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[Task]: Implement a full Iceberg CDC incremental source #38831

@ahmedabu98

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@ahmedabu98

What needs to happen?

Beam has an incremental append source for Iceberg, but it ignores overwrite snapshots.

Add a full CDC source that tracks all relevant snapshots and outputs Beam Rows with CDC Value Kinds. It should support all existing features (row filtering, column pruning, reading between snapshot boundaries), along with new features like outputting metadata columns and watermarking by a specific timestamp column

Design doc: https://s.apache.org/beam-iceberg-incremental-cdc-source

Prototype: #38619

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Priority: 2 (default / most normal work should be filed as P2)

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IcebergIOIcebergIO: can only be used through ManagedIOP2iojavatask

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