AgentOps Runtime Logging Implementation

[bboynton97]

Why are these changes needed?

This PR adds AgentOps as an optional integration with autogen

• Extends the Runtime Logger to support additional logging calls
• Adds a source field to a number of logging functions
• Adds agentops_logging.py for agent observability
• A few type issues
• A few typos

Checks

• I've included any doc changes needed for https://microsoft.github.io/autogen/. See https://microsoft.github.io/autogen/docs/Contribute#documentation to build and test documentation locally.
• I've added tests (if relevant) corresponding to the changes introduced in this PR.
• I've made sure all auto checks have passed.

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 41.30435% with 27 lines in your changes missing coverage. Please review.

Project coverage is 23.41%. Comparing base (f9d3fda) to head (7ce5af0).
Report is 10 commits behind head on main.

Files	Patch %	Lines
autogen/logger/sqlite_logger.py	25.00%	12 Missing ⚠️
autogen/logger/file_logger.py	26.66%	11 Missing ⚠️
autogen/runtime_logging.py	71.42%	1 Missing and 1 partial ⚠️
autogen/agentchat/conversable_agent.py	66.66%	1 Missing ⚠️
autogen/oai/client.py	0.00%	1 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##             main    #2682       +/-   ##
===========================================
- Coverage   33.88%   23.41%   -10.48%     
===========================================
  Files          87       88        +1     
  Lines        9422     9559      +137     
  Branches     2011     2194      +183     
===========================================
- Hits         3193     2238      -955     
- Misses       5961     7081     +1120     
+ Partials      268      240       -28     

Flag	Coverage Δ
unittests	23.33% <41.30%> (-10.55%)	⬇️

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[Hk669]

@bboynton97 kindly use the pre-commit run --all-files to avoid the code formatting failure.

[bboynton97]

everything should pass now :) @Hk669

[Hk669]

everything should pass now :) @Hk669

@bboynton97 the type check is failing https://github.com/microsoft/autogen/actions/runs/9362114414/job/25770274137?pr=2682

[bboynton97]

everything should pass now :) @Hk669

@bboynton97 the type check is failing https://github.com/microsoft/autogen/actions/runs/9362114414/job/25770274137?pr=2682

i just committed the fix to that

[Hk669]

i just committed the fix to that

that is for the formatting. check the https://github.com/microsoft/autogen/actions/runs/9362114414/job/25770274137?pr=2682 to understand the failure. Thanks

[Hk669]

@bboynton97 Thanks for the PR. looks good to me.

[areibman]

Any other changes we should make? Or are we waiting for something else to merge first? @Hk669 @sonichi @ekzhu

[Hk669]

Any other changes we should make? Or are we waiting for something else to merge first? @Hk669 @sonichi @ekzhu

let me confirm and let you know the further details. Thanks