Small feature-vector schemas with explicit ordering and compatibility checks.
Project description
sheafx
sheafx defines compact schemas for numeric feature vectors. A schema makes
feature ordering explicit, validates incoming records, and can check whether a
new schema remains compatible with an existing consumer.
from sheafx import Feature, FeatureSchema
schema = FeatureSchema((Feature("width"), Feature("height", default=1.0)))
assert schema.encode({"width": 640.0}) == (640.0, 1.0)
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