Integrating with GUI event loops¶
When the user types
%gui qt, IPython integrates itself with the Qt event
loop, so you can use both a GUI and an interactive prompt together. IPython
supports a number of common GUI toolkits, but from IPython 3.0, it is possible
to integrate other event loops without modifying IPython itself.
Terminal IPython handles event loops very differently from the IPython kernel, so different steps are needed to integrate with each.
Event loops in the terminal¶
Changed in version 5.0: There is a new API for event loop integration using prompt_toolkit.
In the terminal, IPython uses prompt_toolkit to prompt the user for input. prompt_toolkit provides hooks to integrate with an external event loop.
To integrate an event loop, define a function which runs the GUI event loop until there is input waiting for prompt_toolkit to process. There are two ways to detect this condition:
# Polling for input. def inputhook(context): while not context.input_is_ready(): # Replace this with the appropriate call for the event loop: iterate_loop_once() # Using a file descriptor to notify the event loop to stop. def inputhook2(context): fd = context.fileno() # Replace the functions below with those for the event loop. add_file_reader(fd, callback=stop_the_loop) run_the_loop()
Once you have defined this function, register it with IPython:
Register the function inputhook as the event loop integration for the GUI name. If
name='foo', then the user can enable this integration by running
Event loops in the kernel¶
The kernel runs its own event loop, so it’s simpler to integrate with others.
IPython allows the other event loop to take control, but it must call
To integrate with this, write a function that takes a single argument,
the IPython kernel instance, arranges for your event loop to call
kernel.do_one_iteration() at least every
and starts the event loop.
Decorate this function with
passing in the names you wish to register it for. Here is a slightly simplified
version of the Tkinter integration already included in IPython:
@register_integration('tk') def loop_tk(kernel): """Start a kernel with the Tk event loop.""" from tkinter import Tk # Tk uses milliseconds poll_interval = int(1000*kernel._poll_interval) # For Tkinter, we create a Tk object and call its withdraw method. class Timer(object): def __init__(self, func): self.app = Tk() self.app.withdraw() self.func = func def on_timer(self): self.func() self.app.after(poll_interval, self.on_timer) def start(self): self.on_timer() # Call it once to get things going. self.app.mainloop() kernel.timer = Timer(kernel.do_one_iteration) kernel.timer.start()
Some event loops can go one better, and integrate checking for messages on the
kernel’s ZMQ sockets, making the kernel more responsive than plain polling. How
to do this is outside the scope of this document; if you are interested, look at
the integration with Qt in