Age | Commit message (Collapse) | Author |
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script for wgcna analysis
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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
* Fix issue according to review
https://github.com/genenetwork/genenetwork3/pull/37#discussion_r714549781
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Only catch the `FileExistsError` allowing any other exception to pass
through. This tries to conform a little to the review at
https://github.com/genenetwork/genenetwork3/pull/37#discussion_r714552696
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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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* Add some dependencies used by the system that were missing in the test
environment, leading to the pylint step failing.
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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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* Ignore some errors
* Update typing definitions for some portions of code
* Add missing imports
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* Add missing function and module docstrings
* Remove unused imports
* Fix import order
* Rework some code sections to fix issues
* Disable some pylint errors.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Update the check to look for at least 2 traits before trying to generate the
heatmap.
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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: Serialize the figure to JSON
* gn3/heatmaps.py: Return the figure object
Serialize the Plotly figure into JSON, and return that, so that it can be
used on the client to display the image.
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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
* Remove the proof-of-concept CLI-only module that was used to learn how the
heatmaps work and identify the appropriate data for use with them.
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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: Parse incoming data to build up correct trait names and
respond with only the computed heatmap data.
* gn3/heatmaps.py: Return only the computed data for heatmaps and clustering.
Since GN3 is supposed to handle only the data, and db-access, this commit
ensures that GN3 responds to the client with only the computed heatmap data,
and does not try to generate the heatmaps themselves.
The generation of the heatmaps will be delegated to the UI clients, such as
GeneNetwork2.
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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
* To help with demonstrating that the code is producing the expected output,
for now, we return the path to the generated html file that displays the
interactive heatmap.
At this point, it is mostly useful in the development environment. Moving
forward, we might have to actually stream the raw html, or if we can get the
Kaleido library packaged for GNU Guix, stream the images binary data instead.
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Update the plot layouts and size to display the dendrogram and individual
chromosome heatmaps side by side
* Update the colour scale to begin with the grays rather than absolute black
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Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi
* Provide the clustering data to be used for the creation of the clustering
dendrogram in the final clustered heatmap plot.
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