auto pass through hashagg

[guo-shaoge]

What problem does this PR solve?

Issue Number: close #xxx

Problem Summary:

What is changed and how it works?

This PR mainly includes four modifications:

1. AutoPassThroughHashAggContext: Includes the state control logic, with five states: Init, Adjust, Selective, PreHashAgg, and PassThrough. State transitions occur based on the pre-aggregation effect of each block.
2. AutoPassThroughHashAggBlockInputStream/AutoPassThroughAggregateTransform: Executor logic that call the AutoPassThroughHashAggContext. It can support sending blocks in advance.
3. ExchangeSenderWriter: Includes modifications of HashPartitionWriter and FineGrainedShuffleWriter to support processing block.info.selective, which means only sending rows specified in the selective information.
4. Column: Added support for selective versions of IColumn::updateWeakHash32 and IColumn::scatter for use by ExchangeSenderWriter.

Check List

Tests

• [x] Unit test
• [ ] Integration test
• [ ] Manual test (add detailed scripts or steps below)
• [ ] No code

Side effects

• [ ] Performance regression: Consumes more CPU
• [ ] Performance regression: Consumes more Memory
• [ ] Breaking backward compatibility

Documentation

• [ ] Affects user behaviors
• [ ] Contains syntax changes
• [ ] Contains variable changes
• [ ] Contains experimental features
• [ ] Changes MySQL compatibility

Release note

support auto pass through hashagg

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