python qt5应用程序中线程的正确模式是什么？

Question

我正在尝试编写一个运行时间很长但不是 CPU 密集型进程的 pyqt5 应用程序。我希望能够在不挂起 UI 的情况下运行它，所以我正在尝试使用线程，但是因为我似乎不能只运行一个线程并在它通过它的代码后让它停止，这样它可以再次运行，我已经尝试设置线程等待变量在运行前更改。

我知道这不是在 pyqt 应用程序中运行长进程的正确模式。

import time
import threading
from PyQt5 import QtWidgets, uic


class MyApp(QtWidgets.QMainWindow):
    _run_thread = False

    def __init__(self):
        QtWidgets.QMainWindow.__init__(self)
        self.ui = uic.loadUi('myapp.ui', self)

        self.ui.start_thread_button.clicked.connect(self._run_thread_function)

        self._thread = threading.Thread(target=self._run_thread_callback)
        self._thread.daemon = True
        self._thread.start()

        self.ui.show()

    def _run_thread_callback(self):
        while True:
            if self._run_thread:
                print("running thread code...")
                time.sleep(10)
                print("thread code finished")
                self._run_thread = False

    def _run_thread_function(self):
        print("starting thread...")
        self._run_thread = True


def main():
    app = QtWidgets.QApplication(sys.argv)
    MyApp()
    sys.exit(app.exec_())

if __name__ == '__main__':
    main()

Answer 1

下面是一个简单的演示，展示了如何启动和停止工作线程，以及如何安全地与 gui 线程通信。

import sys
from PyQt5 import QtCore, QtWidgets

class Worker(QtCore.QThread):
    dataSent = QtCore.pyqtSignal(dict)

    def __init__(self, parent=None):
        super(Worker, self).__init__(parent)
        self._stopped = True
        self._mutex = QtCore.QMutex()

    def stop(self):
        self._mutex.lock()
        self._stopped = True
        self._mutex.unlock()

    def run(self):
        self._stopped = False
        for count in range(10):
            if self._stopped:
                break
            self.sleep(1)
            data = {
                'message':'running %d [%d]' % (
                    count, QtCore.QThread.currentThreadId()),
                'time': QtCore.QTime.currentTime(),
                'items': [1, 2, 3],
                }
            self.dataSent.emit(data)

class Window(QtWidgets.QWidget):
    def __init__(self):
        super(Window, self).__init__()
        self.edit = QtWidgets.QPlainTextEdit()
        self.edit.setReadOnly(True)
        self.button = QtWidgets.QPushButton('Start')
        self.button.clicked.connect(self.handleButton)
        layout = QtWidgets.QVBoxLayout(self)
        layout.addWidget(self.edit)
        layout.addWidget(self.button)
        self._worker = Worker()
        self._worker.started.connect(self.handleThreadStarted)
        self._worker.finished.connect(self.handleThreadFinished)
        self._worker.dataSent.connect(self.handleDataSent)

    def handleThreadStarted(self):
        self.edit.clear()
        self.button.setText('Stop')
        self.edit.appendPlainText('started')

    def handleThreadFinished(self):
        self.button.setText('Start')
        self.edit.appendPlainText('stopped')

    def handleDataSent(self, data):
        self.edit.appendPlainText('message [%d]' %
            QtCore.QThread.currentThreadId())
        self.edit.appendPlainText(data['message'])
        self.edit.appendPlainText(data['time'].toString())
        self.edit.appendPlainText(repr(data['items']))

    def handleButton(self):
        if self._worker.isRunning():
            self._worker.stop()
        else:
            self._worker.start()

if __name__ == '__main__':

    app = QtWidgets.QApplication(sys.argv)
    window = Window()
    window.setGeometry(500, 100, 400, 400)
    window.show()
    sys.exit(app.exec_())