Better observability towards bottleneck detection

In this release, we re-organized the pipeline hooks, and expose the periodic performance measurement mechanism as public interface.
This allows to tap into the performance statistics of data processing pipeline, which makes it easy to analyze the pipeline performance, and optimize the pipeline.

Please checkout the renewed Performance Analysis documentation, and example to learn how to log the runtime performance statistics.

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