Age | Commit message (Collapse) | Author |
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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.
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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
* 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)
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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: new stub
functions (partial_correlation_matrix, partial_correlation_recursive)
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tests/unit/computations/partial_correlations_test_data/pcor_mat_blackbox_test.csv:
blackbox sample data and results for variance-covariance matrix method
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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.
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partial-correlations
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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: 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.
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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.
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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/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.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
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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: 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.
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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.
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partial-correlations
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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.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* Document the issues better to help with understanding what each test checks
for.
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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.
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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.
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* Disable minor pylint issue.
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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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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* gn3/db/traits.py: Move `export_informative` function here
* gn3/partial_correlations.py: Remove `export_informative` function
* tests/unit/db/test_traits.py: Move `export_informative` function tests here
* tests/unit/test_partial_correlations.py: Remove `export_informative`
function tests
The `export_informative` function relates more to the traits than to the
partial correlations, and could find use in more than just the partial
correlations stuff. This commit moves the function to the more
traits-specific `gn3.db.traits` module.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* gn3/db/traits.py: Move function `export_trait_data` here
* gn3/heatmaps.py: Remove function `export_trait_data`
* tests/unit/db/test_traits.py: Move function `export_trait_data` tests here
* tests/unit/test_heatmaps.py: Remove function `export_trait_data` here
Function `export_trait_data` more closely corresponds to the traits and is
used in more than just the `gn3.heatmaps` module. This commit moves the
relevant code over to the `gn3.db.traits` module and also moves the tests to
the corresponding tests modules.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* gn3/partial_correlations.py: Implement a mostly, bug-compatible
`export_informative` function as part of migrating the partial correlations
feature over to GN3 from GN1
* tests/unit/test_partial_correlations.py: Implement tests to ensure the code
work in a similar manner as that one in GN1.
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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.
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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.
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* Disable minor pylint issue.
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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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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* gn3/db/traits.py: Move `export_informative` function here
* gn3/partial_correlations.py: Remove `export_informative` function
* tests/unit/db/test_traits.py: Move `export_informative` function tests here
* tests/unit/test_partial_correlations.py: Remove `export_informative`
function tests
The `export_informative` function relates more to the traits than to the
partial correlations, and could find use in more than just the partial
correlations stuff. This commit moves the function to the more
traits-specific `gn3.db.traits` module.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* gn3/db/traits.py: Move function `export_trait_data` here
* gn3/heatmaps.py: Remove function `export_trait_data`
* tests/unit/db/test_traits.py: Move function `export_trait_data` tests here
* tests/unit/test_heatmaps.py: Remove function `export_trait_data` here
Function `export_trait_data` more closely corresponds to the traits and is
used in more than just the `gn3.heatmaps` module. This commit moves the
relevant code over to the `gn3.db.traits` module and also moves the tests to
the corresponding tests modules.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/partial-correlations.gmi
* gn3/partial_correlations.py: Implement a mostly, bug-compatible
`export_informative` function as part of migrating the partial correlations
feature over to GN3 from GN1
* tests/unit/test_partial_correlations.py: Implement tests to ensure the code
work in a similar manner as that one in GN1.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/heatmaps.py: implement function
* tests/unit/test_heatmaps.py: add test
Add a function to retrieve the loci names from the traits, ordered by
chromosomes, in alphabetical order.
This is useful to provide the user with more information on hovering over
the heatmap cells: each cell will now display the locus name, trait name and
value associated with it.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Update terminology to use the appropriate domain terminology according to
Zachary's direction at
https://github.com/genenetwork/genenetwork3/pull/37#issuecomment-926041744
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Update the terminology used: use `sample` in place of `strain` according to
Zachary's direction at
https://github.com/genenetwork/genenetwork3/pull/37#issuecomment-926043306
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Move common sample test data into a separate file where it can be imported
from, to prevent pylint error R0801 which proved tricky to silence in any
other way.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
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* gn3/heatmaps.py: implement `process_traits_data_for_heatmap` function, that
will process the data into a form usable by heatmaps.
* tests/unit/test_heatmaps.py: check that the function processes the data into
the correct form.
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* gn3/heatmaps.py: copy over function
* tests/unit/test_heatmaps.py: add tests
Copy function over from proof of concept and add some tests to ensure it
works as expected.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* The heatmap generation does not fall cleanly within the computations or db
modules. This commit moves it to the higher level gn3 module.
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* tests/unit/computations/test_heatmap.py: ordering is not longer provided as
a list of tuples; the ordering values are just a list of numbers now. This
commit updates the test to take this into consideration.
* tests/unit/computations/test_qtlreaper.py: the 'Chr' value if numeric, is
represented by an actual number, not a string. This commit updates the code
to take this into consideration.
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* tests/unit/db/data/genotypes/genotype_sample1.geno: new file
Add a missing sample data file needed for unit tests.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Return a dict of values rather than list for the traits and chromosomes to
ease searching through the data.
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