pick up remaining missing dependencies

[damccorm]

#37075 was not enough, we need to install some additional (inherited) dependencies into the container to make yaml jobs work on the release branch.

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Summary of Changes

Hello @damccorm, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request addresses critical dependency gaps in the Apache Beam Python container images. It introduces a set of previously overlooked Python packages into the base_image_requirements.txt files for Python versions 3.10 through 3.13, covering both standard and machine learning-focused containers. The primary goal is to ensure that YAML-based jobs can execute without issues on the release branch, building upon a previous, incomplete dependency fix.

Highlights

• Dependency Resolution: Adds several new Python packages to the base image requirements to resolve previously missing dependencies required for specific functionalities.
• YAML Job Functionality: Ensures the correct functioning of YAML-based jobs within the container environments by providing necessary inherited dependencies.
• Multi-Python Version Support: Updates requirements across various Python versions (3.10, 3.11, 3.12, 3.13) and both general and ML-specific container images.

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[damccorm]

R: @shunping @Amar3tto

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