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Installing Python Modules Dynamically in Code
Installing Python packages from within a script is a convenient way to manage dependencies programmatically. This is especially useful for maintaining compatibility and consistency across multiple environments.
The preferred method for doing this is to utilize pip's command-line interface (CLI) via the subprocess module. Pip provides a unified interface for installing, managing, and distributing packages from the Python Package Index (PyPI).
Here's a recommended solution:
import subprocess import sys def install(package): subprocess.check_call([sys.executable, "-m", "pip", "install", package])
To ensure that the correct version of pip is used, the variable sys.executable is employed. This guarantees that the pip associated with the current runtime is invoked.
By calling install(package) with the desired package name as the argument, you can dynamically install it from PyPI within your script. This eliminates the need for manual installation or complex configuration management tools.
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