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#!/usr/bin/env bash | ||
# | ||
# Create a fresh TileDB-SOMA-ML clone, with some "re-homed" history: | ||
# 1. Reproduce the Git history of `api/python/cellxgene_census/src/cellxgene_census/experimental/ml` in the CELLxGENE Census repo: | ||
# - This was developed between May 2023 and July 2024 | ||
# - A few files are omitted, that are not relevant to "PyTorch loaders" work (namely the "huggingface" subdirectory) | ||
# 2. Insert one commit moving these files to `apis/python/src/tiledbsoma/ml` (which they were copied to, in the TileDB-SOMA repo, in July 2024) | ||
# 3. Replay the `bkmartinjr/experimentdatapipe` branch of TileDB-SOMA (developed between July 2024 and September 2024) on top of this | ||
# - Just the commits that touch `apis/python/src/tiledbsoma/ml` directory, or a few other relevant paths (e.g. `other_packages, where they were moved, later in that branch's development) | ||
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set -ex | ||
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pip install git-filter-repo | ||
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# Create a Census clone, filter to files/commits relevant to PyTorch loaders: | ||
git clone -o origin https://github.com/chanzuckerberg/cellxgene-census census-ml && cd census-ml | ||
ml=api/python/cellxgene_census/src/cellxgene_census/experimental/ml | ||
git filter-repo \ | ||
--path $ml/__init__.py \ | ||
--path $ml/pytorch.py \ | ||
--path $ml/encoders.py \ | ||
--path $ml/util | ||
cd .. | ||
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# Create a TileDB-SOMA clone, filter to files/commits relevant to PyTorch loaders: | ||
git clone -o origin -b bkmartinjr/experimentdatapipe [email protected]:single-cell-data/TileDB-SOMA.git soma-pytorch && cd soma-pytorch | ||
git branch -m main | ||
renames=() | ||
for p in CHANGELOG.md README.md notebooks pyproject.toml src tests; do | ||
renames+=(--path-rename "other_packages/python/tiledbsoma_ml/$p:$p") | ||
done | ||
git filter-repo --force \ | ||
--path other_packages \ | ||
--path apis/python/src/tiledbsoma/ml \ | ||
--path .github/workflows/python-tiledbsoma-ml.yml \ | ||
"${renames[@]}" | ||
cd .. | ||
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# Initialize TileDB-SOMA-ML clone, fetch filtered Census and TileDB-SOMA branches from the adjacent directories above: | ||
git clone https://github.com/ryan-williams/TileDB-SOMA-ML soma-ml && cd soma-ml | ||
git remote add c ../census-ml && git fetch c | ||
git remote add t ../soma-pytorch && git fetch t | ||
git reset --hard c/main | ||
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# From the filtered Census HEAD, `git mv` the files to where the TileDB-SOMA branch ported them | ||
tdbs=apis/python/src/tiledbsoma | ||
mkdir -p $tdbs | ||
git mv $ml $tdbs/ | ||
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# Cherry-pick the root commit of the TileDB-SOMA port | ||
root="$(git rev-list --max-parents=0 t/main)" | ||
git cherry-pick $root | ||
# Ensure all files match the TileDB-SOMA root commit | ||
git status --porcelain | grep '^UU' | cut -c4- | xargs git checkout --theirs -- | ||
# Verify there are no diffs vs TileDB-SOMA root commit | ||
git diff --exit-code $root | ||
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# Rebase `$root..t/main` (the rest of the filtered TileDB-SOMA commits) onto cherry-picked HEAD | ||
git reset --hard t/main | ||
git rebase --onto "HEAD@{1}" $root |