How to Implement QThreads in PyQt for Responsive GUI Applications?

Proper Implementation of QThreads in PyQt

In PyQt Gui applications, separating lengthy operations into separate threads is often desirable to maintain GUI responsiveness. However, re-implementing the run method is discouraged as per the reference mentioned in the question.

To demonstrate the correct approach in Python, consider the following example that utilizes signals and slots for communication between the GUI and worker thread:

1. Create a Worker Thread: Initialize a worker object and move it to a separate thread to be started.
2. Connect Signals and Slots: Establish signal and slot connections between the worker and GUI objects for status updates.
3. Start Worker Thread: When the "Start" button is clicked, the GUI signals the worker thread to initiate calculations.
4. Cancel Worker Thread: If needed, the "Cancel" button forcibly terminates the worker thread and creates a new one.

Here is the code implementation:

<code class="python">from PyQt4 import QtGui, QtCore
import sys
import random

class Example(QtCore.QObject):

    signalStatus = QtCore.pyqtSignal(str)

    def __init__(self, parent=None):
        super(self.__class__, self).__init__(parent)

        self.gui = Window()
        self.createWorkerThread()
        self._connectSignals()

        self.gui.show()

    def _connectSignals(self):
        self.gui.button_cancel.clicked.connect(self.forceWorkerReset)
        self.signalStatus.connect(self.gui.updateStatus)
        self.parent().aboutToQuit.connect(self.forceWorkerQuit)

    def createWorkerThread(self):
        self.worker = WorkerObject()
        self.worker_thread = QtCore.QThread()
        self.worker.moveToThread(self.worker_thread)
        self.worker_thread.start()

        self.worker.signalStatus.connect(self.gui.updateStatus)
        self.gui.button_start.clicked.connect(self.worker.startWork)

    def forceWorkerReset(self):
        if self.worker_thread.isRunning():
            print('Terminating thread.')
            self.worker_thread.terminate()

            print('Waiting for thread termination.')
            self.worker_thread.wait()

            self.signalStatus.emit('Idle.')

            print('building new working object.')
            self.createWorkerThread()

    def forceWorkerQuit(self):
        if self.worker_thread.isRunning():
            self.worker_thread.terminate()
            self.worker_thread.wait()

class WorkerObject(QtCore.QObject):

    signalStatus = QtCore.pyqtSignal(str)

    def __init__(self, parent=None):
        super(self.__class__, self).__init__(parent)

    @QtCore.pyqtSlot()
    def startWork(self):
        for ii in range(7):
            number = random.randint(0, 5000**ii)
            self.signalStatus.emit('Iteration: {}, Factoring: {}'.format(ii, number))
            factors = self.primeFactors(number)
            print('Number: ', number, 'Factors: ', factors)
        self.signalStatus.emit('Idle.')

    def primeFactors(self, n):
        i = 2
        factors = []
        while i * i  1:
            factors.append(n)
        return factors

class Window(QtGui.QWidget):

    def __init__(self):
        QtGui.QWidget.__init__(self)
        self.button_start = QtGui.QPushButton('Start', self)
        self.button_cancel = QtGui.QPushButton('Cancel', self)
        self.label_status = QtGui.QLabel('', self)

        layout = QtGui.QVBoxLayout(self)
        layout.addWidget(self.button_start)
        layout.addWidget(self.button_cancel)
        layout.addWidget(self.label_status)

        self.setFixedSize(400, 200)

    @QtCore.pyqtSlot(str)
    def updateStatus(self, status):
        self.label_status.setText(status)


if __name__ == '__main__':
    app = QtGui.QApplication(sys.argv)
    example = Example(app)
    sys.exit(app.exec_())</code>

By adhering to this approach, you can effectively utilize QThreads in PyQt applications, ensuring that the GUI remains responsive even during lengthy operations.

The above is the detailed content of How to Implement QThreads in PyQt for Responsive GUI Applications?. For more information, please follow other related articles on the PHP Chinese website!