async_gui
is a library aimed to make use of threads in GUI applications simpler.
It's inspired by PyCon talk
Using futures for async GUI programming in Python 3.3
and tornado @gen.engine
implementation.
Most of GUI toolkits don't allow you to access graphical elements from non-GUI thread.
Python 3.2+ has nice new feature concurrent.futures
, but we can't just
wait for result from future and callbacks are not very handy.
Combination of Coroutines via Enhanced Generators (PEP-342)
and futures
creates a rich and easy to use asynchronous programming model
which can be used for creating highly responsive GUI applications.
Demo of button click handler:
@engine.asynchronous
def on_button_click(self, *args):
self.status_label.setText("Downloading image...")
# Run single task in separate thread
image_data = yield Task(self.load_url,
"http://www.google.com/images/srpr/logo4w.png")
pixmap = QtGui.QPixmap.fromImage(QtGui.QImage.fromData(image_data))
self.image_label.setPixmap(pixmap)
self.status_label.setText("Downloading pages...")
urls = ['http://www.google.com',
'http://www.yandex.ru',
'http://www.python.org']
# Run multiple task simultaneously in thread pool
pages = yield [Task(self.load_url, url) for url in urls]
self.status_label.setText("Done")
avg_size = sum(map(len, pages)) / len(pages)
self.result_label.setText("Average page size: %s" % avg_size)
Tasks yielded from on_button_click()
executed in thread pool, but
GUI updates done in the GUI thread.
For CPU-bound applications there is also ability to run tasks in pool of
processes.
See full example in examples directory.
- Python 2.7+ (futures required), Python 3+ support
- PyQt4/PySide, Tk, Wx, Gtk GUI toolkits support. Easy to add another
- Can execute tasks in Thread, Process, Greenlet (gevent required)
- Possibility to run multiple tasks at the same time
- Straightforward exception handling
- Full test coverage
Using pip:
$ pip install async_gui
Or download, unpack and:
$ python setup.py install
To run tests use:
$ python setup.py test
- Documentation at readthedocs.org
- Source code and issue tracking at GitHub.