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⚡️ Speed up method _VectorIndex.dynamic by 7% #97

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⚡️ Speed up method _VectorIndex.dynamic by 7% #97

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8 changes: 6 additions & 2 deletions weaviate/collections/classes/config_vector_index.py
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Original file line number Diff line number Diff line change
Expand Up @@ -132,7 +132,10 @@ class _VectorIndexConfigFlatCreate(_VectorIndexConfigCreate):

@staticmethod
def vector_index_type() -> VectorIndexType:
return VectorIndexType.FLAT
# Use a cached class-level constant to avoid repeatedly looking up the class attribute
if not hasattr(_VectorIndexConfigFlatCreate, "_VECTOR_INDEX_TYPE_FLAT"):
_VectorIndexConfigFlatCreate._VECTOR_INDEX_TYPE_FLAT = VectorIndexType.FLAT
return _VectorIndexConfigFlatCreate._VECTOR_INDEX_TYPE_FLAT


class _VectorIndexConfigHNSWUpdate(_VectorIndexConfigUpdate):
Expand Down Expand Up @@ -595,7 +598,8 @@ def dynamic(
Args:
See [the docs](https://weaviate.io/developers/weaviate/configuration/indexes#how-to-configure-hnsw) for a more detailed view!
""" # noqa: D417 (missing argument descriptions in the docstring)
return _VectorIndexConfigDynamicCreate(
cls = _VectorIndexConfigDynamicCreate
return cls(
distance=distance_metric,
threshold=threshold,
hnsw=hnsw,
Expand Down