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SchemaRegistry

Struct SchemaRegistry 

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pub struct SchemaRegistry { /* private fields */ }
Expand description

Persistent store for trained ModelArtifacts.

Backed by a single portable .zsm binary file (b"ZSM\x01" magic + bincode-serialized HashMap). The file is written atomically on every mutation, a .zsm.tmp file is written first then renamed into place, so a crash during flush can never leave a partially-written registry.

The registry is small in practice (< 1 000 entries), so nearest-neighbor lookup performs a full linear scan without an index.

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impl SchemaRegistry

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pub fn open(path: &Path) -> Result<SchemaRegistry, ZerError>

Open (or create) a registry at the given .zsm file path.

If the file does not exist yet it is created on the first Self::save call.

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pub fn save(&self, artifact: &ModelArtifact) -> Result<(), ZerError>

Persist a trained model artifact. Overwrites any existing artifact with the same schema hash and atomically flushes to disk.

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pub fn get_exact( &self, fingerprint: &SchemaFingerprint, ) -> Result<Option<ModelArtifact>, ZerError>

Exact lookup by schema hash. Returns None if no matching artifact exists.

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pub fn get_nearest( &self, fingerprint: &SchemaFingerprint, ) -> Result<Option<(ModelArtifact, f32)>, ZerError>

Nearest-neighbor lookup: returns the closest artifact and its distance.

Performs a full linear scan, acceptable because the registry is expected to hold far fewer than 1 000 entries.

Returns None when the registry is empty.

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pub fn lookup_startup_mode( &self, fingerprint: &SchemaFingerprint, ) -> Result<StartupMode, ZerError>

Determine the startup mode for an incoming dataset given its fingerprint.

exact hash match         → WarmLoad   (skip EM entirely)
distance ≤ 0.25          → WarmStart  (2–3 EM iterations from saved init)
distance  > 0.25 / empty → ColdStart  (full EM from priors)
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pub fn list_all(&self) -> Result<Vec<ModelArtifact>, ZerError>

Return all stored artifacts in arbitrary order.

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pub fn delete(&self, schema_hash: &[u8; 32]) -> Result<bool, ZerError>

Delete the artifact for the given schema hash.

Returns true if an artifact was found and removed, false otherwise.

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