DeepRVAT 🧬🧪💻🧑🔬 #834
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name: DeepRVAT | |
run-name: DeepRVAT 🧬🧪💻🧑🔬 | |
on: [ push ] | |
jobs: | |
DeepRVAT-Pipeline-Smoke-Tests: | |
runs-on: ubuntu-latest | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v4 | |
- uses: mamba-org/setup-micromamba@v1.8.1 | |
with: | |
environment-name: deeprvat-gh-action | |
environment-file: ${{ github.workspace }}/deeprvat_env_no_gpu.yml | |
cache-environment: true | |
cache-downloads: true | |
- name: Smoketest training_association_testing pipeline | |
run: | | |
python -m snakemake -n -j 2 --directory ${{ github.workspace }}/example \ | |
--snakefile ${{ github.workspace }}/pipelines/training_association_testing.snakefile --show-failed-logs | |
shell: micromamba-shell {0} | |
- name: Link pretrained models | |
run: cd ${{ github.workspace }}/example && ln -s ../pretrained_models | |
shell: bash -el {0} | |
- name: Smoketest association_testing_pretrained pipeline | |
run: | | |
python -m snakemake -n -j 2 --directory ${{ github.workspace }}/example \ | |
--snakefile ${{ github.workspace }}/pipelines/association_testing_pretrained.snakefile --show-failed-logs | |
shell: micromamba-shell {0} | |
- name: Copy seed gene discovery snakemake config | |
run: cd ${{ github.workspace }}/example && cp ../deeprvat/seed_gene_discovery/config.yaml . | |
shell: bash -el {0} | |
- name: Smoketest seed_gene_discovery pipeline | |
run: | | |
python -m snakemake -n -j 2 --directory ${{ github.workspace }}/example \ | |
--snakefile ${{ github.workspace }}/pipelines/seed_gene_discovery.snakefile --show-failed-logs | |
shell: micromamba-shell {0} | |
DeepRVAT-Pipeline-Tests: | |
runs-on: ubuntu-latest | |
needs: DeepRVAT-Pipeline-Smoke-Tests | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v4 | |
- uses: mamba-org/setup-micromamba@v1.8.1 | |
with: | |
environment-name: deeprvat-gh-action | |
environment-file: ${{ github.workspace }}/deeprvat_env_no_gpu.yml | |
cache-environment: true | |
cache-downloads: true | |
- name: Install DeepRVAT | |
run: pip install -e ${{ github.workspace }} | |
shell: micromamba-shell {0} | |
# There are no GPUs on the gh worker, so we disable it in the config | |
- name: Update config to use no gpus | |
run: "sed -i 's/gpus: 1/gpus: 0/' ${{ github.workspace }}/example/config.yaml" | |
shell: bash -el {0} | |
- name: Run training_association_testing pipeline | |
run: | | |
python -m snakemake -j 2 --directory ${{ github.workspace }}/example \ | |
--snakefile ${{ github.workspace }}/pipelines/training_association_testing.snakefile --show-failed-logs | |
shell: micromamba-shell {0} | |
- name: Link pretrained models | |
run: cd ${{ github.workspace }}/example && ln -s ../pretrained_models | |
shell: bash -el {0} | |
- name: Run association_testing_pretrained pipeline | |
run: | | |
python -m snakemake -j 2 --directory ${{ github.workspace }}/example \ | |
--snakefile ${{ github.workspace }}/pipelines/association_testing_pretrained.snakefile --show-failed-logs | |
shell: micromamba-shell {0} | |
- name: Copy seed gene discovery snakemake config | |
run: cd ${{ github.workspace }}/example && cp ../deeprvat/seed_gene_discovery/config.yaml . | |
shell: bash -el {0} | |
- name: Run seed_gene_discovery pipeline | |
run: | | |
python -m snakemake -j 2 --directory ${{ github.workspace }}/example \ | |
--snakefile ${{ github.workspace }}/pipelines/seed_gene_discovery.snakefile --show-failed-logs | |
shell: micromamba-shell {0} | |
DeepRVAT-Preprocessing-Pipeline-Smoke-Tests: | |
runs-on: ubuntu-latest | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v4 | |
- uses: mamba-org/setup-micromamba@v1.8.1 | |
with: | |
environment-name: deeprvat-preprocess-gh-action | |
environment-file: ${{ github.workspace }}/deeprvat_preprocessing_env.yml | |
cache-environment: true | |
cache-downloads: true | |
- name: Fake fasta data | |
if: steps.cache-fasta.outputs.cache-hit != 'true' | |
run: | | |
cd ${{ github.workspace }}/example/preprocess && touch workdir/reference/GRCh38.primary_assembly.genome.fa | |
- name: Run preprocessing pipeline no qc Smoke Test | |
run: | | |
python -m snakemake -n -j 2 --directory ${{ github.workspace }}/example/preprocess \ | |
--snakefile ${{ github.workspace }}/pipelines/preprocess_no_qc.snakefile \ | |
--configfile ${{ github.workspace }}/pipelines/config/deeprvat_preprocess_config.yaml --show-failed-logs | |
shell: micromamba-shell {0} | |
- name: Preprocessing pipeline with qc Smoke Test | |
run: | | |
python -m snakemake -n -j 2 --directory ${{ github.workspace }}/example/preprocess \ | |
--snakefile ${{ github.workspace }}/pipelines/preprocess_with_qc.snakefile \ | |
--configfile ${{ github.workspace }}/pipelines/config/deeprvat_preprocess_config.yaml --show-failed-logs | |
shell: micromamba-shell {0} | |
DeepRVAT-Annotation-Pipeline-Smoke-Tests: | |
runs-on: ubuntu-latest | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v4 | |
- uses: mamba-org/setup-micromamba@v1.8.1 | |
with: | |
environment-name: deeprvat-preprocess-gh-action | |
environment-file: ${{ github.workspace }}/deeprvat_preprocessing_env.yml | |
cache-environment: true | |
cache-downloads: true | |
- name: Annotations Smoke Test | |
run: | | |
python -m snakemake -n -j 2 --directory ${{ github.workspace }}/example/annotations \ | |
--snakefile ${{ github.workspace }}/pipelines/annotations.snakefile \ | |
--configfile ${{ github.workspace }}/pipelines/config/deeprvat_annotation_config.yaml --show-failed-logs | |
shell: micromamba-shell {0} | |
DeepRVAT-Preprocessing-Pipeline-Tests-No-QC: | |
runs-on: ubuntu-latest | |
needs: DeepRVAT-Preprocessing-Pipeline-Smoke-Tests | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v4 | |
- uses: mamba-org/setup-micromamba@v1.8.1 | |
with: | |
environment-name: deeprvat-preprocess-gh-action | |
environment-file: ${{ github.workspace }}/deeprvat_preprocessing_env.yml | |
cache-environment: true | |
cache-downloads: true | |
- name: Install DeepRVAT | |
run: pip install -e ${{ github.workspace }} | |
shell: micromamba-shell {0} | |
- name: Cache Fasta file | |
id: cache-fasta | |
uses: actions/cache@v4 | |
with: | |
path: example/preprocess/workdir/reference | |
key: ${{ runner.os }}-reference-fasta | |
- name: Download and unpack fasta data | |
if: steps.cache-fasta.outputs.cache-hit != 'true' | |
run: | | |
cd ${{ github.workspace }}/example/preprocess && \ | |
wget https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode_human/release_44/GRCh38.primary_assembly.genome.fa.gz \ | |
-O workdir/reference/GRCh38.primary_assembly.genome.fa.gz \ | |
&& gzip -d workdir/reference/GRCh38.primary_assembly.genome.fa.gz | |
- name: Run preprocessing pipeline | |
run: | | |
python -m snakemake -j 2 --directory ${{ github.workspace }}/example/preprocess \ | |
--snakefile ${{ github.workspace }}/pipelines/preprocess_no_qc.snakefile \ | |
--configfile ${{ github.workspace }}/pipelines/config/deeprvat_preprocess_config.yaml --show-failed-logs | |
shell: micromamba-shell {0} | |
DeepRVAT-Preprocessing-Pipeline-Tests-With-QC: | |
runs-on: ubuntu-latest | |
needs: DeepRVAT-Preprocessing-Pipeline-Smoke-Tests | |
steps: | |
- name: Check out repository code | |
uses: actions/checkout@v4 | |
- uses: mamba-org/setup-micromamba@v1.8.1 | |
with: | |
environment-name: deeprvat-preprocess-gh-action | |
environment-file: ${{ github.workspace }}/deeprvat_preprocessing_env.yml | |
cache-environment: true | |
cache-downloads: true | |
- name: Install DeepRVAT | |
run: pip install -e ${{ github.workspace }} | |
shell: micromamba-shell {0} | |
- name: Cache Fasta file | |
id: cache-fasta | |
uses: actions/cache@v4 | |
with: | |
path: example/preprocess/workdir/reference | |
key: ${{ runner.os }}-reference-fasta | |
- name: Download and unpack fasta data | |
if: steps.cache-fasta.outputs.cache-hit != 'true' | |
run: | | |
cd ${{ github.workspace }}/example/preprocess && \ | |
wget https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode_human/release_44/GRCh38.primary_assembly.genome.fa.gz \ | |
-O workdir/reference/GRCh38.primary_assembly.genome.fa.gz \ | |
&& gzip -d workdir/reference/GRCh38.primary_assembly.genome.fa.gz | |
- name: Run preprocessing pipeline | |
run: | | |
python -m snakemake -j 2 --directory ${{ github.workspace }}/example/preprocess \ | |
--snakefile ${{ github.workspace }}/pipelines/preprocess_with_qc.snakefile \ | |
--configfile ${{ github.workspace }}/pipelines/config/deeprvat_preprocess_config.yaml --show-failed-logs | |
shell: micromamba-shell {0} |