From f29eb3ba085f5cbb6772c5cd24e7e35dee75bbde Mon Sep 17 00:00:00 2001 From: aplested Date: Mon, 29 Nov 2021 20:25:44 +0100 Subject: [PATCH 01/12] starting up --- LICENSE | 21 + README.md | 48 +++ cuteSCAM.png | Bin 0 -> 819593 bytes requirements.txt | 7 + setup.py | 32 ++ src/__init__.py | 0 src/ascam.py | 133 ++++++ src/constants.py | 24 ++ src/core/__init__.py | 3 + src/core/analysis.py | 254 ++++++++++++ src/core/episode.py | 162 ++++++++ src/core/filtering.py | 318 ++++++++++++++ src/core/idealization.py | 186 +++++++++ src/core/readdata.py | 223 ++++++++++ src/core/recording.py | 666 ++++++++++++++++++++++++++++++ src/core/savedata.py | 154 +++++++ src/gui/__init__.py | 6 + src/gui/analysis_widgets.py | 574 +++++++++++++++++++++++++ src/gui/episode_frame.py | 235 +++++++++++ src/gui/first_activation_frame.py | 243 +++++++++++ src/gui/io_widgets.py | 303 ++++++++++++++ src/gui/mainwindow.py | 157 +++++++ src/gui/plot_frame.py | 459 ++++++++++++++++++++ src/gui/processing_frames.py | 241 +++++++++++ src/utils/__init__.py | 13 + src/utils/tools.py | 173 ++++++++ src/utils/widgets.py | 363 ++++++++++++++++ tests/test_idealization.py | 72 ++++ 28 files changed, 5070 insertions(+) create mode 100644 LICENSE create mode 100644 README.md create mode 100644 cuteSCAM.png create mode 100644 requirements.txt create mode 100644 setup.py create mode 100644 src/__init__.py create mode 100755 src/ascam.py create mode 100644 src/constants.py create mode 100644 src/core/__init__.py create mode 100644 src/core/analysis.py create mode 100644 src/core/episode.py create mode 100644 src/core/filtering.py create mode 100644 src/core/idealization.py create mode 100644 src/core/readdata.py create mode 100644 src/core/recording.py create mode 100644 src/core/savedata.py create mode 100644 src/gui/__init__.py create mode 100644 src/gui/analysis_widgets.py create mode 100644 src/gui/episode_frame.py create mode 100644 src/gui/first_activation_frame.py create mode 100644 src/gui/io_widgets.py create mode 100644 src/gui/mainwindow.py create mode 100644 src/gui/plot_frame.py create mode 100644 src/gui/processing_frames.py create mode 100644 src/utils/__init__.py create mode 100644 src/utils/tools.py create mode 100644 src/utils/widgets.py create mode 100644 tests/test_idealization.py diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..16d0023 --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 Nikolai Zaki + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..ead1502 --- /dev/null +++ b/README.md @@ -0,0 +1,48 @@ +# ASCAM - Advanced Single Channel Analysis for Mac and more + +ASCAM can be used to browse, organize and analyze episodic recordings of single ion channel currents. + +## Installing +Clone (with git, see below) or download the zip from this page. + +Particularly on macOS (because of problems with ancient native Python) we recommend to use a clean environment. This can be achieved by installing miniconda and creating an environment called e.g. ASCAM. Note, with Big Sur, some adjustments are needed. +`conda create --name ASCAM` + +Switch to this environment: +`conda activate ASCAM` + +Install Python 3.7: +`conda install python==3.7` + +Then navigate to the folder you downloaded from this page (`ASCAM-master`) and issue: +`pip install -e .` + +This installation makes a shell script that lets you launch ASCAM with the command: +`ascam` + +For launch options: +`ascam --help` + +### Further installation notes +If you also issue `conda install python.app` in your new environment then you can have a well-behaved Mac GUI with the following command from the parent directory of ASCAM: +`pythonw /ASCAM/src/ascam.py` + +required packages can be found in 'requirements.txt' and installed with +`pip install -r requirements.txt`. + +Note: Under python 3.9, axographio needs Numpy for setup, you can get around this by issuing the command `pip install numpy` before the general install command. + +A straightforward installation can be achieved by first installing Anaconda or miniconda. At the time of writing, a working version for Mac is https://repo.anaconda.com/archive/Anaconda3-5.3.0-MacOSX-x86_64.pkg + +After successful installation of Anaconda, if you have Git installed, you can clone the ASCAM directory from Github onto your machine with the following command in the Terminal: *git clone https://github.com/AGPlested/ASCAM*. But if you had Git installed, you almost certainly knew that already. + +20-03-01: Note, with the migration to Qt, some problems may be encountered on the Mac if you already have installations of Qt4+. A fresh environment (e.g. can help. +21-05-25: Update to Big Sur - Pyqtgraph and PyQt need Python 3.8, PySide2 5.15 and the command export QT_MAC_WANTS_LAYER=1 must be issued in the Terminal. + +## Running ASCAM + +There is an example raw data file of an AMPA receptor single channel patch in the ASCAM/data folder. This recording was sampled at 40 kHz. + +You can remove the baseline, filter, and idealise data, or find the time of the first actvation. 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ztJ=4VQmx+uR=`l?lT(jActu1zcS6U1<$AHmH6$yV1uL$0R{_R^FT|YawBB7Q(Jcy`9Ry=KpEt{wX#MS|~$iQIiIwvy=y1SjaKC^7{re^8VZ4p+Q`<LRk*Kg(jJcy53zMd2p|7Tv*^1Fwp^os%m5O})!xvX=0.11.0rc0 +PySide2>=5.14.0 +numpy>=1.18 +pandas>=0.24.0 +scipy>=1.2.0 +axographio>=0.3.1 +pyobjc-framework-Cocoa>=6.2.2 diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..7fd7098 --- /dev/null +++ b/setup.py @@ -0,0 +1,32 @@ +from setuptools import setup, find_packages +from os import path + +VERSION = 0.1 + +here = path.abspath(path.dirname(__file__)) + +# Get the long description from the README file +with open(path.join(here, "README.md"), encoding="utf-8") as f: + long_description = f.read() + +setup( + name="ASCAM", + version=VERSION, + description="Analysis of episodic single ion channel data.", + long_description=long_description, + url="https://github.com/AGPlested/ASCAM", + author="Nikolai Zaki", + author_email="kol@posteo.de", + packages=find_packages(where=here), + python_requires=">=3.7", + install_requires=[ + "pyqtgraph>=0.11.0rc0", + "PySide2>=5.14.0", + "numpy>=1.18", + "pandas>=0.24.0", + "scipy>=1.2.0", + "axographio>=0.3.1", + "pyobjc-framework-Cocoa>=6.2.2", + ], + entry_points={"console_scripts": ["ascam=src.ascam:main"]}, +) diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/ascam.py b/src/ascam.py new file mode 100755 index 0000000..04f593a --- /dev/null +++ b/src/ascam.py @@ -0,0 +1,133 @@ +#!/usr/bin/env python +""" +ASCAM for processing and analysis of data from single ion channels. +""" +import os +import sys +import logging + +import getopt + +from PySide2.QtWidgets import QApplication +try : + from .gui.mainwindow import MainWindow + +except: + from src.gui.mainwindow import MainWindow + +try : + from .utils import initialize_logger +except : + from src.utils import initialize_logger + + +debug_logger = logging.getLogger("ascam.debug") + + +def parse_options(): + """ + Parse the command line options when launching ASCAM. + + Returns: + debug (bool) - if true print contents of debug log to console + silent (bool) - if true do not print contents of analysis log to console + logdir (string) - the directory in which the log should be saved + test (bool) - if true load example data + """ + debug = False + silent = False + logdir = "./ASCAM_logfiles" + test = False + try: + options, args = getopt.getopt( + sys.argv[1:], "dsl:th", ["loglevel=", "logdir=", "help", "test"] + ) + except getopt.GetoptError as err: + # print help information and exit: + print(err) # will print something like "option -a not recognized" + display_help() + sys.exit(2) + + for opt, arg in options: + if opt in ("-d", "--debug"): + debug = True + elif opt in ("-s", "--silent"): + silent = True + elif opt in ("-l", "--logdir"): + logdir = arg + elif opt in ("-t", "test"): + test = True + elif opt in ("-h", "--help"): + display_help() + sys.exit(2) + else: + assert False, "unhandled option" + + return silent, logdir, test, debug + + +def display_help(): + """ + Print a manual for calling ASCAM to the commandline. + """ + print( + """Usage: ./run --debug --silent --test --logdir=./logfiles + + -d --debug : print debug messages to console + -s --silent : do not print content of analysis log to console + -l --logdir : directory in which the log file should be saved + -t --test : load example data + -h --help : display this message""" + ) + + +def get_version(): + here = os.path.abspath(os.path.dirname(__file__)) + stream = os.popen(f"pip freeze") + pip_freeze = stream.read() + + stream = os.popen(f"cd {here}; git show") + git_info = stream.read() + git_info = "\n".join(git_info.split("\n")[:3]) + + return pip_freeze, git_info + + +def main(): + silent, logdir, test, debug = parse_options() + + initialize_logger(logdir, silent, debug) + logging.info("-" * 20 + "Start of new ASCAM session" + "-" * 20) + + pip_freeze, git_info = get_version() + + logging.info(git_info) + logging.info(pip_freeze) + + app = QApplication([]) + for screen in app.screens(): + if (0, 0) != screen.geometry().topLeft(): + screen_resolution = screen.size().toTuple() + main_window = MainWindow(screen_resolution=screen_resolution) + main_window.show() + if test: + main_window.test_mode() + sys.exit(app.exec_()) + +if __name__ == "__main__": + # Change menubar name from 'python' to 'SAFT' on macOS + # from https://stackoverflow.com/questions/5047734/ + if sys.platform.startswith('darwin'): + # Python 3: pyobjc-framework-Cocoa is needed + try: + from Foundation import NSBundle + bundle = NSBundle.mainBundle() + if bundle: + app_name = os.path.splitext(os.path.basename(sys.argv[0]))[0] + app_info = bundle.localizedInfoDictionary() or bundle.infoDictionary() + if app_info: + app_info['CFBundleName'] = app_name.upper() # ensure text is in upper case. + except ImportError: + print ("Failed to import NSBundle, couldn't change menubar name." ) + + main() diff --git a/src/constants.py b/src/constants.py new file mode 100644 index 0000000..bc00b18 --- /dev/null +++ b/src/constants.py @@ -0,0 +1,24 @@ +DEFAULT_GAUSS_CUTOFF_FREQ = 1000 + +CURRENT_UNIT_FACTORS = {"fA": 1e15, "pA": 1e12, "nA": 1e9, "µA": 1e6, "mA": 1e3, "A": 1} +VOLTAGE_UNIT_FACTORS = {"uV": 1e6, "mV": 1e3, "V": 1} +TIME_UNIT_FACTORS = {"us": 1e6, "ms": 1e3, "s": 1} + +PRECISIONS = { + "us": 0, + "ms": 3, + "s": 6, + "fA": 0, + "pA": 3, + "nA": 6, + "uA": 9, + "mA": 12, + "A": 15, + "uV": 3, + "mV": 6, + "V": 9, + "int": 0, +} + +TEST_FILE_NAME = "181010007_max_bursts_conc.axgx" +TEST_FILE_NAME = "GluA2_T1_SC-recording_40kHzSR.mat" diff --git a/src/core/__init__.py b/src/core/__init__.py new file mode 100644 index 0000000..e60ff12 --- /dev/null +++ b/src/core/__init__.py @@ -0,0 +1,3 @@ +from .episode import Episode +from .idealization import IdealizationCache +from .recording import Recording diff --git a/src/core/analysis.py b/src/core/analysis.py new file mode 100644 index 0000000..9d8a7bf --- /dev/null +++ b/src/core/analysis.py @@ -0,0 +1,254 @@ +import warnings +import copy +import logging + +import numpy as np +from scipy.interpolate import CubicSpline as spCubicSpline + +from ..utils.tools import interval_selection, piezo_selection + + +ana_logger = logging.getLogger("ascam.analysis") +debug_logger = logging.getLogger("ascam.debug") + + +def interpolate( + signal, time, interpolation_factor +): + """Interpolate the signal with a cubic spline.""" + + spline = spCubicSpline(time, signal) + interpolation_time = np.arange( + time[0], time[-1], (time[1] - time[0]) / interpolation_factor + ) + return spline(interpolation_time), interpolation_time + + +class Idealizer: + """Container object for the different idealization functions.""" + + @classmethod + def idealize_episode( + cls, + signal, + time, + amplitudes, + thresholds = None, + resolution = None, + interpolation_factor = 1, + ): + """Get idealization for single episode.""" + + if thresholds is None or thresholds.size != amplitudes.size - 1: + thresholds = (amplitudes[1:] + amplitudes[:-1]) / 2 + + if interpolation_factor != 1: + signal, time = interpolate(signal, time, interpolation_factor) + + idealization = cls.threshold_crossing(signal, amplitudes, thresholds) + + if resolution is not None: + idealization = cls.apply_resolution(idealization, time, resolution) + return idealization, time + + @staticmethod + def threshold_crossing( + signal, + amplitudes, + thresholds = None, + ): + """Perform a threshold-crossing idealization on the signal. + + Arguments: + signal - data to be idealized + amplitudes - amplitudes to which signal will be idealized + thresholds - the thresholds above/below which signal is mapped + to an amplitude""" + + amplitudes = copy.copy( + np.sort(amplitudes) + ) # sort amplitudes in descending order + amplitudes = amplitudes[::-1] + + # if thresholds are not or incorrectly supplied take midpoint between + # amplitudes as thresholds + if thresholds is not None and (thresholds.size != amplitudes.size - 1): + warnings.warn( + f"Too many or too few thresholds given, there should be " + f"{amplitudes.size - 1} but there are {thresholds.size}.\n" + f"Thresholds = {thresholds}." + ) + + thresholds = (amplitudes[1:] + amplitudes[:-1]) / 2 + + # for convenience we include the trivial case of only 1 amplitude + if amplitudes.size == 1: + idealization = np.ones(signal.size) * amplitudes + else: + idealization = np.zeros(len(signal)) + # np.where returns a tuple containing array so we have to get the + # first element to get the indices + inds = np.where(signal > thresholds[0])[0] + idealization[inds] = amplitudes[0] + for thresh, amp in zip(thresholds, amplitudes[1:]): + inds = np.where(signal < thresh)[0] + idealization[inds] = amp + + return idealization + + @staticmethod + def apply_resolution( + idealization, time, resolution + ): + """Remove from the idealization any events that are too short. + + Args: + idealization - an idealized current trace + time - the corresponding time array + resolution - the minimum duration for an event""" + ana_logger.debug(f"Apply resolution={resolution}.") + + events = Idealizer.extract_events(idealization, time) + + i = 0 + end_ind = len(events[:, 1]) + while i < end_ind: + if events[i, 1] < resolution: + i_start = int(np.where(time == events[i, 2])[0]) + i_end = int(np.where(time == events[i, 3])[0]) + 1 + # add the first but not the last event to the next, + # otherwise, flip a coin + if (np.random.binomial(1, 0.5) or i == 0) and i != end_ind - 1: + i_end = int(np.where(time == events[i + 1, 3])[0]) + 1 + idealization[i_start:i_end] = events[i + 1, 0] + # set amplitude + events[i, 0] = events[i + 1, 0] + # add duration + events[i, 1] += events[i + 1, 1] + # set end_time + events[i, 3] = events[i + 1, 3] + # delete next event + events = np.delete(events, i + 1, axis=0) + else: # add to the previous event + i_start = int(np.where(time == events[i - 1, 2])[0]) + idealization[i_start:i_end] = events[i - 1, 0] + # add duration + events[i - 1, 1] += events[i, 1] + # set end_time + events[i - 1, 3] = events[i, 3] + # delete current event + events = np.delete(events, i, axis=0) + # now one less event to iterate over + end_ind -= 1 + else: + i += 1 + if np.any(Idealizer.extract_events(idealization, time)[:, 1] < resolution): + ana_logger.warning( + "Filter events below the resolution failed! Some events are still too short." + ) + return idealization + + @staticmethod + def extract_events( + idealization, time + ): + """Summarize an idealized trace as a list of events. + + Args: + idealization [1D numpy array] - an idealized current trace + time [1D numpy array] - the corresponding time array + Return: + event_list [4D numpy array] - an array containing the amplitude of + the event, its duration, the time it starts and the time it + end in its columns""" + + events = np.where(idealization[1:] != idealization[:-1])[0] + # events = events.astype(int) + # events+1 marks the indices of the last time point of an event + # starting from 0 to events[0] is the first event, from events[0]+1 + # to events[1] is the second... and from events[-1]+1 to + # t_end is the last event, hence + n_events = events.size + 1 + # init the array that will be final output table, events in rows and + # amplitude, duration, start and end in columns + event_list = np.zeros((n_events, 4)) + # fill the array + if n_events == 1: + event_list[0][0] = idealization[0] + event_list[0][2] = time[0] + event_list[0][3] = time[-1] + else: + event_list[0][0] = idealization[0] + event_list[0][2] = time[0] + event_list[0][3] = time[int(events[0])] + + event_list[1:, 0] = idealization[events + 1] + event_list[1:, 2] = time[events + 1] + event_list[1:-1, 3] = time[events[1:]] + + event_list[-1][0] = idealization[int(events[-1]) + 1] + event_list[-1][2] = time[(int(events[-1])) + 1] + event_list[-1][3] = time[-1] + # get the duration column + # because the start and end times of events are inclusive bounds + # ie [a,b] the length is b-a+1, so we need to add to each event the + # sampling interval + sampling_interval = time[1] - time[0] + event_list[:, 1] = event_list[:, 3] - event_list[:, 2] + sampling_interval + return event_list + + +def detect_first_activation( + time, signal, threshold +): + """Return the time where a signal first crosses below a threshold.""" + + return time[np.argmax(signal < threshold)] + + +def baseline_correction( + time, + signal, + sampling_rate, + intervals = None, + degree = 1, + method = "Polynomial", + piezo = None, + selection = "piezo", + active = False, + deviation = 0.05, +): + """Perform polynomial/offset baseline correction on the given signal. + + Parameters: + time - 1D array containing times of the measurements in signal + units of `time_unit` + signal - time series of measurements + intervals - interval or list of intervals from which to + estimate the baseline (in ms) + sampling_rate - sampling frequency (in Hz) + time_unit - units of the time vector, 'ms' or 's' + method - `baseline` can subtract a fitted polynomial of + desired degree OR subtract the mean + degree - if method is 'poly', the degree of the polynomial + Returns: + original signal less the fitted baseline""" + + if selection.lower() == "intervals": + t, s = interval_selection(time, signal, intervals, sampling_rate) + elif selection.lower() == "piezo": + t, s = piezo_selection(time, piezo, signal, active, deviation) + else: + t = time + s = signal + + if method.lower() == "offset": + offset = np.mean(s) + output = signal - offset + elif method.lower() == "polynomial": + coeffs = np.polyfit(t, s, degree) + baseline = np.zeros_like(time) + for i in range(degree + 1): + baseline += coeffs[i] * (time ** (degree - i)) + output = signal - baseline + return output diff --git a/src/core/episode.py b/src/core/episode.py new file mode 100644 index 0000000..2736ecd --- /dev/null +++ b/src/core/episode.py @@ -0,0 +1,162 @@ +import numpy as np + + +from ..utils import piezo_selection +from ..constants import CURRENT_UNIT_FACTORS, VOLTAGE_UNIT_FACTORS, TIME_UNIT_FACTORS +from .filtering import gaussian_filter, ChungKennedyFilter +from .analysis import baseline_correction, detect_first_activation, Idealizer + + +class Episode: + def __init__( + self, + time, + trace, + n_episode=0, + piezo=None, + command=None, + sampling_rate=4e4, + input_time_unit="s", + input_trace_unit="A", + input_piezo_unit="V", + input_command_unit="V", + ): + """Episode objects hold all the information about an epoch and + should be used to store raw and manipulated data + + Parameters: + time [1D array of floats] - containing time (in seconds) + trace [1D array of floats] - containing the current + trace + piezo [1D array of floats] - the voltage applied to the + Piezo device + command [1D array of floats] - voltage applied to + cell + n_episode [int] - the number of measurements on this cell that + came before this one + filterType [string] - type of filter used""" + + # units when given input + self.time = time / TIME_UNIT_FACTORS[input_time_unit] + self.trace = trace / CURRENT_UNIT_FACTORS[input_trace_unit] + self._id_time = time / TIME_UNIT_FACTORS[input_time_unit] + + if piezo is not None: + self.piezo = piezo / VOLTAGE_UNIT_FACTORS[input_piezo_unit] + else: + self.piezo = None + if command is not None: + self.command = command / VOLTAGE_UNIT_FACTORS[input_command_unit] + else: + self.command = None + + # results of analyses + self.first_activation = None + self.manual_first_activation = False + self.idealization = None + self.id_time = None + # metadata about the episode + self.n_episode = int(n_episode) + + @property + def first_activation_amplitude(self): + if self.first_activation is None: + return None + # return the trace value at the time point closest to the mark, + # because manual marking can choose points that are not in the time array + return self.trace[np.argmin(np.abs(self.time - self.first_activation))] + + def idealize( + self, amplitudes, thresholds=None, resolution=None, interpolation_factor=1 + ): + self.idealization, self.id_time = Idealizer.idealize_episode( + self.trace, + self.time, + amplitudes, + thresholds, + resolution, + interpolation_factor, + ) + + def gauss_filter_episode(self, filter_frequency=1e3, sampling_rate=4e4): + """Replace the current trace of the episode by the gauss filtered + version of itself.""" + + self.trace = gaussian_filter( + signal=self.trace, + filter_frequency=filter_frequency, + sampling_rate=sampling_rate, + ) + + def CK_filter_episode( + self, + window_lengths, + weight_exponent, + weight_window, + apriori_f_weights=False, + apriori_b_weights=False, + ): + """Replace the current _trace by the CK fitered version of itself.""" + + ck_filter = ChungKennedyFilter( + window_lengths, + weight_exponent, + weight_window, + apriori_f_weights, + apriori_b_weights, + ) + self.trace = ck_filter.apply_filter(self.trace) + + def baseline_correct_episode( + self, + intervals=None, + method="Polynomial", + degree=1, + selection="piezo", + active=False, + deviation=0.05, + sampling_rate=4e4, + ): + """Apply a baseline correction to the episode.""" + + self.trace = baseline_correction( + time=self.time, + signal=self.trace, + sampling_rate=sampling_rate, + intervals=intervals, + degree=degree, + method=method, + piezo=self.piezo, + selection=selection, + active=active, + deviation=deviation, + ) + + def check_standarddeviation_all(self, stdthreshold=5e-13): + """Check the standard deviation of the episode against a reference + value.""" + + _, trace = piezo_selection( + self.time, self.piezo, self.trace, active=False, deviation=0.01 + ) + tracestd = np.std(trace) + if tracestd > stdthreshold: + self.suspiciousSTD = True + + def get_command_stats(self): + """Get the mean and standard deviation of the command voltage of the + episode.""" + + if self.command is not None: + mean = np.mean(self.command) + std = np.std(self.command) + else: + mean = std = np.nan + return mean, std + + def detect_first_activation(self, threshold): + """Detect the first activation in the episode.""" + + self.first_activation = detect_first_activation( + self.time, self.trace, threshold + ) diff --git a/src/core/filtering.py b/src/core/filtering.py new file mode 100644 index 0000000..92e5edb --- /dev/null +++ b/src/core/filtering.py @@ -0,0 +1,318 @@ +import logging + +import numpy as np + + +def apply_filter(signal, window): + """Apply filter window to a signal. + + for now datatype should be using numpy types such as 'np.int16' + the entire file is read assuming datatype so header length should + be specified in words of the same bit length + filter_frequency should be supplied in units of sampling rate + filter_type does not need to be set until/unless we start using + other filters + method allows for using scipy fft convolve which might be faster + for large signal sets""" + + # pad with constant values to reduce boundary effects and keep + # original length of array + padLength = int((len(window) - 1) / 2) # `len(window)` is always odd + leftPad = np.ones(padLength) * signal[0] + rightPad = np.ones(padLength) * signal[-1] + signal = signal.flatten() + signal = np.hstack((leftPad, signal, rightPad)) + output = np.convolve(signal, window, mode="valid") + return output + + +def gaussian_window(filter_frequency, sampling_rate=4e4): + """This calculates the coefficients for a disrete Gaussian filter + as described in equation A10 in chapter 19 in the blue book + Parameters: + filter_frequency - should be given in units Hz + sampling_rate - units of Hz""" + + filter_frequency /= sampling_rate + sigma = 0.1325 / filter_frequency + + if sigma >= 0.62: # filter as normal + n = np.int(4 * sigma) + non_neg_ind_coefficients = np.zeros(n + 1) + for index in range(n + 1): + non_neg_ind_coefficients[index] = ( + 1 + / (np.sqrt(2 * np.pi) * sigma) + * np.exp(-index ** 2 / (2 * sigma ** 2)) + ) + negative_ind_coeff = non_neg_ind_coefficients[:0:-1] + coefficients = np.hstack((negative_ind_coeff, non_neg_ind_coefficients)) + else: # light filtering as described in blue book + coefficients = np.zeros(3) + coefficients[0] = sigma * sigma / 2 + coefficients[1] = 1 - 2 * coefficients[0] + coefficients[2] = coefficients[0] + + return coefficients + + +def gaussian_filter(signal, filter_frequency, sampling_rate=4e4): + window = gaussian_window(filter_frequency, sampling_rate) + output = apply_filter(signal, window) + return output + + +class ChungKennedyFilter: + """Create a "Chung-Kennedy" filter as described in + https://doi.org/10.1016/0165-0270(91)90118-J""" + + def __init__( + self, + window_lengths, + weight_exponent, + weight_window, + apriori_f_weights=False, + apriori_b_weights=False, + boundary_mode="increasing", + ): + """Chung-Kennedy filter. + + Parameters: + window_lengths [list of positive ints] - a list containing the + desired widths of the forward and backward predictors + + weight_exponent [positive float] - the exponent governing the + sensitivity of the weights to the accuracy of the predictors + this is 'p' in the original paper + + apriori_f_weights [list of positive floats] - apriori confidence in + the different forward predictors, 'pi_i' in the paper + + apriori_b_weights [list of positive floats] - apriori confidence in + the different backward predictors, 'pi_i' in the paper + + boundary_mode [string] - how to deal with boundary effects either + 'increasing' which will calculate predictions with increasing + window widths or 'padded' which will pad the signal with 0s + at the edges + + Note: + -window_lengths used for forward and backward prediction are the + same + -if apriori weights are given their order is assumed to correspond + to the order of the window lengths""" + + self.window_lengths = window_lengths + self.weight_exponent = weight_exponent + self.weight_window = weight_window + self.mode = boundary_mode + + n_predictors = len(window_lengths) + + if apriori_f_weights: + self.apriori_f_weights = apriori_f_weights + else: + self.apriori_f_weights = np.ones(n_predictors) / n_predictors + + if apriori_b_weights: + self.apriori_b_weights = apriori_b_weights + else: + self.apriori_b_weights = np.ones(n_predictors) / n_predictors + + def predict_forward(self, data, window_width): + """Calculate the forward prediction + + the boundary effects are handled by taking the first prediction + equal to the first element and then predicting on a window of increasing + size until the full window_width is reached + Parameters: + data [1D array] - data for with the forward prediction is to be + calculated + window_width [int] - number of points to take into consideration + when predicting + Returns: + forward_prediction [1D array] - forward prediciton of the data""" + + forward_prediction = np.zeros(len(data)) + if self.mode == "increasing": + # take first prediction equal to real value + forward_prediction[0] = data[0] + # add points with offsets -1,...,-window_width + for i in range(1, window_width + 1): + forward_prediction[i:] += data[:-i] + # take average of values to get prediction + for i in range(window_width): + forward_prediction[i] /= i + 1 + forward_prediction[window_width:] /= window_width + elif self.mode == "padded": + data = np.hstack((np.zeros(window_width), data)) + for i in range(1, window_width + 1): + forward_prediction += data[window_width - i : -i] + forward_prediction /= window_width + else: + raise ValueError( + f"Mode {mode} is an unknown method for dealing\ + with edges" + ) + return forward_prediction + + def predict_backward(self, data, window_width): + """Calculate the backward prediction based on the mean of next + #window_width data points + The boundary (end of array) is dealt with by taking the last prediction + equal to the original datapoint and then predicting for a window of + increasing size until #window_width is reached + Parameters: + data [1D array] - data for with the backward prediction is to be + calculated + window_width [int] - number of points to take into consideration + when predicting + Returns: + backward_prediction [1D array] - backward prediction of the data""" + + len_data = len(data) + backward_prediction = np.zeros(len_data) + if self.mode == "increasing": + # since we cannot backward predict the last element we set it equal + # to the original datapoint + backward_prediction[-1] = data[-1] + # add to each point in the prediction the original data with offset + # 1,...,window_width + for i in range(1, window_width): + backward_prediction[:-i] += data[i:] + # take the means of all the points in prediction + for i in range(1, window_width): + backward_prediction[-i] /= i + backward_prediction[: len_data - window_width + 1] /= window_width + elif self.mode == "padded": + data = np.hstack((data, np.zeros(window_width))) + for i in range(1, window_width + 1): + backward_prediction += data[i : len(data) - window_width + i] + backward_prediction /= window_width + else: + raise ValueError( + f"Mode {mode} is an unknown method for dealing\ + with edges" + ) + return backward_prediction + + def calculate_forward_weights(self, data, predictions): + """Calculate the weights of the backward predictors. + + Where the window for calculating the weights is larger than the + available number of datapoints all those that are present are used. + Any 0 differences will be replaced by 1 (this is arbitrary) + Parameters: + data [1D array or list of floats] - the data to be filtered + predictions [2D array or list of 1D arrays] - the predictions to be + weighted n_prediction by len_data + Returns: + forward_w [2D array] - array containng the weights for the different + predictors in the rows, n_prediction by len_data + """ + + # predictors should be given as lists, if the first element of + # predictions is not a list it is assumed that only a single forward + # prediction was given + if type(predictions[0]) is not np.ndarray: + predictions = [predictions] + + len_data = len(data) + n_predictors = len(predictions) + # allocate weight array + forward_w = np.zeros((n_predictors, len_data)) + for i, prediction in enumerate(predictions): + diff = (data - prediction) ** 2 + forward_w[i] = diff + # add the differenes for each offset + for j in range(1, self.weight_window): + # since we cannot slice with negative values without getting + # elements from the end of the array we have to seperate cases + for k in range(self.weight_window): + # if we do not have the full window available we use those + # that are present + if not k - j < 0: + forward_w[i, k] += diff[k - j] + # everywhere else the window fits and we can simply use array + # arithmetic + forward_w[i, self.weight_window :] += diff[self.weight_window - j : -j] + # in order to avoid infinities from tiny numers we considering + # everyhing 2: + self.tab_frame.removeTab(self.tab_frame.currentIndex()) + else: + self.close_frame() + + def close_frame(self): + self.main.ep_frame.ep_list.currentItemChanged.disconnect(self.on_episode_click) + self.main.plot_frame.tc_tracking = False + self.main.tc_frame = None + self.main.plot_frame.update_plots() + self.close() + + def create_histogram_frame(self): + self.current_tab.create_histogram_frame() + + def create_event_frame(self): + self.current_tab.create_event_frame() + + def export_events(self): + self.get_params() + self.current_tab.idealization_cache.get_events() + filename = QFileDialog.getSaveFileName( + self, dir=self.main.filename[:-4] + "_events.csv", filter="*.csv" + )[0] + self.current_tab.idealization_cache.export_events( + filename, self.current_tab.time_unit, self.current_tab.trace_unit + ) + + def export_idealization(self): + self.get_params() + self.idealize_series() + ExportIdealizationDialog(self.main, self.current_tab.idealization_cache) + # filename = QFileDialog.getSaveFileName( + # self, dir=self.main.filename[:-4] + "_idealization.csv", filter="*.csv" + # )[0] + # self.current_tab.idealization_cache.export_idealization( + # filename, + # self.current_tab.time_unit, + # self.current_tab.trace_unit, + # ) + + def get_params(self): + return self.current_tab.get_params() + + def idealization(self, n_episode=None): + if self.current_tab.idealization_cache is not None: + return self.current_tab.idealization_cache.idealization(n_episode) + return None + + def time(self, n_episode=None): + return self.current_tab.idealization_cache.time(n_episode) + + def calculate_click(self): + self.get_params() + self.idealize_episode() + self.main.plot_frame.update_episode() + + def idealize_episode(self): + self.current_tab.idealization_cache.idealize_episode() + + def idealize_series(self): + self.current_tab.idealization_cache.idealize_series() + + def track_cursor(self, y_pos): + """Track the position of the mouse cursor over the plot and if mouse 1 + is pressed adjust the nearest threshold/amplitude line by dragging the + cursor.""" + + amps, thetas = self.get_params()[:2] + if thetas.size > 0: + tc_diff = np.min(np.abs(thetas - y_pos)) + else: + tc_diff = np.inf + if amps.size > 0: + amp_diff = np.min(np.abs(amps - y_pos)) + else: + amp_diff = np.inf + + y_pos *= CURRENT_UNIT_FACTORS[self.current_tab.trace_unit] + if self.current_tab.neg_check.isChecked(): + y_pos *= -1 + if tc_diff < amp_diff and self.current_tab.show_threshold_check.isChecked(): + new_str = update_number_in_string( + y_pos, self.current_tab.threshold_entry.toPlainText() + ) + self.current_tab.threshold_entry.setPlainText(new_str) + self.current_tab.auto_thresholds.setChecked(False) + elif self.current_tab.show_amp_check.isChecked(): + new_str = update_number_in_string( + y_pos, self.current_tab.amp_entry.toPlainText() + ) + self.current_tab.amp_entry.setPlainText(new_str) + self.calculate_click() + + +class IdealizationTabFrame(QTabWidget): + def __init__(self, parent): + super().__init__() + self.parent = parent + + self.tabs = [IdealizationTab(self)] + self.addTab(self.tabs[0], "1") + + self.insertTab(1, QWidget(), "") + self.new_button = QToolButton() + self.new_button.setText("+") + self.new_button.clicked.connect(self.add_tab) + self.tabBar().setTabButton(1, QTabBar.RightSide, self.new_button) + + self.setTabsClosable(True) + self.tabBar().tabCloseRequested.connect(self.remove_tab) + + self.currentChanged.connect(self.switch_tab) + + def remove_tab(self, index): + if index != self.count() - 1: + self.removeTab(index) + + def add_tab(self): + title = str(self.count()) + debug_logger.debug(f"adding new tab with number {title}") + tab = IdealizationTab(self) + self.tabs.append(tab) + ind = self.insertTab(self.count() - 1, tab, title) + self.setCurrentIndex(ind) + + def switch_tab(self): + self.parent.idealize_episode() + + +class IdealizationTab(EntryWidget): + def __init__(self, parent): + super().__init__(parent) + self.idealization_cache = None + + def keyPressEvent(self, event): + if event.key() in (QtCore.Qt.Key_Return, QtCore.Qt.Key_Enter): + if QApplication.focusWidget() == self.res_entry: + self.use_res.setChecked(True) + elif QApplication.focusWidget() == self.threshold_entry: + self.show_threshold_check.setChecked(True) + elif QApplication.focusWidget() == self.intrp_entry: + self.interpolate.setChecked(True) + self.parent.parent.calculate_click() + else: + super().keyPressEvent(event) + + def create_widgets(self): + amp_label = QLabel("Amplitudes") + self.show_amp_check = QCheckBox("Show") + self.show_amp_check.setChecked(True) + self.add_row(amp_label, self.show_amp_check) + + self.neg_check = QCheckBox("Treat as negative") + self.add_row(self.neg_check, self.trace_unit_entry) + + self.amp_entry = TextEdit(self) + self.add_row(self.amp_entry) + + self.drag_amp_toggle = QToolButton() + self.drag_amp_toggle.setCheckable(True) + self.drag_amp_toggle.setText("Drag lines to change parameters") + self.drag_amp_toggle.setChecked(self.parent.parent.main.plot_frame.tc_tracking) + self.drag_amp_toggle.clicked.connect(self.toggle_drag_params) + self.add_row(self.drag_amp_toggle) + + threshold_label = QLabel("Thresholds") + self.show_threshold_check = QCheckBox("Show") + self.add_row(threshold_label, self.show_threshold_check) + + self.auto_thresholds = QCheckBox("Auto-Generate") + self.auto_thresholds.stateChanged.connect(self.toggle_auto_theta) + self.add_row(self.auto_thresholds) + + self.threshold_entry = TextEdit(self) + self.add_row(self.threshold_entry) + + res_label = QLabel("Resolution") + self.use_res = QCheckBox("Apply") + self.use_res.stateChanged.connect(self.toggle_resolution) + self.add_row(res_label, self.use_res) + + self.res_entry = QLineEdit(self) + self.add_row(self.res_entry, self.time_unit_entry) + + intrp_label = QLabel("Interpolation") + self.interpolate = QCheckBox("Apply") + self.interpolate.stateChanged.connect(self.toggle_interpolation) + self.add_row(intrp_label, self.interpolate) + + self.intrp_entry = QLineEdit(self) + self.add_row(self.intrp_entry) + + def toggle_drag_params(self, checked): + self.parent.parent.main.plot_frame.tc_tracking = checked + + def toggle_interpolation(self, state): + if not state: + self.intrp_entry.setEnabled(False) + else: + self.intrp_entry.setEnabled(True) + + def toggle_resolution(self, state): + if not state: + self.res_entry.setEnabled(False) + else: + self.res_entry.setEnabled(True) + + def toggle_auto_theta(self, state): + # apparently state==2 if the box is checked and 0 + # if it is not + if state: + self.threshold_entry.setEnabled(False) + else: + self.threshold_entry.setEnabled(True) + + def get_params(self): + amps = string_to_array(self.amp_entry.toPlainText()) + thresholds = string_to_array(self.threshold_entry.toPlainText()) + res_string = self.res_entry.text() + intrp_string = self.intrp_entry.text() + + if self.auto_thresholds.isChecked() or ( + thresholds is None or thresholds.size != amps.size - 1 + ): + thresholds = (amps[1:] + amps[:-1]) / 2 + self.threshold_entry.setText(array_to_string(thresholds)) + self.auto_thresholds.setChecked(True) + self.threshold_entry.setEnabled(False) + + if self.neg_check.isChecked(): + amps *= -1 + thresholds *= -1 + + trace_factor = CURRENT_UNIT_FACTORS[self.trace_unit] + amps /= trace_factor + thresholds /= trace_factor + time_factor = TIME_UNIT_FACTORS[self.time_unit] + + if res_string.strip() and self.use_res.isChecked(): + resolution = float(res_string) + resolution /= time_factor + else: + resolution = None + + if intrp_string.strip() and self.interpolate.isChecked(): + intrp_factor = int(intrp_string) + else: + intrp_factor = 1 + + if self.check_params_changed(amps, thresholds, resolution, intrp_factor): + debug_logger.debug( + f"creating new idealization cache for\n" + f"amp = {amps} \n" + f"thresholds = {thresholds}\n" + f"resolution = {res_string}\n" + f"interpolation = {intrp_string}" + ) + try: + self.idealization_cache.clear_idealization() + except AttributeError as e: + if "'IdealizationTab' object has no attribute 'idealization_cache'" in str( + e + ) or "object has no attribute " in str( + e + ): + pass + else: + raise AttributeError(e) + self.idealization_cache = IdealizationCache( + self.parent.parent.main.data, amps, thresholds, resolution, intrp_factor + ) + return amps, thresholds, resolution, intrp_factor + + def check_params_changed(self, amp, theta, res, intrp): + changed = True + try: + if set(amp) != set(self.idealization_cache.amplitudes): + debug_logger.debug("amps have changed") + elif set(theta) != set(self.idealization_cache.thresholds): + debug_logger.debug("thresholds have changed") + elif res != self.idealization_cache.resolution: + debug_logger.debug("resolution has changed") + elif intrp != self.idealization_cache.interpolation_factor: + debug_logger.debug("interpolation factor has changed") + else: + changed = False + except AttributeError: + pass + if changed: + try: + debug_logger.debug("changing name of old histogram frame") + name = self.hist_frame.windowTitle() + self.event_table_frame.setWindowTitle(f"outdated - {name}") + except AttributeError: + pass + try: + debug_logger.debug("changing name of old event table") + name = self.event_table_frame.windowTitle() + self.event_table_frame.setWindowTitle(f"outdated - {name}") + except AttributeError: + pass + return changed + + def create_histogram_frame(self): + params = self.get_params() + self.hist_frame = HistogramFrame(self, amps=params[0]) + self.hist_frame.setWindowTitle( + f"Amp={params[0]}; Thresh={params[1]}; " + f"Res={params[2]}; Intrp={params[3]}" + ) + + def create_event_frame(self): + params = self.get_params() + self.event_table_frame = TableFrame( + self, + data=self.idealization_cache.get_events( + trace_unit=self.trace_unit, time_unit=self.time_unit + ), + header=[ + "Episode #", + f"Amplitude [{self.trace_unit}]", + f"Duration [{self.time_unit}]", + f"t_start [{self.time_unit}]", + f"t_stop [{self.time_unit}]", + ], + title=f"Amp={params[0]}; Thresh={params[1]}; Res={params[2]}; Intrp={params[3]}", + trace_unit=self.trace_unit, + time_unit=self.time_unit, + ) + + +class HistogramFrame(QDialog): + def __init__(self, parent, amps): + super().__init__() + self.parent = parent + self.amps = amps + self.layout = QGridLayout() + self.setLayout(self.layout) + + height = 800 + width = 1200 + self.setGeometry(parent.x() + width / 4, parent.y() + height / 3, width, height) + + self.create_histograms() + self.setModal(False) + self.show() + + def create_histograms( + self, log_times=True, root_counts=True, time_unit="ms", n_bins=None + ): + if n_bins is not None and len(n_bins) != len(self.amps): + n_bins = None + debug_logger.debubg( + f"argument n_bins is being ignoroed because it is incorrect n_bins={n_bins}" + ) + n_cols = np.round(np.sqrt(len(self.amps))) + self.histograms = [] + i = j = 0 + for amp in self.amps: + debug_logger.debug(f"getting hist for {amp}") + if n_bins is None: + histogram = Histogram( + histogram_frame=self, + idealization_cache=self.parent.idealization_cache, + amp=amp, + log_times=log_times, + root_counts=root_counts, + time_unit=time_unit, + ) + else: + histogram = Histogram( + histogram_frame=self, + idealization_cache=self.parent.idealization_cache, + n_bins=n_bins[amp], + amp=amp, + log_times=log_times, + root_counts=root_counts, + time_unit=time_unit, + ) + self.histograms.append(histogram) + self.layout.addWidget(histogram.widget, i, j) + histogram.row = i + histogram.col = j + j += 1 + if j > n_cols: + i += 1 + j = 0 + + +class Histogram: + def __init__( + self, + histogram_frame=None, + idealization_cache=None, + amp=None, + n_bins=None, + time_unit="ms", + log_times=True, + root_counts=True, + trace_unit="pA", + ): + self.histogram_frame = histogram_frame + self.idealization_cache = idealization_cache + self.amp = amp + self.n_bins = n_bins + self.time_unit = time_unit + self.log_times = log_times + self.root_counts = root_counts + self.trace_unit = trace_unit + + self.widget = self.create_widget() + self.row = None + self.col = None + + def create_widget(self): + heights, bins = self.idealization_cache.dwell_time_hist( + self.amp, self.n_bins, self.time_unit, self.log_times, self.root_counts + ) + self.n_bins = len(bins) - 1 + hist_viewbox = HistogramViewBox( + histogram=self, + histogram_frame=self.histogram_frame, + amp=self.amp, + n_bins=self.n_bins, + time_unit=self.time_unit, + ) + x_label = ( + f"Log10 Dwell Time [log({self.time_unit})]" + if self.log_times + else f"Dwell Time [{self.time_unit}]" + ) + y_label = f"Sqrt(Counts)" if self.root_counts else "Counts" + hist_widget = pg.PlotWidget( + viewBox=hist_viewbox, + title=f"{self.amp:.3g}", + labels={"left": (y_label), "bottom": (x_label)}, + ) + hist_widget.setBackground("w") + hist_widget.plot( + bins, + heights, + stepMode=True, + pen=pg.mkPen(width=2), + fillLevel=0, + fillOutline=True, + brush=(0, 0, 255, 150), + ) + return hist_widget + + def update_hist(self): + debug_logger.debug( + f"updating histogram for {self.amp} with n_bins={self.n_bins}, time_unit={self.time_unit}, " + f"log_times={self.log_times}, root_counts={self.root_counts}" + ) + heights, bins = self.idealization_cache.dwell_time_hist( + self.amp, self.n_bins, self.time_unit, self.log_times, self.root_counts + ) + self.widget.deleteLater() + hist_viewbox = HistogramViewBox( + histogram=self, + histogram_frame=self.histogram_frame, + amp=self.amp, + n_bins=self.n_bins, + time_unit=self.time_unit, + ) + x_label = ( + f"Log10 Dwell Time [log({self.time_unit})]" + if self.log_times + else f"Dwell Time [{self.time_unit}]" + ) + y_label = f"Sqrt(Counts)" if self.root_counts else "Counts" + self.widget = pg.PlotWidget( + viewBox=hist_viewbox, + title=f"{self.amp:.3g}", + labels={"left": (y_label), "bottom": (x_label)}, + ) + self.widget.setBackground("w") + self.widget.plot( + bins, + heights, + stepMode=True, + pen=pg.mkPen(width=2), + fillLevel=0, + fillOutline=True, + brush=(0, 0, 255, 150), + ) + self.histogram_frame.layout.addWidget(self.widget, self.row, self.col) diff --git a/src/gui/episode_frame.py b/src/gui/episode_frame.py new file mode 100644 index 0000000..10ac805 --- /dev/null +++ b/src/gui/episode_frame.py @@ -0,0 +1,235 @@ +import logging + +from PySide2 import QtCore, QtGui +from PySide2.QtWidgets import ( + QWidget, + QListWidget, + QVBoxLayout, + QSizePolicy, + QCheckBox, + QLineEdit, + QDialog, + QLabel, + QPushButton, + QGridLayout, + QComboBox, +) + + +debug_logger = logging.getLogger("ascam.debug") +ana_logger = logging.getLogger("ascam.analysis") + + +class EpisodeFrame(QWidget): + keyPressed = QtCore.Signal(str) + + def __init__(self, main, *args, **kwargs): + super(EpisodeFrame, self).__init__(*args, **kwargs) + self.main = main + self.layout = QVBoxLayout() + self.setLayout(self.layout) + self.setFixedWidth(150) + + self.create_widgets() + + self.keyPressed.connect(self.key_pressed) + + def create_widgets(self): + self.list_frame = ListFrame(self) + self.layout.addWidget(self.list_frame) + + self.series_selection = QComboBox() + self.series_selection.setDuplicatesEnabled(False) + self.series_selection.addItems(list(self.main.data.keys())) + self.series_selection.currentTextChanged.connect(self.switch_series) + self.layout.addWidget(self.series_selection) + + self.ep_list = EpisodeList(self) + self.layout.addWidget(self.ep_list) + + def switch_series(self, index): + debug_logger.debug(f"switching series to index {index}") + self.main.data.current_datakey = index + try: + self.main.tc_frame.get_params() + self.main.tc_frame.idealize_episode() + except AttributeError as e: + if "'MainWindow' object has no attribute 'tc_frame'" in str( + e + ) or "object has no attribute 'get_params'" in str(e): + pass + else: + raise e + self.main.plot_frame.plot_all() + + def update_combo_box(self): + self.series_selection.currentTextChanged.disconnect(self.switch_series) + self.series_selection.clear() + debug_logger.debug( + f"updating series selection; new keys are" f"{self.main.data.keys()}" + ) + self.series_selection.addItems(list(self.main.data.keys())) + ind = 0 + for k in self.main.data.keys(): + if k == self.main.data.current_datakey: + break + ind += 1 + self.series_selection.setCurrentIndex(ind) + self.series_selection.currentTextChanged.connect(self.switch_series) + + def keyPressEvent(self, event): + super().keyPressEvent(event) + self.keyPressed.emit(event.text()) + + def key_pressed(self, key): + assigned_keys = [x[1] for x in self.main.data.lists.values()] + if key in assigned_keys: + for l in self.list_frame.lists: + if f"[{key}]" in l.text(): + name = l.text().split()[0] + for item in self.ep_list.selectedItems(): + index = self.ep_list.row(item) + self.list_frame.add_to_list(name, key, index) + + +class ListFrame(QWidget): + keyPressed = QtCore.Signal(str) + + def __init__(self, parent, *args, **kwargs): + super(ListFrame, self).__init__(*args, **kwargs) + self.parent = parent + self.layout = QVBoxLayout() + self.setLayout(self.layout) + + self.lists = [] + self.new_list("All") + + self.new_button = QPushButton("New List") + self.new_button.clicked.connect(self.create_dialog) + self.layout.addWidget(self.new_button) + + def new_list(self, name, key=None): + label = f"{name} [{key}]" if key is not None else name + check_box = QCheckBox(label) + check_box.setChecked(True) + self.lists.append(check_box) + self.layout.insertWidget(0, check_box) + self.parent.main.data.lists[name] = ([], key) + debug_logger.debug( + f"added list '{name}' with key '{key}'\n" + "lists are now:\n" + f"{self.parent.main.data.lists}" + ) + + def add_to_list(self, name, key, index): + if index not in self.parent.main.data.lists[name][0]: + self.parent.main.data.lists[name][0].append(index) + assigned_keys = [ + x[1] + for x in self.parent.main.data.lists.values() + if index in x[0] and x[1] is not None + ] + n = f"Episode {self.parent.main.data.series[index].n_episode} " + assigned_keys.sort() + s = "" + for k in assigned_keys: + if k is not None: + s += f"[{k}]" + n += s.rjust(20 - len(n), " ") + self.parent.ep_list.item(index).setText(n) + ana_logger.debug( + f"added episode {self.parent.main.data.series[index].n_episode} to list {name}" + ) + else: + self.parent.main.data.lists[name][0].remove(index) + n = self.parent.ep_list.item(index).text() + assigned_keys = [ + x[1] + for x in self.parent.main.data.lists.values() + if index in x[0] and x[1] is not None + ] + assigned_keys.sort() + n = f"Episode {self.parent.main.data.series[index].n_episode} " + s = "" + for k in assigned_keys: + if k is not None: + s += f"[{k}]" + n += s.rjust(20 - len(n), " ") + self.parent.ep_list.item(index).setText(n) + ana_logger.debug( + f"removed episode {self.parent.main.data.series[index].n_episode} from list {name}" + ) + + def create_dialog(self): + self.dialog = QDialog() + self.dialog.setWindowTitle("Add List") + layout = QGridLayout() + self.dialog.setLayout(layout) + + layout.addWidget(QLabel("Name:"), 0, 0) + self.name_entry = QLineEdit() + layout.addWidget(self.name_entry, 0, 1) + layout.addWidget(QLabel("Key:"), 1, 0) + self.key_entry = QLineEdit() + self.key_entry.setMaxLength(1) + layout.addWidget(self.key_entry, 1, 1) + + ok_button = QPushButton("OK") + ok_button.clicked.connect(self.ok_clicked) + layout.addWidget(ok_button, 2, 0) + + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.dialog.close) + layout.addWidget(cancel_button, 2, 1) + self.dialog.exec_() + + def ok_clicked(self): + self.new_list(self.name_entry.text(), self.key_entry.text()) + self.dialog.close() + + def keyPressEvent(self, event): + if event.text().isalpha(): + event.ignore() + else: + super().keyPressEvent(event) + + +class EpisodeList(QListWidget): + """Widget holding the scrollable list of episodes and the episode list + selection""" + + keyPressed = QtCore.Signal(str) + + def __init__(self, parent, *args, **kwargs): + super(EpisodeList, self).__init__(*args, **kwargs) + self.parent = parent + self.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection) + self.setSizePolicy(QSizePolicy.Fixed, QSizePolicy.Expanding) + self.currentItemChanged.connect( + self.on_item_click, type=QtCore.Qt.DirectConnection + ) + self.populate() + + def on_item_click(self, item, _): + debug_logger.debug(f"clicked new episode") + ep_number = int(item.text().split()[1]) + self.parent.main.data.current_ep_ind = ep_number + + def populate(self): + self.currentItemChanged.disconnect(self.on_item_click) + self.clear() + if self.parent.main.data is not None: + debug_logger.debug("inserting data") + self.addItems( + [f"Episode {e.n_episode}" for e in self.parent.main.data.series] + ) + self.setCurrentRow(0) + self.currentItemChanged.connect( + self.on_item_click, type=QtCore.Qt.DirectConnection + ) + + def keyPressEvent(self, event): + if event.text().isalpha(): + event.ignore() + else: + super().keyPressEvent(event) diff --git a/src/gui/first_activation_frame.py b/src/gui/first_activation_frame.py new file mode 100644 index 0000000..2dce68e --- /dev/null +++ b/src/gui/first_activation_frame.py @@ -0,0 +1,243 @@ +import logging + +import pyqtgraph as pg +from PySide2 import QtCore +from PySide2.QtWidgets import ( + QLabel, + QComboBox, + QWidget, + QVBoxLayout, + QHBoxLayout, + QCheckBox, + QLineEdit, + QToolButton, + QPushButton, +) + +from ..gui import ExportFADialog +from ..utils import round_off_tables +from ..utils.widgets import EntryWidget, TableFrame +from ..constants import CURRENT_UNIT_FACTORS + +debug_logger = logging.getLogger("ascam.debug") + + +class FirstActivationFrame(EntryWidget): + def __init__(self, main): + super().__init__(main) + self.main = main + self.setFixedWidth(250) + + self.main.plot_frame.plot_fa_threshold(0) + + self.marking_indicator = None + + self.main.ep_frame.ep_list.currentItemChanged.connect( + self.on_episode_click, type=QtCore.Qt.QueuedConnection + ) + + self.threshold = 0 + self.set_threshold() + + @property + def marking_indicator(self): + return self.main.plot_frame.marking_indicator + + @marking_indicator.setter + def marking_indicator(self, val): + self.main.plot_frame.marking_indicator = val + + @property + def threshold(self): + thresh = float(self.threshold_entry.text()) + return thresh / CURRENT_UNIT_FACTORS[self.trace_unit] + + @threshold.setter + def threshold(self, val): + self.threshold_entry.setText( + f"{val * CURRENT_UNIT_FACTORS[self.trace_unit]:.3f}" + ) + + def create_widgets(self): + self.drag_threshold_button = QLabel("First Activation Threshold:") + self.add_row(self.drag_threshold_button) + + self.trace_unit_entry = QComboBox() + self.trace_unit_entry.addItems(list(CURRENT_UNIT_FACTORS.keys())) + self.trace_unit_entry.setCurrentIndex(1) + self.threshold_entry = QLineEdit() + self.threshold_entry.setText("0") + self.threshold_entry.returnPressed.connect(self.set_threshold) + self.drag_threshold_button = QToolButton() + self.drag_threshold_button.setText("Draggable") + self.drag_threshold_button.setCheckable(True) + self.drag_threshold_button.toggled.connect(self.toggle_dragging_threshold) + self.add_row( + self.trace_unit_entry, self.threshold_entry, self.drag_threshold_button + ) + + self.threshold_button = QPushButton("Set threshold") + self.threshold_button.clicked.connect(self.set_threshold) + self.add_row(self.threshold_button) + + self.manual_marking_toggle = QToolButton() + self.manual_marking_toggle.setCheckable(True) + self.manual_marking_toggle.setText("Mark events manually") + self.manual_marking_toggle.toggled.connect(self.toggle_manual_marking) + self.manual_marking_toggle.toggled.connect(self.toggle_jump_checkbox) + self.add_row(self.manual_marking_toggle) + + self.jump_checkbox = QCheckBox("Click jumps to next episode") + self.jump_checkbox.setEnabled(False) + self.jump_checkbox.stateChanged.connect(self.toggle_click_auto_jump) + self.add_row(self.jump_checkbox) + + show_table_button = QPushButton("Show First Activation Table") + show_table_button.clicked.connect(self.show_first_activation_table) + self.add_row(show_table_button) + + export_button = QPushButton("Export First Activation Table") + export_button.clicked.connect(self.export_first_activation) + self.add_row(export_button) + + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.click_cancel) + self.add_row(cancel_button) + + self.layout.addSpacing(400) + + def export_first_activation(self): + self.main.data.detect_fa(self.threshold) + ExportFADialog(self.main) + + def show_first_activation_table(self): + debug_logger.debug("creating fist activation table") + self.main.data.detect_fa(self.threshold) + + self.table_frame = TableFrame( + self, + data=self.main.data.create_first_activation_table( + trace_unit=self.trace_unit + ), + header=[ + "Episode Number", + f"First Activatime Time [self.time_unit]", + f"Current [{self.trace_unit}]", + ], + trace_unit=self.trace_unit, + time_unit=self.time_unit, + title=f"First activations in {self.main.data.current_datakey}", + width=400, + ) + + def on_episode_click(self, item, *args): + self.main.plot_frame.plot_fa_threshold(self.threshold) + if self.manual_marking_toggle.isChecked(): + self.main.plot_frame.draw_fa_marking_indicator() + self.set_threshold() + + def drag_manual_indicator(self, pos): + mousePoint = self.main.plot_frame.trace_viewbox.mapSceneToView(pos) + self.marking_indicator.setPos(mousePoint.x()) + + def toggle_dragging_threshold(self, *args): + debug_logger.debug( + f"toggling dragging treshold to {self.drag_threshold_button.isChecked()}" + ) + if self.drag_threshold_button.isChecked(): + self.main.plot_frame.fa_tracking = True + self.manual_marking_toggle.setChecked(False) + else: + self.main.plot_frame.fa_tracking = False + + def toggle_manual_marking(self): + if self.manual_marking_toggle.isChecked(): + self.drag_threshold_button.setChecked(False) + + self.main.plot_frame.draw_fa_marking_indicator() + self.main.plot_frame.trace_plot.scene().sigMouseMoved.connect( + self.drag_manual_indicator + ) + self.main.plot_frame.trace_plot.scene().sigMouseClicked.connect( + self.mark_fa_manually + ) + self.main.plot_frame.plots_are_draggable = False + else: + self.clean_up_marking() + self.main.plot_frame.plots_are_draggable = True + + def clean_up_marking(self): + debug_logger.debug("cleaning up FA marking") + if self.marking_indicator is not None: + self.main.plot_frame.trace_plot.removeItem(self.marking_indicator) + try: + self.main.plot_frame.trace_plot.scene().sigMouseMoved.disconnect( + self.drag_manual_indicator + ) + self.main.plot_frame.trace_plot.scene().sigMouseClicked.disconnect( + self.mark_fa_manually + ) + except RuntimeError as error: + if "Failed to disconnect signal" in str(error): + pass + else: + raise RuntimeError(error) + + def mark_fa_manually(self, evt): + debug_logger.debug( + f"manually marked episode {self.main.data.episode().n_episode}" + f"at t={self.marking_indicator.value()}" + ) + if evt.button() == QtCore.Qt.MouseButton.LeftButton: + self.main.data.episode().first_activation = self.marking_indicator.value() + self.main.plot_frame.plot_fa_line() + self.main.data.episode().manual_first_activation = True + + def drag_fa_threshold_hist(self, pos): + self.threshold = pos + self.set_threshold() + + def drag_fa_threshold(self, pos): + self.threshold = pos + self.set_threshold() + + def toggle_jump_checkbox(self): + if self.manual_marking_toggle.isChecked(): + self.jump_checkbox.setEnabled(True) + else: + self.jump_checkbox.setChecked(False) + self.jump_checkbox.setEnabled(False) + + def toggle_click_auto_jump(self, state): + if state: + self.main.plot_frame.trace_plot.scene().sigMouseClicked.connect( + self.click_auto_jump + ) + else: + self.main.plot_frame.trace_plot.scene().sigMouseClicked.disconnect( + self.click_auto_jump + ) + + def click_auto_jump(self): + debug_logger.debug("auto jumping to next episode") + self.main.ep_frame.ep_list.setCurrentRow(self.main.data.next_episode_ind()) + self.main.plot_frame.draw_fa_marking_indicator() + + def set_threshold(self): + self.main.data.detect_fa(self.threshold) + self.main.plot_frame.plot_fa_line() + self.main.plot_frame.plot_fa_threshold(self.threshold) + + def click_cancel(self): + for episode in self.main.data.series: + episode.first_activation = None + episode.manual_first_activation = False + self.clean_up_and_close() + + def clean_up_and_close(self): + self.main.plot_frame.clear_fa() + self.main.plot_frame.clear_fa_threshold() + self.main.plot_frame.plots_are_draggable = True + self.main.ep_frame.ep_list.currentItemChanged.disconnect(self.on_episode_click) + self.main.fa_frame = None + self.close() diff --git a/src/gui/io_widgets.py b/src/gui/io_widgets.py new file mode 100644 index 0000000..d080c8f --- /dev/null +++ b/src/gui/io_widgets.py @@ -0,0 +1,303 @@ +from PySide2 import QtGui +from PySide2.QtWidgets import ( + QLineEdit, + QDialog, + QComboBox, + QCheckBox, + QPushButton, + QListWidget, + QLabel, + QFileDialog, + QVBoxLayout, + QHBoxLayout, +) + + +from ..core import Recording +from ..constants import TIME_UNIT_FACTORS, CURRENT_UNIT_FACTORS, VOLTAGE_UNIT_FACTORS +from ..utils.widgets import EntryWidget + + +class BaseExportWidget(EntryWidget): + def __init__( + self, + main, + dialog=None, + default_time_unit="s", + default_trace_unit="A", + default_piezo_unit="V", + default_command_unit="V", + ): + self.main = main + self.dialog = dialog + self.create_selection_widgets() + super().__init__( + main, + default_time_unit=default_time_unit, + default_trace_unit=default_trace_unit, + default_piezo_unit=default_piezo_unit, + default_command_unit=default_command_unit, + ) + + def create_selection_widgets(self): + self.series_selection = QComboBox() + self.series_selection.addItems(list(self.main.data.keys())) + self.series_selection.setCurrentText(self.main.data.current_datakey) + + self.list_selection = QListWidget() + self.list_selection.addItems(list(self.main.data.lists.keys())) + self.list_selection.setSelectionMode(QtGui.QAbstractItemView.MultiSelection) + self.list_selection.setCurrentRow(0) + self.list_selection.setFixedHeight(18 * len(list(self.main.data.lists.keys()))) + + +class ExportFADialog(QDialog): + def __init__(self, main): + super().__init__() + self.layout = QVBoxLayout() + self.setLayout(self.layout) + self.layout.addWidget(ExportFAWidget(main, self)) + + self.exec_() + + +class ExportFAWidget(BaseExportWidget): + def __init__(self, main, dialog): + self.main = main + super().__init__(main, dialog) + + def create_widgets(self): + self.add_row(self.series_selection) + + self.add_row(QLabel("Lists to export:")) + self.add_row(self.list_selection) + + self.add_row(QLabel("Time Unit:"), self.time_unit_entry) + + self.add_row(QLabel("Current Unit:"), self.trace_unit_entry) + + save_button = QPushButton("Save") + save_button.clicked.connect(self.save_click) + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.dialog.close) + self.add_row(save_button, cancel_button) + + def save_click(self): + filename, filetye = QFileDialog.getSaveFileName( + self, + dir=self.main.filename[:-4] + "_first_activation", + filter="Comma Separated Valued (*.csv)", + ) + if filename: + self.main.data.export_first_activation( + filepath=filename, + datakey=self.series_selection.currentText(), + lists_to_save=[ + item.text() for item in self.list_selection.selectedItems() + ], + time_unit=self.time_unit.currentText(), + trace_unit=self.trace_unit.currentText(), + ) + self.close() + + +class OpenFileDialog(QDialog): + def __init__(self, main, filename): + super().__init__() + self.layout = QVBoxLayout() + self.setLayout(self.layout) + self.layout.addWidget(OpenFileEntryWidget(main, filename, self)) + self.setFixedWidth(300) + + self.exec_() + + +class OpenFileEntryWidget(EntryWidget): + def __init__(self, main, filename, dialog): + self.main = main + self.filename = filename + self.dialog = dialog + super().__init__( + main, + default_time_unit="s", + default_trace_unit="A", + default_piezo_unit="V", + default_command_unit="V", + ) + + def create_widgets(self): + file_button = QLabel("File:") + self.file_name_label = QLabel(self.filename) + self.add_row(file_button, self.file_name_label) + + sampling_label = QLabel("Sampling rate [Hz]") + self.sampling_entry = QLineEdit("40000") + self.add_row(sampling_label, self.sampling_entry) + + t_unit_label = QLabel("Time unit") + self.add_row(t_unit_label, self.time_unit_entry) + self.time_unit_entry.setToolTip("Select the units that are used in the file.") + t_unit_label.setToolTip("Select the units that are used in the file.") + + t_unit_label = QLabel("Current unit") + self.add_row(t_unit_label, self.trace_unit_entry) + self.trace_unit_entry.setToolTip("Select the units that are used in the file.") + t_unit_label.setToolTip("Select the units that are used in the file.") + + t_unit_label = QLabel("Piezo unit") + self.add_row(t_unit_label, self.piezo_unit_entry) + self.piezo_unit_entry.setToolTip("Select the units that are used in the file.") + t_unit_label.setToolTip("Select the units that are used in the file.") + + t_unit_label = QLabel("Command unit") + self.add_row(t_unit_label, self.command_unit_entry) + self.command_unit_entry.setToolTip( + "Select the units that are used in the file." + ) + t_unit_label.setToolTip("Select the units that are used in the file.") + + ok_button = QPushButton("OK") + ok_button.clicked.connect(self.ok_clicked) + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.dialog.close) + self.add_row(ok_button, cancel_button) + + def ok_clicked(self): + self.main.data = Recording.from_file( + filename=self.main.filename, + sampling_rate=self.sampling_entry.text(), + time_input_unit=self.time_unit, + trace_input_unit=self.trace_unit, + piezo_input_unit=self.piezo_unit, + command_input_unit=self.command_unit, + ) + self.main.ep_frame.ep_list.populate() + self.main.ep_frame.update_combo_box() + self.main.ep_frame.setFocus() + self.main.plot_frame.plot_all() + self.main.setWindowTitle(f"cuteSCAM {self.main.filename}") + self.dialog.close() + self.close() + + +class ExportDialog(QDialog): + def __init__(self, main): + super().__init__() + self.layout = QVBoxLayout() + self.setLayout(self.layout) + self.layout.addWidget(ExportWidget(main, self)) + self.setFixedWidth(300) + + self.exec_() + + +class ExportWidget(BaseExportWidget): + def __init__(self, main, dialog): + self.main = main + super().__init__(main, dialog) + + def create_widgets(self): + self.add_row(self.series_selection) + + self.save_piezo = QCheckBox("Export Piezo Data") + self.save_command = QCheckBox("Export Command Voltage") + self.add_row(self.save_piezo, self.save_command) + + self.add_row(QLabel("Lists to export:")) + self.add_row(self.list_selection) + + self.add_row(QLabel("Time Unit:"), self.time_unit_entry) + + self.add_row(QLabel("Current Unit:"), self.trace_unit_entry) + + self.add_row(QLabel("Piezo Unit:"), self.piezo_unit_entry) + + self.add_row(QLabel("Command Unit:"), self.command_unit_entry) + + save_button = QPushButton("Save") + save_button.clicked.connect(self.save_click) + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.dialog.close) + self.add_row(save_button, cancel_button) + + def save_click(self): + filename, filetype = QFileDialog.getSaveFileName( + self, + dir=self.main.filename[:-4], + filter="Axograph (*.axgd);; Matlab (*.mat)", + ) + if filename: + if "Matlab" in filetype: + self.main.data.export_matlab( + filepath=filename, + datakey=self.series_selection.currentText(), + lists_to_save=[ + item.text() for item in self.list_selection.selectedItems() + ], + save_piezo=self.save_piezo.isChecked(), + save_command=self.save_command.isChecked(), + time_unit=self.time_unit, + trace_unit=self.trace_unit, + piezo_unit=self.piezo_unit, + command_unit=self.command_unit, + ) + elif "Axograph" in filetype: + self.main.data.export_axo( + filepath=filename, + datakey=self.series_selection.currentText(), + lists_to_save=[ + item.text() for item in self.list_selection.selectedItems() + ], + save_piezo=self.save_piezo.isChecked(), + save_command=self.save_command.isChecked(), + ) + self.dialog.close() + + +class ExportIdealizationDialog(QDialog): + def __init__(self, main, id_cache): + super().__init__() + self.layout = QVBoxLayout() + self.setLayout(self.layout) + self.layout.addWidget(ExportIdealizationWidget(main, self, id_cache)) + self.setFixedWidth(300) + + self.exec_() + + +class ExportIdealizationWidget(BaseExportWidget): + def __init__(self, main, dialog, id_cache): + self.main = main + self.id_cache = id_cache + super().__init__(main, dialog) + + def create_widgets(self): + self.add_row(QLabel("Lists to export:")) + self.add_row(self.list_selection) + + self.add_row(QLabel("Time Unit:"), self.time_unit_entry) + + self.add_row(QLabel("Current Unit:"), self.trace_unit_entry) + + save_button = QPushButton("Save") + save_button.clicked.connect(self.save_click) + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.dialog.close) + self.add_row(save_button, cancel_button) + + def save_click(self): + filename, filetye = QFileDialog.getSaveFileName( + self, dir=self.main.filename[:-4], filter="CSV (*.csv)" + ) + self.main.data.export_idealization( + filename, + time_unit=self.time_unit, + trace_unit=self.trace_unit, + lists_to_save=[item.text() for item in self.list_selection.selectedItems()], + amplitudes=self.id_cache.amplitudes, + thresholds=self.id_cache.thresholds, + resolution=self.id_cache.resolution, + interpolation_factor=self.id_cache.interpolation_factor, + ) + + self.dialog.close() diff --git a/src/gui/mainwindow.py b/src/gui/mainwindow.py new file mode 100644 index 0000000..46f3709 --- /dev/null +++ b/src/gui/mainwindow.py @@ -0,0 +1,157 @@ +import logging +import os + +from PySide2.QtCore import Qt +from PySide2.QtWidgets import ( + QDockWidget, + QGridLayout, + QWidget, + QMainWindow, + QFileDialog, + QAction, + QSizePolicy, +) + +from ..gui import ( + ExportFADialog, + ExportDialog, + OpenFileDialog, + FilterFrame, + BaselineFrame, + PlotFrame, + EpisodeFrame, + IdealizationFrame, + FirstActivationFrame, +) +from ..utils import parse_filename, clear_qt_layout +from ..core import Recording +from ..constants import TEST_FILE_NAME + + +ana_logger = logging.getLogger("ascam.analysis") +debug_logger = logging.getLogger("ascam.debug") + + +class MainWindow(QMainWindow): + def __init__(self, screen_resolution, *args, **kwargs): + super(MainWindow, self).__init__(*args, **kwargs) + debug_logger.debug("MainWindow initializing") + + self.screen_resolution = screen_resolution + + self.setWindowTitle("cuteSCAM") + # self.setGeometry(0,0,800,600) + self.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) + + self.central_layout = QGridLayout() + self.central_widget = QWidget() + self.central_widget.setLayout(self.central_layout) + self.setCentralWidget(self.central_widget) + + self.fa_frame = None + self.tc_frame = None + + self.data = Recording() + + self.create_menu() + + self.create_widgets() + + def create_menu(self): + debug_logger.debug("MainWindow creating menus") + self.file_menu = self.menuBar().addMenu("File") + self.file_menu.addAction("Open File", self.open_file) + self.file_menu.addAction("Save Session", self.save_to_file) + self.file_menu.addAction("Export Data", lambda: ExportDialog(self)) + self.file_menu.addSeparator() + self.file_menu.addAction("Quit", self.close) + + self.processing_menu = self.menuBar().addMenu("Processing") + self.processing_menu.addAction( + "Baseline Correction", lambda: BaselineFrame(self) + ) + self.processing_menu.addAction("Filter", lambda: FilterFrame(self)) + + self.analysis_menu = self.menuBar().addMenu("Analysis") + self.analysis_menu.addAction("Idealize", self.launch_idealization) + self.analysis_menu.addAction("First Activation", self.launch_fa_analysis) + + self.plot_menu = self.menuBar().addMenu("Plots") + self.show_piezo = QAction("Show Piezo Voltage", self.plot_menu, checkable=True) + self.plot_menu.addAction(self.show_piezo) + self.show_command = QAction( + "Show Command Voltage", self.plot_menu, checkable=True + ) + self.plot_menu.addAction(self.show_command) + + # self.histogram_menu = self.menuBar().addMenu("Histogram") + + def create_widgets(self): + self.ep_frame = EpisodeFrame(self) + self.central_layout.addWidget(self.ep_frame, 1, 3) + + self.plot_frame = PlotFrame(self) + self.central_layout.addWidget(self.plot_frame, 1, 2) + + def open_file(self): + clear_qt_layout(self.central_layout) + self.create_widgets() + self.filename = QFileDialog.getOpenFileName(self)[0] + if self.filename: + self.close_tc_frame() + self.close_fa_frame() + debug_logger.debug(f"filename is {self.filename}") + _, _, _, filename_short = parse_filename(self.filename) + OpenFileDialog(self, filename=filename_short) + + def save_to_file(self): + filename = QFileDialog.getSaveFileName( + self, dir=self.filename[:-3] + "pkl", filter="*.pkl" + )[0] + if filename.strip(): # strip to avoid whitespace filenames + self.data.save_to_pickle(filename) + else: + debug_logger.debug("Not saving to pickle - no filename given.") + + def launch_idealization(self): + self.close_fa_frame() + self.tc_frame = IdealizationFrame(self) + self.central_layout.addWidget(self.tc_frame, 1, 1) + + def launch_fa_analysis(self): + self.close_tc_frame() + self.fa_frame = FirstActivationFrame(self) + self.central_layout.addWidget(self.fa_frame, 1, 1) + + def close_fa_frame(self): + if self.fa_frame is not None: + self.fa_frame.clean_up_and_close() + + def close_tc_frame(self): + if self.tc_frame is not None: + self.tc_frame.close_frame() + + def test_mode(self): + path = os.path.split( + os.path.split(os.path.dirname(os.path.abspath(__file__)))[0] + )[ + 0 + ] # data is in project root, ie 2 above this file + path = os.path.join(path, "data") + self.filename = os.path.join(path, TEST_FILE_NAME) + self.data = Recording.from_file(self.filename) + self.ep_frame.ep_list.populate() + self.ep_frame.setFocus() + self.data.baseline_correction( + method="Polynomial", + degree=1, + intervals=None, + selection="Piezo", + deviation=0.05, + active=False, + ) + self.data.gauss_filter_series(1000) + self.ep_frame.update_combo_box() + self.plot_frame.plot_all() + self.launch_idealization() + self.tc_frame.current_tab.amp_entry.setPlainText("0 -.7 -1.2 -1.8 -2.2") diff --git a/src/gui/plot_frame.py b/src/gui/plot_frame.py new file mode 100644 index 0000000..a38f01f --- /dev/null +++ b/src/gui/plot_frame.py @@ -0,0 +1,459 @@ +import logging + +from PySide2 import QtCore +from PySide2.QtWidgets import QWidget, QGridLayout +import numpy as np +import pyqtgraph as pg + +from ..utils import clear_qt_layout + +GREEN = (70, 250, 150) +ORANGE = (255, 153, 0) +GREY = (170, 170, 170) + +debug_logger = logging.getLogger("ascam.debug") + + +class PlotFrame(QWidget): + def __init__(self, main): + super().__init__() + self.main = main + + # qt attributes + self.layout = QGridLayout() + self.setLayout(self.layout) + + # plot variables + self.main.show_piezo.triggered.connect(self.toggle_piezo) + self.main.show_command.triggered.connect(self.toggle_command) + + self.base_line_width = round(0.003 * self.main.screen_resolution[1]) + + self.plots_are_draggable = True + self.show_grid = True + self.hist_x_range = None + self.hist_y_range = None + + self.tc_tracking = False + self.fa_tracking = False + + self.init_plots() + self.init_hist() + + self.fa_line = None + self.fa_thresh_line = None + self.fa_thresh_hist_line = None + self.marking_indicator = None + + self.amp_lines = [] + self.amp_hist_lines = [] + self.theta_lines = [] + self.theta_hist_lines = [] + + self.main.ep_frame.ep_list.currentItemChanged.connect( + self.update_plots, type=QtCore.Qt.QueuedConnection + ) + + @property + def show_command(self): + return self.main.show_command.isChecked() and self.main.data.has_command + + @show_command.setter + def show_command(self, val): + self.main.show_command.setChecked(val) + + @property + def show_piezo(self): + return self.main.show_piezo.isChecked() and self.main.data.has_piezo + + @show_piezo.setter + def show_piezo(self, val): + self.main.show_piezo.setChecked(val) + + def init_plots(self): + self.trace_viewbox = CustomHorizontalViewBox(self) + self.trace_plot = pg.PlotWidget(viewBox=self.trace_viewbox, name=f"trace") + self.trace_plot.setBackground("w") + self.trace_plot.setLabel("left", "Current", units="A") + ind = int(self.show_command) + self.layout.addWidget(self.trace_plot, ind, 0) + self.layout.setRowStretch(ind, 2) + self.layout.setColumnStretch(0, 2) + self.layout.setColumnStretch(1, 1) + + ind += 1 + if self.show_piezo: + self.piezo_viewbox = CustomHorizontalViewBox(self) + self.piezo_plot = pg.PlotWidget(viewBox=self.piezo_viewbox, name=f"piezo") + self.piezo_plot.setLabel("left", "Piezo", units="V") + self.piezo_plot.setBackground("w") + self.piezo_plot.setLabel("bottom", "time", units="s") + self.piezo_plot.setXLink(self.trace_plot) + self.layout.addWidget(self.piezo_plot, ind, 0) + self.layout.setRowStretch(ind, 1) + else: + self.piezo_plot = None + self.trace_plot.setLabel("bottom", "time", units="s") + self.layout.setRowStretch(ind, 0) + + if self.show_command: + self.command_viewbox = CustomHorizontalViewBox(self) + self.command_plot = pg.PlotWidget( + viewBox=self.command_viewbox, name=f"trace" + ) + self.command_plot.setBackground("w") + self.command_plot.setLabel("left", "Command", units="V") + self.command_plot.setXLink(self.trace_plot) + self.layout.addWidget(self.command_plot, 0, 0) + self.layout.setRowStretch(0, 1) + else: + self.command_plot = None + + if self.show_grid: + self.trace_plot.showGrid(x=True, y=True) + if self.show_piezo: + self.piezo_plot.showGrid(x=True, y=True) + if self.show_command: + self.command_plot.showGrid(x=True, y=True) + + def init_hist(self): + self.hist_viewbox = CustomVerticalViewBox(self) + self.hist = pg.PlotWidget(viewBox=self.hist_viewbox) + row = int(self.show_command) + self.layout.addWidget(self.hist, row, 1) + self.hist.setLabel("right", "Current", units="A") + self.hist.getAxis("left").setTicks([]) + self.hist.setBackground("w") + self.hist.setYLink(self.trace_plot) + if self.show_grid: + self.hist.showGrid(x=True, y=True) + + def plot_all(self): + debug_logger.debug(f"redoing all plots for {self.main.data.current_datakey}") + self.clear_plots() + self.clear_hist() + self.draw_series_hist() + self.draw_episode_hist() + self.plot_episode() + + def update_plots(self): + self.update_episode() + self.update_episode_hist() + + def update_episode(self): + self.clear_plots() + self.plot_episode() + try: + self.plot_tc_params() + except AttributeError: + pass + + def update_episode_hist(self): + heights, bins, = self.main.data.episode_hist()[:2] + heights = np.asarray(heights, dtype=np.float) + heights /= np.max(heights) + heights *= -1 + self.episode_hist.setData(bins, heights) + + def draw_episode_hist(self): + debug_logger.debug("drawing episode hist") + pen = pg.mkPen(color="b") + heights, bins, = self.main.data.episode_hist()[:2] + heights = np.asarray(heights, dtype=np.float) + heights /= np.max(heights) + heights *= -1 + self.episode_hist = pg.PlotDataItem(bins, heights, stepMode=True, pen=pen) + self.hist.addItem(self.episode_hist) # ignoreBounds=True? + self.episode_hist.rotate(90) + y_max = self.hist.getAxis("bottom").range + if self.hist_y_range is not None: + y_max = self.hist_y_range[1] + self.hist.getAxis("bottom").setRange(0, y_max) + if self.hist_x_range is not None: + self.hist.getAxis("right").setRange(*self.hist_x_range) + + def draw_series_hist(self): + debug_logger.debug("drawing series hist") + pen = pg.mkPen(color=(200, 50, 50)) + heights, bins, = self.main.data.series_hist()[:2] + heights = np.asarray(heights, dtype=np.float) + heights /= np.max(heights) + heights *= -1 # this compensates the x-axis inversion created by rotating + self.series_hist = pg.PlotDataItem(bins, heights, stepMode=True, pen=pen) + self.hist.addItem(self.series_hist) + self.series_hist.rotate(90) + self.hist_y_range = self.hist.getAxis("bottom").range + self.hist_x_range = self.hist.getAxis("right").range + self.hist.getAxis("bottom").setRange(0, self.hist_y_range[1]) + + def plot_episode(self): + debug_logger.debug( + f"plotting episode {self.main.data.episode().n_episode} of series {self.main.data.current_datakey}" + ) + pen = pg.mkPen(color="b") + self.trace_line = self.trace_plot.plot( + self.main.data.episode().time, self.main.data.episode().trace, pen=pen + ) + if ( + self.main.tc_frame is not None + and self.main.tc_frame.idealization() is not None + ): + id_pen = pg.mkPen(color=ORANGE) + self.trace_plot.plot( + self.main.tc_frame.time(), self.main.tc_frame.idealization(), pen=id_pen + ) + if self.show_command: + self.command_plot.plot( + self.main.data.episode().time, self.main.data.episode().command, pen=pen + ) + if self.show_piezo: + self.piezo_plot.plot( + self.main.data.episode().time, self.main.data.episode().piezo, pen=pen + ) + self.set_viewbox_limits() + + def set_viewbox_limits(self): + time_max = np.max(self.main.data.episode().time) + time_min = np.min(self.main.data.episode().time) + time_range = time_max - time_min + time_max += 0.05 * time_range + time_min -= 0.05 * time_range + trace_max = np.max(self.main.data.episode().trace) + trace_min = np.min(self.main.data.episode().trace) + trace_range = trace_max - trace_min + trace_max += 0.05 * trace_range + trace_min -= 0.05 * trace_range + self.trace_viewbox.setLimits( + xMin=time_min, yMin=trace_min, xMax=time_max, yMax=trace_max + ) + if self.show_piezo: + piezo_max = np.max(self.main.data.episode().piezo) + piezo_min = np.min(self.main.data.episode().piezo) + piezo_range = piezo_max - piezo_min + piezo_max += 0.05 * piezo_range + piezo_min -= 0.05 * piezo_range + self.piezo_viewbox.setLimits( + xMin=time_min, yMin=piezo_min, xMax=time_max, yMax=piezo_max + ) + if self.show_command: + command_max = np.max(self.main.data.episode().command) + command_min = np.min(self.main.data.episode().command) + command_range = command_max - command_min + command_max += 0.05 * command_range + command_min -= 0.05 * command_range + self.command_viewbox.setLimits( + xMin=time_min, yMin=command_min, xMax=time_max, yMax=command_max + ) + self.hist_viewbox.setLimits( + xMin=-0.05, xMax=1.05, yMin=trace_min, yMax=trace_max + ) + + def plot_fa_threshold(self, threshold): + debug_logger.debug(f"plotting first activation threshold at {threshold}") + pen = pg.mkPen( + color=ORANGE, style=QtCore.Qt.DashLine, width=0.7 * self.base_line_width + ) + self.clear_fa_threshold() + + time = self.main.data.episode().time + hist_x = np.arange( + np.min([*self.hist_y_range]), np.max([*self.hist_y_range]), 0.1 + ) + + self.fa_thresh_line = self.trace_plot.plot( + time, np.ones(len(time)) * threshold, pen=pen + ) + self.trace_plot.addItem(self.fa_thresh_line) + self.fa_thresh_hist_line = self.hist.plot( + hist_x, np.ones(len(hist_x)) * threshold, pen=pen + ) + self.hist.addItem(self.fa_thresh_hist_line) + + def plot_fa_line(self): + self.clear_fa() + pen = pg.mkPen( + color=GREEN, style=QtCore.Qt.DashLine, width=self.base_line_width + ) + self.fa_line = pg.InfiniteLine( + pos=self.main.data.episode().first_activation, angle=90, pen=pen + ) + self.trace_plot.addItem(self.fa_line) + + def draw_fa_marking_indicator(self): + pen = pg.mkPen( + color=GREY, style=QtCore.Qt.DashLine, width=0.8 * self.base_line_width + ) + self.marking_indicator = pg.InfiniteLine(pos=0, angle=90, pen=pen) + self.main.plot_frame.trace_plot.addItem(self.marking_indicator) + + def clear_fa_threshold(self): + if self.fa_thresh_line is not None: + self.trace_plot.removeItem(self.fa_thresh_line) + self.hist.removeItem(self.fa_thresh_hist_line) + + def clear_fa(self): + if self.fa_line is not None: + self.trace_plot.removeItem(self.fa_line) + + def plot_theta_lines(self, thetas): + pen = pg.mkPen( + color="r", style=QtCore.Qt.DashLine, width=0.6 * self.base_line_width + ) + thetas = np.asarray(thetas) + self.clear_theta_lines() + self.theta_lines = [] + self.theta_hist_lines = [] + time = self.main.data.episode().time + hist_x = np.arange( + np.min([*self.hist_y_range]), np.max([*self.hist_y_range]), 0.1 + ) + for theta in thetas: + self.theta_lines.append( + self.trace_plot.plot(time, np.ones(len(time)) * theta, pen=pen) + ) + self.theta_hist_lines.append( + self.hist.plot(hist_x, np.ones(len(hist_x)) * theta, pen=pen) + ) + + def plot_amp_lines(self, amps): + debug_logger.debug(f"plotting amps at {amps}") + pen = pg.mkPen( + color=ORANGE, style=QtCore.Qt.DashLine, width=0.6 * self.base_line_width + ) + self.clear_amp_lines() + self.amp_lines = [] + self.amp_hist_lines = [] + time = self.main.data.episode().time + hist_x = np.arange( + np.min([*self.hist_y_range]), np.max([*self.hist_y_range]), 0.1 + ) + for amp in amps: + self.amp_lines.append( + self.trace_plot.plot(time, np.ones(len(time)) * amp, pen=pen) + ) + self.amp_hist_lines.append( + self.hist.plot(hist_x, np.ones(len(hist_x)) * amp, pen=pen) + ) + + def plot_tc_params(self): + amps, thresh, resolution, intrp_factor = self.main.tc_frame.get_params() + if self.main.tc_frame.current_tab.show_amp_check.isChecked(): + self.plot_amp_lines(amps) + else: + self.clear_amp_lines() + if self.main.tc_frame.current_tab.show_threshold_check.isChecked(): + self.plot_theta_lines(thresh) + else: + self.clear_theta_lines() + + def clear_hist(self): + debug_logger.debug(f"clearing histogram") + self.hist.clear() + + def clear_plots(self): + debug_logger.debug(f"clearing plots") + self.trace_plot.clear() + self.clear_tc_lines() + if self.show_command and self.command_plot is not None: + self.command_plot.clear() + if self.show_piezo and self.piezo_plot is not None: + self.piezo_plot.clear() + + def clear_tc_lines(self): + self.clear_amp_lines() + self.clear_theta_lines() + + def clear_amp_lines(self): + for a in self.amp_lines: + self.trace_plot.removeItem(a) + for a in self.amp_hist_lines: + self.hist.removeItem(a) + + def clear_theta_lines(self): + for a in self.theta_lines: + self.trace_plot.removeItem(a) + for a in self.theta_hist_lines: + self.hist.removeItem(a) + + def togggle_grid(self): + clear_qt_layout(self.layout) + self.show_grid = not self.show_grid + self.init_plots() + self.init_hist() + self.plot_episode() + self.draw_series_hist() + self.draw_episode_hist() + + def toggle_command(self): + debug_logger.debug("toggling command plot") + clear_qt_layout(self.layout) + self.init_plots() + self.init_hist() + self.plot_episode() + self.draw_series_hist() + self.draw_episode_hist() + + def toggle_piezo(self): + debug_logger.debug("toggling piezo plot") + clear_qt_layout(self.layout) + self.init_plots() + self.init_hist() + self.plot_episode() + self.draw_series_hist() + self.draw_episode_hist() + + +class CustomViewBox(pg.ViewBox): + def __init__(self, parent, *args, **kwds): + pg.ViewBox.__init__(self, *args, **kwds) + self.setMouseMode(self.PanMode) + self.parent = parent + + def mouseClickEvent(self, ev): + if ev.button() == QtCore.Qt.RightButton: + self.autoRange() + ev.accept() + + def mouseDragEvent(self, ev, axis=1): + if ev.button() == QtCore.Qt.LeftButton: + self.setMouseEnabled(x=True, y=True) + if self.parent.tc_tracking: + pos = self.mapSceneToView(ev.pos()).y() + self.parent.main.tc_frame.track_cursor(pos) + elif self.parent.fa_tracking: + pos = self.mapSceneToView(ev.pos()).y() + self.parent.main.fa_frame.drag_fa_threshold(pos) + elif ev.modifiers() == QtCore.Qt.ControlModifier: + self.setMouseMode(self.RectMode) + pg.ViewBox.mouseDragEvent(self, ev) + elif self.parent.plots_are_draggable: + self.setMouseMode(self.PanMode) + pg.ViewBox.mouseDragEvent(self, ev) + else: + pg.ViewBox.mouseDragEvent(self, ev) + ev.accept() + + +class CustomVerticalViewBox(CustomViewBox): + def __init__(self, parent, *args, **kwargs): + super().__init__(parent, *args, **kwargs) + + +class CustomHorizontalViewBox(CustomViewBox): + def __init__(self, parent, *args, **kwargs): + super().__init__(parent, *args, **kwargs) + self.setMouseEnabled(x=True, y=False) + self.setAutoVisible(x=False, y=True) + + def mouseClickEvent(self, ev): + super().mouseClickEvent(ev) + if ev.button() == QtCore.Qt.RightButton: + self.enableAutoRange(x=False, y=True) + self.setAutoVisible(x=False, y=True) + + def mouseDragEvent(self, ev, axis=1): + super().mouseDragEvent(ev) + if ev.isFinish(): + self.setMouseEnabled(x=True, y=False) + self.enableAutoRange(x=False, y=True) + self.setAutoVisible(x=False, y=True) diff --git a/src/gui/processing_frames.py b/src/gui/processing_frames.py new file mode 100644 index 0000000..c4b0eac --- /dev/null +++ b/src/gui/processing_frames.py @@ -0,0 +1,241 @@ +import logging + +# pylint: disable=E0611 +from PySide2.QtWidgets import ( + QDialog, + QLineEdit, + QComboBox, + QVBoxLayout, + QHBoxLayout, + QPushButton, + QLabel, + QCheckBox, + QFormLayout, +) + +from ..utils import clear_qt_layout, string_to_list, get_dict_key_index +from ..utils.widgets import VerticalContainerWidget +from ..constants import TIME_UNIT_FACTORS + + +debug_logger = logging.getLogger("ascam.debug") + + +class FilterFrame(QDialog): + def __init__(self, main): + super().__init__() + self.main = main + self.setWindowTitle("Filter") + self.layout = QVBoxLayout() + self.setLayout(self.layout) + + self.filter_options = ["Gaussian", "Chung-Kennedy"] + + self.create_widgets() + self.freq_entry.setFocus() + self.exec_() + + def create_widgets(self): + row_one = QHBoxLayout() + method_label = QLabel("Method") + self.method_box = QComboBox() + self.method_box.addItems(self.filter_options) + self.method_box.currentIndexChanged.connect(self.choose_filter_method) + row_one.addWidget(method_label) + row_one.addWidget(self.method_box) + + row_two = QHBoxLayout() + ok_button = QPushButton("OK") + ok_button.clicked.connect(self.ok_clicked) + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.close) + row_two.addWidget(ok_button) + row_two.addWidget(cancel_button) + + self.layout.addLayout(row_one) + self.choose_filter_method(0) + self.layout.addLayout(row_two) + + def choose_filter_method(self, index): + try: + debug_logger.debug("deleting selection widgets") + clear_qt_layout(self.selection_layout) + except AttributeError: + pass + self.resize(self.sizeHint()) + if self.filter_options[index] == "Gaussian": + debug_logger.debug("Creating gaussian input widgets") + self.selection_layout = QFormLayout() + self.freq_entry = QLineEdit("1000") + self.selection_layout.addRow("Frequency [Hz]", self.freq_entry) + else: + debug_logger.debug("creating CK-filter input widgets") + self.selection_layout = QFormLayout() + self.width_entry = QLineEdit() + self.selection_layout.addRow("Predictor Widths", self.width_entry) + self.exponent_entry = QLineEdit() + self.selection_layout.addRow("Weight Exponent", self.exponent_entry) + self.window_entry = QLineEdit() + self.selection_layout.addRow("Weight Window", self.window_entry) + self.forward_entry = QLineEdit() + self.selection_layout.addRow("Forward Pi", self.forward_entry) + self.backward_entry = QLineEdit() + self.selection_layout.addRow("Backward Pi", self.backward_entry) + self.layout.insertLayout(1, self.selection_layout) + self.resize(self.sizeHint()) # both resizes are necessary + + def ok_clicked(self): + filter_method = self.filter_options[self.method_box.currentIndex()] + if filter_method == "Gaussian": + self.main.data.gauss_filter_series(float(self.freq_entry.text())) + elif filter_method == "Chung-Kennedy": + self.main.data.CK_filter_series( + window_lengths=[int(x) for x in self.window_entry.text().split()], + weight_exponent=int(self.exponent_entry.text()), + weight_window=int(self.window_entry.text()), + apriori_f_weights=[int(x) for x in self.forward_entry.text().split()], + apriori_b_weights=[int(x) for x in self.backward_entry.text().split()], + ) + self.main.plot_frame.plot_all() + self.main.ep_frame.update_combo_box() + self.close() + + +class BaselineFrame(QDialog): + def __init__(self, main): + super().__init__() + self.setWindowTitle("Baseline Correction") + self.layout = QVBoxLayout() + self.setLayout(self.layout) + self.layout.addWidget(BaselineWidget(main, self)) + + self.exec_() + + +class BaselineWidget(VerticalContainerWidget): + def __init__(self, main, dialog): + self.method_options = ["Polynomial", "Offset"] + self.selection_options = ["Piezo", "Intervals"] + + super().__init__(main) + + self.main = main + self.dialog = dialog + + def create_widgets(self): + method_label = QLabel("Method") + self.method_box = QComboBox() + self.method_box.addItems(self.method_options) + self.method_box.currentIndexChanged.connect(self.choose_correction_method) + self.add_row(method_label, self.method_box) + self.choose_correction_method(0) + + selection_label = QLabel("Selection") + self.selection_box = QComboBox() + self.selection_box.addItems(self.selection_options) + self.selection_box.currentIndexChanged.connect(self.choose_selection_method) + self.add_row(selection_label, self.selection_box) + self.choose_selection_method(0) + + ok_button = QPushButton("OK") + ok_button.clicked.connect(self.ok_clicked) + cancel_button = QPushButton("Cancel") + cancel_button.clicked.connect(self.cancel_clicked) + self.add_row(ok_button, cancel_button) + + def choose_correction_method(self, index): + if self.method_options[index] == "Polynomial": + self.selection_layout = QFormLayout() + debug_logger.debug("Creating polynomial input widgets") + self.degree_entry = QLineEdit("1") + self.selection_layout.addRow("Degree", self.degree_entry) + self.layout.insertLayout(1, self.selection_layout) + else: + debug_logger.debug("Destroying polynomial input widgets") + clear_qt_layout(self.selection_layout) + + def choose_selection_method(self, index): + try: + debug_logger.debug("deleting selection widgets") + clear_qt_layout(self.method_layout) + except AttributeError: + pass + self.method_layout = QHBoxLayout() + if self.selection_options[index] == "Piezo": + debug_logger.debug("creating piezo selection widgets") + self.active_checkbox = QCheckBox("Active") + self.active_checkbox.setToolTip( + "If checked the baseline correction \n" + "will be based on the times where \n" + "the Piezo voltage is within a factor\n" + "`deviation` of its" + " maximum value.\n" + "If unchecked it will be based on \n" + "the times where the voltage is \n" + "within a factor `deviation` of its \n" + "minimum value." + ) + self.active_checkbox.setChecked(False) + self.method_layout.addWidget(self.active_checkbox) + self.deviation_label = QLabel("Deviation") + self.method_layout.addWidget(self.deviation_label) + self.deviation_entry = QLineEdit("0.05") + self.method_layout.addWidget(self.deviation_entry) + else: + debug_logger.debug("creating interval widgets") + self.interval_label = QLabel("Intervals") + self.method_layout.addWidget(self.interval_label) + self.time_unit_entry = QComboBox() + self.time_unit_entry.addItems(list(TIME_UNIT_FACTORS.keys())) + self.time_unit_entry.setCurrentIndex( + get_dict_key_index(TIME_UNIT_FACTORS, "s") + ) + self.method_layout.addWidget(self.time_unit_entry) + self.interval_entry = QLineEdit("") + self.interval_entry.setToolTip( + "Enter intervals surround by " + "square brackets and seperated " + "by commans, eg: '[0, 10], [70, 100]'" + ) + self.method_layout.addWidget(self.interval_entry) + # insert the newly created layout in the 3rd or 4th row + # depending on whether there is an entry field for the correction method + pos = 3 + int(self.method_box.currentText() == "Polynomial") + self.layout.insertLayout(pos, self.method_layout) + + def ok_clicked(self): + method = self.method_options[self.method_box.currentIndex()] + print(method) + if method != "Offset": + degree = int(self.degree_entry.text()) + else: + degree = None + selection = self.selection_options[self.selection_box.currentIndex()] + if selection == "Piezo": + intervals = None + deviation = float(self.deviation_entry.text()) + active = self.active_checkbox.isChecked() + time_unit = None + elif selection == "Intervals": + active = None + deviation = None + intervals = string_to_list(self.interval_entry.text()) + time_unit = self.time_unit_entry.currentText() + + self.main.data.baseline_correction( + method=method, + degree=degree, + intervals=intervals, + selection=selection, + deviation=deviation, + active=active, + time_unit=time_unit, + ) + self.main.ep_frame.update_combo_box() + self.main.plot_frame.plot_all() + self.dialog.close() + self.close() + + def cancel_clicked(self): + self.dialog.close() + self.close() diff --git a/src/utils/__init__.py b/src/utils/__init__.py new file mode 100644 index 0000000..755a441 --- /dev/null +++ b/src/utils/__init__.py @@ -0,0 +1,13 @@ +from .tools import ( + clear_qt_layout, + get_dict_key_index, + string_to_list, + piezo_selection, + update_number_in_string, + interval_selection, + round_off_tables, + parse_filename, + array_to_string, + string_to_array, +) +from .logging_setup import initialize_logger diff --git a/src/utils/tools.py b/src/utils/tools.py new file mode 100644 index 0000000..be2e243 --- /dev/null +++ b/src/utils/tools.py @@ -0,0 +1,173 @@ +import os + +import numpy as np + +from ..constants import PRECISIONS + + +def parse_filename(filename): + """ + detect the type of file from the extension + works by walking through the filename in reverse order and considering + the filetype to be whatever comes before the first '.' it encounters + """ + if not filename: + raise Exception("Cannot parse empty filename") + N = len(filename) + period = False + slash = False + for i, char in enumerate(filename[::-1]): + # loop over the full filename (which includes directory) backwards + # to extract the extension and name of the file + if (char == ".") and not period: + period = N - 1 - i + if (char == "/") and not slash: + slash = N - 1 - i + break + path = filename[:slash] + filetype = filename[period + 1 :] + if "axg" in filetype: + filetype_long = "axograph" + elif filetype == "bin": + filetype_long = "binary" + elif filetype == "mat": + filetype_long = "matlab" + elif filetype == "pkl": + filetype_long = "pickle" + elif filetype in ("txt", "axgt"): + filetype = "tdt" + filetype_long = "tab-delimited-text" + else: + raise Exception( + "Uknown filetype, can only read '.mat', '.axg*', '.csv', '.pkl'" + ) + filename = filename[slash + 1 :] + return filetype, path, filetype_long, filename + + +def piezo_selection(time, piezo, trace, active=True, deviation=0.05): + """ + Selects part of the episode based on the Piezo voltage. + The selection is done by choosing extracting the data from those time + points where the value of the piezo voltage is either within a certain + range (percentage wise) of the maximum or below a certain percentage + of the maximum. + Works in relative terms, i.e. it does not matter if piezo voltage is + positive or negative. Only works for blocks of the same amplitude. + Parameters: + time [1D array of floats] - Vector containing the time points. + piezo [1D array of floats] - Vector of piezo voltages. + trace [1D array of floats] - Vector of current trace. + active [boolean] - If true return time points at which piezo + voltage is within `deviation` percent of the + maximum piezo voltage. + deviation [float] - Deviation, as a percentage, from the maximum + piezo voltage or threshold below which voltage + should be. + Returns: + time [1D array of floats] - The timestamps of the selected points. + piezo [1D array of floats] - The piezo voltage at selected points. + trace [1D array of floats] - The current at selected points. + """ + maxPiezo = np.max(np.abs(piezo)) + if active: + indices = np.where((maxPiezo - np.abs(piezo)) / maxPiezo < deviation) + else: + indices = np.where(np.abs(piezo) / maxPiezo < deviation) + time = time[indices] + piezo = piezo[indices] + trace = trace[indices] + return time, trace + + +def interval_selection(time, signal, intervals, fs): + """ + return the signal at the times specified in the interval + the function assumes `time` and `intervals` to have the same units and + fs to have the reciprocal unit (eg. s, s and hz) + """ + time_out = [] + signal_out = [] + if isinstance(intervals[0], (np.ndarray, list)): + for ival in intervals: + time_out.extend(time[int(ival[0] * fs) : int(ival[-1] * fs)]) + signal_out.extend(signal[int(ival[0] * fs) : int(ival[-1] * fs)]) + elif isinstance(intervals[0], (float, int)): + time_out = time[int(intervals[0] * fs) : int(intervals[-1] * fs)] + signal_out = signal[int(intervals[0] * fs) : int(intervals[1] * fs)] + return time_out, signal_out + + +def update_number_in_string(new_val, string): + """Update a list of floats held in a qt widget that can + hold text so that the value closest to new_val becomes new_val.""" + array = string_to_array(string) + differences = np.abs(array - new_val) + i = np.argmin(differences) + sep = ", " if "," in string else " " + split_string = string.split(sep) + split_string[i] = f"{new_val:.2f}" + return sep.join(split_string) + + +def string_to_list(list_as_string): + """ + Parse a string that is an interval or list of intervals (e.g. "[0,5]" or + "[[0,4],[5,8]]") and returns it as a list + Parameters: + list_as_string (string) + Returns: + whole_list (list of lists of integers) + """ + whole_list = [] + current_list = [] + num_string = "" + for char in list_as_string: + if char == "[": + current_list = [] + elif char == ",": + if len(current_list) == 0: + current_list.append(float(num_string)) + num_string = "" + elif char == "]": + current_list.append(float(num_string)) + whole_list.append(current_list) + else: + num_string += char + return whole_list + + +def string_to_array(string): + if "," in string: + array = np.array(string.split(","), dtype=np.float) + else: + array = np.array(string.split(), dtype=np.float) + return array + + +def array_to_string(array, seperator=" "): + return seperator.join(np.char.mod("%.2f", array)) + + +def clear_qt_layout(layout): + if layout is not None: + while layout.count(): + child = layout.takeAt(0) + if child.widget() is not None: + child.widget().deleteLater() + elif child.layout() is not None: + clear_qt_layout(child.layout()) + + +def round_off_tables(dataframe, column_units): + for i, unit in enumerate(column_units): + dataframe.iloc[:, i] = dataframe.iloc[:, i].map( + lambda x: f"{x:.{PRECISIONS[unit]}f}" + ) + return dataframe + + +def get_dict_key_index(dictionary, target_key): + return [index for index, key in enumerate(dictionary.keys()) if key == target_key][ + 0 + ] diff --git a/src/utils/widgets.py b/src/utils/widgets.py new file mode 100644 index 0000000..715ce8c --- /dev/null +++ b/src/utils/widgets.py @@ -0,0 +1,363 @@ +import logging + +from PySide2 import QtGui, QtCore +from PySide2.QtWidgets import ( + QLayout, + QWidget, + QTextEdit, + QTableView, + QDialog, + QVBoxLayout, + QHBoxLayout, + QCheckBox, + QLabel, + QLineEdit, + QPushButton, + QComboBox, +) +import pyqtgraph as pg + +from ..constants import TIME_UNIT_FACTORS, VOLTAGE_UNIT_FACTORS, CURRENT_UNIT_FACTORS +from ..utils import clear_qt_layout, get_dict_key_index + +debug_logger = logging.getLogger("ascam.debug") + + +class TextEdit(QTextEdit): + def __init__(self, parent=None, *args, **kwargs): + self.parent = parent # this is the containing widget + QTextEdit.__init__(self, *args, **kwargs) + self.document().modificationChanged.connect(self.updateMaxHeight) + + def updateMaxHeight(self, *args): + # the +2 is a bit ugly, but it's there to avoid the appearance of + # scrollbars when then widget is initialized + self.setMaximumHeight(self.document().size().height() + 2) + + def resizeEvent(self, e): + QTextEdit.resizeEvent(self, e) + self.updateMaxHeight() + + def keyPressEvent(self, event): + if event.key() in (QtCore.Qt.Key_Return, QtCore.Qt.Key_Enter): + event.ignore() + else: + super().keyPressEvent(event) + + +class HistogramViewBox(pg.ViewBox): + def __init__( + self, + histogram=None, + histogram_frame=None, + n_bins=None, + amp=None, + time_unit="ms", + log_times=True, + root_counts=True, + ): + # self.setRectMode() # Set mouse mode to rect for convenient zooming + super().__init__() + self.histogram = histogram + self.histogram_frame = histogram_frame + self.menu = None # Override pyqtgraph ViewBoxMenu + self.menu = self.get_menu() # Create the menu + + def raiseContextMenu(self, ev): + if not self.menuEnabled(): + return + menu = self.get_menu() + menu = self.scene().addParentContextMenus(self, menu, ev) + menu.removeAction(menu.actions()[-2]) # remove the "Plot Options" menu item + + pos = ev.screenPos() + menu.popup(QtCore.QPoint(pos.x(), pos.y())) + + def open_hist_config(self): + self.hist_config = EventHistConfig(self.histogram_frame, self.histogram) + self.hist_config.show() + + def open_nbins_dialog(self): + self.hist_config = NBinsDialog(self.histogram) + self.hist_config.show() + + def get_menu(self): + if self.menu is None: + self.menu = QtGui.QMenu() + + self.viewAll = QtGui.QAction("View All", self.menu) + self.viewAll.triggered.connect(self.autoRange) + self.menu.addAction(self.viewAll) + + self.n_bins_dialog = QtGui.QAction("Number of Bins", self.menu) + self.n_bins_dialog.triggered.connect(self.open_nbins_dialog) + self.menu.addAction(self.n_bins_dialog) + + self.menu.addSeparator() + self.hist_config_item = QtGui.QAction("Configure Histogram", self.menu) + self.hist_config_item.triggered.connect(self.open_hist_config) + self.menu.addAction(self.hist_config_item) + return self.menu + + +class NBinsDialog(QDialog): + """Configuration dialog for the number of bins used in a histogram, this config is particular to + the histogram that the right click event belongs to.""" + + def __init__(self, histogram): + super().__init__() + self.histogram = histogram + self.layout = QVBoxLayout() + self.setLayout(self.layout) + + self.create_widgets() + self.show() + + def create_widgets(self): + row = QHBoxLayout() + label = QLabel("Number of bins:") + row.addWidget(label) + self.n_bins_entry = QLineEdit(str(self.histogram.n_bins)) + row.addWidget(self.n_bins_entry) + self.layout.addLayout(row) + + row = QHBoxLayout() + ok_button = QPushButton("OK") + ok_button.clicked.connect(self.ok_click) + row.addWidget(ok_button) + + cancel_button = QPushButton("cancel") + cancel_button.clicked.connect(self.close) + row.addWidget(cancel_button) + self.layout.addLayout(row) + + def ok_click(self): + self.histogram.n_bins = int(self.n_bins_entry.text()) + self.histogram.update_hist() + self.close() + + +class EventHistConfig(QDialog): + """Configuration Dialog for the event histograms. The options in this dialog apply to all histogram. + """ + + def __init__(self, histogram_frame=None, histogram=None): + super().__init__() + self.histogram = histogram + self.histogram_frame = histogram_frame + self.layout = QVBoxLayout() + self.setLayout(self.layout) + + self.create_widgets() + + def create_widgets(self): + row = QHBoxLayout() + label = QLabel("Time Unit") + row.addWidget(label) + self.time_unit = QComboBox() + self.time_unit.addItems(TIME_UNIT_FACTORS.keys()) + self.time_unit.setCurrentText(self.histogram.time_unit) + row.addWidget(self.time_unit) + self.layout.addLayout(row) + + row = QHBoxLayout() + label = QLabel("Square Root Counts") + row.addWidget(label) + self.root_counts = QCheckBox() + self.root_counts.setChecked(self.histogram.root_counts) + row.addWidget(self.root_counts) + self.layout.addLayout(row) + + row = QHBoxLayout() + label = QLabel("Log10 Dwell Times") + row.addWidget(label) + self.log_times = QCheckBox() + self.log_times.setChecked(self.histogram.log_times) + row.addWidget(self.log_times) + self.layout.addLayout(row) + row = QHBoxLayout() + ok_button = QPushButton("OK") + ok_button.clicked.connect(self.ok_click) + row.addWidget(ok_button) + + cancel_button = QPushButton("cancel") + cancel_button.clicked.connect(self.close) + row.addWidget(cancel_button) + self.layout.addLayout(row) + + def ok_click(self): + clear_qt_layout(self.histogram_frame.layout) + + n_bins = {h.amp: h.n_bins for h in self.histogram_frame.histograms} + self.histogram_frame.create_histograms( + log_times=self.log_times.isChecked(), + root_counts=self.root_counts.isChecked(), + time_unit=self.time_unit.currentText(), + n_bins=n_bins, + ) + self.close() + + +class TableFrame(QDialog): + def __init__( + self, + parent, + data, + header, + trace_unit="A", + time_unit="A", + title=None, + height=800, + width=500, + ): + super().__init__() + self.parent = parent + self.layout = QVBoxLayout() + self.setLayout(self.layout) + + self.setGeometry(parent.x() + width / 4, parent.y() + height / 3, width, height) + + table = TableModel(data, header) + table_view = QTableView() + table_view.setModel(table) + + self.layout.addWidget(table_view) + self.setModal(False) + if title is None: + title = " ,".join(header) + self.setWindowTitle(title) + self.show() + + +class TableModel(QtCore.QAbstractTableModel): + def __init__(self, data, header): + super().__init__() + self._data = data + self._header = header + + def data(self, index, role): + if role == QtCore.Qt.DisplayRole: + # See below for the nested-list data structure. + # .row() indexes into the outer list, + # .column() indexes into the sub-list + if index.row() == 0: + return self._header[index.column()] + return self._data[index.row() - 1][index.column()] + + def rowCount(self, index): + return len(self._data) + + def columnCount(self, index): + return len(self._data[0]) + + +class VerticalContainerWidget(QWidget): + def __init__(self, parent): + super().__init__() + self.parent = parent + + self.layout = QVBoxLayout() + self.setLayout(self.layout) + + self.create_widgets() + + def create_widets(self): + raise NotImplementedError + + def add_row(self, *items): + row = QHBoxLayout() + for item in items: + if isinstance(item, QWidget): + row.addWidget(item) + elif isinstance(item, QLayout): + row.addLayout(item) + else: + raise TypeError(f"Cannot add {item} to a row layout.") + self.layout.addLayout(row) + + +class EntryWidget(VerticalContainerWidget): + def __init__( + self, + parent, + default_time_unit="ms", + default_trace_unit="pA", + default_piezo_unit="mV", + default_command_unit="uV", + ): + + self.default_time_unit = default_time_unit + self.default_trace_unit = default_trace_unit + self.default_piezo_unit = default_piezo_unit + self.default_command_unit = default_command_unit + self.create_unit_entry_widgets() + super().__init__(parent) + + def create_unit_entry_widgets(self): + self.trace_unit_entry = QComboBox() + self.trace_unit_entry.addItems(list(CURRENT_UNIT_FACTORS.keys())) + self.trace_unit_entry.setCurrentIndex( + get_dict_key_index(CURRENT_UNIT_FACTORS, self.default_trace_unit) + ) + + self.piezo_unit_entry = QComboBox() + self.piezo_unit_entry.addItems(list(VOLTAGE_UNIT_FACTORS.keys())) + self.piezo_unit_entry.setCurrentIndex( + get_dict_key_index(VOLTAGE_UNIT_FACTORS, self.default_piezo_unit) + ) + + self.command_unit_entry = QComboBox() + self.command_unit_entry.addItems(list(VOLTAGE_UNIT_FACTORS.keys())) + self.command_unit_entry.setCurrentIndex( + get_dict_key_index(VOLTAGE_UNIT_FACTORS, self.default_command_unit) + ) + + self.time_unit_entry = QComboBox() + self.time_unit_entry.addItems(list(TIME_UNIT_FACTORS.keys())) + self.time_unit_entry.setCurrentIndex( + get_dict_key_index(TIME_UNIT_FACTORS, self.default_time_unit) + ) + + @property + def trace_unit(self): + if hasattr(self, "trace_unit_entry"): + return self.trace_unit_entry.currentText() + return "A" + + @trace_unit.setter + def trace_unit(self, val): + if hasattr(self, "trace_unit_entry"): + self.trace_unit_entry.setCurrentText(val) + + @property + def time_unit(self): + if hasattr(self, "time_unit_entry"): + return self.time_unit_entry.currentText() + return "s" + + @time_unit.setter + def time_unit(self, val): + if hasattr(self, "time_unit_entry"): + self.time_unit_entry.setCurrentText(val) + + @property + def piezo_unit(self): + if hasattr(self, "piezo_unit_entry"): + return self.piezo_unit_entry.currentText() + return "V" + + @piezo_unit.setter + def piezo_unit(self, val): + if hasattr(self, "piezo_unit_entry"): + self.piezo_unit_entry.setCurrentText(val) + + @property + def command_unit(self): + if hasattr(self, "command_unit_entry"): + return self.command_unit_entry.currentText() + return "V" + + @command_unit.setter + def command_unit(self, val): + if hasattr(self, "command_unit_entry"): + self.command_unit_entry.setCurrentText(val) diff --git a/tests/test_idealization.py b/tests/test_idealization.py new file mode 100644 index 0000000..b54c68d --- /dev/null +++ b/tests/test_idealization.py @@ -0,0 +1,72 @@ +import pytest +import numpy as np + +from src.core.idealization import Idealizer + + +# (trace, events) +test_traces = [ + ( + np.array([1, 1, 2, 1, 1, 1], dtype=float), + np.array([[1, 2, 0, 1], + [2, 1, 2, 2], + [1, 3, 3, 5]], dtype=float), + ), + ( + np.array([1, 1, 1, 2, 2, 3], dtype=float), + np.array([[1, 3, 0, 2], + [2, 2, 3, 4], + [3, 1, 5, 5]], dtype=float), + ), + ( + np.array([2, 1, 1, 2, 2, 3], dtype=float), + np.array([[2, 1, 0, 0], + [1, 2, 1, 2], + [2, 2, 3, 4], + [3, 1, 5, 5]], dtype=float), + ), + ( + np.array([2, 1, 1, 2, 2, 3, 3], dtype=float), + np.array([[2, 1, 0, 0], + [1, 2, 1, 2], + [2, 2, 3, 4], + [3, 2, 5, 6]], dtype=float), + ), +] + +resolution_test_event_series = [ + ( + 2, + np.array([1, 1, 1, 2, 2, 3]), + ), + ( + 2, + np.array([2, 1, 1, 2, 2, 3]), + ), + ( + 4, + np.array([2,2,2,2,1,2,3,3,3,4,6,6,6,6,6,6,1,1,1,1 , 1, 2, 2, 3, 2,2,2,2,5,5,5,5,5,5,3]), + ), + ( + 4, + np.array([2, 1, 1, 2, 2, 3, 3,3,3,3,3,3,3, 5,5,5,5,5, 2,2,2,2,2,2,2, 1,1,1,1,1,1,1]), + ), + ( + 4, + np.array([2, 1, 1, 2, 2, 3, 3]), + ), +] + + +@pytest.mark.parametrize("resolution, trace", resolution_test_event_series) +def test_extract_events_with_resolution(resolution, trace): + idealization = Idealizer.apply_resolution(trace, np.arange(len(trace)), resolution) + out = Idealizer.extract_events(idealization, np.arange(len(idealization))) + assert np.all(out[:, 1] >= resolution) + +@pytest.mark.parametrize("trace, events", test_traces) +def test_extract_events(trace, events): + out = Idealizer.extract_events(trace, np.arange(len(trace))) + print(out) + print(events) + assert np.all(out == events) From d87fd23abd6b098b342d1e357a5ed4e3858faa2e Mon Sep 17 00:00:00 2001 From: aplested Date: Mon, 29 Nov 2021 20:30:33 +0100 Subject: [PATCH 02/12] replaced 4 files --- src/core/idealization.py | 27 ++++++----- src/core/recording.py | 71 ++++++++++++++------------- src/gui/analysis_widgets.py | 16 +++++++ src/gui/episode_frame.py | 96 ++++++++++++++++++++++++------------- 4 files changed, 132 insertions(+), 78 deletions(-) diff --git a/src/core/idealization.py b/src/core/idealization.py index afa387f..5737bb7 100644 --- a/src/core/idealization.py +++ b/src/core/idealization.py @@ -104,20 +104,23 @@ def idealize_series(self): self.idealize_episode(i) def get_events(self, time_unit="s", trace_unit="A"): - if self.all_ep_inds != self.ind_idealized: - self.idealize_series() + # idealizing every trace, every time is killing us + # now we only get events from traces that were idealized + ##if self.all_ep_inds != self.ind_idealized: + ## self.idealize_series() event_array = np.zeros((0, 5)).astype(object) for episode in self.data.series: - # create a column containing the episode number - ep_events = Idealizer.extract_events( - self.idealization(episode.n_episode), self.time() - ) - episode_number = episode.n_episode * np.ones(len(ep_events[:, 0])) - # glue that column to the event - ep_events = np.concatenate( - (episode_number[:, np.newaxis], ep_events), axis=1 - ) - event_array = np.concatenate((event_array, ep_events), axis=0) + if self.idealization(episode.n_episode) is not None: + # create a column containing the episode number + ep_events = Idealizer.extract_events( + self.idealization(episode.n_episode), self.time() + ) + episode_number = episode.n_episode * np.ones(len(ep_events[:, 0])) + # glue that column to the event + ep_events = np.concatenate( + (episode_number[:, np.newaxis], ep_events), axis=1 + ) + event_array = np.concatenate((event_array, ep_events), axis=0) event_array[:, 1] *= CURRENT_UNIT_FACTORS[trace_unit] event_array[:, 2:] *= TIME_UNIT_FACTORS[time_unit] return event_array diff --git a/src/core/recording.py b/src/core/recording.py index 11bc94a..a277ed8 100644 --- a/src/core/recording.py +++ b/src/core/recording.py @@ -77,7 +77,7 @@ def from_file( else: raise ValueError(f"Cannot load from filetype {filetype}.") - recording.lists = {"All": (list(range(len(recording["raw_"]))), None)} + recording.subsets = {"All": (list(range(len(recording["raw_"]))), None)} return recording @@ -93,36 +93,41 @@ def __init__(self, filename="", sampling_rate=4e4): # attributes for storing and managing the data self["raw_"] = [] self.current_datakey = "raw_" + self.current_subsets = ["All"] self.current_ep_ind = 0 - # variables for user created lists of episodes - # `lists` stores the indices of the episodes in the list in the first - # element and the associated key as the second - # lists[name] = ([inds], key) - self.lists = dict() + # variables for user-created subsets of episodes + # `subsets` stores the indices of the episodes in the subset in the first + # element and the associated keyboard key as the second: + # subsets[name] = ([indices], key) + self.subsets = dict() - def select_episodes(self, datakey=None, lists=None): + def select_episodes(self, datakey=None, subsets=None): if datakey is None: datakey = self.current_datakey - if lists is None: - lists = ["All"] + if subsets is None: + subsets = self.current_subsets indices = list() - for listname in lists: - indices.extend(self.lists[listname][0]) + for subsetname in subsets: + indices.extend(self.subsets[subsetname][0]) indices = np.array(list(set(indices))) return np.array(self[datakey])[indices] - def episodes_in_lists(self, names): - if isinstance(str, names): - names = [names] + def episodes_in_subsets(self, subset_names): + if isinstance(subset_names, str): #AP corrected here 291121 + subset_names = [subset_names] indices = list() - for listname in names: - indices.extend(self.lists[listname][0]) + for subsetname in subset_names: + indices.extend(self.subsets[subsetname][0]) # remove duplicate indices indices = np.array(list(set(indices))) + print (indices) debug_logger.debug(f"Selected episodes: {indices}") - return np.array(self.series)[indices] - + if indices != []: + return np.array(self.series)[indices] + else: + return None + @property def series(self): return self[self.current_datakey] @@ -289,7 +294,7 @@ def series_hist( """Create a histogram of all episodes in the presently selected series """ debug_logger.debug(f"series_hist") - # put all piezo traces and all current traces in lists + # put all piezo traces and all current traces in subsets piezos = [episode.piezo for episode in self.series] traces = [episode.trace for episode in self.series] trace_list = [] @@ -397,7 +402,7 @@ def _load_from_pickle(recording): def export_idealization( self, filepath, - lists_to_save, + subsets_to_save, time_unit, trace_unit, amplitudes, @@ -410,7 +415,7 @@ def export_idealization( if not filepath.endswith(".csv"): filepath += ".csv" - episodes = self.select_episodes(lists=lists_to_save) + episodes = self.select_episodes(subsets=subsets_to_save) export_array = np.zeros( shape=(len(episodes) + 1, episodes[0].idealization.size) @@ -437,7 +442,7 @@ def export_matlab( self, filepath, datakey, - lists_to_save, + subsets_to_save, save_piezo, save_command, time_unit="s", @@ -445,11 +450,11 @@ def export_matlab( piezo_unit="V", command_unit="V", ): - """Export all the episodes in the givens list(s) from the given series + """Export all the episodes in the givens subset(s) from the given series (only one) to a matlab file.""" debug_logger.debug( f"export_matlab:\n" - f"saving the lists: {lists_to_save}\n" + f"saving the subsets: {subsets_to_save}\n" f"of series {datakey}\n" f"save piezo: {save_piezo}; " "save command: {save_command}\n" @@ -464,7 +469,7 @@ def export_matlab( export_dict = dict() export_dict["time"] = self["raw_"][0].time * TIME_UNIT_FACTORS[time_unit] fill_length = len(str(len(self[datakey]))) - episodes = self.select_episodes(datakey, lists_to_save) + episodes = self.select_episodes(datakey, subsets_to_save) # # get the episodes we want to save # indices = list() # for listname in lists_to_save: @@ -484,19 +489,19 @@ def export_matlab( ) io.savemat(filepath, export_dict) - def export_axo(self, filepath, datakey, lists_to_save, save_piezo, save_command): + def export_axo(self, filepath, datakey, subsets_to_save, save_piezo, save_command): """Export data to an axograph file. Argument: filepath - location where the file is to be stored datakey - series that should be exported - lists_to_save - the user-created lists of episodes that should be + subsets_to_save - the user-created subsets of episodes that should be includes save_piezo - if true piezo data will be exported save_command - if true command voltage data will be exported""" debug_logger.debug( f"export_axo:\n" - f"saving the lists: {lists_to_save}\n" + f"saving the subsets: {subsets_to_save}\n" f"of series {datakey}\n" f"save piezo: {save_piezo}; save command: {save_command}\n" f"saving to destination: {filepath}" @@ -515,7 +520,7 @@ def export_axo(self, filepath, datakey, lists_to_save, save_piezo, save_command) data_list = [self.episode().time] # get the episodes we want to save - episodes = self.select_episodes(datakey, lists_to_save) + episodes = self.select_episodes(datakey, subsets_to_save) for episode in episodes: data_list.append(np.array(episode.trace)) @@ -530,7 +535,7 @@ def export_axo(self, filepath, datakey, lists_to_save, save_piezo, save_command) file.write(filepath) def create_first_activation_table( - self, datakey=None, time_unit="ms", lists_to_save=None, trace_unit="pA" + self, datakey=None, time_unit="ms", subsets_to_save=None, trace_unit="pA" ): if datakey is None: datakey = self.current_datakey @@ -544,7 +549,7 @@ def create_first_activation_table( episode.first_activation_amplitude * CURRENT_UNIT_FACTORS[trace_unit], ) - for episode in self.select_episodes(datakey, lists_to_save) + for episode in self.select_episodes(datakey, subsets_to_save) ] ) return export_array.astype(object) @@ -554,12 +559,12 @@ def export_first_activation( filepath, datakey=None, time_unit="ms", - lists_to_save=None, + subsets_to_save=None, trace_unit="pA", ): """Export csv file of first activation times.""" export_array = self.create_first_activation_table( - datakey, time_unit, lists_to_save, trace_unit + datakey, time_unit, subsets_to_save, trace_unit ) header = [ "Episode Number", diff --git a/src/gui/analysis_widgets.py b/src/gui/analysis_widgets.py index 88ef9ea..1e672d8 100644 --- a/src/gui/analysis_widgets.py +++ b/src/gui/analysis_widgets.py @@ -58,6 +58,10 @@ def create_widgets(self): self.calc_button = QPushButton("Calculate idealization") self.calc_button.clicked.connect(self.calculate_click) self.layout.addWidget(self.calc_button) + + self.calc_subset_button = QPushButton("Calculate idealization for subset") + self.calc_subset_button.clicked.connect(self.calculate_subset_click) + self.layout.addWidget(self.calc_subset_button) self.events_button = QPushButton("Show Table of Events") self.events_button.clicked.connect(self.create_event_frame) @@ -136,6 +140,18 @@ def idealization(self, n_episode=None): def time(self, n_episode=None): return self.current_tab.idealization_cache.time(n_episode) + def calculate_subset_click(self): + self.get_params() + ### ask which subsets are checked + selected_subsets,_ = self.main.ep_frame.subset_frame.subsets_check() + episodes = self.main.data.episodes_in_subsets(selected_subsets) + for ep in episodes: + print (f"Idealizing episode {ep.n_episode}") + self.main.data.current_ep_ind = ep.n_episode + self.idealize_episode() + self.main.plot_frame.update_episode() + + def calculate_click(self): self.get_params() self.idealize_episode() diff --git a/src/gui/episode_frame.py b/src/gui/episode_frame.py index 10ac805..e7ddd14 100644 --- a/src/gui/episode_frame.py +++ b/src/gui/episode_frame.py @@ -35,9 +35,11 @@ def __init__(self, main, *args, **kwargs): self.keyPressed.connect(self.key_pressed) def create_widgets(self): - self.list_frame = ListFrame(self) - self.layout.addWidget(self.list_frame) + self.subset_frame = SubsetFrame(self) + self.layout.addWidget(self.subset_frame) + + ### this box selects which series (according to processing) self.series_selection = QComboBox() self.series_selection.setDuplicatesEnabled(False) self.series_selection.addItems(list(self.main.data.keys())) @@ -82,51 +84,76 @@ def keyPressEvent(self, event): self.keyPressed.emit(event.text()) def key_pressed(self, key): - assigned_keys = [x[1] for x in self.main.data.lists.values()] + assigned_keys = [x[1] for x in self.main.data.subsets.values()] if key in assigned_keys: - for l in self.list_frame.lists: + for l in self.subset_frame.subsets: if f"[{key}]" in l.text(): name = l.text().split()[0] for item in self.ep_list.selectedItems(): index = self.ep_list.row(item) - self.list_frame.add_to_list(name, key, index) + self.subset_frame.add_to_subset(name, key, index) -class ListFrame(QWidget): +class SubsetFrame(QWidget): keyPressed = QtCore.Signal(str) def __init__(self, parent, *args, **kwargs): - super(ListFrame, self).__init__(*args, **kwargs) + super(SubsetFrame, self).__init__(*args, **kwargs) self.parent = parent self.layout = QVBoxLayout() self.setLayout(self.layout) - self.lists = [] - self.new_list("All") + self.subsets = [] + self.new_subset("All", checked_state=True) - self.new_button = QPushButton("New List") + self.new_button = QPushButton("New Subset") self.new_button.clicked.connect(self.create_dialog) self.layout.addWidget(self.new_button) - def new_list(self, name, key=None): + def new_subset(self, name, key=None, checked_state=False): label = f"{name} [{key}]" if key is not None else name - check_box = QCheckBox(label) - check_box.setChecked(True) - self.lists.append(check_box) - self.layout.insertWidget(0, check_box) - self.parent.main.data.lists[name] = ([], key) + sub_check_box = QCheckBox(label) + sub_check_box.setChecked(checked_state) + sub_check_box.stateChanged.connect(self.subset_click) + self.subsets.append(sub_check_box) + self.layout.insertWidget(0, sub_check_box) + # create an empty subset + self.parent.main.data.subsets[name] = ([], key) debug_logger.debug( - f"added list '{name}' with key '{key}'\n" - "lists are now:\n" - f"{self.parent.main.data.lists}" + f"added subset '{name}' with keypress '{key}'\n" + "subsets are now:\n" + f"{self.parent.main.data.subsets}" ) - def add_to_list(self, name, key, index): - if index not in self.parent.main.data.lists[name][0]: - self.parent.main.data.lists[name][0].append(index) + def subsets_check(self): + + checked_list =[] + unchecked_list =[] + + for b in self.subsets: + if b.isChecked(): + checked_list.append(b.text().split(" ")[0]) + else : + unchecked_list.append(b.text().split(" ")[0]) + + return checked_list, unchecked_list + + def subset_click(self, state): + print("clicked state", state, self.sender().text()) + checked_list,unchecked_list = self.subsets_check() + + print("Checked subset boxes:", checked_list) + print("Unchecked subset boxes:", unchecked_list) + self.parent.ep_list.populate() + + def add_to_subset(self, name, key, index): + # unfortunately this adds on list index not on actually clicked episode + # also tags letters do not refresh with episode list + if index not in self.parent.main.data.subsets[name][0]: + self.parent.main.data.subsets[name][0].append(index) assigned_keys = [ x[1] - for x in self.parent.main.data.lists.values() + for x in self.parent.main.data.subsets.values() if index in x[0] and x[1] is not None ] n = f"Episode {self.parent.main.data.series[index].n_episode} " @@ -138,14 +165,14 @@ def add_to_list(self, name, key, index): n += s.rjust(20 - len(n), " ") self.parent.ep_list.item(index).setText(n) ana_logger.debug( - f"added episode {self.parent.main.data.series[index].n_episode} to list {name}" + f"added episode {self.parent.main.data.series[index].n_episode} to subset {name}" ) else: - self.parent.main.data.lists[name][0].remove(index) + self.parent.main.data.subsets[name][0].remove(index) n = self.parent.ep_list.item(index).text() assigned_keys = [ x[1] - for x in self.parent.main.data.lists.values() + for x in self.parent.main.data.subsets.values() if index in x[0] and x[1] is not None ] assigned_keys.sort() @@ -157,12 +184,12 @@ def add_to_list(self, name, key, index): n += s.rjust(20 - len(n), " ") self.parent.ep_list.item(index).setText(n) ana_logger.debug( - f"removed episode {self.parent.main.data.series[index].n_episode} from list {name}" + f"removed episode {self.parent.main.data.series[index].n_episode} from subset {name}" ) def create_dialog(self): self.dialog = QDialog() - self.dialog.setWindowTitle("Add List") + self.dialog.setWindowTitle("Add subset") layout = QGridLayout() self.dialog.setLayout(layout) @@ -184,7 +211,7 @@ def create_dialog(self): self.dialog.exec_() def ok_clicked(self): - self.new_list(self.name_entry.text(), self.key_entry.text()) + self.new_subset(self.name_entry.text(), self.key_entry.text()) self.dialog.close() def keyPressEvent(self, event): @@ -219,10 +246,13 @@ def populate(self): self.currentItemChanged.disconnect(self.on_item_click) self.clear() if self.parent.main.data is not None: - debug_logger.debug("inserting data") - self.addItems( - [f"Episode {e.n_episode}" for e in self.parent.main.data.series] - ) + selected_subsets,_ = self.parent.subset_frame.subsets_check() + episodes = self.parent.main.data.episodes_in_subsets(selected_subsets) + if episodes is not None: + debug_logger.debug("inserting data") + self.addItems( + [f"Episode {e.n_episode}" for e in episodes] + ) self.setCurrentRow(0) self.currentItemChanged.connect( self.on_item_click, type=QtCore.Qt.DirectConnection From ae6a2c45dc882f6790d985b4a4778d5d84f881fa Mon Sep 17 00:00:00 2001 From: aplested Date: Tue, 30 Nov 2021 18:07:49 +0100 Subject: [PATCH 03/12] instructions pdf added --- ASCAM instructions.pdf | Bin 0 -> 332044 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 ASCAM instructions.pdf diff --git a/ASCAM instructions.pdf b/ASCAM instructions.pdf new file mode 100644 index 0000000000000000000000000000000000000000..ffbacb70649b68e7fa7c7d157e2c2dab05ed5a77 GIT binary patch literal 332044 zcmdqIby!qu_dg7xpfZ4fw1k3`ATxk;DJ?Ax5<_=)qeyoSt$=iQN(?C_A>A=_cfXtC 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zV`I4I5-AJ@A;PkQ6t`c{ zAWab44%DQ=#!$FrpfR{*V1#kY0L061dILGkHKmi47V=mKlDBN z559p$;QBZk`GZCM-MP%ZiKPmI1K+aMA*&7Z(!-Rp5@40W2|b<~Ly|?))nZ69MBb z98C)c7C$%`@I}YQfb4!7v)x_I0MRm6Qc%fI%l3v9xPWF8I*h#dmpbBQKwQlUkUIS9 zrv&&;77$nzw=gqDn~7j7QBZRWb709~0R^gLVJ2dZv_e~=EUYC-|Jmd(zK5GT@LS?= T^$r)tK!u^C+}v{N@}&O-`2z2n literal 0 HcmV?d00001 From 6cceb7e685a757686154cda60dce029ba3a3f1e6 Mon Sep 17 00:00:00 2001 From: aplested Date: Tue, 30 Nov 2021 18:10:51 +0100 Subject: [PATCH 04/12] tidying readme --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index ead1502..84dedf5 100644 --- a/README.md +++ b/README.md @@ -36,7 +36,8 @@ A straightforward installation can be achieved by first installing Anaconda or m After successful installation of Anaconda, if you have Git installed, you can clone the ASCAM directory from Github onto your machine with the following command in the Terminal: *git clone https://github.com/AGPlested/ASCAM*. But if you had Git installed, you almost certainly knew that already. -20-03-01: Note, with the migration to Qt, some problems may be encountered on the Mac if you already have installations of Qt4+. A fresh environment (e.g. can help. +20-03-01: With the migration to Qt, some problems may be encountered on the Mac if you already have installations of Qt4+. A fresh environment can help. + 21-05-25: Update to Big Sur - Pyqtgraph and PyQt need Python 3.8, PySide2 5.15 and the command export QT_MAC_WANTS_LAYER=1 must be issued in the Terminal. ## Running ASCAM From 1028dcfedeeedd96ff4b3e080448fea34a5c07e3 Mon Sep 17 00:00:00 2001 From: aplested Date: Tue, 30 Nov 2021 18:12:55 +0100 Subject: [PATCH 05/12] tidying readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 84dedf5..fdbeb90 100644 --- a/README.md +++ b/README.md @@ -38,7 +38,7 @@ After successful installation of Anaconda, if you have Git installed, you can cl 20-03-01: With the migration to Qt, some problems may be encountered on the Mac if you already have installations of Qt4+. A fresh environment can help. -21-05-25: Update to Big Sur - Pyqtgraph and PyQt need Python 3.8, PySide2 5.15 and the command export QT_MAC_WANTS_LAYER=1 must be issued in the Terminal. +21-05-25: Running under macOS Big Sur - Pyqtgraph and PyQt need Python 3.8, PySide2 5.15 and the command `export QT_MAC_WANTS_LAYER=1` must be issued in the Terminal. ## Running ASCAM From 8c65a27ed7c4d74d92fc800df7e56f9904fcb4d6 Mon Sep 17 00:00:00 2001 From: aplested Date: Sat, 26 Nov 2022 16:17:07 +0100 Subject: [PATCH 06/12] removed marks --- src/gui/io_widgets.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/src/gui/io_widgets.py b/src/gui/io_widgets.py index 45e9166..b3cc706 100644 --- a/src/gui/io_widgets.py +++ b/src/gui/io_widgets.py @@ -9,18 +9,17 @@ QLabel, QFileDialog, QVBoxLayout, -<<<<<<< HEAD -======= - QHBoxLayout, ->>>>>>> subsets + + ###QHBoxLayout, + ) from ..core import Recording -<<<<<<< HEAD + ======= -from ..constants import TIME_UNIT_FACTORS, CURRENT_UNIT_FACTORS, VOLTAGE_UNIT_FACTORS ->>>>>>> subsets +###from ..constants import TIME_UNIT_FACTORS, CURRENT_UNIT_FACTORS, VOLTAGE_UNIT_FACTORS + from ..utils.widgets import EntryWidget From 2e52567228f69795e8de9d17d7e8173470ce2c4f Mon Sep 17 00:00:00 2001 From: aplested Date: Sat, 26 Nov 2022 16:18:11 +0100 Subject: [PATCH 07/12] removed marks --- src/gui/io_widgets.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/gui/io_widgets.py b/src/gui/io_widgets.py index b3cc706..b9f97c3 100644 --- a/src/gui/io_widgets.py +++ b/src/gui/io_widgets.py @@ -17,7 +17,7 @@ from ..core import Recording -======= + ###from ..constants import TIME_UNIT_FACTORS, CURRENT_UNIT_FACTORS, VOLTAGE_UNIT_FACTORS from ..utils.widgets import EntryWidget From 2c51078e98bdaeb9b793105e4459bcb82f538df7 Mon Sep 17 00:00:00 2001 From: aplested Date: Sat, 26 Nov 2022 16:20:04 +0100 Subject: [PATCH 08/12] removed marks --- src/utils/tools.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/utils/tools.py b/src/utils/tools.py index ece2a9b..a8753a0 100644 --- a/src/utils/tools.py +++ b/src/utils/tools.py @@ -1,8 +1,8 @@ -<<<<<<< HEAD -======= -import os ->>>>>>> subsets + +###import os + + import numpy as np from ..constants import PRECISIONS From 1726bd83a040fff455020cf68c90ab395c12ea53 Mon Sep 17 00:00:00 2001 From: aplested Date: Sun, 14 Jan 2024 18:44:03 +0100 Subject: [PATCH 09/12] repairing --- src/core/filtering.py | 16 +----- src/core/idealization.py | 19 +------ src/core/readdata.py | 17 ++---- src/core/recording.py | 114 ++++++++------------------------------- src/utils/tools.py | 5 -- 5 files changed, 30 insertions(+), 141 deletions(-) diff --git a/src/core/filtering.py b/src/core/filtering.py index f6cab93..0d8d61e 100644 --- a/src/core/filtering.py +++ b/src/core/filtering.py @@ -1,8 +1,4 @@ -<<<<<<< HEAD -======= -import logging - ->>>>>>> subsets +#import logging import numpy as np @@ -154,11 +150,7 @@ def predict_forward(self, data, window_width): forward_prediction /= window_width else: raise ValueError( -<<<<<<< HEAD f"Mode {self.mode} is an unknown method for dealing\ -======= - f"Mode {mode} is an unknown method for dealing\ ->>>>>>> subsets with edges" ) return forward_prediction @@ -198,12 +190,8 @@ def predict_backward(self, data, window_width): backward_prediction /= window_width else: raise ValueError( -<<<<<<< HEAD f"Mode {self.mode} is an unknown method for dealing\ -======= - f"Mode {mode} is an unknown method for dealing\ ->>>>>>> subsets - with edges" + with edges" ) return backward_prediction diff --git a/src/core/idealization.py b/src/core/idealization.py index 032b2a1..850e8a7 100644 --- a/src/core/idealization.py +++ b/src/core/idealization.py @@ -104,22 +104,7 @@ def idealize_series(self): self.idealize_episode(i) def get_events(self, time_unit="s", trace_unit="A"): -<<<<<<< HEAD - if self.all_ep_inds != self.ind_idealized: - self.idealize_series() - event_array = np.zeros((0, 5)).astype(object) - for episode in self.data.series: - # create a column containing the episode number - ep_events = Idealizer.extract_events( - self.idealization(episode.n_episode), self.time() - ) - episode_number = episode.n_episode * np.ones(len(ep_events[:, 0])) - # glue that column to the event - ep_events = np.concatenate( - (episode_number[:, np.newaxis], ep_events), axis=1 - ) - event_array = np.concatenate((event_array, ep_events), axis=0) -======= + # idealizing every trace, every time is killing us # now we only get events from traces that were idealized ##if self.all_ep_inds != self.ind_idealized: @@ -137,7 +122,7 @@ def get_events(self, time_unit="s", trace_unit="A"): (episode_number[:, np.newaxis], ep_events), axis=1 ) event_array = np.concatenate((event_array, ep_events), axis=0) ->>>>>>> subsets + event_array[:, 1] *= CURRENT_UNIT_FACTORS[trace_unit] event_array[:, 2:] *= TIME_UNIT_FACTORS[time_unit] return event_array diff --git a/src/core/readdata.py b/src/core/readdata.py index cc24784..7b56b93 100644 --- a/src/core/readdata.py +++ b/src/core/readdata.py @@ -1,7 +1,3 @@ -<<<<<<< HEAD -======= -import csv ->>>>>>> subsets import pickle import logging @@ -30,13 +26,8 @@ def load(filename, filetype=False, dtype=None, headerlength=None, fs=None): output = load_matlab(filename) elif filetype == "bin": output = load_binary(filename, dtype, headerlength, fs) -<<<<<<< HEAD # elif filetype == "tdt": # output = load_tdt(filename) -======= - elif filetype == "tdt": - output = load_tdt(filename) ->>>>>>> subsets else: print("Filetype not supported.") output = False @@ -213,13 +204,13 @@ def load_axo(filename): # # assign the lists with data # for i in range(n_lists): # if "Ipatch" in names[i] or "trace" in names[i]: -# current.append(np.array(listlist[i], dtype=np.float)) +# current.append(np.array(listlist[i], dtype=float)) # elif "10Vm" in names[i] or "command" in names[i]: -# command_voltage.append(np.array(listlist[i], dtype=np.float)) +# command_voltage.append(np.array(listlist[i], dtype=float)) # elif "Piezo" in names[i] or "piezo" in names[i]: -# piezo.append(np.array(listlist[i], dtype=np.float)) +# piezo.append(np.array(listlist[i], dtype=float)) # elif "Time" in names[i] or "time" in names[i]: -# time = np.array(listlist[i], dtype=np.float) +# time = np.array(listlist[i], dtype=float) # names = ["Time [ms]"] # if current: diff --git a/src/core/recording.py b/src/core/recording.py index 7859e8c..1ec1364 100644 --- a/src/core/recording.py +++ b/src/core/recording.py @@ -77,11 +77,8 @@ def from_file( else: raise ValueError(f"Cannot load from filetype {filetype}.") -<<<<<<< HEAD - recording.lists = {"All": (list(range(len(recording["raw_"]))), None)} -======= + recording.subsets = {"All": (list(range(len(recording["raw_"]))), None)} ->>>>>>> subsets return recording @@ -97,38 +94,7 @@ def __init__(self, filename="", sampling_rate=4e4): # attributes for storing and managing the data self["raw_"] = [] self.current_datakey = "raw_" -<<<<<<< HEAD - self.current_ep_ind = 0 - # variables for user created lists of episodes - # `lists` stores the indices of the episodes in the list in the first - # element and the associated key as the second - # lists[name] = ([inds], key) - self.lists = dict() - - def select_episodes(self, datakey=None, lists=None): - if datakey is None: - datakey = self.current_datakey - if lists is None: - lists = ["All"] - indices = list() - for listname in lists: - indices.extend(self.lists[listname][0]) - indices = np.array(list(set(indices))) - return np.array(self[datakey])[indices] - - def episodes_in_lists(self, names): - if isinstance(str, names): - names = [names] - indices = list() - for listname in names: - indices.extend(self.lists[listname][0]) - # remove duplicate indices - indices = np.array(list(set(indices))) - debug_logger.debug(f"Selected episodes: {indices}") - return np.array(self.series)[indices] - -======= self.current_subsets = ["All"] self.current_ep_ind = 0 @@ -164,7 +130,6 @@ def episodes_in_subsets(self, subset_names): else: return None ->>>>>>> subsets @property def series(self): return self[self.current_datakey] @@ -331,11 +296,9 @@ def series_hist( """Create a histogram of all episodes in the presently selected series """ debug_logger.debug(f"series_hist") -<<<<<<< HEAD - # put all piezo traces and all current traces in lists -======= + # put all piezo traces and all current traces in subsets ->>>>>>> subsets + piezos = [episode.piezo for episode in self.series] traces = [episode.trace for episode in self.series] trace_list = [] @@ -443,11 +406,9 @@ def _load_from_pickle(recording): def export_idealization( self, filepath, -<<<<<<< HEAD - lists_to_save, -======= + subsets_to_save, ->>>>>>> subsets + time_unit, trace_unit, amplitudes, @@ -460,11 +421,7 @@ def export_idealization( if not filepath.endswith(".csv"): filepath += ".csv" -<<<<<<< HEAD - episodes = self.select_episodes(lists=lists_to_save) -======= episodes = self.select_episodes(subsets=subsets_to_save) ->>>>>>> subsets export_array = np.zeros( shape=(len(episodes) + 1, episodes[0].idealization.size) @@ -491,11 +448,9 @@ def export_matlab( self, filepath, datakey, -<<<<<<< HEAD - lists_to_save, -======= + subsets_to_save, ->>>>>>> subsets + save_piezo, save_command, time_unit="s", @@ -503,19 +458,12 @@ def export_matlab( piezo_unit="V", command_unit="V", ): -<<<<<<< HEAD - """Export all the episodes in the givens list(s) from the given series - (only one) to a matlab file.""" - debug_logger.debug( - f"export_matlab:\n" - f"saving the lists: {lists_to_save}\n" -======= + """Export all the episodes in the givens subset(s) from the given series (only one) to a matlab file.""" debug_logger.debug( f"export_matlab:\n" f"saving the subsets: {subsets_to_save}\n" ->>>>>>> subsets f"of series {datakey}\n" f"save piezo: {save_piezo}; " "save command: {save_command}\n" @@ -530,11 +478,9 @@ def export_matlab( export_dict = dict() export_dict["time"] = self["raw_"][0].time * TIME_UNIT_FACTORS[time_unit] fill_length = len(str(len(self[datakey]))) -<<<<<<< HEAD - episodes = self.select_episodes(datakey, lists_to_save) -======= + episodes = self.select_episodes(datakey, subsets_to_save) ->>>>>>> subsets + # # get the episodes we want to save # indices = list() # for listname in lists_to_save: @@ -554,11 +500,9 @@ def export_matlab( ) io.savemat(filepath, export_dict) -<<<<<<< HEAD - def export_axo(self, filepath, datakey, lists_to_save, save_piezo, save_command): -======= + def export_axo(self, filepath, datakey, subsets_to_save, save_piezo, save_command): ->>>>>>> subsets + """Export data to an axograph file. Argument: @@ -574,11 +518,9 @@ def export_axo(self, filepath, datakey, subsets_to_save, save_piezo, save_comman save_command - if true command voltage data will be exported""" debug_logger.debug( f"export_axo:\n" -<<<<<<< HEAD - f"saving the lists: {lists_to_save}\n" -======= + f"saving the subsets: {subsets_to_save}\n" ->>>>>>> subsets + f"of series {datakey}\n" f"save piezo: {save_piezo}; save command: {save_command}\n" f"saving to destination: {filepath}" @@ -597,11 +539,8 @@ def export_axo(self, filepath, datakey, subsets_to_save, save_piezo, save_comman data_list = [self.episode().time] # get the episodes we want to save -<<<<<<< HEAD - episodes = self.select_episodes(datakey, lists_to_save) -======= + episodes = self.select_episodes(datakey, subsets_to_save) ->>>>>>> subsets for episode in episodes: data_list.append(np.array(episode.trace)) @@ -616,11 +555,8 @@ def export_axo(self, filepath, datakey, subsets_to_save, save_piezo, save_comman file.write(filepath) def create_first_activation_table( -<<<<<<< HEAD - self, datakey=None, time_unit="ms", lists_to_save=None, trace_unit="pA" -======= + self, datakey=None, time_unit="ms", subsets_to_save=None, trace_unit="pA" ->>>>>>> subsets ): if datakey is None: datakey = self.current_datakey @@ -634,11 +570,9 @@ def create_first_activation_table( episode.first_activation_amplitude * CURRENT_UNIT_FACTORS[trace_unit], ) -<<<<<<< HEAD - for episode in self.select_episodes(datakey, lists_to_save) -======= + for episode in self.select_episodes(datakey, subsets_to_save) ->>>>>>> subsets + ] ) return export_array.astype(object) @@ -648,20 +582,16 @@ def export_first_activation( filepath, datakey=None, time_unit="ms", -<<<<<<< HEAD - lists_to_save=None, -======= + subsets_to_save=None, ->>>>>>> subsets + trace_unit="pA", ): """Export csv file of first activation times.""" export_array = self.create_first_activation_table( -<<<<<<< HEAD - datakey, time_unit, lists_to_save, trace_unit -======= + datakey, time_unit, subsets_to_save, trace_unit ->>>>>>> subsets + ) header = [ "Episode Number", diff --git a/src/utils/tools.py b/src/utils/tools.py index a8753a0..f741855 100644 --- a/src/utils/tools.py +++ b/src/utils/tools.py @@ -1,8 +1,3 @@ - - -###import os - - import numpy as np from ..constants import PRECISIONS From 34f6a49da3b206aed4eae1911589f3cbc80c89ca Mon Sep 17 00:00:00 2001 From: aplested Date: Tue, 23 Jan 2024 15:34:21 +0100 Subject: [PATCH 10/12] comma added --- src/gui/first_activation_frame.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/gui/first_activation_frame.py b/src/gui/first_activation_frame.py index ec16e91..d52cf36 100644 --- a/src/gui/first_activation_frame.py +++ b/src/gui/first_activation_frame.py @@ -5,7 +5,7 @@ from PySide2 import QtCore from PySide2.QtWidgets import ( QLabel, - QComboBox + QComboBox, QWidget, #added by subsets revision QVBoxLayout, #added by subsets revision QHBoxLayout, #added by subsets revision From 07741dcaeeef61c4b227f4e7f0fcae2e1182d154 Mon Sep 17 00:00:00 2001 From: aplested Date: Thu, 25 Jan 2024 18:20:51 +0100 Subject: [PATCH 11/12] Tidying up, adding Ece suggestions. --- src/core/recording.py | 2 +- src/core/savedata.py | 11 ++--- src/gui/analysis_widgets.py | 39 ++++++--------- src/gui/episode_frame.py | 97 ++++++------------------------------- src/gui/mainwindow.py | 11 ++--- 5 files changed, 39 insertions(+), 121 deletions(-) diff --git a/src/core/recording.py b/src/core/recording.py index 139552e..709b0ea 100644 --- a/src/core/recording.py +++ b/src/core/recording.py @@ -123,7 +123,7 @@ def episodes_in_subsets(self, subset_names): indices.extend(self.subsets[subsetname][0]) # remove duplicate indices indices = np.array(list(set(indices))) - print (indices) + #print (indices) debug_logger.debug(f"Selected episodes: {indices}") if indices != []: return np.array(self.series)[indices] diff --git a/src/core/savedata.py b/src/core/savedata.py index 1c04068..865f467 100644 --- a/src/core/savedata.py +++ b/src/core/savedata.py @@ -1,11 +1,9 @@ from scipy import io import os import json -<<<<<<< HEAD -======= import pickle from ..utils.tools import parse_filename ->>>>>>> subsets + def save_metadata(data, filename): @@ -101,13 +99,10 @@ def save_data(data, filename="", filetype="mat", save_piezo=True, save_command=T save_piezo=save_piezo, save_command=save_command, ) -<<<<<<< HEAD + # elif filetype == "pkl": # return_status = save_pickle(data=data, filepath=filepath) -======= - elif filetype == "pkl": - return_status = save_pickle(data=data, filepath=filepath) ->>>>>>> subsets + else: print('Can only save as ".mat"!') diff --git a/src/gui/analysis_widgets.py b/src/gui/analysis_widgets.py index 3eb8255..86584f1 100644 --- a/src/gui/analysis_widgets.py +++ b/src/gui/analysis_widgets.py @@ -5,30 +5,25 @@ from PySide2 import QtCore from PySide2.QtWidgets import ( QApplication, -<<<<<<< HEAD - QFileDialog, - QDialog, -======= + QSizePolicy, QComboBox, QFileDialog, QDialog, QTableView, ->>>>>>> subsets + QGridLayout, QTabWidget, QWidget, QVBoxLayout, -<<<<<<< HEAD -======= QHBoxLayout, ->>>>>>> subsets + QCheckBox, QLineEdit, QToolButton, QTabBar, QPushButton, - QLabel, + QLabel ) from .io_widgets import ExportIdealizationDialog @@ -66,13 +61,11 @@ def create_widgets(self): self.calc_button = QPushButton("Calculate idealization") self.calc_button.clicked.connect(self.calculate_click) self.layout.addWidget(self.calc_button) -<<<<<<< HEAD -======= self.calc_subset_button = QPushButton("Calculate idealization for subset") self.calc_subset_button.clicked.connect(self.calculate_subset_click) self.layout.addWidget(self.calc_subset_button) ->>>>>>> subsets + self.events_button = QPushButton("Show Table of Events") self.events_button.clicked.connect(self.create_event_frame) @@ -151,21 +144,21 @@ def idealization(self, n_episode=None): def time(self, n_episode=None): return self.current_tab.idealization_cache.time(n_episode) -<<<<<<< HEAD -======= def calculate_subset_click(self): self.get_params() ### ask which subsets are checked selected_subsets,_ = self.main.ep_frame.subset_frame.subsets_check() - episodes = self.main.data.episodes_in_subsets(selected_subsets) - for ep in episodes: - print (f"Idealizing episode {ep.n_episode}") - self.main.data.current_ep_ind = ep.n_episode - self.idealize_episode() - self.main.plot_frame.update_episode() - - ->>>>>>> subsets + if selected_subsets: + episodes = self.main.data.episodes_in_subsets(selected_subsets) + for ep in episodes: + print (f"Idealizing episode {ep.n_episode}") + self.main.data.current_ep_ind = ep.n_episode + self.idealize_episode() + self.main.plot_frame.update_episode() + + else: + print (f"No subsets were selected, nothing to do.") + def calculate_click(self): self.get_params() self.idealize_episode() diff --git a/src/gui/episode_frame.py b/src/gui/episode_frame.py index 9e6e591..3d04993 100644 --- a/src/gui/episode_frame.py +++ b/src/gui/episode_frame.py @@ -36,17 +36,13 @@ def __init__(self, main, *args, **kwargs): self.keyPressed.connect(self.key_pressed) def create_widgets(self): -<<<<<<< HEAD - self.list_frame = ListFrame(self) - self.layout.addWidget(self.list_frame) -======= self.subset_frame = SubsetFrame(self) self.layout.addWidget(self.subset_frame) ### this box selects which series (according to processing) ->>>>>>> subsets + self.series_selection = QComboBox() self.series_selection.setDuplicatesEnabled(False) self.series_selection.addItems(list(self.main.data.keys())) @@ -91,29 +87,16 @@ def keyPressEvent(self, event): self.keyPressed.emit(event.text()) def key_pressed(self, key): -<<<<<<< HEAD - assigned_keys = [x[1] for x in self.main.data.lists.values()] - if key in assigned_keys: - for l in self.list_frame.lists: -======= + assigned_keys = [x[1] for x in self.main.data.subsets.values()] if key in assigned_keys: for l in self.subset_frame.subsets: ->>>>>>> subsets + if f"[{key}]" in l.text(): name = l.text().split()[0] for item in self.ep_list.selectedItems(): index = self.ep_list.row(item) -<<<<<<< HEAD - self.list_frame.add_to_list(name, key, index) - -class ListFrame(QWidget): - keyPressed = QtCore.Signal(str) - - def __init__(self, parent, *args, **kwargs): - super(ListFrame, self).__init__(*args, **kwargs) -======= self.subset_frame.add_to_subset(name, key, index) @@ -122,39 +105,11 @@ class SubsetFrame(QWidget): def __init__(self, parent, *args, **kwargs): super(SubsetFrame, self).__init__(*args, **kwargs) ->>>>>>> subsets + self.parent = parent self.layout = QVBoxLayout() self.setLayout(self.layout) -<<<<<<< HEAD - self.lists = [] - self.new_list("All") - - self.new_button = QPushButton("New List") - self.new_button.clicked.connect(self.create_dialog) - self.layout.addWidget(self.new_button) - - def new_list(self, name, key=None): - label = f"{name} [{key}]" if key is not None else name - check_box = QCheckBox(label) - check_box.setChecked(True) - self.lists.append(check_box) - self.layout.insertWidget(0, check_box) - self.parent.main.data.lists[name] = ([], key) - debug_logger.debug( - f"added list '{name}' with key '{key}'\n" - "lists are now:\n" - f"{self.parent.main.data.lists}" - ) - - def add_to_list(self, name, key, index): - if index not in self.parent.main.data.lists[name][0]: - self.parent.main.data.lists[name][0].append(index) - assigned_keys = [ - x[1] - for x in self.parent.main.data.lists.values() -======= self.subsets = [] self.new_subset("All", checked_state=True) @@ -206,7 +161,7 @@ def add_to_subset(self, name, key, index): assigned_keys = [ x[1] for x in self.parent.main.data.subsets.values() ->>>>>>> subsets + if index in x[0] and x[1] is not None ] n = f"Episode {self.parent.main.data.series[index].n_episode} " @@ -218,25 +173,16 @@ def add_to_subset(self, name, key, index): n += s.rjust(20 - len(n), " ") self.parent.ep_list.item(index).setText(n) ana_logger.debug( -<<<<<<< HEAD - f"added episode {self.parent.main.data.series[index].n_episode} to list {name}" - ) - else: - self.parent.main.data.lists[name][0].remove(index) - n = self.parent.ep_list.item(index).text() - assigned_keys = [ - x[1] - for x in self.parent.main.data.lists.values() -======= + f"added episode {self.parent.main.data.series[index].n_episode} to subset {name}" ) else: self.parent.main.data.subsets[name][0].remove(index) - n = self.parent.ep_list.item(index).text() + #n = self.parent.ep_list.item(index).text() as Ece said, this is overwritten immediately below without being used. assigned_keys = [ x[1] for x in self.parent.main.data.subsets.values() ->>>>>>> subsets + if index in x[0] and x[1] is not None ] assigned_keys.sort() @@ -248,20 +194,16 @@ def add_to_subset(self, name, key, index): n += s.rjust(20 - len(n), " ") self.parent.ep_list.item(index).setText(n) ana_logger.debug( -<<<<<<< HEAD - f"removed episode {self.parent.main.data.series[index].n_episode} from list {name}" -======= + f"removed episode {self.parent.main.data.series[index].n_episode} from subset {name}" ->>>>>>> subsets + ) def create_dialog(self): self.dialog = QDialog() -<<<<<<< HEAD - self.dialog.setWindowTitle("Add List") -======= + self.dialog.setWindowTitle("Add subset") ->>>>>>> subsets + layout = QGridLayout() self.dialog.setLayout(layout) @@ -283,11 +225,9 @@ def create_dialog(self): self.dialog.exec_() def ok_clicked(self): -<<<<<<< HEAD - self.new_list(self.name_entry.text(), self.key_entry.text()) -======= + self.new_subset(self.name_entry.text(), self.key_entry.text()) ->>>>>>> subsets + self.dialog.close() def keyPressEvent(self, event): @@ -322,12 +262,7 @@ def populate(self): self.currentItemChanged.disconnect(self.on_item_click) self.clear() if self.parent.main.data is not None: -<<<<<<< HEAD - debug_logger.debug("inserting data") - self.addItems( - [f"Episode {e.n_episode}" for e in self.parent.main.data.series] - ) -======= + selected_subsets,_ = self.parent.subset_frame.subsets_check() episodes = self.parent.main.data.episodes_in_subsets(selected_subsets) if episodes is not None: @@ -335,7 +270,7 @@ def populate(self): self.addItems( [f"Episode {e.n_episode}" for e in episodes] ) ->>>>>>> subsets + self.setCurrentRow(0) self.currentItemChanged.connect( self.on_item_click, type=QtCore.Qt.DirectConnection diff --git a/src/gui/mainwindow.py b/src/gui/mainwindow.py index 74629d5..50938b1 100644 --- a/src/gui/mainwindow.py +++ b/src/gui/mainwindow.py @@ -1,13 +1,10 @@ import logging import os -<<<<<<< HEAD -from PySide2.QtWidgets import ( -======= + from PySide2.QtCore import Qt from PySide2.QtWidgets import ( QDockWidget, ->>>>>>> subsets QGridLayout, QWidget, QMainWindow, @@ -16,11 +13,9 @@ QSizePolicy, ) +# removed ExportFADialog here, not sure if that's OK from ..gui import ( -<<<<<<< HEAD -======= - ExportFADialog, ->>>>>>> subsets + ExportDialog, OpenFileDialog, FilterFrame, From e36021cd042b18694db65882a9a4d06a78c064ca Mon Sep 17 00:00:00 2001 From: Andrew Plested Date: Thu, 25 Jan 2024 18:44:46 +0100 Subject: [PATCH 12/12] Update requirements.txt older python version needed to compile Axographio --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index b017348..0af2488 100644 --- a/requirements.txt +++ b/requirements.txt @@ -5,3 +5,4 @@ pandas==1.5.* scipy==1.10.* axographio==0.3.2 pyobjc-framework-Cocoa==6.2.2;sys_platform=='Darwin' +cython<=0.29

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