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stratified permutations + covariates
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* fix key error for (*tissue_cor) tissue correlation
* update tests for tissue correlation
* rename speed_compute to fast_compute
* pep8 formatting
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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: Fix clustering bugs
* tests/unit/computations/test_heatmap.py: Add new tests. Fix linting issues.
Test and fix the clustering function.
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* Fix linting errors that do not change the function of the code.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Since the `slink` function assigns values to the `listcopy` variable and its
children, this commit ensures that the sequence is a list to allow for the
assignment.
If the child-sequence is a tuple, that would lead to an exception.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Provide the expected, top-level `riset` key-value pair and eliminate the
redundant key-value pair.
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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: fix errors
* tests/unit/computations/test_heatmap.py: new tests
Add new tests with the expected source data format, and expected results.
Fix all errors that were caught by running the tests
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Call the `cursor.fetchone()` function to get results. Without the
parenthesis, the code was trying to use the function itself as the results,
which was a bug, and would lead to failure.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/heatmaps/heatmaps.py: Initialise the module with some code to be used to
test out plotly features on the command-line.
* guix.scm: Add `python-plotly` and `python-pandas` as dependencies.
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Heatmap decompose db retrieval
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Fix some errors caught by the linter.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Import some missing definitions.
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* use normal function for correlation + rename functions
* update test for sample correlation
* use normal function for tissue correlation + rename functions
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Add code to compute and organise the data that will be used to draw the
final heatmap.
This varies significantly in how it works from the original, but it still
tries to retain the general flow of data.
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* gn3/db/traits.py: setup `trait_dataset_type`
* tests/unit/db/test_traits.py: fix tests
The type ('Temp', 'Geno', 'Publish', and 'ProbeSet') relate to a trait's
dataset, and not the trait itself. This commit updates the code to take this
into consideration.
The dataset type is also set up from a trait's full name, therefore this
commit removes the `trait_type` argument from the `retrieve_trait_info`
function.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Add functions to retrieve the `value`, `variance`, and `ndata` values for
any given trait.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Fix minor bugs in the code.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Add module, class and function docstrings
* Deactivate some irrelevant pylint errors
* Fix indentations and line-lengths
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Fix tests to take current changes into consideration.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Only load the extra trait data if the basic trait information is found.
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heatmap_decompose_db_retrieval
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heatmap_decompose_db_retrieval
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Reorganise the code to separate the datasets from the traits, and to more
closely conform to the same flow as that in GN1
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* The full name of the traits from search contains multiple parts to it, and
as such, we use it to retrieve the appropriate data and set it up in the
final trait_info dictionary that is produced.
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