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2022-06-21db: correlations: Ignore pylint errorBonfaceKilz
* gn3/db/correlations.py (__fetch_data__): Ignore "Too many args" [R0913] error.
2022-06-21db: correlations: Ignore typesBonfaceKilz
* gn3/db/correlations.py (__build_query__): Ignore the "sample_ids" and "joins" types when calling build_query_sgo_lit_corr (fetch_all_database_data): Ignore the return type. TODO: Ping Alex/Arun to fix this.
2022-06-21db: datasets.py: Ignore results from sparql.queryAndConvertBonfaceKilz
ATM, it's very difficult to work the correct type that is returned. Ignore this for now and fix this later.
2022-06-20gn3: genodb: Retire get function.Arun Isaac
* gn3/genodb.py (get): Delete function. (matrix): Use db.txn.get instead of get.
2022-06-20gn3: genodb: Match class and function names of GenotypeMatrix.Arun Isaac
* gn3/genodb.py (GenotypeMatrix): Match class and function names.
2022-06-20gn3: genodb: Remove db, nrows and ncols fields from GenotypeMatrix.Arun Isaac
db is unused. nrows and ncols are available in the array and transpose numpy arrays. * gn3/genodb.py (GenotypeMatrix)[db, nrows, ncols]: Delete fields. * gn3/genodb.py (matrix): Do not initialize db, nrows and ncols fields.
2022-06-20gn3: genodb: Mention reading entire matrix in module docstring.Arun Isaac
* gn3/genodb.py: Mention reading entire matrix in module docstring.
2022-06-20Restrict partial correlation method choicesFrederick Muriuki Muriithi
- Have "Pearson's r" and "Spearman's rho" as the only valid choices for the partial correlations
2022-06-17gn3: genodb: Rename Matrix named tuple to GenotypeMatrix.Arun Isaac
* gn3/genodb.py (Matrix): Rename to GenotypeMatrix. (matrix): Update invocation of Matrix.
2022-06-17gn3: genodb: Allow retrieval of the entire genotype matrix.Arun Isaac
* gn3/genodb.py: Document nparray in the module docstring. (nparray): New function.
2022-06-17gn3: genodb: Read optimized storage for the current matrix.Arun Isaac
The genotype database now stores the current version of the matrix alone in a read-optimized form, while storing the older versions of the matrix in a more compressed form. We are only interested in the current version of the matrix. So, always use the read optimized storage. * gn3/genodb.py (Matrix)[row_pointers, column_pointers]: Delete fields. [array, transpose]: New fields. * gn3/genodb.py (matrix, row, column): Read from read-optimized storage. (vector_ref): Delete function.
2022-06-09gn3: genodb: Remove blank line in module docstring.Arun Isaac
* gn3/genodb.py: Remove blank line in module docstring.
2022-06-09gn3: genodb: Rewrite without classes.Arun Isaac
We rewrite genodb using only functions. This makes for much more readable code. * gn3/genodb.py: Rewrite without classes.
2022-06-08gn3: genodb: Support reading columns.Arun Isaac
* gn3/genodb.py (Matrix.__init__): Retrieve column pointers from database. (row): Abstract out vector access code to ... (Matrix.__vector): ... here. (Matrix.column): New method.
2022-06-08gn3: genodb: Read only the most recent genotype matrix.Arun Isaac
The genotype database format now supports versioning of matrices. So, we update genodb.py to return only the most recent genotype matrix. * gn3/genodb.py (GenotypeDatabase.matrix): Return only the most recent genotype matrix.
2022-06-08gn3: genodb: Open genotype database in read-only mode.Arun Isaac
* gn3/genodb.py (GenotypeDatabase.__init__): Open genotype database in read-only mode.
2022-06-08gn3: genodb: Do not create genotype database if it does not exist.Arun Isaac
* gn3/genodb.py (GenotypeDatabase.__init__): Do not create genotype database if it does not exist.
2022-06-08gn3: genodb: Decide on little endianness.Arun Isaac
It has been decided that the genotype database will use little endianness wherever applicable. * gn3/genodb.py (Matrix.__init__): Remove TODO note to decide on endianness.
2022-06-08gn3: genodb: Do not terminate database strings with null.Arun Isaac
* gn3/genodb.py (GenotypeDatabase.get_metadata, GenotypeDatabase.matrix): Do not terminate database strings with the null character.
2022-06-03gn3: Add genodb.Arun Isaac
genodb is a tiny library to read our new genotype database file format. * gn3/genodb.py: New file.
2022-05-31Remove unnecessary statementFrederick Muriuki Muriithi
2022-05-31Extract utility functions from `fetch_all_database_data`Frederick Muriuki Muriithi
Extract the utility functions to help with understanding the what the `fetch_all_database_data` function is doing. This helps with maintenance.
2022-05-30Pass trait data as args to `fix_strains` and fix some bugsFrederick Muriuki Muriithi
The `fix_strains` function works on the trait data, not the basic trait info. This commit fixes the arguments passed to the function, and also some bugs in the function.
2022-05-27Move sql for CRUD operations on case-attrs from gn2 to gn3BonfaceKilz
2022-05-27Move sql for modifying case-attributes from gn2 to gn3BonfaceKilz
2022-05-27Return all the results from CaseAttributes column as isBonfaceKilz
* gn3/db/sample_data.py: Remove "collections" import. Add "Optional" import. (get_case_attributes): Return the results of "fetchall" from the case attributes. * tests/unit/db/test_sample_data.py (test_get_case_attributes): Update failing test.
2022-05-26Add Endpoint to get menu items for use in UIFrederick Muriuki Muriithi
2022-05-24Run partial correlations with external scriptFrederick Muriuki Muriithi
Use new external script to run the partial correlations for both cases, i.e. - against an entire dataset, or - against selected traits
2022-05-24New script to compute partial correlationsFrederick Muriuki Muriithi
* Add a new script to compute the partial correlations against: - a select list of traits, or - an entire dataset depending on the specified subcommand. This new script is meant to supercede the `scripts/partial_correlations.py` script. * Fix the check for errors * Reorganise the order of arguments for the `partial_correlations_with_target_traits` function: move the `method` argument before the `target_trait_names` argument so that the common arguments in the partial correlation computation functions share the same order.
2022-05-21Fix linting errorsFrederick Muriuki Muriithi
2022-05-21Use multiprocessing to improve performanceFrederick Muriuki Muriithi
2022-05-21Process primary, target and control traits in a single iterationFrederick Muriuki Muriithi
Rework the code to process the traits in a single iteration to improve performance.
2022-05-21Return generator object rather than tuplesFrederick Muriuki Muriithi
Return generator objects rather than pre-computed tuples to reduce the number of iterations needed to process the data, and thus improve the performance of the system somewhat.
2022-05-16Run computation in one-shot asynchronous processFrederick Muriuki Muriithi
After reworking the worker/runner to have a one-shot mode, add a function that queues up the task and then runs the worker in the one-shot mode to process the computation in the background.
2022-05-06Fix linting and typing errorsFrederick Muriuki Muriithi
2022-05-06Hook up pcorrs with target traits computationsFrederick Muriuki Muriithi
Enable the endpoint to actually compute partial correlations with selected target traits rather than against an entire dataset. Fix some issues caused by recent refactor that broke pcorrs against a dataset
2022-05-05Compute partial correlation with selected traitsFrederick Muriuki Muriithi
Compute partial correlations against a selection of traits rather than against an entire dataset.
2022-05-05Extract common error checking. Rename function.Frederick Muriuki Muriithi
* Extract the common error checking code into a separate function * Rename the function to make its use clearer
2022-05-03Refactor: Remove unnecessary loopFrederick Muriuki Muriithi
Remove an unnecessary looping construct to help with speeding up the partial correlations somewhat.
2022-04-29Replace whole header with the longest one, instead of just thezsloan
non-CaseAttribute headers (before this caused issues if someone was adding case attributes to a file that already contained some case attributes)
2022-04-29Get max string length instead when comparing headerszsloan
Apparently max(string1, string2) in Python gets the strong that is highest alphabetically, but I'm pretty sure this line was intenteded to get the header with the most items (which this commit doesn't fully address; you could still end up with a situation where some case attributes were removed while others were added, though that should be rare)
2022-04-12Delete "get_allowable_sampledata_headers"BonfaceKilz
* gn3/csvcmp.py (get_allowable_sampledata_headers): Delete it. * tests/unit/test_csvcmp.py: Remove "get_allowable_sampledata_headers" import. (test_get_allowable_csv_headers): Delete it.
2022-04-12Strip any newline, tab or carriage-return chars from sample dataBonfaceKilz
* gn3/db/sample_data.py (get_trait_csv_sample_data): Strip out "\n", "\t", or "\r" from the sample data. See: <https://issues.genenetwork.org/issues/csv-error-ITP_10001-longevity-data-set.html>
2022-04-07Fix pylint errorsBonfaceKilz
2022-04-07Fix mypy errorBonfaceKilz
2022-04-07Use case attribute id inside brackets if present during insertionsBonfaceKilz
* gn3/db/sample_data.py (delete_sample_data): If an id is present in the column header, use it. * tests/unit/db/test_sample_data.py (test_delete_sample_data): Update tests to capture the above.
2022-04-07Use case attribute id inside brackets if present during insertionsBonfaceKilz
* gn3/db/sample_data.py (insert_sample_data): If an id is present in the column header, use it. * tests/unit/db/test_sample_data.py (test_insert_sample_data): Update tests to capture the above.
2022-04-07Use case attribute id inside brackets if present during updatesBonfaceKilz
* gn3/db/sample_data.py: Import "parse_csv_column". (update_sample_data): If an id is present in the column header, use it. * tests/unit/db/test_sample_data.py (test_update_sample_data): Update tests to capture the above.
2022-04-07Add method for fetching the case_attributesBonfaceKilz
* gn3/db/sample_data.py (get_case_attributes): New function. * tests/unit/db/test_sample_data.py (test_get_case_attributes): Test case for the above.
2022-04-07Run python black on fileBonfaceKilz
* gn3/db/sample_data.py: Run "python black -l 79 ..."
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