WIP: add bolt backend in gluten

[WangGuangxin]

No description provided.

[afterincomparableyum]

Thanks for your hardwork, really appreciate it @WangGuangxin . I know Velox does certain queries where the result does not match with what vanilla spark outputs. Is this the same with Bolt? I think it would be nice to include some docs about any potential mismatches for users to be cautious about

[FelixYBW]

@WangGuangxin can you change the time metric of "total time of" to "time of"

[FelixYBW]

The initial performance number from our test, higher is better FYI.

[taiyang-li]

Thanks for your hardwork, really appreciate it @WangGuangxin . I know Velox does certain queries where the result does not match with what vanilla spark outputs. Is this the same with Bolt? I think it would be nice to include some docs about any potential mismatches for users to be cautious about

@afterincomparableyum thank you for your suggestion. We would add those documents later before this PR is merged.

[FelixYBW]

Can you create similar documents as Velox? here is the list of Velox docs.

docs/developers/ProfileMemoryOfGlutenWithVelox.md
docs/developers/velox-backend-CI.md
docs/developers/velox-backend-build-in-docker.md
docs/developers/velox-function-development-guide.md
docs/developers/VeloxDynamicSizingOffheap.md
docs/developers/VeloxUDF.md
docs/get-started/VeloxABFS.md
docs/get-started/VeloxGCS.md
docs/get-started/VeloxIceberg.md
docs/get-started/VeloxLocalCache.md
docs/get-started/VeloxQAT.md
docs/get-started/VeloxS3.md
docs/get-started/VeloxStageResourceAdj.md
docs/get-started/Velox.md
docs/get-started/VeloxGPU.md
docs/image/velox_apply_stage_resource.png
docs/image/velox_decision_support_bench1_10query_performance.png
docs/image/velox_decision_support_bench1_22queries_performance.png
docs/image/velox_profile_memory_gif.gif
docs/image/velox_profile_memory_text.png
docs/image/veloxbe_memory_layout.png
docs/velox-backend-aggregate-function-support.md
docs/velox-backend-generator-function-support.md
docs/velox-backend-limitations.md
docs/velox-backend-troubleshooting.md
docs/velox-backend-window-function-support.md
docs/velox-parquet-write-configuration.md
docs/velox-spark-configuration.md
docs/velox-backend-scalar-function-support.md
docs/velox-backend-support-progress.md
docs/velox-configuration.md

[FelixYBW]

Does Bolt passes Spark3.2, 3.3, 3.4 and 3.5 UTs?

We are going to drop 3.2 support and fixing 4.0 UTs. So Bolt may starts from 3.3 support.

[taiyang-li]

Does Bolt passes Spark3.2, 3.3, 3.4 and 3.5 UTs?

We are going to drop 3.2 support and fixing 4.0 UTs. So Bolt may starts from 3.3 support.

Currently we mainly run UTs on spark3.5. For now most of 3.5 cound be passed, and we are fixing failed uts. We will follow the community's support for different spark versions.