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[Task]: Eliminate google-python-cloud-debugger dependency in base_image_requirements #23487

@Abacn

Description

@Abacn

What needs to happen?

google-python-cloud-debugger has been deprecated and will be shutdown by May 31,2023. https://cloud.google.com/debugger/docs/release-notes

We need to eliminate this dependency in our container image by that time.
The tasks involves the investigation how this dependency works currently (beam does not use it directly) and either remove it or find alternatives.

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Component: sdk-py-harness

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    P2done & doneIssue has been reviewed after it was closed for verification, followups, etc.harnesspythontask

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