[Cherry-Pick]FD statistical#5646

[luukunn]

Motivation

💡 If this PR is a Cherry Pick, the PR title needs to follow the format by adding the [Cherry-Pick] label at the very beginning and appending the original PR ID at the end. For example, [Cherry-Pick][CI] Add check trigger and logic(#5191)

💡 如若此PR是Cherry Pick，PR标题需遵循格式，在最开始加上[Cherry-Pick]标签，以及最后面加上原PR ID，例如[Cherry-Pick][CI] Add check trigger and logic(#5191)

Modifications

Add an information reporting function; it will automatically report when the service is launched. For specific details

Usage or Command

Automatic reporting is enabled by default. To disable this feature, set DO_NOT_TRACK="1".

Accuracy Tests

Checklist

• Add at least a tag in the PR title.
  • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• Format your code, run pre-commit before commit.
• Add unit tests. Please write the reason in this PR if no unit tests.
• Provide accuracy results.
• If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

[paddle-bot]

Thanks for your contribution!

[codecov-commenter]

Codecov Report

❌ Patch coverage is 77.14286% with 56 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (release/2.4@ec15a0f). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
fastdeploy/usage/usage_lib.py	77.50%	39 Missing and 15 partials ⚠️
fastdeploy/platforms/base.py	50.00%	1 Missing ⚠️
fastdeploy/worker/gpu_worker.py	66.66%	0 Missing and 1 partial ⚠️

Additional details and impacted files

@@              Coverage Diff               @@
##             release/2.4    #6277   +/-   ##
==============================================
  Coverage               ?   57.08%           
==============================================
  Files                  ?      332           
  Lines                  ?    41608           
  Branches               ?     6347           
==============================================
  Hits                   ?    23752           
  Misses                 ?    15991           
  Partials               ?     1865           

Flag	Coverage Δ
GPU	57.08% <77.14%> (?)

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.