gpvolve.io¶

Serialization round-trips for GenotypePhenotypeMSM. See SCHEMA section 5 for the canonical payload.

JSON¶

• to_dict(msm) -> dict
• to_json(msm, path) -> None
• from_dict(payload, *, graph=None) -> GenotypePhenotypeMSM
• from_json(path, *, graph=None) -> GenotypePhenotypeMSM

If graph is supplied to a from_* call, the SHA-256 hash of graph.gpm.data is checked against the payload's gpm_meta.hash. A mismatch raises SchemaError.

NumPy archive¶

• to_npz(msm, path) -> None
• from_npz(path, *, graph=None) -> GenotypePhenotypeMSM

Pickle¶

• to_pickle(msm, path) -> None
• from_pickle(path) -> GenotypePhenotypeMSM

Pickle is not a stable format across Python versions or library refactors; prefer JSON or NPZ for archival data.