Datasets:
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
biology
chemistry
drug-discovery
clinical-trials
protein-protein-interaction
gene-essentiality
License:
| # NegBioDB Pipeline Makefile | |
| ge-db ge-download-depmap ge-load-depmap ge-load-rnai ge-export ge-all ge-clean ge-test | |
| # === Week 1: Scaffolding === | |
| setup: | |
| uv venv | |
| uv sync --all-extras | |
| mkdir -p data exports | |
| db: setup | |
| uv run python -c "from negbiodb.db import create_database; create_database()" | |
| test: setup | |
| uv run pytest tests/ -v | |
| clean: | |
| rm -f data/negbiodb.db | |
| rm -rf exports/* __pycache__ .pytest_cache | |
| find . -name "*.pyc" -delete 2>/dev/null || true | |
| # === Week 2: Data Download === | |
| download-pubchem: setup | |
| uv run python scripts/download_pubchem.py | |
| download-chembl: setup | |
| uv run python scripts/download_chembl.py | |
| download-bindingdb: setup | |
| uv run python scripts/download_bindingdb.py | |
| download-davis: setup | |
| uv run python scripts/download_davis.py | |
| download: download-pubchem download-chembl download-bindingdb download-davis | |
| # === ETL: Load Sources === | |
| load-davis: db download-davis | |
| uv run python scripts/load_davis.py | |
| load-chembl: db download-chembl | |
| uv run python scripts/load_chembl.py | |
| load-pubchem: db download-pubchem | |
| uv run python scripts/load_pubchem.py | |
| load-bindingdb: db download-bindingdb | |
| uv run python scripts/load_bindingdb.py | |
| load-all: load-davis load-chembl load-pubchem load-bindingdb | |
| # ============================================================ | |
| # Clinical Trial Failure Domain | |
| # ============================================================ | |
| ct-db: setup | |
| uv run python -c "from negbiodb_ct.ct_db import create_ct_database; create_ct_database()" | |
| ct-download-aact: setup | |
| uv run python scripts_ct/download_aact.py | |
| ct-download-opentargets: setup | |
| uv run python scripts_ct/download_opentargets.py | |
| ct-download-cto: setup | |
| uv run python scripts_ct/download_cto.py | |
| ct-download-shi-du: setup | |
| uv run python scripts_ct/download_shi_du.py | |
| ct-download: ct-download-opentargets ct-download-cto ct-download-shi-du | |
| @echo "NOTE: AACT requires --url flag. Run: make ct-download-aact" | |
| ct-load-aact: ct-db | |
| uv run python scripts_ct/load_aact.py | |
| ct-classify: ct-load-aact | |
| uv run python scripts_ct/classify_failures.py | |
| ct-resolve: ct-load-aact | |
| uv run python scripts_ct/resolve_drugs.py | |
| ct-outcomes: ct-classify | |
| uv run python scripts_ct/load_outcomes.py | |
| ct-all: ct-db ct-load-aact ct-classify ct-resolve ct-outcomes | |
| @echo "CT pipeline complete." | |
| ct-clean: | |
| rm -f data/negbiodb_ct.db | |
| @echo "CT database removed." | |
| ct-test: setup | |
| uv run pytest tests/test_ct_db.py tests/test_etl_aact.py tests/test_etl_classify.py tests/test_drug_resolver.py tests/test_etl_outcomes.py -v | |
| # ============================================================ | |
| # Protein-Protein Interaction Negative Domain | |
| # ============================================================ | |
| ppi-db: setup | |
| uv run python -c "from negbiodb_ppi.ppi_db import create_ppi_database; create_ppi_database()" | |
| ppi-download-huri: setup | |
| uv run python scripts_ppi/download_huri.py | |
| ppi-download-intact: setup | |
| uv run python scripts_ppi/download_intact.py | |
| ppi-download-humap: setup | |
| uv run python scripts_ppi/download_humap.py | |
| ppi-download-string: setup | |
| uv run python scripts_ppi/download_string.py | |
| ppi-download-biogrid: setup | |
| uv run python scripts_ppi/download_biogrid.py | |
| ppi-download: ppi-download-huri ppi-download-intact ppi-download-humap ppi-download-string ppi-download-biogrid | |
| ppi-load-huri: ppi-db ppi-download-huri | |
| uv run python scripts_ppi/load_huri.py | |
| ppi-load-intact: ppi-db ppi-download-intact | |
| uv run python scripts_ppi/load_intact.py | |
| ppi-load-humap: ppi-db ppi-download-humap | |
| uv run python scripts_ppi/load_humap.py | |
| ppi-load-string: ppi-db ppi-download-string | |
| uv run python scripts_ppi/load_string.py | |
| ppi-all: ppi-db ppi-load-huri ppi-load-intact ppi-load-humap ppi-load-string | |
| @echo "PPI pipeline complete." | |
| ppi-clean: | |
| rm -f data/negbiodb_ppi.db | |
| @echo "PPI database removed." | |
| ppi-test: setup | |
| uv run pytest tests/test_ppi_db.py tests/test_protein_mapper.py tests/test_etl_huri.py tests/test_etl_intact.py tests/test_etl_humap.py tests/test_etl_string.py -v | |
| # === GE/DepMap Domain === | |
| ge-db: | |
| uv run python -c "from negbiodb_depmap.depmap_db import init_db; init_db()" | |
| @echo "GE database initialized." | |
| ge-download-depmap: | |
| uv run python scripts_depmap/download_depmap.py | |
| ge-load-depmap: ge-db ge-download-depmap | |
| uv run python scripts_depmap/load_depmap.py | |
| ge-load-rnai: ge-db ge-download-depmap | |
| uv run python scripts_depmap/load_rnai.py | |
| ge-export: ge-db | |
| uv run python scripts_depmap/export_ge_ml_dataset.py | |
| ge-all: ge-db ge-load-depmap ge-load-rnai ge-export | |
| @echo "GE pipeline complete." | |
| ge-clean: | |
| rm -f data/negbiodb_depmap.db | |
| @echo "GE database removed." | |
| ge-test: setup | |
| uv run pytest tests/test_ge_db.py tests/test_ge_features.py tests/test_etl_depmap.py tests/test_etl_rnai.py tests/test_ge_export.py -v | |