[ENH] Allow using a local test server #1630
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Locally, MinIO already has more parquet files than on the test server.
Note that the previously strategy didn't work anymore if the server returned a parquet file, which is the case for the new local setup.
This means it is not reliant on the evaluation engine processing the dataset. Interestingly, the database state purposely seems to keep the last task's dataset in preparation explicitly (by having processing marked as done but having to dataset_status entry).
PGijsbers
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Jan 30, 2026
tests/files/localhost:8080
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## main #1630 +/- ##
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Coverage 52.75% 52.75%
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Update the tests to allow connecting to a local test server instead of a remote one (requires openml/services#13).
Running the tests locally:
Locally start the services (as defined in [WIP] Update to function as out-of-the-box test server services#13) using
docker compose --profile "rest-api" --profile "evaluation-engine" up -d. Startup can take a few minutes, as currently the PHP container still builds the ES indices from scratch.I noticed that the
start_periodfor some services isn't sufficient on my M1 Mac, possibly due to some containers requiring Rosetta to run, slowing things down. You can recognize this by the services reporting "Error" while the container remains running. To avoid this, you can either increase thestart_periodof the services (mostly elastic search and php api), or you can simply run the command again (the services are then already in healthy state and the services that depended on it can start successfully).The following containers should run: openml-test-database, openml-php-rest-api, openml-nginx, openml-evaluation-engine, openml-elasticsearch, openml-minio
Update the
openml/config.py'sTEST_SERVER_URLvariable to"http://localhost:8000".Run the tests (
python -m pytest -m "not production" tests).This PR builds off unmerged PR #1620.