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Enable fork support for Python by default #19158

Description

@lidizheng

Fork support has been added for more than half a year. However, users constantly found it challenging to find documentations about this feature. Yet this feature is made specifically for open source.

To enable fork support, we have several items to finish:

  1. Investigate performance impact to initialization time, RPC latency, etc.
  2. Resolve existing issues related to fork support.

Advices are welcomed.

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