So I have thought about it this way for a Python 2.7 project. It would be composed of two independent parts requiring a common class (module) file in a third package:
SomeRootFolder/Package1Folder/manyPythonModuleFiles.py
SomeRootFolder/Package2Folder/manyPythonModuleFiles.py
SomeRootFolder/SharedPackageFolder/OneCommonClassNeedsToBeShared.py
What I want to do is to import the common class in the shared package from both packages. The two first packages do not require to interact together but needs that one class. The python programs might be runned with the console opened from within the two package folders themselves, such as:
cd Package1Folder
python SomeMainFile.py
If it is easier, the Python call could be like python Package1Folder/SomeMainFile.py but I need to plan this.
Could you provide how I could do the relative imports from package 1 or 2 for a file in the third shared package? Do I need an __init__.py file in the SomeRootFolder folder? I am always confused by relative imports and those import standards and syntax that are different between Python 2 and 3. Also could you validate to me that this is an acceptable way to proceed? Any other ideas?
Thanks all!
If you want to use relative imports,you need __init__.py in SharedPackageFolder folder,and you can use this to import OneCommonClassNeedsToBeShared.py:
from ..SharedPackageFolder import OneCommonClassNeedsToBeShared
See more details about Rationale for Relative Imports .
With the shift to absolute imports, the question arose whether
relative imports should be allowed at all. Several use cases were
presented, the most important of which is being able to rearrange the
structure of large packages without having to edit sub-packages. In
addition, a module inside a package can't easily import itself without
relative imports.
Also you can use absolute imports,relative imports are no longer strongly discouraged,using absolute_import is strongly suggested in some case.
You need to make sure SomeRootFolder is in your PYTHONPATH,or make this folder as sources root,it's more easier for you to import package or scripts in your large project,but sometimes you should be careful with absolute imports.
from SharedPackageFolder import OneCommonClassNeedsToBeShared.py
Absolute imports. From PEP 8:
Relative imports for intra-package imports are highly discouraged. Always use the absolute package path for all imports. Even now that
PEP 328 [7] is fully implemented in Python 2.5, its style of explicit
relative imports is actively discouraged; absolute imports are more
portable and usually more readable.
By the way,relative imports in Python 3 might return SystemError,have a look at Question:Relative imports in Python 3.
#vaultah offers some solutions,they might be helpful.
Hope this helps.
Related
Whenever you use autoimport provided by PyCharm it generates an absolute path import. i.e.
from my_package.my_subpackage import my_thing
instead of
from .my_subpackage import my_thing
Is there a setting to use relative imports instead of absolute ones when importing a python package?
It appears currently there is no way to change the import style for auto-import feature to use relative imports. The only style changes you can make to import statements are how the absolute imports are structured:
(The Jetbrains/PyCharm settings search functionality is excellent by the way).
The same thing happens when refactoring, it's definitely an option I'd like to see added.
It will be possible starting with 2019.3 https://youtrack.jetbrains.com/issue/PY-6054
Note, that it will not do the relative import automatically if there are no other relative imports in that file yet. There is also an action to convert the existing absolute import to relative:
I would advise against relative in general, you can refer to this question:
https://softwareengineering.stackexchange.com/a/159505
Also, you can check official pep8 specs https://www.python.org/dev/peps/pep-0008/
Absolute imports are recommended, as they are usually more readable and tend to be better behaved (or at least give better error messages) if the import system is incorrectly configured (such as when a directory inside a package ends up on sys.path):
From my personal experience it turns out that they sometimes poorly integrate with Pycharm IDE when there's more complex package layout breaking test running through Pycharm. I suppose there might be some issues in other tools too.
Are there any rules or guidelines concerning when to use relative imports in Python? I see them in use all the time, such as in the Flask web framework. When searching for this topic, I only see articles on how to use relative imports, but not why.
So is there some special benefit to using:
from . import x
rather than:
from package import x
Moreover, I noticed that a related SO post mentions that relative imports are discouraged. Yet people still continue to use them.
Check out PEP 328's section on relative imports
The rationale seems to be as written:
Several use cases were presented, the most important of which is being able to rearrange the structure of large packages without having to edit sub-packages. In addition, a module inside a package can't easily import itself without relative imports.
I have this package:
mypackage/
__init__.py
a.py
b.py
And I want to import things from module a to module b, does it make sense to write in module b
from mypackage.a import *
or should I just use
from a import *
Both options will work, I'm just wondering which is better (the 2nd makes sense because it's in the same level but I'm considering the 1st to avoid collisions, for example if the system is running from a folder that contains a file named a.py).
You can safely use number 2 because there shouldn't be any collisions - you'll be always importing a module from the same package as the current one. Please note, that if your module has the same name as one of the standard library modules, it will be imported instead of the standard one. From the documentation:
When a module named spam is imported, the interpreter first searches
for a built-in module with that name. If not found, it then searches
for a file named spam.py in a list of directories given by the
variable sys.path. sys.path is initialized from these locations:
the directory containing the input script (or the current directory).
PYTHONPATH (a list of directory names, with the same syntax as the
shell variable PATH).
the installation-dependent default.
After initialization, Python programs can modify sys.path. The
directory containing the script being run is placed at the beginning
of the search path, ahead of the standard library path. This means
that scripts in that directory will be loaded instead of modules of
the same name in the library directory. This is an error unless the
replacement is intended. See section Standard Modules for more
information.
The option from mypackage.a import * can be used for consistency reasons all over the project. In some modules you will have to do absolute imports anyway. Thus you won't have to think whether the module is in the same package or not and simply use a uniform style in the entire project. Additionally this approach is more reliable and predictable.
Python style guidelines don't recommend using relative imports:
Relative imports for intra-package imports are highly discouraged.
Always use the absolute package path for all imports. Even now that
PEP 328 is fully implemented in Python 2.5, its style of explicit
relative imports is actively discouraged; absolute imports are more
portable and usually more readable.
Since python 2.5 a new syntax for intra-package relative imports has been introduced. Now you can . to refer to the current module and .. referring to the module being 1 level above.
from . import echo
from .. import formats
from ..filters import equalizer
You should use from mypackage.a import things, you, want.
There are two issues here, the main one is relative vs absolute imports, the semantics of which changed in Python 3, and can optionally be used in Python 2.6 and 2.7 using a __future__ import. By using mypackage.a you guarantee that you will get the code you actually want, and it will work reliably on future versions of Python.
The second thing is that you should avoid import *, as it can potentially mask other code. What if the a.py file gained a function called sum? It would silently override the builtin one. This is especially bad when importing your own code in other modules, as you may well have reused variable or function names.
Therefore, you should only ever import the specific functions you need. Using pyflakes on your sourcecode will then warn you when you have potential conflicts.
I write a package P. At the root of P there is a module m0.
Somewhere inside P there are modules m1,m2,... that need to import from m0
Of course I can write in each of these modules:
from P.m0 import ...
However if I change the name of P I have to revisit all the places and rewrite such statements.
I could also use relative imports but if I move a module at a different level in the package hierarchy I have to go fix the number of dots.
There are some other reasons too, but bottom line, I really want to say import from the module m0 that is located at the root of my package, what is the best way to express this?
That's not possible.
However, if you perform major refactoring where you move around modules between subpackages having to update some relative imports is not a huge problem.
Same applies for renaming the top-level package name if you do not use relative imports - that could even be done really fast with search-and-replace over all your files.
If you are willing to modify your question a tiny bit, you can get away with this.
IF the only entrypoints to your package are controlled; e.g. you only test your code by doing something like invoking testsuite package/.../module.py which will
THEN you can make sure that the first thing you do is import firstthing, and in package/firstthing.py you have:
import sys
import os.path
packageDir = os.path.split(__name__)[0]
sys.path[:] = sys.path+[packageDir] # or maybe you want it first...
The main caveat being that you will not be able to run python files without going through your entrypoints. I always want to do this for every project I write in python (to make relative imports work nicely), but I personally find this so inconvenient that I just give up.
There is also a second alternative. It is not that unreasonable to specify that your package requires another package in the python path. This package could be a utility package which performs a major hack. For example if the name of the package was "x", you could do import x which would use the inspect module to perform reflection on the interpreter stack, letting you figure out which module you were importing it from. Then you could do a sort of "backwards os.walk" by going up parent directories until you found the root of your package (by checking for some special indicator file, or manifest, or something). Then the code would programatically perform the above modification of the python path via sys.path. It's the same as the above, but you have the liberty to do things like run any python file without having to go through an awful entrypoint.
If you have extreme control over the shell environment, you can also just augment the $PYTHONPATH to include your package directory, but this is extremely fragile in many ways, and rather inelegant.
I'm developing a Python application; it has all its code in one package and runs inside this of course. The application's Python package is of no interest from the interpreter to the user, it's simply a GUI application.
The question is, which style is preferred when importing modules inside the application package
from application import settings, utils
or
from . import settings, utils
That is I can either specify the name as it is (here 'application') or I can say "current package" by using "."
This is a Free software package so the possibility exists that someone wants to make a fork of my application and change its name. In that case, alternative 1 is a slight nuisance. Still, I use style 1 all the time (although early code uses style 2 in some places), since style 1 looks much better.
Are there any arguments for my style (1) that I have missed? Or is it stupid not to go with style 2?
The Python Style Guide recommends explicitly against relative imports (the . style):
Relative imports for intra-package imports are highly discouraged.
Always use the absolute package path for all imports.
Even now that PEP 328 [7] is fully implemented in Python 2.5,
its style of explicit relative imports is actively discouraged;
absolute imports are more portable and usually more readable.
I tend to agree. Relative imports mean the same module is imported in different ways in different files, and requires that I remember what I'm looking at when reading and writing. Not really worth it, and a rename can be done with sed.
Besides the issue of renaming, the only problem with absolute imports is that import foo might mean the top-level module foo or a submodule foo beneath the current module. If this is a problem, you can use from __future__ import absolute_import; this is standard in Python 3.