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2021-11-09Implement remaining part of `partial_correlation_recursive` functionFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: implement remaining portion of `partial_correlation_recursive` function. * tests/unit/computations/test_partial_correlations.py: add parsing for new data format and update tests
2021-11-09Add new data processing utilityFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/data_helpers.py: New function (`partition_by`) * tests/unit/test_data_helpers.py: Tests for new function Add a function that approximates Clojure's `partition-by` function, to help with processing the data in a more functional way.
2021-11-09Fix bug: if three columns, ensure last is "z"Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Fix a bug, caught when the function is called in a recursive form, with the "z*" columns reducing for each cycle through the recursive form. As it was, the last cycle through the recursive form would end up with a DataFrame with the columns "x", "y", and "z0" rather than the columns "x", "y", "z". This commit handles that edge case to ensure that the column name is changed from "z0" to simply "z".
2021-11-04Partially implement `partial_correlation_recursive`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: Implement one path for the `gn3.computations.partial_correlations.partial_correlation_recursive` function. * gn3/settings.py: Add a setting for how many decimal places to round to * tests/unit/computations/test_partial_correlations.py: Update test to take the number of decimal places into consideration Implement a single path (where the z value is a vector and not a matrix) for the `partial_correlation_recursive` function.
2021-11-04Implement `build_data_frame`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: new function (`build_data_frame`) * tests/unit/computations/test_partial_correlations.py: Add tests for new function Add a new function to build a pandas DataFrame object from the provided values: - x: a vector of floats (represented with a tuple of floats) - y: a vector of floats (represented with a tuple of floats) - z: a vector OR matrix of floats (represented with a tuple of floats or a tuple of tuples of floats)
2021-11-04Create blackbox tests for some functions migrated from RFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: new stub functions (partial_correlation_matrix, partial_correlation_recursive) * tests/unit/computations/partial_correlations_test_data/pcor_mat_blackbox_test.csv: blackbox sample data and results for variance-covariance matrix method * tests/unit/computations/partial_correlations_test_data/pcor_rec_blackbox_test.csv: blackbox sample data and results for recursive method * tests/unit/computations/test_partial_correlations.py: Tests for new function Provide some blackbox testing sample data for checking the operation of the functions migrated from R.
2021-11-01Stub `determine_partials`Frederick Muriuki Muriithi
Issue: * Stub out `determine_partials` which is a migration of `web.webqtl.correlation.correlationFunction.determinePartialsByR` in GN1. The function in GN1 has R code from line 188 to line 344. This will need to be converted over to Python. This function will also need tests.
2021-11-01Implement `compute_partial_correlations_fast`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Implement `compute_partial_correlations_fast` that is a partial migration of `web.webqtl.correlation.PartialCorrDBPage.getPartialCorrelationsFast` in GN1. This function will probably be reworked once the dependencies are fully migrated. It also needs tests to be added.
2021-11-01Merge branch 'main' of github.com:genenetwork/genenetwork3 into ↵Frederick Muriuki Muriithi
partial-correlations
2021-11-01Retrieve indices of the selected samplesFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: New function (good_dataset_samples_indexes). * tests/unit/computations/test_partial_correlations.py: Tests for new function (good_dataset_samples_indexes) Get the indices of the selected samples. This is a partial migration of the `web.webqtl.correlation.PartialCorrDBPage.getPartialCorrelationsFast` function in GN1.
2021-11-01Fix some linting errorsFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
2021-11-01Parse single line from CSV fileFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/data_helpers.py: New function (parse_csv_line) * tests/unit/test_data_helpers.py: Add tests for new function (parse_csv_line) Add a function to parse a single line from a CSV file.
2021-11-01Add some condition checking functionsFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Add the `check_for_literature_info` and `check_symbol_for_tissue_correlation` functions to check for the presence of specific data.
2021-10-29Feature/biweight reimplementation (#47)Alexander Kabui
* add biweight reimplementation with pingouin * delete biweight scripts and tests * add python-pingouin to guix file * delete biweight paths * mypy fix:pingouin mising imports * pep8 formatting && pylint fixes
2021-10-29Explicitly round the valuesFrederick Muriuki Muriithi
* Explicitly round the values to prevent issues with the type-checker
2021-10-29Specify ten (10) decimal placesFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: specify 10 decimal places * tests/unit/computations/test_partial_correlations.py: update examples Slight differences in python implementations, possibly hardware and operating systems could cause the value of float (double) values to be different in the less significant parts of the decimal places. This commit limits the usable part of the decimals to the first 10 decimal places for now.
2021-10-29Fix linting and typing errorsFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
2021-10-29Rework sorting: remove `compare_tissue_correlation_absolute_values`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/db/correlations.py: Remove the `compare_tissue_correlation_absolute_values` function which is no longer needed.
2021-10-29Complete `build_temporary_tissue_correlations_table`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: Remove comments after updating usage of the function at call point * gn3/db/correlations.py: Complete the implementation of the `build_temporary_tissue_correlations_table` function
2021-10-29Complete implementation of `batch_computed_tissue_correlation`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Complete the implementation of the `batch_computed_tissue_correlation` function
2021-10-29Move `correlations_of_all_tissue_traits`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: new function (`correlations_of_all_tissue_traits`). * gn3/db/correlations.py: delete function (`correlations_of_all_tissue_traits`). Move the function to `gn3.computations.partial_correlations` module and comment out the db-access code. Rework it to receive, as arguments, the data it previously fetched from the database, and add comments on future rework to get the function working again.
2021-10-29Add missing commaFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
2021-10-29Implement `tissue_correlation` functionFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/computations/partial_correlations.py: New function (tissue_correlation) * tests/unit/test_partial_correlations.py -> tests/unit/computations/test_partial_correlations.py: Move module. Implement tests for new function Migrate the `cal_tissue_corr` function embedded in the `web.webqtl.correlation.correlationFunction.batchCalTissueCorr` function in GN1 and implement tests to ensure it works correctly.
2021-10-29Move the function to computations moduleFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * The function `batch_computed_tissue_correlation` is a pure computations function with no expressions accessing the database, as far as I can tell, therefore, this commit moves the function over to the gn3.computations.partial_correlations module that holds the pure computation functions.
2021-10-29Move the partial_correlations module to gn3.computationsFrederick Muriuki Muriithi
* Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Move the partial_correlations.py module to the gn3.computations module, since it contains the computations for partial correlations.
2021-10-27Remove if clauses: replace with dictFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Remove the if clauses to simplify the code flow: use a dictionary of queries and select the appropriate query from the dictionary instead.
2021-10-26Stub out `batch_computed_tissue_correlation` functionFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Stub out `batch_computed_tissue_correlation` function to be used in implementing the function down the line.
2021-10-26Complete `correlations_of_all_tissue_traits`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Complete the implementation of the `correlations_of_all_tissue_traits` function by providing a call to a non-implemented function.
2021-10-26Implement `fetch_gene_symbol_tissue_value_dict_for_trait`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Implement `fetch_gene_symbol_tissue_value_dict_for_trait` function which is a migration of the `web.webqtl.correlation.correlationFunction.getGeneSymbolTissueValueDictForTrait` function in GeneNetwork1.
2021-10-25Start implementation of `fetch_tissue_correlations` and dependenciesFrederick Muriuki Muriithi
* compare_tissue_correlation_absolute_values: New function. Complete. Used for sorting of tissue correlation values * fetch_symbol_value_pair_dict: New function. Complete. Maps gene symbols to tissue expression data * fetch_gene_symbol_tissue_value_dict: New function. Complete. Wrapper for `gn3.db.correlations.fetch_symbol_value_pair_dict` function * fetch_tissue_probeset_xref_info: New function. Complete. Retrieves the Probeset XRef information for tissues from the database. * correlations_of_all_tissue_traits: Stub. Dependencies not completed yet. * build_temporary_tissue_correlations_table: Stub. Dependencies not completed yet. * fetch_tissue_correlations: New function. Incomplete. This function calls (a) stub(s) function(s) which is/are under development still.
2021-10-25Implement `partition_all` functionFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/data_helpers.py: new function (partition_all) * tests/unit/test_data_helpers.py: tests for function `gn3.data_helpers.partition_all` As part of migrating some functions that access the database, this commit extracts generic processes that can be accomplished on data, and implements the `partition_all` function, that is equivalent to Clojure's `partition-all` function.
2021-10-25Merge branch 'main' of github.com:genenetwork/genenetwork3 into ↵Frederick Muriuki Muriithi
partial-correlations
2021-10-25mypy:Incompatible types in assignment fixAlexander Kabui
2021-10-25mypy fix for none stdoutAlexander Kabui
2021-10-25pylint and pep8 formattingAlexander Kabui
2021-10-25fix unittestsAlexander Kabui
2021-10-25minor modification for emitting data:add namespacesAlexander Kabui
2021-10-25pep8 formatting,pylint fixesAlexander Kabui
2021-10-25add socket obj and emit processAlexander Kabui
2021-10-25fix issues serializing byte stringAlexander Kabui
2021-10-25rename key to image_dataAlexander Kabui
2021-10-25add function to process imagesAlexander Kabui
2021-10-25add function to capture output in real timeAlexander Kabui
2021-10-25Implement `fetch_literature_correlations` and depedenciesFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Migrate: * `web.webqtl.correlation.CorrelationPage.getTempLiteratureTable` * `web.webqtl.correlation.CorrelationPage.fetchLitCorrelations` from GeneNetwork1. The first function creates and populates a temporary table with the literature correlations data. The second function uses the data in the newly created temporary table to link the trait with the correlation value.
2021-10-25Implement `get_filename` for correlationsFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Implement `get_filename` for the correlations, to be used to determine whether to do fast or normal correlations. This is a migration of the `web.webqtl.correlation.CorrelationPage.getFileName` function in GN1
2021-10-21Implement `translate_to_mouse_gene_id` functionFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * Migrate the `web.webqtl.correlation/CorrelationPage.translateToMouseGeneID` function in GN1 to GN3. This is a function that retrieves data from the database, and therefore uses a system outside of our code, therefore, the function does not have a corresponding unit test. This kind of function will probably need to be tested at the integration or system tests level, where we test that our code interacts correcly with any and all external systems that it should.
2021-10-21Implement `find_identical_traits` functionFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/partial_correlations.py: implement function `find_identical_traits` * tests/unit/test_partial_correlations.py: implement tests for function `find_identical_traits` Migrate `web.webqtl.correlation.correlationFunction.findIdenticalTraits` function in GN1 to here, adding in tests to ensure the migration works in a bug-compatible version with the original.
2021-10-19Implement remaining `fix_samples` functionalityFrederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/partial_correlations.py: implement `fix_samples` function * tests/unit/test_partial_correlations.py: implement tests for `fix_samples` function Implement the remaining partial migration for the `web.webqtl.correlation.correlationFunction.fixStrain` function in GN1.
2021-10-19Implement `dictify_by_samples`Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/partial_correlations.py: implement `dictify_by_samples` function * tests/unit/test_partial_correlations.py: implement tests for `dictify_by_samples` function Implement the `dictify_by_samples` function as a partial migration of the `web.webqtl.correlation.correlationFunction.fixStrains` function from GN1.
2021-10-19Implement `control_samples` function as is in GN1Frederick Muriuki Muriithi
Issue: https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi * gn3/partial_correlations.py: Implement `control_samples` function * tests/unit/test_partial_correlations.py: add tests for `control_samples` function Implement the function `control_samples` and make it mostly bug-compatible with the `web/webqtl/correlation/correlationFunction.controlStrain` function in GN1. This implementation in GN3 does not do any calls to the database. It will rely on other functions to provide the data from the database to it.
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