sample_id.ann.hive module¶

class sample_id.ann.hive.HiveMatcher(matchers)[source]¶

A wrapper around a list of Matchers so that they act like a single Matcher (for inference only).

add_fingerprint(fingerprint, dedupe=True)[source]¶

Add a Fingerprint to the matcher.

add_fingerprints(fingerprints, **kwargs)[source]¶

Add Fingerprints to the matcher.

add_matcher(matcher)[source]¶

can_add_fingerprint(fingerprint)[source]¶

Check if fingerprint can be added to matcher.

classmethod create(sr=None, hop_length=None, **kwargs)[source]¶

Create an instance, pass any kwargs needed by the subclass.

classmethod from_fingerprint(fp, **kwargs)[source]¶

Useful for determining metadata for the Matcher based on the data being added.

classmethod from_fingerprints(fingerprints, **kwargs)[source]¶

My data is small, just create and train the entire matcher.

init_model()[source]¶

Initialize the model.

classmethod load(filepaths, **kwargs)[source]¶

Load multiple matchers from disk into hive.

load_model(filepath, **kwargs)[source]¶

Load this matcher’s model from disk.

nearest_neighbors(fp, k=1)[source]¶

Fetch nearest neighbors to this fingerprint’s keypoints.

save(filepath, compress=True, **kwargs)[source]¶

Save this matcher to disk.

save_model(filepath, **kwargs)[source]¶

Save this matcher’s model to disk.