetime.strptime(session.name[:6], "%y%m%d") + for SD in ses_noise["SDs"]: + noise.append((session.name, date, name, SD)) -#Now that we have saved the noise for this experiment, must import the depth information and concatenate -depth = meta_spikeglx(myexp, 0) -depth = depth.to_dataframe() + df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs"]) -df2 = pd.concat([df, depth], axis=1) + # Now that we have saved the noise for this experiment, must import the depth information and concatenate + depth = meta_spikeglx(myexp, 0) + depth = depth.to_dataframe() -#Now that we have both noise and depth information for every channel, we may perform a means clustering -#Initiate the kmeans class, describing the parameters of our analysis -#First double check how many clusters are required to best describe the data -#Reshape the array to allow clustering -df3=df2["SDs"].values.reshape(-1, 1) -Sum_of_squares=[] + df2 = pd.concat([df, depth], axis=1) -#Now determine the optimal number of clusters -k=range(1,10) -for num_clusters in k: - kmeans=KMeans(n_clusters=num_clusters) - kmeans.fit(df3) - Sum_of_squares.append(kmeans.inertia_) + return df2 -fig, ax = plt.subplots(2,1) -#This code will plot the elbow graph to give an overview of the variance in the data explained by the varying the number of clusters -#This gives the distance from the centroids, as a measure of the variability explained -#We want this to drop off indicating that there is no remaining data explained by further centroid inclusion +# Now that we have both noise and depth information for every channel, we may perform a means clustering +# Initiate the kmeans class, describing the parameters of our analysis +# First double check how many clusters are required to best describe the data +# Reshape the array to allow clustering +df2 = noise_per_channeldepth(exps, myexp) -plt.subplot(2, 1, 1) #Figure has two rows, one columns, this is the first plot -plt.plot(k, Sum_of_squares, "bx-") #bx gives blue x as each point. -plt.xlabel("Putative Number of Clusters") -plt.ylabel("Sum of Squares Distances/Inertia") -plt.title("Determining Optimal Number of Clusters for Analysis") +# Now determine the optimal number of clusters +def elbowplot(data, myexp): + """ + + This function takes data formatted according to the function above, containing the noise values for all channels + Will iterate through each experimental session, producing the appropriate graph. Should take the optimal number of clusters as the point at which the elbow bends. + This point is defined as the boundary where additional clusters no longer explain much more variance in the data. + + data: The dataframe, as formatted by noise_per_channel() + + myexp: The experiment, defined in base.py containing the session information. + + """ + + for s, session in enumerate(myexp): + name = session.name + ses_data = data.loc[data["session"] == name] + df3 = ses_data["SDs"].values.reshape( + -1, 1 + ) # Just gives all noise values, for each session + Sum_of_squares = [] # create an empty list to store these in. + + k = range(1, 10) + for num_clusters in k: + kmeans = KMeans(n_clusters=num_clusters) + kmeans.fit(df3) + Sum_of_squares.append(kmeans.inertia_) + + fig, ax = plt.subplots() + + # This code will plot the elbow graph to give an overview of the variance in the data explained by the varying the number of clusters + # This gives the distance from the centroids, as a measure of the variability explained + # We want this to drop off indicating that there is no remaining data explained by further centroid inclusion + + # Figure has two rows, one columns, this is the first plot + plt.plot(k, Sum_of_squares, "bx-") # bx gives blue x as each point. + plt.xlabel("Putative Number of Clusters") + plt.ylabel("Sum of Squares Distances/Inertia") + plt.title( + f"Determining Optimal Number of Clusters for Analysis - Session {name}" + ) + + plt.show() + + +# elbowplot(df2, myexp) +# Must now define kmeans parameters based on elbow analysis! +# Seems that 2 clusters is still optimal across datasets -#Must define kmeans parameters based on elbow analysis! kmeans = KMeans( - init="random", #Initiate the iterative analysis with random centres - n_clusters=2, #How many clusters to bin the data into, based on the elbow analysis - n_init=10, #Number of centroids to generate initially - max_iter=300, #Max number of iterations before ceasing analysis - random_state=42 #The random number seed for centroid generation + init="random", # Initiate the iterative analysis with random centres + n_clusters=2, # How many clusters to bin the data into, based on the elbow analysis! + n_init=10, # Number of centroids to generate initially + max_iter=300, # Max number of iterations before ceasing analysis + random_state=42, # The random number seed for centroid generation, can really be anything for our purposes ) -x_kmeans=kmeans.fit(df3) -y_means=kmeans.fit_predict(df3) -#Now plot the kmeans analysis -#Remember we use our original data (df2) but use the df3 analysis to generate the labels -plt.subplot(2, 1, 2) -plt.scatter(df2["y"], df2["SDs"], c=y_means, cmap="viridis") -plt.xlabel("Probe Channel Y-Coordinate") -plt.ylabel("Channel Noise (SD)") -plt.title(f"{myexp[0].name} Channel Noise k-Mean Clustering Analysis") +for s, session in enumerate(myexp): + name = session.name + + df2 = df2.loc[data["session"] == name] + x_kmeans = kmeans.fit(df2) + y_means = kmeans.fit_predict(df2) + + # Now plot the kmeans analysis + # Remember we use our original data (df2) but use the df3 analysis to generate the labels + plt.scatter(df2["y"], df2["SDs"], c=y_means, cmap="viridis") + plt.xlabel("Probe Channel Y-Coordinate") + plt.ylabel("Channel Noise (SD)") + plt.title(f"{myexp[0].name} Channel Noise k-Mean Clustering Analysis") -plt.show() \ No newline at end of file + plt.show() From 5d752d237c8ffc7fa532af3c7e0ab440f82b1576 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Sat, 12 Mar 2022 16:17:22 +0000 Subject: [PATCH 04/18] Formatted files, updated and created figures --- .../FullAnalysis/CI_Analysis.py | 104 +++++++++++++----- .../AllSessionPieChart_Significant.pdf | Bin 0 -> 16276 bytes .../AllSession_BarChart_Significant.pdf | Bin 0 -> 17476 bytes ...VR46_211024_PieChart_Significance_Plot.png | Bin 0 -> 29671 bytes ...VR46_211025_PieChart_Significance_Plot.png | Bin 0 -> 29775 bytes projects/Aidan_Analysis/FullAnalysis/base.py | 28 +++-- .../Aidan_Analysis/FullAnalysis/noisebase.py | 1 - .../noiseplot_By_Channel_Stripplot.py | 71 ++++++------ .../FullAnalysis/spikerate_plots_VR59.py | 6 +- 9 files changed, 131 insertions(+), 79 deletions(-) create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/AllSessionPieChart_Significant.pdf create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/AllSession_BarChart_Significant.pdf create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR46_211024_PieChart_Significance_Plot.png create mode 100644 projects/Aidan_Analysis/FullAnalysis/Figures/VR46_211025_PieChart_Significance_Plot.png diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py index e3b884b..6ffcbbf 100644 --- a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py @@ -7,14 +7,17 @@ import numpy as np import pandas as pd import matplotlib.pyplot as plt +from matplotlib import cm from pandas import melt import seaborn as sns from textwrap import wrap +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools.utils import Subplots2D sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #use the local copy of base.py from base import * -#First select units to analyse +#First select units to analyse, will take all units in the brain, i.e. across the full 3500um recording range units = myexp.select_units( group="good", max_depth=3500, @@ -31,7 +34,7 @@ bl_label=ActionLabels.correct_left | ActionLabels.correct_right, bl_event=Events.led_on, #The baseline will examine the ITI (i.e., time before the trial began) - bl_start=-5.000, + bl_start=-4.000, #Will catch every trial's ITI while avoiding the tail end of the previous trial bl_end=0.000, ss=20, #The size of each sample to take @@ -61,11 +64,11 @@ def significance_extraction(CI): keys=[] rec_num = 0 - #This loop iterates through each column, storing the data as un, and the location as s + #This loop iterates through each column, storing the data as unit, and the location as s for s, unit in CI.items(): #Now iterate through each recording, and unit #Take any significant values and append them to lists. - if unit.loc[2.5] > 0 or unit.loc[97.5] < 0: + if unit.loc[2.5] >= 0 or unit.loc[97.5] <= 0: sig.append(unit) #Append the percentile information for this column to a list keys.append(s) #append the information containing the point at which the iteration currently stands @@ -82,7 +85,8 @@ def significance_extraction(CI): sigs = significance_extraction(CIs) #Now we have successfully derived confidence intervals, we may plot these as a scatter for each unit, with a line denoting the critical point -#TODO: Convert this to a function, with the option to specify only sig values or all vals +#TODO: Add code to plot a vertical line at the point where percentiles cross zero. Allows for a visual representation of proportion. + def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): """ @@ -98,7 +102,9 @@ def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): sig_only: Whether to plot only the significant values obtained from the bootstrapping analysis (True/False) dir_ascending: Whether to plot the values in ascending order (True/False) - + + NB: Remember to change the title of the graph if making a different comparison! + """ #First sort the data into long form for both datasets, by percentile CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) @@ -119,10 +125,11 @@ def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): else: raise TypeError("Sig_only argument must be a boolean operator (True/False)") + #Plot this data for the experimental sessions as a pointplot. for s, session in enumerate(exp): name = session.name - + p = sns.pointplot( x="unit", y = "value", data = data.loc[(data.session == s)], order = data.loc[(data.session == s)]["unit"].unique(), join = False, legend = None) #Plots in the order of the units as previously set, uses unique values to prevent double plotting @@ -138,34 +145,79 @@ def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): #Can also make a pie chart detailing the proportions of the whole collection of units that were signifcant #Can simply compare the lengths of the unique values in the unit columns of the dataframes -#Why are these exactly half? Run another experimental session to check! - +#Convert this to two bar charts, one displaying proportion, like this. And another displaying actual values. +#Proportion on a scale of zero to one +#Will append these two seperate dataframes + +colors = plt.get_cmap("Pastel1") +prop = [] +count = [] +ses_key = [] + for s, session in enumerate(myexp): - prop = [] - ses_data = CIs[s] - sig_data = sigs[s].reset_index().melt("percentile").sort_values("value", ascending=False) - sig_data = sig_data.reset_index(drop=True) + #First will create the dataframe of proportion vs total. (zero to one) - #Get a longform dataframe of all CIs calcluated across units - CIs_long = ses_data.reset_index().melt("percentile").sort_values("value", ascending=False) - CIs_long = ses_data.reset_index(drop=True) + name = session.name + ses_data = CIs[s] + sig_data = sigs[s] + + #Now calculate the proportion of significant to nonsignificant units - #Remember due to the different methods of storage these functions differ - sig_count = len(sig_data.unit.unique()) + sig_count = len(sig_data.columns) nonsig_count = len(ses_data.columns) - sig_count - prop.append(sig_count) - prop.append(nonsig_count) - #Now plot a pie chart - fig, ax = plt.subplots() + #This divides the group of units by the total number in a session to give the proportion of units on a scale of zero to one + sig_prop = sig_count/len(ses_data.columns) + nonsig_prop = nonsig_count/len(ses_data.columns) + + #Now append these values to prop, and save key for this iteration + prop.append([sig_prop, nonsig_prop]) + ses_key.append(name) #This will hold the name of the sesision the proportions were calc. from - ax.pie(prop, labels = ["Significant Units", "Non-significant Units"], - autopct="%1.1f%%") - ax.axis("equal") - plt.show() + #Then shall create another dataframe containing the actual number of sig vs nonsig units + count.append([sig_count, nonsig_count]) + +#Now concatenate these lists as a dataframe +counts = pd.DataFrame( + count, copy = False, + columns = ["sig count", "nonsig count"] +) + +props = pd.DataFrame( + prop, copy=False, + columns = ["sig proportion", "nonsig proportion"] +) + +counts["session"] = ses_key +props["session"] = ses_key + + +#Finally, plot this data as two seperate stacked bar charts +fig, ax = plt.subplots(nrows = 1, ncols = 2) #One row, two columns + + +props.plot.bar( + stacked = True, x = "session", ax = ax[0], legend = False, + xlabel="Session No.", ylabel = "Proportion of Total Units", + color={"sig proportion":"cornflowerblue", "nonsig proportion":"pink"} +) + + +counts.plot.bar( + stacked = True, x = "session", ax = ax[1], legend = False, + xlabel = "Session No.", ylabel = "Number of Units", + color={"sig count":"cornflowerblue", "nonsig count":"pink"} +) +ax[0].tick_params('x', labelrotation=45) +ax[1].tick_params('x', labelrotation=45) +plt.setp(ax[0].xaxis.get_majorticklabels(), ha='right') #Prevent the ticks from moving after rotating +plt.setp(ax[1].xaxis.get_majorticklabels(), ha='right') +plt.legend(["Responsive", "Non-Responsive"], loc=[1.1,0.5]) +plt.suptitle("\n".join(wrap("Proportion of Responsive to Non-Responsive Units - Compared Across 400ms Pre-Grasp vs. 4s ITI"))) +utils.save("/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures/AllSession_BarChart_Significant") diff --git a/projects/Aidan_Analysis/FullAnalysis/Figures/AllSessionPieChart_Significant.pdf b/projects/Aidan_Analysis/FullAnalysis/Figures/AllSessionPieChart_Significant.pdf new file mode 100644 index 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required data/paths for subsequent data processing +# TODO: add pixtools to path permenantly so I don't have to keep importing from a local copy +# TODO: run files through black to format -#Package required to change path +# Package required to change path from pathlib import Path import sys @@ -10,9 +10,13 @@ import matplotlib.pyplot as plt import seaborn as sns -fig_dir = Path("/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures") +fig_dir = Path( + "/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures" +) -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis")#Adds the location of the pixtools folder to the python path +sys.path.append( + "/home/s1735718/PixelsAnalysis/pixels-analysis" +) # Adds the location of the pixtools folder to the python path from pixels import Experiment from pixels.behaviours.reach import Reach, ActionLabels, Events from pixtools import utils @@ -26,12 +30,12 @@ # and the paths where it can find recording data (the folder containing 'raw', 'interim' # and 'processed' folders) and training metadata. -#Will import master data from visuomotor control/neuropixels +# Will import master data from visuomotor control/neuropixels -#Import the newly recorded VR59 data, there are three sessions (over three days of recording)! +# Import the newly recorded VR59 data, there are three sessions (over three days of recording)! myexp = Experiment( - "VR46", # This can be a list - Reach, #We want the reach behaviour - '~/duguidlab/visuomotor_control/neuropixels', #Where is the main data saved - '~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON', #Where is the metadata for the recording saved + ["VR46", "VR47", "VR49", "VR50"], # This can be a list + Reach, # We want the reach behaviour + "~/duguidlab/visuomotor_control/neuropixels", # Where is the main data saved + "~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON", # Where is the metadata for the recording saved ) diff --git a/projects/Aidan_Analysis/FullAnalysis/noisebase.py b/projects/Aidan_Analysis/FullAnalysis/noisebase.py index ec998fa..39c845e 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noisebase.py +++ b/projects/Aidan_Analysis/FullAnalysis/noisebase.py @@ -44,7 +44,6 @@ ) #This contains the list of experiments we want to plot noise for, here only interested in the reaching task -#i.e., VR50 #Remember to change this in base.py exps = { "reaching": myexp diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py index 0f1a0f2..a863a2e 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py @@ -1,11 +1,14 @@ -#This script will assess the noise in the recordings from the cortex, to allow us to decide which recordings to use -#Import required packages and data from base files -#NB: I changed how unit_depths() works in my local copy to remove the reference to rec_num - +# This script will assess the noise in the recordings from the cortex, to allow us to decide which recordings to use +# Import required packages and data from base files +# NB: I changed how unit_depths() works in my local copy to remove the reference to rec_num import sys -sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #Line will allow me to debug base.py code locally rather than github copy + +# Line will allow me to debug base.py code locally rather than github copy +sys.path.insert( + 0, "/home/s1735718/PixelsAnalysis/pixels" +) sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") @@ -23,24 +26,19 @@ import seaborn as sns - # Now select the experiment we want to use # Here we are taking the data from the 17th. -#Now from this data, give us all units that are good and within the cortex -units = myexp.select_units( - group = "good", - max_depth=1500, - name="cortex" -) +# Now from this data, give us all units that are good and within the cortex +units = myexp.select_units(group="good", max_depth=1500, name="cortex") # #Now that we have the units selected, let us assess the noise -#myexp.assess_noise() +# myexp.assess_noise() -#now read these dataframes in from the json files just created -#If we want to change the data read in, simply change the experimental call in noisebase! -#May also add more experiments to the list here if desired! +# now read these dataframes in from the json files just created +# If we want to change the data read in, simply change the experimental call in noisebase! +# May also add more experiments to the list here if desired! noise = [] for name, exp in exps.items(): @@ -52,53 +50,52 @@ date = datetime.datetime.strptime(session.name[:6], "%y%m%d") for SD in ses_noise["SDs"]: noise.append((session.name, date, name, SD)) - + df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs", "median SD"]) -#Now read in the metadata containing channel coordinates and convert it to dataframe format +# Now read in the metadata containing channel coordinates and convert it to dataframe format -depth1 = meta_spikeglx(myexp, 0) #give us data for session1, session two will be the same so perhaps we can simply clone this?? +depth1 = meta_spikeglx( + myexp, 0 +) # give us data for session1, session two will be the same so perhaps we can simply clone this?? depth1 = depth1.to_dataframe() -depth = pd.concat([depth1, depth1.copy()], axis =0) +depth = pd.concat([depth1, depth1.copy()], axis=0) # ##Can use the code below to print the individual datapoints rather than just the median, with each point representing the noise from each channel## # #First requires we convert the dataframe to longform (Check this once the fixed noise assessment has completed running) -df2=df.set_index("date")["SDs"].apply(pd.Series).stack() -df2=df2.reset_index() -df2.columns = ['date', "channel", "SDs"] +df2 = df.set_index("date")["SDs"].apply(pd.Series).stack() +df2 = df2.reset_index() +df2.columns = ["date", "channel", "SDs"] print(df2) # #Now add the required coordinates from the metadata # df2=pd.concat([df2, depth], axis=1).reset_index() # print(df2) - - -#Channel depth is simply organised in order of the noise json, so let us simply use the channel column in df2 as a binned category +# Channel depth is simply organised in order of the noise json, so let us simply use the channel column in df2 as a binned category fig, ax = plt.subplots() p = sns.stripplot( - x="date", y="SDs", data=df2, - palette="Spectral", ax=ax, hue="channel" + x="date", y="SDs", data=df2, palette="Spectral", ax=ax, hue="channel" ).set(title="Noise for Subject VR59") -ax.set_xticklabels([t.get_text().split("T")[0] for t in ax.get_xticklabels()]) #Remove zeroes from date line -ax.legend_.remove() #Remove the huge autogenerated legend +ax.set_xticklabels( + [t.get_text().split("T")[0] for t in ax.get_xticklabels()] +) # Remove zeroes from date line +ax.legend_.remove() # Remove the huge autogenerated legend -#Now will add a colour bar to change hue based on channel coordinates +# Now will add a colour bar to change hue based on channel coordinates -#This code adds a legend for the colourmap +# This code adds a legend for the colourmap cmap = plt.get_cmap("Spectral") -norm = plt.Normalize(df2["channel"].min(), df2['channel'].max()) -sm = ScalarMappable(norm=norm, cmap=cmap) +norm = plt.Normalize(df2["channel"].min(), df2["channel"].max()) +sm = ScalarMappable(norm=norm, cmap=cmap) sm.set_array([]) cbar = fig.colorbar(sm, ax=ax) -cbar.ax.set_title("\"Channel Num\"") +cbar.ax.set_title('"Channel Num"') plt.show() - - diff --git a/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py b/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py index d7c6069..faec577 100644 --- a/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py +++ b/projects/Aidan_Analysis/FullAnalysis/spikerate_plots_VR59.py @@ -35,7 +35,7 @@ #Now run the code to enumerate over the exp. #The code will plot the spike rates of every unit selected above aligned to the defined event - +#For every session for s, session in enumerate(myexp): name = session.name @@ -44,5 +44,5 @@ plt.suptitle( f"Session {name} - per-unit across-trials firing rate (aligned to LED on)", ) -plt.set_size_inches(10, 10) -plt.show() #Plot this information + plt.set_size_inches(10, 10) + plt.show() #Plot this information From 2b890cd2289ce5594c53766d28689f6be39f4e85 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Sat, 12 Mar 2022 16:22:32 +0000 Subject: [PATCH 05/18] Created file containing noise clustering function/plot --- .../noise_analysis_SD_kmeans_Clustering.py | 178 ++++++++++++++++++ 1 file changed, 178 insertions(+) create mode 100644 pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py diff --git a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py new file mode 100644 index 0000000..11ff7c9 --- /dev/null +++ b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py @@ -0,0 +1,178 @@ +# Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis +# If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise +# TODO: Test Functionality after noise analysis is complete, push to pixtools. + +# First import required packages +import sys +import json + +sys.path.insert( + 0, "/home/s1735718/PixelsAnalysis/pixels" +) # Line will allow me to debug base.py code locally rather than github copy +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") + +from turtle import fd +from base import * +from channeldepth import * +from channeldepth import * +from sklearn.cluster import KMeans + +from pixels import Experiment +from pixels.behaviours.leverpush import LeverPush +from pixels.behaviours.pushpull import PushPull +from pixels.behaviours.reach import Reach +from pixels.behaviours.no_behaviour import NoBehaviour + +import numpy as np +import pandas as pd +import seaborn as sns +import datetime +import matplotlib.pyplot as plt + +from pixtools import clusters +from pixtools import utils + +# Now we shall read in the experimental data, defined below +# Remember, this selection is defined as exps, NOT myexp which is defined in the normal base file. Check this before continuing! + +# First define the experiment to analyse and sessions +noise_tests = Experiment( + ["noisetest1"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_unchanged = Experiment( + ["noisetest_unchanged"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_nopi = Experiment( + ["noisetest_nopi"], + NoBehaviour, + "~/duguidlab/visuomotor_control/neuropixels", +) + +noise_test_no_caps = Experiment( + "VR50", + Reach, + "~/duguidlab/visuomotor_control/neuropixels", +) + +# This contains the list of experiments we want to plot noise for, here only interested in the reaching task +# Remember to change this in base.py +exps = {"reaching": myexp} + + +def noise_per_channeldepth(exp_list, myexp): + """ + Function takes the experiments defined above (as exps dictionary) and extracts the noise for each channel, combining this into a dataframe + + exp_list: the experiment dictionary defined above. + + myexp: the experiment defined in base.py, will extract the depth information from here. + """ + noise = [] # Create the empty array to hold the noise information + + for name, exp in exp_list.items(): + for session in exp: + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + date = datetime.datetime.strptime(session.name[:6], "%y%m%d") + for SD in ses_noise["SDs"]: + noise.append((session.name, date, name, SD)) + + df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs"]) + + # Now that we have saved the noise for this experiment, must import the depth information and concatenate + depth = meta_spikeglx(myexp, 0) + depth = depth.to_dataframe() + + df2 = pd.concat([df, depth], axis=1) + + return df2 + + +# Now that we have both noise and depth information for every channel, we may perform a means clustering +# Initiate the kmeans class, describing the parameters of our analysis +# First double check how many clusters are required to best describe the data +# Reshape the array to allow clustering +df2 = noise_per_channeldepth(exps, myexp) + +# Now determine the optimal number of clusters +def elbowplot(data, myexp): + + """ + + This function takes data formatted according to the function above, containing the noise values for all channels + Will iterate through each experimental session, producing the appropriate graph. Should take the optimal number of clusters as the point at which the elbow bends. + This point is defined as the boundary where additional clusters no longer explain much more variance in the data. + + data: The dataframe, as formatted by noise_per_channel() + + myexp: The experiment, defined in base.py containing the session information. + + """ + + for s, session in enumerate(myexp): + name = session.name + ses_data = data.loc[data["session"] == name] + df3 = ses_data["SDs"].values.reshape( + -1, 1 + ) # Just gives all noise values, for each session + Sum_of_squares = [] # create an empty list to store these in. + + k = range(1, 10) + for num_clusters in k: + kmeans = KMeans(n_clusters=num_clusters) + kmeans.fit(df3) + Sum_of_squares.append(kmeans.inertia_) + + fig, ax = plt.subplots() + + # This code will plot the elbow graph to give an overview of the variance in the data explained by the varying the number of clusters + # This gives the distance from the centroids, as a measure of the variability explained + # We want this to drop off indicating that there is no remaining data explained by further centroid inclusion + + # Figure has two rows, one columns, this is the first plot + plt.plot(k, Sum_of_squares, "bx-") # bx gives blue x as each point. + plt.xlabel("Putative Number of Clusters") + plt.ylabel("Sum of Squares Distances/Inertia") + plt.title( + f"Determining Optimal Number of Clusters for Analysis - Session {name}" + ) + + plt.show() + + +# elbowplot(df2, myexp) +# Must now define kmeans parameters based on elbow analysis! +# Seems that 2 clusters is still optimal across datasets + +kmeans = KMeans( + init="random", # Initiate the iterative analysis with random centres + n_clusters=2, # How many clusters to bin the data into, based on the elbow analysis! + n_init=10, # Number of centroids to generate initially + max_iter=300, # Max number of iterations before ceasing analysis + random_state=42, # The random number seed for centroid generation, can really be anything for our purposes +) + + +for s, session in enumerate(myexp): + name = session.name + + df2 = df2.loc[data["session"] == name] + x_kmeans = kmeans.fit(df2) + y_means = kmeans.fit_predict(df2) + + # Now plot the kmeans analysis + # Remember we use our original data (df2) but use the df3 analysis to generate the labels + plt.scatter(df2["y"], df2["SDs"], c=y_means, cmap="viridis") + plt.xlabel("Probe Channel Y-Coordinate") + plt.ylabel("Channel Noise (SD)") + plt.title(f"{myexp[0].name} Channel Noise k-Mean Clustering Analysis") + + plt.show() From 0002ff3b05094cbbda94c36b0e2986c69257220c Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Thu, 17 Mar 2022 15:56:14 +0000 Subject: [PATCH 06/18] Updated CI analysis function --- .../FullAnalysis/CI_Analysis.py | 2 +- .../CI_Analysis_responsiveness.py | 44 ++++++ projects/Aidan_Analysis/FullAnalysis/base.py | 2 +- .../FullAnalysis/noiseplot_SD_Clustering.py | 135 ++++++++---------- 4 files changed, 103 insertions(+), 80 deletions(-) create mode 100644 projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py index 6ffcbbf..09685df 100644 --- a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py @@ -14,7 +14,7 @@ sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") from pixtools.utils import Subplots2D -sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #use the local copy of base.py +#sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #use the local copy of base.py from base import * #First select units to analyse, will take all units in the brain, i.e. across the full 3500um recording range diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py new file mode 100644 index 0000000..b55ba95 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py @@ -0,0 +1,44 @@ +#This file will produce graphs detailing the relative responsiveness of units. Will have three scatters: +#Did not significantly change (unresponsive), increased in activity, decreased in activity. +#Can import data from CI Analysis + +import sys +from base import * +from CI_Analysis import significance_extraction +from CI_Analysis import percentile_plot + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools.utils import Subplots2D +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #use the local copy of base.py + + + +#First select the units that shall be analysed +units = myexp.select_units( + group="good", + max_depth=3500, + name="unit" +) + +#Then align spike rates to trial, and gennerate confidence intervals +#Will once again compare peak reach time to a 4s ITI period acting as baseline +#Think this is still trying to use the old version, update from git? + +CIs = myexp.get_aligned_spike_rate_CI( + label=ActionLabels.correct_left | ActionLabels.correct_right, + event=Events.led_off, + start=-0.400, #Start the analysis 400ms before LED turns off + step=0.400, #Make this analysis in one step, not looking after or before + end=0.000, #Finish the analysis for each unit when the grasp is made + + bl_label=ActionLabels.correct_left | ActionLabels.correct_right, + bl_event=Events.led_on, #The baseline will examine the ITI (i.e., time before the trial began) + bl_start=-4.000, #Will catch every trial's ITI while avoiding the tail end of the previous trial + bl_end=0.000, + + ss=20, #The size of each sample to take + CI=95, #Confidence interval to analyse to + bs=10000, #The number of times to take a pseudorandom sample for bootstrapping + units=units +) + diff --git a/projects/Aidan_Analysis/FullAnalysis/base.py b/projects/Aidan_Analysis/FullAnalysis/base.py index 622b610..530865b 100644 --- a/projects/Aidan_Analysis/FullAnalysis/base.py +++ b/projects/Aidan_Analysis/FullAnalysis/base.py @@ -34,7 +34,7 @@ # Import the newly recorded VR59 data, there are three sessions (over three days of recording)! myexp = Experiment( - ["VR46", "VR47", "VR49", "VR50"], # This can be a list + ["VR46", "VR47", "VR49", "VR52", "VR55", "VR59"], # This can be a list Reach, # We want the reach behaviour "~/duguidlab/visuomotor_control/neuropixels", # Where is the main data saved "~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON", # Where is the metadata for the recording saved diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py index 11ff7c9..8ca2ff4 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py @@ -1,106 +1,78 @@ # Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis # If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise # TODO: Test Functionality after noise analysis is complete, push to pixtools. - # First import required packages -import sys + import json +import sys sys.path.insert( 0, "/home/s1735718/PixelsAnalysis/pixels" ) # Line will allow me to debug base.py code locally rather than github copy sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +import datetime from turtle import fd -from base import * -from channeldepth import * -from channeldepth import * -from sklearn.cluster import KMeans +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import seaborn as sns from pixels import Experiment from pixels.behaviours.leverpush import LeverPush +from pixels.behaviours.no_behaviour import NoBehaviour from pixels.behaviours.pushpull import PushPull from pixels.behaviours.reach import Reach -from pixels.behaviours.no_behaviour import NoBehaviour - -import numpy as np -import pandas as pd -import seaborn as sns -import datetime -import matplotlib.pyplot as plt - -from pixtools import clusters -from pixtools import utils - -# Now we shall read in the experimental data, defined below -# Remember, this selection is defined as exps, NOT myexp which is defined in the normal base file. Check this before continuing! - -# First define the experiment to analyse and sessions -noise_tests = Experiment( - ["noisetest1"], - NoBehaviour, - "~/duguidlab/visuomotor_control/neuropixels", -) - -noise_test_unchanged = Experiment( - ["noisetest_unchanged"], - NoBehaviour, - "~/duguidlab/visuomotor_control/neuropixels", -) - -noise_test_nopi = Experiment( - ["noisetest_nopi"], - NoBehaviour, - "~/duguidlab/visuomotor_control/neuropixels", -) - -noise_test_no_caps = Experiment( - "VR50", - Reach, - "~/duguidlab/visuomotor_control/neuropixels", -) +from pixtools import clusters, utils +from sklearn.cluster import KMeans -# This contains the list of experiments we want to plot noise for, here only interested in the reaching task -# Remember to change this in base.py -exps = {"reaching": myexp} +from base import * +from channeldepth import * -def noise_per_channeldepth(exp_list, myexp): +#TODO: Fix this function! Why isn't it properly concatenating. +def noise_per_channeldepth(myexp): """ - Function takes the experiments defined above (as exps dictionary) and extracts the noise for each channel, combining this into a dataframe - - exp_list: the experiment dictionary defined above. + Function extracts the noise for each channel, combining this into a dataframe myexp: the experiment defined in base.py, will extract the depth information from here. """ - noise = [] # Create the empty array to hold the noise information - - for name, exp in exp_list.items(): - for session in exp: - for i in range(len(session.files)): - path = session.processed / f"noise_{i}.json" - with path.open() as fd: - ses_noise = json.load(fd) - date = datetime.datetime.strptime(session.name[:6], "%y%m%d") - for SD in ses_noise["SDs"]: - noise.append((session.name, date, name, SD)) - - df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs"]) - - # Now that we have saved the noise for this experiment, must import the depth information and concatenate - depth = meta_spikeglx(myexp, 0) - depth = depth.to_dataframe() - - df2 = pd.concat([df, depth], axis=1) + noise = pd.DataFrame(columns=["session", "project", "SDs", "x", "y"]) # Create the empty array to hold the noise information + depths = meta_spikeglx(myexp, 0) + depths = depths.to_dataframe() + coords = depths[["x", "y"]] # Create a dataframe containing the generic x and y coords. + tot_noise = [] + #Iterate through each session, taking the noise for each file and loading them into one continuous data frame. + for s, session in enumerate(myexp): + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + + chan_noises = [] + for j, SD in enumerate(ses_noise["SDs"][0:-1]): #This will iterate over first 384 channels, and exclude the sync channel + x = coords["x"].iloc[j] + y = coords["y"].iloc[j] + noise_row = pd.DataFrame.from_records( + {"session":[session.name], "SDs":[SD], "x": x, "y": y} + ) + chan_noises.append(noise_row) + + #Take all datafrom channel noises for a session, then concatenate + noise = pd.concat(chan_noises) + tot_noise.append(noise) #Take all channel noises and add to a master file + df2 = pd.concat(tot_noise) #Convert this master file, containing every sessions noise data into a dataframe + return df2 +df2 = noise_per_channeldepth(myexp) # Now that we have both noise and depth information for every channel, we may perform a means clustering # Initiate the kmeans class, describing the parameters of our analysis # First double check how many clusters are required to best describe the data # Reshape the array to allow clustering -df2 = noise_per_channeldepth(exps, myexp) + # Now determine the optimal number of clusters def elbowplot(data, myexp): @@ -148,7 +120,8 @@ def elbowplot(data, myexp): plt.show() -# elbowplot(df2, myexp) +#elbowplot(df2, myexp) + # Must now define kmeans parameters based on elbow analysis! # Seems that 2 clusters is still optimal across datasets @@ -160,19 +133,25 @@ def elbowplot(data, myexp): random_state=42, # The random number seed for centroid generation, can really be anything for our purposes ) - +# Plot the kmeans clustering by depth (y coord) with hue representing generated clusters. for s, session in enumerate(myexp): name = session.name - df2 = df2.loc[data["session"] == name] - x_kmeans = kmeans.fit(df2) - y_means = kmeans.fit_predict(df2) + ses = df2.loc[df2["session"] == name] + df3 = ses["SDs"].values.reshape(-1, 1) + x_kmeans = kmeans.fit(df3) + y_means = kmeans.fit_predict(df3) # Now plot the kmeans analysis # Remember we use our original data (df2) but use the df3 analysis to generate the labels - plt.scatter(df2["y"], df2["SDs"], c=y_means, cmap="viridis") + plt.scatter(ses["y"], ses["SDs"], c=y_means, cmap = "viridis" + + ) + plt.xlabel("Probe Channel Y-Coordinate") plt.ylabel("Channel Noise (SD)") - plt.title(f"{myexp[0].name} Channel Noise k-Mean Clustering Analysis") + plt.title(f"{myexp[s].name} Channel Noise k-Mean Clustering Analysis") + #Save figures to folder + utils.save(f"/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures/{myexp[s].name}_noise_clustering") plt.show() From 3bb076c98536faa3caaafac5eb85328a65f91df7 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 18 Mar 2022 11:37:09 +0000 Subject: [PATCH 07/18] Updated data wrangling in function, should only run when required --- pixtools/responsiveness/CI_Analysis_pointplot.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/pixtools/responsiveness/CI_Analysis_pointplot.py b/pixtools/responsiveness/CI_Analysis_pointplot.py index ca66036..e4d3e1c 100644 --- a/pixtools/responsiveness/CI_Analysis_pointplot.py +++ b/pixtools/responsiveness/CI_Analysis_pointplot.py @@ -45,17 +45,17 @@ def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): dir_ascending: Whether to plot the values in ascending order (True/False) """ - #First sort the data into long form for both datasets, by percentile + #First sort the data into long form for the full dataset, by percentile CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) CIs_long = CIs_long.reset_index() CIs_long["index"] = pd.Series(range(0, CIs_long.shape[0]))#reset the index column to allow ordered plotting - - CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) - CIs_long_sig = CIs_long_sig.reset_index() - CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) #Now select if we want only significant values plotted, else raise an error. if sig_only is True: + CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) + CIs_long_sig = CIs_long_sig.reset_index() + CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) + data = CIs_long_sig elif sig_only is False: From f9f7256b917a799cb11f0ba690c0674a05a41bf0 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 18 Mar 2022 11:44:31 +0000 Subject: [PATCH 08/18] Updated functions to utilise multiple experimental sessions and generalised script. --- .../noise_analysis_SD_kmeans_Clustering.py | 115 +++++------------- 1 file changed, 32 insertions(+), 83 deletions(-) diff --git a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py index 11ff7c9..63bdfdd 100644 --- a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py +++ b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py @@ -1,16 +1,10 @@ # Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis # If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise -# TODO: Test Functionality after noise analysis is complete, push to pixtools. # First import required packages import sys import json -sys.path.insert( - 0, "/home/s1735718/PixelsAnalysis/pixels" -) # Line will allow me to debug base.py code locally rather than github copy -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") - from turtle import fd from base import * from channeldepth import * @@ -32,67 +26,39 @@ from pixtools import clusters from pixtools import utils -# Now we shall read in the experimental data, defined below -# Remember, this selection is defined as exps, NOT myexp which is defined in the normal base file. Check this before continuing! - -# First define the experiment to analyse and sessions -noise_tests = Experiment( - ["noisetest1"], - NoBehaviour, - "~/duguidlab/visuomotor_control/neuropixels", -) - -noise_test_unchanged = Experiment( - ["noisetest_unchanged"], - NoBehaviour, - "~/duguidlab/visuomotor_control/neuropixels", -) - -noise_test_nopi = Experiment( - ["noisetest_nopi"], - NoBehaviour, - "~/duguidlab/visuomotor_control/neuropixels", -) - -noise_test_no_caps = Experiment( - "VR50", - Reach, - "~/duguidlab/visuomotor_control/neuropixels", -) - -# This contains the list of experiments we want to plot noise for, here only interested in the reaching task -# Remember to change this in base.py -exps = {"reaching": myexp} - - -def noise_per_channeldepth(exp_list, myexp): +def noise_per_channeldepth(myexp): """ - Function takes the experiments defined above (as exps dictionary) and extracts the noise for each channel, combining this into a dataframe - - exp_list: the experiment dictionary defined above. + Function extracts the noise for each channel, combining this into a dataframe myexp: the experiment defined in base.py, will extract the depth information from here. """ - noise = [] # Create the empty array to hold the noise information - - for name, exp in exp_list.items(): - for session in exp: - for i in range(len(session.files)): - path = session.processed / f"noise_{i}.json" - with path.open() as fd: - ses_noise = json.load(fd) - date = datetime.datetime.strptime(session.name[:6], "%y%m%d") - for SD in ses_noise["SDs"]: - noise.append((session.name, date, name, SD)) - - df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs"]) - - # Now that we have saved the noise for this experiment, must import the depth information and concatenate - depth = meta_spikeglx(myexp, 0) - depth = depth.to_dataframe() - - df2 = pd.concat([df, depth], axis=1) + noise = pd.DataFrame(columns=["session", "project", "SDs", "x", "y"]) # Create the empty array to hold the noise information + depths = meta_spikeglx(myexp, 0) + depths = depths.to_dataframe() + coords = depths[["x", "y"]] # Create a dataframe containing the generic x and y coords. + tot_noise = [] + #Iterate through each session, taking the noise for each file and loading them into one continuous data frame. + for s, session in enumerate(myexp): + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + + chan_noises = [] + for j, SD in enumerate(ses_noise["SDs"][0:-1]): #This will iterate over first 384 channels, and exclude the sync channel + x = coords["x"].iloc[j] + y = coords["y"].iloc[j] + noise_row = pd.DataFrame.from_records( + {"session":[session.name], "SDs":[SD], "x": x, "y": y} + ) + chan_noises.append(noise_row) + + #Take all datafrom channel noises for a session, then concatenate + noise = pd.concat(chan_noises) + tot_noise.append(noise) #Take all channel noises and add to a master file + df2 = pd.concat(tot_noise) #Convert this master file, containing every sessions noise data into a dataframe + return df2 @@ -100,9 +66,9 @@ def noise_per_channeldepth(exp_list, myexp): # Initiate the kmeans class, describing the parameters of our analysis # First double check how many clusters are required to best describe the data # Reshape the array to allow clustering -df2 = noise_per_channeldepth(exps, myexp) +df2 = noise_per_channeldepth(myexp) -# Now determine the optimal number of clusters +#Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots def elbowplot(data, myexp): """ @@ -148,10 +114,9 @@ def elbowplot(data, myexp): plt.show() -# elbowplot(df2, myexp) -# Must now define kmeans parameters based on elbow analysis! -# Seems that 2 clusters is still optimal across datasets +elbowplot(df2, myexp) +#Now run the k-means analysis kmeans = KMeans( init="random", # Initiate the iterative analysis with random centres n_clusters=2, # How many clusters to bin the data into, based on the elbow analysis! @@ -160,19 +125,3 @@ def elbowplot(data, myexp): random_state=42, # The random number seed for centroid generation, can really be anything for our purposes ) - -for s, session in enumerate(myexp): - name = session.name - - df2 = df2.loc[data["session"] == name] - x_kmeans = kmeans.fit(df2) - y_means = kmeans.fit_predict(df2) - - # Now plot the kmeans analysis - # Remember we use our original data (df2) but use the df3 analysis to generate the labels - plt.scatter(df2["y"], df2["SDs"], c=y_means, cmap="viridis") - plt.xlabel("Probe Channel Y-Coordinate") - plt.ylabel("Channel Noise (SD)") - plt.title(f"{myexp[0].name} Channel Noise k-Mean Clustering Analysis") - - plt.show() From ab5255ffdae5a4a4624324b970acd54a36e0309e Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 18 Mar 2022 11:50:46 +0000 Subject: [PATCH 09/18] Moved figures to local space to stop spamming the repo --- .../Figures/AllSessionPieChart_Significant.pdf | Bin 16276 -> 0 bytes .../AllSession_BarChart_Significant.pdf | Bin 17476 -> 0 bytes .../FullAnalysis/Figures/DepthVR59.png | Bin 69874 -> 0 bytes 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zfT%yIqwevFEFln+>YSV^@{^{vs^fHLmPPkVAy>DIjNo^ikIi|+_8&hPtv!%RSJ z9}i1ONC2m@u%#$^Q}|0pp)0a36mS1|KYtT|G!D@b@0ORb((I4E!I529^*jwFiY3L7_xM z5lCgY9|*N}gZRqR&4cXbY6tmZCGnDIama;C_VkuPBHjPolJxL$27^EZ>)>M#KAZS^ zl&6CeWM^xC1O!dLF^K-9EPh^&P6%Mh(FovjfBylGiU*t23Hk$rH6H$hNWWodVBmnB zt%6~I6<-a*0#CdehJ&}`s@Zfr zu>Z;pkn)d=@UZ7wJysfa1gr27@&C+0K!YR8s(u7Ki1t>)q(KD?l20c)+HP;v0=z{T+d!fQ^SY+186pF&$_u O3WY%k390T^L;N3PTItCE From c7f5f7b4ddaa9b0757ae72e1244309a9cdf36670 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 20 May 2022 10:33:09 +0100 Subject: [PATCH 10/18] Added a number of new scripts to my analyses folder concerning the first phase of dissertation work --- .../noise_analysis_SD_kmeans_Clustering.py | 18 - .../noise_analysis_sd_kmeans_clustering.py | 109 ++ .../responsiveness/ci_analysis_pointplot.py | 81 ++ .../FullAnalysis/.vscode/launch.json | 18 + .../FullAnalysis/CI_Analysis.py | 136 +-- .../CI_Analysis_responsiveness.py | 114 +- projects/Aidan_Analysis/FullAnalysis/base.py | 46 +- .../FullAnalysis/bin_delta_depth_plot.py | 461 ++++++++ .../FullAnalysis/bin_firingrate_ANOVA.py | 361 ++++++ .../FullAnalysis/bin_variance_analysis.py | 751 ++++++++++++ .../cell_atlas_neuron_distribution_M2.csv | 2 + .../FullAnalysis/dprime_training.py | 50 + .../firingrate_histogram_toLEDOFF.py | 75 +- .../FullAnalysis/firingrate_to_LED_on.py | 52 + .../Aidan_Analysis/FullAnalysis/functions.py | 1008 ++++++++++++++++- .../FullAnalysis/neuron_types.py | 211 ++++ .../noiseplot_By_Channel_Stripplot.py | 29 +- .../FullAnalysis/noiseplot_SD_Clustering.py | 68 +- .../FullAnalysis/phaseI_pm2_map.py | 376 ++++++ .../FullAnalysis/training_summary.py | 208 ++++ .../FullAnalysis/unit_binning_analysis.py | 486 ++++++++ .../Aidan_Analysis/PracticeAnalysis/base.py | 70 -- 22 files changed, 4445 insertions(+), 285 deletions(-) create mode 100644 pixtools/clusters/noise_analysis_sd_kmeans_clustering.py create mode 100644 pixtools/responsiveness/ci_analysis_pointplot.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/.vscode/launch.json create mode 100644 projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/bin_firingrate_ANOVA.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/bin_variance_analysis.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/cell_atlas_neuron_distribution_M2.csv create mode 100644 projects/Aidan_Analysis/FullAnalysis/dprime_training.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/firingrate_to_LED_on.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/neuron_types.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/training_summary.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/unit_binning_analysis.py delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/base.py diff --git a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py index 63bdfdd..0742be7 100644 --- a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py +++ b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py @@ -6,7 +6,6 @@ import json from turtle import fd -from base import * from channeldepth import * from channeldepth import * from sklearn.cluster import KMeans @@ -62,12 +61,6 @@ def noise_per_channeldepth(myexp): return df2 -# Now that we have both noise and depth information for every channel, we may perform a means clustering -# Initiate the kmeans class, describing the parameters of our analysis -# First double check how many clusters are required to best describe the data -# Reshape the array to allow clustering -df2 = noise_per_channeldepth(myexp) - #Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots def elbowplot(data, myexp): @@ -114,14 +107,3 @@ def elbowplot(data, myexp): plt.show() -elbowplot(df2, myexp) - -#Now run the k-means analysis -kmeans = KMeans( - init="random", # Initiate the iterative analysis with random centres - n_clusters=2, # How many clusters to bin the data into, based on the elbow analysis! - n_init=10, # Number of centroids to generate initially - max_iter=300, # Max number of iterations before ceasing analysis - random_state=42, # The random number seed for centroid generation, can really be anything for our purposes -) - diff --git a/pixtools/clusters/noise_analysis_sd_kmeans_clustering.py b/pixtools/clusters/noise_analysis_sd_kmeans_clustering.py new file mode 100644 index 0000000..0742be7 --- /dev/null +++ b/pixtools/clusters/noise_analysis_sd_kmeans_clustering.py @@ -0,0 +1,109 @@ +# Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis +# If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise + +# First import required packages +import sys +import json + +from turtle import fd +from channeldepth import * +from channeldepth import * +from sklearn.cluster import KMeans + +from pixels import Experiment +from pixels.behaviours.leverpush import LeverPush +from pixels.behaviours.pushpull import PushPull +from pixels.behaviours.reach import Reach +from pixels.behaviours.no_behaviour import NoBehaviour + +import numpy as np +import pandas as pd +import seaborn as sns +import datetime +import matplotlib.pyplot as plt + +from pixtools import clusters +from pixtools import utils + +def noise_per_channeldepth(myexp): + """ + Function extracts the noise for each channel, combining this into a dataframe + + myexp: the experiment defined in base.py, will extract the depth information from here. + """ + noise = pd.DataFrame(columns=["session", "project", "SDs", "x", "y"]) # Create the empty array to hold the noise information + depths = meta_spikeglx(myexp, 0) + depths = depths.to_dataframe() + coords = depths[["x", "y"]] # Create a dataframe containing the generic x and y coords. + tot_noise = [] + + #Iterate through each session, taking the noise for each file and loading them into one continuous data frame. + for s, session in enumerate(myexp): + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + + chan_noises = [] + for j, SD in enumerate(ses_noise["SDs"][0:-1]): #This will iterate over first 384 channels, and exclude the sync channel + x = coords["x"].iloc[j] + y = coords["y"].iloc[j] + noise_row = pd.DataFrame.from_records( + {"session":[session.name], "SDs":[SD], "x": x, "y": y} + ) + chan_noises.append(noise_row) + + #Take all datafrom channel noises for a session, then concatenate + noise = pd.concat(chan_noises) + tot_noise.append(noise) #Take all channel noises and add to a master file + df2 = pd.concat(tot_noise) #Convert this master file, containing every sessions noise data into a dataframe + + return df2 + + +#Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots +def elbowplot(data, myexp): + + """ + + This function takes data formatted according to the function above, containing the noise values for all channels + Will iterate through each experimental session, producing the appropriate graph. Should take the optimal number of clusters as the point at which the elbow bends. + This point is defined as the boundary where additional clusters no longer explain much more variance in the data. + + data: The dataframe, as formatted by noise_per_channel() + + myexp: The experiment, defined in base.py containing the session information. + + """ + + for s, session in enumerate(myexp): + name = session.name + ses_data = data.loc[data["session"] == name] + df3 = ses_data["SDs"].values.reshape( + -1, 1 + ) # Just gives all noise values, for each session + Sum_of_squares = [] # create an empty list to store these in. + + k = range(1, 10) + for num_clusters in k: + kmeans = KMeans(n_clusters=num_clusters) + kmeans.fit(df3) + Sum_of_squares.append(kmeans.inertia_) + + fig, ax = plt.subplots() + + # This code will plot the elbow graph to give an overview of the variance in the data explained by the varying the number of clusters + # This gives the distance from the centroids, as a measure of the variability explained + # We want this to drop off indicating that there is no remaining data explained by further centroid inclusion + + # Figure has two rows, one columns, this is the first plot + plt.plot(k, Sum_of_squares, "bx-") # bx gives blue x as each point. + plt.xlabel("Putative Number of Clusters") + plt.ylabel("Sum of Squares Distances/Inertia") + plt.title( + f"Determining Optimal Number of Clusters for Analysis - Session {name}" + ) + + plt.show() + + diff --git a/pixtools/responsiveness/ci_analysis_pointplot.py b/pixtools/responsiveness/ci_analysis_pointplot.py new file mode 100644 index 0000000..e4d3e1c --- /dev/null +++ b/pixtools/responsiveness/ci_analysis_pointplot.py @@ -0,0 +1,81 @@ +def significance_extraction(CI): + """ + This function takes the output of the get_aligned_spike_rate_CI method under the myexp class and extracts any significant values, returning a dataframe in the same format. + + CI: The dataframe created by the CI calculation previously mentioned + + """ + + sig = [] + keys=[] + rec_num = 0 + + #This loop iterates through each column, storing the data as un, and the location as s + for s, unit in CI.items(): + #Now iterate through each recording, and unit + #Take any significant values and append them to lists. + if unit.loc[2.5] > 0 or unit.loc[97.5] < 0: + sig.append(unit) #Append the percentile information for this column to a list + keys.append(s) #append the information containing the point at which the iteration currently stands + + + #Now convert this list to a dataframe, using the information stored in the keys list to index it + sigs = pd.concat( + sig, axis = 1, copy = False, + keys=keys, + names=["session", "unit", "rec_num"] + ) + + return sigs + +def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): + """ + + This function takes the CI data and significant values and plots them relative to zero. + May specify if percentiles should be plotted in ascending or descending order. + + CIs: The output of the get_aligned_spike_rate_CI function, i.e., bootstrapped confidence intervals for spike rates relative to two points. + + sig_CIs: The output of the significance_extraction function, i.e., the units from the bootstrapping analysis whose confidence intervals do not straddle zero + + exp: The experimental session to analyse, defined in base.py + + sig_only: Whether to plot only the significant values obtained from the bootstrapping analysis (True/False) + + dir_ascending: Whether to plot the values in ascending order (True/False) + + """ + #First sort the data into long form for the full dataset, by percentile + CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) + CIs_long = CIs_long.reset_index() + CIs_long["index"] = pd.Series(range(0, CIs_long.shape[0]))#reset the index column to allow ordered plotting + + #Now select if we want only significant values plotted, else raise an error. + if sig_only is True: + CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) + CIs_long_sig = CIs_long_sig.reset_index() + CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) + + data = CIs_long_sig + + elif sig_only is False: + data = CIs_long + + else: + raise TypeError("Sig_only argument must be a boolean operator (True/False)") + + #Plot this data for the experimental sessions as a pointplot. + for s, session in enumerate(exp): + name = session.name + + p = sns.pointplot( + x="unit", y = "value", data = data.loc[(data.session == s)], + order = data.loc[(data.session == s)]["unit"].unique(), join = False, legend = None) #Plots in the order of the units as previously set, uses unique values to prevent double plotting + + p.set_xlabel("Unit") + p.set_ylabel("Confidence Interval") + p.set(xticklabels=[]) + p.axhline(0) + plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) #Wraps the title of the plot to fit on the page. + + plt.show() \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/.vscode/launch.json b/projects/Aidan_Analysis/FullAnalysis/.vscode/launch.json new file mode 100644 index 0000000..1fbdcdc --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/.vscode/launch.json @@ -0,0 +1,18 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "Python: Current File", + "type": "python", + "request": "launch", + "program": "${file}", + "console": "integratedTerminal", + "stopOnEntry": true, + "justMyCode": false, + "editor.bracketPairColorization.independentColorPoolPerBracketType": true + } + ] +} \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py index 09685df..46c1398 100644 --- a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis.py @@ -25,23 +25,23 @@ ) #Now let us run the align spike rate CI and save this as CIs -CIs = myexp.get_aligned_spike_rate_CI( - label=ActionLabels.correct_left | ActionLabels.correct_right, - event=Events.led_off, - start=-0.400, #Start the analysis 400ms before LED turns off - step=0.400, #Make this analysis in one step, not looking after or before - end=0.000, #Finish the analysis for each unit when the grasp is made - - bl_label=ActionLabels.correct_left | ActionLabels.correct_right, - bl_event=Events.led_on, #The baseline will examine the ITI (i.e., time before the trial began) - bl_start=-4.000, #Will catch every trial's ITI while avoiding the tail end of the previous trial - bl_end=0.000, - - ss=20, #The size of each sample to take - CI=95, #Confidence interval to analyse to - bs=10000, #The number of times to take a pseudorandom sample for bootstrapping - units=units -) +# CIs = myexp.get_aligned_spike_rate_CI( +# label=ActionLabels.correct_left | ActionLabels.correct_right, +# event=Events.led_off, +# start=-0.400, #Start the analysis 400ms before LED turns off +# step=0.400, #Make this analysis in one step, not looking after or before +# end=0.000, #Finish the analysis for each unit when the grasp is made + +# bl_label=ActionLabels.correct_left | ActionLabels.correct_right, +# bl_event=Events.led_on, #The baseline will examine the ITI (i.e., time before the trial began) +# bl_start=-4.000, #Will catch every trial's ITI while avoiding the tail end of the previous trial +# bl_end=0.000, + +# ss=20, #The size of each sample to take +# CI=95, #Confidence interval to analyse to +# bs=10000, #The number of times to take a pseudorandom sample for bootstrapping +# units=units +# ) #Also create a dataset containing only values that do not straddle zero. #Could check if first and last percentile are different from zero @@ -82,7 +82,7 @@ def significance_extraction(CI): return sigs -sigs = significance_extraction(CIs) +#sigs = significance_extraction(CIs) #Now we have successfully derived confidence intervals, we may plot these as a scatter for each unit, with a line denoting the critical point #TODO: Add code to plot a vertical line at the point where percentiles cross zero. Allows for a visual representation of proportion. @@ -149,75 +149,75 @@ def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): #Proportion on a scale of zero to one #Will append these two seperate dataframes -colors = plt.get_cmap("Pastel1") -prop = [] -count = [] -ses_key = [] +# colors = plt.get_cmap("Pastel1") +# prop = [] +# count = [] +# ses_key = [] -for s, session in enumerate(myexp): - #First will create the dataframe of proportion vs total. (zero to one) +# for s, session in enumerate(myexp): +# #First will create the dataframe of proportion vs total. (zero to one) - name = session.name +# name = session.name - ses_data = CIs[s] - sig_data = sigs[s] +# ses_data = CIs[s] +# sig_data = sigs[s] - #Now calculate the proportion of significant to nonsignificant units - sig_count = len(sig_data.columns) - nonsig_count = len(ses_data.columns) - sig_count +# #Now calculate the proportion of significant to nonsignificant units +# sig_count = len(sig_data.columns) +# nonsig_count = len(ses_data.columns) - sig_count - #This divides the group of units by the total number in a session to give the proportion of units on a scale of zero to one - sig_prop = sig_count/len(ses_data.columns) - nonsig_prop = nonsig_count/len(ses_data.columns) +# #This divides the group of units by the total number in a session to give the proportion of units on a scale of zero to one +# sig_prop = sig_count/len(ses_data.columns) +# nonsig_prop = nonsig_count/len(ses_data.columns) - #Now append these values to prop, and save key for this iteration - prop.append([sig_prop, nonsig_prop]) - ses_key.append(name) #This will hold the name of the sesision the proportions were calc. from +# #Now append these values to prop, and save key for this iteration +# prop.append([sig_prop, nonsig_prop]) +# ses_key.append(name) #This will hold the name of the sesision the proportions were calc. from - #Then shall create another dataframe containing the actual number of sig vs nonsig units - count.append([sig_count, nonsig_count]) +# #Then shall create another dataframe containing the actual number of sig vs nonsig units +# count.append([sig_count, nonsig_count]) -#Now concatenate these lists as a dataframe -counts = pd.DataFrame( - count, copy = False, - columns = ["sig count", "nonsig count"] -) +# #Now concatenate these lists as a dataframe +# counts = pd.DataFrame( +# count, copy = False, +# columns = ["sig count", "nonsig count"] +# ) -props = pd.DataFrame( - prop, copy=False, - columns = ["sig proportion", "nonsig proportion"] -) +# props = pd.DataFrame( +# prop, copy=False, +# columns = ["sig proportion", "nonsig proportion"] +# ) -counts["session"] = ses_key -props["session"] = ses_key +# counts["session"] = ses_key +# props["session"] = ses_key -#Finally, plot this data as two seperate stacked bar charts -fig, ax = plt.subplots(nrows = 1, ncols = 2) #One row, two columns +# #Finally, plot this data as two seperate stacked bar charts +# fig, ax = plt.subplots(nrows = 1, ncols = 2) #One row, two columns -props.plot.bar( - stacked = True, x = "session", ax = ax[0], legend = False, - xlabel="Session No.", ylabel = "Proportion of Total Units", - color={"sig proportion":"cornflowerblue", "nonsig proportion":"pink"} -) +# props.plot.bar( +# stacked = True, x = "session", ax = ax[0], legend = False, +# xlabel="Session No.", ylabel = "Proportion of Total Units", +# color={"sig proportion":"cornflowerblue", "nonsig proportion":"pink"} +# ) -counts.plot.bar( - stacked = True, x = "session", ax = ax[1], legend = False, - xlabel = "Session No.", ylabel = "Number of Units", - color={"sig count":"cornflowerblue", "nonsig count":"pink"} -) +# counts.plot.bar( +# stacked = True, x = "session", ax = ax[1], legend = False, +# xlabel = "Session No.", ylabel = "Number of Units", +# color={"sig count":"cornflowerblue", "nonsig count":"pink"} +# ) -ax[0].tick_params('x', labelrotation=45) -ax[1].tick_params('x', labelrotation=45) +# ax[0].tick_params('x', labelrotation=45) +# ax[1].tick_params('x', labelrotation=45) -plt.setp(ax[0].xaxis.get_majorticklabels(), ha='right') #Prevent the ticks from moving after rotating -plt.setp(ax[1].xaxis.get_majorticklabels(), ha='right') -plt.legend(["Responsive", "Non-Responsive"], loc=[1.1,0.5]) -plt.suptitle("\n".join(wrap("Proportion of Responsive to Non-Responsive Units - Compared Across 400ms Pre-Grasp vs. 4s ITI"))) +# plt.setp(ax[0].xaxis.get_majorticklabels(), ha='right') #Prevent the ticks from moving after rotating +# plt.setp(ax[1].xaxis.get_majorticklabels(), ha='right') +# plt.legend(["Responsive", "Non-Responsive"], loc=[1.1,0.5]) +# plt.suptitle("\n".join(wrap("Proportion of Responsive to Non-Responsive Units - Compared Across 400ms Pre-Grasp vs. 4s ITI"))) -utils.save("/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures/AllSession_BarChart_Significant") +# utils.save("/home/s1735718/Figures/AllSession_BarChart_Significant") diff --git a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py index b55ba95..8d593df 100644 --- a/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py +++ b/projects/Aidan_Analysis/FullAnalysis/CI_Analysis_responsiveness.py @@ -2,15 +2,19 @@ #Did not significantly change (unresponsive), increased in activity, decreased in activity. #Can import data from CI Analysis +from matplotlib.pyplot import title, ylim +import numpy as np +import pandas as pd + import sys from base import * from CI_Analysis import significance_extraction from CI_Analysis import percentile_plot sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") -from pixtools.utils import Subplots2D -sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") #use the local copy of base.py - +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixtools.utils import Subplots2D #use the local copy of base.py +from pixtools import utils #First select the units that shall be analysed @@ -22,8 +26,6 @@ #Then align spike rates to trial, and gennerate confidence intervals #Will once again compare peak reach time to a 4s ITI period acting as baseline -#Think this is still trying to use the old version, update from git? - CIs = myexp.get_aligned_spike_rate_CI( label=ActionLabels.correct_left | ActionLabels.correct_right, event=Events.led_off, @@ -42,3 +44,105 @@ units=units ) +#Now take this information and pass it to the significance extraction function +sigs = significance_extraction(CIs) + +#Split this data into upregulated and downregulated units +#Define a function to split units by responsiveness +def responsiveness(CI, sigs_only = True): + + """ + This function takes the confidence intervals computed by the aligned + spike rate CI method and returns the responsiveness type (Up, Down, No Sig Change) + + If sigs_only is true (default) then this function will not return those values that did not significantly change from zero + + CI: The data produced by the aligned spike rate CI method of myexp + + sigs_only: Whether to return no change values + + """ + + #first begin by extracting significant values + sigs = significance_extraction(CI) + + #Then create empty lists to store the data + units = [] + keys = [] + rec_num = 0 + + #If we only want the significant units: + if sigs_only == True: + #Check if the 2.5 percentile is greater than or equal to zero (i.e., upregulated is true) + #Append this as a new row + upregulated = (sigs.loc[2.5] >= 0).rename(index={2.5: "change"}) + sigs.loc["upregulated"] = upregulated #True or False that unit was upregulated + + return sigs + + #Or if we want every unit regardless of significance: + elif sigs_only == False: + #Check the entire dataframe rather than iterating, using a boolean operator + + CI.loc["change"] = "nochange" #Add a row of entirely no change values (default) + + upregulated = (CI.loc[2.5] >= 0).rename(index={2.5: "change"}) #Find all upregulated values + downregulated = (CI.loc[97.5] <= 0).rename(index={2.5: "change"}) #And the same for downregulated values + + CI.loc["change"][upregulated] = "up" #Replace these values with up + CI.loc["change"][downregulated] = "down" + print(CI) + return CI + + +df = responsiveness(CIs, sigs_only=False) + +#Now transpose this to long form information and plot this by depth +#To get depth for a unit, use get cluster info, here cluster_id is the unit, and depth is stated +#Get cluster_id == unit and extract depth. +info = myexp.get_cluster_info() +depths = [] +keys = [] +units = [] +skipped = [] + + +#Now iterate through the list, finding the depth of each unit + +for s, unit in df.items(): + + ses_info = info[s[0]] + + if len(ses_info["depth"].loc[ses_info["cluster_id"] == s[1]]) == 0: + skipped.append(s[1]) + continue #This line checks if the unit is absent from cluster_id and skips it if it is, will also append this to a list for checking later + + units.append(unit) + key = list(s) + depths = ses_info["depth"].loc[ses_info["cluster_id"] == s[1]].item() + key.append(depths) + keys.append(tuple(key)) + + +df2 = pd.concat( + units, axis = 1, copy = False, + keys = keys, names = ["session", "unit", "rec_num", "depth"] +) + + +#Once the units are known alongside their depths, can plot the relative proportion of response types +#Will use a bar plot for this +#Iterate over session in df2, plotting the chart for each + +fig, axs = plt.subplots(2) +plt.subplots_adjust(top = 1, hspace=0.5) +for s, session in enumerate(df2): + name = myexp[session[0]].name + sns.countplot( + x = df2[session[0]].xs("change"), data = df2[session[0]], orient='vertical', + palette="pastel", ax = axs[session[0]] + ).set_title(f"{name} Count of Unit Responsiveness") + +#Now save this figure including all sessions used. +names = "_".join(s.name for s in myexp) +utils.save(f"/home/s1735718/Figures/{names}_count_of_unit_responsiveness", nosize=True) \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/base.py b/projects/Aidan_Analysis/FullAnalysis/base.py index 530865b..ed7dee3 100644 --- a/projects/Aidan_Analysis/FullAnalysis/base.py +++ b/projects/Aidan_Analysis/FullAnalysis/base.py @@ -17,10 +17,13 @@ sys.path.append( "/home/s1735718/PixelsAnalysis/pixels-analysis" ) # Adds the location of the pixtools folder to the python path +# sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") from pixels import Experiment from pixels.behaviours.reach import Reach, ActionLabels, Events from pixtools import utils +interim_dir = "/data/visuomotor_control/interim" + # Step 1: Load an experiment # # An experiment handles a group of mice that were trained in the same behaviour. It @@ -32,10 +35,49 @@ # Will import master data from visuomotor control/neuropixels -# Import the newly recorded VR59 data, there are three sessions (over three days of recording)! myexp = Experiment( - ["VR46", "VR47", "VR49", "VR52", "VR55", "VR59"], # This can be a list + [ + "VR46", + # "VR47", + # "VR49", + # "VR50", + # "VR52", + # "VR53", + # "VR54", + # "VR55", + # "VR56", + # "VR58" + # "VR59", + ], # This can be a list Reach, # We want the reach behaviour "~/duguidlab/visuomotor_control/neuropixels", # Where is the main data saved "~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON", # Where is the metadata for the recording saved + interim_dir="/data/visuomotor_control/interim", ) + + +# This depth range covers all mice +m2_depth = { + "min_depth": 200, + "max_depth": 1200, +} + + +def get_pyramidals(exp): + rep = "-".join(str(s) for s in m2_depth.values()) + + return exp.select_units( + **m2_depth, + min_spike_width=0.4, + name=f"{rep}_pyramidals", + ) + + +def get_interneurons(exp): + rep = "-".join(str(s) for s in m2_depth.values()) + + return exp.select_units( + **m2_depth, + max_spike_width=0.35, + name=f"{rep}_interneurons", + ) diff --git a/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py b/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py new file mode 100644 index 0000000..22698ed --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py @@ -0,0 +1,461 @@ +###Using the calculated bin changes from the FR anova, this script will plot the depths of individual neuronal units against the change in firing rate (delta) +# Delta calculated from start of drop in FR to end (i.e., largest change in bin) + +#%% +# First import required packages: +import enum +from xml.etree.ElementInclude import include +from matplotlib.pyplot import legend, title, ylabel, ylim +import matplotlib.lines as mlines +from pyrsistent import b +import statsmodels.api as sm +from statsmodels.formula.api import ols +import numpy as np +import pandas as pd +import seaborn as sns +import sys +from base import * +from channeldepth import meta_spikeglx +from tqdm import tqdm # for progress bar + +from functions import ( + per_trial_binning, + bin_data_average, + event_times, + per_trial_spike_rate, +) +from reach import Cohort + + +from pixtools.utils import Subplots2D +from pixtools import utils +from pixtools import spike_rate +from pixels import ioutils +import statsmodels.stats.multicomp as mc +from statsmodels.graphics.factorplots import interaction_plot +from bioinfokit.analys import stat +from channeldepth import meta_spikeglx +from pixtools import clusters +from textwrap import wrap + +#%% +# Select units from given session +units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) + +duration = 2 +per_unit_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=duration, units=units +) + +#%% +# Using import functions, bin firing rate data +bin_data = per_trial_binning(per_unit_aligned, myexp, timespan=2, bin_size=0.1) +bin_data.reorder_levels(["session", "unit", "trial"], axis=1) + +multicomp_bin_results = [] +multicomp_unit_results = [] +multicomp_int_results = [] + + +# +###Run linear model in a distributed manner### +###NB: As the dataset is too large to run within memory constraints, will remove the final 4s of data. + + +def within_unit_GLM(bin_data, myexp): + + """ + Function takes binned data (with levels in order session -> unit -> trial) and performs an ANOVA on each session + Returns the multiple comparisons for the interaction and prints anova results + Following parameters are used: + + IV = Firing Rate, DV = Bin, Unit (containing many trials) + + Model is as follows: + + firing_rate ~ C(bin) + C(unit) + C(bin):C(unit) + + bin_data: the output of the per_trial_binning function reordered to swap unit and trial level hierarchy + + myexp: experimental cohort defined in base.py + + + NB: This function runs the model as a distributed set of calculations!! + i.e., it slices the data and runs several smaller calculations before concatenating results + + """ + # store data as a resillient distributed dataset + # will do this using pyspark + + # Now split this data into sessions + for s, session in enumerate(myexp): + + name = session.name + ses_data = bin_data[s] + + # Now shall average the data per bin + ses_avgs = bin_data_average(ses_data) + + # Then melt data to prep for analysis + ses_avgs = ses_avgs.reset_index().melt(id_vars=["unit", "trial"]) + ses_avgs.rename({"value": "firing_rate"}, axis=1, inplace=True) + + ##Now shall construct a linear model to allow for analysis + # IV: Firing Rate + # DVs: Bin (within subjects), Unit (Within subjects - trials averaged out) + + # Now run the GLM analysis + model = ols( + "firing_rate ~ C(bin) + C(unit) + C(bin):C(unit)", data=ses_avgs + ).fit() + + output = sm.stats.anova_lm(model, typ=2) # Type II SS as this is faster + print(f"ANOVA Results - Session {name}") + print(output) + + ####Run Multiple Comparisons#### + # Main effect of bin + res = stat() + + print(f"starting multiple comparisons for session {name}") + # Interaction + res.tukey_hsd( + df=ses_avgs, + res_var="firing_rate", + xfac_var=["bin", "unit"], + anova_model="firing_rate ~ C(bin) + C(unit) + C(bin):C(unit)", + phalpha=0.05, + ss_typ=2, + ) + int_effect = res.tukey_summary + multicomp_int_results.append(int_effect) + return multicomp_int_results + + +glm = within_unit_GLM(bin_data, myexp) + +# %% +# Using this data, now shall determine the largest delta between bins for each unit +# Split data into seperate dataframes for each session +def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): + """ + Function takes the output of the multiple comparisons calculated by within_unit_GLM() and calculates the larges change in firing rate (or other IV measured by the GLM) between bins, per unit + This requires both experimental cohort data, and bin_data calculated by per_trial_binning() and passed through reorder levels (as "session", "unit", "trial") + Function returns a list of lists, in a hierarchy of [session[unit deltas]] + + Using this data, a depth plot may be created displaying the relative delta by unit location in pM2 + + glm: the result of the ANOVA and subsequent Tukey adjusted multiple comparisons performed by within_unit_GLM + NB: THIS IS A COMPUTATIONALLY EXPENSIVE FUNCTION, DO NOT RUN IT ON MORE THAN ONE SESSION AT A TIME + + myexp: the experimental cohort defined in base.py + + bin_data: the binned raw data computed by the per_trial_binning function + + sig_only: whether to return only the greatest delta of significant bins or not + + percentage_change: whether to return deltas as a percentage change + + """ + ses_deltas = [] + for s, session in enumerate(myexp): + + unit_deltas = [] + sigunit_comps = [] + ses_comps = glm[s] + + if sig_only is True: + # Return only significant comparisons + ses_comps = ses_comps.loc[ses_comps["p-value"] < 0.05] + + # Determine list of units remaining in comparison + units = [] + for i in ses_comps["group1"]: + units.append(i[1]) + units = np.array(units) + units = np.unique(units) + + # Now iterate through comparisons, by unit, Saving the significant comparisons to allow later calculation of delta + + for i in tqdm(units): + unit_comps = ses_comps[ + ses_comps["group1"].apply(lambda x: True if i in x else False) + ] # Lambda function checks if the value is in the tuple for group one + unit_comps = unit_comps[ + unit_comps["group2"].apply(lambda x: True if i in x else False) + ] + unit_comps.reset_index(inplace=True) + + # find row with largest difference + if unit_comps.empty: # skip if empty + continue + + row = unit_comps["Diff"].idxmax() + sigunit_comps.append(unit_comps.iloc[[row]]) + + # Now that we know the units with significant comparisons, take these bins from raw firing rate averages + ses_avgs = bin_data_average(bin_data[s]) + + # Iterate through our significant comparisons, calculating the actual delta firing rate + for i in range(len(sigunit_comps)): + sig_comp = sigunit_comps[i] + + unit = [x[1] for x in sig_comp["group1"]] + ses_unit = ses_avgs.loc[ + ses_avgs.index.get_level_values("unit") == int(unit[0]) + ].mean() # get all rows where our units firing rate is present + + # Get the bins that the signficant comparison looked at + bin_val1 = [x[0] for x in sig_comp["group1"]][0] + bin_val2 = [x[0] for x in sig_comp["group2"]][0] + + # Return the percentage change from initial state rather than raw value + if percentage_change == True: + change = ses_unit[bin_val2] - ses_unit[bin_val1] + delta = (change / ses_unit[bin_val1]) * 100 + if ses_unit[bin_val1] == 0: + continue # Skip this value, if it changes from a value of zero, this is infinite + print(delta) + unit_deltas.append([int(unit[0]), delta]) + # Finally, get the delta value across these bins for the given unit + elif percentage_change == False: + delta = ses_unit[bin_val2] - ses_unit[bin_val1] + unit_deltas.append([int(unit[0]), delta]) + + ses_deltas.append(unit_deltas) + + return ses_deltas + + +sig_deltas = unit_delta(glm, myexp, bin_data, sig_only=True, percentage_change=False) +all_deltas = unit_delta(glm, myexp, bin_data, sig_only=False, percentage_change=False) + + +# %% +# Using this delta information, the approximate depths of these units may be determined +# First, update the unit depths function +def unit_depths(exp): + """ + Parameters + ========== + exp : pixels.Experiment + Your experiment. + """ + info = exp.get_cluster_info() + depths = [] + keys = [] + + for s, session in enumerate(exp): + name = session.name + session_depths = {} + rec_num = 0 + for rec_num, probe_depth in enumerate(session.get_probe_depth()): + rec_depths = {} + rec_info = info[s] + id_key = "id" if "id" in rec_info else "cluster_id" # Depends on KS version + + for unit in rec_info[id_key]: + unit_info = rec_info.loc[rec_info[id_key] == unit].iloc[0].to_dict() + rec_depths[unit] = probe_depth - unit_info["depth"] + + session_depths = pd.DataFrame(rec_depths, index=["depth"]) + keys.append(name) + session_depths = pd.concat([session_depths], axis=1, names="unit") + depths.append(session_depths) + + return pd.concat(depths, axis=1, names=["session", "unit"], keys=keys) + + +all_depths = unit_depths(myexp) +# %% +# Sort pyramidal and interneuronal units for the plot below +# select all pyramidal neurons +pyramidal_units = get_pyramidals(myexp) + +# and all interneurons +interneuron_units = get_interneurons(myexp) + +pyramidal_aligned = myexp.align_trials( + ActionLabels.correct, + Events.led_off, + "spike_rate", + duration=2, + units=pyramidal_units, +) + +interneuron_aligned = myexp.align_trials( + ActionLabels.correct, + Events.led_off, + "spike_rate", + duration=2, + units=interneuron_units, +) + + +#%% +# Now extract the depths of each of our largest delta units from this +# Plot the points as interneurons or pyramidals + +plt.rcParams.update({"font.size": 20}) +for s, session in enumerate(myexp): + name = session.name + ses_deltas = sig_deltas[s] + + ses_deltas = pd.DataFrame(ses_deltas, columns=["unit", "delta"]) + ses_depths = all_depths[name] + # Find depths of associated units + unit_depth = ses_depths[ses_deltas["unit"]].melt() + ses_deltas = pd.concat([ses_deltas, unit_depth["value"]], axis=1) + ses_deltas.rename(columns={"value": "depth"}, inplace=True) + + # Do the same for nonsignificant units + ses_nosig_deltas = all_deltas[s] + ses_nosig_deltas = pd.DataFrame(ses_nosig_deltas, columns=["unit", "delta"]) + + # Find depths of associated units + unit_nosig_depth = ses_depths[ses_nosig_deltas["unit"]].melt() + ses_nosig_deltas = pd.concat([ses_nosig_deltas, unit_nosig_depth["value"]], axis=1) + ses_nosig_deltas.rename(columns={"value": "depth"}, inplace=True) + # Now remove any significant values + ses_nosig_deltas = ses_nosig_deltas[ + ~ses_nosig_deltas["unit"].isin(ses_deltas["unit"]) + ].dropna() + ses_nosig_deltas = ses_nosig_deltas.reset_index(drop=True) + + ##Then determine the type of neuron these units are (i.e., pyramidal or interneuron) + pyr_units = pyramidal_aligned[s].melt()["unit"].unique() + int_units = interneuron_aligned[s].melt()["unit"].unique() + dicts = {} + + unit_types = [] + for i, item in enumerate(ses_deltas["unit"]): + if item in pyr_units: + unit_types.append("pyramidal") + if item in int_units: + unit_types.append("interneuron") + else: + continue + + nosig_unit_types = [] + for i, item in enumerate(ses_nosig_deltas["unit"]): + if item in pyr_units: + nosig_unit_types.append("pyramidal") + if item in int_units: + nosig_unit_types.append("interneuron") + else: + continue + + # Append unit_types as a new column + # Will try and append this as a new column, to see where the extra value lies + unit_types = pd.DataFrame(unit_types) + ses_deltas = pd.concat([ses_deltas, unit_types], ignore_index=True, axis=1) + ses_deltas.rename( + columns={0: "unit", 1: "delta", 2: "depth", 3: "type"}, inplace=True + ) + + nosig_unit_types = pd.DataFrame(nosig_unit_types) + ses_nosig_deltas = pd.concat( + [ses_nosig_deltas, nosig_unit_types], ignore_index=True, axis=1 + ) + ses_nosig_deltas.rename( + columns={0: "unit", 1: "delta", 2: "depth", 3: "type"}, inplace=True + ) + + # Finally, plot a graph of deltas relative to zero, by depth + p = sns.scatterplot( + x="delta", + y="depth", + data=ses_nosig_deltas, + s=100, + linewidth=1, + style="type", + color="#972c7f", + alpha=0.5, + ) + + p2 = sns.scatterplot( + x="delta", + y="depth", + data=ses_deltas, + s=100, + linewidth=1, + style="type", # uncomment when neuron type is fixed + color="#221150", + ) + + plt.axvline(x=0, color="green", ls="--") + + plt.xlim(-50, 50) + plt.ylim(0, 1300) + + plt.xticks(fontsize=25) + plt.yticks(fontsize=25) + plt.xlabel("Δ Firing Rate (Hz)", fontsize=20) + plt.ylabel("Depth of Recorded Neuron (μm)", fontsize=20) + plt.suptitle( + "\n".join( + wrap( + f"Largest Trial Firing Rate Change by pM2 Depth - Session {name}", + width=30, + ) + ), + y=1.1, + fontsize=20, + ) + + # Create lengend manually + # Entries for legend listed below as handles: + sig_dot = mlines.Line2D( + [], + [], + color="#221150", + marker="o", + linestyle="None", + markersize=10, + label="Significant", + ) + nonsig_dot = mlines.Line2D( + [], + [], + color="#972c7f", + marker="o", + linestyle="None", + alpha=0.5, + markersize=10, + label="Non-Significant", + ) + grey_dot = mlines.Line2D( + [], + [], + color="grey", + marker="o", + linestyle="None", + markersize=10, + label="Pyramidal", + ) + grey_cross = mlines.Line2D( + [], + [], + color="grey", + marker="X", + lw=5, + linestyle="None", + markersize=10, + label="Interneuronal", + ) + + plt.legend( + handles=[sig_dot, nonsig_dot, grey_dot, grey_cross], + bbox_to_anchor=(1.7, 1), + title="Significance (p < 0.05)", + fontsize=15, + ) + + # Now invert y-axis and save + plt.gca().invert_yaxis() + + utils.save( + f"/home/s1735718/Figures/{name}_DeltaFR_byDepth", + nosize=True, + ) + plt.show() diff --git a/projects/Aidan_Analysis/FullAnalysis/bin_firingrate_ANOVA.py b/projects/Aidan_Analysis/FullAnalysis/bin_firingrate_ANOVA.py new file mode 100644 index 0000000..efca6b6 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/bin_firingrate_ANOVA.py @@ -0,0 +1,361 @@ +################################################# +# This script will analyse the standard deviation of the data, as a measure of variance +# Rather than confidence interval size. +# Will be done by a comparison across bins and session +# IV: Standard Deviation of Firing Rate +# DV: Bin (Within Subjects), Session (Between Subjects) +################################################# + +# Import req. packages + +import enum +from xml.etree.ElementInclude import include +from matplotlib.pyplot import title, ylabel, ylim +import statsmodels.api as sm +from statsmodels.formula.api import ols +import numpy as np +import pandas as pd +import seaborn as sns +import sys +from base import * + + +from functions import ( + per_trial_binning, + bin_data_average, + event_times, + per_trial_spike_rate, +) +from reach import Cohort + + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixtools.utils import Subplots2D # use the local copy of base.py +from pixtools import utils +from pixtools import spike_rate +from pixels import ioutils +import statsmodels.stats.multicomp as mc +from statsmodels.graphics.factorplots import interaction_plot +from bioinfokit.analys import stat + +#%% +# Select Units From Cache (m2 only) +units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) + +duration = 2 +trial_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=duration, units=units +) + +#%% +# Bin firing rate data +# +bin_data = per_trial_binning(trial_aligned, myexp, timespan=2, bin_size=0.1) + + +def bin_data_SD(bin_data): + """ + Function is similar to bin_data_mean. + + This function takes the dataframe produced by per_trial_binning() including bins as a multiindex + and calculates the standard deviation of each bin's activity within a given time period + This returns the SD of the firing rate of each unit (i.e., per session and time) + + bin_data: the dataframe produced by per_trial_binning, with predefined bins + + NB: To return a transposed version of the data (i.e., with bin averages as rows rather than columns) + add ".T" to function call. + """ + + # First extract the values of each bin in bin_data + bins = bin_data.index.get_level_values( + "bin" + ) # a list of the bins created by the previous function + bin_names = ( + bins.unique() + ) # Take the unique values present, giving us the list of bin categories + ses_bins = {} + for s, session in enumerate(myexp): + name = session.name + + ses_data = bin_data[s] + trial_bins = {} + + # Trial number will give the following loop the number of times to iterate + trial_number = ses_data.columns.get_level_values("trial").unique() + # Now, take each trial and average across bins + for t in trial_number: + trial_data = ses_data[t] + individual_bins = {} + for b in bin_names: + + bin_vals = trial_data.loc[trial_data.index.get_level_values("bin") == b] + bin_st_dev = np.std( + bin_vals.values + ) # take standard deviation for all values in this trials bin + individual_bins.update({b: bin_st_dev}) + trial_bins.update({t: individual_bins}) + + ses_bins.update({name: trial_bins}) + + # Merge these SDs as a dataframe + binned_sd = pd.DataFrame.from_dict( + {(i, j): ses_bins[i][j] for i in ses_bins.keys() for j in ses_bins[i].keys()}, + orient="index", + ) + + # Take the mean of the SDs for each trial Bin + + binned_sd.index.rename(["session", "trial"], inplace=True) + binned_sd.columns.names = ["bin"] + + # Return the data + return binned_sd + + +bin_sd = bin_data_SD(bin_data) + + +# %% +# Now take SD data and and convert to long form to prepare for ANOVA analysis +long_sd = pd.melt( + bin_sd.reset_index(), id_vars=["session", "trial"] +) # Preserve the indexes as comparator variables +long_sd.rename( + {"value": "firing_rate_sd"}, axis=1, inplace=True +) # rename value column to sd for readability + +#%% +####################################### +# Then shall run a mixed factorial ANOVA +# IV: Standard Deviation of Firing Rate +# DV: Bin (Within Subjects - 100 levels), Session (Between Subjects - 2 levels for VR46 [n otherwise]) +####################################### + +# Assemble model +model = ols( + "firing_rate_sd ~ C(bin) + C(session) + C(bin):C(session)", data=long_sd +).fit() + +output = sm.stats.anova_lm( + model, typ=2 +) # Run test on model, sample sizes are equal between groups here (neurons stay the same across trials) so type 2 SS used +print(output) # Print output + +####Run multiple comparisons#### +# For main effect of bin +res = stat() +res.tukey_hsd( + df=long_sd, + res_var="firing_rate_sd", + xfac_var="bin", + anova_model="firing_rate_sd ~ C(bin) + C(session) + C(bin):C(session)", + phalpha=0.05, + ss_typ=2, +) +bin_main_effect = res.tukey_summary + +# For main effect of session +res = stat() +res.tukey_hsd( + df=long_sd, + res_var="firing_rate_sd", + xfac_var="session", + anova_model="firing_rate_sd ~ C(bin) + C(session) + C(bin):C(session)", + phalpha=0.05, + ss_typ=2, +) +ses_main_effect = res.tukey_summary + +# For interaction +res = stat() +res.tukey_hsd( + df=long_sd, + res_var="firing_rate_sd", + xfac_var=["bin", "session"], + anova_model="firing_rate_sd ~ C(bin) + C(session) + C(bin):C(session)", + phalpha=0.05, + ss_typ=2, +) +interaction = res.tukey_summary + +# Determine sig. comparisons +sig_bin_comps = bin_main_effect.loc[bin_main_effect["p-value"] < 0.05] +sig_ses_comps = ses_main_effect.loc[ses_main_effect["p-value"] < 0.05] +sig_int = interaction.loc[interaction["p-value"] < 0.05] + +####Now plot the findings of this analysis#### +fig = interaction_plot( + x=long_sd["bin"], trace=long_sd["session"], response=long_sd["firing_rate_sd"] +) +plt.show() +# From this it is clear there is a drop around the centre of bins + +##Check assumptions +# First residual plot (QQ) +sm.qqplot(res.anova_std_residuals, line="45") +plt.xlabel("Theoretical Quantiles") +plt.ylabel("Standardized Residuals") +# plt.show() + +# Then Distribution plot +plt.hist(res.anova_model_out.resid, bins="auto", histtype="bar", ec="k") +plt.xlabel("Residuals") +plt.ylabel("Frequency") +# plt.show() + +import scipy.stats as stats + +w, pvalue = stats.shapiro(res.anova_model_out.resid) +# print(w, pvalue) + +# Model assumptions are met. +# %% +############################################# +# Run the same analysis on firing rate to paint the other half of the picture. +# Calculate mean firing rate for the data +bin_avgs = bin_data_average(bin_data) + +bins = bin_avgs.columns +ses_bins = {} + +for s, session in enumerate(myexp): + name = session.name + + ses_data = bin_avgs.loc[bin_avgs.index.get_level_values("session") == s] + ses_trials = ses_data.index.get_level_values("trial") + trial_bins = {} + # Now, take each trial and average across bins + for t in ses_trials: + trial_data = ses_data.loc[ses_data.index.get_level_values("trial") == t].mean( + axis=0 + ) + trial_bins.update({t: trial_data}) + + ses_bins.update({name: trial_bins}) + +# Merge these averages as a dataframe +means = pd.DataFrame.from_dict( + {(i, j): ses_bins[i][j] for i in ses_bins.keys() for j in ses_bins[i].keys()}, + orient="index", +) + +means.index.rename(["session", "trial"], inplace=True) +means.columns.names = ["bin"] + +long_mean = pd.melt( + means.reset_index(), id_vars=["session", "trial"] +) # Preserve the indexes as comparator variables +long_mean.rename( + {"value": "mean_firing_rate"}, axis=1, inplace=True +) # rename value column to sd for readability + +#%% +# Now run analysis for firing rate, per session +# Do this manually, its faster + +model = ols( + "mean_firing_rate ~ C(bin) + C(session) + C(bin):C(session)", data=long_mean +).fit() + +output = sm.stats.anova_lm( + model, typ=2 +) # Run test on model, sample sizes are equal between groups here (neurons stay the same across trials) so type 2 SS used +print(output) # Print output + +####Run multiple comparisons#### +# For main effect of bin +res = stat() +res.tukey_hsd( + df=long_mean, + res_var="mean_firing_rate", + xfac_var="bin", + anova_model="mean_firing_rate ~ C(bin) + C(session) + C(bin):C(session)", + phalpha=0.05, + ss_typ=2, +) +bin_main_effect_fr = res.tukey_summary + +# For main effect of session +res = stat() +res.tukey_hsd( + df=long_mean, + res_var="mean_firing_rate", + xfac_var="session", + anova_model="mean_firing_rate ~ C(bin) + C(session) + C(bin):C(session)", + phalpha=0.05, + ss_typ=2, +) +ses_main_effect_fr = res.tukey_summary + +# For interaction +res = stat() +res.tukey_hsd( + df=long_mean, + res_var="mean_firing_rate", + xfac_var=["bin", "session"], + anova_model="mean_firing_rate ~ C(bin) + C(session) + C(bin):C(session)", + phalpha=0.05, + ss_typ=2, +) +interaction_fr = res.tukey_summary + +# Determine sig. comparisons +sig_bin_comps_fr = bin_main_effect_fr.loc[bin_main_effect_fr["p-value"] < 0.05] +sig_ses_comps_fr = ses_main_effect_fr.loc[ses_main_effect_fr["p-value"] < 0.05] +sig_int_fr = interaction_fr.loc[interaction_fr["p-value"] < 0.05] + +# %% +######Now determine where sig. changes occur in adjacent bins###### +##To do so, will only select columns 1s before grasp. +def pairwise_significance_extraction(pairwise_data): + + """ + This function will return pairwise comparisons for the 1s preceeding grasp. + To return only significant values, feed it data with sig. isolated already (i.e., where p-value column < 0.05) + + pairwise_data: the result of the multiple comparisons performed earlier in the script, by tukey_hsd() + + """ + + df = pairwise_data.loc[ + ( + (pairwise_data["group1"] == "-1.0, -0.9") + | (pairwise_data["group1"] == "-0.9, -0.8") + | (pairwise_data["group1"] == "-0.8, -0.7") + | (pairwise_data["group1"] == "-0.7, -0.6") + | (pairwise_data["group1"] == "-0.6, -0.5") + | (pairwise_data["group1"] == "-0.5, -0.4") + | (pairwise_data["group1"] == "-0.4, -0.3") + | (pairwise_data["group1"] == "-0.3, -0.2") + | (pairwise_data["group1"] == "-0.2, -0.1") + | (pairwise_data["group1"] == "-0.1, 0.0005") + ) + & ( + (pairwise_data["group2"] == "-1.0, -0.9") + | (pairwise_data["group2"] == "-0.9, -0.8") + | (pairwise_data["group2"] == "-0.8, -0.7") + | (pairwise_data["group2"] == "-0.7, -0.6") + | (pairwise_data["group2"] == "-0.6, -0.5") + | (pairwise_data["group2"] == "-0.5, -0.4") + | (pairwise_data["group2"] == "-0.4, -0.3") + | (pairwise_data["group2"] == "-0.3, -0.2") + | (pairwise_data["group2"] == "-0.2, -0.1") + | (pairwise_data["group2"] == "-0.1, 0.0005") + ) + ] + + return df + + +# Return only comparisons in the 1s leading up to grasp +# In SD data, significant change occurs in the 0.6s leading up to grasp +bin_sd_comps = pairwise_significance_extraction(sig_bin_comps) +bin_fr_comps = pairwise_significance_extraction(sig_bin_comps_fr) +###################################### +# TODO: +# Run this on remainder of sessions +# run on all session in one Cohort +# plot significant changes to graph +###################################### diff --git a/projects/Aidan_Analysis/FullAnalysis/bin_variance_analysis.py b/projects/Aidan_Analysis/FullAnalysis/bin_variance_analysis.py new file mode 100644 index 0000000..0a687be --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/bin_variance_analysis.py @@ -0,0 +1,751 @@ +#%% +# First shall import required packages + +import enum +from xml.etree.ElementInclude import include +from matplotlib.pyplot import title, ylabel, ylim +import numpy as np +import pandas as pd +import seaborn as sns +import sys +from base import * + + +print("starting function import") +# Will import functions from the master file to speed this process and avoid un-needed bootstrapping +from functions import ( + per_trial_binning, + bin_data_average, + bin_data_SD, + bin_data_bootstrap, + bs_pertrial_bincomp, +) + +print("import function complete") +from CI_Analysis import significance_extraction +from CI_Analysis import percentile_plot +from functions import event_times, per_trial_spike_rate +from textwrap import wrap + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixtools.utils import Subplots2D # use the local copy of base.py +from pixtools import utils +from pixtools import spike_rate +from pixels import ioutils + + +# Now select the units that shall be analysed +# Will only analyse M2 for the purposes of this script +units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) + +# Then align trials to LED off (i.e, end of trial) with the time window determined by the max trial length +duration = 10 +trial_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=duration, units=units +) + +#%% +################################################################################################## +##Run functions defined in unit_binning_analysis to perform the binning and boostrapping of data## +################################################################################################## + +print("bootstrapping initiated") + +bin_data = per_trial_binning(trial_aligned, myexp, timespan=10, bin_size=0.1) + +bin_avgs = bin_data_average(bin_data) + +bootstrap = bin_data_bootstrap( + bin_avgs, CI=95, ss=20, bootstrap=10000, name="fullbootstrap", cache_overwrite=True +) + +# bin_comp = bs_pertrial_bincomp(bootstrap, myexp) + +#%% +################################################################################################################## +# As an alternative to the bootstrapping approach taken before I will now take average firing rates across trials +# All trials will be combined into a single dataset and binned +# Each bin will contain a series of average firing rates across trials +# May then bootstrap this dataset to see how firing rate changes with time +################################################################################################################## + +# First, average firing rate for each session across units/trials (to give a vals for each trial per bin) +# i.e., each bin will have a single value representing the trials average firing rate at that point +# To do this, will average across units, in bin_avgs + +bins = bin_avgs.columns +ses_bins = {} + +for s, session in enumerate(myexp): + name = session.name + + ses_data = bin_avgs.loc[bin_avgs.index.get_level_values("session") == s] + ses_trials = ses_data.index.get_level_values("trial") + trial_bins = {} + # Now, take each trial and average across bins + for t in ses_trials: + trial_data = ses_data.loc[ses_data.index.get_level_values("trial") == t].mean( + axis=0 + ) + trial_bins.update({t: trial_data}) + + ses_bins.update({name: trial_bins}) + +# Merge these averages as a dataframe +means = pd.DataFrame.from_dict( + {(i, j): ses_bins[i][j] for i in ses_bins.keys() for j in ses_bins[i].keys()}, + orient="index", +) + +means.index.rename(["session", "trial"], inplace=True) +means.columns.names = ["bin"] + +# %% +# Define all functions to be used in this script +def cross_trial_bootstrap( + bin_data, CI=95, ss=20, bootstrap=10000, cache_name=None, cache_overwrite=False +): + """ + This function takes the averages across trials for a given bin as previously calculated + and samples across values, to give a series of percentiles for average firing rate in a given bin + + bin_data: the dataframe produced by bin_data_average, with bin times represented as columns + + CI: the confidence interval to calculate (default is 95%) + + ss: the sample size to randomly select from the averages (default is 20) + + bootstrap: the number of times a random sample will be taken to create a population dataset (default is 10,000) + + cache_name: the name to save the output under in cache, speeds the process if this has been run before + + cache_overwrite: whether to overwrite the saved cache with new data, (default is False) + """ + + ##Stages of this analysis are as follows: + # 1. Take individual bin + # 2. Calculate confidence interval via bootstapping + # 3. Store all bin CIs + + # Check if the function has been run before, and saved to a chache + # NB: This function caches under the name of the first session in the list! + + if cache_name is not None: + # Read in data from previous run + output = myexp.sessions[0].interim / "cache" / (name + ".h5") + if output.exists() and cache_overwrite is not True: + df = ioutils.read_hdf5(myexp.sessions[0].interim / "cache" / (name + ".h5")) + return df + + # First define confidence intervals + lower = (100 - CI) / 2 # Lower confidence interval bound (default 2.5%) + upper = 100 - lower # Upper bound (default 97.5%) + percentiles = [lower, 50, upper] # The defined percentiles to analyse + cis = [] # empty list to store calculated intervals + + bin_values = bin_data.columns + keys = [] + + # Loop through each of the bin averages and calculate their confidence interval + for s, session in enumerate(myexp): + + names = session.name + ses_bins = bin_data[bin_data.index.get_level_values("session") == names] + trials = ses_bins.index.get_level_values( + "trial" + ).unique() # get the trials for a given session + + # Sample from every trial within a bin + for b in bin_values: + + # Take every trial within a bin + bin_avgs = ses_bins[b] + samples = np.array( + [[np.random.choice(bin_avgs.values, size=ss)] for j in range(bootstrap)] + ) + + # Use these samples to calculate the percentiles for each bin + medians = np.median(samples, axis=2) # Median of the samples taken + results = np.percentile( + medians, percentiles, axis=0 + ) # The percentiles, relative to the median + cis.append(pd.DataFrame(results)) + keys.append( + (names, b) + ) # Set the keys for the dataframe to be bin, session, trial + + # Now save these calculated confidence intervals to a dataframe + df = pd.concat(cis, axis=1, names=["session", "bin"], keys=keys) + df.set_index( + pd.Index(percentiles, name="percentile"), inplace=True + ) # Set the name of the index to percentiles + df.columns = df.columns.droplevel( + level=2 + ) # remove the redundant units row, as they have been averaged out + + # Finally, save this df to cache to speed up future runs + if cache_name is not None: + ioutils.write_hdf5( + myexp.sessions[0].interim / "cache" / (cache_name + ".h5"), df + ) + return df + + return df + + +def cross_trial_bincomp(bs_data, myexp): + """ + This function imports percentile data produced from bootstrapping, and compares across bins to determine if a significant change from previous states occurs + This process is repeated across trials to allow plotting of significance. + Returns a dataframe with bins classified as either increasing, decreasing or displaying little change from previous timepoint. + + bs_data: the percentile information produced by bin_data_bootstrap() + + myexp: the experimental cohort defined in base.py + """ + + total_bin_response = {} + # First import the data and split it by session, and trial. + for s, session in enumerate(myexp): + name = session.name + ses_data = bs_data[name] + ses_bin_response = {} + for t, cols in enumerate(ses_data): + + # Now that we have all the bins for a given trial, + # t count value in enumerate loop will allow comparison to previous iteration + bins = ses_data.columns + + # compare each column's 2.5% (lower) to previous column's 97.5% + # to check for sig. increase in activity + previous_bin = [] + for b, bins in enumerate(ses_data): + + # First store the initial bin to previous_bin + if len(previous_bin) == 0: + previous_bin.append(ses_data[bins]) + continue + + # Once this has been done, will compare across bins + current_bin = ses_data[bins] + + # First check if there is a sig. increase - i.e., if current 2.5 and previous 97.5 do not overlap + if current_bin[2.5] >= previous_bin[0][97.5]: + ses_bin_response.update({bins: "increased"}) + + # Now check if there is a sig. decrease + elif current_bin[97.5] <= previous_bin[0][2.5]: + ses_bin_response.update({bins: "decreased"}) + + # And finally if there is no change at all + else: + ses_bin_response.update({bins: "nochange"}) + + # The replace previous bin with current bin + previous_bin = [] + previous_bin.append(current_bin) + + # Now append data for each trial to a larget list + total_bin_response.update({name: ses_bin_response}) + + # Convert nested dictionary to dataframe + df = pd.DataFrame.from_dict( + total_bin_response, + orient="index", + ) + # df.index.rename(["session"], inplace=True) + df.columns.names = ["bin"] + df.index.rename("session", inplace=True) + return df + + +def percentile_range(bs_data): + """ + Function takes percentiles for given bins and calculates the range, adding this as a new index row + + bs_data: a bootstrapped dataset containing 2.5, 50, and 97.5% percentiles as index + with data organised as columns for some given bin + """ + + # Run through the set col by col + ranges = [] + + for col in bs_data: + column = bs_data[col] + perc_delta = column[97.5] - column[2.5] # Range of the percentiles + ranges.append(perc_delta) + + # Now append this as a new row + bs_data.loc["range"] = ranges + return bs_data + + +def variance_boostrapping( + bs_data, + myexp, + CI=95, + ss=20, + bootstrap=10000, + cache_name=None, + cache_overwrite=False, +): + """ + Similar to previous functions, this performs a boostrapping analysis per bin throughout a sessions trials. + However, it instead analyses if the size of the variance (ie. the range between percentiles calculated previously) differs significantly between bins + This will act as a proxy for the synchronicity of neuronal activity for a given bin. + + bs_data: the data calculated within each trial by bin_data_bootstrap (NOT Cross data bootstrap!) + + myexp: the experimental cohort defined in base.py + + CI: the confidence interval to calculate (default is 95%) + + ss: the sample size to randomly select from the averages (default is 20) + + bootstrap: the number of times a random sample will be taken to create a population dataset (default is 10,000) + + cache_name: the name to save the output under in cache, speeds the process if this has been run before + + cache_overwrite: whether to overwrite the saved cache with new data, (default is False) + + """ + # Check if the function has been run before, and saved to a chache + # NB: This function caches under the name of the first session in the list! + if cache_name is not None: + # Read in data from previous run + output = myexp.sessions[0].interim / "cache" / (cache_name + ".h5") + if output.exists() and cache_overwrite is not True: + df = ioutils.read_hdf5( + myexp.sessions[0].interim / "cache" / (cache_name + ".h5") + ) + return df + + # First define confidence intervals + lower = (100 - CI) / 2 # Lower confidence interval bound (default 2.5%) + upper = 100 - lower # Upper bound (default 97.5%) + percentiles = [lower, 50, upper] # The defined percentiles to analyse + cis = [] # empty list to store calculated intervals + + keys = [] + + for s, session in enumerate(myexp): + ses_data = bs_data[s] + ses_data = ses_data.loc[ses_data.index == "range"] + ses_data = ses_data.melt() + + name = session.name + legend_names.append(name) + bin_vals = ses_data.bin.unique() + + # Sample across all trial ranges for a given bin + for b in bin_vals: + bin_data = ses_data.loc[ses_data.bin == b] + samples = np.array( + [[np.random.choice(bin_data.value, size=ss)] for j in range(bootstrap)] + ) + + # Save results of single bin boostrapping + medians = np.median(samples, axis=2) # Median of the samples taken + results = np.percentile( + medians, percentiles, axis=0 + ) # The percentiles, relative to the median + cis.append(pd.DataFrame(results)) + + keys.append((name, b)) + + # Now save these calculated confidence intervals to a dataframe + df = pd.concat(cis, axis=1, names=["session", "bin"], keys=keys) + df.set_index( + pd.Index(percentiles, name="percentile"), inplace=True + ) # Set the name of the index to percentiles + df.columns = df.columns.droplevel( + level=2 + ) # remove the redundant units row, as they have been averaged out + + if cache_name is not None: + ioutils.write_hdf5( + myexp.sessions[0].interim / "cache" / (cache_name + ".h5"), df + ) + return df + + return df + + +#%% +# Now that the firing rates have been averaged, may perform a bootstrapping analysis per bin + +crosstrialbs = cross_trial_bootstrap( + means, + CI=95, + ss=20, + bootstrap=10000, + cache_name="crosstrialbs", + cache_overwrite=False, +) + +#%% +# Using this boostrapped firing rate, will plot average firing rate across trials, then compare bootstrap CIs +# Specifically, compare size of the variance. + +# cross_trial_variance_change = percentile_range( +# crosstrialbs +# ) # How the variance changes with time averaged across all trials for a session +# within_trial_variance_change = percentile_range( +# bootstrap +# ) # How the variance changes with time within each trial + +sd_change = bin_data_SD(bin_data) + + +# Plot this change in variance to see how it changes with time, relative to LED on +# First, for every trial in a session averaged, how does the variance change with time +legend_names = [] +plt.rcParams.update({"font.size": 12}) +for s, session in enumerate(myexp): + + name = session.name + legend_names.append(name) + ses_data = sd_change.loc[sd_change.index.get_level_values("session") == name] + ses_means = ses_data.mean(axis=0) + + bin_duration = duration / len(sd_change.columns) + p = sns.lineplot(data=ses_means, palette="hls") + + plt.tick_params( + axis="x", # changes apply to the x-axis + which="both", # both major and minor ticks are affected + bottom=True, # ticks along the bottom edge are on + top=False, # ticks along the top edge are off + labelbottom=False, + ) # labels along the bottom edge are off + +# Plot signficance annotations +x1 = "-0.6, -0.5" # first col +x2 = "-0.1, 0.0005" # last col +p.axvspan( + x1, + x2, + color="red", + alpha=0.1, +) + +# Adjust labels/legend +plt.ylabel("Average Variance in Firing Rate (SD)") +plt.xlabel( + f"Trial Duration Elapsed Relative to LED Off (as {bin_duration}s Bins)", labelpad=20 +) +plt.legend( + labels=legend_names, + bbox_to_anchor=(1.1, 1.1), + title="Session (RecordingDate_MouseID)", +) +plt.suptitle("Average Trial Firing Rate Variance") +plt.axvline( + x=round((len(ses_data.columns) / 2)), ls="--", color="green" +) # Plot vertical line at midpoint, representing the event the data is aligned to + +utils.save( + f"/home/s1735718/Figures/AllSession_Average_Variance_Change", + nosize=True, +) +plt.show() + +#%% +# Now plot average firing rate relative to led off to go with this + +legend_names = [] +for s, session in enumerate(myexp): + + ax = subplots.axes_flat[s] + name = session.name + + legend_names.append(name) + ses_data = means.loc[means.index.get_level_values("session") == name].mean( + axis=0 + ) # average firing rate for each bin in a given session + bin_duration = duration / len(ses_data) + + p = sns.lineplot( + x=ses_data.index, y=ses_data.values, palette="hls" # bins # firing rates + ) + + plt.tick_params( + axis="x", # changes apply to the x-axis + which="both", # both major and minor ticks are affected + bottom=True, # ticks along the bottom edge are on + top=False, # ticks along the top edge are off + labelbottom=False, + ) # labels along the bottom edge are off + + # Plot significance indicator + x1 = "-0.6, -0.5" # first col + x2 = "-0.1, 0.0005" # last col + p.axvspan( + x1, + x2, + color="red", + alpha=0.1, + ) + +# Adjust labels +plt.ylabel("Average Firing Rate (Hz)") +plt.xlabel( + f"Trial Duration Elapsed Relative to LED Off (as {bin_duration}s Bins)", labelpad=20 +) +plt.legend( + labels=legend_names, + bbox_to_anchor=(1.1, 1.1), + title="Session (RecordingDate_MouseID)", +) +plt.suptitle("Average Change In Firing Rate Relative to Grasp") +plt.axvline( + x=round((len(ses_data.index) / 2)), ls="--", color="green" +) # Plot vertical line at midpoint, representing the event the data is aligned to + +utils.save( + f"/home/s1735718/Figures/AllSession_Average_FiringRate_Change", + nosize=True, +) +#%% +# Then, plot every trial, with average variance per bin (i.e., after boostrapping across unit activity) +legend_names = [] +for s, session in enumerate(myexp): + + name = session.name + legend_names.append(name) + ses_data = within_trial_variance_change[s] + + # Determien the number of trials per session to plot as individual graphs + ses_values = ses_data.columns.get_level_values("trial").unique() + + subplots = Subplots2D( + ses_values, sharex=True, sharey=True + ) # determines the number of subplots to create (as many as there are trials in the session) + + for i, value in enumerate(ses_values): + trial_data = ses_data[value] + ax = subplots.axes_flat[i] + + p = sns.lineplot( + x=trial_data.columns, + y=trial_data.loc["range"].values, + ax=ax, + ci=None, + markers=None, + ) + + p.tick_params( + axis="x", # changes apply to the x-axis + which="both", # both major and minor ticks are affected + bottom=False, # ticks along the bottom edge are off + top=False, # ticks along the top edge are off + labelbottom=False, + ) # labels along the bottom edge are off + + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + p.axvline( + x=round((len(trial_data.columns) / 2)), ls="--", color="green" + ) # Plot vertical line at midpoint, representing the event the data is aligned to + + # Finally, return the legend. + legend = subplots.legend + legend.text(0.3, 0.5, "Trial", transform=legend.transAxes) + legend.text( + -0.2, + -0.5, + "Variance in Firing Rate (95% CI)", + transform=legend.transAxes, + rotation=90, + ) # y axis label + legend.text( + 0, + -0.3, + f"Trial Time Elapsed Relative to LED Off (as {bin_duration}s Bins)", + transform=legend.transAxes, + ) + + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor("white") + legend.set_box_aspect(1) + + plt.gcf().set_size_inches(20, 20) + plt.show() + + +#%% +# Will now compare the change in variance between bins as the trial progresses. +# i.e., via another boostrapping anaysis +# Once again do this by session + +cross_trial_variance = variance_boostrapping( + within_trial_variance_change, + myexp, + CI=95, + ss=20, + bootstrap=10000, + cache_name="variance_range_bootstrap", + cache_overwrite=False, +) +# %% +# Run this boostrapping of variance size through the comparison +comp_cross_trial = cross_trial_bincomp(cross_trial_variance, myexp) + +# Then plot changing variance with inclusion of lines denoting significance +for s, session in enumerate(myexp): + name = session.name + legend_names.append(name) + ses_data = within_trial_variance_change[s] + ses_comps = comp_cross_trial.loc[name] + + # Get only range values, convert to longform + ses_data = ses_data.loc[ses_data.index == "range"] + ses_data = ses_data.melt() + + # Now plot all bin values for each trial as a set of lines + p = sns.lineplot( + data=ses_data, + x="bin", + y="value", + hue="trial", + estimator="mean", + lw=0.7, + ) + + p.tick_params( + axis="x", # changes apply to the x-axis + which="both", # both major and minor ticks are affected + bottom=False, # ticks along the bottom edge are off + top=False, # ticks along the top edge are off + labelbottom=False, + ) # labels along the bottom edge are off + + p.axvline( + x=round((len(ses_data.bin.unique()) / 2)), ls="--", color="green" + ) # Plot vertical line at midpoint, representing the event the data is aligned to + + # iterate through the comparison data and where there is a significnat change, plot a shaded area + for i, cols in enumerate(ses_comps): + current_bin = ses_comps.index[i] + previous_bin = ses_comps.index[i - 1] + + if cols == "increased" or cols == "decreased": + p.axvspan( + current_bin, + previous_bin, + color="red", + alpha=0.1, + hatch=r"/o", + ) + + plt.suptitle(f"Size of Variance per Trial for Session {name}", y=0.9) + plt.ylabel("Variance in Firing Rate (95% CI)") + plt.xlabel(f"Trial Time Elapsed Relative to LED Off ({bin_duration}s Bins)") + plt.gcf().set_size_inches(10, 10) + utils.save( + f"/home/s1735718/Figures/{myexp[s].name}variance_change", + nosize=True, + ) + plt.show() + +# %% +####Plot individual session FRs +legend_names = [] +subplots = Subplots2D( + myexp, sharex=True, sharey=True +) # determines the number of subplots to create (as many as there are seaaions in the session) +plt.rcParams.update({"font.size": 30}) + +for s, session in enumerate(myexp): + name = session.name + ax = subplots.axes_flat[s] + + legend_names.append(name) + ses_data = means.loc[ + means.index.get_level_values("session") == name + ] # average firing rate for each bin in a given session + ses_data = pd.melt(ses_data.reset_index(), id_vars=["session", "trial"]) + bin_duration = duration / len(ses_data["bin"].unique()) + + p = sns.lineplot( + x=ses_data["bin"], + y=ses_data["value"], + palette="hls", + ax=ax, # bins # firing rates + ci="sd", + ) + + p.tick_params( + axis="x", # changes apply to the x-axis + which="both", # both major and minor ticks are affected + bottom=True, # ticks along the bottom edge are on + top=False, # ticks along the top edge are off + labelbottom=False, + ) # labels along the bottom edge are off + + p.get_yaxis().get_label().set_visible(False) + # Plot significance indicator + if name == "211027_VR49": # plot smaller bin for here + x1 = "-0.2, -0.1" # first col + x2 = "-0.1, 0.0005" # last col + p.axvspan(x1, x2, color="red", alpha=0.1) + p.axvline(x=round((len(ses_data["bin"].unique()) / 2)), ls="--", color="green") + p.text(1, 14, name) + p.get_xaxis().set_visible(False) + continue + + # plot other significance values + x1 = "-0.6, -0.5" # first col + x2 = "-0.1, 0.0005" # last col + p.axvspan(x1, x2, color="red", alpha=0.1) + # Adjust labels + + p.get_xaxis().set_visible(False) + p.axvline( + x=round((len(ses_data["bin"].unique()) / 2)), ls="--", color="green" + ) # Plot vertical line at midpoint, representing the event the data is aligned to + + # plot session number + p.text(1, 14, name) + + +# Finally, return the legend. +legend = subplots.legend + +legend.text( + -0.3, + 0, + "\n".join(wrap("Average Firing Rate (Hz)", width=20)), + transform=legend.transAxes, + rotation=90, +) # y axis label +legend.text( + 0, + -0.4, + "\n".join( + wrap( + f"Trial Time Elapsed Relative to LED Off (as {bin_duration}s Bins)", + width=25, + ) + ), + transform=legend.transAxes, +) + +legend.set_visible(True) +legend.get_xaxis().set_visible(False) +legend.get_yaxis().set_visible(False) +legend.set_facecolor("white") +legend.set_box_aspect(1) + +plt.suptitle("Average Firing Rate Per Session", y=0.95) +plt.gcf().set_size_inches(25, 25) +plt.rcParams.update({"font.size": 30}) +utils.save( + f"/home/s1735718/Figures/AllSession_Average_FiringRate_Change_individualPlots", + nosize=True, +) + +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/cell_atlas_neuron_distribution_M2.csv b/projects/Aidan_Analysis/FullAnalysis/cell_atlas_neuron_distribution_M2.csv new file mode 100644 index 0000000..469be32 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/cell_atlas_neuron_distribution_M2.csv @@ -0,0 +1,2 @@ +Cells,Neurons,Excitatory,Inhibitory,REST,PV+,SST+,VIP+,Glia,Oligodendrocytes,Astrocytes,Microglia +1380708,465259,301973,163286,73770,36328,30289,22899,915449,527419,135943,252087, \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/dprime_training.py b/projects/Aidan_Analysis/FullAnalysis/dprime_training.py new file mode 100644 index 0000000..9406333 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/dprime_training.py @@ -0,0 +1,50 @@ +# Produces graphs of d' training progress in all mice across three month periods +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import seaborn as sns +import sys + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixels.behaviours import Behaviour +from reach import Cohort +from pixels import ioutils +from pixtools import utils + +#%% +# create the cohort class +cohort = Cohort.init_from_files( + data_dir="/home/s1735718/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON", + mouse_ids=[ + "VR46", + "VR49", + "VR52", + "VR55", + "VR59", + ], +) + +# now get the training results from file +results = pd.DataFrame(cohort.get_results()) +trials = pd.DataFrame(cohort.get_trials()) +# NB: D' may be incorrect where days have multiple sessions! May have to calculate manually. +# Or exclude from the plotting (CANT DO THIS FOR THE MAIN DISS ONLY TO SHOW TRAINING PROGRESSION) + +#%% +# Plot linegraph of mouse and d' by day +plt.rcParams.update({"font.size": 35}) +p = sns.lineplot(x="day", y="d_prime", hue="mouse_id", data=results, lw=3) + +p.axhline(y=0, ls="--", color="grey", lw=3) +p.axhline(y=1.5, ls="--", color="green", lw=3) +plt.xlabel("Training Day") +plt.ylabel("d-Prime Score (d')") +plt.suptitle("Mouse d-Prime Score Throughout Training Period") + +plt.gcf().set_size_inches(15,10) +utils.save( + "/home/s1735718/Figures/cohort_dprime", + nosize=True, +) +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py b/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py index 55f2975..8396d3c 100644 --- a/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py +++ b/projects/Aidan_Analysis/FullAnalysis/firingrate_histogram_toLEDOFF.py @@ -1,8 +1,8 @@ -#This will plot a figure aligned to LED off with the following features: -#A series of indicators displaying when LED came on across trials for each unit, plotted as a histogram -#The confidence interval for the spike rate. +# This will plot a figure aligned to LED off with the following features: +# A series of indicators displaying when LED came on across trials for each unit, plotted as a histogram +# The confidence interval for the spike rate. -#First shall import the required packages +# First shall import the required packages from argparse import Action import sys from cv2 import bitwise_and @@ -18,31 +18,24 @@ from textwrap import wrap - - ##Now import the main experimental data. Here all good units from cortex## -unit = myexp.select_units( - group="good", - uncurated=False, - max_depth=1500, - name="cortex" -) +unit = myexp.select_units(group="good", uncurated=False, max_depth=1500) -#Now must align these trials to LED off for the main spike rate data +# Now must align these trials to LED off for the main spike rate data hits_off = myexp.align_trials( ActionLabels.correct, Events.led_off, "spike_rate", - duration=8, #May need to increase this depending on how far back the LED came on - units=unit + duration=6, # May need to increase this depending on how far back the LED came on + units=unit, ) ##Now will obtain the data containing time at which the LED turned on and duration## -#I shall iterate through the trial taking the difference between the event on (LED_on) and event off (LED_off) -#This will give a duration of events and allow plotting -#First iterate through the experimental data, both sessions and get the action labels and events -#Importantly, this will be structured as a function to allow me to run this easily in future +# I shall iterate through the trial taking the difference between the event on (LED_on) and event off (LED_off) +# This will give a duration of events and allow plotting +# First iterate through the experimental data, both sessions and get the action labels and events +# Importantly, this will be structured as a function to allow me to run this easily in future ##The following function will return the timepoints for the requested event type for a given experiment @@ -58,47 +51,57 @@ def event_times(event, myexp): NB: Setting the event to LED_off when the action label is correct (whose start point therefore defines LED_on as zero) will return the DURATION of the event! """ - times = [] #Give an empty list to store times + times = [] # Give an empty list to store times for ses in myexp: - sessiontimepoints=[] #Give an empty list to store this sessions times in before appending to the master list - als = ses.get_action_labels() #Get the action labels for this session - - for rec_num in range(len(als)): #This will run through all recording numbers in the above action label data + sessiontimepoints = ( + [] + ) # Give an empty list to store this sessions times in before appending to the master list + als = ses.get_action_labels() # Get the action labels for this session + + for rec_num in range( + len(als) + ): # This will run through all recording numbers in the above action label data actions = als[rec_num][:, 0] events = als[rec_num][:, 1] - #Call all trials where the mouse was correct to search + # Call all trials where the mouse was correct to search start = np.where(np.bitwise_and(actions, ActionLabels.correct))[0] - + for trial in start: - #Now iterate through these correct trials and return all times for selected event - event_time = np.where(np.bitwise_and(events[trial:trial+10000], getattr(Events, event)))[0] + # Now iterate through these correct trials and return all times for selected event + event_time = np.where( + np.bitwise_and( + events[trial : trial + 10000], getattr(Events, event) + ) + )[0] sessiontimepoints.append(event_time[0]) - + times.append(sessiontimepoints) - return(times) + return times ##Now let us define the event times, and durations for the experiment led_duration = event_times("led_off", myexp) -#Combine these as a dictionary, now have all on times across sessions. Each representing an individual trial +# Combine these as a dictionary, now have all on times across sessions. Each representing an individual trial rugdata = {ses.name: pd.DataFrame(led_duration[s]) for s, ses in enumerate(myexp)} -rugdata=pd.concat(rugdata, axis=1) -rugdata = -rugdata/1000 #Converts the positive values to a negative second, to signify the duration before the LED off +rugdata = pd.concat(rugdata, axis=1) +rugdata = ( + -rugdata / 1000 +) # Converts the positive values to a negative second, to signify the duration before the LED off ##Now will plot the base information, combined with a rugplot addition -#To do so, must edit the _plot function, imported from rugplotbase +# To do so, must edit the _plot function, imported from rugplotbase for s, session in enumerate(myexp): - name=session.name + name = session.name per_unit_spike_rate(hits_off[s], rugdata[name], ci="sd") plt.suptitle( - f"session {name} - per-unit across trial firing rate, aligned to LED on" + f"session {name} - per-unit across trial firing rate, aligned to LED off" ) plt.show() diff --git a/projects/Aidan_Analysis/FullAnalysis/firingrate_to_LED_on.py b/projects/Aidan_Analysis/FullAnalysis/firingrate_to_LED_on.py new file mode 100644 index 0000000..c11b759 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/firingrate_to_LED_on.py @@ -0,0 +1,52 @@ +from argparse import Action +import sys +from cv2 import bitwise_and +import matplotlib.pyplot as plt +import pandas as pd +import numpy as np +import seaborn as sns + +from base import * +from rugplotbase import * +from matplotlib.pyplot import figure +from distutils.command.sdist import sdist +from textwrap import wrap + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +from pixtools import spike_rate +from pixtools import utils + + +##Now import the main experimental data. Here all good units from cortex## +unit = myexp.select_units( + group="good", + uncurated=False, + max_depth=1500, + name="cortex" +) + +#Now must align these trials to LED on for the main spike rate data +hits_off = myexp.align_trials( + ActionLabels.correct, + Events.led_on, + "spike_rate", + duration=8, + units=unit +) + +#Now plot average firing rate per unit, across trials. Will only examine the 4 seconds preceeding +ci = "sd" + +for s, session in enumerate(myexp): + + fig = plt.figure() + name = session.name + spike_rate.per_unit_spike_rate(hits_off[s], ci=ci) + fig.suptitle( + f"session {name} - per-unit firing rate 4s before LED on (Trial Beginning)" + ) + plt.gcf().set_size_inches(20, 20) + utils.save(f"/home/s1735718/Figures/{myexp[s].name}_spikerate_LED_on", nosize=True) + #plt.show() + + diff --git a/projects/Aidan_Analysis/FullAnalysis/functions.py b/projects/Aidan_Analysis/FullAnalysis/functions.py index 645b78c..3bfe039 100644 --- a/projects/Aidan_Analysis/FullAnalysis/functions.py +++ b/projects/Aidan_Analysis/FullAnalysis/functions.py @@ -1,15 +1,27 @@ """ -This is the master file containing any functions used in my analyses. Most require that experiments are initially defined in base.py however. +This is the master file containing any functions used in my analyses. +Most require that experiments are initially defined in base.py. sys.path.append allows the local importing of a copy of the pixels analysis repo, though this may be added to path otherwise. -Some functions utilise the depreciated rec_num argument +Notes +---------------------------------------------------------- +| +|Some functions utilise the depreciated rec_num argument! +| +| +| +----------------------------------------------------------- """ + from base import * # Import our experiment and metadata needed import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt -import numpy as np +import matplotlib.lines as mlines + +from pyrsistent import b +from xml.etree.ElementInclude import include import sys import random import probeinterface as pi @@ -18,10 +30,21 @@ from cv2 import bitwise_and import matplotlib.pyplot as plt from textwrap import wrap +from tqdm import tqdm +from channeldepth import meta_spikeglx + +import statsmodels.api as sm +from statsmodels.formula.api import ols +import statsmodels.stats.multicomp as mc +from statsmodels.graphics.factorplots import interaction_plot +from bioinfokit.analys import stat sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") from pixtools.utils import Subplots2D from mpl_toolkits.axes_grid1 import make_axes_locatable +from pixtools import utils +from pixtools import spike_rate +from pixels import ioutils def _raster(per, data, sample, start, subplots, label): @@ -61,6 +84,7 @@ def _raster(per, data, sample, start, subplots, label): s=0.5, legend=None, ) + p.set_yticks([]) p.set_xticks([]) p.autoscale(enable=True, tight=True) @@ -106,6 +130,80 @@ def _raster(per, data, sample, start, subplots, label): return subplots +def within_unit_GLM(bin_data, myexp): + + """ + Function takes binned data (with levels in order session -> unit -> trial) and performs an ANOVA on each session + Returns the multiple comparisons for the interaction and prints anova results + Following parameters are used: + + IV = Firing Rate, DV = Bin, Unit (containing many trials) + + Model is as follows: + + firing_rate ~ C(bin) + C(unit) + C(bin):C(unit) + + bin_data: the output of the per_trial_binning function reordered to swap unit and trial level hierarchy + + myexp: experimental cohort defined in base.py + + + NB: This function runs the model as a distributed set of calculations!! + i.e., it slices the data and runs several smaller calculations before concatenating results + + """ + # store data as a resillient distributed dataset + # will do this using pyspark + + multicomp_bin_results = [] + multicomp_unit_results = [] + multicomp_int_results = [] + + # Now split this data into sessions + for s, session in tqdm(enumerate(myexp)): + + name = session.name + ses_data = bin_data[s] + + # Now shall average the data per bin + ses_avgs = bin_data_average(ses_data) + + # Then melt data to prep for analysis + ses_avgs = ses_avgs.reset_index().melt(id_vars=["unit", "trial"]) + ses_avgs.rename({"value": "firing_rate"}, axis=1, inplace=True) + + ##Now shall construct a linear model to allow for analysis + # IV: Firing Rate + # DVs: Bin (within subjects), Unit (Within subjects - trials averaged out) + + # Now run the GLM analysis + model = ols( + "firing_rate ~ C(bin) + C(unit) + C(bin):C(unit)", data=ses_avgs + ).fit() + + output = sm.stats.anova_lm(model, typ=2) # Type II SS as this is faster + print(f"ANOVA Results - Session {name}") + print(output) + + ####Run Multiple Comparisons#### + # Main effect of bin + res = stat() + + print(f"starting multiple comparisons for session {name}") + # Interaction + res.tukey_hsd( + df=ses_avgs, + res_var="firing_rate", + xfac_var=["bin", "unit"], + anova_model="firing_rate ~ C(bin) + C(unit) + C(bin):C(unit)", + phalpha=0.05, + ss_typ=2, + ) + int_effect = res.tukey_summary + multicomp_int_results.append(int_effect) + return multicomp_int_results + + # Using this function we may now plot the graphs we desire! # First let us define a function to plot spikes per unit @@ -381,84 +479,920 @@ def meta_spikeglx(exp, session): return data + def significance_extraction(CI): """ - This function takes the output of the get_aligned_spike_rate_CI function and extracts any significant values, returning a dataframe in the same format. + This function takes the output of the get_aligned_spike_rate_CI function and extracts any significant values, returning a dataframe in the same format. CI: The dataframe created by the CI calculation previously mentioned """ - + sig = [] - keys=[] + keys = [] rec_num = 0 - #This loop iterates through each column, storing the data as un, and the location as s + # This loop iterates through each column, storing the data as un, and the location as s for s, unit in CI.items(): - #Now iterate through each recording, and unit - #Take any significant values and append them to lists. + # Now iterate through each recording, and unit + # Take any significant values and append them to lists. if unit.loc[2.5] > 0 or unit.loc[97.5] < 0: - sig.append(unit) #Append the percentile information for this column to a list - keys.append(s) #append the information containing the point at which the iteration currently stands - - - #Now convert this list to a dataframe, using the information stored in the keys list to index it + sig.append( + unit + ) # Append the percentile information for this column to a list + keys.append( + s + ) # append the information containing the point at which the iteration currently stands + + # Now convert this list to a dataframe, using the information stored in the keys list to index it sigs = pd.concat( - sig, axis = 1, copy = False, - keys=keys, - names=["session", "unit", "rec_num"] + sig, axis=1, copy=False, keys=keys, names=["session", "unit", "rec_num"] ) - + return sigs -def percentile_plot(CIs, sig_CIs, exp, sig_only = False, dir_ascending = False): + +def percentile_plot(CIs, sig_CIs, exp, sig_only=False, dir_ascending=False): """ - This function takes the CI data and significant values and plots them relative to zero. - May specify if percentiles should be plotted in ascending or descending order. + This function takes the CI data and significant values and plots them relative to zero. + May specify if percentiles should be plotted in ascending or descending order. CIs: The output of the get_aligned_spike_rate_CI function, i.e., bootstrapped confidence intervals for spike rates relative to two points. sig_CIs: The output of the significance_extraction function, i.e., the units from the bootstrapping analysis whose confidence intervals do not straddle zero - + exp: The experimental session to analyse, defined in base.py sig_only: Whether to plot only the significant values obtained from the bootstrapping analysis (True/False) dir_ascending: Whether to plot the values in ascending order (True/False) - + """ - #First sort the data into long form for both datasets, by percentile - CIs_long = CIs.reset_index().melt("percentile").sort_values("value", ascending= dir_ascending) + # First sort the data into long form for both datasets, by percentile + CIs_long = ( + CIs.reset_index() + .melt("percentile") + .sort_values("value", ascending=dir_ascending) + ) CIs_long = CIs_long.reset_index() - CIs_long["index"] = pd.Series(range(0, CIs_long.shape[0]))#reset the index column to allow ordered plotting - - CIs_long_sig = sig_CIs.reset_index().melt("percentile").sort_values("value", ascending=dir_ascending) + CIs_long["index"] = pd.Series( + range(0, CIs_long.shape[0]) + ) # reset the index column to allow ordered plotting + + CIs_long_sig = ( + sig_CIs.reset_index() + .melt("percentile") + .sort_values("value", ascending=dir_ascending) + ) CIs_long_sig = CIs_long_sig.reset_index() CIs_long_sig["index"] = pd.Series(range(0, CIs_long_sig.shape[0])) - #Now select if we want only significant values plotted, else raise an error. + # Now select if we want only significant values plotted, else raise an error. if sig_only is True: data = CIs_long_sig - + elif sig_only is False: data = CIs_long - + else: raise TypeError("Sig_only argument must be a boolean operator (True/False)") - #Plot this data for the experimental sessions as a pointplot. + # Plot this data for the experimental sessions as a pointplot. for s, session in enumerate(exp): name = session.name p = sns.pointplot( - x="unit", y = "value", data = data.loc[(data.session == s)], - order = data.loc[(data.session == s)]["unit"].unique(), join = False, legend = None) #Plots in the order of the units as previously set, uses unique values to prevent double plotting - + x="unit", + y="value", + data=data.loc[(data.session == s)], + order=data.loc[(data.session == s)]["unit"].unique(), + join=False, + legend=None, + ) # Plots in the order of the units as previously set, uses unique values to prevent double plotting + p.set_xlabel("Unit") p.set_ylabel("Confidence Interval") p.set(xticklabels=[]) p.axhline(0) - plt.suptitle("\n".join(wrap(f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}"))) #Wraps the title of the plot to fit on the page. + plt.suptitle( + "\n".join( + wrap( + f"Confidence Intervals By Unit - Grasp vs. Baseline - Session {name}" + ) + ) + ) # Wraps the title of the plot to fit on the page. + + plt.show() + + +def per_trial_binning(trial, myexp, timespan, bin_size): + """ + Function takes data aligned by trial (i.e., using myexp align_trials method), + bins them, then returns the dataframe with an added bin index + + The end result of this is an index structured as (time, 'lower bin, upper bin') + + trial: The data aligned to an event according to myexp.align_trials + + myexp: The experimental cohort defined in base.py + + timespan: the total time data was aligned to in myexp.align_trials (i.e., duration) in seconds + + bin size: the size of the bins in seconds + + """ - plt.show() \ No newline at end of file + # First reorder data hierarchy + reorder = trial.reorder_levels(["session", "trial", "unit"], axis=1) + + # Perform binning on whole dataset + # First calculate the number of bins to create based on total duration and bin length + bin_number = int(timespan / bin_size) + + values = reorder.columns.get_level_values( + "trial" + ).unique() # Get trials for session + + # Add a new level containing the bin data for the dataframe + bin_vals = pd.cut(reorder.index, bin_number, include_lowest=True, precision=1) + bin_vals = bin_vals.astype(str) # Convert the interval series to a list of strings + + # Remove brackets from bin_vals + bin_vals_str = [] + for t in bin_vals: + t = t.strip("()[]") + bin_vals_str.append(t) + + # This will be added as an index, before time. + full_data = reorder.assign( + bin=bin_vals_str + ) # Add bin values temporarily as a column + full_data.set_index( + "bin", append=True, inplace=True + ) # Convert this column to a new index, below time + return full_data + + +def bin_data_average(bin_data): + """ + This function takes the dataframe produced by per_trial_binning() including bins as a multiindex + and takes the average of each bin's activity within a given time period + This returns the average firing rate of each unit (i.e., per session and time) + + bin_data: the dataframe produced by per_trial_binning, with predefined bins + + NB: To return a transposed version of the data (i.e., with bin averages as rows rather than columns) + add ".T" to function call. + """ + + # First extract the values of each bin in bin_data + bins = bin_data.index.get_level_values( + "bin" + ) # a list of the bins created by the previous function + bin_names = ( + bins.unique() + ) # Take the unique values present, giving us the list of bin categories + + # Take averages for each bin, across all units and trials then concatenate into a dataframe, where each column is a bin + binned_avgs = pd.concat( + (bin_data.loc[bins == b].mean(axis=0) for b in bin_names), + axis=1, + keys=bin_names, + ) + binned_avgs = pd.DataFrame(binned_avgs) + + # Return the data + return binned_avgs + + +def bin_data_bootstrap( + bin_data, CI=95, ss=20, bootstrap=10000, name=None, cache_overwrite=False +): + """ + This function takes the data, with bin averages calculated by bin_data_average and calculates boostrapped confidence intervals + To do so, it takes a random sample many times over and uses this data to calculate percentiles + + bin_data: the dataframe produced by bin_data_average, with bin times represented as columns + + CI: the confidence interval to calculate (default is 95%) + + ss: the sample size to randomly select from the averages (default is 20) + + bootstrap: the number of times a random sample will be taken to create a population dataset (default is 10,000) + + name: the name to save the output under in cache, speeds the process if this has been run before + + cache_overwrite: whether to overwrite the saved cache with new data, (default is False) + """ + + ##Stages of this analysis are as follows: + # 1. Take individual bin + # 2. Calculate confidence interval via bootstapping + # 3. Store all bin CIs + + # Check if the function has been run before, and saved to a chache + # NB: This function caches under the name of the first session in the list! + if name is not None: + # Read in data from previous run + output = myexp.sessions[0].interim / "cache" / (name + ".h5") + if output.exists() and cache_overwrite is not True: + df = ioutils.read_hdf5(myexp.sessions[0].interim / "cache" / (name + ".h5")) + return df + + # First define confidence intervals + lower = (100 - CI) / 2 # Lower confidence interval bound (default 2.5%) + upper = 100 - lower # Upper bound (default 97.5%) + percentiles = [lower, 50, upper] # The defined percentiles to analyse + cis = [] # empty list to store calculated intervals + + bin_values = bin_data.columns + keys = [] + + # Loop through each of the bin averages and calculate their confidence interval + for s, session in enumerate(myexp): + names = session.name + ses_bins = bin_data[bin_data.index.get_level_values("session") == s] + trials = ses_bins.index.get_level_values( + "trial" + ).unique() # get the trials for a given session + + for t in trials: + trial_bins = ses_bins[ses_bins.index.get_level_values("trial") == t] + + # Take every bin within a trial + for b in bin_values: + bin_avg = trial_bins[b] + samples = np.array( + [ + [np.random.choice(bin_avg.values, size=ss)] + for j in range(bootstrap) + ] + ) + + # Use these samples to calculate the percentiles for each bin + medians = np.median(samples, axis=2) # Median of the samples taken + results = np.percentile( + medians, percentiles, axis=0 + ) # The percentiles, relative to the median + cis.append(pd.DataFrame(results)) + keys.append( + (s, t, b) + ) # Set the keys for the dataframe to be bin, session, trial + + # Now save these calculated confidence intervals to a dataframe + df = pd.concat(cis, axis=1, names=["session", "trial", "bin"], keys=keys) + df.set_index( + pd.Index(percentiles, name="percentile"), inplace=True + ) # Set the name of the index to percentiles + df.columns = df.columns.droplevel( + level=3 + ) # remove the redundant units row, as they have been averaged out + + # Finally, save this df to cache to speed up future runs + if name is not None: + ioutils.write_hdf5(myexp.sessions[0].interim / "cache" / (name + ".h5"), df) + return df + + return df + + +def bs_pertrial_bincomp(bs_data, myexp): + """ + This function imports percentile data produced from bootstrapping, and compares across bins to determine if a significant change from previous states occurs + This process is repeated across trials to allow plotting of significance. + Returns a dataframe with bins classified as either increasing, decreasing or displaying little change from previous timepoint. + + bs_data: the percentile information produced by bin_data_bootstrap() + + myexp: the experimental cohort defined in base.py + """ + + total_bin_response = {} + # First import the data and split it by session, and trial. + for s, session in enumerate(myexp): + name = session.name + ses_data = bs_data[0] + ses_bin_response = {} + for t, cols in enumerate(ses_data): + trial_data = ses_data[ + cols[0] + ] # All bins, and associated percentiles for a given trial + + # Now that we have all the bins for a given trial, + # t count value in enumerate loop will allow comparison to previous iteration + bins = trial_data.columns + + # compare each column's 2.5% (lower) to previous column's 97.5% + # to check for sig. increase in activity + previous_bin = [] + trial_bin_response = {} # store as a dictionary + for b, bins in enumerate(trial_data): + + # First store the initial bin to previous_bin + if len(previous_bin) == 0: + previous_bin.append(trial_data[bins]) + continue + + # Once this has been done, will compare across bins + current_bin = trial_data[bins] + + # First check if there is a sig. increase - i.e., if current 2.5 and previous 97.5 do not overlap + if current_bin[2.5] >= previous_bin[0][97.5]: + trial_bin_response.update({bins: "increased"}) + + # Now check if there is a sig. decrease + elif current_bin[97.5] <= previous_bin[0][2.5]: + trial_bin_response.update({bins: "decreased"}) + + # And finally if there is no change at all + else: + trial_bin_response.update({bins: "nochange"}) + + # The replace previous bin with current bin + previous_bin = [] + previous_bin.append(current_bin) + + # Now append data for each trial to a larget list + ses_bin_response.update( + {cols[0]: trial_bin_response} + ) # contains every trial for a given session + total_bin_response.update({name: ses_bin_response}) + + # Convert nested dictionary to dataframe + df = pd.DataFrame.from_dict( + { + (i, j): total_bin_response[i][j] + for i in total_bin_response.keys() + for j in total_bin_response[i].keys() + }, + orient="index", + ) + df.index.rename(["session", "trial"], inplace=True) + df.columns.names = ["bin"] + return df + + +def bs_graph(aligned_data, binned_data, bin_comparisons, myexp): + """ + Function plots the binned data graph including period of LED onset for each trial within a given session. + + aligned_data: the dataset produced by align_trials + + binned_data: the dataset produced by per_trial_binning + + bin_comparisons: the dataset containing comparisons between bins, produced by bs_pertrial_bincomp + + myexp: the experimental cohort defined in base.py + + """ + for s, session in enumerate(myexp): + name = session.name + + ses_data = binned_data[s] + ses_values = ses_data.columns.get_level_values( + "trial" + ).unique() # Get all trial values for the session + ses_start_times = start[ + name + ] # LED on time for the session, will leave trial numbers in ses_values unsorted to ensure they align + + ses_bin_comps = bin_comparisons[ + bin_comparisons.index.get_level_values("session") == name + ] + + num_trials = len( + ses_data[ses_values[0]].columns + ) # How many trials shall be plotted + subplots = Subplots2D( + ses_values, sharex=True, sharey=True + ) # determines the number of subplots to create (as many as there are trials in the session) + + for i, value in enumerate(ses_values): + data = ses_data[value].stack().reset_index() + data["y"] = data[0] # Add a new column containing y axis values + ax = subplots.axes_flat[i] # Plot this on one graph + + # bin responses for the trial to be plotted + trial_bins = ses_bin_comps[ + ses_bin_comps.index.get_level_values("trial") == i + ] + + # Now create the actual lineplot + p = sns.lineplot(x="time", y="y", data=data, ax=ax, ci="sd") + + # Now for each of these plots, add the LED on-off time as a shaded area + p.axvspan(ses_start_times[i], 0, color="green", alpha=0.3) + + ##Now, within each trial, add shaded areas representing the binned timescales + for i, cols in enumerate(ses_bin_comps.columns): + shaded_bin = data["time"].loc[data["bin"] == ses_bin_comps.columns[i]] + bin_significance = trial_bins[cols] + + # Then plot an indicator of significance to these bins + if bin_significance.values == "nochange": + p.axvspan( + shaded_bin.values[0], + shaded_bin.values[-1], + color="gray", + alpha=0, + hatch=r"//", + ) # Change this alpha value to above zero to plot nonsignificant bins. + + if ( + bin_significance.values == "increased" + or bin_significance.values == "decreased" + ): + p.axvspan( + shaded_bin.values[0], + shaded_bin.values[-1], + color="red", + alpha=0.1, + hatch=r"/o", + ) + + # Now remove axis labels + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + + # Then set the x limit to be one second post trial completion + p.set(xlim=(-5, 1)) + + # Now plot the legend for each of these figures + legend = subplots.legend + + legend.text(0.3, 0.5, "Trial", transform=legend.transAxes) + legend.text( + -0.2, 0, "Firing Rate (Hz)", transform=legend.transAxes, rotation=90 + ) # y axis label + legend.text( + 0, -0.3, "Time Relative to LED Off (s)", transform=legend.transAxes + ) # x axis label + + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor("white") + legend.set_box_aspect(1) + + # Display the plot + plt.gcf().set_size_inches(20, 20) + + # Uncomment to save figures as pdf. + utils.save( + f"/home/s1735718/Figures/{myexp[s].name}_spikerate_LED_Range_PerTrial", + nosize=True, + ) + + +def cross_trial_bootstrap( + bin_data, CI=95, ss=20, bootstrap=10000, cache_name=None, cache_overwrite=False +): + """ + This function takes the averages across trials for a given bin as previously calculated + and samples across values, to give a series of percentiles for average firing rate in a given bin + + bin_data: the dataframe produced by bin_data_average, with bin times represented as columns + + CI: the confidence interval to calculate (default is 95%) + + ss: the sample size to randomly select from the averages (default is 20) + + bootstrap: the number of times a random sample will be taken to create a population dataset (default is 10,000) + + cache_name: the name to save the output under in cache, speeds the process if this has been run before + + cache_overwrite: whether to overwrite the saved cache with new data, (default is False) + """ + + ##Stages of this analysis are as follows: + # 1. Take individual bin + # 2. Calculate confidence interval via bootstapping + # 3. Store all bin CIs + + # Check if the function has been run before, and saved to a chache + # NB: This function caches under the name of the first session in the list! + + if cache_name is not None: + # Read in data from previous run + output = myexp.sessions[0].interim / "cache" / (name + ".h5") + if output.exists() and cache_overwrite is not True: + df = ioutils.read_hdf5(myexp.sessions[0].interim / "cache" / (name + ".h5")) + return df + + # First define confidence intervals + lower = (100 - CI) / 2 # Lower confidence interval bound (default 2.5%) + upper = 100 - lower # Upper bound (default 97.5%) + percentiles = [lower, 50, upper] # The defined percentiles to analyse + cis = [] # empty list to store calculated intervals + + bin_values = bin_data.columns + keys = [] + + # Loop through each of the bin averages and calculate their confidence interval + for s, session in enumerate(myexp): + + names = session.name + ses_bins = bin_data[bin_data.index.get_level_values("session") == names] + trials = ses_bins.index.get_level_values( + "trial" + ).unique() # get the trials for a given session + + # Sample from every trial within a bin + for b in bin_values: + + # Take every trial within a bin + bin_avgs = ses_bins[b] + samples = np.array( + [[np.random.choice(bin_avgs.values, size=ss)] for j in range(bootstrap)] + ) + + # Use these samples to calculate the percentiles for each bin + medians = np.median(samples, axis=2) # Median of the samples taken + results = np.percentile( + medians, percentiles, axis=0 + ) # The percentiles, relative to the median + cis.append(pd.DataFrame(results)) + keys.append( + (names, b) + ) # Set the keys for the dataframe to be bin, session, trial + + # Now save these calculated confidence intervals to a dataframe + df = pd.concat(cis, axis=1, names=["session", "bin"], keys=keys) + df.set_index( + pd.Index(percentiles, name="percentile"), inplace=True + ) # Set the name of the index to percentiles + df.columns = df.columns.droplevel( + level=2 + ) # remove the redundant units row, as they have been averaged out + + # Finally, save this df to cache to speed up future runs + if cache_name is not None: + ioutils.write_hdf5( + myexp.sessions[0].interim / "cache" / (cache_name + ".h5"), df + ) + return df + + return df + + +def cross_trial_bincomp(bs_data, myexp): + """ + This function imports percentile data produced from bootstrapping, and compares across bins to determine if a significant change from previous states occurs + This process is repeated across trials to allow plotting of significance. + Returns a dataframe with bins classified as either increasing, decreasing or displaying little change from previous timepoint. + + bs_data: the percentile information produced by bin_data_bootstrap() + + myexp: the experimental cohort defined in base.py + """ + + total_bin_response = {} + # First import the data and split it by session, and trial. + for s, session in enumerate(myexp): + name = session.name + ses_data = bs_data[name] + ses_bin_response = {} + for t, cols in enumerate(ses_data): + + # Now that we have all the bins for a given trial, + # t count value in enumerate loop will allow comparison to previous iteration + bins = ses_data.columns + + # compare each column's 2.5% (lower) to previous column's 97.5% + # to check for sig. increase in activity + previous_bin = [] + for b, bins in enumerate(ses_data): + + # First store the initial bin to previous_bin + if len(previous_bin) == 0: + previous_bin.append(ses_data[bins]) + continue + + # Once this has been done, will compare across bins + current_bin = ses_data[bins] + + # First check if there is a sig. increase - i.e., if current 2.5 and previous 97.5 do not overlap + if current_bin[2.5] >= previous_bin[0][97.5]: + ses_bin_response.update({bins: "increased"}) + + # Now check if there is a sig. decrease + elif current_bin[97.5] <= previous_bin[0][2.5]: + ses_bin_response.update({bins: "decreased"}) + + # And finally if there is no change at all + else: + ses_bin_response.update({bins: "nochange"}) + + # The replace previous bin with current bin + previous_bin = [] + previous_bin.append(current_bin) + + # Now append data for each trial to a larget list + total_bin_response.update({name: ses_bin_response}) + + # Convert nested dictionary to dataframe + df = pd.DataFrame.from_dict( + total_bin_response, + orient="index", + ) + # df.index.rename(["session"], inplace=True) + df.columns.names = ["bin"] + df.index.rename("session", inplace=True) + return df + + +def percentile_range(bs_data): + """ + Function takes percentiles for given bins and calculates the range, adding this as a new index row + + bs_data: a bootstrapped dataset containing 2.5, 50, and 97.5% percentiles as index + with data organised as columns for some given bin + """ + + # Run through the set col by col + ranges = [] + + for col in bs_data: + column = bs_data[col] + perc_delta = column[97.5] - column[2.5] # Range of the percentiles + ranges.append(perc_delta) + + # Now append this as a new row + bs_data.loc["range"] = ranges + return bs_data + + +def variance_boostrapping( + bs_data, + myexp, + CI=95, + ss=20, + bootstrap=10000, + cache_name=None, + cache_overwrite=False, +): + """ + Similar to previous functions, this performs a boostrapping analysis per bin throughout a sessions trials. + However, it instead analyses if the size of the variance (ie. the range between percentiles calculated previously) differs significantly between bins + This will act as a proxy for the synchronicity of neuronal activity for a given bin. + + bs_data: the data calculated within each trial by bin_data_bootstrap (NOT Cross data bootstrap!) + + myexp: the experimental cohort defined in base.py + + CI: the confidence interval to calculate (default is 95%) + + ss: the sample size to randomly select from the averages (default is 20) + + bootstrap: the number of times a random sample will be taken to create a population dataset (default is 10,000) + + cache_name: the name to save the output under in cache, speeds the process if this has been run before + + cache_overwrite: whether to overwrite the saved cache with new data, (default is False) + + """ + # Check if the function has been run before, and saved to a chache + # NB: This function caches under the name of the first session in the list! + if cache_name is not None: + # Read in data from previous run + output = myexp.sessions[0].interim / "cache" / (cache_name + ".h5") + if output.exists() and cache_overwrite is not True: + df = ioutils.read_hdf5( + myexp.sessions[0].interim / "cache" / (cache_name + ".h5") + ) + return df + + # First define confidence intervals + lower = (100 - CI) / 2 # Lower confidence interval bound (default 2.5%) + upper = 100 - lower # Upper bound (default 97.5%) + percentiles = [lower, 50, upper] # The defined percentiles to analyse + cis = [] # empty list to store calculated intervals + + keys = [] + + for s, session in enumerate(myexp): + ses_data = bs_data[s] + ses_data = ses_data.loc[ses_data.index == "range"] + ses_data = ses_data.melt() + + name = session.name + legend_names.append(name) + bin_vals = ses_data.bin.unique() + + # Sample across all trial ranges for a given bin + for b in bin_vals: + bin_data = ses_data.loc[ses_data.bin == b] + samples = np.array( + [[np.random.choice(bin_data.value, size=ss)] for j in range(bootstrap)] + ) + + # Save results of single bin boostrapping + medians = np.median(samples, axis=2) # Median of the samples taken + results = np.percentile( + medians, percentiles, axis=0 + ) # The percentiles, relative to the median + cis.append(pd.DataFrame(results)) + + keys.append((name, b)) + + # Now save these calculated confidence intervals to a dataframe + df = pd.concat(cis, axis=1, names=["session", "bin"], keys=keys) + df.set_index( + pd.Index(percentiles, name="percentile"), inplace=True + ) # Set the name of the index to percentiles + df.columns = df.columns.droplevel( + level=2 + ) # remove the redundant units row, as they have been averaged out + + if cache_name is not None: + ioutils.write_hdf5( + myexp.sessions[0].interim / "cache" / (cache_name + ".h5"), df + ) + return df + + return df + + +def bin_data_SD(bin_data): + """ + Function is similar to bin_data_mean. + + This function takes the dataframe produced by per_trial_binning() including bins as a multiindex + and calculates the standard deviation of each bin's activity within a given time period + This returns the SD of the firing rate of each unit (i.e., per session and time) + + bin_data: the dataframe produced by per_trial_binning, with predefined bins + + NB: To return a transposed version of the data (i.e., with bin averages as rows rather than columns) + add ".T" to function call. + """ + + # First extract the values of each bin in bin_data + bins = bin_data.index.get_level_values( + "bin" + ) # a list of the bins created by the previous function + bin_names = ( + bins.unique() + ) # Take the unique values present, giving us the list of bin categories + ses_bins = {} + for s, session in enumerate(myexp): + name = session.name + + ses_data = bin_data[s] + trial_bins = {} + + # Trial number will give the following loop the number of times to iterate + trial_number = ses_data.columns.get_level_values("trial").unique() + # Now, take each trial and average across bins + for t in trial_number: + trial_data = ses_data[t] + individual_bins = {} + for b in bin_names: + + bin_vals = trial_data.loc[trial_data.index.get_level_values("bin") == b] + bin_st_dev = np.std( + bin_vals.values + ) # take standard deviation for all values in this trials bin + individual_bins.update({b: bin_st_dev}) + trial_bins.update({t: individual_bins}) + + ses_bins.update({name: trial_bins}) + + # Merge these SDs as a dataframe + binned_sd = pd.DataFrame.from_dict( + {(i, j): ses_bins[i][j] for i in ses_bins.keys() for j in ses_bins[i].keys()}, + orient="index", + ) + + # Take the mean of the SDs for each trial Bin + + binned_sd.index.rename(["session", "trial"], inplace=True) + binned_sd.columns.names = ["bin"] + + # Return the data + return binned_sd + + +def unit_depths(exp): + """ + Parameters + ========== + exp : pixels.Experiment + Your experiment. + + This is an updated version of the pixtools function + """ + info = exp.get_cluster_info() + depths = [] + keys = [] + + for s, session in enumerate(exp): + name = session.name + session_depths = {} + rec_num = 0 + for rec_num, probe_depth in enumerate(session.get_probe_depth()): + rec_depths = {} + rec_info = info[s] + id_key = "id" if "id" in rec_info else "cluster_id" # Depends on KS version + + for unit in rec_info[id_key]: + unit_info = rec_info.loc[rec_info[id_key] == unit].iloc[0].to_dict() + rec_depths[unit] = probe_depth - unit_info["depth"] + + session_depths = pd.DataFrame(rec_depths, index=["depth"]) + keys.append(name) + session_depths = pd.concat([session_depths], axis=1, names="unit") + depths.append(session_depths) + + return pd.concat(depths, axis=1, names=["session", "unit"], keys=keys) + + +def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): + """ + Function takes the output of the multiple comparisons calculated by within_unit_GLM() and calculates the larges change in firing rate (or other IV measured by the GLM) between bins, per unit + This requires both experimental cohort data, and bin_data calculated by per_trial_binning() and passed through reorder levels (as "session", "unit", "trial") + Function returns a list of lists, in a hierarchy of [session[unit deltas]] + + Using this data, a depth plot may be created displaying the relative delta by unit location in pM2 + + glm: the result of the ANOVA and subsequent Tukey adjusted multiple comparisons performed by within_unit_GLM + NB: THIS IS A COMPUTATIONALLY EXPENSIVE FUNCTION, DO NOT RUN IT ON MORE THAN ONE SESSION AT A TIME + + myexp: the experimental cohort defined in base.py + + bin_data: the binned raw data computed by the per_trial_binning function + + sig_only: whether to return only the greatest delta of significant bins or not + + percentage_change: whether to return deltas as a percentage change + + """ + ses_deltas = [] + for s, session in enumerate(myexp): + + unit_deltas = [] + sigunit_comps = [] + ses_comps = glm[s] + + if sig_only is True: + # Return only significant comparisons + ses_comps = ses_comps.loc[ses_comps["p-value"] < 0.05] + + # Determine list of units remaining in comparison + units = [] + for i in ses_comps["group1"]: + units.append(i[1]) + units = np.array(units) + units = np.unique(units) + + # Now iterate through comparisons, by unit, Saving the significant comparisons to allow later calculation of delta + + for i in units: + unit_comps = ses_comps[ + ses_comps["group1"].apply(lambda x: True if i in x else False) + ] # Lambda function checks if the value is in the tuple for group one + unit_comps = unit_comps[ + unit_comps["group2"].apply(lambda x: True if i in x else False) + ] + unit_comps.reset_index(inplace=True) + + # find row with largest difference + if unit_comps.empty: # skip if empty + continue + + row = unit_comps["Diff"].idxmax() + sigunit_comps.append(unit_comps.iloc[[row]]) + + # Now that we know the units with significant comparisons, take these bins from raw firing rate averages + ses_avgs = bin_data_average(bin_data[s]) + + # Iterate through our significant comparisons, calculating the actual delta firing rate + for i in range(len(sigunit_comps)): + sig_comp = sigunit_comps[i] + + unit = [x[1] for x in sig_comp["group1"]] + ses_unit = ses_avgs.loc[ + ses_avgs.index.get_level_values("unit") == int(unit[0]) + ].mean() # get all rows where our units firing rate is present + + # Get the bins that the signficant comparison looked at + bin_val1 = [x[0] for x in sig_comp["group1"]][0] + bin_val2 = [x[0] for x in sig_comp["group2"]][0] + + # Return the percentage change from initial state rather than raw value + if percentage_change == True: + change = ses_unit[bin_val2] - ses_unit[bin_val1] + delta = (change / ses_unit[bin_val1]) * 100 + if ses_unit[bin_val1] == 0: + continue # Skip this value, if it changes from a value of zero, this is infinite + print(delta) + unit_deltas.append([int(unit[0]), delta]) + # Finally, get the delta value across these bins for the given unit + elif percentage_change == False: + delta = ses_unit[bin_val2] - ses_unit[bin_val1] + unit_deltas.append([int(unit[0]), delta]) + + ses_deltas.append(unit_deltas) + + return ses_deltas diff --git a/projects/Aidan_Analysis/FullAnalysis/neuron_types.py b/projects/Aidan_Analysis/FullAnalysis/neuron_types.py new file mode 100644 index 0000000..0652360 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/neuron_types.py @@ -0,0 +1,211 @@ +#%% +##This script simply produces a pie chart of the distribution of neuron types +# Import required packages +import enum +from xml.etree.ElementInclude import include +from cv2 import multiply, rotate +from matplotlib.pyplot import colormaps, title, ylabel, ylim +import numpy as np +import pandas as pd +import seaborn as sns + +import sys +from base import * +from channeldepth import * +from functions import event_times, per_trial_spike_rate +from functions import unit_depths + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixtools.utils import Subplots2D # use the local copy of base.py +from pixtools import utils +from pixtools import spike_rate +from pixels import ioutils +from pixels import PixelsError +from matplotlib.axes import Axes + +##Now select units for pyramidal and interneurons +all_units = myexp.select_units(group="good", name="m2", max_depth=1200, min_depth=200) + +# select all pyramidal neurons +pyramidal_units = get_pyramidals(myexp) + +# and all interneurons +interneuron_units = get_interneurons(myexp) + + +# Then align trials +all_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=10, units=all_units +) + +pyramidal_aligned = myexp.align_trials( + ActionLabels.correct, + Events.led_off, + "spike_rate", + duration=10, + units=pyramidal_units, +) + +interneuron_aligned = myexp.align_trials( + ActionLabels.correct, + Events.led_off, + "spike_rate", + duration=10, + units=interneuron_units, +) + +#%% +# Now plot a chart containing a count of all neuron types per session +# To do so, will require a count of neuronal units, only need to do this once +ses_counts = [] +raw_data = [] +for s, session in enumerate(myexp): + name = session.name + + ses_pyramidals = pyramidal_aligned[s] + ses_interns = interneuron_aligned[s] + + pyr_count = pd.DataFrame( + [ + name, + "pyramidal", + len(ses_pyramidals.columns.get_level_values("unit").unique()), + ] + ).T + + pyr_num = pd.DataFrame( + [ + name, + "pyramidal", + ses_pyramidals.columns.get_level_values("unit").unique(), + ] + ).T + ses_counts.append(pyr_count) + raw_data.append(pyr_num) + + int_count = pd.DataFrame( + [ + name, + "interneuron", + len(ses_interns.columns.get_level_values("unit").unique()), + ] + ).T + + int_num = pd.DataFrame( + [ + name, + "interneuron", + ses_interns.columns.get_level_values("unit").unique(), + ] + ).T + + ses_counts.append(int_count) + raw_data.append(int_num) + +ses_counts = pd.concat(ses_counts) +ses_counts.rename(columns={0: "session", 1: "neuron", 2: "count"}, inplace=True) + +ses_raw_data = pd.concat(raw_data) +ses_raw_data.rename(columns={0: "session", 1: "neuron", 2: "unit"}, inplace=True) +ses_raw_data = ses_raw_data.explode("unit").reset_index(drop=True) +#%% +# plot these as stacked bar +# plt.rcParams.update({"font.size": 30}) + +# plot_dat = ( +# ses_raw_data.groupby(["session", "neuron"]) +# .size() +# .reset_index() +# .pivot(columns="neuron", index="session") +# ) +# plot_dat.plot(kind="bar", stacked=True, color=["pink", "cornflowerblue"]) +# plt.legend( +# labels=["Interneuron", "Pyramidal"], +# bbox_to_anchor=(1.22, 1.1), +# title="Neuronal Type", +# ) + +# plt.suptitle("Proportion of Neuronal Types Within pM2") +# plt.xlabel("Recording Session & Mouse ID (SessionDate_MouseID)") +# plt.ylabel("Number of Recorded Neurons") +# plt.xticks(rotation=45) +# plt.gcf().set_size_inches(10, 10) + + +# Uncomment below to save as pdf +# utils.save( +# f"/home/s1735718/Figures/NeuronalTypeCountPlot", +# nosize=True, +# ) + + +#%% + +####Will also plot a depth graph of neuron type#### +####Like the previous graph but Y is depth rather than count, x is session again#### +##Get all unit depths for the experiment +depths = unit_depths(myexp) +all_unit_depths = [] + +for s, session in enumerate(myexp): + name = session.name + ses_depths = depths[name] + ses_pyramidals = pyramidal_aligned[s] + ses_int = interneuron_aligned[s] + + pyr_depths = ses_depths[ses_pyramidals.columns.get_level_values("unit").unique()] + int_depths = ses_depths[ses_int.columns.get_level_values("unit").unique()] + + # melt then merge these datasets to allow plotting + pyr_depths = pyr_depths.melt() + pyr_depths["type"] = "pyramidal" + + int_depths = int_depths.melt() + int_depths["type"] = "interneuron" + + units = pd.concat([pyr_depths, int_depths]).reset_index(drop=True) + units["session"] = name + + all_unit_depths.append(units) + +all_unit_depths = pd.concat(all_unit_depths, axis=0).reset_index(drop=True) +# %% +# Plot these depths by session and type +plt.rcParams.update({"font.size": 50}) + +p = sns.stripplot( + x="session", + y="value", + hue="type", + data=all_unit_depths, + s=15, + linewidth=1, + palette="bright", +) + +plt.xticks(rotation=90) +plt.xlabel("Recording Session") +plt.ylabel("pM2 Depth (μm)") +plt.ylim(0) +plt.gca().invert_yaxis() # invert the y axis, make understanding easier + + +# Plot lines showing lower bound of pM2 + +plt.axhline(y=1200, color="black", ls="--") +plt.text(1.55, 1200, "pM2 Lower Bound") + +plt.legend(bbox_to_anchor=(1, 1), title="Neuron Type") +plt.gcf().set_size_inches(15, 15) +plt.suptitle("Neuronal Types by Location in pM2") + +# Save Figure then Show +utils.save( + "/home/s1735718/Figures/neurontype_by_depth", + nosize=True, +) + +plt.show() + +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py index a863a2e..327c120 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_By_Channel_Stripplot.py @@ -3,14 +3,6 @@ # NB: I changed how unit_depths() works in my local copy to remove the reference to rec_num -import sys - -# Line will allow me to debug base.py code locally rather than github copy -sys.path.insert( - 0, "/home/s1735718/PixelsAnalysis/pixels" -) -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") - from turtle import fd @@ -31,25 +23,24 @@ # Now from this data, give us all units that are good and within the cortex -units = myexp.select_units(group="good", max_depth=1500, name="cortex") +units = myexp.select_units(group="good", max_depth=1200, name="m2") # #Now that we have the units selected, let us assess the noise -# myexp.assess_noise() +myexp.assess_noise() # now read these dataframes in from the json files just created # If we want to change the data read in, simply change the experimental call in noisebase! # May also add more experiments to the list here if desired! noise = [] -for name, exp in exps.items(): - for session in exp: - for i in range(len(session.files)): - path = session.processed / f"noise_{i}.json" - with path.open() as fd: - ses_noise = json.load(fd) - date = datetime.datetime.strptime(session.name[:6], "%y%m%d") - for SD in ses_noise["SDs"]: - noise.append((session.name, date, name, SD)) +for s, session in enumerate(myexp): + for i in range(len(session.files)): + path = session.processed / f"noise_{i}.json" + with path.open() as fd: + ses_noise = json.load(fd) + date = datetime.datetime.strptime(session.name[:6], "%y%m%d") + for SD in ses_noise["SDs"]: + noise.append((session.name, date, name, SD)) df = pd.DataFrame(noise, columns=["session", "date", "project", "SDs", "median SD"]) diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py index 8ca2ff4..be0044a 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py @@ -4,13 +4,6 @@ # First import required packages import json -import sys - -sys.path.insert( - 0, "/home/s1735718/PixelsAnalysis/pixels" -) # Line will allow me to debug base.py code locally rather than github copy -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") - import datetime from turtle import fd @@ -23,49 +16,66 @@ from pixels.behaviours.no_behaviour import NoBehaviour from pixels.behaviours.pushpull import PushPull from pixels.behaviours.reach import Reach -from pixtools import clusters, utils from sklearn.cluster import KMeans from base import * from channeldepth import * +from tqdm import tqdm + +import sys + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixtools.utils import Subplots2D +from pixtools import clusters, utils + +myexp.assess_noise() -#TODO: Fix this function! Why isn't it properly concatenating. def noise_per_channeldepth(myexp): """ Function extracts the noise for each channel, combining this into a dataframe myexp: the experiment defined in base.py, will extract the depth information from here. """ - noise = pd.DataFrame(columns=["session", "project", "SDs", "x", "y"]) # Create the empty array to hold the noise information - depths = meta_spikeglx(myexp, 0) - depths = depths.to_dataframe() - coords = depths[["x", "y"]] # Create a dataframe containing the generic x and y coords. + noise = pd.DataFrame( + columns=["session", "project", "SDs", "x", "y"] + ) # Create the empty array to hold the noise information + depths = meta_spikeglx(myexp, 0) + depths = depths.to_dataframe() + coords = depths[ + ["x", "y"] + ] # Create a dataframe containing the generic x and y coords. tot_noise = [] - #Iterate through each session, taking the noise for each file and loading them into one continuous data frame. + # Iterate through each session, taking the noise for each file and loading them into one continuous data frame. for s, session in enumerate(myexp): - for i in range(len(session.files)): + for i in tqdm(range(len(session.files))): path = session.processed / f"noise_{i}.json" with path.open() as fd: ses_noise = json.load(fd) - + chan_noises = [] - for j, SD in enumerate(ses_noise["SDs"][0:-1]): #This will iterate over first 384 channels, and exclude the sync channel + for j, SD in enumerate( + ses_noise["SDs"][0:-1] + ): # This will iterate over first 384 channels, and exclude the sync channel x = coords["x"].iloc[j] y = coords["y"].iloc[j] noise_row = pd.DataFrame.from_records( - {"session":[session.name], "SDs":[SD], "x": x, "y": y} + {"session": [session.name], "SDs": [SD], "x": x, "y": y} ) chan_noises.append(noise_row) - #Take all datafrom channel noises for a session, then concatenate + # Take all datafrom channel noises for a session, then concatenate noise = pd.concat(chan_noises) - tot_noise.append(noise) #Take all channel noises and add to a master file - df2 = pd.concat(tot_noise) #Convert this master file, containing every sessions noise data into a dataframe - + tot_noise.append(noise) # Take all channel noises and add to a master file + df2 = pd.concat( + tot_noise + ) # Convert this master file, containing every sessions noise data into a dataframe + return df2 + df2 = noise_per_channeldepth(myexp) # Now that we have both noise and depth information for every channel, we may perform a means clustering @@ -116,11 +126,11 @@ def elbowplot(data, myexp): plt.title( f"Determining Optimal Number of Clusters for Analysis - Session {name}" ) - + utils.save(f"/home/s1735718/Figures/{myexp[s].name}_elbow_plot") plt.show() -#elbowplot(df2, myexp) +elbowplot(df2, myexp) # Must now define kmeans parameters based on elbow analysis! # Seems that 2 clusters is still optimal across datasets @@ -133,7 +143,7 @@ def elbowplot(data, myexp): random_state=42, # The random number seed for centroid generation, can really be anything for our purposes ) -# Plot the kmeans clustering by depth (y coord) with hue representing generated clusters. +# Plot the kmeans clustering by depth (y coord) with hue representing generated clusters. for s, session in enumerate(myexp): name = session.name @@ -144,14 +154,12 @@ def elbowplot(data, myexp): # Now plot the kmeans analysis # Remember we use our original data (df2) but use the df3 analysis to generate the labels - plt.scatter(ses["y"], ses["SDs"], c=y_means, cmap = "viridis" + plt.scatter(ses["y"], ses["SDs"], c=y_means, cmap="viridis") - ) - plt.xlabel("Probe Channel Y-Coordinate") plt.ylabel("Channel Noise (SD)") plt.title(f"{myexp[s].name} Channel Noise k-Mean Clustering Analysis") - #Save figures to folder - utils.save(f"/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/FullAnalysis/Figures/{myexp[s].name}_noise_clustering") + # Save figures to folder + utils.save(f"/home/s1735718/Figures/{myexp[s].name}_noise_clustering") plt.show() diff --git a/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py b/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py new file mode 100644 index 0000000..29bd075 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py @@ -0,0 +1,376 @@ +""" +This file contains the first section of my full analysis, it will aim to do the following: + +1. Construct a "map" of pM2, including neuron type distribution across depth. +2. Visualise neuronal type distribution by depth +3. Determine statistically if this distribution differs significantly from known distibutions. +4. If so, this will inform us if the Neuropixel probe can in fact accurately detect neuron types present across pM2. + +If this turns out to be the case, then further analyses will avoid breaking down data into neuronal subtypes. + +""" + +# First import required packages +from argparse import Action +from base import * +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import seaborn as sns +import scipy.stats as sc +import sys +from channeldepth import meta_spikeglx +import statsmodels.api as sm +from statsmodels.formula.api import ols +from reach import Cohort +from xml.etree.ElementInclude import include +from matplotlib.pyplot import legend, title, ylabel, ylim +import matplotlib.lines as mlines +from tqdm import tqdm + +from functions import ( + event_times, + unit_depths, + per_trial_binning, + event_times, + within_unit_GLM, + bin_data_average, + # unit_delta, #for now use a local copy +) + +#%% +# First select units based on spike width analysis +all_units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) + +pyramidals = get_pyramidals(myexp) +interneurons = get_interneurons(myexp) + + +# Then import the known neuronal type distributions from csv +known_units = pd.read_csv("cell_atlas_neuron_distribution_M2.csv", index_col=False) + +#%% +# Now align Trials +per_unit_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=all_units +) + +left_aligned = myexp.align_trials( + ActionLabels.correct_left, Events.led_off, "spike_rate", duration=2, units=all_units +) + +right_aligned = myexp.align_trials( + ActionLabels.correct_right, + Events.led_off, + "spike_rate", + duration=2, + units=all_units, +) + +pyramidal_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=pyramidals +) +interneuron_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=interneurons +) +#%% +# Now compare counts of neuropixel data to known data +counts = pd.DataFrame(columns=["Session", "Neurons", "Excitatory", "Inhibitory"]) +for s, session in enumerate(myexp): + + name = session.name + ses_pyr_count = len(pyramidals[s]) + ses_int_count = len(interneurons[s]) + total = ses_pyr_count + ses_int_count + neurons = pd.Series( + [name, total, ses_pyr_count, ses_int_count], index=counts.columns + ) + + counts.loc[s] = neurons # append as new row + +# Now calculate percentage proportions +counts["excitatory_percentage"] = (counts.Excitatory / counts.Neurons) * 100 +counts["inhibitory_percentage"] = (counts.Inhibitory / counts.Neurons) * 100 +median_counts = counts.median() + +known_counts = known_units[["Neurons", "Excitatory", "Inhibitory"]] +known_counts["excitatory_percentage"] = ( + known_counts.Excitatory / known_counts.Neurons +) * 100 +known_counts["inhibitory_percentage"] = ( + known_counts.Inhibitory / known_counts.Neurons +) * 100 +known_median = known_counts.median() + +# Now perform a chi-squared analysis to check across distributions +sc.chisquare( + median_counts[["excitatory_percentage", "inhibitory_percentage"]], + f_exp=known_median[["excitatory_percentage", "inhibitory_percentage"]], +) + +#%% +##Now that we have determined the optimal sessions to take from each mouse +# Create a dataframe of neuron type and depth + +# First bin data, then shift hierachy +bin_data = per_trial_binning(per_unit_aligned, myexp, timespan=2, bin_size=0.1) +bin_data.reorder_levels(["session", "unit", "trial"], axis=1) + +# Then perform an ANOVA +glm = within_unit_GLM(bin_data, myexp) + +#%% +# This cell is to serve as an interactive method of altering the deltas function +# The aim is to allow selection of the type of delta +# I.e., first, or largest +def unit_delta(glm, myexp, bin_data, sig_only, delta_type, percentage_change): + """ + Function takes the output of the multiple comparisons calculated by within_unit_GLM() and calculates the change in firing rate (or other IV measured by the GLM) between bins, per unit + This requires both experimental cohort data, and bin_data calculated by per_trial_binning() and passed through reorder levels (as "session", "unit", "trial") + Function returns a list of lists, in a hierarchy of [session[unit deltas]] + + Using this data, a depth plot may be created displaying the relative delta by unit location in pM2. + + glm: the result of the ANOVA and subsequent Tukey adjusted multiple comparisons performed by within_unit_GLM + NB: THIS IS A COMPUTATIONALLY EXPENSIVE FUNCTION, DO NOT RUN IT ON MORE THAN ONE SESSION AT A TIME + + myexp: the experimental cohort defined in base.py + + bin_data: the binned raw data computed by the per_trial_binning function + + delta_type: the type of delta change to return, i.e., "largest", "first", or "last" + + sig_only: whether to return only the greatest delta of significant bins or not + + percentage_change: whether to return deltas as a percentage change + + """ + ses_deltas = [] + print("beginning unit delta calculation") + for s, session in enumerate(myexp): + + unit_deltas = [] + sigunit_comps = [] + ses_comps = glm[s] + + if sig_only is True: + # Return only significant comparisons + ses_comps = ses_comps.loc[ses_comps["p-value"] < 0.05] + + # Determine list of units remaining in comparison + units = [] + for i in ses_comps["group1"]: + units.append(i[1]) + units = np.array(units) + units = np.unique(units) + + # Now iterate through comparisons, by unit, Saving the significant comparisons to allow later calculation of delta + + for i in tqdm(units): + unit_comps = ses_comps[ + ses_comps["group1"].apply(lambda x: True if i in x else False) + ] # Lambda function checks if the value is in the tuple for group one + unit_comps = unit_comps[ + unit_comps["group2"].apply(lambda x: True if i in x else False) + ] + unit_comps.reset_index(inplace=True) + + # Now determine which delta to obtain + try: + delta_type == "largest" or delta_type == "first" or delta_type == "last" + + if delta_type == "largest": + + # find row with largest difference + if unit_comps.empty: # skip if empty + continue + + row = unit_comps["Diff"].idxmax() + sigunit_comps.append(unit_comps[unit_comps.index == row]) + + if delta_type == "first": + + if unit_comps.empty: + continue + + row = unit_comps[ + unit_comps.index == unit_comps.index[0] + ] # get the first delta that occurs + sigunit_comps.append(row) # append this to the list + + if delta_type == "last": + + if unit_comps.empty: + continue + + row = unit_comps[unit_comps.index == unit_comps.index[-1]] + + except: + print("Invalid Delta_Type Specified") + break + + # Now that we know the units with significant comparisons, take these bins from raw firing rate averages + ses_avgs = bin_data_average(bin_data[s]) + + # Iterate through our significant comparisons, calculating the actual delta firing rate + for i in range(len(sigunit_comps)): + sig_comp = sigunit_comps[i] + + unit = [x[1] for x in sig_comp["group1"]] + ses_unit = ses_avgs.loc[ + ses_avgs.index.get_level_values("unit") == int(unit[0]) + ].mean() # get all rows where our units firing rate is present + + # Get the bins that the signficant comparison looked at + bin_val1 = [x[0] for x in sig_comp["group1"]][0] + bin_val2 = [x[0] for x in sig_comp["group2"]][0] + + # Return the percentage change from initial state rather than raw value + if percentage_change == True: + change = ses_unit[bin_val2] - ses_unit[bin_val1] + delta = (change / ses_unit[bin_val1]) * 100 + if ses_unit[bin_val1] == 0: + continue # Skip this value, if it changes from a value of zero, this is infinite + print(delta) + unit_deltas.append([int(unit[0]), delta]) + # Finally, get the delta value across these bins for the given unit + elif percentage_change == False: + delta = ses_unit[bin_val2] - ses_unit[bin_val1] + unit_deltas.append([int(unit[0]), delta]) + + ses_deltas.append(unit_deltas) + + return ses_deltas + + +largest_sig_deltas = unit_delta( + glm, myexp, bin_data, sig_only=True, delta_type="largest", percentage_change=False +) + +deltas = unit_delta( + glm, myexp, bin_data, sig_only=False, delta_type="largest", percentage_change=False +) +#%% +# Now concatenate this information into a single dataframe +# TODO: Add the ability to classify by depths to this function +depths = unit_depths(myexp) + + +def unit_info_concatenation( + sig_deltas, + all_deltas, + depths, + pyramidal_aligned, + interneuron_aligned, + myexp, +): + + """ + This function takes all previously calculated information surrounding unit activity, type, depth, etc. and concatenates it as a single dataframe + Requires all of these values are previously determined using predefined functions shown + + sig_deltas: Significant delta changes to firing rate (or SD) determined by within_unit_glm + + all_deltas: All delta changes, regardless of significance, determined by the same within_unit_glm function + + depths: Depths of all units across sessions, determined by unit_depths + + pyramidal_aligned: Only pyramidal units, aligned to the same event, determined by myexp.align_trials + + interneuron_aligned: Only interneuronal units, aligned to the same event + + myexp: The experimental cohort defined in base.py + + """ + unit_info = pd.DataFrame() + for s, session in enumerate(myexp): + name = session.name + ses_deltas = sig_deltas[s] + + ses_deltas = pd.DataFrame(ses_deltas, columns=["unit", "delta"]) + ses_depths = depths[name] + + # Determine depths of units + unit_depth = ses_depths[ses_deltas["unit"]].melt() + ses_deltas = pd.concat([ses_deltas, unit_depth["value"]], axis=1) + ses_deltas.rename(columns={"value": "depth"}, inplace=True) + + # Do the same for nonsignificant units + ses_nosig_deltas = all_deltas[s] + ses_nosig_deltas = pd.DataFrame(ses_nosig_deltas, columns=["unit", "delta"]) + + # Find depths of associated units + unit_nosig_depth = ses_depths[ses_nosig_deltas["unit"]].melt() + ses_nosig_deltas = pd.concat( + [ses_nosig_deltas, unit_nosig_depth["value"]], axis=1 + ) + ses_nosig_deltas.rename(columns={"value": "depth"}, inplace=True) + # Now remove any significant values + ses_nosig_deltas = ses_nosig_deltas[ + ~ses_nosig_deltas["unit"].isin(ses_deltas["unit"]) + ].dropna() + ses_nosig_deltas = ses_nosig_deltas.reset_index(drop=True) + + ##Then determine the type of neuron these units are (i.e., pyramidal or interneuron) + pyr_units = pyramidal_aligned[s].melt()["unit"].unique() + int_units = interneuron_aligned[s].melt()["unit"].unique() + dicts = {} + + unit_types = [] + for i, item in enumerate(ses_deltas["unit"]): + if item in pyr_units: + unit_types.append("pyramidal") + if item in int_units: + unit_types.append("interneuron") + else: + continue + + nosig_unit_types = [] + for i, item in enumerate(ses_nosig_deltas["unit"]): + if item in pyr_units: + nosig_unit_types.append("pyramidal") + if item in int_units: + nosig_unit_types.append("interneuron") + else: + continue + + # Append unit_types as a new column + # Will try and append this as a new column, to see where the extra value lies + unit_types = pd.DataFrame(unit_types) + ses_deltas = pd.concat([ses_deltas, unit_types], ignore_index=True, axis=1) + ses_deltas.rename( + columns={0: "unit", 1: "delta", 2: "depth", 3: "type"}, inplace=True + ) + ses_deltas["delta significance"] = "significant" + ses_deltas.insert(0, "session", "") + ses_deltas["session"] = name + + nosig_unit_types = pd.DataFrame(nosig_unit_types) + ses_nosig_deltas = pd.concat( + [ses_nosig_deltas, nosig_unit_types], ignore_index=True, axis=1 + ) + ses_nosig_deltas.rename( + columns={0: "unit", 1: "delta", 2: "depth", 3: "type"}, inplace=True + ) + ses_nosig_deltas["delta significance"] = "non-significant" + ses_nosig_deltas.insert(0, "session", "") + ses_nosig_deltas["session"] = name + # Concatenate sig and nonsig deltas as unit types + session_info = pd.concat( + [ses_deltas, ses_nosig_deltas], ignore_index=True, axis=0 + ) + unit_info = pd.concat([unit_info, session_info], axis=0, ignore_index=True) + + return unit_info + + +tmp = unit_info_concatenation( + largest_sig_deltas, + deltas, + depths, + pyramidal_aligned=pyramidal_aligned, + interneuron_aligned=interneuron_aligned, + myexp=myexp, +) + +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/training_summary.py b/projects/Aidan_Analysis/FullAnalysis/training_summary.py new file mode 100644 index 0000000..afb436a --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/training_summary.py @@ -0,0 +1,208 @@ +#!/usr/bin/env python3 +""" +Example script plotting metrics to illustrate how well a cohort of mice are training +across sessions. + +Usage: + training_summary.py /path/to/data_dir mouse1 mouse2 ... + +""" + +import sys +from pathlib import Path +from statistics import NormalDist + +import numpy as np +import matplotlib.pyplot as plt +import pandas as pd +import seaborn as sns +import typer +from matplotlib.ticker import MultipleLocator + +from reach import Cohort +from reach.session import Outcomes, Targets + + +def main( + data_dir: Path = typer.Argument(..., help="Folder containing task data."), + mouse_ids: list[str] = typer.Argument(..., help="The IDs of mice to summarise."), + no_collapse_days: bool = typer.Option( + False, "-n", help="Don't merge sessions with the same date" + ), +) -> None: + """ + Plot training summaries for a cohort of mice using matplotlib. + """ + cohort = Cohort.init_from_files( + data_dir=data_dir, + mouse_ids=mouse_ids, + ) + + sns.set_style("darkgrid") + results = pd.DataFrame(cohort.get_results(not no_collapse_days)) + trials = pd.DataFrame(cohort.get_trials(not no_collapse_days)) + + _, axes = plt.subplots(6, 1, sharex=True) + + # NaN-ify results for any sessions that didn't have any trials + results.loc[ + results["trials"] == 0, + ["correct_r", "correct_l", "incorrect_l", "incorrect_r", "d_prime", "trials"], + ] = np.nan + + # Number of trials + sns.lineplot( + data=results, + x="day", + y="trials", + hue="mouse_id", + legend="brief", + ax=axes[0], + markers=True, + ) + axes[0].set_ylabel("No.\ntrials", rotation="horizontal", ha="right") + axes[0].set_ylim(bottom=0) + + # Number of correct trials + sns.lineplot( + data=results, + x="day", + y="correct_l", + hue="mouse_id", + legend=False, + ax=axes[1], + markers=True, + ) + sns.lineplot( + data=results, + x="day", + y="correct_r", + hue="mouse_id", + legend=False, + ax=axes[1], + markers=True, + ) + axes[1].set_ylabel("No.\ncorrect", rotation="horizontal", ha="right") + + # Hit rate + results["Hit rate"] = (results["correct_l"] + results["correct_r"]) / results[ + "trials" + ] + sns.lineplot( + data=results, + x="day", + y="Hit rate", + hue="mouse_id", + legend=False, + ax=axes[2], + markers=True, + ) + axes[2].set_ylabel("Hit rate", rotation="horizontal", ha="right") + + # Number of incorrect trials + sns.lineplot( + data=results, + x="day", + y="incorrect_l", + hue="mouse_id", + legend=False, + ax=axes[3], + markers=True, + ) + sns.lineplot( + data=results, + x="day", + y="incorrect_r", + hue="mouse_id", + legend=False, + ax=axes[3], + markers=True, + ) + axes[3].set_ylabel("No.\nincorrect", rotation="horizontal", ha="right") + + # d' + if not no_collapse_days and results["d_prime"].isna().any(): + # We have to re-calcuate d' for days that had multiple (merged) sessions using + # the trial data. + def z(p): + return -NormalDist().inv_cdf(p) + + for _, data in results.loc[results["d_prime"].isna()].iterrows(): + day_trials = trials.loc[ + (trials.day == data.day) & (trials.mouse_id == data.mouse_id) + ] + # Trials preceded by an incorrect trial are considered to be correction trials, + # and are therefore ignored. Remove missed trials to help identify these. + day_trials = day_trials.loc[ + (day_trials.outcome == Outcomes.CORRECT) + | (day_trials.outcome == Outcomes.INCORRECT) + ] + + lefts = [] + rights = [] + prev = None + for _, trial in day_trials.iterrows(): + outcome = trial.outcome + if prev != Outcomes.INCORRECT: + if trial.spout == Targets.LEFT: + lefts.append(outcome) + else: + rights.append(outcome) + prev = outcome + + H = (lefts.count(Outcomes.CORRECT) + 0.5) / (len(lefts) + 1) + FA = (rights.count(Outcomes.INCORRECT) + 0.5) / (len(rights) + 1) + d_prime = z(FA) - z(H) + results.loc[ + (results.mouse_id == data.mouse_id) & (results.day == data.day), + "d_prime", + ] = d_prime + + assert not results["d_prime"].isna().any() + + axes[4].axhline(0, color="#aaaaaa", alpha=0.5, ls="--") + # 1.5 here is an arbitrary threshold of ability to discriminate + axes[4].axhline(1.5, color="#aaaaaa", alpha=0.5, ls=":") + sns.lineplot( + data=results, + x="day", + y="d_prime", + hue="mouse_id", + legend=False, + ax=axes[4], + markers=True, + ) + axes[4].set_ylabel("d'", rotation="horizontal", ha="right") + + # Spout position + axes[5].axhline(7, color="#aaaaaa", alpha=0.5, ls="--") + sns.lineplot( + data=trials, + x="day", + y="spout_position_0", + hue="mouse_id", + legend=False, + ax=axes[5], + markers=True, + ) + sns.lineplot( + data=trials, + x="day", + y="spout_position_1", + hue="mouse_id", + legend=False, + ax=axes[5], + markers=True, + linestyle="dashed", + ) + axes[5].set_ylim(bottom=0, top=8) + axes[5].set_ylabel("Spout\nposition\n(mm)", rotation="horizontal", ha="right") + + axes[5].xaxis.set_major_locator(MultipleLocator(2)) + + plt.suptitle("Training summary for: " + ", ".join(mouse_ids)) + plt.show() + + +if __name__ == "__main__": + typer.run(main) diff --git a/projects/Aidan_Analysis/FullAnalysis/unit_binning_analysis.py b/projects/Aidan_Analysis/FullAnalysis/unit_binning_analysis.py new file mode 100644 index 0000000..7c0362b --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/unit_binning_analysis.py @@ -0,0 +1,486 @@ +################################################################################################################# +# As described in my notes, this analysis shall perform the following: +# 1. Take data from entire trials across units (i.e., aligned to LED off) +# 2. Normalise each trials data as a percentage of the total time elapsed +# 3. Bin this data into 10% bins +# 4. Compare each bin to the previous, with the exception of the first bin, where no comparison shall take place +# 5. Create a histogram of the number of significant units across general trial space (i.e., as a normalised %) +################################################################################################################# + +##TODO: Split the two analyses in this file into seperate scripts, will make things easier to manage +##TODO: Rerun this code on only M2 and see if this changes findings. + +#%% +# First shall import required packages +import enum +from xml.etree.ElementInclude import include +from matplotlib.pyplot import title, ylabel, ylim +import numpy as np +import pandas as pd +import seaborn as sns + +import sys +from base import * +from CI_Analysis import significance_extraction +from CI_Analysis import percentile_plot +from functions import event_times, per_trial_spike_rate + +sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels/pixels") +from pixtools.utils import Subplots2D # use the local copy of base.py +from pixtools import utils +from pixtools import spike_rate +from pixels import ioutils + + +# Now select the units that shall be analysed + + +units = myexp.select_units(group="good", name="all_layers", max_depth=3500) + +# select all pyramidal neurons +# pyramidal_units = myexp.select_units( +# group="good", min_depth=200, max_depth=1200, name="pyramidals", min_spike_width=0.4 +# ) + +# interneuron_units = myexp.select_units( +# group="good", +# min_depth=200, +# max_depth=1200, +# name="interneurons", +# max_spike_width=0.35, +# ) + +# Then align trials to LED off (i.e, end of trial) with the time window determined by the max trial length +duration = 10 +trial_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=duration, units=units +) + +# pyramidal_aligned = myexp.align_trials( +# ActionLabels.correct, +# Events.led_off, +# "spike_rate", +# duration=10, +# units=pyramidal_units, +# ) + +# interneuron_aligned = myexp.align_trials( +# ActionLabels.correct, +# Events.led_off, +# "spike_rate", +# duration=10, +# units=interneuron_units, +# ) + +#%% +##Now shall bin the data within each trial into 100 ms bins +# Will create a function to do so: + + +def per_trial_binning(trial, myexp, timespan, bin_size): + """ + Function takes data aligned by trial (i.e., using myexp align_trials method), + bins them, then returns the dataframe with an added bin index + + The end result of this is an index structured as (time, 'lower bin, upper bin') + + trial: The data aligned to an event according to myexp.align_trials + + myexp: The experimental cohort defined in base.py + + timespan: the total time data was aligned to in myexp.align_trials (i.e., duration) in seconds + + bin size: the size of the bins in seconds + + """ + + # First reorder data hierarchy + reorder = trial.reorder_levels(["session", "trial", "unit"], axis=1) + + # Perform binning on whole dataset + # First calculate the number of bins to create based on total duration and bin length + bin_number = int(timespan / bin_size) + + values = reorder.columns.get_level_values( + "trial" + ).unique() # Get trials for session + + # Add a new level containing the bin data for the dataframe + bin_vals = pd.cut(reorder.index, bin_number, include_lowest=True, precision=1) + bin_vals = bin_vals.astype(str) # Convert the interval series to a list of strings + + # Remove brackets from bin_vals + bin_vals_str = [] + for t in bin_vals: + t = t.strip("()[]") + bin_vals_str.append(t) + + # This will be added as an index, before time. + full_data = reorder.assign( + bin=bin_vals_str + ) # Add bin values temporarily as a column + full_data.set_index( + "bin", append=True, inplace=True + ) # Convert this column to a new index, below time + return full_data + + +#%% +##Now shall create a function to take this bin information and conduct a boostrapping analysis +def bin_data_average(bin_data): + """ + This function takes the dataframe produced by per_trial_binning() including bins as a multiindex + and takes the average of each bin's activity within a given time period + This returns the average firing rate of each unit (i.e., per session and time) + + bin_data: the dataframe produced by per_trial_binning, with predefined bins + + NB: To return a transposed version of the data (i.e., with bin averages as rows rather than columns) + add ".T" to function call. + """ + + # First extract the values of each bin in bin_data + bins = bin_data.index.get_level_values( + "bin" + ) # a list of the bins created by the previous function + bin_names = ( + bins.unique() + ) # Take the unique values present, giving us the list of bin categories + + # Take averages for each bin, across all units and trials then concatenate into a dataframe, where each column is a bin + binned_avgs = pd.concat( + (bin_data.loc[bins == b].mean(axis=0) for b in bin_names), + axis=1, + keys=bin_names, + ) + binned_avgs = pd.DataFrame(binned_avgs) + + # Return the data + return binned_avgs + + +#%% +##Now shall create a function to take these averaged bin values and perform a bootstrapping analysis +def bin_data_bootstrap( + bin_data, CI=95, ss=20, bootstrap=10000, name=None, cache_overwrite=False +): + """ + This function takes the data, with bin averages calculated by bin_data_average and calculates boostrapped confidence intervals + To do so, it takes a random sample many times over and uses this data to calculate percentiles + + bin_data: the dataframe produced by bin_data_average, with bin times represented as columns + + CI: the confidence interval to calculate (default is 95%) + + ss: the sample size to randomly select from the averages (default is 20) + + bootstrap: the number of times a random sample will be taken to create a population dataset (default is 10,000) + + name: the name to save the output under in cache, speeds the process if this has been run before + + cache_overwrite: whether to overwrite the saved cache with new data, (default is False) + """ + + ##Stages of this analysis are as follows: + # 1. Take individual bin + # 2. Calculate confidence interval via bootstapping + # 3. Store all bin CIs + + # Check if the function has been run before, and saved to a chache + # NB: This function caches under the name of the first session in the list! + if name is not None: + # Read in data from previous run + output = myexp.sessions[0].interim / "cache" / (name + ".h5") + if output.exists() and cache_overwrite is not True: + df = ioutils.read_hdf5(myexp.sessions[0].interim / "cache" / (name + ".h5")) + return df + + # First define confidence intervals + lower = (100 - CI) / 2 # Lower confidence interval bound (default 2.5%) + upper = 100 - lower # Upper bound (default 97.5%) + percentiles = [lower, 50, upper] # The defined percentiles to analyse + cis = [] # empty list to store calculated intervals + + bin_values = bin_data.columns + keys = [] + + # Loop through each of the bin averages and calculate their confidence interval + for s, session in enumerate(myexp): + names = session.name + ses_bins = bin_data[bin_data.index.get_level_values("session") == s] + trials = ses_bins.index.get_level_values( + "trial" + ).unique() # get the trials for a given session + + for t in trials: + trial_bins = ses_bins[ses_bins.index.get_level_values("trial") == t] + + # Take every bin within a trial + for b in bin_values: + bin_avg = trial_bins[b] + samples = np.array( + [ + [np.random.choice(bin_avg.values, size=ss)] + for j in range(bootstrap) + ] + ) + + # Use these samples to calculate the percentiles for each bin + medians = np.median(samples, axis=2) # Median of the samples taken + results = np.percentile( + medians, percentiles, axis=0 + ) # The percentiles, relative to the median + cis.append(pd.DataFrame(results)) + keys.append( + (s, t, b) + ) # Set the keys for the dataframe to be bin, session, trial + + # Now save these calculated confidence intervals to a dataframe + df = pd.concat(cis, axis=1, names=["session", "trial", "bin"], keys=keys) + df.set_index( + pd.Index(percentiles, name="percentile"), inplace=True + ) # Set the name of the index to percentiles + df.columns = df.columns.droplevel( + level=3 + ) # remove the redundant units row, as they have been averaged out + + # Finally, save this df to cache to speed up future runs + if name is not None: + ioutils.write_hdf5(myexp.sessions[0].interim / "cache" / (name + ".h5"), df) + return df + + return df + + +#%% +##Finally, will create a function to take these percentiles and compare them. +# Specifically, per trial, each bin will be compared to the one previous +# If 2.5% and previous 97.5% overlap then there is a significant change +def bs_pertrial_bincomp(bs_data, myexp): + """ + This function imports percentile data produced from bootstrapping, and compares across bins to determine if a significant change from previous states occurs + This process is repeated across trials to allow plotting of significance. + Returns a dataframe with bins classified as either increasing, decreasing or displaying little change from previous timepoint. + + bs_data: the percentile information produced by bin_data_bootstrap() + + myexp: the experimental cohort defined in base.py + """ + + total_bin_response = {} + # First import the data and split it by session, and trial. + for s, session in enumerate(myexp): + name = session.name + ses_data = bs_data[0] + ses_bin_response = {} + for t, cols in enumerate(ses_data): + trial_data = ses_data[ + cols[0] + ] # All bins, and associated percentiles for a given trial + + # Now that we have all the bins for a given trial, + # t count value in enumerate loop will allow comparison to previous iteration + bins = trial_data.columns + + # compare each column's 2.5% (lower) to previous column's 97.5% + # to check for sig. increase in activity + previous_bin = [] + trial_bin_response = {} # store as a dictionary + for b, bins in enumerate(trial_data): + + # First store the initial bin to previous_bin + if len(previous_bin) == 0: + previous_bin.append(trial_data[bins]) + continue + + # Once this has been done, will compare across bins + current_bin = trial_data[bins] + + # First check if there is a sig. increase - i.e., if current 2.5 and previous 97.5 do not overlap + if current_bin[2.5] >= previous_bin[0][97.5]: + trial_bin_response.update({bins: "increased"}) + + # Now check if there is a sig. decrease + elif current_bin[97.5] <= previous_bin[0][2.5]: + trial_bin_response.update({bins: "decreased"}) + + # And finally if there is no change at all + else: + trial_bin_response.update({bins: "nochange"}) + + # The replace previous bin with current bin + previous_bin = [] + previous_bin.append(current_bin) + + # Now append data for each trial to a larget list + ses_bin_response.update( + {cols[0]: trial_bin_response} + ) # contains every trial for a given session + total_bin_response.update({name: ses_bin_response}) + + # Convert nested dictionary to dataframe + df = pd.DataFrame.from_dict( + { + (i, j): total_bin_response[i][j] + for i in total_bin_response.keys() + for j in total_bin_response[i].keys() + }, + orient="index", + ) + df.index.rename(["session", "trial"], inplace=True) + df.columns.names = ["bin"] + return df + + +#%% +##Run these functions to perform the binning and boostrapping of data## +# Uncomment to run +# bin_data = per_trial_binning(trial_aligned, myexp, timespan=10, bin_size=0.1) +# bin_avgs = bin_data_average(bin_data) +# bootstrap = bin_data_bootstrap( +# bin_avgs, CI=95, ss=20, bootstrap=10000, name="fullbootstrap", cache_overwrite=False +# ) +# bin_comp = bs_pertrial_bincomp(bootstrap, myexp) + +# %% + +#%% +# #### Now may plot changing spikerates for each trial including the point at which LED turned on (i.e., the point where trial began) +# # First determine the times LED turned on for each trial +ledon = event_times("led_on", myexp) +ledon = pd.DataFrame(ledon) + +# Then when LED turned off +ledoff = event_times("led_off", myexp) +ledoff = pd.DataFrame(ledoff) + +# Then determine the time relative to LED off (alignment point) where led turned on for each trial +start = ledon - ledoff +start = {ses.name: start.loc[s] for s, ses in enumerate(myexp)} +start = pd.concat(start, axis=1) +start = start / 1000 # Convert from ms to s +start.index.name = "trial" # Rename the index to trial number (ascending order) + +# Now check what the max length of the trial is +vals = start.values.copy() +vals = vals.astype(int) # Convert nan values to integer (a very large negative value) +vals[vals < -90000000] = 0 # Convert all large negative values to zero +print(np.abs(vals).max()) # Check the max value with nan removed + + +## Plot a single graph for every session +def bs_graph(aligned_data, binned_data, bin_comparisons, myexp): + """ + Function plots the binned data graph including period of LED onset for each trial within a given session. + + aligned_data: the dataset produced by align_trials + + binned_data: the dataset produced by per_trial_binning + + bin_comparisons: the dataset containing comparisons between bins, produced by bs_pertrial_bincomp + + myexp: the experimental cohort defined in base.py + + """ + for s, session in enumerate(myexp): + name = session.name + + ses_data = binned_data[s] + ses_values = ses_data.columns.get_level_values( + "trial" + ).unique() # Get all trial values for the session + ses_start_times = start[ + name + ] # LED on time for the session, will leave trial numbers in ses_values unsorted to ensure they align + + ses_bin_comps = bin_comparisons[ + bin_comparisons.index.get_level_values("session") == name + ] + + num_trials = len( + ses_data[ses_values[0]].columns + ) # How many trials shall be plotted + subplots = Subplots2D( + ses_values, sharex=True, sharey=True + ) # determines the number of subplots to create (as many as there are trials in the session) + + for i, value in enumerate(ses_values): + data = ses_data[value].stack().reset_index() + data["y"] = data[0] # Add a new column containing y axis values + ax = subplots.axes_flat[i] # Plot this on one graph + + # bin responses for the trial to be plotted + trial_bins = ses_bin_comps[ + ses_bin_comps.index.get_level_values("trial") == i + ] + + # Now create the actual lineplot + p = sns.lineplot(x="time", y="y", data=data, ax=ax, ci="sd") + + # Now for each of these plots, add the LED on-off time as a shaded area + p.axvspan(ses_start_times[i], 0, color="green", alpha=0.3) + + ##Now, within each trial, add shaded areas representing the binned timescales + for i, cols in enumerate(ses_bin_comps.columns): + shaded_bin = data["time"].loc[data["bin"] == ses_bin_comps.columns[i]] + bin_significance = trial_bins[cols] + + # Then plot an indicator of significance to these bins + if bin_significance.values == "nochange": + p.axvspan( + shaded_bin.values[0], + shaded_bin.values[-1], + color="gray", + alpha=0, + hatch=r"//", + ) # Change this alpha value to above zero to plot nonsignificant bins. + + if ( + bin_significance.values == "increased" + or bin_significance.values == "decreased" + ): + p.axvspan( + shaded_bin.values[0], + shaded_bin.values[-1], + color="red", + alpha=0.1, + hatch=r"/o", + ) + + # Now remove axis labels + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + + # Then set the x limit to be one second post trial completion + p.set(xlim=(-5, 1)) + + # Now plot the legend for each of these figures + legend = subplots.legend + + legend.text(0.3, 0.5, "Trial", transform=legend.transAxes) + legend.text( + -0.2, 0, "Firing Rate (Hz)", transform=legend.transAxes, rotation=90 + ) # y axis label + legend.text( + 0, -0.3, "Time Relative to LED Off (s)", transform=legend.transAxes + ) # x axis label + + legend.set_visible(True) + legend.get_xaxis().set_visible(False) + legend.get_yaxis().set_visible(False) + legend.set_facecolor("white") + legend.set_box_aspect(1) + + # Display the plot + plt.gcf().set_size_inches(20, 20) + + # Uncomment to save figures as pdf. + utils.save( + f"/home/s1735718/Figures/{myexp[s].name}_spikerate_LED_Range_PerTrial", + nosize=True, + ) + + +# Uncomment below to plot this +# bs_graph(trial_aligned, bin_data, bin_comp, myexp) diff --git a/projects/Aidan_Analysis/PracticeAnalysis/base.py b/projects/Aidan_Analysis/PracticeAnalysis/base.py deleted file mode 100644 index a0a4569..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/base.py +++ /dev/null @@ -1,70 +0,0 @@ -""" -This is a tutorial on how to use the various parts of the pixels pipeline. -""" - -from pathlib import Path - -import sys -import numpy as np -import matplotlib.pyplot as plt -import seaborn as sns - -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis")#Adds the location of the pixtools folder to the path -from pixels import Experiment -from pixels.behaviours.reach import Reach, ActionLabels, Events -from pixtools import utils - - -# Step 1: Load an experiment -# -# An experiment handles a group of mice that were trained in the same behaviour. It -# stores data and metadata for all included sessions belonging to the list of mice -# provided. The Experiment class is passed the mouse or list of mice, the class -# definition for the behaviour they were trained in (imported from pixels.behaviours), -# and the paths where it can find recording data (the folder containing 'raw', 'interim' -# and 'processed' folders) and training metadata. - -#Will import master data from visuomotor control/neuropixels -#This should already be processed so no need for processing.py -myexp = Experiment( - 'VR46', # This can be a list - Reach, - '~/duguidlab/visuomotor_control/neuropixels', #Where is the main data saved - '~/duguidlab/CuedBehaviourAnalysis/Data/TrainingJSON', #Where is the metadata for the recording saved -) - - -# Step 2: Process raw data -# -# These methods each process a different type of raw data and save the output into the -# 'processed' folder. The outputs are all resampled to 1kHz, and are saved as: -# -# - action labels (.npy) -# - behavioural data (.h5) -# - LFP data (.h5) -# - spike data (.h5) -# - sorted spikes (TODO) -# - -## This aligns, crops and downsamples behavioural data. -#myexp.process_behaviour() -# -## This aligns, crops and downsamples LFP data. -#myexp.process_lfp() -# -## This aligns, crops, and downsamples spike data. -#myexp.process_spikes() -# -## This runs the spike sorting algorithm and outputs the results in a form usable by phy. -#myexp.sort_spikes() -# -## This extracts posture coordinates from TDMS videos using DeepLabCut -#config = '/path/to/this/behaviours/deeplabcut/config.yaml' -#myexp.process_motion_tracking(config) -## If you also want to output labelled videos, pass this keyword arg: -#myexp.process_motion_tracking(config, create_labelled_video=True): -## This method will convert the videos from TDMS to AVI before running them through DLC. -## If you just want the AVI videos without the DLC, you can do so directly: -#myexp.extract_videos() - - From f543b037bb599203b98a3bfd36a9df57a4503f0a Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 20 May 2022 10:39:10 +0100 Subject: [PATCH 11/18] Deleted Superfluous Files --- .../.spyproject/codestyle.ini | 6 - .../PracticeAnalysis/.spyproject/encoding.ini | 6 - .../PracticeAnalysis/.spyproject/vcs.ini | 7 - .../.spyproject/workspace.ini | 10 -- .../PracticeAnalysis/.vscode/launch.json | 15 -- .../PracticeAnalysis/.vscode/settings.json | 3 - .../Aidan_Analysis/PracticeAnalysis/plots.py | 58 ------ .../PracticeAnalysis/plotspikerates.py | 61 ------- .../PracticeAnalysis/processing.py | 30 ---- .../PracticeAnalysis/rasterplot.py | 165 ------------------ .../PracticeAnalysis/rasters.py | 157 ----------------- .../PracticeAnalysis/spike_rate_plots.py | 45 ----- 12 files changed, 563 deletions(-) delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/plots.py delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/processing.py delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/rasters.py delete mode 100644 projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini deleted file mode 100644 index b827aa5..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/codestyle.ini +++ /dev/null @@ -1,6 +0,0 @@ -[codestyle] -indentation = True - -[main] -version = 0.1.0 - diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini deleted file mode 100644 index d1c1d17..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/encoding.ini +++ /dev/null @@ -1,6 +0,0 @@ -[encoding] -text_encoding = utf-8 - -[main] -version = 0.1.0 - diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini deleted file mode 100644 index 30bb7fa..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/vcs.ini +++ /dev/null @@ -1,7 +0,0 @@ -[vcs] -use_version_control = False -version_control_system = - -[main] -version = 0.1.0 - diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini b/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini deleted file mode 100644 index 8617edc..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/.spyproject/workspace.ini +++ /dev/null @@ -1,10 +0,0 @@ -[workspace] -restore_data_on_startup = True -save_data_on_exit = True -save_history = True -save_non_project_files = False - -[main] -version = 0.1.0 -recent_files = ['/home/s1735718/.config/spyder-py3/temp.py', '/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/PracticeAnalysis/processing.py', '/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py', '/home/s1735718/PixelsAnalysis/pixels-analysis/projects/Aidan_Analysis/PracticeAnalysis/base.py'] - diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json b/projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json deleted file mode 100644 index 17e15f2..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/.vscode/launch.json +++ /dev/null @@ -1,15 +0,0 @@ -{ - // Use IntelliSense to learn about possible attributes. - // Hover to view descriptions of existing attributes. - // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 - "version": "0.2.0", - "configurations": [ - { - "name": "Python: Current File", - "type": "python", - "request": "launch", - "program": "${file}", - "console": "integratedTerminal" - } - ] -} \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json b/projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json deleted file mode 100644 index 23cdebe..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/.vscode/settings.json +++ /dev/null @@ -1,3 +0,0 @@ -{ - "python.defaultInterpreterPath": "/opt/anaconda3/envs/pixelz/bin/python" -} \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/plots.py b/projects/Aidan_Analysis/PracticeAnalysis/plots.py deleted file mode 100644 index 80cbe72..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/plots.py +++ /dev/null @@ -1,58 +0,0 @@ -#Import all required packages -from base import * -from rasterplot import * - -#myexp.set_cache("overwrite") #Overwrite the cache to give a clean slate to work with - -#Now set up our data for plotting, first by specifying which units shall be included in the plots - here all good ones from VR46! -units = myexp.select_units( - group="good", # Gives quality of units, here good only - max_depth=1500, # Give us units above a depth of 1500um - name="cortex", # The name to cache the info under -) - -#Now from this unit selection, give us all data where the mouse correctly reached for the probe when the led turned on -# data = myexp.align_trials( -# ActionLabels.correct, # This selects which trials we want -# Events.led_on, # This selects what event we want them aligned to -# "spike_times", # And this selects what kind of data we want, need the time the spikes occured to plot a raster graph -# duration=4, # Gives us two seconds on either side of the event -# units=units, -# ) - -assert units[0] - -#Now our data is prepared we can plot raster by trial, ensure you index into data beforehand!! -#Using the subplots class, we can overlay different data in the same graph (in diff. colours) -#Start is the initial offset - -#per_trial_raster(data[0], sample=None, start=0, subplots=None, label=True) - -#Can also plot raster data by Unit, where each plot is a unit -#per_unit_raster(data[0], sample=None, start=0, subplots=None, label=True) - -###Now say we wanted to split data by left and right reaches and plot both of these on one graph -#This can be done with the subplots function, and by changing what units are selected under action labels. - -#First select all data that is correct from the right, and left sides - -dataR = myexp.align_trials( - ActionLabels.correct_right, # This selects which trials we want - Events.led_on, # This selects what event we want them aligned to - "spike_times", # And this selects what kind of data we want, need the time the spikes occured to plot a raster graph - duration=4, # Gives us two seconds on either side of the event - units=units, -) - -dataL = myexp.align_trials( - ActionLabels.correct_left, # This selects which trials we want - Events.led_on, # This selects what event we want them aligned to - "spike_times", # And this selects what kind of data we want, need the time the spikes occured to plot a raster graph - duration=4, # Gives us two seconds on either side of the event - units=units, -) - -#Now set the data we wish to subplot as a variable, then use this as the argument for the Subplot function -subplot = per_unit_raster(dataL[0], sample=None, start=0, subplots=None, label=True) -per_unit_raster(dataR[0], sample=None, start=0, subplots=subplot, label=True) -plt.show() #Display the plot rather than saving it. \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py b/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py deleted file mode 100644 index 4ada2e9..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/plotspikerates.py +++ /dev/null @@ -1,61 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding: utf-8 -*- -""" -Created on Thu Feb 10 12:12:43 2022 - -@author: s1735718 -""" -# Import experimental instance -from base import * - -myexp.set_cache("overwrite") - -# This selects the specific neuronal units will be included in the plots -units = myexp.select_units( - group="good", # Gives quality of units, here good only - max_depth=1500, # Give us units above a depth of 1500um - name="cortex", # The name to cache the info under - uncurated = True #If dealing with pre-phy data be sure to specify "uncurated = TRUE" in the select_units function -) - -assert units[0] #Are there any units in this list? If not then this will raise an error! - - -# Plotting all behavioural data channels for session 1, trial 3 -hits = myexp.align_trials( - ActionLabels.correct, # This selects which trials we want - Events.led_on, # This selects what event we want them aligned to - "spike_rate", # And this selects what kind of data we want - duration=4, # Gives us two seconds on either side of the event - units=units, -) - -#First plot 6 empty figures -plt.figure() -fig, axes = plt.subplots(6, 1, sharex=True) -channels = hits.columns.get_level_values("unit").unique() #Give all the unique values in the "unit" column of hits, where hits gives us every trial with a successful reach -trials = hits.columns.get_level_values("trial").unique() #Give all the unique values in the "trial" column of hits, i.e. the trial n0 where the mouse successfully reached -trial = trials[1] #Set trial to be the nth item in the list of trials, whatever number this may take! -session = 0 #The first recording session will be analysed - -# #Now iterate over the data, channel by channel and give all data concerning times hits occurred -# for i in range(6): -# chan_name = channels[i] -# sns.lineplot( -# data=hits[session][chan_name][trial], estimator=None, style=None, ax=axes[i] -# ) - -# plt.show() #Plot this information - - -# # Plotting spike data from session 1, trial 8, units 151 to 161 -# hits = myexp.align_trials(ActionLabels.correct, Events.led_on, "spikes") - -plt.figure() -fig, axes = plt.subplots(10, 1, sharex=True) -trial = trials[7] -session = 0 - -for i in range(10): - sns.lineplot(data=hits[151 + i][trial], estimator=None, style=None, ax=axes[i]) -plt.show() diff --git a/projects/Aidan_Analysis/PracticeAnalysis/processing.py b/projects/Aidan_Analysis/PracticeAnalysis/processing.py deleted file mode 100644 index fb42ede..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/processing.py +++ /dev/null @@ -1,30 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding: utf-8 -*- -""" -Created on Thu Feb 10 12:10:30 2022 - -@author: Aidan (s1735718) -""" -#Import experimental instance -from base import * - -# This aligns, crops and downsamples behavioural data. -#myexp.process_behaviour() - -## This aligns, crops and downsamples LFP data. -#myexp.process_lfp() -# -## This aligns, crops, and downsamples spike data. -#myexp.process_spikes() -# -## This runs the spike sorting algorithm and outputs the results in a form usable by phy. -myexp.sort_spikes() - -## This extracts posture coordinates from TDMS videos using DeepLabCut -#config = '/path/to/this/behaviours/deeplabcut/config.yaml' -#myexp.process_motion_tracking(config) -## If you also want to output labelled videos, pass this keyword arg: -#myexp.process_motion_tracking(config, create_labelled_video=True): -## This method will convert the videos from TDMS to AVI before running them through DLC. -## If you just want the AVI videos without the DLC, you can do so directly: -#myexp.extract_videos() \ No newline at end of file diff --git a/projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py b/projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py deleted file mode 100644 index 6b56422..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/rasterplot.py +++ /dev/null @@ -1,165 +0,0 @@ -#First import required packages from base. - - -from base import * #Import our experiment and metadata needed -import sys -import seaborn as sns -import matplotlib.pyplot as plt -import numpy as np -import random -from math import ceil - -#Add the location of pixtools to the path -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path -from pixtools.utils import Subplots2D #Allows us to use the custom class designed to give the figs/axes from a set of subplots that will fit the data. This generates as many subplots as required in a square a shape as possible - -#Now import our sorted data functions - - -#Defines a function that will return plots of EITHER units per trial or trials per unit (i.e., inverted datasets) -#To do so, specify "trial" or "unit" as the per value -def _raster(per, data, sample, start, subplots, label): - per_values = data.columns.get_level_values(per).unique() - per_values.values.sort() - - if per == "trial": - data = data.reorder_levels(["trial", "unit"], axis=1) - other = "unit" - else: - other = "trial" - - # units if plotting per trial, trials if plotting per unit - samp_values = list(data.columns.get_level_values(other).unique().values) - if sample and sample < len(samp_values): - sample = random.sample(samp_values, sample) - else: - sample = samp_values - - if subplots is None: - subplots = Subplots2D(per_values) - - palette = sns.color_palette("pastel") #Set the colours for the graphs produced - - for i, value in enumerate(per_values): - val_data = data[value][sample] #Requires I index into the data when assembling plots (see plots.py) - val_data.columns = np.arange(len(sample)) + start - val_data = val_data.stack().reset_index(level=1) - - p = sns.scatterplot( - data=val_data, - x=0, - y='level_1', - ax=subplots.axes_flat[i], - s=0.5, - legend=None, - ) - p.set_yticks([]) - p.set_xticks([]) - p.autoscale(enable=True, tight=True) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - p.text( - 0.95, 0.95, - value, - horizontalalignment='right', - verticalalignment='top', - transform=subplots.axes_flat[i].transAxes, - color='0.3', - ) - p.axvline(c=palette[2], ls='--', linewidth=0.5) - - if not subplots.axes_flat[i].yaxis_inverted(): - subplots.axes_flat[i].invert_yaxis() - - if label: #Chane our axis labels, here to trial number and time from the reach (which the data is aligned to!) - to_label = subplots.to_label - to_label.get_yaxis().get_label().set_visible(True) - to_label.set_ylabel('Trial Number') - to_label.get_xaxis().get_label().set_visible(True) - to_label.set_xlabel('Time from reach (s)') - - # plot legend subplot - legend = subplots.legend - legend.text( - 0, 0.9, - 'Trial number' if per == 'trial' else 'Unit ID', - transform=legend.transAxes, - color='0.3', - ) - legend.set_visible(True) - legend.get_xaxis().set_visible(False) - legend.get_yaxis().set_visible(False) - legend.set_facecolor('white') - - return subplots - -#Using this function we may now plot the graphs we desire! -#First let us define a function to plot spikes per unit - -def per_unit_raster(data, sample=None, start=0, subplots=None, label=True): - """ - Plots a spike raster for every unit in the given data with trials as rows. - - data is a multi-dimensional dataframe as returned from - Experiment.align_trials(, , 'spike_times') indexed into to get the - session and recording. - """ - return _raster("unit", data, sample, start, subplots, label) - -#And per trial -def per_trial_raster(data, sample=None, start=0, subplots=None, label=True): - """ - Plots a spike raster for every trial in the given data with units as rows. - - data is a multi-dimensional dataframe as returned from - Experiment.align_trials(, , 'spike_times') indexed into to get the - session and recording. - """ - return _raster("trial", data, sample, start, subplots, label) - -#Now finally define a function that allows plotting a single unit as a raster -def single_unit_raster(data, ax=None, sample=None, start=0, unit_id=None): - # units if plotting per trial, trials if plotting per unit - samp_values = list(data.columns.get_level_values('trial').unique().values) - if sample and sample < len(samp_values): - sample = random.sample(samp_values, sample) - else: - sample = samp_values - - val_data = data[sample] - val_data.columns = np.arange(len(sample)) + start - val_data = val_data.stack().reset_index(level=1) - - if not ax: - ax = plt.gca() - - p = sns.scatterplot( - data=val_data, - x=0, - y='level_1', - ax=ax, - s=1.5, - legend=None, - edgecolor=None, - ) - p.set_yticks([]) - p.set_xticks([]) - p.autoscale(enable=True, tight=True) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - - palette = sns.color_palette() - p.axvline(c='black', ls='--', linewidth=0.5) - - if not ax.yaxis_inverted(): - ax.invert_yaxis() - - if unit_id is not None: - p.text( - 0.95, 0.95, - unit_id, - horizontalalignment='right', - verticalalignment='top', - transform=ax.transAxes, - color='0.3', - ) diff --git a/projects/Aidan_Analysis/PracticeAnalysis/rasters.py b/projects/Aidan_Analysis/PracticeAnalysis/rasters.py deleted file mode 100644 index 7038b4c..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/rasters.py +++ /dev/null @@ -1,157 +0,0 @@ -""" -Plot a raster of spike times around a specified event. -""" - - -import seaborn as sns -import matplotlib.pyplot as plt -import numpy as np -import random -from math import ceil - -from pixtools.utils import Subplots2D - - -def _raster(per, data, sample, start, subplots, label): - per_values = data.columns.get_level_values(per).unique() - per_values.values.sort() - - if per == "trial": - data = data.reorder_levels(["trial", "unit"], axis=1) - other = "unit" - else: - other = "trial" - - # units if plotting per trial, trials if plotting per unit - samp_values = list(data.columns.get_level_values(other).unique().values) - if sample and sample < len(samp_values): - sample = random.sample(samp_values, sample) - else: - sample = samp_values - - if subplots is None: - subplots = Subplots2D(per_values) - - palette = sns.color_palette() - - for i, value in enumerate(per_values): - val_data = data[value][sample] - val_data.columns = np.arange(len(sample)) + start - val_data = val_data.stack().reset_index(level=1) - - p = sns.scatterplot( - data=val_data, - x=0, - y='level_1', - ax=subplots.axes_flat[i], - s=0.5, - legend=None, - ) - p.set_yticks([]) - p.set_xticks([]) - p.autoscale(enable=True, tight=True) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - p.text( - 0.95, 0.95, - value, - horizontalalignment='right', - verticalalignment='top', - transform=subplots.axes_flat[i].transAxes, - color='0.3', - ) - p.axvline(c=palette[2], ls='--', linewidth=0.5) - - if not subplots.axes_flat[i].yaxis_inverted(): - subplots.axes_flat[i].invert_yaxis() - - if label: - to_label = subplots.to_label - to_label.get_yaxis().get_label().set_visible(True) - to_label.set_ylabel('Trial') - to_label.get_xaxis().get_label().set_visible(True) - to_label.set_xlabel('Time from reach (s)') - - # plot legend subplot - legend = subplots.legend - legend.text( - 0, 0.9, - 'Trial number' if per == 'trial' else 'Unit ID', - transform=legend.transAxes, - color='0.3', - ) - legend.set_visible(True) - legend.get_xaxis().set_visible(False) - legend.get_yaxis().set_visible(False) - legend.set_facecolor('white') - - return subplots - - -def per_unit_raster(data, sample=None, start=0, subplots=None, label=True): - """ - Plots a spike raster for every unit in the given data with trials as rows. - - data is a multi-dimensional dataframe as returned from - Experiment.align_trials(, , 'spike_times') indexed into to get the - session and recording. - """ - return _raster("unit", data, sample, start, subplots, label) - - -def per_trial_raster(data, sample=None, start=0, subplots=None, label=True): - """ - Plots a spike raster for every trial in the given data with units as rows. - - data is a multi-dimensional dataframe as returned from - Experiment.align_trials(, , 'spike_times') indexed into to get the - session and recording. - """ - return _raster("trial", data, sample, start, subplots, label) - - -def single_unit_raster(data, ax=None, sample=None, start=0, unit_id=None): - # units if plotting per trial, trials if plotting per unit - samp_values = list(data.columns.get_level_values('trial').unique().values) - if sample and sample < len(samp_values): - sample = random.sample(samp_values, sample) - else: - sample = samp_values - - val_data = data[sample] - val_data.columns = np.arange(len(sample)) + start - val_data = val_data.stack().reset_index(level=1) - - if not ax: - ax = plt.gca() - - p = sns.scatterplot( - data=val_data, - x=0, - y='level_1', - ax=ax, - s=1.5, - legend=None, - edgecolor=None, - ) - p.set_yticks([]) - p.set_xticks([]) - p.autoscale(enable=True, tight=True) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - - palette = sns.color_palette() - p.axvline(c='black', ls='--', linewidth=0.5) - - if not ax.yaxis_inverted(): - ax.invert_yaxis() - - if unit_id is not None: - p.text( - 0.95, 0.95, - unit_id, - horizontalalignment='right', - verticalalignment='top', - transform=ax.transAxes, - color='0.3', - ) diff --git a/projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py b/projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py deleted file mode 100644 index 3f6e02c..0000000 --- a/projects/Aidan_Analysis/PracticeAnalysis/spike_rate_plots.py +++ /dev/null @@ -1,45 +0,0 @@ -import sys -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path - -from pixtools import spike_rate - -from base import * - -sns.set(font_scale=0.4) -duration = 4 - -myexp.set_cache("overwrite") - -# This selects the specific neuronal units will be included in the plots -units = myexp.select_units( - group="good", # Gives quality of units, here good only - max_depth=1500, # Give us units above a depth of 1500um - name="cortex", # The name to cache the info under -#If dealing with pre-phy data be sure to specify "uncurated = TRUE" in the select_units function -) - -correct = myexp.align_trials( - ActionLabels.correct, - Events.led_off, - "spike_rate", - duration=duration, - units=units, -) - -ci = "sd" -#ci = 95 - -for s, session in enumerate(myexp): - name = session.name - - # per unit - spike_rate.per_unit_spike_rate(correct[s], ci=ci) - plt.suptitle( - f"Session {name} - per-unit across-trials firing rate (aligned to grasp)" - ) - utils.save(fig_dir / f"unit_spike_rate_correct_{duration}s_{name}_{ci}") - - ## per trial - # spike_rate.per_trial_spike_rate(correct[s], ci=ci) - # plt.suptitle(f'Session {name} - per-trial across-units firing rate (aligned to grasp)') - # utils.save(fig_dir / f'trial_spike_rate_correct_{duration}s_{name}_sd') From 8aaa5ecde207dc79b6e89d89733232c0a00b9bf2 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 20 May 2022 12:38:51 +0100 Subject: [PATCH 12/18] Deleted Duplicate File --- .../noise_analysis_sd_kmeans_clustering.py | 109 ------------------ 1 file changed, 109 deletions(-) delete mode 100644 pixtools/clusters/noise_analysis_sd_kmeans_clustering.py diff --git a/pixtools/clusters/noise_analysis_sd_kmeans_clustering.py b/pixtools/clusters/noise_analysis_sd_kmeans_clustering.py deleted file mode 100644 index 0742be7..0000000 --- a/pixtools/clusters/noise_analysis_sd_kmeans_clustering.py +++ /dev/null @@ -1,109 +0,0 @@ -# Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis -# If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise - -# First import required packages -import sys -import json - -from turtle import fd -from channeldepth import * -from channeldepth import * -from sklearn.cluster import KMeans - -from pixels import Experiment -from pixels.behaviours.leverpush import LeverPush -from pixels.behaviours.pushpull import PushPull -from pixels.behaviours.reach import Reach -from pixels.behaviours.no_behaviour import NoBehaviour - -import numpy as np -import pandas as pd -import seaborn as sns -import datetime -import matplotlib.pyplot as plt - -from pixtools import clusters -from pixtools import utils - -def noise_per_channeldepth(myexp): - """ - Function extracts the noise for each channel, combining this into a dataframe - - myexp: the experiment defined in base.py, will extract the depth information from here. - """ - noise = pd.DataFrame(columns=["session", "project", "SDs", "x", "y"]) # Create the empty array to hold the noise information - depths = meta_spikeglx(myexp, 0) - depths = depths.to_dataframe() - coords = depths[["x", "y"]] # Create a dataframe containing the generic x and y coords. - tot_noise = [] - - #Iterate through each session, taking the noise for each file and loading them into one continuous data frame. - for s, session in enumerate(myexp): - for i in range(len(session.files)): - path = session.processed / f"noise_{i}.json" - with path.open() as fd: - ses_noise = json.load(fd) - - chan_noises = [] - for j, SD in enumerate(ses_noise["SDs"][0:-1]): #This will iterate over first 384 channels, and exclude the sync channel - x = coords["x"].iloc[j] - y = coords["y"].iloc[j] - noise_row = pd.DataFrame.from_records( - {"session":[session.name], "SDs":[SD], "x": x, "y": y} - ) - chan_noises.append(noise_row) - - #Take all datafrom channel noises for a session, then concatenate - noise = pd.concat(chan_noises) - tot_noise.append(noise) #Take all channel noises and add to a master file - df2 = pd.concat(tot_noise) #Convert this master file, containing every sessions noise data into a dataframe - - return df2 - - -#Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots -def elbowplot(data, myexp): - - """ - - This function takes data formatted according to the function above, containing the noise values for all channels - Will iterate through each experimental session, producing the appropriate graph. Should take the optimal number of clusters as the point at which the elbow bends. - This point is defined as the boundary where additional clusters no longer explain much more variance in the data. - - data: The dataframe, as formatted by noise_per_channel() - - myexp: The experiment, defined in base.py containing the session information. - - """ - - for s, session in enumerate(myexp): - name = session.name - ses_data = data.loc[data["session"] == name] - df3 = ses_data["SDs"].values.reshape( - -1, 1 - ) # Just gives all noise values, for each session - Sum_of_squares = [] # create an empty list to store these in. - - k = range(1, 10) - for num_clusters in k: - kmeans = KMeans(n_clusters=num_clusters) - kmeans.fit(df3) - Sum_of_squares.append(kmeans.inertia_) - - fig, ax = plt.subplots() - - # This code will plot the elbow graph to give an overview of the variance in the data explained by the varying the number of clusters - # This gives the distance from the centroids, as a measure of the variability explained - # We want this to drop off indicating that there is no remaining data explained by further centroid inclusion - - # Figure has two rows, one columns, this is the first plot - plt.plot(k, Sum_of_squares, "bx-") # bx gives blue x as each point. - plt.xlabel("Putative Number of Clusters") - plt.ylabel("Sum of Squares Distances/Inertia") - plt.title( - f"Determining Optimal Number of Clusters for Analysis - Session {name}" - ) - - plt.show() - - From 9e45ffb68beb07e8c85285a090199358a08a78dd Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Mon, 13 Jun 2022 12:41:27 +0100 Subject: [PATCH 13/18] Updated statistical tests and added Fano Fac calc --- .../FullAnalysis/FanoFactorCalc.py | 298 ++++++++++++ projects/Aidan_Analysis/FullAnalysis/base.py | 11 +- .../FullAnalysis/bin_delta_depth_plot.py | 75 ++- .../FullAnalysis/chisquare_by_unit_type.py | 99 ++++ .../Aidan_Analysis/FullAnalysis/functions.py | 46 +- .../FullAnalysis/granulardepths_VR46_VR59.csv | 12 + .../FullAnalysis/noiseplot_SD_Clustering.py | 86 ++++ .../FullAnalysis/phaseI_Visualisation.py | 451 ++++++++++++++++++ .../FullAnalysis/phaseI_pm2_map.py | 311 +++++++++--- .../Aidan_Analysis/FullAnalysis/rasterbase.py | 4 +- 10 files changed, 1309 insertions(+), 84 deletions(-) create mode 100644 projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py create mode 100644 projects/Aidan_Analysis/FullAnalysis/chisquare_by_unit_type.py create mode 100755 projects/Aidan_Analysis/FullAnalysis/granulardepths_VR46_VR59.csv create mode 100644 projects/Aidan_Analysis/FullAnalysis/phaseI_Visualisation.py diff --git a/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py b/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py new file mode 100644 index 0000000..7899e84 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py @@ -0,0 +1,298 @@ +# First import required packages +from argparse import Action + +from matplotlib.pyplot import xlim +from base import * +import numpy as np +import pandas as pd +import matplotlib as plt +from pixtools.utils import Subplots2D +from rasterbase import * +from tqdm import tqdm +from sklearn.linear_model import LinearRegression +from pixtools.utils import Subplots2D +from pixels import ioutils + +from functions import ( + event_times, + per_trial_raster, + per_trial_binning, + per_unit_spike_rate, +) + +#%% +# First, select only units from correct trials, of good quality, and within m2 +units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) + +# Now align these firing rates to the point at which the trial began +duration = 4 # we want the 3s after trial began to capture the whole range. + +# Specifically, to calculate FANO FACTOR we need to get the exact spike times. +spike_times = myexp.align_trials( + ActionLabels.clean, + Events.reach_onset, + "spike_times", + duration=duration, + units=units, +) +spike_times = spike_times.reorder_levels( + ["session", "trial", "unit"], axis=1 +) # reorder the levels + +firing_rates = myexp.align_trials( + ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=units +) +# From this, must now calculate the point at which the LED turned off in each trial. +# Will allow plotting of off time. +off_times = event_times("led_off", myexp) # time after LED on when trial finished + +# %% +# Now shall define a function to calculate per Trial FF + + +def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): + """ + This function will take raw spike times calculated through the exp.align_trials method and calculate the fano factor for each trial, cross units + or for individual units, if mean matched is False. + + ------------------------------------------------------------------------ + |NB: Output of the function is saved to an h5 file as "FF_Calculation" | + ------------------------------------------------------------------------ + + spike_times: The raw spike time data produced by the align_trials method + + exp: the experimental cohort defined in base.py (through the Experiment class) + + duration: the window of the aligned data (in s) + + bin_size: the size of the bins to split the trial duration by (in s) + + mean_matched: Whether to apply mean matching adjustment (as defined by Churchland 2010) to correct for large changes in unit mean firing rates across trials + If this is False, the returned dataframe will be of unadjusted single unit FFs + + + """ + # First create bins that the data shall be categorised into + duration = duration * 1000 # convert s to ms + bin_size = bin_size * 1000 + bins = np.arange((-duration / 2), (duration / 2), bin_size) + all_FF = pd.DataFrame() + # First split data by session + for s, session in enumerate(myexp): + ses_data = spike_times[s] + ses_data = ses_data.reorder_levels(["unit", "trial"], axis=1) + name = session.name + session_FF = pd.DataFrame() + + # Bin the session data + ses_vals = ses_data.values + bin_ids = np.digitize(ses_vals[~np.isnan(ses_vals)], bins, right=True) + + # Then by unit + unit_bin_means = [] + unit_bin_var = [] + + print(f"beginning mean/variance calculation for session {name}") + keys = [] + for t in tqdm(ses_data.columns.get_level_values("unit").unique()): + unit_data = ses_data[t] # take each unit values for all trials + unit_data = ( + unit_data.melt().dropna() + ) # Pivot this data and drop missing values + + # Once these values have been isolated, can begin FF calculation. + unit_data["bin"] = np.digitize(unit_data["value"], bins, right=True) + + bin_count_means = [] + bin_count_var = [] + + for b in np.unique(bin_ids): + bin_data = unit_data.loc[unit_data["bin"] == b] + + # Calculate the count mean of this bin, i.e., the average number of events per trial + bin_count_mean = ( + bin_data.groupby("trial").count().mean()["value"] + ) # the average number of spikes per unit in this bin + + # If there are any bins where no spikes occurred (i.e, empty dataframes) then return zero + if np.isnan(bin_count_mean): + bin_count_mean = 0 + + bin_count_means.append(bin_count_mean) + + # Now calculate variance of the event count + bin_var = np.var(bin_data.groupby("trial").count()["value"]) + + # Again return zero if no events + if np.isnan(bin_var): + bin_var = 0 + + bin_count_var.append(bin_var) + + # These values will make up a single point on the scatterplots used to calculate cross-unit FF + # Append to list containing values for each unit, across trials + + unit_bin_means.append(bin_count_means) + unit_bin_var.append(bin_count_var) + keys.append(t) + + # Now convert this to a dataframe + unit_bin_means = pd.DataFrame.from_records(unit_bin_means, index=keys) + unit_bin_means.index.name = "unit" + unit_bin_means.columns.name = "bin" + + unit_bin_var = pd.DataFrame.from_records(unit_bin_var, index=keys) + unit_bin_var.index.name = "unit" + unit_bin_var.columns.name = "bin" + + # can now use this information to calculate FF, and include any potential adjustments needed. + # To do so, shall create a linear regression to calculate FF, for each bin + + if mean_matched is True: + FanoFactor_scores = {} + for b in unit_bin_means.columns: + + # Isolate bin values, drop any units that are nonresponsive + bin_means = unit_bin_means[b] + bin_means = pd.Series.to_numpy(bin_means).reshape((-1, 1)) + bin_var = unit_bin_var[b].values + + # Construct linear regression with x axis as mean count, and y axis as variance + raw_FF_model = LinearRegression() + raw_FF_model.fit(bin_means, bin_var) + + # TODO: INSERT MEAN MATCHING STAGE + + # plot the slope for each bin as a point on a scatter + FanoFactor_scores.update( + {b: raw_FF_model.coef_} + ) # give the coefficient of the model, representing the slope of the line + + # update session scores + FanoFactors = pd.DataFrame.from_dict(FanoFactor_scores) + FanoFactors.index = [name] + FanoFactors = FanoFactors.rename_axis(columns="bin", index="session") + + all_FF = pd.concat([all_FF, FanoFactors], axis=0) + + elif mean_matched is False: + # Remember, this will return the individual FF for each unit, not the population level FF + # calculate raw FF for each unit + FanoFactors = pd.DataFrame(columns=["bin", "FF", "session", "unit"]) + for unit in unit_bin_means.index: + unit_FF = pd.DataFrame( + unit_bin_var.loc[unit] / unit_bin_means.loc[unit] + ).rename( + columns={unit: "FF"} + ) # return all bins for this unit + unit_FF = unit_FF.reset_index() + unit_FF["session"] = name + unit_FF["unit"] = unit + + FanoFactors = pd.concat([FanoFactors, unit_FF]) + + # Reorder columns, then return data + FanoFactors = FanoFactors[["session", "unit", "bin", "FF"]] + FanoFactors.reset_index(drop=True) + all_FF = pd.concat([all_FF, FanoFactors]) + + ioutils.write_hdf5("/data/aidan/FF_Calculation.h5", all_FF) + return all_FF + + +per_unit_FF = cross_trial_FF( + spike_times=spike_times, exp=myexp, duration=4, bin_size=0.1, mean_matched=False +) + + +# %% +# Plot individual unit FFs for each session overlaid on firing rates + +for s, session in enumerate(myexp): + name = session.name + units = per_unit_FF["unit"].unique() + subplots = Subplots2D(units, sharex=False) + + palette = sns.color_palette() + plt.rcParams["figure.figsize"] = (10, 10) + ses_fr = firing_rates[s] + + for i, un in enumerate(units): + unit_data = per_unit_FF.loc[per_unit_FF["unit"] == un] + unit_data["bin/10"] = unit_data["bin"] / 10 - ( + duration / 2 + ) # convert 100ms bins to seconds relative to action + ax = subplots.axes_flat[i] + ax1 = ax.twinx() # secondary axis for fr + + bins = np.unique(per_unit_FF.loc[per_unit_FF["session"] == name]["bin"].values) + + val_data = ses_fr[un].stack().reset_index() + val_data["y"] = val_data[0] + num_samples = len(ses_fr[values[0]].columns) + + p = sns.lineplot( + data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" + ) + p.axvline( + len(np.unique(bins)) / 2, + color="green", + ls="--", + ) + # p.autoscale(enable=True, tight=False) + p.set_xticks([]) + p.set_yticks([]) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + ax.set_xlim(bins[0], bins[-1]) + + q = sns.lineplot( + data=val_data, + x="time", + y="y", + ci="sd", + ax=ax1, + linewidth=0.5, + ) + # q.autoscale(enable=True, tight=False) + q.set_yticks([]) + q.set_xticks([]) + ax1.set_xlim(-duration / 2, duration / 2) + peak = ses_fr[value].values.mean(axis=1).max() + q.get_yaxis().get_label().set_visible(False) + q.get_xaxis().get_label().set_visible(False) + q.axvline(c=palette[1], ls="--", linewidth=0.5) + q.set_box_aspect(1) + + to_label = subplots.axes_flat[0] + to_label.get_yaxis().get_label().set_visible(True) + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xticks([]) + + legend = subplots.legend + + legend.text( + 0, + 0.3, + "Unit ID", + transform=legend.transAxes, + color=palette[0], + ) + legend.set_visible(True) + ticks = list(unit_data["bin"].unique()) + legend.get_xaxis().set_ticks( + ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] + ) + legend.set_xlabel("100ms Bin") + legend.get_yaxis().set_visible(False) + legend.set_box_aspect(1) + + # Overlay firing rates + values = ses_fr.columns.get_level_values("unit").unique() + values.values.sort() + num_samples = len(ses_fr[values[0]].columns) + + plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + + utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor", nosize=True) +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/base.py b/projects/Aidan_Analysis/FullAnalysis/base.py index ed7dee3..24ef39c 100644 --- a/projects/Aidan_Analysis/FullAnalysis/base.py +++ b/projects/Aidan_Analysis/FullAnalysis/base.py @@ -15,9 +15,9 @@ ) sys.path.append( - "/home/s1735718/PixelsAnalysis/pixels-analysis" + "/opt/neuropixels/pixels" ) # Adds the location of the pixtools folder to the python path -# sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels") +sys.path.insert(0, "/home/s1735718/PixelsAnalysis/pixels-analysis/") from pixels import Experiment from pixels.behaviours.reach import Reach, ActionLabels, Events from pixtools import utils @@ -37,17 +37,16 @@ myexp = Experiment( [ - "VR46", + # "VR46", # "VR47", # "VR49", # "VR50", # "VR52", # "VR53", - # "VR54", # "VR55", # "VR56", - # "VR58" - # "VR59", + # "VR58", + "VR59", ], # This can be a list Reach, # We want the reach behaviour "~/duguidlab/visuomotor_control/neuropixels", # Where is the main data saved diff --git a/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py b/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py index 22698ed..02820cf 100644 --- a/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py +++ b/projects/Aidan_Analysis/FullAnalysis/bin_delta_depth_plot.py @@ -66,7 +66,7 @@ def within_unit_GLM(bin_data, myexp): """ Function takes binned data (with levels in order session -> unit -> trial) and performs an ANOVA on each session - Returns the multiple comparisons for the interaction and prints anova results + Returns the multiple comparisons and ANOVA results for the interaction, also prints anova results Following parameters are used: IV = Firing Rate, DV = Bin, Unit (containing many trials) @@ -88,6 +88,7 @@ def within_unit_GLM(bin_data, myexp): # will do this using pyspark # Now split this data into sessions + results = [] for s, session in enumerate(myexp): name = session.name @@ -112,6 +113,7 @@ def within_unit_GLM(bin_data, myexp): output = sm.stats.anova_lm(model, typ=2) # Type II SS as this is faster print(f"ANOVA Results - Session {name}") print(output) + results.append(output) ####Run Multiple Comparisons#### # Main effect of bin @@ -129,15 +131,29 @@ def within_unit_GLM(bin_data, myexp): ) int_effect = res.tukey_summary multicomp_int_results.append(int_effect) - return multicomp_int_results + results = pd.DataFrame(results) + return multicomp_int_results, results -glm = within_unit_GLM(bin_data, myexp) +glm, output = within_unit_GLM(bin_data, myexp) +#Cache the multicomps and results +for s, session in enumerate(myexp): + name = session.name + ses_output = output[s] + ses_output = pd.DataFrame(ses_output) + ioutils.write_hdf5(f"/data/aidan/glm_output_session_{name}.h5", ses_output) + + ses_multicomps = glm[s] + ses_multicomps = pd.DataFrame(ses_multicomps) + + ioutils.write_hdf5(f"/data/aidan/glm_multicomps_session_{name}.h5", ses_multicomps) + +#For later retrieval # %% # Using this data, now shall determine the largest delta between bins for each unit # Split data into seperate dataframes for each session -def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): +def unit_delta(glm, myexp, bin_data, bin_duration, sig_only, percentage_change): """ Function takes the output of the multiple comparisons calculated by within_unit_GLM() and calculates the larges change in firing rate (or other IV measured by the GLM) between bins, per unit This requires both experimental cohort data, and bin_data calculated by per_trial_binning() and passed through reorder levels (as "session", "unit", "trial") @@ -152,6 +168,8 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): bin_data: the binned raw data computed by the per_trial_binning function + bin_duration: the length of the bins in the data + sig_only: whether to return only the greatest delta of significant bins or not percentage_change: whether to return deltas as a percentage change @@ -160,6 +178,7 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): ses_deltas = [] for s, session in enumerate(myexp): + final_deltas = [] unit_deltas = [] sigunit_comps = [] ses_comps = glm[s] @@ -190,15 +209,33 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): if unit_comps.empty: # skip if empty continue - row = unit_comps["Diff"].idxmax() - sigunit_comps.append(unit_comps.iloc[[row]]) + unit_comps = unit_comps.sort_values("Diff", ascending=False) + ##Right around here I need to work out a way to sort by adjacent bins only + # Extract only adjacent bins, then take the largest value with this set. + for item in unit_comps.iterrows(): + # row = unit_comps["Diff"].idxmax() + row = item[1] + g1_bin, unit_num = item[1]["group1"] + g1_bin1 = round(float(g1_bin.split()[0][0:-1]), 1) + g1_bin2 = round(float(g1_bin.split()[1][0:]), 1) + + g2_bin, unit_num = item[1]["group2"] + g2_bin1 = round(float(g2_bin.split()[0][0:-1]), 1) + g2_bin2 = round(float(g2_bin.split()[1][0:]), 1) + + # Check if bins are sequential, will return the largest value where bins are next to eachother + if g2_bin1 == g1_bin2 + bin_duration: + + sigunit_comps.append([row]) + else: + continue # Now that we know the units with significant comparisons, take these bins from raw firing rate averages ses_avgs = bin_data_average(bin_data[s]) - # Iterate through our significant comparisons, calculating the actual delta firing rate for i in range(len(sigunit_comps)): sig_comp = sigunit_comps[i] + sig_comp = pd.DataFrame(sig_comp) # convert list to dataframe unit = [x[1] for x in sig_comp["group1"]] ses_unit = ses_avgs.loc[ @@ -215,22 +252,33 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): delta = (change / ses_unit[bin_val1]) * 100 if ses_unit[bin_val1] == 0: continue # Skip this value, if it changes from a value of zero, this is infinite - print(delta) unit_deltas.append([int(unit[0]), delta]) # Finally, get the delta value across these bins for the given unit elif percentage_change == False: delta = ses_unit[bin_val2] - ses_unit[bin_val1] unit_deltas.append([int(unit[0]), delta]) - ses_deltas.append(unit_deltas) + # Iterate through unit_deltas and remove any duplicate units + # Keeping only the units of largest values + unit_deltas = pd.DataFrame(unit_deltas, columns=["unit", "delta"]) + for j in unit_deltas["unit"].unique(): + vals = unit_deltas.loc[unit_deltas["unit"] == j] + vals = vals.sort_values("delta", key=abs, ascending=False) - return ses_deltas + final_deltas.append(vals.iloc[0].values.tolist()) + ses_deltas.append(final_deltas) -sig_deltas = unit_delta(glm, myexp, bin_data, sig_only=True, percentage_change=False) -all_deltas = unit_delta(glm, myexp, bin_data, sig_only=False, percentage_change=False) + return ses_deltas +sig_deltas = unit_delta( + glm, myexp, bin_data, bin_duration=0.1, sig_only=True, percentage_change=False +) +all_deltas = unit_delta( + glm, myexp, bin_data, bin_duration=0.1, sig_only=False, percentage_change=False +) + # %% # Using this delta information, the approximate depths of these units may be determined # First, update the unit depths function @@ -302,6 +350,7 @@ def unit_depths(exp): ses_deltas = sig_deltas[s] ses_deltas = pd.DataFrame(ses_deltas, columns=["unit", "delta"]) + ses_depths = all_depths[name] # Find depths of associated units unit_depth = ses_depths[ses_deltas["unit"]].melt() @@ -459,3 +508,5 @@ def unit_depths(exp): nosize=True, ) plt.show() + +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/chisquare_by_unit_type.py b/projects/Aidan_Analysis/FullAnalysis/chisquare_by_unit_type.py new file mode 100644 index 0000000..a65da2a --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/chisquare_by_unit_type.py @@ -0,0 +1,99 @@ +#%% +# First import required packages +from argparse import Action +from base import * +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import seaborn as sns +import scipy.stats as sc +import sys +from channeldepth import meta_spikeglx +import statsmodels.api as sm +from statsmodels.formula.api import ols +from reach import Cohort +from xml.etree.ElementInclude import include +from matplotlib.pyplot import legend, title, ylabel, ylim +import matplotlib.lines as mlines +from tqdm import tqdm +from pixels import ioutils + +from functions import ( + event_times, + unit_depths, + per_trial_binning, + event_times, + within_unit_GLM, + bin_data_average, + # unit_delta, #for now use a local copy +) + +#%% +# First select units based on spike width analysis +all_units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) + +pyramidals = get_pyramidals(myexp) +interneurons = get_interneurons(myexp) + + +# Then import the known neuronal type distributions from csv +known_units = pd.read_csv("cell_atlas_neuron_distribution_M2.csv", index_col=False) + +#%% +# Now align Trials +per_unit_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=all_units +) + +left_aligned = myexp.align_trials( + ActionLabels.correct_left, Events.led_off, "spike_rate", duration=2, units=all_units +) + +right_aligned = myexp.align_trials( + ActionLabels.correct_right, + Events.led_off, + "spike_rate", + duration=2, + units=all_units, +) + +pyramidal_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=pyramidals +) +interneuron_aligned = myexp.align_trials( + ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=interneurons +) + +# Now compare counts of neuropixel data to known data +counts = pd.DataFrame(columns=["Session", "Neurons", "Excitatory", "Inhibitory"]) +for s, session in enumerate(myexp): + + name = session.name + ses_pyr_count = len(pyramidals[s]) + ses_int_count = len(interneurons[s]) + total = ses_pyr_count + ses_int_count + neurons = pd.Series( + [name, total, ses_pyr_count, ses_int_count], index=counts.columns + ) + + counts.loc[s] = neurons # append as new row + +# Now calculate percentage proportions +counts["excitatory_percentage"] = (counts.Excitatory / counts.Neurons) * 100 +counts["inhibitory_percentage"] = (counts.Inhibitory / counts.Neurons) * 100 +median_counts = counts.median() + +known_counts = known_units[["Neurons", "Excitatory", "Inhibitory"]] +known_counts["excitatory_percentage"] = ( + known_counts.Excitatory / known_counts.Neurons +) * 100 +known_counts["inhibitory_percentage"] = ( + known_counts.Inhibitory / known_counts.Neurons +) * 100 +known_median = known_counts.median() + +# Now perform a chi-squared analysis to check across distributions +sc.chisquare( + median_counts[["excitatory_percentage", "inhibitory_percentage"]], + f_exp=known_median[["excitatory_percentage", "inhibitory_percentage"]], +) diff --git a/projects/Aidan_Analysis/FullAnalysis/functions.py b/projects/Aidan_Analysis/FullAnalysis/functions.py index 3bfe039..6aa5d99 100644 --- a/projects/Aidan_Analysis/FullAnalysis/functions.py +++ b/projects/Aidan_Analysis/FullAnalysis/functions.py @@ -162,8 +162,9 @@ def within_unit_GLM(bin_data, myexp): # Now split this data into sessions for s, session in tqdm(enumerate(myexp)): + sessions = bin_data.columns.get_level_values(0).unique() name = session.name - ses_data = bin_data[s] + ses_data = bin_data[sessions[s]] # Now shall average the data per bin ses_avgs = bin_data_average(ses_data) @@ -1308,7 +1309,7 @@ def unit_depths(exp): return pd.concat(depths, axis=1, names=["session", "unit"], keys=keys) -def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): +def unit_delta(glm, myexp, bin_data, bin_duration, sig_only, percentage_change): """ Function takes the output of the multiple comparisons calculated by within_unit_GLM() and calculates the larges change in firing rate (or other IV measured by the GLM) between bins, per unit This requires both experimental cohort data, and bin_data calculated by per_trial_binning() and passed through reorder levels (as "session", "unit", "trial") @@ -1323,6 +1324,8 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): bin_data: the binned raw data computed by the per_trial_binning function + bin_duration: the length of the bins in the data + sig_only: whether to return only the greatest delta of significant bins or not percentage_change: whether to return deltas as a percentage change @@ -1331,6 +1334,7 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): ses_deltas = [] for s, session in enumerate(myexp): + final_deltas = [] unit_deltas = [] sigunit_comps = [] ses_comps = glm[s] @@ -1348,7 +1352,7 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): # Now iterate through comparisons, by unit, Saving the significant comparisons to allow later calculation of delta - for i in units: + for i in tqdm(units): unit_comps = ses_comps[ ses_comps["group1"].apply(lambda x: True if i in x else False) ] # Lambda function checks if the value is in the tuple for group one @@ -1361,15 +1365,33 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): if unit_comps.empty: # skip if empty continue - row = unit_comps["Diff"].idxmax() - sigunit_comps.append(unit_comps.iloc[[row]]) + unit_comps = unit_comps.sort_values("Diff", ascending=False) + ##Right around here I need to work out a way to sort by adjacent bins only + # Extract only adjacent bins, then take the largest value with this set. + for item in unit_comps.iterrows(): + # row = unit_comps["Diff"].idxmax() + row = item[1] + g1_bin, unit_num = item[1]["group1"] + g1_bin1 = round(float(g1_bin.split()[0][0:-1]), 1) + g1_bin2 = round(float(g1_bin.split()[1][0:]), 1) + + g2_bin, unit_num = item[1]["group2"] + g2_bin1 = round(float(g2_bin.split()[0][0:-1]), 1) + g2_bin2 = round(float(g2_bin.split()[1][0:]), 1) + + # Check if bins are sequential, will return the largest value where bins are next to eachother + if g2_bin1 == g1_bin2 + bin_duration: + + sigunit_comps.append([row]) + else: + continue # Now that we know the units with significant comparisons, take these bins from raw firing rate averages ses_avgs = bin_data_average(bin_data[s]) - # Iterate through our significant comparisons, calculating the actual delta firing rate for i in range(len(sigunit_comps)): sig_comp = sigunit_comps[i] + sig_comp = pd.DataFrame(sig_comp) # convert list to dataframe unit = [x[1] for x in sig_comp["group1"]] ses_unit = ses_avgs.loc[ @@ -1386,13 +1408,21 @@ def unit_delta(glm, myexp, bin_data, sig_only, percentage_change): delta = (change / ses_unit[bin_val1]) * 100 if ses_unit[bin_val1] == 0: continue # Skip this value, if it changes from a value of zero, this is infinite - print(delta) unit_deltas.append([int(unit[0]), delta]) # Finally, get the delta value across these bins for the given unit elif percentage_change == False: delta = ses_unit[bin_val2] - ses_unit[bin_val1] unit_deltas.append([int(unit[0]), delta]) - ses_deltas.append(unit_deltas) + # Iterate through unit_deltas and remove any duplicate units + # Keeping only the units of largest values + unit_deltas = pd.DataFrame(unit_deltas, columns=["unit", "delta"]) + for j in unit_deltas["unit"].unique(): + vals = unit_deltas.loc[unit_deltas["unit"] == j] + vals = vals.sort_values("delta", key=abs, ascending=False) + + final_deltas.append(vals.iloc[0].values.tolist()) + + ses_deltas.append(final_deltas) return ses_deltas diff --git a/projects/Aidan_Analysis/FullAnalysis/granulardepths_VR46_VR59.csv b/projects/Aidan_Analysis/FullAnalysis/granulardepths_VR46_VR59.csv new file mode 100755 index 0000000..7df34be --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/granulardepths_VR46_VR59.csv @@ -0,0 +1,12 @@ +MouseID,LayerV_Depth +VR46,0.26 +VR47,0.285 +VR49,0.341 +VR50,0.34 +VR59,0.439 +VR52,0.222 +VR55,0.584 +VR53,0.505 +VR56,0.297 +VR58,0.262 +VR54,0.417 diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py index be0044a..b893a06 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py @@ -1,3 +1,4 @@ +#%% # Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis # If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise # TODO: Test Functionality after noise analysis is complete, push to pixtools. @@ -21,6 +22,8 @@ from base import * from channeldepth import * from tqdm import tqdm +import os +from pathlib import Path import sys @@ -163,3 +166,86 @@ def elbowplot(data, myexp): # Save figures to folder utils.save(f"/home/s1735718/Figures/{myexp[s].name}_noise_clustering") plt.show() + +# Extract the k means values and plot these as a histogram +# Where we want to plot only values within the brain across sessions +all_means = pd.DataFrame() +all_data = pd.DataFrame() +for s, session in enumerate(myexp): + name = session.name + + ses = df2.loc[df2["session"] == name] + df3 = ses["SDs"].values.reshape(-1, 1) + x_kmeans = kmeans.fit(df3) + y_means = kmeans.fit_predict(df3) + + # Add this classification to the main session info + ses["cluster"] = y_means + + # Determine which cluster is on average deeper (lower y value) + # This will be the within brain cluster + mean = ses.groupby("cluster").mean() + mins = mean.idxmin()["y"] # give the cluster where depth is average higher + + # Take mean of this cluster + inbrain = ses.loc[ses["cluster"] == mins] + inbrain_mean = inbrain.mean()["SDs"] + + ses_means = pd.DataFrame({"session": [name], "mean_SD": [inbrain_mean]}) + + # Now concatenate this into a single dataframe + all_means = pd.concat([all_means, ses_means], ignore_index=True, axis=0) + all_data = pd.concat([all_data, inbrain], ignore_index=True, axis=0) +# use this data to plot a histogram of only values considered "within brain" by k-means clustering + +# plot histogram +p = sns.histplot(data=all_means, x="mean_SD") + +#%% +# Now will determine the depth of the boundary between inbrain and outbrain clusters for each session +# Will extract the y coordinate for these points, then convert to real depth +brain_boundaries = pd.DataFrame(columns=["session", "y coordinate", "probe depth"]) +for s, session in enumerate(myexp): + name = session.name + + ses_data = all_data.loc[all_data["session"] == name] + + # Sort data to find boundary + ses_data.sort_values("y", ascending=False, inplace=True) + + # Append values to dataframe + ses_vals = pd.DataFrame(ses_data.iloc[0][["session", "y"]].values).T + ses_vals = ses_vals.rename(columns={0: "session", 1: "y coordinate"}) + + # Add probe depth as a new column + #ses_vals["probe depth"] = session.get_probe_depth()[0] + # Calculate actual depth + brain_boundaries = pd.concat( + [brain_boundaries, ses_vals], ignore_index=True, axis=0 + ) + + +# %% +# Take file below that contains probe depths, rename it to depths.txt.histology +# Recreate it using y coordinate value for each mouse, nothing else +# DO NOT UNCOMMENT, WILL OVERWRITE SAVED OLD VERSION + +# session.processed /"depths.txt" + +for s, session in enumerate(myexp): + name = session.name + + ses_data = brain_boundaries.loc[brain_boundaries["session"] == name] + + # open path, rename file + #os.rename(Path(session.processed / "depth.txt"), Path(session.processed / "depth.txt.histology")) + + # Create depths.txt + with open(Path(session.processed / "depth.txt"), "w") as f: + + #Write the probe y value to the file + f.write(str(ses_data["y coordinate"].values[0])) + f.write("\n") + + +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/phaseI_Visualisation.py b/projects/Aidan_Analysis/FullAnalysis/phaseI_Visualisation.py new file mode 100644 index 0000000..71eb618 --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/phaseI_Visualisation.py @@ -0,0 +1,451 @@ +# Import required packages +from argparse import Action +from base import * +import matplotlib.pyplot as plt +import matplotlib.patches as mpatches +from matplotlib.ticker import MultipleLocator +import matplotlib as mpl +import numpy as np +import pandas as pd +import seaborn as sns +import scipy.stats as sc +import sys +from channeldepth import meta_spikeglx +import statsmodels.api as sm +from statsmodels.formula.api import ols +from reach import Cohort +from xml.etree.ElementInclude import include +from matplotlib.pyplot import legend, title, ylabel, ylim +import matplotlib.lines as mlines +from tqdm import tqdm +from pixels import ioutils +from pixtools import utils +from textwrap import wrap + +from functions import ( + event_times, + unit_depths, + per_trial_binning, + event_times, + within_unit_GLM, + bin_data_average, + # unit_delta, #for now use a local copy +) + +#%% +# import datafile calculated previously +data = ioutils.read_hdf5("/data/aidan/concatenated_session_information.h5") +# test = ioutils.read_hdf5("/data/aidan/concatenated_session_information_test.h5") +# Add layer V data +layer_vals = pd.read_csv("granulardepths_VR46_VR59.csv") +#%% +# Visualise the data as a depth plot, showing units above and below layer V boundary for each session +fig, ax = plt.subplots(2, 1, sharex=True) +fig.set_size_inches(10, 10) + +p = sns.swarmplot( + data=data, x="depth", y="session", hue="Depth Classification", ax=ax[1] +) +p.set_xlim(0) +ax[1].legend(loc="upper right", bbox_to_anchor=(0, 1.7), title="Layer Class") + +# Plot the overall distribution of points across depths. +q = sns.kdeplot( + data=data, x="depth", ax=ax[0], hue="Depth Classification", legend=False +) +q.set_ylabel("") +q.set_yticklabels("") +q.set(yticks=[]) + +plt.subplots_adjust(wspace=0, hspace=0) +plt.suptitle("Distribution of Recorded Units Across pM2") + +#%% +# Plot the proportion of each neuron type by up/downregulation +# As a stacked bar chart +# first isolate up/downreg units +delta_types = [] +for i in data.iterrows(): + if i[1]["delta"] > 0: + delta_types.append("upregulated") + + if i[1]["delta"] < 0: + delta_types.append("downregulated") + +data.insert(3, "delta type", delta_types) +# now plot these proportions, as a percentage +vals = data[["session", "delta type", "delta significance"]] +change = [] +for i in vals.iterrows(): + if i[1]["delta significance"] == "non-significant": + change.append("no-change") + if (i[1]["delta significance"] == "significant") & ( + i[1]["delta type"] == "downregulated" + ): + change.append("downregulated") + if (i[1]["delta significance"] == "significant") & ( + i[1]["delta type"] == "upregulated" + ): + change.append("upregulated") +vals["change"] = change +vals.drop(columns=["delta type", "delta significance"]) + +vals = ( + vals.groupby(["session", "change"]) + .size() + .reset_index() + .pivot(columns="change", index="session", values=0) +) +vals["upregulated"] = vals["upregulated"].fillna(0) +vals["downregulated"] = vals["downregulated"].fillna(0) +vals["no-change"] = vals["no-change"].fillna(0) +val_props = pd.DataFrame(index=vals.index) +val_props["upreg_%"] = ( + vals["upregulated"] + / (vals["upregulated"] + vals["downregulated"] + vals["no-change"]) +) * 100 +val_props["downreg_%"] = ( + vals["downregulated"] + / (vals["upregulated"] + vals["downregulated"] + vals["no-change"]) +) * 100 +val_props["nochange_%"] = ( + vals["no-change"] + / (vals["upregulated"] + vals["downregulated"] + vals["no-change"]) +) * 100 +val_props.plot(kind="bar", stacked=True) + +plt.suptitle("Proportion of Responsive Units in pM2") +utils.save(f"/home/s1735718/Figures/AllSessionUnitResponsiveness", nosize=True) + +#%% +# Now shall plot delta firing rates by depth, as a violin plot +# NB: this may require binning depth to prevent pseudoreplication when collapsing across sessions +# Plot two seperate subplots for each session them merge, for up and downregulated data +pyr = data.loc[data["type"] == "pyramidal"] +inter = data.loc[data["type"] == "interneuron"] +pyr["all"] = 1 +inter["all"] = 1 +# first plot pyramidals +p = sns.violinplot( + data=pyr, + y="depth", + x="session", + hue="delta type", + split=True, + palette={"upregulated": "orange", "downregulated": "blue"}, +) +for i, violin in enumerate(p.findobj(mpl.collections.PolyCollection)): + violin.set_hatch("//") + +p2 = sns.violinplot( + data=inter, + y="depth", + x="session", + hue="delta type", + split=True, + palette={"upregulated": "orange", "downregulated": "blue"}, +) + +plt.setp(p.collections, alpha=0.3) + +# Now set legend +down = mpatches.Patch(facecolor="blue", alpha=0.5, label="Downregulated") + +up = mpatches.Patch(facecolor="orange", alpha=0.5, label="Upregulated") + +pyr_leg = mpatches.Patch(facecolor="grey", hatch="//", alpha=0.5, label="Pyramidals") + +inter_leg = mpatches.Patch(facecolor="grey", alpha=0.5, label="Interneurons") +plt.legend( + handles=[down, up, pyr_leg, inter_leg], + bbox_to_anchor=(1, 1), + title="Activity Change/Cell Type", + fontsize=15, +) + +plt.suptitle("Proportion of Significantly Changing Units During Grasp") +plt.gca().set_ylim(0, 1200) +plt.gca().invert_yaxis() +plt.gca().set_ylabel("pM2 Depth (um)") +plt.gca().set_xlabel("Session") +plt.xticks(rotation=90) + + +plt.show() + + +# Now plot the point at which layer V occurs + +# %% +# A similar plot that may be of use is to instead plot a scatter with histogram overlaid +# Reuse scatter plot code, adjust it + +for s, session in enumerate(myexp): + name = session.name + ses_data = data.loc[data["session"] == name] + sigs = ses_data.loc[ses_data["delta significance"] == "significant"] + nosigs = ses_data.loc[ses_data["delta significance"] == "non-significant"] + + fig = plt.figure() + ax = fig.add_subplot(111, label="1") + + # Finally, plot a graph of deltas relative to zero, by depth + sns.scatterplot( + x="delta", + y="depth", + data=sigs, + # size="average firing rate", + # sizes=(40, 400), + s=100, + linewidth=1, + style="type", + color="#972c7f", + alpha=0.5, + ax=ax, + legend=False, + ) + + ###################################################################### + # ##Now overlay a kde plot over these points + # ##Uncomment to plot this version + # up_kde = sns.kdeplot( + # data=sigs.loc[sigs["delta type"] == "upregulated"], + # y="depth" + # ).get_lines()[0].get_data() + + # #Extract density data, and scale it to the order of magnitude plotted (i.e., x10^5) + # #Plot these values + + # up_kde=pd.DataFrame(up_kde, index=["density", "depth"]) + # up_kde.loc["density"] = up_kde.loc["density"].apply(lambda x: x*30000) + # up_kde = up_kde.T + # sns.scatterplot(data = up_kde, x="density", y = "depth") + + # down_kde = sns.kdeplot( + # data=sigs.loc[sigs["delta type"] == "downregulated"], + # y="depth" + # ).get_lines()[1].get_data() + + # down_kde=pd.DataFrame(down_kde, index=["density", "depth"]) + # down_kde.loc["density"] = down_kde.loc["density"].apply(lambda x: x*-30000) #times by -1 to allow inverted plotting of kde plot + # down_kde = down_kde.T + # sns.scatterplot(data = down_kde, x="density", y = "depth") + + ###################################################################### + + ##Uncomment below to plot histogram over points. + # ax2=fig.add_subplot(111, label="2", frame_on=False) + # ax3 = fig.add_subplot(111, label="2", frame_on=False) + # up_hist = sns.histplot( + # data=sigs.loc[sigs["delta type"] == "upregulated"], y = "depth", binwidth=100, binrange=(0,1300), ax=ax2, legend=False + # ) + + # ax2.xaxis.tick_top() + # ax2.set_xlim(-3,3) + # ax2.axes.xaxis.set_visible(False) + # ax2.axes.yaxis.set_visible(False) + # ax2.set_ylabel("") + + # down_hist = sns.histplot( + # data=sigs.loc[sigs["delta type"] == "downregulated"], y = "depth", binwidth=100, binrange=(0,1300), ax=ax3, legend=False + # ) + + # ax3.invert_yaxis() + # ax3.xaxis.tick_top() + # ax3.set_xlim(3,-3) + # ax3.axes.xaxis.set_visible(False) + # ax3.axes.yaxis.set_visible(False) + + ###################################################################### + + # p2 = sns.scatterplot( + # x="delta", + # y="depth", + # data=nosigs, + # size="average firing rate", + # sizes=(40, 400), + # s=100, + # linewidth=1, + # style="type", + # color="#221150", + # ) + + ax.axvline(x=0, color="green", ls="--") + + ax.set_xlim(-60, 60) + ax.set_ylim(0, 1300) + + ax.set_xlabel("Δ Firing Rate (Hz)", fontsize=20) + ax.set_ylabel("Depth of Recorded Neuron (μm)", fontsize=20) + plt.xticks(fontsize=25) + plt.yticks(fontsize=25) + plt.suptitle( + "\n".join( + wrap( + f"Largest Trial Firing Rate Change by pM2 Depth - Session {name}", + width=30, + ) + ), + y=1.1, + fontsize=20, + ) + + # Create lengend manually + # Entries for legend listed below as handles: + sig_dot = mlines.Line2D( + [], + [], + color="#221150", + marker="o", + linestyle="None", + markersize=10, + label="Significant", + ) + nonsig_dot = mlines.Line2D( + [], + [], + color="#972c7f", + marker="o", + linestyle="None", + alpha=0.5, + markersize=10, + label="Non-Significant", + ) + grey_dot = mlines.Line2D( + [], + [], + color="grey", + marker="o", + linestyle="None", + markersize=10, + label="Pyramidal", + ) + grey_cross = mlines.Line2D( + [], + [], + color="grey", + marker="X", + lw=5, + linestyle="None", + markersize=10, + label="Interneuronal", + ) + + plt.legend( + handles=[ # sig_dot, + # nonsig_dot, + grey_dot, + grey_cross, + ], + bbox_to_anchor=(1.7, 1), + title="Significance (p < 0.05)", + fontsize=15, + ) + + # Now invert y-axis and save + ax.invert_yaxis() + + # utils.save( + # f"/home/s1735718/Figures/{name}_DeltaFR_byDepth", + # nosize=True, + # ) + plt.show() + +# %% +# Plot only the KDE values + +for s, session in enumerate(myexp): + name = session.name + ses_data = data.loc[data["session"] == name] + sigs = ses_data.loc[ses_data["delta significance"] == "significant"] + nosigs = ses_data.loc[ses_data["delta significance"] == "non-significant"] + + fig = plt.figure() + ax = fig.add_subplot(111, label="1") + ax2 = fig.add_subplot(111, label = "2", frame_on=False) + ###################################################################### + # ##Now overlay a kde plot over these points + # ##Uncomment to plot this version + up_kde = sns.kdeplot( + data=sigs.loc[sigs["delta type"] == "upregulated"], + y="depth", ax = ax, color = "blue" + ) + + down_kde = sns.kdeplot( + data=sigs.loc[sigs["delta type"] == "downregulated"], + y="depth", ax = ax2, color = "orange" + ) + + ax2.set_xlim(-0.002, 0.002) + ax2.invert_xaxis() + ax2.axes.xaxis.set_visible(False) + ax2.axes.yaxis.set_visible(False) + + + plt.axvline(x=0, color="green", ls="--") + ax.set_xlim(-0.002, 0.002) + ax.set_ylim(0, 1300) + ax.invert_yaxis() + ax2.invert_yaxis() + + ax.set_xlabel("Likelihood of Unit Presence", fontsize=20) + ax.set_ylabel("Depth Across pM2 (μm)", fontsize=20) + ax.tick_params(axis='both', which='major', labelsize=20) + ax.yaxis.set_ticks(np.arange(0, 1300, 200)) + + plt.suptitle( + "\n".join( + wrap( + f"Kernel Density Estimate of Responsive Unit Type - Session {name}", + width=30, + ) + ), + y=1.1, + fontsize=20, + ) + + + + # Create lengend manually + # Entries for legend listed below as handles: + upreg = mlines.Line2D( + [], + [], + color="blue", + marker="o", + linestyle="None", + markersize=10, + label="Upregulated Units", + ) + + downreg = mlines.Line2D( + [], + [], + color="orange", + marker="o", + linestyle="None", + markersize=10, + label="Downregulated Units", + ) + + plt.legend( + handles=[ + upreg, + downreg, + ], + bbox_to_anchor=(1.7, 1), + title="Significance (p < 0.05)", + fontsize=15, + ) + + # Now invert y-axis and save + plt.gca().invert_yaxis() + + # utils.save( + # f"/home/s1735718/Figures/{name}_DeltaFR_byDepth", + # nosize=True, + # ) + plt.show() + +# %% +# Furthermore, will now plot a ball and stick graph showing the actual changes in firing rates and the point at which these deltas occur diff --git a/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py b/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py index 29bd075..3bec38f 100644 --- a/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py +++ b/projects/Aidan_Analysis/FullAnalysis/phaseI_pm2_map.py @@ -1,13 +1,13 @@ """ This file contains the first section of my full analysis, it will aim to do the following: -1. Construct a "map" of pM2, including neuron type distribution across depth. -2. Visualise neuronal type distribution by depth -3. Determine statistically if this distribution differs significantly from known distibutions. -4. If so, this will inform us if the Neuropixel probe can in fact accurately detect neuron types present across pM2. - -If this turns out to be the case, then further analyses will avoid breaking down data into neuronal subtypes. +1. Determine if the distribution of pyramidal to interneuron type alignes with known data. This will give an idea of the rate of undersampling by the probe +2. Concatenate as much information surrounding unit activity as possible. i.e., type, activity, statistically significant changes, depth etc. + This will be concatenated and saved as a dataframe with the following structure: + --------------------------------------------------------------------------------- + |Session | Unit No | Delta Change | Depth (um) | Supra/Infragranular | Neuron Type| Delta Significance| + --------------------------------------------------------------------------------- """ # First import required packages @@ -27,6 +27,7 @@ from matplotlib.pyplot import legend, title, ylabel, ylim import matplotlib.lines as mlines from tqdm import tqdm +from pixels import ioutils from functions import ( event_times, @@ -73,40 +74,6 @@ interneuron_aligned = myexp.align_trials( ActionLabels.correct, Events.led_off, "spike_rate", duration=2, units=interneurons ) -#%% -# Now compare counts of neuropixel data to known data -counts = pd.DataFrame(columns=["Session", "Neurons", "Excitatory", "Inhibitory"]) -for s, session in enumerate(myexp): - - name = session.name - ses_pyr_count = len(pyramidals[s]) - ses_int_count = len(interneurons[s]) - total = ses_pyr_count + ses_int_count - neurons = pd.Series( - [name, total, ses_pyr_count, ses_int_count], index=counts.columns - ) - - counts.loc[s] = neurons # append as new row - -# Now calculate percentage proportions -counts["excitatory_percentage"] = (counts.Excitatory / counts.Neurons) * 100 -counts["inhibitory_percentage"] = (counts.Inhibitory / counts.Neurons) * 100 -median_counts = counts.median() - -known_counts = known_units[["Neurons", "Excitatory", "Inhibitory"]] -known_counts["excitatory_percentage"] = ( - known_counts.Excitatory / known_counts.Neurons -) * 100 -known_counts["inhibitory_percentage"] = ( - known_counts.Inhibitory / known_counts.Neurons -) * 100 -known_median = known_counts.median() - -# Now perform a chi-squared analysis to check across distributions -sc.chisquare( - median_counts[["excitatory_percentage", "inhibitory_percentage"]], - f_exp=known_median[["excitatory_percentage", "inhibitory_percentage"]], -) #%% ##Now that we have determined the optimal sessions to take from each mouse @@ -119,10 +86,16 @@ # Then perform an ANOVA glm = within_unit_GLM(bin_data, myexp) +# Finally take average firing rate +fr_avgs = per_unit_aligned.mean() +fr_avgs = fr_avgs.groupby(["session", "unit"]).mean() + #%% # This cell is to serve as an interactive method of altering the deltas function # The aim is to allow selection of the type of delta # I.e., first, or largest + + def unit_delta(glm, myexp, bin_data, sig_only, delta_type, percentage_change): """ Function takes the output of the multiple comparisons calculated by within_unit_GLM() and calculates the change in firing rate (or other IV measured by the GLM) between bins, per unit @@ -232,11 +205,29 @@ def unit_delta(glm, myexp, bin_data, sig_only, delta_type, percentage_change): if ses_unit[bin_val1] == 0: continue # Skip this value, if it changes from a value of zero, this is infinite print(delta) - unit_deltas.append([int(unit[0]), delta]) + unit_deltas.append( + [ + int(unit[0]), + delta, + ses_unit[bin_val2], + ses_unit[bin_val1], + bin_val2, + bin_val1, + ] + ) # Finally, get the delta value across these bins for the given unit elif percentage_change == False: delta = ses_unit[bin_val2] - ses_unit[bin_val1] - unit_deltas.append([int(unit[0]), delta]) + unit_deltas.append( + [ + int(unit[0]), + delta, + ses_unit[bin_val2], + ses_unit[bin_val1], + bin_val2, + bin_val1, + ] + ) ses_deltas.append(unit_deltas) @@ -252,14 +243,18 @@ def unit_delta(glm, myexp, bin_data, sig_only, delta_type, percentage_change): ) #%% # Now concatenate this information into a single dataframe -# TODO: Add the ability to classify by depths to this function +# TODO: Add the ability to extract the bin beginnings and ends including firing rates to this function. + depths = unit_depths(myexp) +layer_info = pd.read_csv("granulardepths_VR46_VR59.csv") def unit_info_concatenation( + average_fr, sig_deltas, all_deltas, depths, + layer_info, pyramidal_aligned, interneuron_aligned, myexp, @@ -269,12 +264,16 @@ def unit_info_concatenation( This function takes all previously calculated information surrounding unit activity, type, depth, etc. and concatenates it as a single dataframe Requires all of these values are previously determined using predefined functions shown + average_fr: Average firing rate for each unit, across trials, organised in long form as a multiindexed dataframe (session->unit) + sig_deltas: Significant delta changes to firing rate (or SD) determined by within_unit_glm all_deltas: All delta changes, regardless of significance, determined by the same within_unit_glm function depths: Depths of all units across sessions, determined by unit_depths + layer_info: Dataframe containing the granular layer boundaries defined through histological analyses + pyramidal_aligned: Only pyramidal units, aligned to the same event, determined by myexp.align_trials interneuron_aligned: Only interneuronal units, aligned to the same event @@ -287,7 +286,17 @@ def unit_info_concatenation( name = session.name ses_deltas = sig_deltas[s] - ses_deltas = pd.DataFrame(ses_deltas, columns=["unit", "delta"]) + ses_deltas = pd.DataFrame( + ses_deltas, + columns=[ + "unit", + "delta", + "start value", + "end value", + "start bin", + "end bin", + ], + ) ses_depths = depths[name] # Determine depths of units @@ -297,7 +306,17 @@ def unit_info_concatenation( # Do the same for nonsignificant units ses_nosig_deltas = all_deltas[s] - ses_nosig_deltas = pd.DataFrame(ses_nosig_deltas, columns=["unit", "delta"]) + ses_nosig_deltas = pd.DataFrame( + ses_nosig_deltas, + columns=[ + "unit", + "delta", + "start value", + "end value", + "start bin", + "end bin", + ], + ) # Find depths of associated units unit_nosig_depth = ses_depths[ses_nosig_deltas["unit"]].melt() @@ -317,29 +336,39 @@ def unit_info_concatenation( dicts = {} unit_types = [] - for i, item in enumerate(ses_deltas["unit"]): - if item in pyr_units: + for item_sig in ses_deltas["unit"]: + if item_sig in pyr_units: unit_types.append("pyramidal") - if item in int_units: + if item_sig in int_units: unit_types.append("interneuron") - else: - continue + if item_sig not in pyr_units and item_sig not in int_units: + unit_types.append("neuron unclassified") nosig_unit_types = [] - for i, item in enumerate(ses_nosig_deltas["unit"]): + for item in ses_nosig_deltas["unit"]: if item in pyr_units: nosig_unit_types.append("pyramidal") if item in int_units: nosig_unit_types.append("interneuron") - else: - continue + if item not in pyr_units and item not in int_units: + nosig_unit_types.append("neuron unclassified") # Append unit_types as a new column # Will try and append this as a new column, to see where the extra value lies unit_types = pd.DataFrame(unit_types) ses_deltas = pd.concat([ses_deltas, unit_types], ignore_index=True, axis=1) ses_deltas.rename( - columns={0: "unit", 1: "delta", 2: "depth", 3: "type"}, inplace=True + columns={ + 0: "unit", + 1: "bin1 val", + 2: "bin2 val", + 3: "delta", + 4: "start bin", + 5: "end bin", + 6: "depth", + 7: "type", + }, + inplace=True, ) ses_deltas["delta significance"] = "significant" ses_deltas.insert(0, "session", "") @@ -350,7 +379,17 @@ def unit_info_concatenation( [ses_nosig_deltas, nosig_unit_types], ignore_index=True, axis=1 ) ses_nosig_deltas.rename( - columns={0: "unit", 1: "delta", 2: "depth", 3: "type"}, inplace=True + columns={ + 0: "unit", + 1: "bin1 val", + 2: "bin2 val", + 3: "delta", + 4: "start bin", + 5: "end bin", + 6: "depth", + 7: "type", + }, + inplace=True, ) ses_nosig_deltas["delta significance"] = "non-significant" ses_nosig_deltas.insert(0, "session", "") @@ -359,18 +398,178 @@ def unit_info_concatenation( session_info = pd.concat( [ses_deltas, ses_nosig_deltas], ignore_index=True, axis=0 ) + + # Now iterate through session info by row, classifying depth into supra or infragranular + # Will use the layer_info to do so + mouse_id = session.name[-4:] + mouse_boundary = ( + layer_info.loc[layer_info["MouseID"] == mouse_id]["LayerV_Depth"].item() + * 1000 + ) # get value and convert from mm to um + + unit_depth_class = [] + for index, row in session_info.iterrows(): + if row["depth"] < mouse_boundary: + unit_depth_class.append("Supragranular") + + if row["depth"] > mouse_boundary: + unit_depth_class.append("Infragranular") + + # Append this to the session_info as a new column (after depth) + session_info.insert(4, "Depth Classification", unit_depth_class) + + # Now add firing rates + ses_rates = average_fr[s].reindex( + index=session_info["unit"] + ) # reorder this to match out data + session_info.insert( + len(session_info.columns), "average firing rate", ses_rates.values + ) + + # Finally, concatenate this info for the session into the master dataframe to be returned unit_info = pd.concat([unit_info, session_info], axis=0, ignore_index=True) return unit_info -tmp = unit_info_concatenation( +data = unit_info_concatenation( + fr_avgs, largest_sig_deltas, deltas, depths, + layer_info, pyramidal_aligned=pyramidal_aligned, interneuron_aligned=interneuron_aligned, myexp=myexp, ) # %% +# Now finally, will export this data as a saved file using utils.save +ioutils.write_hdf5("/data/aidan/concatenated_session_information.h5", data) + + +# %% + + +# def tester( +# average_fr, +# sig_deltas, +# all_deltas, +# depths, +# layer_info, +# myexp, +# ): + +# """ +# This function takes all previously calculated information surrounding unit activity, type, depth, etc. and concatenates it as a single dataframe +# Requires all of these values are previously determined using predefined functions shown + +# average_fr: Average firing rate for each unit, across trials, organised in long form as a multiindexed dataframe (session->unit) + +# sig_deltas: Significant delta changes to firing rate (or SD) determined by within_unit_glm + +# all_deltas: All delta changes, regardless of significance, determined by the same within_unit_glm function + +# depths: Depths of all units across sessions, determined by unit_depths + +# layer_info: Dataframe containing the granular layer boundaries defined through histological analyses + +# pyramidal_aligned: Only pyramidal units, aligned to the same event, determined by myexp.align_trials + +# interneuron_aligned: Only interneuronal units, aligned to the same event + +# myexp: The experimental cohort defined in base.py + +# """ +# unit_info = pd.DataFrame() +# for s, session in enumerate(myexp): +# name = session.name +# ses_deltas = sig_deltas[s] + +# ses_deltas = pd.DataFrame(ses_deltas, columns=["unit", "delta"]) +# ses_depths = depths[name] + +# # Determine depths of units +# unit_depth = ses_depths[ses_deltas["unit"]].melt() +# ses_deltas = pd.concat([ses_deltas, unit_depth["value"]], axis=1) +# ses_deltas.rename(columns={"value": "depth"}, inplace=True) + +# # Do the same for nonsignificant units +# ses_nosig_deltas = all_deltas[s] +# ses_nosig_deltas = pd.DataFrame(ses_nosig_deltas, columns=["unit", "delta"]) + +# # Find depths of associated units +# unit_nosig_depth = ses_depths[ses_nosig_deltas["unit"]].melt() +# ses_nosig_deltas = pd.concat( +# [ses_nosig_deltas, unit_nosig_depth["value"]], axis=1 +# ) +# ses_nosig_deltas.rename(columns={"value": "depth"}, inplace=True) +# # Now remove any significant values +# ses_nosig_deltas = ses_nosig_deltas[ +# ~ses_nosig_deltas["unit"].isin(ses_deltas["unit"]) +# ].dropna() +# ses_nosig_deltas = ses_nosig_deltas.reset_index(drop=True) + +# # Append unit_types as a new column +# # Will try and append this as a new column, to see where the extra value lies +# unit_types = pd.DataFrame(unit_types) +# ses_deltas.rename(columns={0: "unit", 1: "delta", 2: "depth"}, inplace=True) +# ses_deltas["delta significance"] = "significant" +# ses_deltas.insert(0, "session", "") +# ses_deltas["session"] = name + +# nosig_unit_types = pd.DataFrame(nosig_unit_types) +# ses_nosig_deltas.rename( +# columns={0: "unit", 1: "delta", 2: "depth"}, inplace=True +# ) +# ses_nosig_deltas["delta significance"] = "non-significant" +# ses_nosig_deltas.insert(0, "session", "") +# ses_nosig_deltas["session"] = name +# # Concatenate sig and nonsig deltas as unit types +# session_info = pd.concat( +# [ses_deltas, ses_nosig_deltas], ignore_index=True, axis=0 +# ) + +# # Now iterate through session info by row, classifying depth into supra or infragranular +# # Will use the layer_info to do so +# mouse_id = session.name[-4:] +# mouse_boundary = ( +# layer_info.loc[layer_info["MouseID"] == mouse_id]["LayerV_Depth"].item() +# * 1000 +# ) # get value and convert from mm to um + +# unit_depth_class = [] +# for index, row in session_info.iterrows(): +# if row["depth"] < mouse_boundary: +# unit_depth_class.append("Supragranular") + +# if row["depth"] > mouse_boundary: +# unit_depth_class.append("Infragranular") + +# # Append this to the session_info as a new column (after depth) +# session_info.insert(4, "Depth Classification", unit_depth_class) + +# # Now add firing rates +# ses_rates = average_fr[s].reindex( +# index=session_info["unit"] +# ) # reorder this to match out data +# session_info.insert( +# len(session_info.columns), "average firing rate", ses_rates.values +# ) + +# # Finally, concatenate this info for the session into the master dataframe to be returned +# unit_info = pd.concat([unit_info, session_info], axis=0, ignore_index=True) + +# return unit_info + + +# test = tester( +# fr_avgs, +# largest_sig_deltas, +# deltas, +# depths, +# layer_info, +# myexp=myexp, +# ) +ioutils.write_hdf5("/data/aidan/concatenated_session_information_test.h5", test) +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/rasterbase.py b/projects/Aidan_Analysis/FullAnalysis/rasterbase.py index 6b56422..eebf078 100644 --- a/projects/Aidan_Analysis/FullAnalysis/rasterbase.py +++ b/projects/Aidan_Analysis/FullAnalysis/rasterbase.py @@ -10,8 +10,8 @@ from math import ceil #Add the location of pixtools to the path -sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path -from pixtools.utils import Subplots2D #Allows us to use the custom class designed to give the figs/axes from a set of subplots that will fit the data. This generates as many subplots as required in a square a shape as possible +# sys.path.append("/home/s1735718/PixelsAnalysis/pixels-analysis") #Adds the location of the pixtools folder to the path +# from pixtools.utils import Subplots2D #Allows us to use the custom class designed to give the figs/axes from a set of subplots that will fit the data. This generates as many subplots as required in a square a shape as possible #Now import our sorted data functions From 8ede8787b2ccedb1066947716005329f67f54e7a Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Wed, 15 Jun 2022 14:22:52 +0100 Subject: [PATCH 14/18] Updated K-Means Clustering to Include Plot Func. --- .../noise_analysis_SD_kmeans_Clustering.py | 81 ++++++++++++++----- 1 file changed, 60 insertions(+), 21 deletions(-) diff --git a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py index 0742be7..4fe8f89 100644 --- a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py +++ b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py @@ -10,20 +10,12 @@ from channeldepth import * from sklearn.cluster import KMeans -from pixels import Experiment -from pixels.behaviours.leverpush import LeverPush -from pixels.behaviours.pushpull import PushPull -from pixels.behaviours.reach import Reach -from pixels.behaviours.no_behaviour import NoBehaviour - import numpy as np import pandas as pd import seaborn as sns import datetime import matplotlib.pyplot as plt -from pixtools import clusters -from pixtools import utils def noise_per_channeldepth(myexp): """ @@ -31,37 +23,45 @@ def noise_per_channeldepth(myexp): myexp: the experiment defined in base.py, will extract the depth information from here. """ - noise = pd.DataFrame(columns=["session", "project", "SDs", "x", "y"]) # Create the empty array to hold the noise information - depths = meta_spikeglx(myexp, 0) - depths = depths.to_dataframe() - coords = depths[["x", "y"]] # Create a dataframe containing the generic x and y coords. + noise = pd.DataFrame( + columns=["session", "project", "SDs", "x", "y"] + ) # Create the empty array to hold the noise information + depths = meta_spikeglx(myexp, 0) + depths = depths.to_dataframe() + coords = depths[ + ["x", "y"] + ] # Create a dataframe containing the generic x and y coords. tot_noise = [] - #Iterate through each session, taking the noise for each file and loading them into one continuous data frame. + # Iterate through each session, taking the noise for each file and loading them into one continuous data frame. for s, session in enumerate(myexp): for i in range(len(session.files)): path = session.processed / f"noise_{i}.json" with path.open() as fd: ses_noise = json.load(fd) - + chan_noises = [] - for j, SD in enumerate(ses_noise["SDs"][0:-1]): #This will iterate over first 384 channels, and exclude the sync channel + for j, SD in enumerate( + ses_noise["SDs"][0:-1] + ): # This will iterate over first 384 channels, and exclude the sync channel x = coords["x"].iloc[j] y = coords["y"].iloc[j] noise_row = pd.DataFrame.from_records( - {"session":[session.name], "SDs":[SD], "x": x, "y": y} + {"session": [session.name], "SDs": [SD], "x": x, "y": y} ) chan_noises.append(noise_row) - #Take all datafrom channel noises for a session, then concatenate + # Take all datafrom channel noises for a session, then concatenate noise = pd.concat(chan_noises) - tot_noise.append(noise) #Take all channel noises and add to a master file - df2 = pd.concat(tot_noise) #Convert this master file, containing every sessions noise data into a dataframe - + tot_noise.append(noise) # Take all channel noises and add to a master file + df2 = pd.concat( + tot_noise + ) # Convert this master file, containing every sessions noise data into a dataframe + return df2 -#Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots +# Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots def elbowplot(data, myexp): """ @@ -107,3 +107,42 @@ def elbowplot(data, myexp): plt.show() +def clusterplot(data, myexp, cluster_num): + """ + Function takes the noise per channel and depth information, produced by noise_per_channeldepth() and produces a clusterplot. + Clustering is performed by K-means analysis, elbow plot should be produced by elbowplot() to determine optimal cluster number. + + data: data produced by noise_per_channel_depth() containing channel ID, coordinate, and recording noise for each session in the exp class + + myexp: the exp class containing mouse IDs + + cluster_num: the number of clusters to produce through the k-means analysis, determined by qualitative analysis of elbow plots. (where the "bow" of the line occurs) + + """ + + # First define k-means parameters for clustering + kmeans = KMeans( + init="random", # Initiate the iterative analysis with random centres + n_clusters=cluster_num, # How many clusters to bin the data into, based on the elbow analysis! + n_init=10, # Number of centroids to generate initially + max_iter=300, # Max number of iterations before ceasing analysis + random_state=42, # The random number seed for centroid generation, can really be anything for our purposes + ) + + df2 = data + for s, session in enumerate(myexp): + name = session.name + + ses = df2.loc[df2["session"] == name] + sd = ses["SDs"].values.reshape(-1, 1) + y_means = kmeans.fit_predict(sd) + + # Now plot the kmeans analysis + # Remember we use our original data (df2) but use the df3 analysis to generate the labels + plt.scatter(ses["y"], ses["SDs"], c=y_means, cmap="viridis") + + plt.xlabel("Probe Channel Y-Coordinate") + plt.ylabel("Channel Noise (SD)") + plt.title(f"{name} Channel Noise k-Mean Clustering Analysis") + + plt.show() From 7c37a039d01b58dc926d10c9eb244eaefcf83179 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Wed, 15 Jun 2022 14:25:37 +0100 Subject: [PATCH 15/18] Added plot function to SD clustering --- .../FullAnalysis/FanoFactorCalc.py | 632 ++++++++++++++++-- .../Aidan_Analysis/FullAnalysis/functions.py | 280 ++++++++ .../FullAnalysis/noiseplot_SD_Clustering.py | 20 +- 3 files changed, 881 insertions(+), 51 deletions(-) diff --git a/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py b/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py index 7899e84..1c874d2 100644 --- a/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py +++ b/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py @@ -1,7 +1,9 @@ # First import required packages from argparse import Action +from curses import raw +import math -from matplotlib.pyplot import xlim +from matplotlib.pyplot import axvline, xlim from base import * import numpy as np import pandas as pd @@ -18,12 +20,17 @@ per_trial_raster, per_trial_binning, per_unit_spike_rate, + bin_data_average ) #%% # First, select only units from correct trials, of good quality, and within m2 units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) +l23_units = myexp.select_units(group="good", name="layerII/III", min_depth=200, max_depth=375) +l5_units = myexp.select_units(group="good", name="layerV", min_depth=375, max_depth=815) +l6_units = myexp.select_units(group="good", name="layerVI", min_depth=815, max_depth=1200) + # Now align these firing rates to the point at which the trial began duration = 4 # we want the 3s after trial began to capture the whole range. @@ -39,9 +46,76 @@ ["session", "trial", "unit"], axis=1 ) # reorder the levels +l23_spike_times = myexp.align_trials( + ActionLabels.clean, + Events.reach_onset, + "spike_times", + duration=duration, + units=l23_units, +) +l23_spike_times = l23_spike_times.reorder_levels( + ["session", "trial", "unit"], axis=1 +) # reorder the levels + +l5_spike_times = myexp.align_trials( + ActionLabels.clean, + Events.reach_onset, + "spike_times", + duration=duration, + units=l5_units, +) +l5_spike_times = l5_spike_times.reorder_levels( + ["session", "trial", "unit"], axis=1 +) # reorder the levels + +l6_spike_times = myexp.align_trials( + ActionLabels.clean, + Events.reach_onset, + "spike_times", + duration=duration, + units=l6_units, +) +l6_spike_times = l6_spike_times.reorder_levels( + ["session", "trial", "unit"], axis=1 +) # reorder the levels + firing_rates = myexp.align_trials( ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=units ) +l23_firing_rates = myexp.align_trials( + ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=l23_units +) +l23_firing_rates = l23_firing_rates.reorder_levels( + ["session", "unit", "trial"], axis=1 +) # reorder the levels + +l5_firing_rates = myexp.align_trials( + ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=l5_units +) +l5_firing_rates = l5_firing_rates.reorder_levels( + ["session", "unit", "trial"], axis=1 +) # reorder the levels + +l6_firing_rates = myexp.align_trials( + ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=l6_units +) +l6_firing_rates = l6_firing_rates.reorder_levels( + ["session", "unit", "trial"], axis=1 +) # reorder the levels + +#Take average firing rates +l23_firing_rates = per_trial_binning(l23_firing_rates, myexp, timespan=duration, bin_size=0.1) +l23_means = bin_data_average(l23_firing_rates) +l23_means = l23_means.mean() + +l5_firing_rates = per_trial_binning(l5_firing_rates, myexp, timespan=duration, bin_size=0.1) +l5_means = bin_data_average(l5_firing_rates) +l5_means = l5_means.mean() + +l6_firing_rates = per_trial_binning(l6_firing_rates, myexp, timespan=duration, bin_size=0.1) +l6_means = bin_data_average(l6_firing_rates) +l6_means = l6_means.mean() + # From this, must now calculate the point at which the LED turned off in each trial. # Will allow plotting of off time. off_times = event_times("led_off", myexp) # time after LED on when trial finished @@ -50,7 +124,9 @@ # Now shall define a function to calculate per Trial FF -def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): +def cross_trial_FF( + spike_times, exp, duration, bin_size, cache_name, ff_iterations=50, mean_matched=False, raw_values=False +): """ This function will take raw spike times calculated through the exp.align_trials method and calculate the fano factor for each trial, cross units or for individual units, if mean matched is False. @@ -67,9 +143,14 @@ def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): bin_size: the size of the bins to split the trial duration by (in s) + name: the name to cache the results under + mean_matched: Whether to apply mean matching adjustment (as defined by Churchland 2010) to correct for large changes in unit mean firing rates across trials If this is False, the returned dataframe will be of unadjusted single unit FFs + raw_values: Whether to return the raw values rather than mean FFs + + ff_iterations: The number of times to repeat the random mean-matched sampling when calculating population fano factor (default 50) """ # First create bins that the data shall be categorised into @@ -77,12 +158,17 @@ def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): bin_size = bin_size * 1000 bins = np.arange((-duration / 2), (duration / 2), bin_size) all_FF = pd.DataFrame() + # First split data by session for s, session in enumerate(myexp): ses_data = spike_times[s] ses_data = ses_data.reorder_levels(["unit", "trial"], axis=1) name = session.name - session_FF = pd.DataFrame() + session_FF = {} + session_se = {} + repeat_FF = pd.DataFrame() + repeat_se = pd.DataFrame() + # Bin the session data ses_vals = ses_data.values @@ -149,36 +235,150 @@ def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): # To do so, shall create a linear regression to calculate FF, for each bin if mean_matched is True: - FanoFactor_scores = {} - for b in unit_bin_means.columns: + bin_heights = {} + """ + First calculate the greatest common distribution for this session's data + 1. Calculate the distribution of mean counts for each timepoint (binned trial time) + 2. Take the smallest height of each bin across timepoints, this will form the height of the GCD's corresponding bin + 3. Save this GCD to allow further mean matching + """ - # Isolate bin values, drop any units that are nonresponsive - bin_means = unit_bin_means[b] - bin_means = pd.Series.to_numpy(bin_means).reshape((-1, 1)) - bin_var = unit_bin_var[b].values - - # Construct linear regression with x axis as mean count, and y axis as variance - raw_FF_model = LinearRegression() - raw_FF_model.fit(bin_means, bin_var) - # TODO: INSERT MEAN MATCHING STAGE - - # plot the slope for each bin as a point on a scatter - FanoFactor_scores.update( - {b: raw_FF_model.coef_} - ) # give the coefficient of the model, representing the slope of the line + # Take each bin, and unit, then calculate the distribution of mean counts + for b in unit_bin_means.columns: - # update session scores - FanoFactors = pd.DataFrame.from_dict(FanoFactor_scores) - FanoFactors.index = [name] - FanoFactors = FanoFactors.rename_axis(columns="bin", index="session") + # Isolate bin values, across units + bin_means = unit_bin_means[b] - all_FF = pd.concat([all_FF, FanoFactors], axis=0) + # Calculate distribution for this time, across units + p = np.histogram(bin_means, bins=9) + + # Save the heights of these bins for each bin + bin_heights.update( + {b: p[0]} + ) # append to a dictionary, where the key is the bin + + # Convert this dictionary to a dataframe, containing the heights of each timepoints distribution + bin_heights = pd.DataFrame.from_dict( + bin_heights, orient="index" + ) # the index of this dataframe will be the binned timepoints + gcd_heights = ( + bin_heights.min() + ) # get the minimum value for each "bin" of the histogram across timepoints + gcd_heights.index += 1 + + # Now may begin mean matching to the gcd + # Take each bin (i.e., timepoint) and calculate the distribution of points + # TODO: Repeat this process 50x with different seeds at each point + print(f"Initiating Mean Matched Fano Factor Calculation for Session {name}") + for iteration in tqdm(range(ff_iterations)): + np.random.seed(iteration) + + for b in unit_bin_means.columns: + timepoint_means = pd.DataFrame(unit_bin_means[b]) + timepoint_edges = pd.DataFrame( + np.histogram(timepoint_means, bins=9)[1] + ) # the left edges of the histogram used to create a distribution + timepoint_var = unit_bin_var[b] + + # split data into bins + binned_data = pd.cut( + np.ndarray.flatten(timepoint_means.values), + np.ndarray.flatten(timepoint_edges.values), + labels=timepoint_edges.index[1:], + include_lowest=True, + ) # seperate raw data into the distribution bins + + timepoint_means["bin"] = binned_data + + # Isolate a single bin from the timepoint histogram + timepoint_FF_mean = {} + timepoint_FF_var = {} + + for i in range(len(timepoint_edges.index)): + if i == 0: + continue + # Bins begin at one, skip first iteration + repeat = True + bin_data = timepoint_means.loc[timepoint_means["bin"] == i] + + while repeat == True: + + # Check if bin height matches gcd height - if it does, append timepoint data to list + + if bin_data.count()["bin"] == gcd_heights[i]: + timepoint_FF_mean.update( + {i: bin_data[bin_data.columns[0]]} + ) # append the bin, and unit/mean count + repeat = False + + # If not, remove randomly points from the dataset one at a time, until they match + else: + dropped_data = np.random.choice( + bin_data.index, 1, replace=False + ) + bin_data = bin_data.drop( + dropped_data + ) # remove one datapoint, then continue with check + + ##Now extract the associated variance for the timepoint + timepoint_FF_mean = pd.DataFrame.from_dict(timepoint_FF_mean) + timepoint_FF_mean = timepoint_FF_mean.melt( + ignore_index=False + ).dropna() + timepoint_FF_var = timepoint_var[ + timepoint_var.index.isin(timepoint_FF_mean.index) + ] + + # Using the count mean and variance of the count, construct a linear regression for the population + # Ensure the origin of the linear model is set as zero + + # Set up data in correct shape + x = np.array(timepoint_FF_mean["value"]).reshape( + (-1, 1) + ) # mean count, the x axis + y = np.array(timepoint_FF_var) + + # Now fit model + timepoint_model = sm.OLS(y,x).fit() + + # The slope (i.e., coefficient of variation) of this model + ff_score = timepoint_model.params[0] + + #Extract the standard error of this model fit + ff_se = timepoint_model.bse[0] + + session_FF.update({b: ff_score}) + session_se.update({b:ff_se}) + # Convert the session's FF to dataframe, then add to a master + session_FF = pd.DataFrame(session_FF, orient="columns", index=[0]) + session_se = pd.DataFrame(session_se, orient="columns", index=[0]) + + repeat_FF = pd.concat([repeat_FF, session_FF], axis=0) + repeat_se = pd.concat([repeat_se, session_se], axis=0) + # Take the average across repeats for each session, add this to a final dataframe for session, timepoint, mean_FF, SE + + for i, cols in enumerate(repeat_FF.iteritems()): + timepoint_vals = repeat_FF.describe()[i] + timepoint_se = repeat_se.describe()[i] + mean = timepoint_vals["mean"] + se = timepoint_se["mean"] + + if raw_values == False: + vals = pd.DataFrame( + {"session": name, "bin": i, "mean FF": mean, "SE": se}, index=[0] + ) + all_FF = pd.concat([all_FF, vals], ignore_index=True) + elif raw_values == True: + repeat_FF["session"] = name + repeat_FF = repeat_FF.set_index("session") + all_FF = pd.concat([all_FF, repeat_FF]) + break elif mean_matched is False: # Remember, this will return the individual FF for each unit, not the population level FF # calculate raw FF for each unit - FanoFactors = pd.DataFrame(columns=["bin", "FF", "session", "unit"]) + session_FF = pd.DataFrame(columns=["bin", "FF", "session", "unit"]) for unit in unit_bin_means.index: unit_FF = pd.DataFrame( unit_bin_var.loc[unit] / unit_bin_means.loc[unit] @@ -189,47 +389,269 @@ def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): unit_FF["session"] = name unit_FF["unit"] = unit - FanoFactors = pd.concat([FanoFactors, unit_FF]) + session_FF = pd.concat([session_FF, unit_FF]) # Reorder columns, then return data - FanoFactors = FanoFactors[["session", "unit", "bin", "FF"]] - FanoFactors.reset_index(drop=True) - all_FF = pd.concat([all_FF, FanoFactors]) + session_FF = session_FF[["session", "unit", "bin", "FF"]] + session_FF.reset_index(drop=True) + all_FF = pd.concat([all_FF, session_FF], axis=0) - ioutils.write_hdf5("/data/aidan/FF_Calculation.h5", all_FF) + # ioutils.write_hdf5( + # f"/data/aidan/{cache_name}_FF_Calculation_mean_matched_{mean_matched}_raw{raw_values}.h5", all_FF + # ) return all_FF - -per_unit_FF = cross_trial_FF( - spike_times=spike_times, exp=myexp, duration=4, bin_size=0.1, mean_matched=False +test=cross_trial_FF( + spike_times=spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="per_unit_FF", + mean_matched=True, + #raw_values=True, + ff_iterations=2, ) # %% # Plot individual unit FFs for each session overlaid on firing rates +# Split this by unit type + +l23_per_unit_FF = cross_trial_FF( + spike_times=l23_spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="per_unit_FF", + mean_matched=False, + ff_iterations=50, +) + +l5_per_unit_FF = cross_trial_FF( + spike_times=l5_spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="per_unit_FF", + mean_matched=False, + ff_iterations=50, +) + +l6_per_unit_FF = cross_trial_FF( + spike_times=l6_spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="per_unit_FF", + mean_matched=False, + ff_iterations=50, +) +#Concatenate data +l23_per_unit_FF["layer"] = "layer 2/3" +l5_per_unit_FF["layer"] = "layer 5" +l6_per_unit_FF["layer"] = "layer 6" + +per_unit_FF = pd.concat([l23_per_unit_FF, l5_per_unit_FF, l6_per_unit_FF], ignore_index=True) + +#First plot layer 2/3 +for s, session in enumerate(myexp): + name = session.name + units = l23_per_unit_FF["unit"].unique() + subplots = Subplots2D(units, sharex=False) + layer= "23" + palette = sns.color_palette() + plt.rcParams["figure.figsize"] = (10, 10) + ses_fr = l23_firing_rates[s] + + for i, un in enumerate(units): + unit_data = l23_per_unit_FF.loc[l23_per_unit_FF["unit"] == un] + unit_data["bin/10"] = unit_data["bin"] / 10 - ( + duration / 2 + ) # convert 100ms bins to seconds relative to action + ax = subplots.axes_flat[i] + ax1 = ax.twinx() # secondary axis for fr + + bins = np.unique(l23_per_unit_FF.loc[l23_per_unit_FF["session"] == name]["bin"].values) + + val_data = ses_fr[un].stack().reset_index() + val_data["y"] = val_data[0] + # num_samples = len(ses_fr[values[0]].columns) + + p = sns.lineplot( + data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" + ) + p.axvline( + len(np.unique(bins)) / 2, + color="green", + ls="--", + ) + # p.autoscale(enable=True, tight=False) + p.set_xticks([]) + p.set_yticks([]) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + ax.set_xlim(bins[0], bins[-1]) + + q = sns.lineplot( + data=val_data, + x="time", + y="y", + ci="sd", + ax=ax1, + linewidth=0.5, + ) + # q.autoscale(enable=True, tight=False) + q.set_yticks([]) + q.set_xticks([]) + ax1.set_xlim(-duration / 2, duration / 2) + #peak = ses_fr[value].values.mean(axis=1).max() + q.get_yaxis().get_label().set_visible(False) + q.get_xaxis().get_label().set_visible(False) + q.axvline(c=palette[1], ls="--", linewidth=0.5) + q.set_box_aspect(1) + + to_label = subplots.axes_flat[0] + to_label.get_yaxis().get_label().set_visible(True) + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xticks([]) + + legend = subplots.legend + + legend.text( + 0, + 0.3, + "Unit ID", + transform=legend.transAxes, + color=palette[0], + ) + legend.set_visible(True) + ticks = list(unit_data["bin"].unique()) + legend.get_xaxis().set_ticks( + ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] + ) + legend.set_xlabel("100ms Bin") + legend.get_yaxis().set_visible(False) + legend.set_box_aspect(1) + + # Overlay firing rates + values = ses_fr.columns.get_level_values("unit").unique() + values.values.sort() + # num_samples = len(ses_fr[values[0]].columns) + + plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + + utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True) for s, session in enumerate(myexp): name = session.name - units = per_unit_FF["unit"].unique() + units = l5_per_unit_FF["unit"].unique() subplots = Subplots2D(units, sharex=False) + layer= "5" + palette = sns.color_palette() + plt.rcParams["figure.figsize"] = (10, 10) + ses_fr = l5_firing_rates[s] + + for i, un in enumerate(units): + unit_data = l5_per_unit_FF.loc[l5_per_unit_FF["unit"] == un] + unit_data["bin/10"] = unit_data["bin"] / 10 - ( + duration / 2 + ) # convert 100ms bins to seconds relative to action + ax = subplots.axes_flat[i] + ax1 = ax.twinx() # secondary axis for fr + + bins = np.unique(l5_per_unit_FF.loc[l5_per_unit_FF["session"] == name]["bin"].values) + + val_data = ses_fr[un].stack().reset_index() + val_data["y"] = val_data[0] + # num_samples = len(ses_fr[values[0]].columns) + + p = sns.lineplot( + data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" + ) + p.axvline( + len(np.unique(bins)) / 2, + color="green", + ls="--", + ) + # p.autoscale(enable=True, tight=False) + p.set_xticks([]) + p.set_yticks([]) + p.get_yaxis().get_label().set_visible(False) + p.get_xaxis().get_label().set_visible(False) + ax.set_xlim(bins[0], bins[-1]) + + q = sns.lineplot( + data=val_data, + x="time", + y="y", + ci="sd", + ax=ax1, + linewidth=0.5, + ) + # q.autoscale(enable=True, tight=False) + q.set_yticks([]) + q.set_xticks([]) + ax1.set_xlim(-duration / 2, duration / 2) + #peak = ses_fr[value].values.mean(axis=1).max() + q.get_yaxis().get_label().set_visible(False) + q.get_xaxis().get_label().set_visible(False) + q.axvline(c=palette[1], ls="--", linewidth=0.5) + q.set_box_aspect(1) + + to_label = subplots.axes_flat[0] + to_label.get_yaxis().get_label().set_visible(True) + to_label.get_xaxis().get_label().set_visible(True) + to_label.set_xticks([]) + + legend = subplots.legend + + legend.text( + 0, + 0.3, + "Unit ID", + transform=legend.transAxes, + color=palette[0], + ) + legend.set_visible(True) + ticks = list(unit_data["bin"].unique()) + legend.get_xaxis().set_ticks( + ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] + ) + legend.set_xlabel("100ms Bin") + legend.get_yaxis().set_visible(False) + legend.set_box_aspect(1) + + # Overlay firing rates + values = ses_fr.columns.get_level_values("unit").unique() + values.values.sort() + # num_samples = len(ses_fr[values[0]].columns) + + plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True) + +for s, session in enumerate(myexp): + name = session.name + units = l6_per_unit_FF["unit"].unique() + subplots = Subplots2D(units, sharex=False) + layer= "6" palette = sns.color_palette() plt.rcParams["figure.figsize"] = (10, 10) - ses_fr = firing_rates[s] + ses_fr = l6_firing_rates[s] for i, un in enumerate(units): - unit_data = per_unit_FF.loc[per_unit_FF["unit"] == un] + unit_data = l6_per_unit_FF.loc[l6_per_unit_FF["unit"] == un] unit_data["bin/10"] = unit_data["bin"] / 10 - ( duration / 2 ) # convert 100ms bins to seconds relative to action ax = subplots.axes_flat[i] ax1 = ax.twinx() # secondary axis for fr - bins = np.unique(per_unit_FF.loc[per_unit_FF["session"] == name]["bin"].values) + bins = np.unique(l6_per_unit_FF.loc[l6_per_unit_FF["session"] == name]["bin"].values) val_data = ses_fr[un].stack().reset_index() val_data["y"] = val_data[0] - num_samples = len(ses_fr[values[0]].columns) + # num_samples = len(ses_fr[values[0]].columns) p = sns.lineplot( data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" @@ -258,7 +680,7 @@ def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): q.set_yticks([]) q.set_xticks([]) ax1.set_xlim(-duration / 2, duration / 2) - peak = ses_fr[value].values.mean(axis=1).max() + #peak = ses_fr[value].values.mean(axis=1).max() q.get_yaxis().get_label().set_visible(False) q.get_xaxis().get_label().set_visible(False) q.axvline(c=palette[1], ls="--", linewidth=0.5) @@ -290,9 +712,137 @@ def cross_trial_FF(spike_times, exp, duration, bin_size, mean_matched=False): # Overlay firing rates values = ses_fr.columns.get_level_values("unit").unique() values.values.sort() - num_samples = len(ses_fr[values[0]].columns) + # num_samples = len(ses_fr[values[0]].columns) plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") - utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor", nosize=True) + utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True) + +# %% +# Plot population FF changes + +population_FF_l23 = cross_trial_FF( + spike_times=l23_spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="l23", + mean_matched=True, + ff_iterations=50, +) +population_FF_l5 = cross_trial_FF( + spike_times=l5_spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="l5", + mean_matched=True, + ff_iterations=50, +) +population_FF_l6 = cross_trial_FF( + spike_times=l6_spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="l6", + mean_matched=True, + ff_iterations=50, +) + +#%% +#Plot lines for each layer +fig, ax = plt.subplots(2, figsize=(10,10)) +bin_size = 0.1 +ax1 = ax[0] +#First layer 2/3 +mean = population_FF_l23["mean FF"] +se = population_FF_l23["SE"] +x = (population_FF_l23["bin"]*bin_size)-2 +lower = mean - se +upper = mean + se + +ax1.plot(x, mean, label = "Layer 2/3", color="blue") +ax1.plot(x, lower, color="tab:blue", alpha=0.1) +ax1.plot(x, upper, color="tab:blue", alpha=0.1) +ax1.fill_between(x, lower, upper, alpha=0.2) + +#Then layer 5 +mean = population_FF_l5["mean FF"] +se = population_FF_l5["SE"] +x = (population_FF_l5["bin"]*bin_size)-2 +lower = mean - se +upper = mean + se + +ax1.plot(x, mean, label = "Layer 5", color="orange") +ax1.plot(x, lower, color="tab:orange", alpha=0.1) +ax1.plot(x, upper, color="tab:orange", alpha=0.1) +ax1.fill_between(x, lower, upper, alpha=0.2) + +#Finally, layer 6 +mean = population_FF_l6["mean FF"] +se = population_FF_l6["SE"] +x = (population_FF_l6["bin"]*bin_size)-2 +lower = mean - se +upper = mean + se + +ax1.plot(x, mean, label = "Layer 6", color="green") +ax1.plot(x, lower, color="tab:green", alpha=0.1) +ax1.plot(x, upper, color="tab:green", alpha=0.1) +ax1.fill_between(x, lower, upper, alpha=0.2) + +#Now set axes +ax1.set_ylabel("Mean Matched Fano Factor") +ax1.set_xticklabels([]) +ax1.axvline(x=0, color="black", ls="--") +ax1.set_ylim(0) +ax1.legend() + + +plt.suptitle(f"Population Level Fano Factor - Aligned to Reach Onset - Session {myexp[0].name}", y=0.9) + +#Now plot firing rates +ax2 = ax[1] + +ax2.plot(x, l23_means, color="blue") +ax2.plot(x, l5_means, color="orange") +ax2.plot(x, l6_means, color="green") +ax2.axvline(x=0, color="black", ls="--") +ax2.set_title("Population Level Firing Rate") +ax2.set_ylabel("Mean Firing Rate (Hz)") +ax2.set_xlabel("Time Relative to Reach Onset (s)") +ax2.set_ylim(0) +utils.save(f"/home/s1735718/Figures/{myexp[0].name}_population_FanoFactor", nosize=True) +plt.show() # %% +#Plot undivided fano factor for the population +population_FF = cross_trial_FF( + spike_times=spike_times, + exp=myexp, + duration=4, + bin_size=0.1, + cache_name="population", + mean_matched=True, + ff_iterations=50, +) + +bin_size = 0.1 +fig, ax = plt.subplots() +mean = population_FF["mean FF"] +se = population_FF["SE"] +upper = mean + se +lower = mean - se +x = (population_FF["bin"]*bin_size)-2 + +ax.plot(x, mean, label = "Layer 6", color="purple") +ax.plot(x, lower, color="tab:purple", alpha=0.1) +ax.plot(x, upper, color="tab:purple", alpha=0.1) +ax.fill_between(x, lower, upper, alpha=0.2) + +ax.set_ylabel("Mean Matched Fano Factor") +ax.set_xlabel("Duration Relative to Reach Onset (s)") +ax.axvline(x=0, color="black", ls="--") +ax.set_ylim(0) + + +utils.save(f"/home/s1735718/Figures/{myexp[0].name}_population_FanoFactor_unsplit", nosize=True) +plt.show() \ No newline at end of file diff --git a/projects/Aidan_Analysis/FullAnalysis/functions.py b/projects/Aidan_Analysis/FullAnalysis/functions.py index 6aa5d99..b4d8672 100644 --- a/projects/Aidan_Analysis/FullAnalysis/functions.py +++ b/projects/Aidan_Analysis/FullAnalysis/functions.py @@ -1426,3 +1426,283 @@ def unit_delta(glm, myexp, bin_data, bin_duration, sig_only, percentage_change): ses_deltas.append(final_deltas) return ses_deltas + + +def cross_trial_FF( + spike_times, + exp, + duration, + bin_size, + cache_name, + ff_iterations=50, + mean_matched=False, + raw_values=False, +): + """ + This function will take raw spike times calculated through the exp.align_trials method and calculate the fano factor for each trial, cross units + or for individual units, if mean matched is False. + + ------------------------------------------------------------------------ + |NB: Output of the function is saved to an h5 file as "FF_Calculation" | + ------------------------------------------------------------------------ + + spike_times: The raw spike time data produced by the align_trials method + + exp: the experimental cohort defined in base.py (through the Experiment class) + + duration: the window of the aligned data (in s) + + bin_size: the size of the bins to split the trial duration by (in s) + + name: the name to cache the results under + + mean_matched: Whether to apply mean matching adjustment (as defined by Churchland 2010) to correct for large changes in unit mean firing rates across trials + If this is False, the returned dataframe will be of unadjusted single unit FFs + + raw_values: Whether to return the raw values rather than mean FFs + + ff_iterations: The number of times to repeat the random mean-matched sampling when calculating population fano factor (default 50) + + """ + # First create bins that the data shall be categorised into + duration = duration * 1000 # convert s to ms + bin_size = bin_size * 1000 + bins = np.arange((-duration / 2), (duration / 2), bin_size) + all_FF = pd.DataFrame() + + # First split data by session + for s, session in enumerate(myexp): + ses_data = spike_times[s] + ses_data = ses_data.reorder_levels(["unit", "trial"], axis=1) + name = session.name + session_FF = {} + repeat_FF = pd.DataFrame() + + # Bin the session data + ses_vals = ses_data.values + bin_ids = np.digitize(ses_vals[~np.isnan(ses_vals)], bins, right=True) + + # Then by unit + unit_bin_means = [] + unit_bin_var = [] + + print(f"beginning mean/variance calculation for session {name}") + keys = [] + for t in tqdm(ses_data.columns.get_level_values("unit").unique()): + unit_data = ses_data[t] # take each unit values for all trials + unit_data = ( + unit_data.melt().dropna() + ) # Pivot this data and drop missing values + + # Once these values have been isolated, can begin FF calculation. + unit_data["bin"] = np.digitize(unit_data["value"], bins, right=True) + + bin_count_means = [] + bin_count_var = [] + + for b in np.unique(bin_ids): + bin_data = unit_data.loc[unit_data["bin"] == b] + + # Calculate the count mean of this bin, i.e., the average number of events per trial + bin_count_mean = ( + bin_data.groupby("trial").count().mean()["value"] + ) # the average number of spikes per unit in this bin + + # If there are any bins where no spikes occurred (i.e, empty dataframes) then return zero + if np.isnan(bin_count_mean): + bin_count_mean = 0 + + bin_count_means.append(bin_count_mean) + + # Now calculate variance of the event count + bin_var = np.var(bin_data.groupby("trial").count()["value"]) + + # Again return zero if no events + if np.isnan(bin_var): + bin_var = 0 + + bin_count_var.append(bin_var) + + # These values will make up a single point on the scatterplots used to calculate cross-unit FF + # Append to list containing values for each unit, across trials + + unit_bin_means.append(bin_count_means) + unit_bin_var.append(bin_count_var) + keys.append(t) + + # Now convert this to a dataframe + unit_bin_means = pd.DataFrame.from_records(unit_bin_means, index=keys) + unit_bin_means.index.name = "unit" + unit_bin_means.columns.name = "bin" + + unit_bin_var = pd.DataFrame.from_records(unit_bin_var, index=keys) + unit_bin_var.index.name = "unit" + unit_bin_var.columns.name = "bin" + + # can now use this information to calculate FF, and include any potential adjustments needed. + # To do so, shall create a linear regression to calculate FF, for each bin + + if mean_matched is True: + bin_heights = {} + """ + First calculate the greatest common distribution for this session's data + 1. Calculate the distribution of mean counts for each timepoint (binned trial time) + 2. Take the smallest height of each bin across timepoints, this will form the height of the GCD's corresponding bin + 3. Save this GCD to allow further mean matching + """ + + # Take each bin, and unit, then calculate the distribution of mean counts + for b in unit_bin_means.columns: + + # Isolate bin values, across units + bin_means = unit_bin_means[b] + + # Calculate distribution for this time, across units + p = np.histogram(bin_means, bins=9) + + # Save the heights of these bins for each bin + bin_heights.update( + {b: p[0]} + ) # append to a dictionary, where the key is the bin + + # Convert this dictionary to a dataframe, containing the heights of each timepoints distribution + bin_heights = pd.DataFrame.from_dict( + bin_heights, orient="index" + ) # the index of this dataframe will be the binned timepoints + gcd_heights = ( + bin_heights.min() + ) # get the minimum value for each "bin" of the histogram across timepoints + gcd_heights.index += 1 + + # Now may begin mean matching to the gcd + # Take each bin (i.e., timepoint) and calculate the distribution of points + # TODO: Repeat this process 50x with different seeds at each point + print(f"Initiating Mean Matched Fano Factor Calculation for Session {name}") + for iteration in tqdm(range(ff_iterations)): + np.random.seed(iteration) + + for b in unit_bin_means.columns: + timepoint_means = pd.DataFrame(unit_bin_means[b]) + timepoint_edges = pd.DataFrame( + np.histogram(timepoint_means, bins=9)[1] + ) # the left edges of the histogram used to create a distribution + timepoint_var = unit_bin_var[b] + + # split data into bins + binned_data = pd.cut( + np.ndarray.flatten(timepoint_means.values), + np.ndarray.flatten(timepoint_edges.values), + labels=timepoint_edges.index[1:], + include_lowest=True, + ) # seperate raw data into the distribution bins + + timepoint_means["bin"] = binned_data + + # Isolate a single bin from the timepoint histogram + timepoint_FF_mean = {} + timepoint_FF_var = {} + + for i in range(len(timepoint_edges.index)): + if i == 0: + continue + # Bins begin at one, skip first iteration + repeat = True + bin_data = timepoint_means.loc[timepoint_means["bin"] == i] + + while repeat == True: + + # Check if bin height matches gcd height - if it does, append timepoint data to list + + if bin_data.count()["bin"] == gcd_heights[i]: + timepoint_FF_mean.update( + {i: bin_data[bin_data.columns[0]]} + ) # append the bin, and unit/mean count + repeat = False + + # If not, remove randomly points from the dataset one at a time, until they match + else: + dropped_data = np.random.choice( + bin_data.index, 1, replace=False + ) + bin_data = bin_data.drop( + dropped_data + ) # remove one datapoint, then continue with check + + ##Now extract the associated variance for the timepoint + timepoint_FF_mean = pd.DataFrame.from_dict(timepoint_FF_mean) + timepoint_FF_mean = timepoint_FF_mean.melt( + ignore_index=False + ).dropna() + timepoint_FF_var = timepoint_var[ + timepoint_var.index.isin(timepoint_FF_mean.index) + ] + + # Using the count mean and variance of the count, construct a linear regression for the population + # Ensure the origin of the linear model is set as zero + model = LinearRegression( + fit_intercept=False + ) # set the intercept as zero rather than fitting it + + # Set up data in correct shape + x = np.array(timepoint_FF_mean["value"]).reshape( + (-1, 1) + ) # mean count, the x axis + y = np.array(timepoint_FF_var) + + # Now fit model + timepoint_model = model.fit(x, y) + + # The slope (i.e., coefficient of variation) of this model + ff_score = timepoint_model.coef_ + session_FF.update({b: ff_score}) + + # Convert the session's FF to dataframe, then add to a master + session_FF = pd.DataFrame.from_dict(session_FF) + repeat_FF = pd.concat([repeat_FF, session_FF], axis=0) + + # Take the average across repeats for each session, add this to a final dataframe for session, timepoint, mean_FF, SE + + for i, cols in enumerate(repeat_FF.iteritems()): + timepoint_vals = repeat_FF.describe()[i] + std = timepoint_vals["std"] + mean = timepoint_vals["mean"] + se = std / math.sqrt(timepoint_vals["count"]) + + if raw_values == False: + vals = pd.DataFrame( + {"session": name, "bin": i, "mean FF": mean, "SE": se}, + index=[0], + ) + all_FF = pd.concat([all_FF, vals], ignore_index=True) + elif raw_values == True: + repeat_FF["session"] = name + repeat_FF = repeat_FF.set_index("session") + all_FF = pd.concat([all_FF, repeat_FF]) + break + + elif mean_matched is False: + # Remember, this will return the individual FF for each unit, not the population level FF + # calculate raw FF for each unit + session_FF = pd.DataFrame(columns=["bin", "FF", "session", "unit"]) + for unit in unit_bin_means.index: + unit_FF = pd.DataFrame( + unit_bin_var.loc[unit] / unit_bin_means.loc[unit] + ).rename( + columns={unit: "FF"} + ) # return all bins for this unit + unit_FF = unit_FF.reset_index() + unit_FF["session"] = name + unit_FF["unit"] = unit + + session_FF = pd.concat([session_FF, unit_FF]) + + # Reorder columns, then return data + session_FF = session_FF[["session", "unit", "bin", "FF"]] + session_FF.reset_index(drop=True) + all_FF = pd.concat([all_FF, session_FF], axis=0) + + ioutils.write_hdf5( + f"/data/aidan/{cache_name}_FF_Calculation_mean_matched_{mean_matched}_raw{raw_values}.h5", + all_FF, + ) + return all_FF diff --git a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py index b893a06..634bc3b 100644 --- a/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py +++ b/projects/Aidan_Analysis/FullAnalysis/noiseplot_SD_Clustering.py @@ -232,20 +232,20 @@ def elbowplot(data, myexp): # session.processed /"depths.txt" -for s, session in enumerate(myexp): - name = session.name +# for s, session in enumerate(myexp): +# name = session.name - ses_data = brain_boundaries.loc[brain_boundaries["session"] == name] +# ses_data = brain_boundaries.loc[brain_boundaries["session"] == name] - # open path, rename file - #os.rename(Path(session.processed / "depth.txt"), Path(session.processed / "depth.txt.histology")) +# # open path, rename file +# #os.rename(Path(session.processed / "depth.txt"), Path(session.processed / "depth.txt.histology")) - # Create depths.txt - with open(Path(session.processed / "depth.txt"), "w") as f: +# # Create depths.txt +# with open(Path(session.processed / "depth.txt"), "w") as f: - #Write the probe y value to the file - f.write(str(ses_data["y coordinate"].values[0])) - f.write("\n") +# #Write the probe y value to the file +# f.write(str(ses_data["y coordinate"].values[0])) +# f.write("\n") # %% From 266c5676153b2e9f4b57a202ae7ca8cfcdd76c05 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Wed, 15 Jun 2022 15:04:23 +0100 Subject: [PATCH 16/18] Updated functions to return axes --- .../noise_analysis_SD_kmeans_Clustering.py | 27 +++++++++++++++---- 1 file changed, 22 insertions(+), 5 deletions(-) diff --git a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py index 4fe8f89..25512a3 100644 --- a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py +++ b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py @@ -15,6 +15,22 @@ import seaborn as sns import datetime import matplotlib.pyplot as plt +import probeinterface as pi + + +def meta_spikeglx(exp, session): + """ + Simply extracts channel depth from probe metadata. + + exp: exp class containing mouse IDs + + session: specific recording session to extract information from + """ + meta = exp[session].files[0]["spike_meta"] + data_path = myexp[session].find_file(meta) + data = pi.read_spikeglx(data_path) + + return data def noise_per_channeldepth(myexp): @@ -104,7 +120,8 @@ def elbowplot(data, myexp): f"Determining Optimal Number of Clusters for Analysis - Session {name}" ) - plt.show() + f = plt.gca() + return f def clusterplot(data, myexp, cluster_num): @@ -128,12 +145,11 @@ def clusterplot(data, myexp, cluster_num): max_iter=300, # Max number of iterations before ceasing analysis random_state=42, # The random number seed for centroid generation, can really be anything for our purposes ) - - df2 = data + for s, session in enumerate(myexp): name = session.name - ses = df2.loc[df2["session"] == name] + ses = data.loc[data["session"] == name] sd = ses["SDs"].values.reshape(-1, 1) y_means = kmeans.fit_predict(sd) @@ -145,4 +161,5 @@ def clusterplot(data, myexp, cluster_num): plt.ylabel("Channel Noise (SD)") plt.title(f"{name} Channel Noise k-Mean Clustering Analysis") - plt.show() + f = plt.gca() + return f From 49d6914412e057ecfcb27e2757bd8b769a7482ef Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Wed, 15 Jun 2022 15:19:25 +0100 Subject: [PATCH 17/18] Updated imports, removed typos/comments --- .../noise_analysis_SD_kmeans_Clustering.py | 17 ++++------------- 1 file changed, 4 insertions(+), 13 deletions(-) diff --git a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py index 25512a3..0da334e 100644 --- a/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py +++ b/pixtools/clusters/noise_analysis_SD_kmeans_Clustering.py @@ -1,19 +1,11 @@ -# Unlike other noiseplot file (by channel) this file will cluster the SDs, allowing for a mean square analysis -# If there are distinct clusters able to be seperated by depth, it will indicate that there is a clear relationship to noise - # First import required packages import sys import json - -from turtle import fd -from channeldepth import * -from channeldepth import * from sklearn.cluster import KMeans import numpy as np import pandas as pd import seaborn as sns -import datetime import matplotlib.pyplot as plt import probeinterface as pi @@ -27,7 +19,7 @@ def meta_spikeglx(exp, session): session: specific recording session to extract information from """ meta = exp[session].files[0]["spike_meta"] - data_path = myexp[session].find_file(meta) + data_path = exp[session].find_file(meta) data = pi.read_spikeglx(data_path) return data @@ -77,16 +69,15 @@ def noise_per_channeldepth(myexp): return df2 -# Now determine the optimal number of clusters to use in the K-means analysis by producing elbow plots def elbowplot(data, myexp): """ - This function takes data formatted according to the function above, containing the noise values for all channels + This function takes data formatted according to noise_per_channeldepth(), containing the noise values for all channels Will iterate through each experimental session, producing the appropriate graph. Should take the optimal number of clusters as the point at which the elbow bends. This point is defined as the boundary where additional clusters no longer explain much more variance in the data. - data: The dataframe, as formatted by noise_per_channel() + data: The dataframe, as formatted by noise_per_channeldepth() myexp: The experiment, defined in base.py containing the session information. @@ -154,7 +145,7 @@ def clusterplot(data, myexp, cluster_num): y_means = kmeans.fit_predict(sd) # Now plot the kmeans analysis - # Remember we use our original data (df2) but use the df3 analysis to generate the labels + # Remember we use our original data (ses) but use the clustering analysis to generate the labels plt.scatter(ses["y"], ses["SDs"], c=y_means, cmap="viridis") plt.xlabel("Probe Channel Y-Coordinate") From cbb794e90d2d60214497169004b96d02974edc68 Mon Sep 17 00:00:00 2001 From: Aidan-MT Date: Fri, 17 Jun 2022 13:05:49 +0100 Subject: [PATCH 18/18] Updated functions script with fano factor calculations, added two new files containing fano factor analyses --- .../FullAnalysis/FanoFactorCalc.py | 1075 ++++++++++------- .../FullAnalysis/FanoFactor_Epochs.py | 37 + .../Aidan_Analysis/FullAnalysis/functions.py | 101 +- 3 files changed, 745 insertions(+), 468 deletions(-) create mode 100644 projects/Aidan_Analysis/FullAnalysis/FanoFactor_Epochs.py diff --git a/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py b/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py index 1c874d2..f8c77dd 100644 --- a/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py +++ b/projects/Aidan_Analysis/FullAnalysis/FanoFactorCalc.py @@ -20,19 +20,23 @@ per_trial_raster, per_trial_binning, per_unit_spike_rate, - bin_data_average + bin_data_average, ) #%% # First, select only units from correct trials, of good quality, and within m2 units = myexp.select_units(group="good", name="m2", min_depth=200, max_depth=1200) -l23_units = myexp.select_units(group="good", name="layerII/III", min_depth=200, max_depth=375) +l23_units = myexp.select_units( + group="good", name="layerII/III", min_depth=200, max_depth=375 +) l5_units = myexp.select_units(group="good", name="layerV", min_depth=375, max_depth=815) -l6_units = myexp.select_units(group="good", name="layerVI", min_depth=815, max_depth=1200) +l6_units = myexp.select_units( + group="good", name="layerVI", min_depth=815, max_depth=1200 +) # Now align these firing rates to the point at which the trial began -duration = 4 # we want the 3s after trial began to capture the whole range. +duration = 8 # Specifically, to calculate FANO FACTOR we need to get the exact spike times. spike_times = myexp.align_trials( @@ -82,39 +86,62 @@ firing_rates = myexp.align_trials( ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=units ) -l23_firing_rates = myexp.align_trials( - ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=l23_units -) -l23_firing_rates = l23_firing_rates.reorder_levels( - ["session", "unit", "trial"], axis=1 -) # reorder the levels - -l5_firing_rates = myexp.align_trials( - ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=l5_units +firing_rate_means = per_trial_binning( + firing_rates, myexp, timespan=duration, bin_size=0.1 ) -l5_firing_rates = l5_firing_rates.reorder_levels( - ["session", "unit", "trial"], axis=1 -) # reorder the levels - -l6_firing_rates = myexp.align_trials( - ActionLabels.clean, Events.reach_onset, "spike_rate", duration=duration, units=l6_units -) -l6_firing_rates = l6_firing_rates.reorder_levels( - ["session", "unit", "trial"], axis=1 -) # reorder the levels - -#Take average firing rates -l23_firing_rates = per_trial_binning(l23_firing_rates, myexp, timespan=duration, bin_size=0.1) -l23_means = bin_data_average(l23_firing_rates) -l23_means = l23_means.mean() - -l5_firing_rates = per_trial_binning(l5_firing_rates, myexp, timespan=duration, bin_size=0.1) -l5_means = bin_data_average(l5_firing_rates) -l5_means = l5_means.mean() - -l6_firing_rates = per_trial_binning(l6_firing_rates, myexp, timespan=duration, bin_size=0.1) -l6_means = bin_data_average(l6_firing_rates) -l6_means = l6_means.mean() +firing_rate_means = bin_data_average(firing_rate_means) +firing_rate_means = firing_rate_means.mean() +# l23_firing_rates = myexp.align_trials( +# ActionLabels.clean, +# Events.reach_onset, +# "spike_rate", +# duration=duration, +# units=l23_units, +# ) +# l23_firing_rates = l23_firing_rates.reorder_levels( +# ["session", "unit", "trial"], axis=1 +# ) # reorder the levels + +# l5_firing_rates = myexp.align_trials( +# ActionLabels.clean, +# Events.reach_onset, +# "spike_rate", +# duration=duration, +# units=l5_units, +# ) +# l5_firing_rates = l5_firing_rates.reorder_levels( +# ["session", "unit", "trial"], axis=1 +# ) # reorder the levels + +# l6_firing_rates = myexp.align_trials( +# ActionLabels.clean, +# Events.reach_onset, +# "spike_rate", +# duration=duration, +# units=l6_units, +# ) +# l6_firing_rates = l6_firing_rates.reorder_levels( +# ["session", "unit", "trial"], axis=1 +# ) # reorder the levels + +# Take average firing rates +# l23_firing_rates = per_trial_binning( +# l23_firing_rates, myexp, timespan=duration, bin_size=0.1 +# ) +# l23_means = bin_data_average(l23_firing_rates) +# l23_means = l23_means.mean() + +# l5_firing_rates = per_trial_binning( +# l5_firing_rates, myexp, timespan=duration, bin_size=0.1 +# ) +# l5_means = bin_data_average(l5_firing_rates) +# l5_means = l5_means.mean() + +# l6_firing_rates = per_trial_binning( +# l6_firing_rates, myexp, timespan=duration, bin_size=0.1 +# ) +# l6_means = bin_data_average(l6_firing_rates) +# l6_means = l6_means.mean() # From this, must now calculate the point at which the LED turned off in each trial. # Will allow plotting of off time. @@ -125,7 +152,14 @@ def cross_trial_FF( - spike_times, exp, duration, bin_size, cache_name, ff_iterations=50, mean_matched=False, raw_values=False + spike_times, + exp, + duration, + bin_size, + cache_name, + ff_iterations=50, + mean_matched=False, + raw_values=False, ): """ This function will take raw spike times calculated through the exp.align_trials method and calculate the fano factor for each trial, cross units @@ -166,9 +200,11 @@ def cross_trial_FF( name = session.name session_FF = {} session_se = {} + session_ci = {} + repeat_FF = pd.DataFrame() repeat_se = pd.DataFrame() - + repeat_ci = pd.DataFrame() # Bin the session data ses_vals = ses_data.values @@ -243,7 +279,6 @@ def cross_trial_FF( 3. Save this GCD to allow further mean matching """ - # Take each bin, and unit, then calculate the distribution of mean counts for b in unit_bin_means.columns: @@ -269,7 +304,8 @@ def cross_trial_FF( # Now may begin mean matching to the gcd # Take each bin (i.e., timepoint) and calculate the distribution of points - # TODO: Repeat this process 50x with different seeds at each point + # TODO: Update this analysis to utilise a rolling bin approach. I.e, take data at 100ms intervals, then shift the bin 10ms right + print(f"Initiating Mean Matched Fano Factor Calculation for Session {name}") for iteration in tqdm(range(ff_iterations)): np.random.seed(iteration) @@ -340,38 +376,83 @@ def cross_trial_FF( y = np.array(timepoint_FF_var) # Now fit model - timepoint_model = sm.OLS(y,x).fit() + timepoint_model = sm.OLS(y, x).fit() # The slope (i.e., coefficient of variation) of this model ff_score = timepoint_model.params[0] - #Extract the standard error of this model fit + # Extract the confidence interval of this model fit ff_se = timepoint_model.bse[0] + ff_ci = timepoint_model.conf_int()[0] session_FF.update({b: ff_score}) - session_se.update({b:ff_se}) + session_se.update({b: ff_se}) + session_ci.update({b: tuple(ff_ci)}) + # Convert the session's FF to dataframe, then add to a master - session_FF = pd.DataFrame(session_FF, orient="columns", index=[0]) - session_se = pd.DataFrame(session_se, orient="columns", index=[0]) + session_FF = pd.DataFrame(session_FF, index=[0]) + session_se = pd.DataFrame(session_se, index=[0]) + session_ci = pd.DataFrame(session_ci.items()) repeat_FF = pd.concat([repeat_FF, session_FF], axis=0) repeat_se = pd.concat([repeat_se, session_se], axis=0) + repeat_ci = pd.concat([repeat_ci, session_ci], axis=0) + + session_FF = {} + session_se = {} + session_ci = {} + # Take the average across repeats for each session, add this to a final dataframe for session, timepoint, mean_FF, SE for i, cols in enumerate(repeat_FF.iteritems()): - timepoint_vals = repeat_FF.describe()[i] + timepoint_vals = repeat_FF.describe()[i] timepoint_se = repeat_se.describe()[i] + + ci_bins = repeat_ci[0].tolist() + timepoint_ci = pd.DataFrame(repeat_ci[1].tolist()) + timepoint_ci = timepoint_ci.rename( + columns={0: "lower_ci", 1: "upper_ci"} + ).reset_index(drop=True) + timepoint_ci.insert(0, "bin", ci_bins) + mean = timepoint_vals["mean"] se = timepoint_se["mean"] - + lower_ci = timepoint_ci.loc[timepoint_ci["bin"] == i].describe()[ + "lower_ci" + ]["mean"] + upper_ci = timepoint_ci.loc[timepoint_ci["bin"] == i].describe()[ + "upper_ci" + ]["mean"] + if raw_values == False: vals = pd.DataFrame( - {"session": name, "bin": i, "mean FF": mean, "SE": se}, index=[0] + { + "session": name, + "bin": i, + "mean FF": mean, + "SE": se, + "lower_ci": lower_ci, + "upper_ci": upper_ci, + }, + index=[0], ) all_FF = pd.concat([all_FF, vals], ignore_index=True) elif raw_values == True: + repeat_FF = repeat_FF.melt() + repeat_se = repeat_se.melt() + repeat_FF["session"] = name repeat_FF = repeat_FF.set_index("session") + repeat_FF = repeat_FF.rename( + columns={"value": "FF", "variable": "bin"} + ) + + repeat_se["session"] = name + repeat_se = repeat_se.set_index("session") + repeat_FF["se"] = repeat_se["value"] + repeat_FF["lower_ci"] = timepoint_ci["lower_ci"] + repeat_FF["upper_ci"] = timepoint_ci["upper_ci"] + all_FF = pd.concat([all_FF, repeat_FF]) break @@ -396,453 +477,531 @@ def cross_trial_FF( session_FF.reset_index(drop=True) all_FF = pd.concat([all_FF, session_FF], axis=0) - # ioutils.write_hdf5( - # f"/data/aidan/{cache_name}_FF_Calculation_mean_matched_{mean_matched}_raw{raw_values}.h5", all_FF - # ) + ioutils.write_hdf5( + f"/data/aidan/{cache_name}_FF_Calculation_mean_matched_{mean_matched}_raw{raw_values}.h5", + all_FF, + ) return all_FF -test=cross_trial_FF( - spike_times=spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="per_unit_FF", - mean_matched=True, - #raw_values=True, - ff_iterations=2, -) + +# test = cross_trial_FF( +# spike_times=spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="per_unit_FF", +# mean_matched=True, +# ff_iterations=2, +# ) # %% # Plot individual unit FFs for each session overlaid on firing rates # Split this by unit type -l23_per_unit_FF = cross_trial_FF( - spike_times=l23_spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="per_unit_FF", - mean_matched=False, - ff_iterations=50, -) +# l23_per_unit_FF = cross_trial_FF( +# spike_times=l23_spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="per_unit_FF", +# mean_matched=False, +# ff_iterations=50, +# ) + +# l5_per_unit_FF = cross_trial_FF( +# spike_times=l5_spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="per_unit_FF", +# mean_matched=False, +# ff_iterations=50, +# ) + +# l6_per_unit_FF = cross_trial_FF( +# spike_times=l6_spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="per_unit_FF", +# mean_matched=False, +# ff_iterations=50, +# ) +# # Concatenate data +# l23_per_unit_FF["layer"] = "layer 2/3" +# l5_per_unit_FF["layer"] = "layer 5" +# l6_per_unit_FF["layer"] = "layer 6" + +# per_unit_FF = pd.concat( +# [l23_per_unit_FF, l5_per_unit_FF, l6_per_unit_FF], ignore_index=True +# # ) + +# # First plot layer 2/3 +# for s, session in enumerate(myexp): +# name = session.name +# units = l23_per_unit_FF["unit"].unique() +# subplots = Subplots2D(units, sharex=False) +# layer = "23" +# palette = sns.color_palette() +# plt.rcParams["figure.figsize"] = (10, 10) +# ses_fr = l23_firing_rates[s] + +# for i, un in enumerate(units): +# unit_data = l23_per_unit_FF.loc[l23_per_unit_FF["unit"] == un] +# unit_data["bin/10"] = unit_data["bin"] / 10 - ( +# duration / 2 +# ) # convert 100ms bins to seconds relative to action +# ax = subplots.axes_flat[i] +# ax1 = ax.twinx() # secondary axis for fr + +# bins = np.unique( +# l23_per_unit_FF.loc[l23_per_unit_FF["session"] == name]["bin"].values +# ) + +# val_data = ses_fr[un].stack().reset_index() +# val_data["y"] = val_data[0] +# # num_samples = len(ses_fr[values[0]].columns) + +# p = sns.lineplot( +# data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" +# ) +# p.axvline( +# len(np.unique(bins)) / 2, +# color="green", +# ls="--", +# ) +# # p.autoscale(enable=True, tight=False) +# p.set_xticks([]) +# p.set_yticks([]) +# p.get_yaxis().get_label().set_visible(False) +# p.get_xaxis().get_label().set_visible(False) +# ax.set_xlim(bins[0], bins[-1]) + +# q = sns.lineplot( +# data=val_data, +# x="time", +# y="y", +# ci="sd", +# ax=ax1, +# linewidth=0.5, +# ) +# # q.autoscale(enable=True, tight=False) +# q.set_yticks([]) +# q.set_xticks([]) +# ax1.set_xlim(-duration / 2, duration / 2) +# # peak = ses_fr[value].values.mean(axis=1).max() +# q.get_yaxis().get_label().set_visible(False) +# q.get_xaxis().get_label().set_visible(False) +# q.axvline(c=palette[1], ls="--", linewidth=0.5) +# q.set_box_aspect(1) + +# to_label = subplots.axes_flat[0] +# to_label.get_yaxis().get_label().set_visible(True) +# to_label.get_xaxis().get_label().set_visible(True) +# to_label.set_xticks([]) + +# legend = subplots.legend + +# legend.text( +# 0, +# 0.3, +# "Unit ID", +# transform=legend.transAxes, +# color=palette[0], +# ) +# legend.set_visible(True) +# ticks = list(unit_data["bin"].unique()) +# legend.get_xaxis().set_ticks( +# ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] +# ) +# legend.set_xlabel("100ms Bin") +# legend.get_yaxis().set_visible(False) +# legend.set_box_aspect(1) + +# # Overlay firing rates +# values = ses_fr.columns.get_level_values("unit").unique() +# values.values.sort() +# # num_samples = len(ses_fr[values[0]].columns) + +# plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + +# utils.save( +# f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True +# ) + +# for s, session in enumerate(myexp): +# name = session.name +# units = l5_per_unit_FF["unit"].unique() +# subplots = Subplots2D(units, sharex=False) +# layer = "5" +# palette = sns.color_palette() +# plt.rcParams["figure.figsize"] = (10, 10) +# ses_fr = l5_firing_rates[s] + +# for i, un in enumerate(units): +# unit_data = l5_per_unit_FF.loc[l5_per_unit_FF["unit"] == un] +# unit_data["bin/10"] = unit_data["bin"] / 10 - ( +# duration / 2 +# ) # convert 100ms bins to seconds relative to action +# ax = subplots.axes_flat[i] +# ax1 = ax.twinx() # secondary axis for fr + +# bins = np.unique( +# l5_per_unit_FF.loc[l5_per_unit_FF["session"] == name]["bin"].values +# ) + +# val_data = ses_fr[un].stack().reset_index() +# val_data["y"] = val_data[0] +# # num_samples = len(ses_fr[values[0]].columns) + +# p = sns.lineplot( +# data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" +# ) +# p.axvline( +# len(np.unique(bins)) / 2, +# color="green", +# ls="--", +# ) +# # p.autoscale(enable=True, tight=False) +# p.set_xticks([]) +# p.set_yticks([]) +# p.get_yaxis().get_label().set_visible(False) +# p.get_xaxis().get_label().set_visible(False) +# ax.set_xlim(bins[0], bins[-1]) + +# q = sns.lineplot( +# data=val_data, +# x="time", +# y="y", +# ci="sd", +# ax=ax1, +# linewidth=0.5, +# ) +# # q.autoscale(enable=True, tight=False) +# q.set_yticks([]) +# q.set_xticks([]) +# ax1.set_xlim(-duration / 2, duration / 2) +# # peak = ses_fr[value].values.mean(axis=1).max() +# q.get_yaxis().get_label().set_visible(False) +# q.get_xaxis().get_label().set_visible(False) +# q.axvline(c=palette[1], ls="--", linewidth=0.5) +# q.set_box_aspect(1) + +# to_label = subplots.axes_flat[0] +# to_label.get_yaxis().get_label().set_visible(True) +# to_label.get_xaxis().get_label().set_visible(True) +# to_label.set_xticks([]) + +# legend = subplots.legend + +# legend.text( +# 0, +# 0.3, +# "Unit ID", +# transform=legend.transAxes, +# color=palette[0], +# ) +# legend.set_visible(True) +# ticks = list(unit_data["bin"].unique()) +# legend.get_xaxis().set_ticks( +# ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] +# ) +# legend.set_xlabel("100ms Bin") +# legend.get_yaxis().set_visible(False) +# legend.set_box_aspect(1) + +# # Overlay firing rates +# values = ses_fr.columns.get_level_values("unit").unique() +# values.values.sort() +# # num_samples = len(ses_fr[values[0]].columns) + +# plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + +# utils.save( +# f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True +# ) + +# for s, session in enumerate(myexp): +# name = session.name +# units = l6_per_unit_FF["unit"].unique() +# subplots = Subplots2D(units, sharex=False) +# layer = "6" +# palette = sns.color_palette() +# plt.rcParams["figure.figsize"] = (10, 10) +# ses_fr = l6_firing_rates[s] + +# for i, un in enumerate(units): +# unit_data = l6_per_unit_FF.loc[l6_per_unit_FF["unit"] == un] +# unit_data["bin/10"] = unit_data["bin"] / 10 - ( +# duration / 2 +# ) # convert 100ms bins to seconds relative to action +# ax = subplots.axes_flat[i] +# ax1 = ax.twinx() # secondary axis for fr + +# bins = np.unique( +# l6_per_unit_FF.loc[l6_per_unit_FF["session"] == name]["bin"].values +# ) + +# val_data = ses_fr[un].stack().reset_index() +# val_data["y"] = val_data[0] +# # num_samples = len(ses_fr[values[0]].columns) + +# p = sns.lineplot( +# data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" +# ) +# p.axvline( +# len(np.unique(bins)) / 2, +# color="green", +# ls="--", +# ) +# # p.autoscale(enable=True, tight=False) +# p.set_xticks([]) +# p.set_yticks([]) +# p.get_yaxis().get_label().set_visible(False) +# p.get_xaxis().get_label().set_visible(False) +# ax.set_xlim(bins[0], bins[-1]) + +# q = sns.lineplot( +# data=val_data, +# x="time", +# y="y", +# ci="sd", +# ax=ax1, +# linewidth=0.5, +# ) +# # q.autoscale(enable=True, tight=False) +# q.set_yticks([]) +# q.set_xticks([]) +# ax1.set_xlim(-duration / 2, duration / 2) +# # peak = ses_fr[value].values.mean(axis=1).max() +# q.get_yaxis().get_label().set_visible(False) +# q.get_xaxis().get_label().set_visible(False) +# q.axvline(c=palette[1], ls="--", linewidth=0.5) +# q.set_box_aspect(1) + +# to_label = subplots.axes_flat[0] +# to_label.get_yaxis().get_label().set_visible(True) +# to_label.get_xaxis().get_label().set_visible(True) +# to_label.set_xticks([]) + +# legend = subplots.legend + +# legend.text( +# 0, +# 0.3, +# "Unit ID", +# transform=legend.transAxes, +# color=palette[0], +# ) +# legend.set_visible(True) +# ticks = list(unit_data["bin"].unique()) +# legend.get_xaxis().set_ticks( +# ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] +# ) +# legend.set_xlabel("100ms Bin") +# legend.get_yaxis().set_visible(False) +# legend.set_box_aspect(1) + +# # Overlay firing rates +# values = ses_fr.columns.get_level_values("unit").unique() +# values.values.sort() +# # num_samples = len(ses_fr[values[0]].columns) + +# plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + +# utils.save( +# f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True +# ) + +# # %% +# # Plot population FF changes + +# population_FF_l23 = cross_trial_FF( +# spike_times=l23_spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="l23", +# mean_matched=True, +# ff_iterations=50, +# ) +# population_FF_l5 = cross_trial_FF( +# spike_times=l5_spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="l5", +# mean_matched=True, +# ff_iterations=50, +# ) +# population_FF_l6 = cross_trial_FF( +# spike_times=l6_spike_times, +# exp=myexp, +# duration=4, +# bin_size=0.1, +# cache_name="l6", +# mean_matched=True, +# ff_iterations=50, +# ) -l5_per_unit_FF = cross_trial_FF( - spike_times=l5_spike_times, +#%% +# # Plot lines for each layer +# fig, ax = plt.subplots(2, figsize=(10, 10)) +# bin_size = 0.1 +# ax1 = ax[0] +# # First layer 2/3 +# mean = population_FF_l23["mean FF"] +# se = population_FF_l23["SE"] +# x = (population_FF_l23["bin"] * bin_size) - 2 +# lower = mean - se +# upper = mean + se + +# ax1.plot(x, mean, label="Layer 2/3", color="blue") +# ax1.plot(x, lower, color="tab:blue", alpha=0.1) +# ax1.plot(x, upper, color="tab:blue", alpha=0.1) +# ax1.fill_between(x, lower, upper, alpha=0.2) + +# # Then layer 5 +# mean = population_FF_l5["mean FF"] +# se = population_FF_l5["SE"] +# x = (population_FF_l5["bin"] * bin_size) - 2 +# lower = mean - se +# upper = mean + se + +# ax1.plot(x, mean, label="Layer 5", color="orange") +# ax1.plot(x, lower, color="tab:orange", alpha=0.1) +# ax1.plot(x, upper, color="tab:orange", alpha=0.1) +# ax1.fill_between(x, lower, upper, alpha=0.2) + +# # Finally, layer 6 +# mean = population_FF_l6["mean FF"] +# se = population_FF_l6["SE"] +# x = (population_FF_l6["bin"] * bin_size) - 2 +# lower = mean - se +# upper = mean + se + +# ax1.plot(x, mean, label="Layer 6", color="green") +# ax1.plot(x, lower, color="tab:green", alpha=0.1) +# ax1.plot(x, upper, color="tab:green", alpha=0.1) +# ax1.fill_between(x, lower, upper, alpha=0.2) + +# # Now set axes +# ax1.set_ylabel("Mean Matched Fano Factor") +# ax1.set_xticklabels([]) +# ax1.axvline(x=0, color="black", ls="--") +# ax1.set_ylim(0) +# ax1.legend() + + +# plt.suptitle( +# f"Population Level Fano Factor - Aligned to Reach Onset - Session {myexp[0].name}", +# y=0.9, +# ) + +# # Now plot firing rates +# ax2 = ax[1] + +# ax2.plot(x, l23_means, color="blue") +# ax2.plot(x, l5_means, color="orange") +# ax2.plot(x, l6_means, color="green") +# ax2.axvline(x=0, color="black", ls="--") +# ax2.set_title("Population Level Firing Rate") +# ax2.set_ylabel("Mean Firing Rate (Hz)") +# ax2.set_xlabel("Time Relative to Reach Onset (s)") +# ax2.set_ylim(0) +# utils.save(f"/home/s1735718/Figures/{myexp[0].name}_population_FanoFactor", nosize=True) +# plt.show() +# %% +# Plot undivided fano factor for the population +population_FF = cross_trial_FF( + spike_times=spike_times, exp=myexp, - duration=4, + duration=8, bin_size=0.1, - cache_name="per_unit_FF", - mean_matched=False, + cache_name="population", + mean_matched=True, ff_iterations=50, ) +# Check significance for each bin -l6_per_unit_FF = cross_trial_FF( - spike_times=l6_spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="per_unit_FF", - mean_matched=False, - ff_iterations=50, -) -#Concatenate data -l23_per_unit_FF["layer"] = "layer 2/3" -l5_per_unit_FF["layer"] = "layer 5" -l6_per_unit_FF["layer"] = "layer 6" - -per_unit_FF = pd.concat([l23_per_unit_FF, l5_per_unit_FF, l6_per_unit_FF], ignore_index=True) - -#First plot layer 2/3 -for s, session in enumerate(myexp): - name = session.name - units = l23_per_unit_FF["unit"].unique() - subplots = Subplots2D(units, sharex=False) - layer= "23" - palette = sns.color_palette() - plt.rcParams["figure.figsize"] = (10, 10) - ses_fr = l23_firing_rates[s] - - for i, un in enumerate(units): - unit_data = l23_per_unit_FF.loc[l23_per_unit_FF["unit"] == un] - unit_data["bin/10"] = unit_data["bin"] / 10 - ( - duration / 2 - ) # convert 100ms bins to seconds relative to action - ax = subplots.axes_flat[i] - ax1 = ax.twinx() # secondary axis for fr - - bins = np.unique(l23_per_unit_FF.loc[l23_per_unit_FF["session"] == name]["bin"].values) - - val_data = ses_fr[un].stack().reset_index() - val_data["y"] = val_data[0] - # num_samples = len(ses_fr[values[0]].columns) - - p = sns.lineplot( - data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" - ) - p.axvline( - len(np.unique(bins)) / 2, - color="green", - ls="--", - ) - # p.autoscale(enable=True, tight=False) - p.set_xticks([]) - p.set_yticks([]) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - ax.set_xlim(bins[0], bins[-1]) - - q = sns.lineplot( - data=val_data, - x="time", - y="y", - ci="sd", - ax=ax1, - linewidth=0.5, - ) - # q.autoscale(enable=True, tight=False) - q.set_yticks([]) - q.set_xticks([]) - ax1.set_xlim(-duration / 2, duration / 2) - #peak = ses_fr[value].values.mean(axis=1).max() - q.get_yaxis().get_label().set_visible(False) - q.get_xaxis().get_label().set_visible(False) - q.axvline(c=palette[1], ls="--", linewidth=0.5) - q.set_box_aspect(1) - - to_label = subplots.axes_flat[0] - to_label.get_yaxis().get_label().set_visible(True) - to_label.get_xaxis().get_label().set_visible(True) - to_label.set_xticks([]) - - legend = subplots.legend - - legend.text( - 0, - 0.3, - "Unit ID", - transform=legend.transAxes, - color=palette[0], - ) - legend.set_visible(True) - ticks = list(unit_data["bin"].unique()) - legend.get_xaxis().set_ticks( - ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] - ) - legend.set_xlabel("100ms Bin") - legend.get_yaxis().set_visible(False) - legend.set_box_aspect(1) - - # Overlay firing rates - values = ses_fr.columns.get_level_values("unit").unique() - values.values.sort() - # num_samples = len(ses_fr[values[0]].columns) - - plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") - - utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True) - -for s, session in enumerate(myexp): - name = session.name - units = l5_per_unit_FF["unit"].unique() - subplots = Subplots2D(units, sharex=False) - layer= "5" - palette = sns.color_palette() - plt.rcParams["figure.figsize"] = (10, 10) - ses_fr = l5_firing_rates[s] - - for i, un in enumerate(units): - unit_data = l5_per_unit_FF.loc[l5_per_unit_FF["unit"] == un] - unit_data["bin/10"] = unit_data["bin"] / 10 - ( - duration / 2 - ) # convert 100ms bins to seconds relative to action - ax = subplots.axes_flat[i] - ax1 = ax.twinx() # secondary axis for fr - - bins = np.unique(l5_per_unit_FF.loc[l5_per_unit_FF["session"] == name]["bin"].values) - - val_data = ses_fr[un].stack().reset_index() - val_data["y"] = val_data[0] - # num_samples = len(ses_fr[values[0]].columns) - - p = sns.lineplot( - data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" - ) - p.axvline( - len(np.unique(bins)) / 2, - color="green", - ls="--", - ) - # p.autoscale(enable=True, tight=False) - p.set_xticks([]) - p.set_yticks([]) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - ax.set_xlim(bins[0], bins[-1]) - - q = sns.lineplot( - data=val_data, - x="time", - y="y", - ci="sd", - ax=ax1, - linewidth=0.5, - ) - # q.autoscale(enable=True, tight=False) - q.set_yticks([]) - q.set_xticks([]) - ax1.set_xlim(-duration / 2, duration / 2) - #peak = ses_fr[value].values.mean(axis=1).max() - q.get_yaxis().get_label().set_visible(False) - q.get_xaxis().get_label().set_visible(False) - q.axvline(c=palette[1], ls="--", linewidth=0.5) - q.set_box_aspect(1) - - to_label = subplots.axes_flat[0] - to_label.get_yaxis().get_label().set_visible(True) - to_label.get_xaxis().get_label().set_visible(True) - to_label.set_xticks([]) - - legend = subplots.legend - - legend.text( - 0, - 0.3, - "Unit ID", - transform=legend.transAxes, - color=palette[0], - ) - legend.set_visible(True) - ticks = list(unit_data["bin"].unique()) - legend.get_xaxis().set_ticks( - ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] - ) - legend.set_xlabel("100ms Bin") - legend.get_yaxis().set_visible(False) - legend.set_box_aspect(1) - - # Overlay firing rates - values = ses_fr.columns.get_level_values("unit").unique() - values.values.sort() - # num_samples = len(ses_fr[values[0]].columns) - - plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") - - utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True) - -for s, session in enumerate(myexp): - name = session.name - units = l6_per_unit_FF["unit"].unique() - subplots = Subplots2D(units, sharex=False) - layer= "6" - palette = sns.color_palette() - plt.rcParams["figure.figsize"] = (10, 10) - ses_fr = l6_firing_rates[s] - - for i, un in enumerate(units): - unit_data = l6_per_unit_FF.loc[l6_per_unit_FF["unit"] == un] - unit_data["bin/10"] = unit_data["bin"] / 10 - ( - duration / 2 - ) # convert 100ms bins to seconds relative to action - ax = subplots.axes_flat[i] - ax1 = ax.twinx() # secondary axis for fr - - bins = np.unique(l6_per_unit_FF.loc[l6_per_unit_FF["session"] == name]["bin"].values) - - val_data = ses_fr[un].stack().reset_index() - val_data["y"] = val_data[0] - # num_samples = len(ses_fr[values[0]].columns) - - p = sns.lineplot( - data=unit_data, x="bin/10", y="FF", ax=ax, linewidth=0.5, color="red" - ) - p.axvline( - len(np.unique(bins)) / 2, - color="green", - ls="--", - ) - # p.autoscale(enable=True, tight=False) - p.set_xticks([]) - p.set_yticks([]) - p.get_yaxis().get_label().set_visible(False) - p.get_xaxis().get_label().set_visible(False) - ax.set_xlim(bins[0], bins[-1]) - - q = sns.lineplot( - data=val_data, - x="time", - y="y", - ci="sd", - ax=ax1, - linewidth=0.5, - ) - # q.autoscale(enable=True, tight=False) - q.set_yticks([]) - q.set_xticks([]) - ax1.set_xlim(-duration / 2, duration / 2) - #peak = ses_fr[value].values.mean(axis=1).max() - q.get_yaxis().get_label().set_visible(False) - q.get_xaxis().get_label().set_visible(False) - q.axvline(c=palette[1], ls="--", linewidth=0.5) - q.set_box_aspect(1) - - to_label = subplots.axes_flat[0] - to_label.get_yaxis().get_label().set_visible(True) - to_label.get_xaxis().get_label().set_visible(True) - to_label.set_xticks([]) - - legend = subplots.legend - - legend.text( - 0, - 0.3, - "Unit ID", - transform=legend.transAxes, - color=palette[0], - ) - legend.set_visible(True) - ticks = list(unit_data["bin"].unique()) - legend.get_xaxis().set_ticks( - ticks=[ticks[0], ticks[round(len(ticks) / 2)], ticks[-1]] - ) - legend.set_xlabel("100ms Bin") - legend.get_yaxis().set_visible(False) - legend.set_box_aspect(1) - # Overlay firing rates - values = ses_fr.columns.get_level_values("unit").unique() - values.values.sort() - # num_samples = len(ses_fr[values[0]].columns) +def fano_fac_sig(population_FF): + """ + Function checks for significance in fano factor output, assuming the data is NOT raw, and mean-matched. + Returns a list of significance values (sig or nonsig) for each bin, compared to the previous timepoint. - plt.suptitle(f"Session {name} Per Unit Fano Factor + Firing Rate") + population_FF: the data obtained from the cross_trial_FF() function, where mean_matched is True, and raw_data is False. + """ + significance = [] + for i, items in enumerate(population_FF.iterrows()): + if i == 0: + continue - utils.save(f"/home/s1735718/Figures/{name}_per_unit_FanoFactor_l{layer}", nosize=True) + bin_upper = items[1]["upper_ci"] + bin_lower = items[1]["lower_ci"] -# %% -# Plot population FF changes + previous_upper = population_FF.loc[population_FF["bin"] == i - 1]["upper_ci"] + previous_lower = population_FF.loc[population_FF["bin"] == i - 1]["lower_ci"] -population_FF_l23 = cross_trial_FF( - spike_times=l23_spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="l23", - mean_matched=True, - ff_iterations=50, -) -population_FF_l5 = cross_trial_FF( - spike_times=l5_spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="l5", - mean_matched=True, - ff_iterations=50, -) -population_FF_l6 = cross_trial_FF( - spike_times=l6_spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="l6", - mean_matched=True, - ff_iterations=50, -) + # Compare bins for overlap + if (bin_upper <= previous_lower.item()) or (bin_lower >= previous_upper.item()): + significance.append("significant") + + else: + significance.append("nonsignificant") + return significance + +significance = fano_fac_sig(population_FF) #%% -#Plot lines for each layer -fig, ax = plt.subplots(2, figsize=(10,10)) +# Plot firing rates and fano factor +name = myexp[0].name bin_size = 0.1 -ax1 = ax[0] -#First layer 2/3 -mean = population_FF_l23["mean FF"] -se = population_FF_l23["SE"] -x = (population_FF_l23["bin"]*bin_size)-2 -lower = mean - se -upper = mean + se +bins = per_trial_binning(firing_rates, myexp, timespan=duration, bin_size=0.1) +bins = bin_data_average(bins).describe() +std = [] +for i in bins.iteritems(): + std.append(i[1]["std"]) -ax1.plot(x, mean, label = "Layer 2/3", color="blue") -ax1.plot(x, lower, color="tab:blue", alpha=0.1) -ax1.plot(x, upper, color="tab:blue", alpha=0.1) -ax1.fill_between(x, lower, upper, alpha=0.2) +fig, ax = plt.subplots(2, figsize=(10, 10)) +ax1 = ax[0] +ax2 = ax[1] -#Then layer 5 -mean = population_FF_l5["mean FF"] -se = population_FF_l5["SE"] -x = (population_FF_l5["bin"]*bin_size)-2 -lower = mean - se +mean = population_FF["mean FF"] +se = population_FF["SE"] upper = mean + se - -ax1.plot(x, mean, label = "Layer 5", color="orange") -ax1.plot(x, lower, color="tab:orange", alpha=0.1) -ax1.plot(x, upper, color="tab:orange", alpha=0.1) -ax1.fill_between(x, lower, upper, alpha=0.2) - -#Finally, layer 6 -mean = population_FF_l6["mean FF"] -se = population_FF_l6["SE"] -x = (population_FF_l6["bin"]*bin_size)-2 lower = mean - se -upper = mean + se +x = (population_FF["bin"] * bin_size) - 4 -ax1.plot(x, mean, label = "Layer 6", color="green") -ax1.plot(x, lower, color="tab:green", alpha=0.1) -ax1.plot(x, upper, color="tab:green", alpha=0.1) +ax1.plot(x, mean, color="purple") +ax1.plot(x, lower, color="tab:purple", alpha=0.1) +ax1.plot(x, upper, color="tab:purple", alpha=0.1) ax1.fill_between(x, lower, upper, alpha=0.2) -#Now set axes ax1.set_ylabel("Mean Matched Fano Factor") -ax1.set_xticklabels([]) +ax1.set_xlabel("Duration Relative to Reach Onset (s)") ax1.axvline(x=0, color="black", ls="--") ax1.set_ylim(0) -ax1.legend() +ax1.set_title(f"Population Level Fano Factor - session {name}") +# Plot firing rate +lower = firing_rate_means - std +upper = firing_rate_means + std -plt.suptitle(f"Population Level Fano Factor - Aligned to Reach Onset - Session {myexp[0].name}", y=0.9) +ax2.plot(x, firing_rate_means) +ax2.plot(x, lower, color="tab:purple", alpha=0.1) +ax2.plot(x, upper, color="tab:purple", alpha=0.1) +ax2.fill_between(x, lower, upper, alpha=0.2) -#Now plot firing rates -ax2 = ax[1] - -ax2.plot(x, l23_means, color="blue") -ax2.plot(x, l5_means, color="orange") -ax2.plot(x, l6_means, color="green") -ax2.axvline(x=0, color="black", ls="--") ax2.set_title("Population Level Firing Rate") ax2.set_ylabel("Mean Firing Rate (Hz)") ax2.set_xlabel("Time Relative to Reach Onset (s)") -ax2.set_ylim(0) -utils.save(f"/home/s1735718/Figures/{myexp[0].name}_population_FanoFactor", nosize=True) -plt.show() -# %% -#Plot undivided fano factor for the population -population_FF = cross_trial_FF( - spike_times=spike_times, - exp=myexp, - duration=4, - bin_size=0.1, - cache_name="population", - mean_matched=True, - ff_iterations=50, -) - -bin_size = 0.1 -fig, ax = plt.subplots() -mean = population_FF["mean FF"] -se = population_FF["SE"] -upper = mean + se -lower = mean - se -x = (population_FF["bin"]*bin_size)-2 - -ax.plot(x, mean, label = "Layer 6", color="purple") -ax.plot(x, lower, color="tab:purple", alpha=0.1) -ax.plot(x, upper, color="tab:purple", alpha=0.1) -ax.fill_between(x, lower, upper, alpha=0.2) - -ax.set_ylabel("Mean Matched Fano Factor") -ax.set_xlabel("Duration Relative to Reach Onset (s)") -ax.axvline(x=0, color="black", ls="--") -ax.set_ylim(0) +ax2.axvline(x=0, color="black", ls="--") -utils.save(f"/home/s1735718/Figures/{myexp[0].name}_population_FanoFactor_unsplit", nosize=True) -plt.show() \ No newline at end of file +utils.save( + f"/home/s1735718/Figures/{myexp[0].name}_population_FanoFactor_unsplit", nosize=True +) +plt.show() +# %% diff --git a/projects/Aidan_Analysis/FullAnalysis/FanoFactor_Epochs.py b/projects/Aidan_Analysis/FullAnalysis/FanoFactor_Epochs.py new file mode 100644 index 0000000..ad5887f --- /dev/null +++ b/projects/Aidan_Analysis/FullAnalysis/FanoFactor_Epochs.py @@ -0,0 +1,37 @@ +# This file will calculate the fano factor relative to different alignment points. +# Then compare the changes observed. +# First import required packages +from argparse import Action +import math + +from matplotlib.pyplot import axvline, xlim +from base import * +import numpy as np +import pandas as pd +import matplotlib as plt +from pixtools.utils import Subplots2D +from rasterbase import * +from tqdm import tqdm +from sklearn.linear_model import LinearRegression +from pixtools.utils import Subplots2D +from pixels import ioutils +import statsmodels.api as sm +from statsmodels.formula.api import ols + +from functions import ( + event_times, + per_trial_raster, + per_trial_binning, + per_unit_spike_rate, + bin_data_average, + cross_trial_FF, + fano_fac_sig, +) + +# Import previously calculated FF values +population_FF = ioutils.read_hdf5( + "/data/aidan/per_unit_FF_FF_Calculation_mean_matched_True_rawTrue.h5" +) +population_FF = population_FF.melt() +population_FF.rename(columns={"variable": "bin", "value": "FF"}, inplace=True) +# Calculate any significant changes in FF across time: using the SE produced from the model diff --git a/projects/Aidan_Analysis/FullAnalysis/functions.py b/projects/Aidan_Analysis/FullAnalysis/functions.py index b4d8672..6f2ac0d 100644 --- a/projects/Aidan_Analysis/FullAnalysis/functions.py +++ b/projects/Aidan_Analysis/FullAnalysis/functions.py @@ -1476,7 +1476,12 @@ def cross_trial_FF( ses_data = ses_data.reorder_levels(["unit", "trial"], axis=1) name = session.name session_FF = {} + session_se = {} + session_ci = {} + repeat_FF = pd.DataFrame() + repeat_se = pd.DataFrame() + repeat_ci = pd.DataFrame() # Bin the session data ses_vals = ses_data.values @@ -1576,7 +1581,8 @@ def cross_trial_FF( # Now may begin mean matching to the gcd # Take each bin (i.e., timepoint) and calculate the distribution of points - # TODO: Repeat this process 50x with different seeds at each point + # TODO: Update this analysis to utilise a rolling bin approach. I.e, take data at 100ms intervals, then shift the bin 10ms right + print(f"Initiating Mean Matched Fano Factor Calculation for Session {name}") for iteration in tqdm(range(ff_iterations)): np.random.seed(iteration) @@ -1639,9 +1645,6 @@ def cross_trial_FF( # Using the count mean and variance of the count, construct a linear regression for the population # Ensure the origin of the linear model is set as zero - model = LinearRegression( - fit_intercept=False - ) # set the intercept as zero rather than fitting it # Set up data in correct shape x = np.array(timepoint_FF_mean["value"]).reshape( @@ -1650,33 +1653,83 @@ def cross_trial_FF( y = np.array(timepoint_FF_var) # Now fit model - timepoint_model = model.fit(x, y) + timepoint_model = sm.OLS(y, x).fit() # The slope (i.e., coefficient of variation) of this model - ff_score = timepoint_model.coef_ + ff_score = timepoint_model.params[0] + + # Extract the confidence interval of this model fit + ff_se = timepoint_model.bse[0] + ff_ci = timepoint_model.conf_int()[0] + session_FF.update({b: ff_score}) + session_se.update({b: ff_se}) + session_ci.update({b: tuple(ff_ci)}) # Convert the session's FF to dataframe, then add to a master - session_FF = pd.DataFrame.from_dict(session_FF) + session_FF = pd.DataFrame(session_FF, index=[0]) + session_se = pd.DataFrame(session_se, index=[0]) + session_ci = pd.DataFrame(session_ci.items()) + repeat_FF = pd.concat([repeat_FF, session_FF], axis=0) + repeat_se = pd.concat([repeat_se, session_se], axis=0) + repeat_ci = pd.concat([repeat_ci, session_ci], axis=0) + + session_FF = {} + session_se = {} + session_ci = {} # Take the average across repeats for each session, add this to a final dataframe for session, timepoint, mean_FF, SE for i, cols in enumerate(repeat_FF.iteritems()): timepoint_vals = repeat_FF.describe()[i] - std = timepoint_vals["std"] + timepoint_se = repeat_se.describe()[i] + + ci_bins = repeat_ci[0].tolist() + timepoint_ci = pd.DataFrame(repeat_ci[1].tolist()) + timepoint_ci = timepoint_ci.rename( + columns={0: "lower_ci", 1: "upper_ci"} + ).reset_index(drop=True) + timepoint_ci.insert(0, "bin", ci_bins) + mean = timepoint_vals["mean"] - se = std / math.sqrt(timepoint_vals["count"]) + se = timepoint_se["mean"] + lower_ci = timepoint_ci.loc[timepoint_ci["bin"] == i].describe()[ + "lower_ci" + ]["mean"] + upper_ci = timepoint_ci.loc[timepoint_ci["bin"] == i].describe()[ + "upper_ci" + ]["mean"] if raw_values == False: vals = pd.DataFrame( - {"session": name, "bin": i, "mean FF": mean, "SE": se}, + { + "session": name, + "bin": i, + "mean FF": mean, + "SE": se, + "lower_ci": lower_ci, + "upper_ci": upper_ci, + }, index=[0], ) all_FF = pd.concat([all_FF, vals], ignore_index=True) elif raw_values == True: + repeat_FF = repeat_FF.melt() + repeat_se = repeat_se.melt() + repeat_FF["session"] = name repeat_FF = repeat_FF.set_index("session") + repeat_FF = repeat_FF.rename( + columns={"value": "FF", "variable": "bin"} + ) + + repeat_se["session"] = name + repeat_se = repeat_se.set_index("session") + repeat_FF["se"] = repeat_se["value"] + repeat_FF["lower_ci"] = timepoint_ci["lower_ci"] + repeat_FF["upper_ci"] = timepoint_ci["upper_ci"] + all_FF = pd.concat([all_FF, repeat_FF]) break @@ -1706,3 +1759,31 @@ def cross_trial_FF( all_FF, ) return all_FF + + +def fano_fac_sig(population_FF): + """ + Function checks for significance in fano factor output, assuming the data is NOT raw, and mean-matched. + Returns a list of significance values (sig or nonsig) for each bin, compared to the previous timepoint. + + population_FF: the data obtained from the cross_trial_FF() function, where mean_matched is True, and raw_data is False. + """ + significance = [] + for i, items in enumerate(population_FF.iterrows()): + if i == 0: + continue + + bin_upper = items[1]["upper_ci"] + bin_lower = items[1]["lower_ci"] + + previous_upper = population_FF.loc[population_FF["bin"] == i - 1]["upper_ci"] + previous_lower = population_FF.loc[population_FF["bin"] == i - 1]["lower_ci"] + + # Compare bins for overlap + if (bin_upper <= previous_lower.item()) or (bin_lower >= previous_upper.item()): + significance.append("significant") + + else: + significance.append("nonsignificant") + + return significance

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