Python CI

support custom invocation id #905

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Run time

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Job	Run time
Lint & Type Check	1m 1s
Batch Evaluation Tests	1m 16s
Core Tests (Python 3.11)	3m 43s
Core Tests (Python 3.10)	4m 11s
MCP End-to-End Tests	51s
Core Tests (Python 3.12)	4m 6s
Upload Coverage	8s
	15m 16s