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timescale / pgvectorscale

A complement to pgvector for high performance, cost efficient vector search on large workloads.
PostgreSQL License
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ERROR: index out of bounds: the len is 50 but the index is 50 #71

Closed jgpruitt closed 2 months ago

jgpruitt commented 3 months ago

[XX000] ERROR: index out of bounds: the len is 50 but the index is 50

Seems to be a bug when updating a row indexed by tsv.

https://timescaledb.slack.com/archives/C02LXMKJMMJ/p1711744136404709

script to reproduce

CREATE TABLE t_test (
    hash TEXT PRIMARY KEY,
    embeddings VECTOR(1024)
);

CREATE INDEX ON t_test USING tsv(embeddings);

INSERT INTO t_test (hash) VALUES ('0dVRLFveZkAO3fMP');

UPDATE t_test
SET embeddings = '[0.2228669673204422, 0.005844772793352604, -0.03271187096834183, 0.2521953582763672, -0.8509951829910278, 0.15522673726081848, 0.4392770826816559, 0.06027490273118019, 0.7546850442886353, 0.8681635856628418, 0.2662094235420227, -0.3407822251319885, 0.3321842551231384, -0.25013160705566406, 0.028188923373818398, 0.30347633361816406, -0.08425837010145187, -0.4955769181251526, -1.2940253019332886, 0.055419452488422394, 0.553961455821991, 0.2968634366989136, -0.5946058630943298, -0.2145950347185135, 0.023922165855765343, 0.5806304216384888, -0.13861462473869324, 0.7236800789833069, 1.0380131006240845, 0.28752169013023376, -0.03302623704075813, 0.522712767124176, -0.39090490341186523, -0.33574801683425903, 0.6925944685935974, 0.03159381449222565, 0.18926626443862915, 0.739274263381958, 0.05708504840731621, -0.03717436641454697, 0.2897428870201111, -0.1802341789007187, 0.24288274347782135, -1.0555336475372314, -0.34585505723953247, -0.29256415367126465, -0.2806054651737213, 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WHERE hash = '0dVRLFveZkAO3fMP';
cevian commented 2 months ago

I couldn't repro from the example, but I think I found it in the code and it's fixed.

Original bug: is here because the capacity() is not limited by num_neighbors and grows geometrically.

The current code limits by num_neighbors