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2022-04-07Add method for parsing a csv header from uploaded sample-data fileBonfaceKilz
* gn3/csvcmp.py (parse_csv_column): New function. * tests/unit/test_csvcmp.py: Test case for the above.
2022-04-01Run python-black in fileBonfaceKilz
* gn3/csvcmp.py: Run "black -l 79 ..." * tests/unit/db/test_sample_data.py: Ditto. * tests/unit/test_csvcmp.py: Ditto.
2022-03-18Clean all csv fields before diffingBonfaceKilz
There was a subtle bug where "csvdiff" generated an error related to "different column headings" caused something akin to diffing: "a, b \n, ..." with "a, b\n, ...". * gn3/csvcmp.py (csv_diff): Clean csv texts before any diffing. * tests/unit/test_csvcmp.py (test_csv_diff_same_columns): Modify test case to capture aforementioned bug.
2022-03-18Create new function for cleaning individual fields in csv textBonfaceKilz
* gn3/csvcmp.py (clean_csv_text): New function. * tests/unit/test_csvcmp.py: Import "csv_text". (test_clean_csv_text): Test case for the above.
2022-03-15Feature/refactored pca (#79)Alexander Kabui
* compute zscore function * test case for computing zscore * function to compute pca * generate scree plot data * generate new pca trait data from zscores and eigen_vec * remove redundant functions * generate factor loading table data * generate pca temp dataset dict * variable naming and error fixes * unit test for processing factor loadings * minor fixes for generating temp pca dataset * pass datetime as argument to generate_pca temp dataset function * add unittest for caching pca datasets * cache temp datasets * ignore missing imports for sklearn * mypy fixes * pylint fixes * refactor tests for pca * remove ununsed imports * fix for generating pca traits vals * mypy and code refactoring * pep8 formatting and add docstrings * remove comments /pep8 formatting * sort eigen vectors based on eigen values * minor fix for zscores * fix for rounding variance ratios * refactor tests * rename module to pca * rename datasets to traits * fix failing tests * fix caching function * fixes return x and y coordinates for scree plot * expand exception scope * fix for deprecated numpy.matrix function * fix for failing tests * pep8 fixes * remove comments * fix merge conflict * pylint fixes * rename module name to test_pca
2022-03-14Sort import linesBonfaceKilz
2022-03-14Given a csv text and permissible headers, extract invalid headersBonfaceKilz
* gn3/csvcmp.py (extract_invalid_csv_headers): New function. * tests/unit/test_csvcmp.py: Import "extract_invalid_csv_headers". (test_extract_invalid_csv_headers_with_some_wrong_headers): Test case for the above.
2022-03-14Get all permissible column dataBonfaceKilz
* gn3/csvcmp.py: Import "Any" and "List". (get_allowable_sampledata_headers): New function. * tests/unit/test_csvcmp: Import "get_allowable_sampledata_headers". (test_get_allowable_csv_headers): Test case for the above.
2022-03-12Fix pylint errors in unit_testsBonfaceKilz
2022-03-12Append the strain name when extracting "actions"BonfaceKilz
* gn3/db/sample_data.py (__extract_actions): During updates, make sure that the strain name is part of the returned string when extracting "actions". * tests/unit/db/test_sample_data.py: Add test cases for the above.
2022-03-12Apply auto-pep8 to sample_data.py and it's test fileBonfaceKilz
2022-03-12Update how data is updated by re-using existing functionsBonfaceKilz
* gn3/db/sample_data.py (get_sample_data_ids): Re-use "delete_sample_data" and "insert_sample_data" when updating data; and also add logic for updating modified data. * tests/unit/db/test_sample_data.py: Add tests for the above.
2022-03-12Create action dict that's created when updating dataBonfaceKilz
* gn3/db/sample_data.py (__extract_actions): An update on a vector of data can contain: inserts, deletes and updates. This functions extracts these actions during an update. * tests/unit/db/test_sample_data.py (test_extract_actions): Add test-case for the above.
2022-03-12Add test cases for inserting and deleting dataBonfaceKilz
* tests/unit/db/test_sample_data.py (test_insert_sample_data): Test inserting data. (test_delete_sample_data): Test deleting data.
2022-03-12Fill in empty values in csv text with: "x"BonfaceKilz
* gn3/csvcmp.py (fill_csv): Update this function to allow empty lists to be filled with the default value(set in the args). * tests/unit/test_csvcmp.py (test_fill_csv): Update test to capture above.
2022-03-12Remove test cases related to sample dataBonfaceKilz
Most of this functions were moved to their own module.
2022-03-12Extract a strain name given a csv string and it's headerBonfaceKilz
* gn3/csvcmp.py (extract_strain_name): New function. * gn3/db/sample_data (delete_sample_data): Use the aforementioned function. (insert_sample_data): Ditto. * tests/unit/test_csvcmp: Test cases for above.
2022-03-12Don't add extra key "Column" to dict if there are no changesBonfaceKilz
gn3/csvcmp.py (csv_diff): If the diff is empty, don't add an extra key "Column" to the dictionary. tests/unit/test_csvcmp (test_csv_diff_only_column_change): Add test-case for the above.
2022-03-12Test edges cases for csv files when running csvdiffBonfaceKilz
* tests/unit/test_csvcmp.py (test_csv_diff): Delete it. (test_csv_diff_same_columns): Test csv_diff against csv texts with the same columns. (test_csv_diff_different_columns): Test csv texts against csv texts with different varying columns.
2022-03-12Create new method for filling csv with a default valueBonfaceKilz
* gn3/csvcmp.py (fill_csv): Given a csv text with uneven or incomplete fields whole length are less than width, fill them with a value which defaults to "x". * tests/unit/test_csvcmp.py (test_fill_csv): Test cases for the above.
2022-03-12Add methods for working with csv dataBonfaceKilz
gn3/csvcmp.py: New file (create_dirs_if_not_exists): From a list of dirs, create them if they don't exist. (remove_insignificant_edits): Given a dict with a "Modification" key, remove edits with "delta < ε". (csv_diff): Generate a csv_diff using the "csvdiff" tool packaged in guix. tests/unit/test_csvcmp.py: Add some tests for "gn3/csvcmp.py"
2022-03-12Append case attributes to csv data if they existBonfaceKilz
2022-03-11Fix some linting issuesFrederick Muriuki Muriithi
2022-03-08Remove unused function and its testsFrederick Muriuki Muriithi
2022-03-08Fix tests, and issues caught by testsFrederick Muriuki Muriithi
Fix some issues caught by tests due to changes introducing the hand-off of the partial correlations computations to an external process Fix some issues due to the changes that introduce context managers for database connections Update some tests to take the above two changes into consideration
2022-02-24gn3: Explicitly specify UTF-8 to be the file encoding.Arun Isaac
When the encoding is not specified explicitly, the system default encoding is used. This is not recommended. * gn3/computations/ctl.py (call_ctl_script), gn3/computations/gemma.py (generate_pheno_txt_file), gn3/computations/parsers.py (parse_genofile), gn3/computations/partial_correlations.py (partial_correlations_fast), gn3/computations/rqtl.py (process_rqtl_output, process_perm_output), gn3/computations/wgcna.py (dump_wgcna_data, call_wgcna_script), gn3/fs_helpers.py (jsonfile_to_dict): Explicitly specify UTF-8 to be the file encoding. * tests/unit/computations/test_gemma.py (TestGemma.test_generate_pheno_txt_file), tests/unit/computations/test_wgcna.py (TestWgcna.test_create_json_file): Test for call to open with encoding='utf-8' argument.
2022-02-21Fix minor issues introduced while fixing linting errorsFrederick Muriuki Muriithi
2022-02-21Fix a myriad of linter issuesFrederick Muriuki Muriithi
* 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
2022-02-21Add test to ensure samples are read correctly from .geno filesFrederick Muriuki Muriithi
* tests/unit/db/test_genotypes2.py: New file
2022-02-18Remove erroneous test based on wrong assumptionsFrederick Muriuki Muriithi
Related to commit 75dcfe295af57b16428c586cc11dbaa827a5feba This commit removes the related test that was checking for the wrong thing.
2022-02-17Use pytest's "mark" feature to categorise testsFrederick Muriuki Muriithi
Use pytest's `mark` feature to explicitly categorise the tests and run them per category
2022-02-17Add property tests for `dictify_by_samples`Frederick Muriuki Muriithi
Add property tests using pytest and hypothesis to test that the expected properties hold for the `gn3.computations.partial_correlations.dictify_by_samples` function.
2022-02-09Remove obsolete `PublishFreeze` tableFrederick Muriuki Muriithi
2022-01-05test_traits.py: Update failing testBonfaceKilz
2021-12-14linting: Fix obvious linting issuesFrederick Muriuki Muriithi
2021-12-14Provide expected values to use for testsFrederick Muriuki Muriithi
2021-12-10refactor sample r unittestsAlexander Kabui
2021-12-10refactor unittest for normalizing sample valuesAlexander Kabui
2021-11-29Update test for data changesFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
2021-11-23Fix a myriad of linting errorsFrederick Muriuki Muriithi
* Fix linting errors like: - Unused variables - Undeclared variable errors (mostly caused by typos, and wrong names) - Missing documentation strings for functions etc.
2021-11-22Add test to query buildersFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Add some tests for the query builders to ensure that the queries are built up correctly.
2021-11-19Avoid rounding: compare floats approximatelyFrederick Muriuki Muriithi
Notes: https://github.com/genenetwork/genenetwork3/pull/56#issuecomment-973798918 * As mentioned in the notes, rather than rounding to an arbitrary number of decimal places, it is a much better practice to use approximate comparisons of floats for the tests.
2021-11-19Replace use of assert_allclose. Disable linter errorFrederick Muriuki Muriithi
Notes: https://github.com/genenetwork/genenetwork3/pull/56#issuecomment-973798918 * From the notes above, the assert_allclose is a better function for figuring out what failed, unlike the allclose that simply just returns a True/False value. This commit restores the use of the assert_allclose function, and then disables the linter error due to the fact that there is no use of the `self` keyword.
2021-11-18Fix some linting errorsFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Fix some obvious linting errors and remove obsolete code
2021-11-18Replace code migrated from R with pingouin functionsFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Replace the code that was in the process of being migrated from R in GeneNetwork1 with calls to pingouin functions that achieve the same thing. Since the functions in this case are computing correlations and partial correlations, rather than having home-rolled functions to do that, this commit makes use of the tried and tested pingouin functions. This avoids complicating our code with edge-case checks, and leverages the performance optimisations done in pingouin.
2021-11-15Fix bugs in recursive partial correlationsFrederick Muriuki Muriithi
* gn3/computations/partial_correlations.py: Remove rounding. Fix computation of remaining covariates * tests/unit/computations/partial_correlations_test_data/pcor_rec_blackbox_test.txt: reduce the number of covariates to between one (1) and three (3) * tests/unit/computations/test_partial_correlations.py: fix some minor bugs It turns out that the computation complexity increases exponentially, with the number of covariates. Therefore, to get a somewhat sensible test time, while retaining a large-ish number of tests, this commit reduces the number of covariates to between 1 and 3.
2021-11-15Fix the columns in built data frameFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * When the z value is a Sequence of sequences of values, each of the internal sequences should form a column of its own, and not a row, as it was originally set up to do.
2021-11-12Merge branch 'main' of github.com:genenetwork/genenetwork3 into ↵Frederick Muriuki Muriithi
partial-correlations
2021-11-12Pass in parser function for flexibilityFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * To improve the usefulness of already existing code, provide the parser function as an argument to the `parse_input_line` function. This was found to be useful when writing code to compare the `pcor.test` function in GN1 and the `pingouin.partial_corr` function. The format of the data generated when getting results for the `pcor.test` function shared a lot with that of the `pcor.rec` function, but it was different in a few, places, and the differences were non-trivial, needing different parsing processes. In such a case, it was found necessary to just pass in the function to do the actual parsing, rather than create code with the same form as the existing one, save for the function being called.
2021-11-11Reimplement correlations2.compute_correlation using pearsonr.Arun Isaac
correlations2.compute_correlation computes the Pearson correlation coefficient. Outsource this computation to scipy.stats.pearsonr. When the inputs are constant, the Pearson correlation coefficient does not exist and is represented by NaN. Update the tests to reflect this. * gn3/computations/correlations2.py: Remove import of sqrt from math. (compute_correlation): Reimplement using scipy.stats.pearsonr. * tests/unit/computations/test_correlation.py: Import math. (TestCorrelation.test_compute_correlation): When inputs are constant, set expected correlation coefficient to NaN.
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