Add create_vector_index for IVF_PQ, IVF_HNSW, IVF_SQ vector indices#25
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Add create_vector_index for IVF_PQ, IVF_HNSW, IVF_SQ vector indices#25beinan wants to merge 1 commit into
beinan wants to merge 1 commit into
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Adds create_vector_index() as a passthrough to lance.LanceDataset.create_index() with consistent dataset construction patterns. Supports IVF_PQ, IVF_HNSW_PQ, IVF_HNSW_SQ, IVF_FLAT, IVF_SQ with configurable metric, partitions, and GPU acceleration. Co-Authored-By: Beinan Wang <beinanwang@microsoft.com>
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Summary
create_vector_index()public API that wrapslance.LanceDataset.create_index()with daft-lance's standard dataset construction pattern (URI, io_config, storage_options, version, etc.)**kwargsfor advanced lance params (ivf_centroids, pq_codebook, target_partition_size, etc.)Test plan
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