What needs to be done before sending a Python file with many imports?

1. Check for unused imports: Removing unused imports reduces file size and speeds up module loading.
2. Organize imports: Group imports by categories (standard libraries, third-party libraries, local modules) and sort them alphabetically for better readability.
3. Remove cyclic dependencies: Cyclic imports can cause errors and complicate understanding of the project structure. Refactoring the architecture is often necessary to eliminate them.
4. Minimize import volume: Import only necessary components when possible, rather than the entire module (e.g., from module import func instead of import module).
5. Use relative imports: In large packages, using relative imports (from . import module) helps avoid name conflicts and improves portability.
6. Check for __init__.py: Each directory you want to use as a package should contain an __init__.py file (even if empty).

# Example of organizing imports
# Standard libraries
import os
import sys

# Third-party libraries
import requests
from bs4 import BeautifulSoup

# Local modules
from my_module import my_function
from another_module import AnotherClass