apache / apache/pinot

Support multi-thread execution on multistage engine

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multi-stage
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Description

as a continuation of the discussion in #9615 that make the decision to not include multi-thread execution as part of the previous design review.

Mainly discuss the design for how to multi-thread execute in multi-stage engine, 2 initial thoughts
- execute operators in pipeline fashion with block boundary.
- execute partitioned blocks in parallel within each stage execution.

Discussion in previous threads:
https://github.com/apache/pinot/issues/9615#issuecomment-1282532520

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