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Home/ Questions/Q 8249497
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Editorial Team
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Editorial Team
Asked: June 7, 20262026-06-07T23:33:49+00:00 2026-06-07T23:33:49+00:00

I’d like to embed an IPython qt console widget in a PyQt application I

  • 0

I’d like to embed an IPython qt console widget in a PyQt application I am working on. The code provided below (and adapted from https://stackoverflow.com/a/9796491/1332492) Accomplishes this for IPython v0.12. However, this crashes in IPython v0.13 at the line self.heartbeat.start() with RuntimeError: threads can only be started once. Commenting out this line brings up the widget, but doesn’t respond to user input.

Does anyone know how to achieve the equivalent functionality for IPython v0.13?

"""
Adapted from
https://stackoverflow.com/a/9796491/1332492
"""
import os
import atexit

from IPython.zmq.ipkernel import IPKernelApp
from IPython.lib.kernel import find_connection_file
from IPython.frontend.qt.kernelmanager import QtKernelManager
from IPython.frontend.qt.console.rich_ipython_widget import RichIPythonWidget
from IPython.config.application import catch_config_error
from PyQt4 import QtCore


class IPythonLocalKernelApp(IPKernelApp):
    DEFAULT_INSTANCE_ARGS = ['']

    @catch_config_error
    def initialize(self, argv=None):
        super(IPythonLocalKernelApp, self).initialize(argv)
        self.kernel.eventloop = self.loop_qt4_nonblocking

    def loop_qt4_nonblocking(self, kernel):
        """Non-blocking version of the ipython qt4 kernel loop"""
        kernel.timer = QtCore.QTimer()
        kernel.timer.timeout.connect(kernel.do_one_iteration)
        kernel.timer.start(1000*kernel._poll_interval)

    def start(self, argv=DEFAULT_INSTANCE_ARGS):
        """Starts IPython kernel app
        argv: arguments passed to kernel
        """
        self.initialize(argv)
        self.heartbeat.start()

        if self.poller is not None:
            self.poller.start()

        self.kernel.start()


class IPythonConsoleQtWidget(RichIPythonWidget):
    _connection_file = None

    def __init__(self, *args, **kw):
        RichIPythonWidget.__init__(self, *args, **kw)
        self._existing = True
        self._may_close = False
        self._confirm_exit = False

    def _init_kernel_manager(self):
        km = QtKernelManager(connection_file=self._connection_file, config=self.config)
        km.load_connection_file()
        km.start_channels(hb=self._heartbeat)
        self.kernel_manager = km
        atexit.register(self.kernel_manager.cleanup_connection_file)

    def connect_kernel(self, connection_file, heartbeat=False):
        self._heartbeat = heartbeat
        if os.path.exists(connection_file):
            self._connection_file = connection_file
        else:
            self._connection_file = find_connection_file(connection_file)

        self._init_kernel_manager()


def main(**kwargs):
    kernelapp = IPythonLocalKernelApp.instance()
    kernelapp.start()

    widget = IPythonConsoleQtWidget()
    widget.connect_kernel(connection_file=kernelapp.connection_file)
    widget.show()

    return widget

if __name__ == "__main__":
    from PyQt4.QtGui import QApplication
    app = QApplication([''])
    main()
    app.exec_()

Traceback for v0.13

RuntimeError                              Traceback (most recent call last)
/Users/beaumont/terminal.py in <module>()
     80     from PyQt4.QtGui import QApplication
     81     app = QApplication([''])
---> 82     main()
        global main = <function main at 0x106d0c848>
     83     app.exec_()

/Users/beaumont/terminal.py in main(**kwargs={})
     69 def main(**kwargs):
     70     kernelapp = IPythonLocalKernelApp.instance()
---> 71     kernelapp.start()
        kernelapp.start = <bound method IPythonLocalKernelApp.start of     <__main__.IPythonLocalKernelApp object at 0x106d10590>>
     72 
     73     widget = IPythonConsoleQtWidget()

/Users/beaumont/terminal.py in start(self=<__main__.IPythonLocalKernelApp object>, argv=[''])
     33         """
     34         self.initialize(argv)
---> 35         self.heartbeat.start()
        self.heartbeat.start = <bound method Heartbeat.start of <Heartbeat(Thread-1, started daemon 4458577920)>>
     36 
     37         if self.poller is not None:

/opt/local/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/threading.pyc in start(self=<Heartbeat(Thread-1, started daemon 4458577920)>)
    487             raise RuntimeError("thread.__init__() not called")
    488         if self.__started.is_set():
--> 489             raise RuntimeError("threads can only be started once")
        global RuntimeError = undefined
    490         if __debug__:
    491             self._note("%s.start(): starting thread", self)

RuntimeError: threads can only be started once
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1 Answer

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  1. Editorial Team
    Editorial Team
    2026-06-07T23:33:51+00:00Added an answer on June 7, 2026 at 11:33 pm

    Ok, this code seems to do the trick (i.e. it puts a non-blocking ipython interpreter in a Qt widget, which can be embedded into other widgets). Keywords passed to terminal_widget get added to the namespace of the widget

    import atexit
    
    from IPython.zmq.ipkernel import IPKernelApp
    from IPython.lib.kernel import find_connection_file
    from IPython.frontend.qt.kernelmanager import QtKernelManager
    from IPython.frontend.qt.console.rich_ipython_widget import RichIPythonWidget
    from IPython.utils.traitlets import TraitError
    from PyQt4 import QtGui, QtCore
    
    def event_loop(kernel):
        kernel.timer = QtCore.QTimer()
        kernel.timer.timeout.connect(kernel.do_one_iteration)
        kernel.timer.start(1000*kernel._poll_interval)
    
    def default_kernel_app():
        app = IPKernelApp.instance()
        app.initialize(['python', '--pylab=qt'])
        app.kernel.eventloop = event_loop
        return app
    
    def default_manager(kernel):
        connection_file = find_connection_file(kernel.connection_file)
        manager = QtKernelManager(connection_file=connection_file)
        manager.load_connection_file()
        manager.start_channels()
        atexit.register(manager.cleanup_connection_file)
        return manager
    
    def console_widget(manager):
        try: # Ipython v0.13
            widget = RichIPythonWidget(gui_completion='droplist')
        except TraitError:  # IPython v0.12
            widget = RichIPythonWidget(gui_completion=True)
        widget.kernel_manager = manager
        return widget
    
    def terminal_widget(**kwargs):
        kernel_app = default_kernel_app()
        manager = default_manager(kernel_app)
        widget = console_widget(manager)
    
        #update namespace                                                           
        kernel_app.shell.user_ns.update(kwargs)
    
        kernel_app.start()
        return widget
    
    app = QtGui.QApplication([])
    widget = terminal_widget(testing=123)
    widget.show()
    app.exec_()
    
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