Post-install script with Python setuptools
Interview Questions practice on Codemia
Over 8,000 real interview questions from top companies, searchable by company and role.
Python's `setuptools` is a dominant library for packaging Python projects. It extends the standard Python `distutils` with many powerful features, one of which is the ability to run post-install scripts. This functionality can be quite useful for performing additional setup steps after a package installation, such as installing external dependencies, setting environment variables, or configuring settings.
Understanding Post-install Scripts in Setuptools
In `setuptools`, a post-install script is typically executed via the `entry_points` in the `setup.py` file. Entry points are a way of specifying what a package can provide to another package or application. When an entry point is designated as a post-install command, it will automatically run once your package installation is complete.
Creating a Post-install Script
To create a post-install script using `setuptools`, follow these general steps:
- Define the Post-install Function: This function will encompass the actions you wish to carry out post-installation.
- Modify `setup.py`: Integrate your function with `setuptools` using `entry_points`.
- Test the Script: Verify that the script functions as expected after installation.
Step-by-Step Example
1. Define the Post-install Function
Start by defining a post-install function. This function will contain the logic you wish to execute post-installation. Create a Python module for your scripts if you don't have one already, e.g., `post_install.py`.
- Portability: Ensure scripts are platform-independent whenever possible.
- Dependencies: Avoid using post-install scripts to install dependencies not specified in `install_requires`, as this can lead to an incomplete installation if the script fails.
- Error Handling: Implement robust error handling to prevent the script from crashing on failure, ensuring logging or rollback if necessary.
- PEP 517/518: With the advancements in Python packaging standards like PEP 517 and PEP 518, you might consider moving towards using pyproject.toml for more modern builds. However, note that post-install scripts are still primarily handled at lower levels of packaging that can incorporate `setuptools`.
- Documentation: Ensure any important changes made during post-installation are well-documented, providing users with clear guidance on the actions taken by these scripts.
Related reading
- Practicing BDD with python
- Precomputed Kernels with LibSVM in Python
- Predicting new data using sklearn after standardizing the training data
- Preferred or most common file extension for a Python pickle
- Prepend a level to a pandas MultiIndex
- Pretty-print a NumPy array without scientific notation and with given precision
- Pretty-print an entire Pandas Series / DataFrame
- Pretty-print an entire Pandas Series / DataFrame
.png&w=3840&q=75)
Tackling System Design Interview Problems
A short course that equips you with the skills to approach system design interviews methodically.
Start the free courseTrack what you have practised
A free account saves your progress, solutions and study plan across every problem on Codemia.
Interview Questions practice on Codemia
Over 8,000 real interview questions from top companies, searchable by company and role.