Create vector index in SchemeShard #4967

azevaykin · 2024-05-29T10:51:01Z

Changelog entry

Support for vector index in SchemeShard.
Note! There are several index implementation tables now.

Base table:

CREATE TABLE vectors (
    id Uint32,  -- an id of a vector
    embedding String, -- a vector embedding
    covered String, -- a covered column for index
    other String, -- another column
    PRIMARY KEY (id)
)

Vector index tables:

CREATE TABLE indexImplLevelTable(
    '-parent' Uint32, -- a parent id of the cluster
    '-id' Uint32,  -- an id of the cluster
    '-embedding'String, -- a coordinate of the cluster
    PRIMARY KEY ('-parent', '-id')
)

CREATE TABLE indexImplPostingTable(
    '-parent' Uint32,	-- a parent id of the cluster
    id Uint32, -- a PK of the base table
    covered String, -- a covered column
    PRIMARY KEY ('-parent', id)
)

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Additional information

...

github-actions · 2024-05-29T10:52:15Z

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github-actions · 2024-05-30T06:24:59Z

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ydb/core/tx/schemeshard/ut_index/ut_vector_index.cpp

azevaykin · 2024-06-03T09:41:00Z

Комментарий от ijon:

нет поддержки нового типа индекса в public api и с++ sdk — но это пока ожидаемо, полагаю, ты этого пока и не делал (там помимо прочего должна быть конверсия в table_description.cpp, и, например, расширение enum в ytable_enum.h)
расширение EPathSubType как способ указать, что таблица не обычная пользовательская, а реализует что-то специфическое
- выдача подтипа в результате describe
- и сокрытие такой спец.таблицы от глаз пользователя на уровне scheme-cache — индексные таблицы у нас от пользователя прячутся

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github-actions · 2024-06-20T13:28:35Z

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🟡 2024-06-20 15:57:11 UTC ydbd size 5.7 GiB changed by +252.4 KiB, which is >= 100.0 KiB vs main: Warning

ydbd size dash	main: `0531706`	merge: `3196274`	diff	diff %
ydbd size	6 149 731 584 Bytes	6 149 990 040 Bytes	+252.4 KiB	+0.004%
ydbd stripped size	1 527 571 776 Bytes	1 527 634 912 Bytes	+61.7 KiB	+0.004%

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TESTS	PASSED	ERRORS	FAILED	SKIPPED	MUTED^?
75345	61990	0	46	13291	18

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ydbd size dash	main: `0531706`	merge: `3196274`	diff	diff %
ydbd size	9 215 542 624 Bytes	9 215 847 784 Bytes	+298.0 KiB	+0.003%
ydbd stripped size	711 334 640 Bytes	711 366 416 Bytes	+31.0 KiB	+0.004%

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🟡 2024-07-12 09:51:08 UTC ydbd size 5.2 GiB changed* by +584.9 KiB, which is >= 100.0 KiB vs main: Warning

ydbd size dash	main: `d8c88f9`	merge: `c542ec4`	diff	diff %
ydbd size	5 609 029 976 Bytes	5 609 628 888 Bytes	+584.9 KiB	+0.011%
ydbd stripped size	1 207 403 312 Bytes	1 207 502 512 Bytes	+96.9 KiB	+0.008%

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ydbd size dash	main: `d8c88f9`	merge: `c542ec4`	diff	diff %
ydbd size	8 719 374 656 Bytes	8 720 366 208 Bytes	+968.3 KiB	+0.011%
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ydbd size dash	main: `d0aff76`	merge: `78a1ffc`	diff	diff %
ydbd size	8 718 800 608 Bytes	8 719 789 800 Bytes	+966.0 KiB	+0.011%
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ydbd size dash	main: `d0aff76`	merge: `78a1ffc`	diff	diff %
ydbd size	5 608 995 032 Bytes	5 609 587 768 Bytes	+578.8 KiB	+0.011%
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ydbd size dash	main: `6ee94d0`	merge: `7871b5a`	diff	diff %
ydbd size	5 574 428 104 Bytes	5 575 085 992 Bytes	+642.5 KiB	+0.012%
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ydbd size	8 691 591 640 Bytes	8 692 759 368 Bytes	+1.1 MiB	+0.013%
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azevaykin requested a review from ijon May 29, 2024 13:46

azevaykin force-pushed the SchemeShardVectorIndex branch from 311e293 to cc8d456 Compare May 30, 2024 06:21

azevaykin requested a review from CyberROFL May 30, 2024 06:39

snaury reviewed May 30, 2024

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ydb/core/tx/schemeshard/ut_index/ut_vector_index.cpp Outdated Show resolved Hide resolved

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azevaykin marked this pull request as draft June 11, 2024 06:10

azevaykin force-pushed the SchemeShardVectorIndex branch from cc8d456 to 88cb424 Compare June 13, 2024 05:33

azevaykin force-pushed the SchemeShardVectorIndex branch from 88cb424 to 09e16ce Compare June 13, 2024 06:05

azevaykin force-pushed the SchemeShardVectorIndex branch 2 times, most recently from 3d3d6ec to 590842a Compare June 27, 2024 07:54

azevaykin force-pushed the SchemeShardVectorIndex branch from 590842a to ba7ffd4 Compare July 1, 2024 10:02

azevaykin added 2 commits July 12, 2024 05:25

Resize ImplTableDescriptions in FillIndexTablePartitioning

a7a0df2

TIndexDescription contains TVector<TGlobalIndexSettings>

5361979

azevaykin dismissed MBkkt’s stale review via 5361979 July 12, 2024 07:01

ijon previously approved these changes Jul 12, 2024

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ImplTableDescriptions should be persisted in future

e1539e2

azevaykin dismissed ijon’s stale review via e1539e2 July 12, 2024 12:02

azevaykin requested a review from ijon July 13, 2024 09:05

Vector index in SDK

c93567d

MBkkt approved these changes Jul 15, 2024

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ijon approved these changes Jul 15, 2024

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azevaykin merged commit b6e9c7d into ydb-platform:main Jul 15, 2024

azevaykin deleted the SchemeShardVectorIndex branch July 15, 2024 13:09

marsaly79 pushed a commit to marsaly79/ydb that referenced this pull request Jul 15, 2024

Create vector index in SchemeShard (ydb-platform#4967)

e8da870

GrigoriyPA mentioned this pull request Jul 16, 2024

YQ-3152 fix error failed to execute callable ResWrite! #6752

Merged

azevaykin mentioned this pull request Jul 19, 2024

Fixes for multiple implementation tables in vector index #6854

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kunga mentioned this pull request Aug 22, 2025

Fulltext index: Initial version #23384

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Create vector index in SchemeShard #4967

Create vector index in SchemeShard #4967

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