Capture structure-track deps + pose entrypoint
- gpu/modal_app.py: add the `pose` local entrypoint used for the HDAC2 pose-RMSD validation (run: `modal run gpu/modal_app.py::pose`). - pyproject [structure] extra: add the deps we actually use locally (gemmi, spyrmsd, meeko, modal) for reproducibility; document the non-pip tools (Vina binary, open-babel) and that Boltz/cuequivariance are Modal-image-only. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -164,6 +164,27 @@ def cofold(label: str, protein_seq: str, ligand_smiles: str, cofactor_ccds: list
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# ------------------------------------------------------------------------------- driver (local)
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@app.local_entrypoint()
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def pose() -> None:
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"""Save the predicted HDAC2/vorinostat complex for local pose-RMSD validation.
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Run: `modal run gpu/modal_app.py::pose`. Weights are cached, so this is one fast GPU call.
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The returned PDB (protein + vorinostat + Zn) is scored locally against 4LXZ by
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scripts/pose_rmsd.py (align predicted protein to crystal, compare ligand).
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"""
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target = "HDAC2"
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pdb, res, drug, cofactors = TARGETS[target]
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seq = binding_chain_sequence(pdb, res)
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r = cofold.remote(f"{target}_{drug}_pose", seq, pubchem_smiles(drug), cofactors)
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out = Path("data/processed/binding"); out.mkdir(parents=True, exist_ok=True)
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if r.get("structure"):
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dest = out / f"{target}_{drug}_pred.pdb"
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dest.write_text(r["structure"])
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print(f"saved {dest}; affinity={r['affinity']}, P(binder)={r['prob_binder']}")
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else:
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print("no structure returned")
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@app.local_entrypoint()
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def main() -> None:
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"""Fan out one GPU call per (target, ligand) pair; tabulate affinities; positive-control test."""
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