Sort frozen requirements

bash

python -m pip freeze | sort > requirements.lock.txt

Explanation

Sorting makes diffs easier to review in version control.

Learn the surrounding workflow

Compare similar commands or jump into common fixes when this command is part of a bigger troubleshooting path.

Same sheet · prioritizing Reporting and Auditing

Write a structured report during installation.

Open In sheetbashsame section

Output installed packages in JSON format.

Open In sheetbashsame section

Require hash verification for all requirements.

Apply version constraints to a direct install.

Download all requirements into a local artifact directory.

Example pattern for base + dev requirement layering.