chronos-forecasting/ci/evaluate
Abdul Fatir eac768ce28
Add workflow to run evaluation on a subset of datasets (#222)
*Issue #, if available:*

*Description of changes:* This PR adds a workflow that will run the
evaluation script on `chronos-bolt-small` for a subset of datasets
specified in `ci/evaluate/backtest_configs.yaml`. After evaluation, a
comment will be made on the PR. The workflow will only run if the
`run-eval` label is present on a PR. The end-to-end workflow has been
split into two workflows:

- `eval-model.yml`: only has read access (can be run from forks). This
will evaluate the model and upload the metrics CSV file as a Github
artifact.
- `eval-pr-comment.yml`: has read and write access (can only be run when
in the `main` branch). This will be triggered when the first job
finishes, will download the CSV from the eval job and make the comment.
According to [this
post](https://securitylab.github.com/resources/github-actions-preventing-pwn-requests/),
splitting into two jobs as done here is the recommended and secure way
to do this.

**NOTE**: The first steps works as expected, but we can only test the
second step after the merging because this workflow needs to be part of
the `main` branch for this to work.

By submitting this pull request, I confirm that you can use, modify,
copy, and redistribute this contribution, under the terms of your
choice.

---------

Co-authored-by: Abdul Fatir Ansari <ansarnd@amazon.de>
2024-12-02 10:05:57 +01:00
..
backtest_config.yaml Add workflow to run evaluation on a subset of datasets (#222) 2024-12-02 10:05:57 +01:00