feat(query): window partition by spill to disk

[forsaken628]

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Summary

part of #15328

Changes:

1. Local file direct io reading and writing
2. Implement TempDirManager to provide local temporary file management, including usage control and cleanup.
3. Add a new configuration item spill
4. Window supports spill to local disk

How to enable:

1. Check that the configuration item spill is configured correctly
2. set window_partition_spilling_to_disk_bytes_limit = 10 * 1024 * 1024 * 1024 (10G), this is the maximum disk space allowed for each request, when the conditions of spill are met, the local disk will be used in preference

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 

[BohuTANG]

Is there some benchmark numbers for this PR?

[forsaken628]

Is there some benchmark numbers for this PR?

@BohuTANG
Here just replace the storage, where can I go to find the right environment to do benchmark? If the test environment is not representative, benchmark has no meaning.

[BohuTANG]

Is there some benchmark numbers for this PR?

@BohuTANG Here just replace the storage, where can I go to find the right environment to do benchmark? If the test environment is not representative, benchmark has no meaning.

I think @Dousir9 has some cases to do benchmark, because #16448 also need it.

[github-actions]

Docker Image for PR

• tag: pr-16441-31de655-1728375038

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

[github-actions]

Docker Image for PR

• tag: pr-16441-80d8a39-1728390166

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

[Dousir9]

After testing, it was found that the local spill that occurred on the local machine and the cloud had the problem of memory not being released in time, which led to performance degradation.

[BohuTANG]

After testing, it was found that the local spill that occurred on the local machine and the cloud had the problem of memory not being released in time, which led to performance degradation.

If so, this PR should revert from main branch.