[Python]Update state cache size to 100 MB

[AnandInguva]

Update state cache size from 0 to 100 MB. This is test how state cache is impacting Beam pipelines in the test suites.

Refactoring changes are tracked in the PR #28781 and will be merged before release cut of 2.52.0 or this change will be reverted.

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[AnandInguva]

R: @tvalentyn

As we discussed, I am tracking the changes in a different PR #28781 and added a blocker #28770 to 2.52.0

[github-actions]

Stopping reviewer notifications for this pull request: review requested by someone other than the bot, ceding control

[codecov]

Codecov Report

Merging #28877 (526b83a) into master (e665c1c) will decrease coverage by 0.01%.
Report is 2 commits behind head on master.
The diff coverage is 0.00%.

❗ Current head 526b83a differs from pull request most recent head ee274af. Consider uploading reports for the commit ee274af to get more accurate results

@@            Coverage Diff             @@
##           master   #28877      +/-   ##
==========================================
- Coverage   72.21%   72.21%   -0.01%     
==========================================
  Files         684      685       +1     
  Lines      101224   101474     +250     
==========================================
+ Hits        73096    73276     +180     
- Misses      26548    26618      +70     
  Partials     1580     1580              

Flag	Coverage Δ
python	82.70% <0.00%> (-0.05%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files	Coverage Δ
...thon/apache_beam/runners/worker/sdk_worker_main.py	78.03% <0.00%> (ø)

... and 10 files with indirect coverage changes

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