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[feature][COM][commons] optimize linkis logging and add ai convention docs #5381

@aiceflower

Description

@aiceflower

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  • I had searched in the issues and found no similar feature requirement.

Problem Description

Manager thread pool, JDBC logging, and monitor scheduler need optimization for better performance.

Description

This feature includes three optimizations:

  1. JDBC stack log optimization for complete error traces
  2. Monitor cleanup scheduler timing optimization
  3. Manager thread pool configuration optimization

Use case

  1. Better debugging with complete JDBC stack traces
  2. Improved monitor cleanup task scheduling
  3. Better thread pool performance in production

Solutions

Modified AMUtils, JDBC connection handling, and monitor scheduler configuration.

Anything else

None.

Are you willing to submit a PR?

  • Yes I am willing to submit a PR!

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