How to import all submodules?
I have a directory structure as follows:
| main.py
| scripts
|--| __init__.py
| script1.py
| script2.py
| script3.py
From main.py
, the module scripts
is imported. I tried using pkgutils.walk_packages
in combination with __all__
, but using that, I can only import all the submodules directly under main
using from scripts import *
. I would like to get them all under scripts
. What would be the cleanest way to import all the submodules of scripts
so that I could access scripts.script1
from main
?
EDIT: I am sorry that I was a bit vague. I would like to import the submodules on run-time without specifying them explicitly in __init__.py
. I can use pkgutils.walk_packages
to get the submodule names (unless someone knows of a better way), but I am not sure of the cleanest way to use these names (or maybe the ImpImporters that walk_packages
returns?) to import them.
Solution 1:
Edit: Here's one way to recursively import everything at runtime...
(Contents of __init__.py
in top package directory)
import pkgutil
__all__ = []
for loader, module_name, is_pkg in pkgutil.walk_packages(__path__):
__all__.append(module_name)
_module = loader.find_module(module_name).load_module(module_name)
globals()[module_name] = _module
I'm not using __import__(__path__+'.'+module_name)
here, as it's difficult to properly recursively import packages using it. If you don't have nested sub-packages, and wanted to avoid using globals()[module_name]
, though, it's one way to do it.
There's probably a better way, but this is the best I can do, anyway.
Original Answer (For context, ignore othwerwise. I misunderstood the question initially):
What does your scripts/__init__.py
look like? It should be something like:
import script1
import script2
import script3
__all__ = ['script1', 'script2', 'script3']
You could even do without defining __all__
, but things (pydoc, if nothing else) will work more cleanly if you define it, even if it's just a list of what you imported.
Solution 2:
This is based on the answer that kolypto provided, but his answer does not perform recursive import of packages, whereas this does. Although not required by the main question, I believe recursive import applies and can be very useful in many similar situations. I, for one, found this question when searching on the topic.
This is a nice, clean way of performing the import of the subpackage's modules, and should be portable as well, and it uses the standard lib for python 2.7+ / 3.x.
import importlib
import pkgutil
def import_submodules(package, recursive=True):
""" Import all submodules of a module, recursively, including subpackages
:param package: package (name or actual module)
:type package: str | module
:rtype: dict[str, types.ModuleType]
"""
if isinstance(package, str):
package = importlib.import_module(package)
results = {}
for loader, name, is_pkg in pkgutil.walk_packages(package.__path__):
full_name = package.__name__ + '.' + name
results[full_name] = importlib.import_module(full_name)
if recursive and is_pkg:
results.update(import_submodules(full_name))
return results
Usage:
# from main.py, as per the OP's project structure
import scripts
import_submodules(scripts)
# Alternatively, from scripts.__init__.py
import_submodules(__name__)
Solution 3:
Simply works, and allows relative import inside packages:
def import_submodules(package_name):
""" Import all submodules of a module, recursively
:param package_name: Package name
:type package_name: str
:rtype: dict[types.ModuleType]
"""
package = sys.modules[package_name]
return {
name: importlib.import_module(package_name + '.' + name)
for loader, name, is_pkg in pkgutil.walk_packages(package.__path__)
}
Usage:
__all__ = import_submodules(__name__).keys()
Solution 4:
Not nearly as clean as I would like, but none of the cleaner methods worked for me. This achieves the specified behaviour:
Directory structure:
| pkg
|--| __init__.py
| main.py
| scripts
|--| __init__.py
| script1.py
| script2.py
| script3.py
Where pkg/scripts/__init__.py
is empty, and pkg/__init__.py
contains:
import importlib as _importlib
import pkgutil as _pkgutil
__all__ = [_mod[1].split(".")[-1] for _mod in
filter(lambda _mod: _mod[1].count(".") == 1 and not
_mod[2] and __name__ in _mod[1],
[_mod for _mod in _pkgutil.walk_packages("." + __name__)])]
__sub_mods__ = [".".join(_mod[1].split(".")[1:]) for _mod in
filter(lambda _mod: _mod[1].count(".") > 1 and not
_mod[2] and __name__ in _mod[1],
[_mod for _mod in
_pkgutil.walk_packages("." + __name__)])]
from . import *
for _module in __sub_mods__:
_importlib.import_module("." + _module, package=__name__)
Although it's messy, it should be portable. I've used this code for several different packages.
Solution 5:
I got tired of this problem myself, so I wrote a package called automodinit to fix it. You can get it from http://pypi.python.org/pypi/automodinit/. Usage is like this:
- Include the automodinit package into your
setup.py
dependencies. - Add the following to the beginning of the
__init__.py
file:
__all__ = ["I will get rewritten"]
# Don't modify the line above, or this line!
import automodinit
automodinit.automodinit(__name__, __file__, globals())
del automodinit
# Anything else you want can go after here, it won't get modified.
That's it! From now on importing a module will set __all__
to
a list of .py[co] files in the module and will also import each
of those files as though you had typed:
for x in __all__: import x
Therefore the effect of from M import *
matches exactly import M
.
automodinit is happy running from inside ZIP archives and is therefore ZIP safe.