feat: compact after merge sort

[zhyass]

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Summary

Run compact after merge sort during recluster

Tests

• Unit Test
• Logic Test
• Benchmark Test
• No Test - Explain why

Type of change

• Bug Fix (non-breaking change which fixes an issue)
• New Feature (non-breaking change which adds functionality)
• Breaking Change (fix or feature that could cause existing functionality not to work as expected)
• Documentation Update
• Refactoring
• Performance Improvement
• Other (please describe):

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This change is 

[what-the-diff]

PR Summary

• Addition of a new compact block process
  A new file titled transform_block_compact_without_split.rs was introduced. This houses the newly structured BlockCompactorWithoutSplit.

• Implementation of the Compactor trait
  In order to cater to block compacting needs, this trait has been implemented in the newly added file.

• Enhancement to the builder reclustering process
  Some adjustments have been made to the builder_recluster.rs file, which now includes BlockCompactorWithoutSplit and TransformCompact. As a result, the pipeline will compact data blocks post-merge sort.

• Test file modifications
  Some changes have been applied to 09_0008_fuse_optimize_table.test file , more specifically removing the insert into t15 values(5) statement and then adding a fresh insert into t15 values(-7) statement.

[github-actions]

Docker Image for PR

• tag: pr-16401-826b99b-1725542588

note: this image tag is only available for internal use,
please check the internal doc for more details.

[github-actions]

ClickBench Report

• hits: https://benchmark.databend.com/clickbench/pr/16401/10720793363/hits.html
• internal: https://benchmark.databend.com/clickbench/pr/16401/10720793363/internal.html
• load: https://benchmark.databend.com/clickbench/pr/16401/10720793363/load.html
• tpch: https://benchmark.databend.com/clickbench/pr/16401/10720793363/tpch.html

[github-actions]

Docker Image for PR

• tag: pr-16401-ed274fe-1725680548

note: this image tag is only available for internal use,
please check the internal doc for more details.

[github-actions]

ClickBench Report

• hits: https://benchmark.databend.com/clickbench/pr/16401/10748148172/hits.html
• internal: https://benchmark.databend.com/clickbench/pr/16401/10748148172/internal.html
• load: https://benchmark.databend.com/clickbench/pr/16401/10748148172/load.html
• tpch: https://benchmark.databend.com/clickbench/pr/16401/10748148172/tpch.html