How python searches for a file:
When importing from a python file (module or script), python does not use the path that is in file, but it uses the file full name and the sys.path to identify the file. The full name is
__package__ + __name__. If package is None, it’s simply name.
For example, let’s consider this project. To get the file structure of the project, use:
tree -aI "*\.pyc|__pycache*|\.[^e][^n][^v]*" -o tree.text.
FastAPI-Spotify (project) ├── .env (sets environment) ├── LICENSE ├── Pipfile (package dependency) ├── Pipfile.lock ├── Procfile ├── README.md ├── appdir (web app top package) │ ├── __init__.py (app point of entry) │ ├── api (sub package) │ │ ├── BW_Spotify_Final.csv │ │ ├── BW_Spotify_Final.joblib │ │ ├── __init__.py │ │ ├── fedata.py │ │ ├── ormdb.py │ │ ├── parser.py │ │ ├── predict.py │ │ ├── settings.py │ │ └── viz.py │ ├── main.py (runs as top module by the app) │ └── tests (test package) │ ├── __init__.py │ ├── test_main.py │ ├── test_predict.py │ └── test_viz.py ├── etc │ └── new_df.csv ├── notebooks │ └── README.md ├── spotify_query.csv └── tree.text
Run a python file as a module vs script:
We need init.py in each sub-directory to have python recognize them as a package. There are different ways to run a python file in the project. After activating the virtual env:
- Web app:
- runs main as the top module. Sets main.package = appdir, and main.name = main . It also adds the full path of main.py containing directory, i.e. FastAPI-Spotify to sys.path.
- Run a module as a part of the top package:
FastAPI-Spotify % python -m appdir.tests.test_predict
- running as a module with the full path to the top package directory, sets test_predict.package = appdir.tests, and test_predict.name = main. It also adds the full path of test_predict containing directory, i.e. “tests” to sys.path. However, it does not add the higher level directories to the path, and for ex/ appdir is not recognized.
- Run a .py file as a stand alone module: tests % python -m test_predict
- sets test_predict.package = tests, and test_predict.name = main. It also adds the full path of test_predict containing directory, i.e. “tests” to sys.path.
- Running a .py file as script:
FastAPI-Spotify % python appdir/tests/test_predict.py
- sets test_predict.package = None and test_predict.name = main. It also adds the full path of test_predict containing directory, i.e. “tests” to sys.path., but does not add the higher level directories to the sys.path.
- Running a .py file in vscode is similar to run it as a script on the terminal.
- Importing a .py file in python repl interactive session:
>>> from appdir.tests import test_predict.
- test_predict.package = “” (empty string) and the repl session takes the name “main”. sys.path would not contain any path to the project.
Absolute path vs. Relative path::
- Relative path for a module in a package:
Let’s say inside test_predict.py we want to import a sibling module such as predict.py. If test_predict.package is set to appdir.tests, the full name of the python file would be appdir.tests.test_predict. This would allow using a relative path as:
from ..api import predict. The module’s full name must have at least as many dots as there are in the import statement.
- Absolute path for a module in a package:
For importing predict.py from test_predict.py, we need to add
to sys.path. Subdirectories are searchable due to __init__.py files and hence __package__ variables. `import appdir.api.predict` or `from appdir.api import predict`.
- Absolute path for a script:
Adding project directory to the path:
sys.path += <FastAPI-Spotify_path>.
- Absolute path for interactive session:
Here we don’t have the current directory path in the sys.path. However adding
to sys.path would be sufficient as the __init__.py files construct the subdirectory structure
sys.path += [<FastAPI-Spotify_path>]
Adding the following code to the beginning of the python files that needs to import other modules, updates the system path with the project directory and also updates the package variable which would allow all the above scenarios to run successfully.
if __name__ == '__main__' and __package__ is None: print("is running as a Python Script") else: print("is running as a Python Module") if __package__ in [None, ""]: import re c_dir = re.sub(r"(^.*)\/.*\.py$", r"\g<1>", __file__) from sys import path from os.path import dirname as dir path.append(dir(dir(c_dir))) __package__ = "appdir.api"