Could someone provide me with a good way of importing a whole directory of modules?
I have a structure like this:
/Foo
bar.py
spam.py
eggs.py
I tried just converting it to a package by adding __init__.py and doing from Foo import * but it didn’t work the way I had hoped.
Answers:
Thank you for visiting the Q&A section on Magenaut. Please note that all the answers may not help you solve the issue immediately. So please treat them as advisements. If you found the post helpful (or not), leave a comment & I’ll get back to you as soon as possible.
Method 1
List all python (.py) files in the current folder and put them as __all__ variable in __init__.py
from os.path import dirname, basename, isfile, join
import glob
modules = glob.glob(join(dirname(__file__), "*.py"))
__all__ = [ basename(f)[:-3] for f in modules if isfile(f) and not f.endswith('__init__.py')]
Method 2
Add the __all__ Variable to __init__.py containing:
__all__ = ["bar", "spam", "eggs"]
See also http://docs.python.org/tutorial/modules.html
Method 3
Update in 2017: you probably want to use importlib instead.
Make the Foo directory a package by adding an __init__.py. In that __init__.py add:
import bar import eggs import spam
Since you want it dynamic (which may or may not be a good idea), list all py-files with list dir and import them with something like this:
import os
for module in os.listdir(os.path.dirname(__file__)):
if module == '__init__.py' or module[-3:] != '.py':
continue
__import__(module[:-3], locals(), globals())
del module
Then, from your code do this:
import Foo
You can now access the modules with
Foo.bar Foo.eggs Foo.spam
etc. from Foo import * is not a good idea for several reasons, including name clashes and making it hard to analyze the code.
Method 4
Python, include all files under a directory:
For newbies who just can’t get it to work who need their hands held.
-
Make a folder /home/el/foo and make a file
main.pyunder /home/el/foo Put this code in there:from hellokitty import * spam.spamfunc() ham.hamfunc()
-
Make a directory
/home/el/foo/hellokitty -
Make a file
__init__.pyunder/home/el/foo/hellokittyand put this code in there:__all__ = ["spam", "ham"]
-
Make two python files:
spam.pyandham.pyunder/home/el/foo/hellokitty -
Define a function inside spam.py:
def spamfunc(): print("Spammity spam") -
Define a function inside ham.py:
def hamfunc(): print("Upgrade from baloney") -
Run it:
<a href="https://getridbug.com/cdn-cgi/l/email-protection" class="__cf_email__" data-cfemail="1f7a735f7e6f70737370">[email protected]</a>:/home/el/foo$ python main.py spammity spam Upgrade from baloney
Method 5
Expanding on Mihail’s answer, I believe the non-hackish way (as in, not handling the file paths directly) is the following:
- create an empty
__init__.pyfile underFoo/ - Execute
import pkgutil
import sys
def load_all_modules_from_dir(dirname):
for importer, package_name, _ in pkgutil.iter_modules([dirname]):
full_package_name = '%s.%s' % (dirname, package_name)
if full_package_name not in sys.modules:
module = importer.find_module(package_name
).load_module(full_package_name)
print module
load_all_modules_from_dir('Foo')
You’ll get:
<module 'Foo.bar' from '/home/.../Foo/bar.pyc'> <module 'Foo.spam' from '/home/.../Foo/spam.pyc'>
Method 6
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
automodinitpackage into yoursetup.pydependencies. - Replace all __init__.py files like this:
__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.
Niall
Method 7
I know I’m updating a quite old post, and I tried using automodinit, but found out it’s setup process is broken for python3. So, based on Luca’s answer, I came up with a simpler answer – which might not work with .zip – to this issue, so I figured I should share it here:
within the __init__.py module from yourpackage:
#!/usr/bin/env python import os, pkgutil __all__ = list(module for _, module, _ in pkgutil.iter_modules([os.path.dirname(__file__)]))
and within another package below yourpackage:
from yourpackage import *
Then you’ll have all the modules that are placed within the package loaded, and if you write a new module, it’ll be automagically imported as well. Of course, use that kind of things with care, with great powers comes great responsibilities.
Method 8
import pkgutil __path__ = pkgutil.extend_path(__path__, __name__) for imp, module, ispackage in pkgutil.walk_packages(path=__path__, prefix=__name__+'.'): __import__(module)
Method 9
I have also encountered this problem and this was my solution:
import os
def loadImports(path):
files = os.listdir(path)
imps = []
for i in range(len(files)):
name = files[i].split('.')
if len(name) > 1:
if name[1] == 'py' and name[0] != '__init__':
name = name[0]
imps.append(name)
file = open(path+'__init__.py','w')
toWrite = '__all__ = '+str(imps)
file.write(toWrite)
file.close()
This function creates a file (in the provided folder) named __init__.py, which contains an __all__ variable that holds every module in the folder.
For example, I have a folder named Test
which contains:
Foo.py Bar.py
So in the script I want the modules to be imported into I will write:
loadImports('Test/')
from Test import *
This will import everything from Test and the __init__.py file in Test will now contain:
__all__ = ['Foo','Bar']
Method 10
Anurag Uniyal answer with suggested improvements!
#!/usr/bin/python
# -*- encoding: utf-8 -*-
import os
import glob
all_list = list()
for f in glob.glob(os.path.dirname(__file__)+"/*.py"):
if os.path.isfile(f) and not os.path.basename(f).startswith('_'):
all_list.append(os.path.basename(f)[:-3])
__all__ = all_list
Method 11
Using importlib the only thing you’ve got to add is
from importlib import import_module
from pathlib import Path
__all__ = [
import_module(f".{f.stem}", __package__)
for f in Path(__file__).parent.glob("*.py")
if "__" not in f.stem
]
del import_module, Path
Method 12
This is the best way i’ve found so far:
from os.path import dirname, join, isdir, abspath, basename
from glob import glob
pwd = dirname(__file__)
for x in glob(join(pwd, '*.py')):
if not x.startswith('__'):
__import__(basename(x)[:-3], globals(), locals())
Method 13
Anurag’s example with a couple of corrections:
import os, glob
modules = glob.glob(os.path.join(os.path.dirname(__file__), "*.py"))
__all__ = [os.path.basename(f)[:-3] for f in modules if not f.endswith("__init__.py")]
Method 14
When from . import * isn’t good enough, this is an improvement over the answer by ted. Specifically, the use of __all__ is not necessary with this approach.
"""Import all modules that exist in the current directory."""
# Ref https://stackoverflow.com/a/60861023/
from importlib import import_module
from pathlib import Path
for f in Path(__file__).parent.glob("*.py"):
module_name = f.stem
if (not module_name.startswith("_")) and (module_name not in globals()):
import_module(f".{module_name}", __package__)
del f, module_name
del import_module, Path
Note that module_name not in globals() is intended to avoid reimporting the module if it’s already imported, as this can risk cyclic imports.
Method 15
See that your __init__.py defines __all__. The modules – packages doc says
The
__init__.pyfiles are required to make Python treat the directories as containing packages; this is done to prevent directories with a common name, such as string, from unintentionally hiding valid modules that occur later on the module search path. In the simplest case,__init__.pycan just be an empty file, but it can also execute initialization code for the package or set the__all__variable, described later.…
The only solution is for the package author to provide an explicit index of the package. The import statement uses the following convention: if a package’s
__init__.pycode defines a list named__all__, it is taken to be the list of module names that should be imported when from package import * is encountered. It is up to the package author to keep this list up-to-date when a new version of the package is released. Package authors may also decide not to support it, if they don’t see a use for importing * from their package. For example, the filesounds/effects/__init__.pycould contain the following code:
__all__ = ["echo", "surround", "reverse"]This would mean that
from sound.effects import *would import the three named submodules of the sound package.
Method 16
I’ve created a module for that, which doesn’t rely on __init__.py (or any other auxiliary file) and makes me type only the following two lines:
import importdir
importdir.do("Foo", globals())
Feel free to re-use or contribute: http://gitlab.com/aurelien-lourot/importdir
Method 17
I’d like to add to Anurag Uniyal‘s answer.
You can make it even simpler and get rid of a lot of the imports.
Contents of the __init__.py file:
from os import listdir
from os.path import dirname
__all__ = [i[:-3] for i in listdir(dirname(__file__)) if not i.startswith('__') and i.endswith('.py')]
Method 18
Look at the pkgutil module from the standard library. It will let you do exactly what you want as long as you have an __init__.py file in the directory. The __init__.py file can be empty.
Method 19
Just import them by importlib and add them to __all__ (add action is optional) in recurse in the __init__.py of package.
/Foo
bar.py
spam.py
eggs.py
__init__.py
# __init__.py
import os
import importlib
pyfile_extes = ['py', ]
__all__ = [importlib.import_module('.%s' % filename, __package__) for filename in [os.path.splitext(i)[0] for i in os.listdir(os.path.dirname(__file__)) if os.path.splitext(i)[1] in pyfile_extes] if not filename.startswith('__')]
del os, importlib, pyfile_extes
Method 20
I had a nested directory structure i.e. I had multiple directories inside the main directory that contained the python modules.
I added the following script to my __init__.py file to import all the modules
import glob, re, os
module_parent_directory = "path/to/the/directory/containing/__init__.py/file"
owd = os.getcwd()
if not owd.endswith(module_parent_directory): os.chdir(module_parent_directory)
module_paths = glob.glob("**/*.py", recursive = True)
for module_path in module_paths:
if not re.match( ".*__init__.py$", module_path):
import_path = module_path[:-3]
import_path = import_path.replace("/", ".")
exec(f"from .{import_path} import *")
os.chdir(owd)
Probably not the best way to achieve this, but I couldn’t make anything else work for me.
All methods was sourced from stackoverflow.com or stackexchange.com, is licensed under cc by-sa 2.5, cc by-sa 3.0 and cc by-sa 4.0