Search space editing

[andycylmeta]

Summary: Currently, when updating search spaces for an experiment, the entire search space needs to be specified. There are feedbacks mentioning this is hard to use, especially when the search space has many parameters. This diff ads a method "udpate_parameters" which only updates the values for an existing range parameters in the the search space.

Differential Revision: D93766951

[meta-codesync]

@andycylmeta has exported this pull request. If you are a Meta employee, you can view the originating Diff in D93766951.

[codecov-commenter]

Codecov Report

❌ Patch coverage is 97.70115% with 2 lines in your changes missing coverage. Please review.
✅ Project coverage is 96.80%. Comparing base (052a554) to head (a88c03e).

Files with missing lines	Patch %	Lines
ax/service/ax_client.py	93.10%	2 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #4945   +/-   ##
=======================================
  Coverage   96.80%   96.80%           
=======================================
  Files         595      595           
  Lines       63193    63280   +87     
=======================================
+ Hits        61173    61258   +85     
- Misses       2020     2022    +2     

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