[Enhancement] Optimize log printing

[weihubeats]

Before Creating the Enhancement Request

• I have confirmed that this should be classified as an enhancement rather than a bug/feature.

Summary

Unnecessary Performance Overhead: String concatenation using + creates new StringBuilder and String objects before the log method is called.

Motivation

Optimize log printing

Describe the Solution You'd Like

Optimize log printing

Describe Alternatives You've Considered

no

Additional Context

No response