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Databases

ClickHouse vector search quality is hard to get right

2 posts from 2 people2d activeFading, +0 this weekunverified

Posts per day

Posts per day2 posts, Oct 6 to Nov 9

The posts behind it

GitHub issuesClickHouse/ClickHouse · fm4vNov 2

Vector similarity index returns wrong or no neighbours on 26.6 when a part has more than one index granule, fixed on 26.7 and later, needs a backport

On 26.6 a `vector_similarity` index returns wrong rows, wrong `_distance` values, or fewer rows than `LIMIT` whenever a data part contains more than one vector index granule, i.e. when the index is declared with an explicit `GRANULARITY N` and the part has more than `N` table...

2 replies
GitHub issuesClickHouse/ClickHouse · clickgapaiOct 6

No-rescoring vector search returns non-candidate rows with fake distance 1000

### Describe what's wrong - Without rescoring (the default), vector search can return rows the index did not shortlist. - Triggers when 60% or more of rows in the read granules are candidates, e.g. small parts/granules relative to `LIMIT`. - Expected only shortlisted neighbours;...

Companies and products named

2 posts
2 posts
About this problem

Evidence

2 posts from 2 people in 1 place, about 1 a week over 28 days. Mostly on ClickHouse/ClickHouse. Tools named alongside: GitHub.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts that state a pain and match the "vector-search" rule about ClickHouse. First post Oct 6, 2026, latest Nov 2, 2026. Unverified: fewer than 3 posts, or one person or place only. Method

The same problem elsewhere

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Other ClickHouse problems

ClickHouse upgrades break working setups

31 posts from 20 people on GitHub issues.

ClickHouse users keep filing bugs

Top post: "Tighten seccomp policy for optional kernel interfaces", one of 19 posts from 8 people on GitHub issues.

Trouble with ClickHouse column

Top post: "MaterializedPostgreSQL: reading a Nullable column's .null subcolumn (x IS NULL, count(x)) fails with", one of 15 posts from 9 people on GitHub issues.

ClickHouse costs outgrow the value it gives

11 posts from 3 people on GitHub issues.

Trouble with ClickHouse table

Top post: "`SYSTEM RESTORE REPLICA` on a second replica over-bumps the table `metadata` znode version; every later", one of 8 posts from 5 people on GitHub issues.

Experiments on ClickHouse are hard to reproduce and track

8 posts from 1 person on GitHub issues. Unverified.

Trouble with ClickHouse tables

Top post: "Paimon: resolve columns by field id, so tables with renamed or re-added columns are readable", one of 7 posts from 6 people on GitHub issues.

Trouble with ClickHouse join

Top post: "Explicit grace_hash now spills at max_bytes_ratio_before_external_join = 0.5 although the build side fits in", one of 5 posts from 4 people on GitHub issues.

ClickHouse error messages are cryptic

5 posts from 3 people on GitHub issues.

Trouble with ClickHouse read

Top post: "ORC: a corrupt PostScript `metadata_length` makes ORC predicate pushdown read `stripe_stats` out of bounds,", one of 4 posts from 4 people on GitHub issues.

Trouble with ClickHouse database

Top post: "`DROP NAMED COLLECTION` succeeds while a database uses the collection, and the server then fails to start", one of 4 posts from 2 people on GitHub issues.

Trouble with ClickHouse query

Top post: "Memory tracker counts jemalloc's freed pages as used, so a heavy query started right after another spills to", one of 4 posts from 3 people on GitHub issues.

History

Momentum went from steady to fading.

Nov 9, 2026

First seen with 2 posts.

Nov 6, 2026