ce-serializer-impl

You serialize and persist calibrator state using ADR-031 compliant primitives that enforce to_primitive and from_primitive with schema_version and checksum validation for deterministic restoration. This ensures safe save/load operations across runs.

ADR-031 compliant serialization provides versioned, JSON-safe primitives and fail-fast loading behavior for calibrator state. It enforces schema_version tracking and payload integrity checks to guarantee safe restoration of explainer artifacts.

You save and load explainer state using save_state and load_state functions that generate a manifest.json and per-file sha256 checksums. This approach enforces strict validation on load to detect any corrupted artifacts immediately.

Yes, the serializer provides wrapper compatibility and round-trip guarantees via pickle and joblib, alongside strict validation on load. This ensures identical outputs when restoring calibrators with from_primitive after serializing them.

You need versioned state serialization when saving and loading calibrator artifacts that require deterministic restoration and payload integrity. Schema_version checks prevent loading incompatible or corrupted state across different runs or updates.

Loading serialized calibrator state fails fast when sha256 checksums in the manifest detect payload corruption or version mismatches. This fail-fast behavior is enforced by ADR-031 primitives to prevent restoring invalid or compromised artifacts.