Remove legacy discovery tools list_estimators, search_estimators in favour of new tools query_registry, describe_component#463
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Jun 4, 2026
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Overall, this looks like an improvement.
However, can you please make sure to include docstrings to all important functions and classes? Please have a look how sktime does this. Preferably in the same numpydoc adjacent style that sktime uses.
Otherwise, it becomes really hard to review changes, especially if they are subtle changes.
E.g., I have the question what the new target variable means and which values it can assume, but there is no piece of documentation that would tell me.
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@fkiraly thanks for the feedback, I will try updating all of the PRs with the suitable doc strings to let the maintainers understand the pieces of code easily... |
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…cribe_estimator, get_available_tags in favor of unified query_registry and describe_component everywhere
…r and return schema documentation
Add accurate query_registry and describe_component tool schemas in server.py, document that tag values are typed (not all boolean), and remove the redundant hyperparameters key from describe_component responses. Co-authored-by: Cursor <cursoragent@cursor.com>
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Heyy @fkiraly can you please check the latest state of this PR? |
This was referenced Jun 12, 2026
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Reference Issues/PRs
Fixes #461
Independence: This PR is rebased on latest
mainand does not depend on any other open PR. It can be merged on its own.What does this implement/fix? Explain your changes.
This pull request removes the legacy discovery tools (
list_estimators,search_estimators,describe_estimator, andget_available_tags) and routes discovery through unified replacements:query_registry— unified registry search (estimators, tags, metrics)describe_component— detailed info for any sktime component classChanges:
server.pydescribe_estimator.py→describe_component.pylist_estimators.pyinternals used byquery_registrytests/test_core.pyandtests/test_discovery_consolidated.pyREADME.md,docs/source/implementation.md,docs/source/usage-examples.mdDoes your contribution introduce a new dependency? If yes, which one?
No.
What should a reviewer concentrate their feedback on?
query_registryanddescribe_componentwork for estimators, tags, and paginationAny other comments?
Rebased on latest
main.make checkpasses locally.PR checklist
For all contributions
make check).docs/source/.