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path: root/gn3/db/partial_correlations.py
AgeCommit message (Expand)Author
2022-05-06Fix linting and typing errorsFrederick Muriuki Muriithi
2022-05-05Compute partial correlation with selected traits...Compute partial correlations against a selection of traits rather than against an entire dataset. Frederick Muriuki Muriithi
2022-02-21Fix minor issues introduced while fixing linting errorsFrederick Muriuki Muriithi
2022-02-21Fix a myriad of linter issues...* Use `with` in place of plain `open` * Use f-strings in place of `str.format()` * Remove string interpolation from queries - provide data as query parameters * other minor fixes Frederick Muriuki Muriithi
2022-02-21Test partial corrs API with mix of existing and non-existing control traits...Test that the partial correlations endpoint handles a mix of existing and non-existing control traits gracefully and issues a warning to the user. Summary of changes: * gn3/computations/partial_correlations.py: Issue a warning for all non-existing control traits * gn3/db/partial_correlations.py: update queries - use `INNER JOIN` for tables instead of comma-separated list of tables * tests/integration/conftest.py: Add `db_conn` fixture to provide a database connection to the tests. This will probably be changed in the future to connect to a temporary database for tests. * tests/integration/test_partial_correlations.py: Add test to check for correct behaviour with a mix of existing and non-existing control traits Frederick Muriuki Muriithi
2022-02-19Test partial corrs endpoint with non-existing control traits...Test that if the endpoint is queried and not a single one of the control traits exists in the database, then the endpoint will respond with a 404 (not-found) status code. Summary of changes: * gn3/computations/partial_correlations.py: Check whether any control trait is found. If none is found, return "not-found" message. * gn3/db/partial_correlations.py: Fix bug in Geno query. * tests/integration/test_partial_correlations.py: Add test for non-existing control traits. Rename function to make it clearer what it is testing for. Remove obsoleted comments. Frederick Muriuki Muriithi
2022-02-18Remove code trying to query non-existent `TempFreeze` table...The code was migrated from GN1 with a faulty assumption that all trait types have a corresponding `*Freeze` table in the database. This assumption is not true for the `Temp` traits. This commit removes the buggy code. Frederick Muriuki Muriithi
2022-02-18Test partial correlations endpoint with non-existent primary traits...Test that the partial correlations endpoint responds with an appropriate "not-found" message and the corresponding 404 status code in the case where a request is made and the primary trait requested for does not exist in the database. Summary of the changes in each file: * gn3/api/correlation.py: generalise the building of the response * gn3/computations/partial_correlations.py: return with a "not-found" if the primary trait does not exist in the database * gn3/db/partial_correlations.py: Fix a number of bugs that led to exceptions in the case that the primary trait did not exist * pytest.ini: register a `slow` pytest marker * tests/integration/test_partial_correlations.py: Add a new test to check for an appropriate 404 response in case of a primary trait that does not exist in the database. Frederick Muriuki Muriithi
2022-01-10Fix dataset retrieval query for `Geno` traits...Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi Frederick Muriuki Muriithi
2022-01-10Surround statement with parens for readabilityFrederick Muriuki Muriithi
2022-01-10Convert keys to string...* Some traits have a name composed of all numerals, which leads to the names being interpreted as numbers. This commit forces them to string to avoid subtle bugs where the code fails. Frederick Muriuki Muriithi
2022-01-10Fix error in query: Replace '=' with 'IN'Frederick Muriuki Muriithi
2022-01-10Rework database functions to fetch multiple items...Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * In an attempt to optimise the performance of the partial correlations feature, this commit reworks some database access functions to fetch multiple items from the database, per query, unlike their original forms which would fetch a single item per query. This reduces queries to the database, and should hopefully improve the responsiveness of the partial correlations feature. Frederick Muriuki Muriithi