From 96e9d744bb543b824d10ebc36646e8b68c5be18a Mon Sep 17 00:00:00 2001 From: "a.ott" Date: Sat, 22 Aug 2020 15:53:00 +0200 Subject: [PATCH] metadata analysis and fi_curve testing --- DataParserFactory.py | 16 +++++++++ cell_overview.py | 42 ++++++++++++++++++++++- fi_curve_detection_test.py | 32 ++++++++++++++++++ test_for_cells.py | 6 ++-- thesis/Masterthesis.aux | 6 ++-- thesis/Masterthesis.log | 60 +++++++++++++++------------------ thesis/Masterthesis.pdf | Bin 263547 -> 263393 bytes thesis/Masterthesis.synctex.gz | Bin 36311 -> 37475 bytes thesis/Masterthesis.tex | 34 +++++++++++++------ 9 files changed, 146 insertions(+), 50 deletions(-) create mode 100644 fi_curve_detection_test.py diff --git a/DataParserFactory.py b/DataParserFactory.py index 6f71f8a..b35c810 100644 --- a/DataParserFactory.py +++ b/DataParserFactory.py @@ -111,6 +111,16 @@ class DatParser(AbstractParser): type = metadata["Cell"]["CellType"] return type + def get_fish_size(self): + size = "" + for metadata in Dl.load(self.info_file): + if "Species" in metadata.keys(): + size = metadata["Size"] + elif "Subject" in metadata.keys(): + if isinstance(metadata["Subject"], dict) and "Species" in metadata["Subject"].keys(): + size = metadata["Subject"]["Size"] + return size[:-2] + def get_fi_curve_contrasts(self): """ @@ -329,6 +339,12 @@ class DatParser(AbstractParser): return traces + def __iget_traces__(self, repro): + + for info, key, time, x in Dl.iload_traces(self.base_path, repro=repro): + # time, v1, eod, local_eod, stimulus + yield time, x[0], x[1], x[2], x[3] + def __read_fi_recording_times__(self): delays = [] diff --git a/cell_overview.py b/cell_overview.py index b5572cd..7245232 100644 --- a/cell_overview.py +++ b/cell_overview.py @@ -2,6 +2,7 @@ from CellData import icelldata_of_dir, CellData from Baseline import BaselineCellData from FiCurve import FICurveCellData +from DataParserFactory import DatParser import os import numpy as np @@ -11,7 +12,46 @@ def main(): # plot_visualizations("cells/") # full_overview("cells/master_table.csv", "cells/") - recalculate_saved_preanalysis("data/final/") + # recalculate_saved_preanalysis("data/final/") + metadata_analysis("data/final/") + pass + +def metadata_analysis(data_folder): + + species = {} + sampling_interval = {} + eod_freqs = [] + sizes = [] + dates = {} + for cell in os.listdir(data_folder): + if cell[:10] in dates.keys(): + continue + dates[cell[:10]] = 1 + cell_path = data_folder + cell + parser = DatParser(cell_path) + cell_data = CellData(cell_path) + + species = count_with_dict(species, parser.get_species()) + sampling_interval = count_with_dict(sampling_interval, parser.get_sampling_interval()) + sizes.append(float(parser.get_fish_size())) + eod_freqs.append(cell_data.get_eod_frequency()) + + for k in sampling_interval.keys(): + print("sampling:", np.rint(1.0/float(k)), "count:", sampling_interval[k]) + print("# of Fish (by dates):", len(dates.keys())) + print("EOD-freq: min {:.2f}, mean {:.2f}, max {:.2f}, std {:.2f}".format(min(eod_freqs), np.mean(eod_freqs), max(eod_freqs), np.std(eod_freqs))) + print("Sizes: min {:.2f}, mean {:.2f}, max {:.2f}, std {:.2f}".format(min(sizes), np.mean(sizes), max(sizes), np.std(sizes))) + + print("done") + +def count_with_dict(dictionary, key): + if key not in dictionary: + dictionary[key] = 0 + + dictionary[key] += 1 + + return dictionary + def recalculate_saved_preanalysis(data_folder): diff --git a/fi_curve_detection_test.py b/fi_curve_detection_test.py new file mode 100644 index 0000000..2e90711 --- /dev/null +++ b/fi_curve_detection_test.py @@ -0,0 +1,32 @@ + +import numpy as np +from CellData import CellData +from DataParserFactory import DatParser +import matplotlib.pyplot as plt + +test_cell = "data/final/2010-11-08-al-invivo-1/" + + +def main(): + parser = DatParser(test_cell) + fi_trans_amplitudes, fi_intensities, fi_spiketimes = parser.get_fi_curve_spiketimes() + for time, v1, eod, local_eod, stim in parser.__iget_traces__("FICurve"): + del eod + del local_eod + del stim + + for i in range(len(fi_spiketimes)): + for j, spikes in enumerate(fi_spiketimes[i]): + offset = max(v1)+j + + plt.eventplot(np.array(spikes)+2*j, colors="black", lineoffsets=offset) # , linelengths=0.5, lineoffsets=1+i*1+max(v1)) + plt.plot(np.array(time), v1) + plt.show() + + pass + + + + +if __name__ == '__main__': + main() diff --git a/test_for_cells.py b/test_for_cells.py index df31207..fed0f9a 100644 --- a/test_for_cells.py +++ b/test_for_cells.py @@ -19,8 +19,8 @@ def main(): # test_cells() - # read_test_cells_tsv() - inspect_fi_curve() + read_test_cells_tsv() + # inspect_fi_curve() def inspect_fi_curve(): @@ -64,8 +64,6 @@ def read_test_cells_tsv(): else: print("already thrown:", cell_name) - - else: count_rejected += 1 diff --git a/thesis/Masterthesis.aux b/thesis/Masterthesis.aux index c315501..a7c700b 100755 --- a/thesis/Masterthesis.aux +++ b/thesis/Masterthesis.aux @@ -28,8 +28,8 @@ \@writefile{toc}{\contentsline {section}{\numberline {3}Introduction}{3}{section.3}} \@writefile{toc}{\contentsline {section}{\numberline {4}Materials and Methods}{3}{section.4}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Cell recordings}{3}{subsection.4.1}} -\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces use real EOD data?}}{4}{figure.1}} -\newlabel{fig:stim_examples}{{1}{4}{use real EOD data?}{figure.1}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces use real EOD data? A) B) }}{4}{figure.1}} +\newlabel{fig:stim_examples}{{1}{4}{use real EOD data? A) B)}{figure.1}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.2}Stimulus Protocols}{4}{subsection.4.2}} \newlabel{eq:am_generation}{{1}{4}{Stimulus Protocols}{equation.4.1}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.3}Cell Characteristics}{4}{subsection.4.3}} @@ -37,7 +37,7 @@ \newlabel{basic_voltage_dynamics}{{5}{5}{Leaky Integrate and Fire Model}{equation.4.5}{}} \newlabel{currents_lifac}{{6}{5}{Leaky Integrate and Fire Model}{equation.4.6}{}} \newlabel{Adaption_dynamics}{{7}{5}{Leaky Integrate and Fire Model}{equation.4.7}{}} -\newlabel{full_voltage_dynamics}{{8}{5}{Leaky Integrate and Fire Model}{equation.4.8}{}} +\newlabel{full_voltage_dynamics}{{8}{6}{Leaky Integrate and Fire Model}{equation.4.8}{}} \newlabel{fig:model_comparison}{{4.4}{6}{Leaky Integrate and Fire Model}{equation.4.8}{}} \@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Comparison of different simple models normed to a baseline fire rate of ~10 Hz stimulated with a step stimulus. In the left column y-axis in mV in the right column the y-axis shows the frequency in Hz. PIF: Shows a continuously increasing membrane voltage with a fixed slope and as such constant frequency for a given stimulus strength. LIF: Approaches a stimulus dependent membrane voltage steady state exponentially Also has constant frequency for a fixed stimulus value. LIFAC: Exponentially approaches its new membrane voltage value but also shows adaption after changes in the stimulus the frequency takes some time to adapt and arrive at the new stable value. LIFAC + ref: Very similar to LIFAC the added absolute refractory period keeps the voltage constant for a short time after the spike and limits high fire rates. {\color {red}(TODO: how to deal with the parameters)} }}{6}{figure.2}} \bibdata{citations} diff --git a/thesis/Masterthesis.log b/thesis/Masterthesis.log index 21e0952..ec24e1f 100755 --- a/thesis/Masterthesis.log +++ b/thesis/Masterthesis.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.14159265-2.6-1.40.16 (TeX Live 2015/Debian) (preloaded format=pdflatex 2018.11.12) 20 AUG 2020 16:57 +This is pdfTeX, Version 3.14159265-2.6-1.40.16 (TeX Live 2015/Debian) (preloaded format=pdflatex 2018.11.12) 22 AUG 2020 15:47 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -506,63 +506,59 @@ File: uni-32.def 2013/05/13 UCS: Unicode data U+2000..U+20FF (/usr/share/texlive/texmf-dist/tex/latex/ucs/data/uni-34.def File: uni-34.def 2013/05/13 UCS: Unicode data U+2200..U+22FF ) [3] - -LaTeX Warning: Reference `fig:am_generation' on page 4 undefined on input line -140. - - + File: figures/amGeneration.pdf Graphic file (type pdf) -Package pdftex.def Info: figures/amGeneration.pdf used on input line 155. -(pdftex.def) Requested size: 216.24025pt x 216.24045pt. +Package pdftex.def Info: figures/amGeneration.pdf used on input line 170. +(pdftex.def) Requested size: 211.91782pt x 211.91988pt. - +Overfull \hbox (0.77333pt too wide) in paragraph at lines 169--171 +[][] [] + [] + + File: figures/stimuliExamples.pdf Graphic file (type pdf) -Package pdftex.def Info: figures/stimuliExamples.pdf used on input line 158. -(pdftex.def) Requested size: 227.62206pt x 227.62082pt. +Package pdftex.def Info: figures/stimuliExamples.pdf used on input line 173. +(pdftex.def) Requested size: 223.07211pt x 223.07529pt. 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