Add an ilab tab to the CPT dashboard UI
#124
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This adds the basic UI to support comparison of the metrics of two InstructLab runs. This compares only the primary metrics of the two runs, in a relative timeline graph. This is backed by cloud-bulldozer#125, which is backed by cloud-bulldozer#124, which is backed by cloud-bulldozer#123, which is backed by cloud-bulldozer#122. These represent a series of steps towards a complete InstructLab UI and API, and will be reviewed and merged from cloud-bulldozer#122 forward.
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This adds the basic UI to support comparison of the metrics of two InstructLab runs. This compares only the primary metrics of the two runs, in a relative timeline graph. This is backed by cloud-bulldozer#125, which is backed by cloud-bulldozer#124, which is backed by cloud-bulldozer#123, which is backed by cloud-bulldozer#122. These represent a series of steps towards a complete InstructLab UI and API, and will be reviewed and merged from cloud-bulldozer#122 forward.
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This encapsulates substantial logic to encapsulate interpretation of the Crucible Common Data Model OpenSearch schema for the use of CPT dashboard API components. By itself, it does nothing.
This uses `black`, `isort` and `flake8` to check code quality, although failure is ignored until we've cleaned it up (which has begin in PR cloud-bulldozer#139 against the `revamp` branch). Minimal unit testing is introduced, generating a code coverage report. The text summary is added to the Action summary page, and the more detailed HTML report is stored as an artifact for download. NOTE: The GitHub Action environment is unhappy with `uvicorn` 0.15; upgrading to the latest 0.32.x seems to work and hasn't obviously broken anything else.
`crucible_svc.py` test coverage is now at 97%. While the remaining 3% is worth some effort later, the law of diminishing returns will require A significant additional effort; and since subsequent ILAB PRs will change some of the service code anyway it's good enough for now.
Provide the `api/v1/ilab` API endpoint to allow a client to query collected data on a Crucible CDM OpenSearch instance through the `crucible_svc` service layer. It is backed by the Crucible layer added in cloud-bulldozer#122, so only the final commit represents changes in this PR.
This covers 100% of the ilab.py API module using `FastAPI`'s `TestClient`. This proved ... interesting ... as the FastAPI and Starlette versions we use are incompatible with the underlying httpx version ... TestClient init fails in a way that can't be worked around. (Starlette passes an unknown keyword parameter.) After some experimentation, I ended up "unlocking" all the API-related packages in `project.toml` to `"*"` and letting `poetry update` resolve them, then "re-locked" them to those versions. The resulting combination of modules works for unit testing, and appears to work in a real `./local-compose.sh` deployment as well.
This adds a mechanism to "can" and restore a small prototype ILAB (Crucible CDM) Opensearch database in a pod along with the dashboard back end, front end, and functional tests. The functional tests run entirely within the pod, with no exposed ports and with unique container and pod names, allowing for the possibility of simultaneous runs (e.g., a CI) on the same system. This also has utilities for diagnosing a CDM (v7) datastore and cloning a limited subset, along with creating an Opensearch snapshot from that data to bootstrap the functional test pod. Only a few functional test cases are implemented here, as demonstration. More will be added separately.
This relies on the ilab API in cloud-bulldozer#123, which in turn builds on the crucible service in cloud-bulldozer#122.
dbutenhof
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This adds the basic UI to support comparison of the metrics of two InstructLab runs. This compares only the primary metrics of the two runs, in a relative timeline graph. This is backed by cloud-bulldozer#125, which is backed by cloud-bulldozer#124, which is backed by cloud-bulldozer#123, which is backed by cloud-bulldozer#122. These represent a series of steps towards a complete InstructLab UI and API, and will be reviewed and merged from cloud-bulldozer#122 forward.
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Type of change
Description
This uses #123 (the
ilabAPI endpoint, which in turn relies on #122, thecrucible_svc) to display a tab to view and analyze RHEL AI InstructLab CPT data extracted from a Crucible controller.We can graph Crucible metrics as well as displaying metadata. Subsequent PRs will provide filtering, graph comparisons, and metric value tables.
This is chained from #122 (Crucible service) -> #140 (unit test framework) -> #146 (crucible unit tests) -> #123 (ilab API) -> #155 (API unit tests) -> #158 (functional test framework) -> #124 (ilab UI)
Related Tickets & Documents
Various Jira stories under Epic PANDA-496.
Checklist before requesting a review
Testing
Tested manually against a local backend.