mirror of
https://github.com/Athemis/PyDSF.git
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330 lines
12 KiB
Python
330 lines
12 KiB
Python
# -*- coding: utf-8 -*-
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"""
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Module implementing MainWindow.
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"""
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from PyQt5.QtCore import (pyqtSlot, QObject, pyqtSignal, QThreadPool,
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QRunnable, QCoreApplication)
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from PyQt5.QtWidgets import (QMainWindow, QProgressBar, QDialogButtonBox,
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QFileDialog, QMessageBox, QApplication,
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QTableWidget, QTableWidgetItem)
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from .Ui_mainwindow import Ui_MainWindow
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from .mplwidget import MplWidget
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from pydsf import Experiment, PlotResults
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import os
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VERSION = "1.0"
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_translate = QCoreApplication.translate
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class WorkerSignals(QObject):
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finished = pyqtSignal()
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class Worker(QRunnable):
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finished = pyqtSignal(int)
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def __init__(self, owner):
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super(Worker, self).__init__()
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self.exp = None
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self.owner = owner
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self.signals = WorkerSignals()
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def run(self):
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c_lower = None
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c_upper = None
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cbar_range = None
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signal_threshold = None
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instrument_type = self.owner.comboBox_instrument.currentText()
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if self.owner.groupBox_cutoff.isChecked():
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c_lower = self.owner.doubleSpinBox_lower.value()
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c_upper = self.owner.doubleSpinBox_upper.value()
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if self.owner.groupBox_cbar.isChecked():
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cbar_range = (self.owner.doubleSpinBox_cbar_start,
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self.owner.doubleSpinBox_cbar_end)
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if self.owner.groupBox_signal_threshold.isChecked():
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signal_threshold = self.owner.spinBox_signal_threshold.value()
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items = (self.owner.listWidget_data.item(i)
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for i in range(self.owner.listWidget_data.count()))
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files = []
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for item in items:
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files.append(item.text())
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self.exp = Experiment(exp_type=instrument_type,
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files=files,
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t1=self.owner.doubleSpinBox_tmin.value(),
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t2=self.owner.doubleSpinBox_tmax.value(),
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dt=self.owner.doubleSpinBox_dt.value(),
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cols=12,
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rows=8,
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cutoff_low=c_lower,
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cutoff_high=c_upper,
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signal_threshold=signal_threshold,
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color_range=cbar_range)
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self.exp.analyze()
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self.signals.finished.emit()
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class TaskSignals(QObject):
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finished = pyqtSignal(list)
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class Tasks(QObject):
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def __init__(self):
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super(Tasks, self).__init__()
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self.pool = QThreadPool()
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self.pool.setMaxThreadCount(1)
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self.tasks = []
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self.data = []
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self.signals = TaskSignals()
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def add_task(self, task):
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self.tasks.append(task)
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def get_data(self):
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self.pool.waitForDone()
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return self.data
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def start(self):
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for task in self.tasks:
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self.pool.start(task)
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self.pool.waitForDone()
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for task in self.tasks:
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self.data.append(task.exp)
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self.signals.finished.emit(self.data)
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class MainWindow(QMainWindow, Ui_MainWindow):
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"""
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Class documentation goes here.
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"""
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def __init__(self, parent=None):
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"""
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Constructor
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@param parent reference to the parent widget (QWidget)
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"""
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QMainWindow.__init__(self, parent)
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self.setupUi(self)
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self.progressBar = QProgressBar()
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self.progressBar.setMaximum(0)
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self.progressBar.setMaximum(0)
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self.progressBar.setEnabled(False)
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self.statusBar.addPermanentWidget(self.progressBar)
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self.statusBar.showMessage(_translate("MainWindow",
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"Welcome to PyDSF"))
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self.buttonBox_process.addButton(
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_translate("MainWindow", "&Start Processing"),
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QDialogButtonBox.AcceptRole)
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self.tasks = Tasks()
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self.worker = Worker(self)
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self.outputPath = None
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@pyqtSlot("QAbstractButton*")
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def on_buttonBox_open_reset_clicked(self, button):
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"""
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Slot documentation goes here.
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"""
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if button == self.buttonBox_open_reset.button(QDialogButtonBox.Open):
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filenames = QFileDialog.getOpenFileNames(
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self,
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_translate("MainWindow", "Open data file"), '',
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_translate("MainWindow", "Text files (*.txt *.csv)"))
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self.listWidget_data.addItems(filenames[0])
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if self.listWidget_data.count() > 1:
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self.groupBox_replicates.setChecked(True)
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self.radioButton_rep_files.setEnabled(True)
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elif button == self.buttonBox_open_reset.button(
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QDialogButtonBox.Reset):
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self.listWidget_data.clear()
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@pyqtSlot("QAbstractButton*")
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def on_buttonBox_output_clicked(self, button):
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if button == self.buttonBox_output.button(QDialogButtonBox.Open):
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path = QFileDialog.getExistingDirectory(parent=self, caption=_translate('MainWindow', 'Choose output path'), options=QFileDialog.ShowDirsOnly)
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self.lineEdit_output.setText(path.strip())
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@pyqtSlot("QString")
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def on_comboBox_instrument_currentIndexChanged(self, p0):
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"""
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Slot documentation goes here.
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"""
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if p0 == 'Analytik Jena qTOWER 2.0/2.2':
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self.groupBox_temp.setEnabled(True)
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else:
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self.groupBox_temp.setEnabled(False)
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def generate_plot_tab(self, name):
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tab = MplWidget(parent=self.tabWidget)
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tab.setObjectName(name)
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return tab
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def remove_plate_tabs(self):
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for i in range(self.tabWidget.count()):
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try:
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widget = self.tabWidget.widget(i)
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widget.deleteLater()
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except IndexError:
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pass
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self.tabWidget.clear()
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def generate_plate_tabs(self, plate):
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plotter = PlotResults()
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if plate.id != 'average':
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tab = self.generate_plot_tab("tab_heatmap_{}".format(plate.id))
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title = _translate("MainWindow", "Heatmap #")
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self.tabWidget.addTab(tab, title + str(plate.id))
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plotter.plot_tm_heatmap_single(plate, tab)
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if self.checkBox_saveplots.isChecked():
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tab.canvas.save("{}/heatmap_{}.svg".format(self.outputPath, plate.id))
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tab = self.generate_plot_tab("tab_raw_{}".format(plate.id))
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title = _translate("MainWindow", "Raw Data #")
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self.tabWidget.addTab(tab, title + str(plate.id))
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plotter.plot_raw(plate, tab)
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if self.checkBox_saveplots.isChecked():
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tab.canvas.save("{}/raw_{}.svg".format(self.outputPath, plate.id))
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tab = self.generate_plot_tab("tab_derivative_{}".format(plate.id))
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title = _translate("MainWindow", "Derivatives #")
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self.tabWidget.addTab(tab, title + str(plate.id))
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plotter.plot_derivative(plate, tab)
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if self.checkBox_saveplots.isChecked():
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tab.canvas.save("{}/derivatives_{}.svg".format(self.outputPath, plate.id))
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else:
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tab = self.generate_plot_tab("tab_heatmap_{}".format(plate.id))
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title = _translate("MainWindow", "Heatmap ")
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self.tabWidget.addTab(tab, title + str(plate.id))
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plotter.plot_tm_heatmap_single(plate, tab)
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if self.checkBox_saveplots.isChecked():
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tab.canvas.save("{}/heatmap_{}.svg".format(self.outputPath, plate.id))
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@pyqtSlot()
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def on_buttonBox_process_accepted(self):
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"""
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Slot documentation goes here.
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"""
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if self.listWidget_data.count() < 1:
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QMessageBox.critical(
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self, _translate("MainWindow", "Error"),
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_translate("MainWindow", "No data file loaded!"),
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QMessageBox.Close, QMessageBox.Close)
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return
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if self.groupBox_output.isChecked() and self.lineEdit_output.text().strip() == '':
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QMessageBox.critical(
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self, _translate("MainWindow", "Error"),
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_translate("MainWindow", "No output path set!"),
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QMessageBox.Close, QMessageBox.Close)
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return
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elif self.groupBox_output.isChecked() and self.lineEdit_output.text().strip() != '':
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path = self.lineEdit_output.text().strip()
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if os.path.isdir(path):
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self.outputPath = self.lineEdit_output.text().strip()
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else:
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QMessageBox.critical(
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self, _translate("MainWindow", "Error"),
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_translate("MainWindow", "Output path does not exist!"),
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QMessageBox.Close, QMessageBox.Close)
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if self.spinBox_signal_threshold.value(
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) == 0 and self.groupBox_signal_threshold.isChecked():
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QMessageBox.warning(
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self, _translate("MainWindow", "Warning"),
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_translate(
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"MainWindow",
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"Signal threshold is currently set to zero."),
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QMessageBox.Ok, QMessageBox.Ok)
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self.remove_plate_tabs()
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self.progressBar.setEnabled(True)
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self.statusBar.showMessage(_translate("MainWindow", "Processing..."))
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self.tasks.signals.finished.connect(self.on_processing_finished)
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self.tasks.add_task(self.worker)
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self.tasks.start()
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@pyqtSlot()
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def on_processing_finished(self):
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# For now, only read the first entry
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exp = self.tasks.data[0]
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for i in range(len(self.worker.exp.plates)):
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plate = exp.plates[i]
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self.generate_plate_tabs(plate)
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if exp.avg_plate:
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plate = exp.avg_plate
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self.generate_plate_tabs(plate)
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if self.groupBox_output.isChecked():
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if self.checkBox_savetables.isChecked():
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for plate in exp.plates:
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plate.write_tm_table(
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'{}/plate_{}_tm.csv'.format(self.outputPath, str(plate.id)))
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plate.write_data_table(
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'{}/plate_{}_dI_dT.csv'.format(self.outputPath, str(plate.id)), dataType='derivative')
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plate.write_data_table(
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'{}/plate_{}_filtered_data.csv'.format(self.outputPath,
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str(plate.id)), dataType='filtered')
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plate.write_data_table('{}/plate_{}_raw_data.csv'.format(
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self.outputPath, str(plate.id)))
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if exp.avg_plate:
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exp.avg_plate.write_tm_table(
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'{}/plate_{}_tm_avg.csv'.format(
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self.outputPath, str(self.worker.exp.avg_plate.id)), avg=True)
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self.progressBar.setEnabled(False)
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self.statusBar.showMessage(_translate("MainWindow", "Finished!"))
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@pyqtSlot()
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def on_buttonBox_process_rejected(self):
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"""
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Slot documentation goes here.
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"""
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QApplication.quit()
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pyqtSlot()
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def on_actionQuit_triggered(self):
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"""
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Slot documentation goes here.
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"""
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QApplication.quit()
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@pyqtSlot("bool")
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def on_groupBox_cutoff_toggled(self):
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"""
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Slot documentation goes here.
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"""
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self.doubleSpinBox_upper.setValue(self.doubleSpinBox_tmax.value())
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self.doubleSpinBox_lower.setValue(self.doubleSpinBox_tmin.value())
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@pyqtSlot()
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def on_actionAbout_triggered(self):
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"""
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Slot documentation goes here.
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"""
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# TODO: not implemented yet
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raise NotImplementedError
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@pyqtSlot()
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def on_actionAbout_Qt_triggered(self):
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"""
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Slot documentation goes here.
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"""
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QApplication.aboutQt()
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