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* 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
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This commit refactors the code to make it possible to use multiprocessing to
speed up the computation of the partial correlations.
The major refactor is to move the `__compute_trait_info__` function to the
top-level of the module, and provide to it all the other necessary context via
the new args.
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* guix.scm: Import (gnu packages rdf).
(genenetwork3)[propagated-inputs]: Add python-sparqlwrapper.
* gn3/settings.py (SPARQL_ENDPOINT): New variable.
* gn3/api/general.py: Import datasets from gn3.db.
(dataset_metadata): New API endpoint.
* gn3/db/datasets.py: Import re, Template from string, Dict and Optional from
typing, JSON and SPARQLWrapper from SPARQLWrapper, SPARQL_ENDPOINT from
gn3.settings.
(sparql_query, dataset_metadata): New functions.
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Partial correlations
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* gn3/settings.py (SQLALCHEMY_TRACK_MODIFICATIONS): Delete variable.
* guix.scm (genenetwork3)[propagated-inputs]: Remove python-sqlalchemy-stubs.
* setup.py: Remove sqlalchemy-stubs from install_requires.
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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.
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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.
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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.
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* 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
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/non-clustered-heatmaps-and-flipping.gmi
* gn3/app.py: setup CORS after all the configuration sources are loaded.
* gn3/settings.py: Parse CORS_ORIGINS from the environment variables.
Enable the CORS_ORIGINS configuration to be set in the environment variables
to give the application some flexibility when launching.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/api/heatmaps.py: Fix bugs in data parsing
* gn3/app.py: enable CORS
* gn3/settings.py: add flask-cors configurations
* guix.scm: Add flask-cors dependency
For easier testing of the heatmaps generation feature, this commit activates
the cross-origin resource sharing for all "localhost" origins.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/db/genotypes.py: New module
* gn3/settings.py: Add new configuration variable
* qtlfilesexport.py: Test out new code
Add a module containing functions dealing with the genotype files.
Add a configuration variable to point to the location of the genotype files.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/heatmap.py: move `generate_traits_file` function to new
module
* gn3/computations/qtlreaper.py: new module to interface with the
`rust-qtlreaper` utility.
* gn3/settings.py: Provide setting for the path to the `rust-qtlreaper`
utility
* qtlfilesexport.py: Move `random_string` function to new module. Update to
use functions in new module.
Provide a module with functions to be used to interface with
`rust-qtlreaper`. This module essentially contains all the functions that
are needed to build the files needed for, and to run the qtlreaper utility.
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* gn3/api/general.py (run_r_qtl): New function.
* gn3/settings.py: New variable.
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- add new api for gn2-gn3 sample r integration
- delete map for sample list to values
- add db util file
- add python msql-client dependency
- add db for fetching lit correlation results
- add unittests for db utils
- add tests for db_utils
- modify api for fetching lit correlation results
- refactor Mock Database Connector and unittests
- add sql url parser
- add SQL URI env variable
- refactor code for db utils
- modify return data for lit correlation
- refactor tissue correlation endpoint
- replace db_instance with conn
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add env variable for GN2_URL
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All default confs should go to one place: gn3/setting.py
* gn3/app.py: Delete get_config. Apply pep-8 formatting.
* gn3/config.py: Delete it. Move conf options to...
* gn3/settings.py: ... here.
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