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[Feature Request]: Implement Side-Input Table Cache for IcebergIO #39723

Description

@jrmccluskey

What would you like to happen?

Implement an optional side input table cache for IcebergIO to avoid DDOSing underlying services during pipeline startup for execution with large numbers of workers.

Issue Priority

Priority: 2 (default / most feature requests should be filed as P2)

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