Project-MONAI / Project-MONAI/MONAILabel
Add monitoring metrics based on prometheus
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backlog
- Dominant language
- Python
- Stars
- 891
- Forks
- 269
- Avg merge
- 15h 41m
- Merged PRs (30d)
- 1
Description
X axis
- Track latency per request
- Track latency per model
Y axis
- Capture latencies for pre/post, infer, write
- Capture latencies for each transform
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked Prometheus documentation and trace how requests, models, and transforms are represented in the project. Define how latency should be captured for each listed scope: per request, per model, pre/post, inference, writing, and each transform. Done means the monitoring metrics cover all of those dimensions.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- prometheus, python
- Domain
- observability
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100