feat: 为商店测试新增步骤总结与使用 logging 格式化日志

[BigOrangeQWQ]

close #278

[codecov]

Codecov Report

Attention: Patch coverage is 92.10526% with 3 lines in your changes missing coverage. Please review.

Project coverage is 91.33%. Comparing base (a8b53c3) to head (8442809).
Report is 1 commits behind head on main.

✅ All tests successful. No failed tests found.

Files with missing lines	Patch %	Lines
src/providers/utils.py	80.00%	2 Missing ⚠️
src/providers/store_test/store.py	94.11%	1 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #297   +/-   ##
=======================================
  Coverage   91.33%   91.33%           
=======================================
  Files          39       40    +1     
  Lines        2135     2159   +24     
=======================================
+ Hits         1950     1972   +22     
- Misses        185      187    +2     

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