I would like to have some callback run whenever a particular module is imported. For example (using a fake @imp.when_imported
function that does not really exist):
@imp.when_imported('numpy')
def set_linewidth(numpy):
import shutil
numpy.set_printoptions(linewidth=shutil.get_terminal_size()[0])
This feature was designed in PEP 369: Post import hooks but was withdrawn with the reason:
This PEP has been withdrawn by its author, as much of the detailed design is no longer valid following the migration to importlib in Python 3.3.
But importlib has no clear solution. How does one use importlib
to implement a post-import hook?
I would be shocked to find out that this is the best way to do this ... However, since early python2.x versions, monkey patching __import__
has been supported. We can take advantage of that here:
try:
import builtins # python3.x
except ImportError:
import __builtin__ as builtins # python2.x
import sys
import collections
_builtin_import = builtins.__import__
def _my_import(name, globals=None, locals=None, fromlist=(), level=0):
already_imported = name in sys.modules
mod = _builtin_import(
name,
globals=globals,
locals=locals,
fromlist=fromlist,
level=level)
if not already_imported and name in _post_import_hooks:
for hook in _post_import_hooks[name]:
hook()
return mod
builtins.__import__ = _my_import
_post_import_hooks = collections.defaultdict(list)
def on_import(name):
def decorator(func):
_post_import_hooks[name].append(func)
return func
return decorator
@on_import('numpy')
def print_hi():
print('Hello Numpy')
print('before numpy')
import numpy
print('after numpy')
This answer makes a super simple registry for registering callbacks. The decorator just registers the function and then returns it. It doesn't do any fancy checking (for whether the module is already loaded, for example), but could easily be extended to do that.
Obviously the downside is if some other module decides to monkey patch __import__
, then you're out of luck -- Either this module or the other one is likely to end up broken.
I've tested this and it seems to work on both python2.x and python3.x.
The wrapt
module provides an implementation of this.
Watch this video about wrapt
, including this feature:
Don't think the documentation for wrapt
mentions it yet.
Some of the blogs posts at end of:
talk about it though.
There is a companion module for wrapt
called autowrapt
which allows you to do monkey patching using this mechanism without needing to change the application code itself to trigger it.
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