如何在一个过程中连续多次启动pyqt GUI？

Question

我如何构建代码以在一个进程中连续多次运行pyqt GUI

（如果相关，请具体说明pyqtgraph）

上下文

在测量设备上执行长时间运行的数据捕获的python脚本（大for循环）。在每次捕获迭代期间，会出现一个新的GUI，并在主捕获代码运行时向用户显示测量设备的实时数据

我想这样做：

for setting in settings:
  measurement_equipment.start(setting)
  gui = LiveDataStreamGUI(measurement_equipment)
  gui.display()
  measurement_equipment.capture_data(300) #may take hours
  gui.close()

主要问题

我希望数据捕获代码成为主线程。然而pyqt似乎不允许这种架构，因为它的app.exec_()是一个阻塞调用，只允许每个进程创建一次GUI（例如，在上面的gui.display()）

Answer 1

应用程序是在一个或多个前台线程上运行的可执行进程，每个前台线程还可以启动后台线程来执行并行操作或操作，而不会阻塞调用线程。应用程序将在所有前台线程结束后终止，因此，在您的情况下，至少需要一个前台线程，该线程是在调用app.exec_()语句时创建的。在GUI应用程序中，这是UI线程，您应该在其中创建并显示主窗口和任何其他UI小部件。当所有窗口小部件关闭时，Qt将自动终止您的应用程序进程

IMHO，您应该尽可能地遵循上面描述的正常流程，工作流可以如下所示：

Start Application > Create main window > Start a background thread for each calculation > Send progress to UI thread > Show results in a window after each calculation is finished > Close all windows > End application

另外，您应该使用ThreadPool来确保资源不会耗尽

下面是一个完整的示例：

import sys
import time
import PyQt5

from PyQt5 import QtCore, QtWidgets
from PyQt5.QtCore import QRunnable, pyqtSignal, QObject
from PyQt5.QtWidgets import QApplication, QMainWindow, QWidget, QDialog


class CaptureDataTaskStatus(QObject):
    progress = pyqtSignal(int, int)  # This signal is used to report progress to the UI thread.
    captureDataFinished = pyqtSignal(dict)  # Assuming your result is a dict, this can be a class, a number, etc..


class CaptureDataTask(QRunnable):
    def __init__(self, num_measurements):
        super().__init__()

        self.num_measurements = num_measurements
        self.status = CaptureDataTaskStatus()

    def run(self):
        for i in range(0, self.num_measurements):
            # Report progress
            self.status.progress.emit(i + 1, self.num_measurements)
            # Make your equipment measurement here
            time.sleep(0.1) # Wait for some time to mimic a long action

        # At the end you will have a result, for example
        result = {'a': 1, 'b': 2, 'c': 3}

        # Send it to the UI thread
        self.status.captureDataFinished.emit(result)


class ResultWindow(QWidget):
    def __init__(self, result):
        super().__init__()

        # Display your result using widgets...
        self.result = result

        # For this example I will just print the dict values to the console
        print('a: {}'.format(result['a']))
        print('b: {}'.format(result['b']))
        print('c: {}'.format(result['c']))


class MainWindow(QMainWindow):
    def __init__(self, *args, **kwargs):
        super(MainWindow, self).__init__(*args, **kwargs)

        self.result_windows = []

        self.thread_pool = QtCore.QThreadPool().globalInstance()

        # Change the following to suit your needs (I just put 1 here so you can see each task opening a window while the others are still running)
        self.thread_pool.setMaxThreadCount(1)

        # You could also start by clicking a button, menu, etc..
        self.start_capturing_data()

    def start_capturing_data(self):
        # Here you start data capture tasks as needed (I just start 3 as an example)
        for setting in range(0, 3):
            capture_data_task = CaptureDataTask(300)
            capture_data_task.status.progress.connect(self.capture_data_progress)
            capture_data_task.status.captureDataFinished.connect(self.capture_data_finished)
            self.thread_pool.globalInstance().start(capture_data_task)


    def capture_data_progress(self, current, total):
        # Update progress bar, label etc... for this example I will just print them to the console
        print('Current: {}'.format(current))
        print('Total: {}'.format(total))

    def capture_data_finished(self, result):
        result_window = ResultWindow(result)
        self.result_windows.append(result_window)
        result_window.show()


class App(QApplication):
    """Main application wrapper, loads and shows the main window"""

    def __init__(self, sys_argv):
        super().__init__(sys_argv)

        self.main_window = MainWindow()
        self.main_window.show()


if __name__ == '__main__':
    app = App(sys.argv)   
    sys.exit(app.exec_())