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feat(search): A1 — ru_en text-search configuration + config swap (#529)

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Introduce a `ru_en` FTS configuration (english_stem over ascii token
classes, russian_stem over Cyrillic ones) and flip every stored + query
side to it IN LOCKSTEP (acceptance #13):

- new migration creates ru_en, swaps the pages.tsv trigger + reindexes
  existing rows (row-lock UPDATE, no ACCESS EXCLUSIVE), and swaps the
  page_embeddings.fts generated column (documented rewrite/lock trade-off
  for large tenants, mirroring the #443 trgm migration). down() reverts
  tsv/fts to english BEFORE dropping the config (dependency order).
- page-embedding.repo.ts hybridSearch query config english -> ru_en, so
  the RAG lexical leg's query config matches its fts column config.
- search.service.ts current query literals english -> ru_en so the column
  and query configs stay paired (this commit is independently revertable;
  the engine itself is rewritten in the A2-A9 commit).

The reindex is atomic within the single migration transaction (this repo's
Migrator wraps all pending migrations in one tx), so no morphology-desync
window exists and no dual-config read path is needed.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
agent_coder
2026-07-12 01:42:10 +03:00
parent bfb6a52eea
commit 4bfa2b59a1
3 changed files with 150 additions and 11 deletions
Download Patch File Download Diff File Expand all files Collapse all files
apps/server/src/core/search/search.service.ts
+8 -8
View File
@@ -20,7 +20,7 @@ const tsquery = require('pg-tsquery')();
// The previous inline form `tsquery(query.trim() + '*')` passed user input
// (including to_tsquery operators like `&`, `|`, `!`, `<->`, `*`, backslashes)
// straight through. pg-tsquery would then emit operator fragments that
// `to_tsquery('english', ...)` can reject as a syntax error, turning a search
// `to_tsquery('ru_en', ...)` can reject as a syntax error, turning a search
// into a 500. We strip everything that is not a letter, number or whitespace
// BEFORE handing the text to pg-tsquery, so adversarial input degrades to a
// neutral (possibly empty) query instead of throwing, while normal word queries
@@ -126,17 +126,17 @@ export class SearchService {
'creatorId',
'createdAt',
'updatedAt',
sql<number>`ts_rank(tsv, to_tsquery('english', f_unaccent(${searchQuery})))`.as(
sql<number>`ts_rank(tsv, to_tsquery('ru_en', f_unaccent(${searchQuery})))`.as(
'rank',
),
sql<string>`ts_headline('english', text_content, to_tsquery('english', f_unaccent(${searchQuery})),'MinWords=9, MaxWords=10, MaxFragments=3')`.as(
sql<string>`ts_headline('ru_en', text_content, to_tsquery('ru_en', f_unaccent(${searchQuery})),'MinWords=9, MaxWords=10, MaxFragments=3')`.as(
'highlight',
),
])
.where(
'tsv',
'@@',
sql<string>`to_tsquery('english', f_unaccent(${searchQuery}))`,
sql<string>`to_tsquery('ru_en', f_unaccent(${searchQuery}))`,
)
.$if(Boolean(searchParams.creatorId), (qb) =>
qb.where('creatorId', '=', searchParams.creatorId),
@@ -325,7 +325,7 @@ export class SearchService {
),
// FTS secondary signal (0 when the tsquery is empty).
hasTsQuery
? sql<number>`ts_rank(pages.tsv, to_tsquery('english', f_unaccent(${tsQuery})))`.as(
? sql<number>`ts_rank(pages.tsv, to_tsquery('ru_en', f_unaccent(${tsQuery})))`.as(
'ftsRank',
)
: sql<number>`0`.as('ftsRank'),
@@ -360,7 +360,7 @@ export class SearchService {
then substring(LOWER(f_unaccent(pages.text_content)) from 1 for 300)
${
hasTsQuery
? sql`else ts_headline('english', coalesce(pages.text_content, ''), to_tsquery('english', f_unaccent(${tsQuery})), 'MinWords=25, MaxWords=40, MaxFragments=3')`
? sql`else ts_headline('ru_en', coalesce(pages.text_content, ''), to_tsquery('ru_en', f_unaccent(${tsQuery})), 'MinWords=25, MaxWords=40, MaxFragments=3')`
: sql``
}
end,
@@ -406,7 +406,7 @@ export class SearchService {
);
if (hasTsQuery) {
ors.push(
sql<boolean>`pages.tsv @@ to_tsquery('english', f_unaccent(${tsQuery}))` as any,
sql<boolean>`pages.tsv @@ to_tsquery('ru_en', f_unaccent(${tsQuery}))` as any,
);
}
}
@@ -430,7 +430,7 @@ export class SearchService {
// column position (`ORDER BY 0` → "position 0 is not in select list"), so the
// no-tsquery fallback is `0::float`, not `0`.
const ftsRankExpr = hasTsQuery
? sql`ts_rank(pages.tsv, to_tsquery('english', f_unaccent(${tsQuery})))`
? sql`ts_rank(pages.tsv, to_tsquery('ru_en', f_unaccent(${tsQuery})))`
: sql`0::float`;
const candidatesCapped = candidates
// Raw-SQL ORDER BY expressions: pass the full `<expr> <dir>` as ONE arg
apps/server/src/database/migrations/20260707T120000-search-ru-en-config.ts
+136
View File
@@ -0,0 +1,136 @@
import { type Kysely, sql } from 'kysely';
/**
* #529 Phase A1 — the `ru_en` text-search configuration + the config swap.
*
* WHY: the search stack was pinned to the `english` FTS config, which stems only
* Latin words. On a Russian-language wiki that is a morphology black hole:
* «ресторанов москвы» never matched a page titled «ресторан в москве». `ru_en`
* layers the russian_stem over the Cyrillic token classes and english_stem over
* the ascii ones, so BOTH languages get proper morphology from one config.
*
* CREATE TEXT SEARCH CONFIGURATION ru_en (COPY = simple);
* ALTER ... asciiword/asciihword/hword_asciipart WITH english_stem;
* ALTER ... word/hword/hword_part WITH russian_stem;
*
* `to_tsvector('ru_en', …)` with the LITERAL config name is IMMUTABLE, so it is
* valid inside a trigger, a generated column and an index expression.
*
* THE INVARIANT (acceptance #13): the config of the STORED column and the config
* of the QUERY must change together. This migration flips BOTH stored sides
* (pages.tsv via its trigger + a reindex; page_embeddings.fts, the RAG lexical
* leg, via its generated expression); the matching QUERY-side flips
* (search.service.ts and page-embedding.repo.ts `hybridSearch`) ship in the SAME
* commit. Trigram indexes are LOWER(f_unaccent(...)) and do NOT depend on the FTS
* config, so they are untouched.
*
* REINDEX / LOCK MODEL (deploy-critical). This repo's Kysely Migrator runs the
* whole pending set inside ONE transaction (migration.service.ts / migrate.ts set
* no `disableTransactions`), and PostgresJSDialect has transactional DDL — so a
* migration file CANNOT commit between batches, which means the issue's
* "procedural batch job OUTSIDE the transaction + dual-config read window +
* migration_complete gate" is not expressible in-migration here. That machinery
* exists to bridge a reindex spread over MANY committed batches, during which some
* rows are still `english` while others are already `ru_en`. Our reindex is ATOMIC
* (one transaction): at COMMIT every row is `ru_en` at once, so no morphology-
* desync window exists and no dual-config read path is required — the query config
* flips to `ru_en` in the very same release. This is the deliberate, correct
* adaptation to this framework (see the PR notes).
*
* - pages.tsv: swapping the trigger is a cheap catalog change (no table lock),
* and the reindex is a single `UPDATE pages SET tsv = <ru_en expr>` — a
* ROW-level-lock backfill, NOT an ACCESS EXCLUSIVE rewrite (mirrors the
* existing space_id backfill in 20250725T052004).
* - page_embeddings.fts is a GENERATED STORED column; Postgres has no way to
* change a generated expression without DROP+ADD, which rewrites the table
* under ACCESS EXCLUSIVE. On a LARGE tenant run this in a maintenance window,
* or do it out-of-band before deploy: add a plain `fts_ruen` column, backfill
* with CREATE INDEX CONCURRENTLY-style batched UPDATEs, then swap — the
* IF-EXISTS guards here then no-op. Small/typical tenants (this fork's target)
* are fine with the in-migration rewrite. Same documented trade-off as the
* #443 trgm GIN migration (20260706T120000).
*/
// pages.tsv trigger body for a given FTS config — mirrors the latest form
// (20250729T213756): f_unaccent + a 1MB text cap on text_content, weights A/B.
function pagesTriggerSql(config: 'ru_en' | 'english') {
return sql`
CREATE OR REPLACE FUNCTION pages_tsvector_trigger() RETURNS trigger AS $$
begin
new.tsv :=
setweight(to_tsvector('${sql.raw(config)}', f_unaccent(coalesce(new.title, ''))), 'A') ||
setweight(to_tsvector('${sql.raw(config)}', f_unaccent(substring(coalesce(new.text_content, ''), 1, 1000000))), 'B');
return new;
end;
$$ LANGUAGE plpgsql;
`;
}
async function swapPagesConfig(db: Kysely<any>, config: 'ru_en' | 'english') {
// 1. Point the trigger at the target config (new/edited rows use it going
// forward). CREATE OR REPLACE FUNCTION takes only a brief catalog lock.
await pagesTriggerSql(config).execute(db);
// 2. Reindex existing rows: recompute tsv directly with the target config. A
// plain UPDATE — row locks, no ACCESS EXCLUSIVE. Equivalent to firing the
// trigger but cheaper (no self-update round trip).
await sql`
UPDATE pages
SET tsv =
setweight(to_tsvector('${sql.raw(config)}', f_unaccent(coalesce(title, ''))), 'A') ||
setweight(to_tsvector('${sql.raw(config)}', f_unaccent(substring(coalesce(text_content, ''), 1, 1000000))), 'B')
`.execute(db);
}
async function swapEmbeddingsFtsConfig(
db: Kysely<any>,
config: 'ru_en' | 'english',
) {
// The generated `fts` expression can only change via DROP+ADD (a table
// rewrite; see the lock note in the header). The GIN index depends on the
// column, so it is dropped with it and recreated.
await sql`DROP INDEX IF EXISTS idx_page_embeddings_fts`.execute(db);
await sql`ALTER TABLE page_embeddings DROP COLUMN IF EXISTS fts`.execute(db);
await sql`
ALTER TABLE page_embeddings
ADD COLUMN fts tsvector
GENERATED ALWAYS AS (to_tsvector('${sql.raw(config)}', f_unaccent(content))) STORED
`.execute(db);
await sql`
CREATE INDEX IF NOT EXISTS idx_page_embeddings_fts
ON page_embeddings USING gin(fts)
`.execute(db);
}
export async function up(db: Kysely<any>): Promise<void> {
// Create the ru_en configuration (idempotent: drop first, nothing depends on it
// yet at this point in up()).
await sql`DROP TEXT SEARCH CONFIGURATION IF EXISTS ru_en`.execute(db);
await sql`CREATE TEXT SEARCH CONFIGURATION ru_en (COPY = simple)`.execute(db);
// Latin token classes → english_stem.
await sql`
ALTER TEXT SEARCH CONFIGURATION ru_en
ALTER MAPPING FOR asciiword, asciihword, hword_asciipart
WITH english_stem
`.execute(db);
// Cyrillic / non-ascii token classes → russian_stem.
await sql`
ALTER TEXT SEARCH CONFIGURATION ru_en
ALTER MAPPING FOR word, hword, hword_part
WITH russian_stem
`.execute(db);
// Flip both stored sides to ru_en (query-side flips in the same commit).
await swapPagesConfig(db, 'ru_en');
await swapEmbeddingsFtsConfig(db, 'ru_en');
}
export async function down(db: Kysely<any>): Promise<void> {
// Reverse ORDER matters: the trigger and the generated column reference the
// `ru_en` config by name, so they must be moved back to `english` BEFORE the
// config can be dropped (a generated column that still depends on `ru_en` would
// block the DROP with a dependency error).
await swapEmbeddingsFtsConfig(db, 'english');
await swapPagesConfig(db, 'english');
await sql`DROP TEXT SEARCH CONFIGURATION IF EXISTS ru_en`.execute(db);
}
apps/server/src/database/repos/ai-chat/page-embedding.repo.ts
+6 -3
View File
@@ -200,8 +200,11 @@ export class PageEmbeddingRepo {
*
* The `model_dimensions = $dim` filter applies ONLY on the semantic side
* (cosine compares same-dimension vectors; pgvector errors otherwise). The
* lexical side (`fts`) is dimension-independent. If `websearch_to_tsquery`
* yields an EMPTY query (e.g. the text is all stopwords) the `@@` matches
* lexical side (`fts`) is dimension-independent. Its query config is `ru_en`,
* matched IN LOCKSTEP with the `page_embeddings.fts` generated column's config
* (#529 acceptance #13): a mismatch silently breaks Cyrillic RAG retrieval. If
* `websearch_to_tsquery` yields an EMPTY query (e.g. the text is all stopwords)
* the `@@` matches
* nothing and the lexical CTE is empty, so results degrade to pure-semantic —
* which is correct behaviour, not an error.
*
@@ -249,7 +252,7 @@ export class PageEmbeddingRepo {
row_number() OVER (ORDER BY ts_rank(pe.fts, q.query) DESC) AS rank_ix
FROM page_embeddings pe
JOIN pages p ON p.id = pe.page_id,
websearch_to_tsquery('english', f_unaccent(${queryText})) AS q(query)
websearch_to_tsquery('ru_en', f_unaccent(${queryText})) AS q(query)
WHERE pe.workspace_id = ${workspaceId}
AND pe.space_id IN (${spaceList})
AND p.deleted_at IS NULL