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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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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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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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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/heatmap.py: Fix ordering function
* tests/unit/computations/test_heatmap.py: update test
The order of the traits is important for the clustering algorithm, since the
clustering seems to use the distance of one trait from another to determine
how to order them.
This commit also gets rid of the xoffset argument that is not important to
the ordering, and was used in the older GN1 to determine how to draw the
clustering lines.
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* gn3/computations/qtlreaper.py: Provide a function to organise the results by
trait for easier use down the line.
* tests/unit/computations/test_qtlreaper.py: provide a test to ensure that the
organising function 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 "Chr" value seems to be mostly a name of some sort, despite it being,
seemingly an number. This commit parses the "Chr" value as a string.
It also updates the tests to expec a string, rather than a number for "Chr"
values.
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* Fix some linting errors and some minor bugs caught by the linter.
Move the `random_string` function to separate module for use in multiple
places in the code.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* The number of the arguments to the function changed, and so the tests for
the function needed to be updated.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/qtlreaper.py: pass output files
* tests/unit/computations/data/qtlreaper/main_output_sample.txt: sample test
data
* tests/unit/computations/data/qtlreaper/permu_output_sample.txt: sample test
data
* tests/unit/computations/test_qtlreaper.py: add tests
Add code to parse the QTLReaper output data files.
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heatmap_generation
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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: add function to get strains with values
* tests/unit/computations/test_heatmap.py: new tests
Add function to get the strains whose values are not `None` from the
`trait_data` object passed in.
This migrates
https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/heatmap/Heatmap.py#L215-221
into a separate function that can handle that and be tested independently of
any other code.
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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: implement new ordering function
* tests/unit/computations/test_heatmap.py: add new tests
Implement the ordering function to migrate the setup of the `neworder`
variable from GN1 to GN3.
This migration is incomplete, since there is dependence on the return from
the `web.webqtl.heatmap.Heatmap.draw` function in form of the `d_1` variable
in some of the paths.
The thing is, this `d_1` variable, and the `xoffset` variable seem to be
used for laying out things on the drawn heatmap, and might actually end up
not being needed for the new system using plotly, which has other ways of
laying out things on the drawing.
For now though, this commit "shims" the presence of these values until when
the use of these variables is confirmed as present or absent in the new GN3
system.
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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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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
* 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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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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* 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
* Fix a myriad of issues caught by pylint to ensure the code passes all tests.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: Copy the function, mostly verbatim from
genenetwork1. See:
https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/heatmap/slink.py#L107-L138
* tests/unit/computations/test_slink.py: Add a test with some example data to
test that the implementation gives the same results as that in genenetwork1
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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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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* While running tests for slink, to try and understand what it is doing in
order to write the appropriate tests for it, an issue arose that pointed a
blindspot in the former understanding of now `nearest` should work.
This commit fixes the issue found in both the expected data, and the code.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: Add minimum code to pass new test
* tests/unit/computations/test_slink.py: new test
Add test to ensure that the new `slink` function return an empty list in
case and exception is raised.
Add the new `slink` function with minimum amount of code needed to pass the
test.
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* gn3/computations/slink.py: add code to ensure new test passes
* tests/unit/computations/test_slink.py: new test
This one is a little weird: from
https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/heatmap/slink.py#L57-L63
It gets rid of the last coordinates in both the lists of the member
coordinates, and uses the remaining coordinates to find the shortest
members.
For example, given the following member coordinates:
- i=[0,1,2] and j=[5,7,9], it uses [0,1] and [5,7]
- i=[3,6,1] and j=[7,13], it uses [3,6] and [7]
to find the shortest distances.
I (fredmanglis) am not sure why it does it this way, since I'd have expected
it to use all the coordinates, however, since at this time we need to retain
bug-compatibility with the older code, I have done it as it is done in the
old code.
I also add a statement to raise an exception in the case where i and j are
not lists of integers, or integers
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: add code to pass new test
* tests/unit/computations/test_slink.py: new test
Given a list of members in a group, and a coordinate for a member in the
same group, find the distance of the closest member from the given
coordinate in the group.
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* gn3/computations/slink.py: Add code to compute the distance given the
coordinate of both members on the parent list/tuple
* tests/unit/computations/test_slink.py:
* Change the name of the tests to more closely correspond to the business
requirement the test is checking for
* Update the comments to indicate some more things that might need to be
done in the future
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: check that all distances between the 'somethings'
are all either zero or positive.
* tests/unit/computations/test_slink.py:
* Remove data with all distances positive or zero, since it would fail the
test
* Change the expected message to more closely correspond to the business
logic
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: check that the distance from child A to B is the
same as distance from child B to A. If not, throw an exception.
* tests/unit/computations/test_slink.py:
* Change the name of the test to more closely correspond to the business
logic being tested.
* Update the data in a separate test such that it does not error out due to
failing to fulfill the expectations of separate requirement.
- pass tests
- Rename test
- Fix errors: distances same both directions
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: Check that a child's distance from itself is
zero. If not, throw an exception.
The children lists are a list of distances of "something" from other
"somethings". There is still some need to establish what those "somethings"
are, so that the test names can reflect the ideas that are actually being
tested for.
* tests/unit/computations/test_slink.py: Change the name of the test so that
it more closely corresponds to the business logic it is actually testing,
and not the mechanics of testing the idea.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* gn3/computations/slink.py: Add dummy `nearest' function
* tests/unit/computations/test_slink.py: Add some tests
This commit adds tests to try and reproduce the working of the `nearest'
function in:
https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/heatmap/slink.py
This commit might not yet have extracted all the expected behaviour of the
`nearest' function, and therefore, there is a possibility of a later commit
augmenting the work in this commit.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* .gitignore: ignore emacs temporary files
* gn3/computations/correlations2.py: add a dummy function
* tests/unit/computations/test_correlation.py: add unit tests for the function
As part of the move of the clustering and heatmap code over from GN1 to GN3,
this commit begins by providing some unit tests for the correlation function
used to ensure that the implementation that is built up here corresponds,
and produces the same results as the original.
This tests and the function might change in the new system, but for now, we
try and maintain bug-to-bug compatibility.
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For now the diff function uses the Linux tool "diff" to generate the diff
since it is efficient and straightforward.
* gn3/computations/diff.py (generate_diff): New function.
* tests/unit/computations/test_diff.py: Test cases for ☝🏾.
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filename argument (not sure why running unit tests locally doesn't detect this)
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