Change the message in ModuleNotFoundError
Project description
friendly_module_not_found_error
This is a Python package that provides the monkey patch for handling module not found errors in a friendly way. When you spell a module name incorrectly, the package will change the exception with a friendly message and suggestions for the possible correct module name.
Installation
To install the package, run the following command:
pip install friendly_module_not_found_error
Usage
You can use the code to test the effects of the package:
import ant
The message raised will change to : "No module named 'ant'. Did you mean 'ast'?" The suggestion may be change according to the packages you have installed.
import multiprocessing.dumy
The message raised will change to : "module 'multiprocessing' has no child module 'dumy'. Did you mean 'dummy'?"
You can also run "testmodule" to test the effects of the python.
If there is not "hatch_autorun_friendly_module_not_found_error.pth" in the "site-packages" folder, you can add the file to the "site-packages" folder and add the following code to the file:
import friendly_module_not_found_error
On linux (or if the ".pth" file doesn't work), you can add "sitecustomize.py" to the "site-packages" folder of the python and add the code above.
When uninstall the package, you need also to remove the file above.
In version 1.0.6, it provide two api:
- friendly_module_not_found_error.unchange(): restore the original behavior of the module not found error.
- friendly_module_not_found_error.rechange(): change the behavior of the module not found error to the friendly way.
Example
Effect and explain
The example:
import xxx.yyy.zzz
If "xxx" not exist, the message is:
"No module named 'xxx'"
If "xxx" exist but "yyy" not exist, the message is:
"module 'xxx' has no child module 'yyy'"
Then the message add like the text below:
The final name will be compared to all module at that path. If at the top, it first compared with stdlib and then compared with the path in sys.path. Or, if the module before is not a package and the now module not exist, the message will add "module '...' is not a package". For the non-package module, it won't support for this condition: module has a child module, and it has child module. For package, it will scan the attribute "__path__" to get all possible child module to compare.
The change can clearly show the specific error in import and give the near name suggestion. For example, the original is "No module named 'xxx.yyy.zzz'", we cannot get message that which step is wrong, now we can see which step is wrong:
"No module named 'xxx'" means the top, "module 'xxx' has no child module 'yyy'" means the second, and ''module 'xxx.yyy' has no child module 'zzz'" means the third, and so on. And like NameError and AttributeError, it will suggest the possible name.
Require
python3.7+
In friendly_module_not_found_error verison 0.4.2, it supports python3.7+.
License
This package is licensed under the MIT License. See the LICENSE file for more information.
issues
If you have any questions or suggestions, please open an issue on GitHub.
Contributing
Contributions are welcome! Please submit a pull request with your changes.
Data
The test for "__main__.py" here:
| No. | number of entries | used time(/s) | average time(/s) | result |
|---|---|---|---|---|
| 1 | 5 | 0.064 | 0.013 | success |
| 2 | 5 | 0.072 | 0.014 | success |
| 3 | 5 | 0.052 | 0.010 | success |
| 4 | 5 | 0.056 | 0.011 | success |
| 5 | 5 | 0.057 | 0.011 | success |
| 6 | 6 | 0.081 | 0.014 | success |
| 7 | 6 | 0.062 | 0.010 | success |
| 8 | 6 | 0.091 | 0.015 | success |
| 9 | 6 | 0.064 | 0.011 | success |
| 10 | 6 | 0.064 | 0.011 | success |
The speed test here:
| tool | function | arg | number | average time(/ms) |
|---|---|---|---|---|
| timeit | find_all_packages | (no args) | 1000 | 8.567 |
| timeit | scan_dir | path/to/site-packages | 1000 | 4.845 |
The function "find_all_packages" defined here:
def find_all_packages() -> list[str]:
"""
Find all packages in the given path.
If top is True, return all top packages.
"""
return sorted(sum([scan_dir(i) if
isinstance(i, str) else []
for i in sys.path ], []) +
list(sys.builtin_module_names))"
Note
If a module that is not a package contains submodules, and those submodules also contain their own submodules, this nested module structure is not supported. When this situation occurs, you should reorganize the code using proper package structure. This approach violates Python's packaging best practices and should be avoided.
To make your custom import hook be supported, you need to define a magic method "__find__" to return the list of all modules. For example:
class MyImportHook:
def __find__(self, name: str=None) -> list[str]:
"""
Return a list of all modules that are available to the import hook without import them.
If the "name" is provided, the method should return a list of all submodules that under the module named "name".
parameter name: The name of the module to find submodules for. If None, return all top modules.
"""
return []
The "__find__" method should return a list of all modules that are available to the import hook without import them. If the "name" is provided, the method should return a list of all submodules that under the module named "name". Or it needs to return all top modules if the "name" is None. The name should be the full name of the module, such as:
topmodule/
__init__.py
subpackage/
__init__.py
submodule/
__init__.py
nonpackage.py
The name of the top module is "topmodule", the name of the subpackage is "topmodule.subpackage", and the name of the submodule is "topmodule.subpackage.submodule".
If exception raised in the method "__find__", the exception will be ignored and the default behavior will be used.
If the all of the exceptions in the exception chain ("__cause__", "__context__", "BaseExceptionGroup") are not ImportError, it will be printed as warning.
Otherwise, the message will be ignored and the module will tips that don't import any modules in the method "__find__".
Warning
When your code raises the "ModuleNotFoundError", if there is the suggestion given by the package, you need to check it.
Anyway, if your IDE suggests you to pip install the wrong name module, check it instead of following it blindly. It may be a malicious package.
Rejected suggestion
- Build a cache for site-packages when install: The code runs fast, so it can find all of the packages fast. Before that finding costs, the computer has been almost broken.
- Suggest for "pip install xxx": spelling mistakes are often closely associated with homograph attacks and typosquatting attacks. Suggesting for it will help the attacker.
Credits
This package was created by Locked-chess-official and is maintained by Locked-chess-official
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