From 844e40e3f9f6fd4f164547c80c7bf99a85af5fdc Mon Sep 17 00:00:00 2001 From: Waleed Latif Date: Sat, 19 Sep 2026 10:01:56 -0700 Subject: [PATCH] improvement(knowledge): rank organization keyword search with Tin A member who reaches more of an organization search index than an exact ranking can afford searched keywords through the GIN projection, which scores every chunk matching the term before access is checked, so a common word cost seconds. Where the database provides the tin extension, a BM25 projection of search-index chunks is kept by embedding and knowledge-base triggers, and the keyword leg ranks with Tin first and checks access only on the top of that ranking, widening the window while too few ranked chunks are readable and leaving a page to GIN if the widest window cannot fill it. The query is analyzed by the same websearch_to_tsquery as the GIN path and translated to TINQL; shapes TINQL cannot express keep GIN. The path is gated by the knowledge-tin-keyword flag, a valid Tin index (built only after the backfill completes), and every base being a search index. Script migration 0019 installs the projection only where tin is available and creatable, so self-hosted databases keep an empty table and the GIN path. --- .github/workflows/test-build.yml | 1 + apps/sim/lib/core/config/env.ts | 1 + .../sim/lib/core/config/feature-flags.test.ts | 15 + apps/sim/lib/core/config/feature-flags.ts | 7 + apps/sim/lib/knowledge/search/diagnostics.ts | 10 + apps/sim/lib/knowledge/search/queries.test.ts | 109 + apps/sim/lib/knowledge/search/queries.ts | 112 +- .../search/tin-keyword-readiness.test.ts | 31 + .../lib/knowledge/search/tin-keyword.test.ts | 90 + apps/sim/lib/knowledge/search/tin-keyword.ts | 95 + .../lib/knowledge/search/tin-query.test.ts | 40 + apps/sim/lib/knowledge/search/tin-query.ts | 195 + .../0367_tin_keyword_projection.sql | 14 + .../db/migrations/meta/0367_snapshot.json | 28066 ++++++++++++++++ packages/db/migrations/meta/_journal.json | 7 + packages/db/schema.ts | 22 + ...rations-paused-billing-attribution.test.ts | 1 + ...6_backfill_search_vectors.postgres.test.ts | 1 + ...19_tin_keyword_projection.postgres.test.ts | 215 + .../0019_tin_keyword_projection.ts | 241 + packages/db/script-migrations/index.ts | 2 + packages/db/scripts/push.test.ts | 23 + packages/db/scripts/push.ts | 31 +- packages/testing/src/mocks/schema.mock.ts | 8 + 24 files changed, 29319 insertions(+), 18 deletions(-) create mode 100644 apps/sim/lib/knowledge/search/tin-keyword-readiness.test.ts create mode 100644 apps/sim/lib/knowledge/search/tin-keyword.test.ts create mode 100644 apps/sim/lib/knowledge/search/tin-keyword.ts create mode 100644 apps/sim/lib/knowledge/search/tin-query.test.ts create mode 100644 apps/sim/lib/knowledge/search/tin-query.ts create mode 100644 packages/db/migrations/0367_tin_keyword_projection.sql create mode 100644 packages/db/migrations/meta/0367_snapshot.json create mode 100644 packages/db/script-migrations/0019_tin_keyword_projection.postgres.test.ts create mode 100644 packages/db/script-migrations/0019_tin_keyword_projection.ts create mode 100644 packages/db/scripts/push.test.ts diff --git a/.github/workflows/test-build.yml b/.github/workflows/test-build.yml index a6415709fc5..22c14043fa5 100644 --- a/.github/workflows/test-build.yml +++ b/.github/workflows/test-build.yml @@ -241,6 +241,7 @@ jobs: bunx vitest run script-migrations/0016_backfill_search_vectors.postgres.test.ts script-migrations/0018_repair_workspace_file_content_revision.postgres.test.ts + script-migrations/0019_tin_keyword_projection.postgres.test.ts - name: Verify Search progress, pagination, and outbox scheduling in PostgreSQL working-directory: apps/sim diff --git a/apps/sim/lib/core/config/env.ts b/apps/sim/lib/core/config/env.ts index de96c813c5e..ca336258c1f 100644 --- a/apps/sim/lib/core/config/env.ts +++ b/apps/sim/lib/core/config/env.ts @@ -629,6 +629,7 @@ export const env = createEnv({ TABLE_ROW_TTL: z.boolean().optional(), CREDENTIAL_GROUPS: z.boolean().optional(), // Enable enterprise Credential Groups globally KNOWLEDGE_MEMBER_ACCESS: z.boolean().optional(), // Enable per-member knowledge connectors and hybrid-by-default retrieval globally + KNOWLEDGE_TIN_KEYWORD: z.boolean().optional(), // Rank large-scope keyword retrieval through the Tin text index where it exists // Organizations - for self-hosted deployments ORGANIZATIONS_ENABLED: z.boolean().optional(), // Enable organizations on self-hosted (bypasses plan requirements) diff --git a/apps/sim/lib/core/config/feature-flags.test.ts b/apps/sim/lib/core/config/feature-flags.test.ts index de18088049a..9b9b2abfce1 100644 --- a/apps/sim/lib/core/config/feature-flags.test.ts +++ b/apps/sim/lib/core/config/feature-flags.test.ts @@ -15,6 +15,7 @@ const { mockFetch, mockIsPlatformAdmin, envRef } = vi.hoisted(() => ({ TABLE_ROW_TTL: undefined as boolean | undefined, CREDENTIAL_GROUPS: undefined as boolean | undefined, KNOWLEDGE_MEMBER_ACCESS: undefined as boolean | undefined, + KNOWLEDGE_TIN_KEYWORD: undefined as boolean | undefined, SLACK_SEARCH_SHARED_APP: undefined as boolean | undefined, }, })) @@ -126,6 +127,7 @@ describe('isFeatureEnabled', () => { setEnvFlags({ isAppConfigEnabled: false }) envRef.CREDENTIAL_GROUPS = undefined envRef.KNOWLEDGE_MEMBER_ACCESS = undefined + envRef.KNOWLEDGE_TIN_KEYWORD = undefined envRef.SLACK_SEARCH_SHARED_APP = undefined }) @@ -162,6 +164,19 @@ describe('isFeatureEnabled', () => { }) }) + describe('knowledge-tin-keyword flag', () => { + it('is a global switch', async () => { + expect(await isFeatureEnabled('knowledge-tin-keyword')).toBe(false) + envRef.KNOWLEDGE_TIN_KEYWORD = true + expect(await isFeatureEnabled('knowledge-tin-keyword')).toBe(true) + }) + + it('follows an AppConfig global rule', async () => { + withAppConfig({ 'knowledge-tin-keyword': { enabled: true } }) + expect(await isFeatureEnabled('knowledge-tin-keyword')).toBe(true) + }) + }) + describe('knowledge-member-access flag', () => { it('uses a global fallback switch off AppConfig', async () => { expect(await isFeatureEnabled('knowledge-member-access')).toBe(false) diff --git a/apps/sim/lib/core/config/feature-flags.ts b/apps/sim/lib/core/config/feature-flags.ts index 2a94f48ee09..0ae28b81c57 100644 --- a/apps/sim/lib/core/config/feature-flags.ts +++ b/apps/sim/lib/core/config/feature-flags.ts @@ -93,6 +93,13 @@ const FEATURE_FLAGS = { 'KNOWLEDGE_MEMBER_ACCESS.', fallback: 'KNOWLEDGE_MEMBER_ACCESS', }, + 'knowledge-tin-keyword': { + description: + 'Rank keyword retrieval for members whose permitted set is too large to enumerate through ' + + 'the Tin text index instead of GIN. Has no effect where the Tin keyword index is absent or ' + + 'invalid. Off-AppConfig falls back to KNOWLEDGE_TIN_KEYWORD.', + fallback: 'KNOWLEDGE_TIN_KEYWORD', + }, } satisfies Record /** diff --git a/apps/sim/lib/knowledge/search/diagnostics.ts b/apps/sim/lib/knowledge/search/diagnostics.ts index 534801c106f..a3d97bae9fc 100644 --- a/apps/sim/lib/knowledge/search/diagnostics.ts +++ b/apps/sim/lib/knowledge/search/diagnostics.ts @@ -51,6 +51,9 @@ export type SearchStage = | 'vector.exact_candidates' | 'vector.exact' | 'vector.candidate_search' + | 'keyword.tin' + | 'keyword.tin_readiness' + | 'keyword.tin_query' | 'source_overview' | 'source_overview.availability' | 'source_overview.providers' @@ -98,6 +101,13 @@ export interface SearchDiagnosticMetadata { permittedDocuments?: 'bounded' | 'unbounded' /** Documents in a bounded permitted set. */ permittedDocumentCount?: number + /** + * Which index ranked an unbounded keyword leg: `tin` ranks by BM25 and checks access on the top + * of that ranking; `gin` ranks every match. Absent when the leg ranked inside a bounded set. + */ + keywordRanking?: 'tin' | 'gin' + /** Candidates Tin ranked before access was checked on the last keyword page. */ + keywordTinWindow?: number vectorCandidateCount?: number vectorCandidateDimensions?: number resultCount?: number diff --git a/apps/sim/lib/knowledge/search/queries.test.ts b/apps/sim/lib/knowledge/search/queries.test.ts index acb205cda09..7f469403067 100644 --- a/apps/sim/lib/knowledge/search/queries.test.ts +++ b/apps/sim/lib/knowledge/search/queries.test.ts @@ -10,6 +10,15 @@ import { schemaMock, } from '@sim/testing' import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest' + +const { mockResolveTinKeywordQuery } = vi.hoisted(() => ({ + mockResolveTinKeywordQuery: vi.fn<() => Promise>(async () => null), +})) + +vi.mock('@/lib/knowledge/search/tin-keyword', () => ({ + resolveTinKeywordQuery: mockResolveTinKeywordQuery, +})) + import { type KnowledgeAccessProvider, type UserAccessScope, @@ -1489,6 +1498,106 @@ describe('permitted-document planner', () => { expect(JSON.stringify(keyword)).toContain('doc-a') }) + describe('Tin keyword ranking for an unbounded caller', () => { + const unbounded: PermittedDocuments = { kind: 'unbounded' } + const keyword = (overrides: Partial[0]> = {}) => + executeKeywordSearch({ + ...params, + topK: 1, + query: 'release', + queryVector: params.queryVector!, + permitted: unbounded, + ...overrides, + }) + const tinStatements = () => + statements().filter((query) => query.sql.includes('ranked_tin_chunks')) + const ginStatements = () => + statements().filter((query) => query.sql.includes('WITH matched_keyword_chunks')) + let tinPages: Array<{ ranked: number; candidates: ReturnType[] }> + + beforeEach(() => { + mockResolveTinKeywordQuery.mockReset() + mockResolveTinKeywordQuery.mockResolvedValue('"releas"') + tinPages = [] + dbChainMockFns.execute.mockImplementation(async (query) => + render(query).sql.includes('ranked_tin_chunks') + ? [tinPages.shift() ?? { ranked: 0, candidates: [] }] + : [] + ) + }) + + it('ranks with Tin and checks access only on the top of that ranking', async () => { + tinPages = [{ ranked: 1500, candidates: [hit('a', null)] }] + queueTableRows(schemaMock.embedding, [{ ...hit('a', null), content: 'release notes' }]) + const results = await keyword() + expect(results.map((row) => row.id)).toEqual(['a']) + expect(mockResolveTinKeywordQuery).toHaveBeenCalledWith( + ['org-index'], + 'release', + 'english', + params.budget + ) + expect(ginStatements()).toHaveLength(0) + expect(JSON.stringify(tinStatements()[0])).toContain('2000') + /** `==>` binds tighter than `||`, so the concatenated query must be parenthesized. */ + expect(tinStatements()[0].sql).toContain('==> (?)') + }) + + it('widens the ranked window while too few ranked chunks are readable', async () => { + tinPages = [ + { ranked: 2000, candidates: [] }, + { ranked: 4000, candidates: [hit('b', null)] }, + ] + queueTableRows(schemaMock.embedding, [{ ...hit('b', null), content: 'release notes' }]) + expect((await keyword()).map((row) => row.id)).toEqual(['b']) + const windows = tinStatements().map((query) => JSON.stringify(query)) + expect(windows[0]).toContain('2000') + expect(windows[1]).toContain('10000') + expect(ginStatements()).toHaveLength(0) + }) + + it('stops widening once Tin ranked every match', async () => { + tinPages = [{ ranked: 12, candidates: [] }] + expect(await keyword()).toEqual([]) + expect(tinStatements()).toHaveLength(1) + expect(ginStatements()).toHaveLength(0) + }) + + it('leaves the page to the GIN ranking when the widest window cannot fill it', async () => { + tinPages = [ + { ranked: 2000, candidates: [] }, + { ranked: 10_000, candidates: [] }, + { ranked: 50_000, candidates: [] }, + ] + await keyword() + expect(tinStatements()).toHaveLength(3) + expect(ginStatements()).toHaveLength(1) + }) + + it.each([ + ['a bounded permitted set', { permitted: bounded({ id: 'doc-a', connectorId: null }) }], + [ + 'structured tag filters', + { + structuredFilters: [ + { tagSlot: 'tag1', fieldType: 'text', operator: 'eq', value: 'x' }, + ] as StructuredFilter[], + }, + ], + ])('keeps GIN ranking for %s', async (_case, overrides) => { + await keyword(overrides) + expect(mockResolveTinKeywordQuery).not.toHaveBeenCalled() + expect(tinStatements()).toHaveLength(0) + }) + + it('keeps GIN ranking when Tin is not ready or cannot express the query', async () => { + mockResolveTinKeywordQuery.mockResolvedValue(null) + await keyword() + expect(tinStatements()).toHaveLength(0) + expect(ginStatements()).toHaveLength(1) + }) + }) + it('skips keyword SQL entirely when nothing is permitted', async () => { expect( await executeKeywordSearch({ diff --git a/apps/sim/lib/knowledge/search/queries.ts b/apps/sim/lib/knowledge/search/queries.ts index edb7038ef47..9a0215d0e6f 100644 --- a/apps/sim/lib/knowledge/search/queries.ts +++ b/apps/sim/lib/knowledge/search/queries.ts @@ -3,6 +3,7 @@ import { document, embedding, embeddingKeywordSearch, + embeddingKeywordTin, embeddingSearch, knowledgeConnector, } from '@sim/db/schema' @@ -35,6 +36,7 @@ import { import { workspaceSearchFilterConditions } from '@/lib/knowledge/search/filter-conditions' import type { WorkspaceSearchFilters } from '@/lib/knowledge/search/filters' import { applyRecencyBoost, RRF_K } from '@/lib/knowledge/search/recency' +import { resolveTinKeywordQuery } from '@/lib/knowledge/search/tin-keyword' import { coerceTagFilterValue, escapeLikePattern, @@ -491,6 +493,13 @@ export function getStructuredTagFilters(filters: StructuredFilter[], embeddingTa */ const FTS_CONFIG = 'english' +/** + * Chunks Tin ranks before access is checked, widening while too few are readable to fill a page. + * A caller past the permitted-set limit reads a large share of the index, so the first window + * almost always fills; the widest bounds the work before the GIN ranking takes over. + */ +const TIN_KEYWORD_WINDOWS = [2000, 10_000, 50_000] as const + /** * Row visibility predicates shared by every search leg: a chunk is only * retrievable when both it and its document are enabled, the document finished @@ -1348,6 +1357,96 @@ export async function executeKeywordSearch(params: KeywordSearchParams): Promise ...tagFilterConditions, ] const candidateRank = sql`ts_rank_cd(${embeddingKeywordSearch.contentTsv}, ${tsQuery})` + /** + * A caller reaching past the permitted-set limit reads much of the index, so ranking every + * match before checking access is the leg's whole cost for a common term. Where the Tin + * projection is complete, BM25 ranks inside the bases first and access is checked only on the + * top of that ranking. + */ + const tinQuery = + params.permitted?.kind === 'unbounded' && tagFilterConditions.length === 0 + ? await resolveTinKeywordQuery(knowledgeBaseIds, query, FTS_CONFIG, params.budget) + : null + annotateSearchDiagnostics({ + ...(params.permitted?.kind === 'unbounded' + ? { keywordRanking: tinQuery ? 'tin' : 'gin' } + : {}), + }) + const documentConditions = (excludedSources: readonly string[]) => + and( + ...candidateDocumentConditions( + knowledgeBaseIds, + access, + params.filters, + knowledgeMetadataCandidateAccessCondition(access) + ), + excludeSearchSources(excludedSources) + ) + /** + * One page from the top of Tin's ranking. The window of ranked chunks widens while too few of + * them are readable to fill the page; if the widest window still cannot, the page is left to + * the GIN ranking, which covers every match. + */ + const selectTinPage = async ( + scopedQuery: SQL, + limit: number, + offset: number, + excludedSources: readonly string[] + ): Promise => { + for (const window of TIN_KEYWORD_WINDOWS) { + if (window < offset + limit) continue + const [page] = await runSearchQuery(params.budget, 'keyword.tin', (executor) => + executor.execute<{ ranked: number; candidates: SearchReadCandidate[] }>(sql` + WITH ranked_tin_chunks AS MATERIALIZED ( + SELECT ${embeddingKeywordTin.id} AS id, ${embeddingKeywordTin.documentId} AS document_id, + ${embeddingKeywordTin.enabled} AS enabled, + tin.full_score(${embeddingKeywordTin}.ctid) AS keyword_rank + FROM ${embeddingKeywordTin} + WHERE ${embeddingKeywordTin.content} ==> (${scopedQuery}) + ORDER BY keyword_rank DESC + LIMIT ${window} + ), visible_keyword_documents AS MATERIALIZED ( + SELECT ${document.id} AS id FROM ${document} + WHERE ${and( + sql`${document.id} = ANY (ARRAY(SELECT document_id FROM ranked_tin_chunks))`, + documentConditions(excludedSources) + )} + ), page AS ( + SELECT ranked_tin_chunks.id, ${document.id} AS "documentId", + ${document.connectorId} AS "connectorId", + ${SEARCH_READ_CANDIDATE_FIELDS.liveAuthorizationSource} AS "liveAuthorizationSource", + ranked_tin_chunks.keyword_rank + FROM ranked_tin_chunks INNER JOIN ${document} + ON ${document.id} = ranked_tin_chunks.document_id + WHERE ranked_tin_chunks.enabled + AND ranked_tin_chunks.document_id IN (SELECT id FROM visible_keyword_documents) + ORDER BY ranked_tin_chunks.keyword_rank DESC, ranked_tin_chunks.id + LIMIT ${limit} OFFSET ${offset} + ) + SELECT (SELECT count(*)::int FROM ranked_tin_chunks) AS ranked, + coalesce(( + SELECT json_agg(json_build_object( + 'id', page.id, 'documentId', page."documentId", 'connectorId', page."connectorId", + 'liveAuthorizationSource', page."liveAuthorizationSource" + ) ORDER BY page.keyword_rank DESC, page.id) + FROM page + ), '[]'::json) AS candidates + `) + ) + annotateSearchDiagnostics({ keywordTinWindow: window }) + if (page.candidates.length === limit || page.ranked < window) { + return { candidates: page.candidates, nextOffset: offset + page.candidates.length } + } + } + return null + } + /** Parenthesized where used: `==>` binds tighter than `||`. */ + const tinScope = tinQuery + ? sql`'(' || ${sql.join( + knowledgeBaseIds.map((id) => sql`knowledge_tin_base_token(${id}) || '^0'`), + sql` || ' OR ' || ` + )} || ') AND (' || ${tinQuery} || ')'` + : undefined /** Keep readable identities and rank scalars separate so sorts never carry full text-search vectors. */ return selectAuthorizedSearchResults({ leg: 'keyword', @@ -1368,6 +1467,11 @@ export async function executeKeywordSearch(params: KeywordSearchParams): Promise ? permittedDocumentIds(params.permitted.documents, excludedSources) : undefined if (permittedIds?.length === 0) return { candidates: [], nextOffset: offset } + if (tinScope && !permittedIds) { + const tinPage = await selectTinPage(tinScope, limit, offset, excludedSources) + if (tinPage) return tinPage + annotateSearchDiagnostics({ keywordRanking: 'gin' }) + } const baseScope = and( inArray(embeddingKeywordSearch.knowledgeBaseId, knowledgeBaseIds), eq(embeddingKeywordSearch.enabled, true) @@ -1411,13 +1515,7 @@ export async function executeKeywordSearch(params: KeywordSearchParams): Promise SELECT ${document.id} AS id FROM ${document} WHERE ${and( sql`${document.id} = ANY (ARRAY(SELECT document_id FROM matched_keyword_chunks))`, - ...candidateDocumentConditions( - knowledgeBaseIds, - access, - params.filters, - knowledgeMetadataCandidateAccessCondition(access) - ), - excludeSearchSources(excludedSources) + documentConditions(excludedSources) )} ), ranked_keyword_candidates AS MATERIALIZED ( SELECT matched_keyword_chunks.id, matched_keyword_chunks.document_id, diff --git a/apps/sim/lib/knowledge/search/tin-keyword-readiness.test.ts b/apps/sim/lib/knowledge/search/tin-keyword-readiness.test.ts new file mode 100644 index 00000000000..1cbf5bbaa3c --- /dev/null +++ b/apps/sim/lib/knowledge/search/tin-keyword-readiness.test.ts @@ -0,0 +1,31 @@ +/** + * @vitest-environment node + */ +import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing' +import { expect, it, vi } from 'vitest' + +vi.mock('@/lib/core/config/feature-flags', () => ({ + isFeatureEnabled: vi.fn(async () => true), +})) + +import { resolveTinKeywordQuery } from '@/lib/knowledge/search/tin-keyword' + +/** Its own file, so the process-wide readiness cache starts empty. */ +it('stays on the GIN projection while the Tin index is incomplete, and remembers that', async () => { + resetDbChainMock() + let indexValid = false + dbChainMockFns.execute.mockImplementation(async (query) => { + const text = JSON.stringify(query) + if (text.includes('indisvalid')) return [{ valid: indexValid }] + if (text.includes('websearch_to_tsquery')) return [{ rendered: "'releas'" }] + return [] + }) + queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-index', isSearchIndex: true }]) + expect(await resolveTinKeywordQuery(['kb-index'], 'release', 'english', undefined)).toBeNull() + indexValid = true + expect(await resolveTinKeywordQuery(['kb-index'], 'release', 'english', undefined)).toBeNull() + const readinessReads = dbChainMockFns.execute.mock.calls.filter(([query]) => + JSON.stringify(query).includes('indisvalid') + ) + expect(readinessReads).toHaveLength(1) +}) diff --git a/apps/sim/lib/knowledge/search/tin-keyword.test.ts b/apps/sim/lib/knowledge/search/tin-keyword.test.ts new file mode 100644 index 00000000000..fabc8afc1ff --- /dev/null +++ b/apps/sim/lib/knowledge/search/tin-keyword.test.ts @@ -0,0 +1,90 @@ +/** + * @vitest-environment node + */ +import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing' +import { beforeEach, describe, expect, it, vi } from 'vitest' + +const { mockIsFeatureEnabled } = vi.hoisted(() => ({ + mockIsFeatureEnabled: vi.fn<() => Promise>(), +})) + +vi.mock('@/lib/core/config/feature-flags', () => ({ + isFeatureEnabled: mockIsFeatureEnabled, +})) + +import { SearchBudget, SearchDeadlineError } from '@/lib/knowledge/search/budget' +import { resolveTinKeywordQuery } from '@/lib/knowledge/search/tin-keyword' + +/** + * Base kinds are cached per process, so each case uses its own bases. Readiness is cached too; + * the incomplete-index case lives in its own file, where the cache starts empty. + */ +describe('resolveTinKeywordQuery', () => { + let indexValid: boolean + let rendered: string + + beforeEach(() => { + resetDbChainMock() + mockIsFeatureEnabled.mockResolvedValue(true) + indexValid = true + rendered = "'releas' & 'note'" + dbChainMockFns.execute.mockImplementation(async (query) => { + const text = JSON.stringify(query) + if (text.includes('indisvalid')) return indexValid ? [{ valid: true }] : [{ valid: false }] + if (text.includes('websearch_to_tsquery')) return [{ rendered }] + return [] + }) + }) + + it('is off while the rollout flag is off, without touching the database', async () => { + mockIsFeatureEnabled.mockResolvedValue(false) + expect( + await resolveTinKeywordQuery(['kb-flag-off'], 'release notes', 'english', undefined) + ).toBeNull() + expect(dbChainMockFns.execute).not.toHaveBeenCalled() + }) + + it('translates the analyzed query once every base is a search index', async () => { + queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-index', isSearchIndex: true }]) + expect(await resolveTinKeywordQuery(['kb-index'], 'release notes', 'english', undefined)).toBe( + '("releas" AND "note")' + ) + }) + + it('is off when any base is not a search index, since only those are projected', async () => { + queueTableRows(schemaMock.knowledgeBase, [ + { id: 'kb-index-2', isSearchIndex: true }, + { id: 'kb-plain', isSearchIndex: false }, + ]) + expect( + await resolveTinKeywordQuery( + ['kb-index-2', 'kb-plain'], + 'release notes', + 'english', + undefined + ) + ).toBeNull() + }) + + it('is off for a query Tin cannot express', async () => { + queueTableRows(schemaMock.knowledgeBase, [{ id: 'kb-negation', isSearchIndex: true }]) + rendered = "!'draft'" + expect(await resolveTinKeywordQuery(['kb-negation'], '-draft', 'english', undefined)).toBeNull() + }) + + it('reads under the keyword budget, so an expired deadline ends the leg instead of querying', async () => { + const expired = new SearchBudget('keyword', performance.now() - 1) + await expect( + resolveTinKeywordQuery(['kb-expired'], 'release notes', 'english', expired) + ).rejects.toBeInstanceOf(SearchDeadlineError) + expect(dbChainMockFns.select).not.toHaveBeenCalled() + expect(dbChainMockFns.execute).not.toHaveBeenCalled() + }) + + it('falls back to GIN instead of failing the search when readiness cannot be read', async () => { + mockIsFeatureEnabled.mockRejectedValue(new Error('config unavailable')) + expect( + await resolveTinKeywordQuery(['kb-error'], 'release notes', 'english', undefined) + ).toBeNull() + }) +}) diff --git a/apps/sim/lib/knowledge/search/tin-keyword.ts b/apps/sim/lib/knowledge/search/tin-keyword.ts new file mode 100644 index 00000000000..e96cac9629b --- /dev/null +++ b/apps/sim/lib/knowledge/search/tin-keyword.ts @@ -0,0 +1,95 @@ +import { EMBEDDING_KEYWORD_TIN_INDEX, knowledgeBase } from '@sim/db/schema' +import { createLogger } from '@sim/logger' +import { getErrorMessage } from '@sim/utils/errors' +import { inArray, sql } from 'drizzle-orm' +import { LRUCache } from 'lru-cache' +import { isFeatureEnabled } from '@/lib/core/config/feature-flags' +import { runSearchQuery, type SearchBudget } from '@/lib/knowledge/search/budget' +import { tinQueryFromTsquery } from '@/lib/knowledge/search/tin-query' + +const logger = createLogger('TinKeywordSearch') + +/** + * How long a readiness answer holds. The index only becomes valid once the projection is fully + * backfilled, and flipping the flag off takes effect within this window. + */ +const READINESS_TTL_MS = 60 * 1000 +const SEARCH_INDEX_TTL_MS = 10 * 60 * 1000 + +/** + * Whether the Tin index exists and finished building, i.e. the projection is complete. The read + * spends the budget of the search that missed the cache. + */ +const indexReadiness = new LRUCache<'index', boolean, SearchBudget | undefined>({ + max: 1, + ttl: READINESS_TTL_MS, + fetchMethod: async (_key, _stale, { context }) => { + const [row] = await runSearchQuery(context, 'keyword.tin_readiness', (executor) => + executor.execute<{ valid: boolean }>(sql` + SELECT i.indisvalid AS valid FROM pg_index i + WHERE i.indexrelid = to_regclass(${EMBEDDING_KEYWORD_TIN_INDEX})`) + ) + return row?.valid === true + }, +}) + +/** Only organization search indexes are projected; `is_search_index` is fixed at creation. */ +const searchIndexBases = new LRUCache({ + max: 10_000, + ttl: SEARCH_INDEX_TTL_MS, +}) + +async function allSearchIndexes( + knowledgeBaseIds: readonly string[], + budget: SearchBudget | undefined +): Promise { + const unknown = knowledgeBaseIds.filter((id) => searchIndexBases.get(id) === undefined) + if (unknown.length > 0) { + const rows = await runSearchQuery(budget, 'keyword.tin_readiness', (executor) => + executor + .select({ id: knowledgeBase.id, isSearchIndex: knowledgeBase.isSearchIndex }) + .from(knowledgeBase) + .where(inArray(knowledgeBase.id, unknown)) + ) + for (const row of rows) searchIndexBases.set(row.id, row.isSearchIndex) + } + return knowledgeBaseIds.every((id) => searchIndexBases.get(id) === true) +} + +/** + * The TINQL query that ranks `query` inside `knowledgeBaseIds`, or null when keyword search must + * keep the GIN projection: the rollout flag is off, the database has no complete Tin index, a + * base is not an organization search index (only those are projected), or the query uses a shape + * TINQL cannot express. The text is analyzed by the same `websearch_to_tsquery` the GIN path + * uses, so both engines match the same stemmed terms. + * + * Every read runs under the keyword leg's `budget`, so deciding the engine cannot outlast the leg's + * deadline. A read that fails for another reason, including a shared cache read cut short by + * another search's deadline, keeps the GIN projection; this search's own expired deadline or + * cancellation propagates like any other keyword query's. + */ +export async function resolveTinKeywordQuery( + knowledgeBaseIds: readonly string[], + query: string, + ftsConfig: string, + budget: SearchBudget | undefined +): Promise { + if (knowledgeBaseIds.length === 0) return null + try { + if (!(await isFeatureEnabled('knowledge-tin-keyword'))) return null + if (!(await indexReadiness.fetch('index', { context: budget }))) return null + if (!(await allSearchIndexes(knowledgeBaseIds, budget))) return null + const [{ rendered }] = await runSearchQuery(budget, 'keyword.tin_query', (executor) => + executor.execute<{ rendered: string }>( + sql`SELECT websearch_to_tsquery(${ftsConfig}::regconfig, ${query})::text AS rendered` + ) + ) + return tinQueryFromTsquery(rendered) + } catch (error) { + budget?.remaining() + logger.warn('Tin keyword readiness check failed; using the GIN projection', { + error: getErrorMessage(error), + }) + return null + } +} diff --git a/apps/sim/lib/knowledge/search/tin-query.test.ts b/apps/sim/lib/knowledge/search/tin-query.test.ts new file mode 100644 index 00000000000..db9053d3a84 --- /dev/null +++ b/apps/sim/lib/knowledge/search/tin-query.test.ts @@ -0,0 +1,40 @@ +/** + * @vitest-environment node + */ +import { describe, expect, it } from 'vitest' +import { tinQueryFromTsquery } from '@/lib/knowledge/search/tin-query' + +/** Inputs are `websearch_to_tsquery('english', …)::text` exactly as PostgreSQL renders them. */ +describe('tinQueryFromTsquery', () => { + it.each([ + ["'configur' & 'webhook' & 'retri'", '("configur" AND "webhook" AND "retri")'], + ["'appl' | 'orang'", '("appl" OR "orang")'], + ["'appl' & !'peel'", '("appl" AND NOT "peel")'], + ["'fuji' <-> 'appl' & 'pie'", '("fuji appl" AND "pie")'], + ["'quick' <-> 'brown' <-> 'fox'", '"quick brown fox"'], + ["'foo' & 'bar' | 'baz'", '(("foo" AND "bar") OR "baz")'], + ["'appl' | 'banana' <-> 'split' & !'rotten'", '("appl" OR ("banana split" AND NOT "rotten"))'], + ["'state' <3> 'art'", '("state" THEN/3 "art")'], + ["'stop'", '"stop"'], + ])('translates %s', (rendered, expected) => { + expect(tinQueryFromTsquery(rendered)).toBe(expected) + }) + + it('keeps punctuation and reserved words literal', () => { + expect(tinQueryFromTsquery("'user@example.com' & 'https' & '/sim.ai/docs'")).toBe( + '("user@example.com" AND "https" AND "/sim.ai/docs")' + ) + expect(tinQueryFromTsquery("'near' & 'and'")).toBe('("near" AND "and")') + expect(tinQueryFromTsquery("'snake_case' & 'it''s'")).toBe('("snake\\_case" AND "it\'s")') + }) + + it.each([ + ['', 'a query of stopwords only'], + ["!'onlyneg'", 'a lone negation'], + ["!'a' & !'b'", 'a conjunction of negations'], + ["'a' | !'b'", 'a negated disjunct'], + ["'appl':*", 'a prefix match'], + ])('declines %j (%s)', (rendered) => { + expect(tinQueryFromTsquery(rendered)).toBeNull() + }) +}) diff --git a/apps/sim/lib/knowledge/search/tin-query.ts b/apps/sim/lib/knowledge/search/tin-query.ts new file mode 100644 index 00000000000..aa7b88d5063 --- /dev/null +++ b/apps/sim/lib/knowledge/search/tin-query.ts @@ -0,0 +1,195 @@ +/** + * Translates PostgreSQL's text rendering of a `tsquery` into TINQL, the query language of the Tin + * text index. The keyword leg already derives its `tsquery` with `websearch_to_tsquery`, so the + * lexemes arrive stemmed by the same configuration that stemmed the indexed text; translating + * them keeps Tin matching the same documents the GIN path matches, without re-implementing + * stemming. + * + * Supported shapes are the ones `websearch_to_tsquery` produces: `&`, `|`, `!` applied to a + * lexeme, phrases of lexemes joined by `<->` or ``, and parentheses. TINQL has no standalone + * negation, so a query that is only negated, or negates inside a disjunction, has no translation + * and returns `null`; the caller then keeps the GIN path. + */ + +type Node = + | { kind: 'term'; lexeme: string } + | { kind: 'phrase'; terms: string[]; gaps: number[] } + | { kind: 'not'; operand: Node } + | { kind: 'and'; operands: Node[] } + | { kind: 'or'; operands: Node[] } + +type Token = + | { kind: 'lexeme'; value: string } + | { kind: 'and' | 'or' | 'not' | 'open' | 'close' } + | { kind: 'follow'; distance: number } + +class UntranslatableQuery extends Error {} + +function tokenize(text: string): Token[] { + const tokens: Token[] = [] + let index = 0 + while (index < text.length) { + const char = text[index] + if (char === ' ') { + index++ + } else if (char === "'") { + let value = '' + index++ + for (;;) { + if (index >= text.length) throw new UntranslatableQuery('unterminated lexeme') + if (text[index] === "'" && text[index + 1] === "'") { + value += "'" + index += 2 + } else if (text[index] === "'") { + index++ + break + } else { + value += text[index++] + } + } + /** Weight and prefix suffixes (`:A`, `:*`) change matching and are never emitted by websearch. */ + if (text[index] === ':') throw new UntranslatableQuery('lexeme modifiers') + tokens.push({ kind: 'lexeme', value }) + } else if (char === '&') { + tokens.push({ kind: 'and' }) + index++ + } else if (char === '|') { + tokens.push({ kind: 'or' }) + index++ + } else if (char === '!') { + tokens.push({ kind: 'not' }) + index++ + } else if (char === '(') { + tokens.push({ kind: 'open' }) + index++ + } else if (char === ')') { + tokens.push({ kind: 'close' }) + index++ + } else if (char === '<') { + const end = text.indexOf('>', index) + if (end < 0) throw new UntranslatableQuery('unterminated distance') + const body = text.slice(index + 1, end) + const distance = body === '-' ? 1 : Number(body) + if (!Number.isInteger(distance) || distance < 1) { + throw new UntranslatableQuery('unsupported distance') + } + tokens.push({ kind: 'follow', distance }) + index = end + 1 + } else { + throw new UntranslatableQuery(`unexpected character ${char}`) + } + } + return tokens +} + +/** Recursive descent over tsquery precedence: `|` binds loosest, then `&`, then ``, then `!`. */ +function parse(tokens: Token[]): Node { + let position = 0 + const peek = () => tokens[position] + + function parseOr(): Node { + const operands = [parseAnd()] + while (peek()?.kind === 'or') { + position++ + operands.push(parseAnd()) + } + return operands.length === 1 ? operands[0] : { kind: 'or', operands } + } + + function parseAnd(): Node { + const operands = [parseFollow()] + while (peek()?.kind === 'and') { + position++ + operands.push(parseFollow()) + } + return operands.length === 1 ? operands[0] : { kind: 'and', operands } + } + + function parseFollow(): Node { + const first = parseUnary() + if (peek()?.kind !== 'follow') return first + if (first.kind !== 'term') throw new UntranslatableQuery('phrase over a compound operand') + const terms = [first.lexeme] + const gaps: number[] = [] + for (let token = peek(); token?.kind === 'follow'; token = peek()) { + position++ + const next = parseUnary() + if (next.kind !== 'term') throw new UntranslatableQuery('phrase over a compound operand') + gaps.push(token.distance) + terms.push(next.lexeme) + } + return { kind: 'phrase', terms, gaps } + } + + function parseUnary(): Node { + const token = tokens[position++] + if (!token) throw new UntranslatableQuery('unexpected end') + if (token.kind === 'not') return { kind: 'not', operand: parseUnary() } + if (token.kind === 'lexeme') return { kind: 'term', lexeme: token.value } + if (token.kind === 'open') { + const inner = parseOr() + if (tokens[position++]?.kind !== 'close') throw new UntranslatableQuery('unbalanced group') + return inner + } + throw new UntranslatableQuery(`unexpected ${token.kind}`) + } + + const root = parseOr() + if (position !== tokens.length) throw new UntranslatableQuery('trailing input') + return root +} + +/** A lexeme is always quoted, so reserved words and punctuation stay literal terms. */ +function quote(lexeme: string): string { + return `"${lexeme.replace(/[\\"_[\]]/g, (char) => `\\${char}`)}"` +} + +function render(node: Node): string { + switch (node.kind) { + case 'term': + return quote(node.lexeme) + case 'phrase': + /** + * Adjacent lexemes form a phrase. A wider gap marks stopwords the analyzer removed; the + * indexed stream omits them too, so the gap becomes ordered proximity within that distance. + */ + if (node.gaps.every((gap) => gap === 1)) { + return `"${node.terms.map((term) => quote(term).slice(1, -1)).join(' ')}"` + } + return `(${node.terms + .map((term, index) => + index === 0 ? quote(term) : `THEN/${node.gaps[index - 1]} ${quote(term)}` + ) + .join(' ')})` + case 'not': + throw new UntranslatableQuery('negation outside a conjunction') + case 'and': { + const positive = node.operands.filter((operand) => operand.kind !== 'not') + const negative = node.operands.filter( + (operand): operand is Extract => operand.kind === 'not' + ) + if (positive.length === 0) throw new UntranslatableQuery('conjunction of negations only') + return `(${[ + positive.map(render).join(' AND '), + ...negative.map((operand) => `NOT ${render(operand.operand)}`), + ].join(' AND ')})` + } + case 'or': + return `(${node.operands.map(render).join(' OR ')})` + } +} + +/** + * The TINQL equivalent of a rendered `tsquery`, or `null` when the query has no lexemes or uses a + * shape TINQL cannot express. + */ +export function tinQueryFromTsquery(rendered: string): string | null { + const text = rendered.trim() + if (!text) return null + try { + return render(parse(tokenize(text))) + } catch (error) { + if (error instanceof UntranslatableQuery) return null + throw error + } +} diff --git a/packages/db/migrations/0367_tin_keyword_projection.sql b/packages/db/migrations/0367_tin_keyword_projection.sql new file mode 100644 index 00000000000..6f0314ce3db --- /dev/null +++ b/packages/db/migrations/0367_tin_keyword_projection.sql @@ -0,0 +1,14 @@ +-- Keyword ranking for organization search indexes moves to the Tin text index where the database +-- provides it. This creates only the plain projection table; script migration +-- `0019_tin_keyword_projection` installs the `tin` extension, the index, and the trigger that fills +-- the table, and does nothing where `tin` is unavailable, so self-hosted databases keep an empty +-- table and the GIN keyword path. The table is new, so neither statement touches existing rows. +CREATE TABLE "embedding_keyword_tin" ( + "id" text PRIMARY KEY NOT NULL, + "knowledge_base_id" text NOT NULL, + "document_id" text NOT NULL, + "enabled" boolean NOT NULL, + "content" text NOT NULL +); +--> statement-breakpoint +ALTER TABLE "embedding_keyword_tin" ADD CONSTRAINT "embedding_keyword_tin_id_embedding_id_fk" FOREIGN KEY ("id") REFERENCES "public"."embedding"("id") ON DELETE cascade ON UPDATE no action; \ No newline at end of file diff --git a/packages/db/migrations/meta/0367_snapshot.json b/packages/db/migrations/meta/0367_snapshot.json new file mode 100644 index 00000000000..566677d16b5 --- /dev/null +++ b/packages/db/migrations/meta/0367_snapshot.json @@ -0,0 +1,28066 @@ +{ + "id": "fc52e75b-06b4-4c41-a39a-7ea6b1ee8dbb", + "prevId": "2dd9d6fe-9419-4ecc-b776-91e85652778f", + "version": "7", + "dialect": "postgresql", + "tables": { + "public.academy_certificate": { + "name": "academy_certificate", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "course_id": { + "name": "course_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "status": { + "name": "status", + "type": "academy_cert_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'active'" + }, + "issued_at": { + "name": "issued_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "expires_at": { + "name": "expires_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "certificate_number": { + "name": "certificate_number", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "metadata": { + "name": "metadata", + "type": "jsonb", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + } + }, + "indexes": { + "academy_certificate_user_id_idx": { + "name": "academy_certificate_user_id_idx", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "academy_certificate_course_id_idx": { + "name": "academy_certificate_course_id_idx", + "columns": [ + { + "expression": "course_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "academy_certificate_user_course_unique": { + "name": "academy_certificate_user_course_unique", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "course_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + }, + "academy_certificate_status_idx": { + "name": "academy_certificate_status_idx", + "columns": [ + { + "expression": "status", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "academy_certificate_user_id_user_id_fk": { + "name": "academy_certificate_user_id_user_id_fk", + "tableFrom": "academy_certificate", + "tableTo": "user", + "columnsFrom": ["user_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": { + "academy_certificate_certificate_number_unique": { + "name": "academy_certificate_certificate_number_unique", + "nullsNotDistinct": false, + "columns": ["certificate_number"] + } + }, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.account": { + "name": "account", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "account_id": { + "name": "account_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "provider_id": { + "name": "provider_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "access_token": { + "name": "access_token", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "refresh_token": { + "name": "refresh_token", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "id_token": { + "name": "id_token", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "access_token_expires_at": { + "name": "access_token_expires_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "refresh_token_expires_at": { + "name": "refresh_token_expires_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "scope": { + "name": "scope", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "password": { + "name": "password", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "oauth_config": { + "name": "oauth_config", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true + } + }, + "indexes": { + "account_user_id_idx": { + "name": "account_user_id_idx", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "idx_account_on_account_id_provider_id": { + "name": "idx_account_on_account_id_provider_id", + "columns": [ + { + "expression": "account_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "provider_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "account_user_id_user_id_fk": { + "name": "account_user_id_user_id_fk", + "tableFrom": "account", + "tableTo": "user", + "columnsFrom": ["user_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.api_key": { + "name": "api_key", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "workspace_id": { + "name": "workspace_id", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_by": { + "name": "created_by", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "name": { + "name": "name", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "key": { + "name": "key", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "key_hash": { + "name": "key_hash", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "type": { + "name": "type", + "type": "text", + "primaryKey": false, + "notNull": true, + "default": "'personal'" + }, + "last_used": { + "name": "last_used", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "expires_at": { + "name": "expires_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + } + }, + "indexes": { + "api_key_workspace_type_idx": { + "name": "api_key_workspace_type_idx", + "columns": [ + { + "expression": "workspace_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "type", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "api_key_user_type_idx": { + "name": "api_key_user_type_idx", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "type", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "api_key_key_hash_idx": { + "name": "api_key_key_hash_idx", + "columns": [ + { + "expression": "key_hash", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "api_key_user_id_user_id_fk": { + "name": "api_key_user_id_user_id_fk", + "tableFrom": "api_key", + "tableTo": "user", + "columnsFrom": ["user_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "api_key_workspace_id_workspace_id_fk": { + "name": "api_key_workspace_id_workspace_id_fk", + "tableFrom": "api_key", + "tableTo": "workspace", + "columnsFrom": ["workspace_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "api_key_created_by_user_id_fk": { + "name": "api_key_created_by_user_id_fk", + "tableFrom": "api_key", + "tableTo": "user", + "columnsFrom": ["created_by"], + "columnsTo": ["id"], + "onDelete": "set null", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": { + "api_key_key_unique": { + "name": "api_key_key_unique", + "nullsNotDistinct": false, + "columns": ["key"] + } + }, + "policies": {}, + "checkConstraints": { + 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true, + "nulls": "last" + }, + { + "expression": "provider_subject_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "where": "type = 'personal_token'", + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "credential_workspace_id_workspace_id_fk": { + "name": "credential_workspace_id_workspace_id_fk", + "tableFrom": "credential", + "tableTo": "workspace", + "columnsFrom": ["workspace_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_organization_id_organization_id_fk": { + "name": "credential_organization_id_organization_id_fk", + "tableFrom": "credential", + "tableTo": "organization", + "columnsFrom": ["organization_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_slack_app_id_slack_app_id_fk": { + "name": "credential_slack_app_id_slack_app_id_fk", + "tableFrom": "credential", + "tableTo": "slack_app", + "columnsFrom": ["slack_app_id"], + "columnsTo": ["id"], + "onDelete": "no action", + "onUpdate": "no action" + }, + "credential_account_id_account_id_fk": { + "name": "credential_account_id_account_id_fk", + "tableFrom": "credential", + "tableTo": "account", + "columnsFrom": ["account_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_env_owner_user_id_user_id_fk": { + "name": "credential_env_owner_user_id_user_id_fk", + "tableFrom": "credential", + "tableTo": "user", + "columnsFrom": ["env_owner_user_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_credential_group_enrollment_id_credential_group_enrollment_id_fk": { + "name": "credential_credential_group_enrollment_id_credential_group_enrollment_id_fk", + "tableFrom": "credential", + "tableTo": "credential_group_enrollment", + "columnsFrom": ["credential_group_enrollment_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_mcp_server_id_mcp_servers_id_fk": { + "name": "credential_mcp_server_id_mcp_servers_id_fk", + "tableFrom": "credential", + "tableTo": "mcp_servers", + "columnsFrom": ["mcp_server_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_created_by_user_id_fk": { + "name": "credential_created_by_user_id_fk", + "tableFrom": "credential", + "tableTo": "user", + "columnsFrom": ["created_by"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": { + "credential_owner_check": { + "name": "credential_owner_check", + "value": "num_nonnulls(\"credential\".\"workspace_id\", \"credential\".\"organization_id\") = 1" + }, + "credential_organization_type_check": { + "name": "credential_organization_type_check", + "value": "\"credential\".\"organization_id\" IS NULL OR \"credential\".\"type\" IN ('oauth', 'managed_oauth', 'managed_mcp', 'service_account', 'personal_token')" + }, + "credential_personal_token_source_check": { + "name": "credential_personal_token_source_check", + "value": "(type::text <> 'personal_token') OR (\n created_by IS NOT NULL\n AND provider_id IS NOT NULL\n AND provider_id = 'gitlab'\n AND provider_subject_id IS NOT NULL\n AND provider_tenant_id IS NOT NULL\n AND encrypted_personal_token IS NOT NULL\n AND granted_scopes IS NOT NULL\n AND cardinality(granted_scopes) > 0\n AND account_id IS NULL\n AND env_key IS NULL\n AND env_owner_user_id IS NULL\n AND authorization_app_id IS NULL\n AND encrypted_oauth_token_set IS NULL\n AND encrypted_service_account_key IS NULL\n AND unredacted = false\n )" + }, + "credential_oauth_source_check": { + "name": "credential_oauth_source_check", + "value": "(type <> 'oauth') OR (account_id IS NOT NULL AND provider_id IS NOT NULL)" + }, + "credential_managed_oauth_source_check": { + "name": "credential_managed_oauth_source_check", + "value": "(type::text <> 'managed_oauth') OR (\n account_id IS NULL\n AND provider_id IS NOT NULL\n AND authorization_app_id IS NOT NULL\n AND provider_subject_id IS NOT NULL\n AND managed_oauth_status IS NOT NULL\n AND granted_scopes IS NOT NULL\n AND encrypted_oauth_token_set IS NOT NULL\n AND granted_at IS NOT NULL\n )" + }, + "credential_managed_oauth_group_binding_check": { + "name": "credential_managed_oauth_group_binding_check", + "value": "(type::text <> 'managed_oauth') OR (\n credential_group_enrollment_id IS NOT NULL\n AND credential_group_option_id IS NOT NULL\n AND managed_oauth_scope_version IS NOT NULL\n AND managed_oauth_scope_version > 0\n )" + }, + "credential_managed_mcp_source_check": { + "name": "credential_managed_mcp_source_check", + "value": "(type::text <> 'managed_mcp') OR (\n id LIKE 'mcp-cg-%'\n AND account_id IS NULL\n AND provider_id IS NULL\n AND authorization_app_id IS NULL\n AND credential_group_enrollment_id IS NOT NULL\n AND credential_group_option_id IS NULL\n AND mcp_server_id IS NOT NULL\n AND managed_oauth_status IS NOT NULL\n AND (managed_oauth_status <> 'active' OR (\n encrypted_oauth_token_set IS NOT NULL\n AND mcp_tools IS NOT NULL\n ))\n AND granted_at IS NOT NULL\n AND managed_oauth_scope_version IS NULL\n AND provider_subject_id IS NULL\n AND provider_tenant_id IS NULL\n AND granted_scopes IS NULL\n AND provider_metadata IS NULL\n AND created_by IS NULL\n AND env_key IS NULL\n AND env_owner_user_id IS NULL\n AND encrypted_service_account_key IS NULL\n AND unredacted = false\n )" + }, + "credential_creator_source_check": { + "name": "credential_creator_source_check", + "value": "(type::text = 'managed_mcp') OR created_by IS NOT NULL" + }, + "credential_workspace_env_source_check": { + "name": "credential_workspace_env_source_check", + "value": "(type <> 'env_workspace') OR (env_key IS NOT NULL AND env_owner_user_id IS NULL)" + }, + "credential_personal_env_source_check": { + "name": "credential_personal_env_source_check", + "value": "(type <> 'env_personal') OR (env_key IS NOT NULL AND env_owner_user_id IS NOT NULL)" + } + }, + "isRLSEnabled": false + }, + "public.credential_group": { + "name": "credential_group", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "workspace_id": { + "name": "workspace_id", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "organization_id": { + "name": "organization_id", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "public_id": { + "name": "public_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "name": { + "name": "name", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "description": { + "name": "description", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "options": { + "name": "options", + "type": "jsonb", + "primaryKey": false, + "notNull": true + }, + "encrypted_provider_configuration": { + "name": "encrypted_provider_configuration", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "status": { + "name": "status", + "type": "credential_group_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'active'" + }, + "created_by": { + "name": "created_by", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + } + }, + "indexes": { + "credential_group_organization_id_idx": { + "name": "credential_group_organization_id_idx", + "columns": [ + { + "expression": "organization_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_organization_unique": { + "name": "credential_group_organization_unique", + "columns": [ + { + "expression": "organization_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_public_id_unique": { + "name": "credential_group_public_id_unique", + "columns": [ + { + "expression": "public_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_workspace_unique": { + "name": "credential_group_workspace_unique", + "columns": [ + { + "expression": "workspace_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "credential_group_workspace_id_workspace_id_fk": { + "name": "credential_group_workspace_id_workspace_id_fk", + "tableFrom": "credential_group", + "tableTo": "workspace", + "columnsFrom": ["workspace_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_group_organization_id_organization_id_fk": { + "name": "credential_group_organization_id_organization_id_fk", + "tableFrom": "credential_group", + "tableTo": "organization", + "columnsFrom": ["organization_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_group_created_by_user_id_fk": { + "name": "credential_group_created_by_user_id_fk", + "tableFrom": "credential_group", + "tableTo": "user", + "columnsFrom": ["created_by"], + "columnsTo": ["id"], + "onDelete": "set null", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": { + "credential_group_owner_check": { + "name": "credential_group_owner_check", + "value": "num_nonnulls(\"credential_group\".\"workspace_id\", \"credential_group\".\"organization_id\") = 1" + } + }, + "isRLSEnabled": false + }, + "public.credential_group_enrollment": { + "name": "credential_group_enrollment", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "credential_group_id": { + "name": "credential_group_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "email": { + "name": "email", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "status": { + "name": "status", + "type": "credential_group_enrollment_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'invited'" + }, + "invitation_token_hash": { + "name": "invitation_token_hash", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "invitation_expires_at": { + "name": "invitation_expires_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true + }, + "invited_at": { + "name": "invited_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true + }, + "sent_at": { + "name": "sent_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "completed_at": { + "name": "completed_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "revoked_at": { + "name": "revoked_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "last_delivery_error": { + "name": "last_delivery_error", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_by": { + "name": "created_by", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + } + }, + "indexes": { + "credential_group_enrollment_group_user_unique": { + "name": "credential_group_enrollment_group_user_unique", + "columns": [ + { + "expression": "credential_group_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "where": "\"credential_group_enrollment\".\"user_id\" IS NOT NULL", + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_enrollment_user_id_idx": { + "name": "credential_group_enrollment_user_id_idx", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_enrollment_group_email_unique": { + "name": "credential_group_enrollment_group_email_unique", + "columns": [ + { + "expression": "credential_group_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "email", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_enrollment_invitation_token_hash_unique": { + "name": "credential_group_enrollment_invitation_token_hash_unique", + "columns": [ + { + "expression": "invitation_token_hash", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_enrollment_group_status_idx": { + "name": "credential_group_enrollment_group_status_idx", + "columns": [ + { + "expression": "credential_group_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "status", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_group_enrollment_group_invited_at_id_idx": { + "name": "credential_group_enrollment_group_invited_at_id_idx", + "columns": [ + { + "expression": "credential_group_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "invited_at", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "credential_group_enrollment_credential_group_id_credential_group_id_fk": { + "name": "credential_group_enrollment_credential_group_id_credential_group_id_fk", + "tableFrom": "credential_group_enrollment", + "tableTo": "credential_group", + "columnsFrom": ["credential_group_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_group_enrollment_user_id_user_id_fk": { + "name": "credential_group_enrollment_user_id_user_id_fk", + "tableFrom": "credential_group_enrollment", + "tableTo": "user", + "columnsFrom": ["user_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_group_enrollment_created_by_user_id_fk": { + "name": "credential_group_enrollment_created_by_user_id_fk", + "tableFrom": "credential_group_enrollment", + "tableTo": "user", + "columnsFrom": ["created_by"], + "columnsTo": ["id"], + "onDelete": "set null", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": { + "credential_group_enrollment_normalized_email_check": { + "name": "credential_group_enrollment_normalized_email_check", + "value": "\"credential_group_enrollment\".\"email\" = lower(btrim(\"credential_group_enrollment\".\"email\")) AND length(\"credential_group_enrollment\".\"email\") BETWEEN 3 AND 320" + }, + "credential_group_enrollment_invitation_token_hash_length_check": { + "name": "credential_group_enrollment_invitation_token_hash_length_check", + "value": "length(\"credential_group_enrollment\".\"invitation_token_hash\") = 64" + } + }, + "isRLSEnabled": false + }, + "public.credential_member": { + "name": "credential_member", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "credential_id": { + "name": "credential_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "user_id": { + "name": "user_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "role": { + "name": "role", + "type": "credential_member_role", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'member'" + }, + "status": { + "name": "status", + "type": "credential_member_status", + "typeSchema": "public", + "primaryKey": false, + "notNull": true, + "default": "'active'" + }, + "joined_at": { + "name": "joined_at", + "type": "timestamp", + "primaryKey": false, + "notNull": false + }, + "invited_by": { + "name": "invited_by", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + } + }, + "indexes": { + "credential_member_user_id_idx": { + "name": "credential_member_user_id_idx", + "columns": [ + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_member_role_idx": { + "name": "credential_member_role_idx", + "columns": [ + { + "expression": "role", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_member_status_idx": { + "name": "credential_member_status_idx", + "columns": [ + { + "expression": "status", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "credential_member_unique": { + "name": "credential_member_unique", + "columns": [ + { + "expression": "credential_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "user_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "credential_member_credential_id_credential_id_fk": { + "name": "credential_member_credential_id_credential_id_fk", + "tableFrom": "credential_member", + "tableTo": "credential", + "columnsFrom": ["credential_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_member_user_id_user_id_fk": { + "name": "credential_member_user_id_user_id_fk", + "tableFrom": "credential_member", + "tableTo": "user", + "columnsFrom": ["user_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "credential_member_invited_by_user_id_fk": { + "name": "credential_member_invited_by_user_id_fk", + "tableFrom": "credential_member", + "tableTo": "user", + "columnsFrom": ["invited_by"], + "columnsTo": ["id"], + "onDelete": "set null", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.custom_block": { + "name": "custom_block", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "organization_id": { + "name": "organization_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "workflow_id": { + "name": "workflow_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "type": { + "name": "type", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "name": { + "name": "name", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "description": { + "name": "description", + "type": "text", + "primaryKey": false, + "notNull": true, + "default": "''" + }, + "icon_url": { + "name": "icon_url", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "inputs": { + "name": "inputs", + "type": "json", + "primaryKey": false, + "notNull": false + }, + "outputs": { + "name": "outputs", + "type": "json", + "primaryKey": false, + "notNull": false + }, + "enabled": { + "name": "enabled", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": true + }, + "trace_child_runs": { + "name": "trace_child_runs", + "type": "boolean", + "primaryKey": false, + "notNull": true, + "default": false + }, + "created_by": { + "name": 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"nulls": "last" + }, + { + "expression": "id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "workspace_operation_receipt_workspace_id_workspace_id_fk": { + "name": "workspace_operation_receipt_workspace_id_workspace_id_fk", + "tableFrom": "workspace_operation_receipt", + "tableTo": "workspace", + "columnsFrom": ["workspace_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + }, + "public.workspace_sandbox": { + "name": "workspace_sandbox", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "text", + "primaryKey": true, + "notNull": true + }, + "workspace_id": { + "name": "workspace_id", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "name": { + "name": "name", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "language": { + "name": "language", + "type": "sandbox_language", + "typeSchema": "public", + "primaryKey": false, + "notNull": true + }, + "dependencies": { + "name": "dependencies", + "type": "jsonb", + "primaryKey": false, + "notNull": true, + "default": "'[]'::jsonb" + }, + "cli_tools": { + "name": "cli_tools", + "type": "jsonb", + "primaryKey": false, + "notNull": true, + "default": "'[]'::jsonb" + }, + "system_packages": { + "name": "system_packages", + "type": "jsonb", + "primaryKey": false, + "notNull": true, + "default": "'[]'::jsonb" + }, + "spec_hash": { + "name": "spec_hash", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "created_by": { + "name": "created_by", + "type": "text", + "primaryKey": false, + "notNull": false + }, + "created_at": { + "name": "created_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + }, + "updated_at": { + "name": "updated_at", + "type": "timestamp", + "primaryKey": false, + "notNull": true, + "default": "now()" + } + }, + "indexes": { + "workspace_sandbox_workspace_name_unique": { + "name": "workspace_sandbox_workspace_name_unique", + "columns": [ + { + "expression": "workspace_id", + "isExpression": false, + "asc": true, + "nulls": "last" + }, + { + "expression": "name", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": true, + "concurrently": false, + "method": "btree", + "with": {} + }, + "workspace_sandbox_workspace_idx": { + "name": "workspace_sandbox_workspace_idx", + "columns": [ + { + "expression": "workspace_id", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + }, + "workspace_sandbox_spec_hash_idx": { + "name": "workspace_sandbox_spec_hash_idx", + "columns": [ + { + "expression": "spec_hash", + "isExpression": false, + "asc": true, + "nulls": "last" + } + ], + "isUnique": false, + "concurrently": false, + "method": "btree", + "with": {} + } + }, + "foreignKeys": { + "workspace_sandbox_workspace_id_workspace_id_fk": { + "name": "workspace_sandbox_workspace_id_workspace_id_fk", + "tableFrom": "workspace_sandbox", + "tableTo": "workspace", + "columnsFrom": ["workspace_id"], + "columnsTo": ["id"], + "onDelete": "cascade", + "onUpdate": "no action" + }, + "workspace_sandbox_created_by_user_id_fk": { + "name": "workspace_sandbox_created_by_user_id_fk", + "tableFrom": "workspace_sandbox", + "tableTo": "user", + "columnsFrom": ["created_by"], + "columnsTo": ["id"], + "onDelete": "set null", + "onUpdate": "no action" + } + }, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "policies": {}, + "checkConstraints": {}, + "isRLSEnabled": false + } + }, + "enums": { + "public.academy_cert_status": { + "name": "academy_cert_status", + "schema": "public", + "values": ["active", "revoked", "expired"] + }, + "public.background_work_kind": { + "name": "background_work_kind", + "schema": "public", + "values": ["deployment_side_effects", "fork_content_copy", "fork_sync", "fork_rollback"] + }, + "public.background_work_status_value": { + "name": "background_work_status_value", + "schema": "public", + "values": ["pending", "processing", "completed", "completed_with_warnings", "failed"] + }, + "public.billing_blocked_reason": { + "name": "billing_blocked_reason", + "schema": "public", + "values": ["payment_failed", "dispute"] + }, + "public.billing_entity_type": { + "name": "billing_entity_type", + "schema": "public", + "values": ["user", "organization"] + }, + "public.chat_type": { + "name": "chat_type", + "schema": "public", + "values": ["mothership", "copilot"] + }, + "public.copilot_async_tool_status": { + "name": "copilot_async_tool_status", + "schema": "public", + "values": ["pending", "running", "completed", "failed", "cancelled", "delivered"] + }, + "public.copilot_run_status": { + "name": "copilot_run_status", + "schema": "public", + "values": ["active", "paused_waiting_for_tool", "resuming", "complete", "error", "cancelled"] + }, + "public.copilot_tool_permission_decision": { + "name": "copilot_tool_permission_decision", + "schema": "public", + "values": ["allow", "allow_chat", "always_allow", "skip"] + }, + "public.credential_group_enrollment_status": { + "name": "credential_group_enrollment_status", + "schema": "public", + "values": ["invited", "delivery_failed", "in_progress", "completed", "revoked"] + }, + "public.credential_group_status": { + "name": "credential_group_status", + "schema": "public", + "values": ["active", "disabled"] + }, + "public.credential_member_role": { + "name": "credential_member_role", + "schema": "public", + "values": ["admin", "member"] + }, + "public.credential_member_status": { + "name": "credential_member_status", + "schema": "public", + "values": ["active", "pending", "revoked"] + }, + "public.credential_type": { + "name": "credential_type", + "schema": "public", + "values": [ + "oauth", + "managed_oauth", + "managed_mcp", + "env_workspace", + "env_personal", + "service_account", + "personal_token" + ] + }, + "public.data_drain_cadence": { + "name": "data_drain_cadence", + "schema": "public", + "values": ["hourly", "daily"] + }, + "public.data_drain_destination": { + "name": "data_drain_destination", + "schema": "public", + "values": ["s3", "gcs", "azure_blob", "datadog", "bigquery", "snowflake", "webhook"] + }, + "public.data_drain_run_status": { + "name": "data_drain_run_status", + "schema": "public", + "values": ["running", "success", "failed"] + }, + "public.data_drain_run_trigger": { + "name": "data_drain_run_trigger", + "schema": "public", + "values": ["cron", "manual"] + }, + "public.data_drain_source": { + "name": "data_drain_source", + "schema": "public", + "values": ["workflow_logs", "job_logs", "audit_logs", "copilot_chats", "copilot_runs"] + }, + "public.execution_large_value_reference_source": { + "name": "execution_large_value_reference_source", + "schema": "public", + "values": ["execution_log", "paused_snapshot"] + }, + "public.folder_resource_type": { + "name": "folder_resource_type", + "schema": "public", + "values": ["workflow", "file", "knowledge_base", "table"] + }, + "public.invitation_kind": { + "name": "invitation_kind", + "schema": "public", + "values": ["organization", "workspace"] + }, + "public.invitation_membership_intent": { + "name": "invitation_membership_intent", + "schema": "public", + "values": ["internal", "external"] + }, + "public.invitation_status": { + "name": "invitation_status", + "schema": "public", + "values": ["pending", "accepted", "rejected", "cancelled", "expired"] + }, + "public.managed_oauth_credential_status": { + "name": "managed_oauth_credential_status", + "schema": "public", + "values": ["active", "needs_reauth", "revoked"] + }, + "public.permission_type": { + "name": "permission_type", + "schema": "public", + "values": ["admin", "write", "read"] + }, + "public.sandbox_image_status": { + "name": "sandbox_image_status", + "schema": "public", + "values": ["pending", "building", "ready", "failed"] + }, + "public.sandbox_language": { + "name": "sandbox_language", + "schema": "public", + "values": ["javascript", "python"] + }, + "public.secret_usage_scope": { + "name": "secret_usage_scope", + "schema": "public", + "values": ["workspace", "personal"] + }, + "public.secret_usage_source": { + "name": "secret_usage_source", + "schema": "public", + "values": ["workflow", "copilot", "mcp"] + }, + "public.upload_session_method": { + "name": "upload_session_method", + "schema": "public", + "values": ["put", "multipart"] + }, + "public.upload_session_provider": { + "name": "upload_session_provider", + "schema": "public", + "values": ["local", "s3", "blob", "gcs"] + }, + "public.upload_session_purpose": { + "name": "upload_session_purpose", + "schema": "public", + "values": [ + "workspace_file", + "table_import", + "knowledge_document", + "profile_picture", + "workspace_logo", + "organization_logo", + "mothership_attachment", + "execution_attachment" + ] + }, + "public.upload_session_status": { + "name": "upload_session_status", + "schema": "public", + "values": [ + "uploading", + "completing", + "finalizing", + "completed", + "aborting", + "aborted", + "failed", + "expired" + ] + }, + "public.usage_log_category": { + "name": "usage_log_category", + "schema": "public", + "values": ["model", "fixed", "tool", "model_unbilled"] + }, + "public.usage_log_source": { + "name": "usage_log_source", + "schema": "public", + "values": [ + "workflow", + "wand", + "copilot", + "workspace-chat", + "mcp_copilot", + "mothership_block", + "knowledge-base", + "voice-input", + "enrichment", + "voice-output", + "api-tool" + ] + }, + "public.workspace_file_search_index_status": { + "name": "workspace_file_search_index_status", + "schema": "public", + "values": ["pending", "ready", "skipped", "failed"] + }, + "public.workspace_file_version_source": { + "name": "workspace_file_version_source", + "schema": "public", + "values": ["upload", "user", "api", "copilot", "workflow", "collab", "revert", "unknown"] + }, + "public.workspace_fork_promote_direction": { + "name": "workspace_fork_promote_direction", + "schema": "public", + "values": ["push", "pull"] + }, + "public.workspace_fork_resource_type": { + "name": "workspace_fork_resource_type", + "schema": "public", + "values": [ + "workflow", + "oauth_credential", + "service_account_credential", + "env_var", + "table", + "knowledge_base", + "knowledge_document", + "file", + "file_folder", + "mcp_server", + "workflow_mcp_server", + "custom_block", + "custom_tool", + "skill", + "sandbox" + ] + }, + "public.workspace_mode": { + "name": "workspace_mode", + "schema": "public", + "values": ["personal", "organization", "grandfathered_shared"] + } + }, + "schemas": {}, + "sequences": {}, + "roles": {}, + "policies": {}, + "views": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} diff --git a/packages/db/migrations/meta/_journal.json b/packages/db/migrations/meta/_journal.json index 8c5c3f59e5d..2cebbe91a37 100644 --- a/packages/db/migrations/meta/_journal.json +++ b/packages/db/migrations/meta/_journal.json @@ -2563,6 +2563,13 @@ "when": 1789801452516, "tag": "0366_member_scope_renewed_at", "breakpoints": true + }, + { + "idx": 367, + "version": "7", + "when": 1789837174274, + "tag": "0367_tin_keyword_projection", + "breakpoints": true } ] } diff --git a/packages/db/schema.ts b/packages/db/schema.ts index ba87863b397..6c1b1d8f6bf 100644 --- a/packages/db/schema.ts +++ b/packages/db/schema.ts @@ -3478,6 +3478,28 @@ export const embeddingKeywordSearch = pgTable( }) ) +/** The Tin index over {@link embeddingKeywordTin}; valid only once the projection is backfilled. */ +export const EMBEDDING_KEYWORD_TIN_INDEX = 'embedding_keyword_tin_content_idx' + +/** + * BM25 keyword ranking for organization search indexes, served by the Tin text index where the + * database provides the `tin` extension. `content` is the chunk's `english` lexemes in position + * order, prefixed with a token naming its knowledge base, so ranking is scoped to one base inside + * the index and stems exactly as the GIN projection does. Access never enters the row, so ACL + * changes never rewrite it. Script migration `0019_tin_keyword_projection` installs the extension, + * the index, and the embedding and knowledge base triggers that own these rows, and only where + * `tin` exists; elsewhere the table stays empty and keyword search keeps the GIN projection. + */ +export const embeddingKeywordTin = pgTable('embedding_keyword_tin', { + id: text('id') + .primaryKey() + .references(() => embedding.id, { onDelete: 'cascade' }), + knowledgeBaseId: text('knowledge_base_id').notNull(), + documentId: text('document_id').notNull(), + enabled: boolean('enabled').notNull(), + content: text('content').notNull(), +}) + /** * Transactionally maintained candidate projection. Keeping identities and half-precision vectors apart * from content prevents candidate scans from fetching full-precision TOAST values. diff --git a/packages/db/script-migrations-paused-billing-attribution.test.ts b/packages/db/script-migrations-paused-billing-attribution.test.ts index 67e6005f9ae..7c7041f1a1b 100644 --- a/packages/db/script-migrations-paused-billing-attribution.test.ts +++ b/packages/db/script-migrations-paused-billing-attribution.test.ts @@ -452,6 +452,7 @@ describe('script migration registry', () => { '0016_backfill_search_vectors', '0017_index_search_documents', '0018_repair_workspace_file_content_revision', + '0019_tin_keyword_projection', ]) }) }) diff --git a/packages/db/script-migrations/0016_backfill_search_vectors.postgres.test.ts b/packages/db/script-migrations/0016_backfill_search_vectors.postgres.test.ts index 869388086d3..e8649491f90 100644 --- a/packages/db/script-migrations/0016_backfill_search_vectors.postgres.test.ts +++ b/packages/db/script-migrations/0016_backfill_search_vectors.postgres.test.ts @@ -390,6 +390,7 @@ describe.runIf(Boolean(databaseUrl))('search projection upgrade in PostgreSQL', { name: '0016_backfill_search_vectors' }, { name: '0017_index_search_documents' }, { name: '0018_repair_workspace_file_content_revision' }, + { name: '0019_tin_keyword_projection' }, ]) const [{ complete }] = await sql`SELECT count(*)::int AS complete FROM embedding e JOIN embedding_search s ON s.id = e.id JOIN embedding_keyword_search k ON k.id = e.id diff --git a/packages/db/script-migrations/0019_tin_keyword_projection.postgres.test.ts b/packages/db/script-migrations/0019_tin_keyword_projection.postgres.test.ts new file mode 100644 index 00000000000..090d925b983 --- /dev/null +++ b/packages/db/script-migrations/0019_tin_keyword_projection.postgres.test.ts @@ -0,0 +1,215 @@ +import { readFileSync } from 'node:fs' +import path from 'node:path' +import { + backfillProjection, + installProjection, +} from '@sim/db/script-migrations/0019_tin_keyword_projection' +import { generateId } from '@sim/utils/id' +import postgres, { type Sql } from 'postgres' +import { afterAll, beforeAll, beforeEach, describe, expect, it } from 'vitest' + +const databaseUrl = process.env.KNOWLEDGE_ACL_TEST_DATABASE_URL +const MIGRATIONS = path.join(__dirname, '../migrations') + +/** Resolves once backend `pid` waits on a lock, so each race runs in a fixed order. */ +async function waitUntilBlocked(observer: Sql, pid: number): Promise { + for (let attempt = 0; attempt < 200; attempt++) { + const [row] = await observer`SELECT wait_event_type FROM pg_stat_activity WHERE pid = ${pid}` + if (row?.wait_event_type === 'Lock') return + await observer`SELECT pg_sleep(0.01)` + } + throw new Error(`Backend ${pid} never waited on a lock`) +} + +/** + * The Tin extension is not available here, but the projection's functions and triggers are plain + * SQL, so membership and its races are exercised without the index. + */ +describe.runIf(Boolean(databaseUrl))('Tin keyword projection in PostgreSQL', () => { + let admin: Sql + let sql: Sql + let promoter: Sql + const schemaName = `tin_projection_${generateId().replaceAll('-', '')}` + + const projected = () => + sql<{ id: string; enabled: boolean; content: string }[]>` + SELECT id, enabled, content FROM embedding_keyword_tin ORDER BY id` + + beforeAll(async () => { + const url = new URL(databaseUrl!) + if ( + !['localhost', '127.0.0.1'].includes(url.hostname) || + (!url.pathname.startsWith('/sim_acl_test') && url.pathname !== '/sim_auth_scim') + ) { + throw new Error('Projection tests require a disposable local integration database') + } + admin = postgres(url.toString(), { max: 1, onnotice: () => undefined }) + await admin.unsafe(`CREATE SCHEMA "${schemaName}"`) + const connect = () => + postgres(url.toString(), { + max: 1, + onnotice: () => undefined, + connection: { search_path: schemaName }, + }) + sql = connect() + promoter = connect() + await sql`CREATE TABLE knowledge_base ( + id text PRIMARY KEY, is_search_index boolean NOT NULL DEFAULT false, updated_at timestamp + )` + await sql`CREATE TABLE embedding ( + id text PRIMARY KEY, knowledge_base_id text NOT NULL REFERENCES knowledge_base(id), + document_id text NOT NULL, enabled boolean NOT NULL DEFAULT true, content text, + content_tsv tsvector NOT NULL + )` + await sql`CREATE INDEX ON embedding (knowledge_base_id)` + /** The shipped table, with its foreign key pointed at this schema's `embedding`. */ + const [createTable] = readFileSync( + path.join(MIGRATIONS, '0367_tin_keyword_projection.sql'), + 'utf8' + ).split('--> statement-breakpoint') + await sql.unsafe(createTable) + await sql.unsafe( + 'ALTER TABLE embedding_keyword_tin ADD FOREIGN KEY (id) REFERENCES embedding(id) ON DELETE CASCADE' + ) + await installProjection(sql) + }, 60_000) + + afterAll(async () => { + await sql?.end() + await promoter?.end() + await admin?.unsafe(`DROP SCHEMA IF EXISTS "${schemaName}" CASCADE`) + await admin?.end() + }) + + beforeEach(async () => { + await sql`TRUNCATE embedding_keyword_tin, embedding, knowledge_base` + await sql`INSERT INTO knowledge_base (id, is_search_index) VALUES ('legacy', false), ('index', true)` + }) + + it('projects only chunks of search indexes, as their lexemes in position order', async () => { + await sql`INSERT INTO embedding (id, knowledge_base_id, document_id, content_tsv) VALUES + ('in-index', 'index', 'doc', to_tsvector('english', 'Release notes for release')), + ('in-legacy', 'legacy', 'doc', to_tsvector('english', 'Release notes'))` + const rows = await projected() + expect(rows.map((row) => row.id)).toEqual(['in-index']) + expect(rows[0].content).toMatch(/^zkb[0-9a-f]{32} releas note releas$/) + }) + + it('projects a legacy base when it is adopted as a search index, and removes it when it is not', async () => { + await sql`INSERT INTO embedding (id, knowledge_base_id, document_id, enabled, content_tsv) VALUES + ('legacy-1', 'legacy', 'doc', true, to_tsvector('english', 'Quarterly planning')), + ('legacy-2', 'legacy', 'doc', false, to_tsvector('english', 'Draft agenda'))` + expect(await projected()).toEqual([]) + + await sql`UPDATE knowledge_base SET is_search_index = true WHERE id = 'legacy'` + expect(await projected()).toMatchObject([ + { id: 'legacy-1', enabled: true }, + { id: 'legacy-2', enabled: false }, + ]) + + await sql`UPDATE knowledge_base SET updated_at = now() WHERE id = 'legacy'` + expect(await projected()).toHaveLength(2) + + await sql`UPDATE knowledge_base SET is_search_index = false WHERE id = 'legacy'` + expect(await projected()).toEqual([]) + }) + + it('projects a chunk inserted while the base is being adopted', async () => { + let inserted!: () => void + const insertedSignal = new Promise((resolve) => { + inserted = resolve + }) + let release!: () => void + const released = new Promise((resolve) => { + release = resolve + }) + const writer = sql.begin(async (tx) => { + await tx`INSERT INTO embedding (id, knowledge_base_id, document_id, content_tsv) + VALUES ('racing', 'legacy', 'doc', to_tsvector('english', 'Racing chunk'))` + inserted() + await released + }) + await insertedSignal + const [{ pid }] = await promoter`SELECT pg_backend_pid() AS pid` + const promotion = + promoter`UPDATE knowledge_base SET is_search_index = true WHERE id = 'legacy'`.execute() + await waitUntilBlocked(admin, pid) + release() + await writer + await promotion + expect((await projected()).map((row) => row.id)).toEqual(['racing']) + }) + + it('keeps a chunk update that races the adoption of its base', async () => { + await sql`INSERT INTO embedding (id, knowledge_base_id, document_id, content_tsv) + VALUES ('toggled', 'legacy', 'doc', to_tsvector('english', 'Toggled chunk'))` + let promoted!: () => void + const promotedSignal = new Promise((resolve) => { + promoted = resolve + }) + let release!: () => void + const released = new Promise((resolve) => { + release = resolve + }) + const promotion = promoter.begin(async (tx) => { + await tx`UPDATE knowledge_base SET is_search_index = true WHERE id = 'legacy'` + promoted() + await released + }) + await promotedSignal + const [{ pid }] = await sql`SELECT pg_backend_pid() AS pid` + const update = sql`UPDATE embedding SET enabled = false WHERE id = 'toggled'`.execute() + await waitUntilBlocked(admin, pid) + release() + await promotion + await update + expect(await projected()).toMatchObject([{ id: 'toggled', enabled: false }]) + }) + it('removes a base through the chunk index instead of scanning the projection', async () => { + await sql`INSERT INTO embedding (id, knowledge_base_id, document_id, content_tsv) + SELECT 'index-' || n, 'index', 'doc', to_tsvector('english', 'Chunk ' || n) + FROM generate_series(1, 20) n` + /** Pending per-backend counts include earlier statements, so compare before and after. */ + const scans = await sql.begin(async (tx) => { + const read = async () => { + const [row] = await tx>` + SELECT seq_scan::int AS scans FROM pg_stat_xact_user_tables + WHERE relid = 'embedding_keyword_tin'::regclass` + return row.scans + } + await tx`SET LOCAL enable_seqscan = off` + const before = await read() + await tx`UPDATE knowledge_base SET is_search_index = false WHERE id = 'index'` + return (await read()) - before + }) + expect(scans).toBe(0) + expect(await projected()).toEqual([]) + }) + + it('does not backfill a chunk whose base stops being a search index mid-page', async () => { + await sql`INSERT INTO embedding (id, knowledge_base_id, document_id, content_tsv) + VALUES ('unprojected', 'index', 'doc', to_tsvector('english', 'Predates the trigger'))` + await sql`DELETE FROM embedding_keyword_tin` + let demoted!: () => void + const demotedSignal = new Promise((resolve) => { + demoted = resolve + }) + let release!: () => void + const released = new Promise((resolve) => { + release = resolve + }) + const demotion = promoter.begin(async (tx) => { + await tx`UPDATE knowledge_base SET is_search_index = false WHERE id = 'index'` + demoted() + await released + }) + await demotedSignal + const [{ pid }] = await sql`SELECT pg_backend_pid() AS pid` + const backfill = backfillProjection(sql) + await waitUntilBlocked(admin, pid) + release() + await demotion + expect(await backfill).toBe(0) + expect(await projected()).toEqual([]) + }) +}) diff --git a/packages/db/script-migrations/0019_tin_keyword_projection.ts b/packages/db/script-migrations/0019_tin_keyword_projection.ts new file mode 100644 index 00000000000..c3f4c787ea9 --- /dev/null +++ b/packages/db/script-migrations/0019_tin_keyword_projection.ts @@ -0,0 +1,241 @@ +import { EMBEDDING_KEYWORD_TIN_INDEX } from '@sim/db/schema' +import type { ScriptMigration } from '@sim/db/script-migrations/types' +import { createLogger } from '@sim/logger' +import postgres, { type Sql } from 'postgres' + +const logger = createLogger('TinKeywordProjection') +const BATCH_SIZE = 500 + +/** Refusals that mean this database cannot host Tin, as opposed to a failed installation. */ +const EXTENSION_REFUSED_CODES = new Set(['42501', '0A000']) + +/** + * Installs the extension, or reports that this database refuses it: listed as available is not + * the same as creatable by the migration role. Tin is an optimization, so a refusal leaves keyword + * search on the GIN projection instead of failing the deploy. + */ +async function createTinExtension(sql: Sql): Promise { + try { + await sql.unsafe('CREATE EXTENSION IF NOT EXISTS tin') + return true + } catch (error) { + const code = (error as { code?: unknown }).code + if (typeof code !== 'string' || !EXTENSION_REFUSED_CODES.has(code)) throw error + logger.warn('The database refused the tin extension; keyword search keeps the GIN projection', { + code, + }) + return false + } +} + +/** + * Whether the database offers the `tin` extension. Only PlanetScale Postgres ships it; everywhere + * else the projection table stays empty and keyword search keeps the GIN projection. + */ +async function tinAvailable(sql: Sql): Promise { + const rows = await sql`SELECT 1 FROM pg_available_extensions WHERE name = 'tin'` + return rows.length > 0 +} + +/** + * Installs the stream and base-token functions shared by the triggers and the query path, and the + * embedding and knowledge base triggers, atomically with respect to embedding writers. + * + * `knowledge_tin_stream` emits a tsvector's lexemes in position order, so Tin ranks exactly the + * `english` analysis the GIN projection stores. Stopwords the analysis dropped leave no gap, so a + * phrase also matches across them, slightly looser than the GIN projection's positional match. + * `knowledge_tin_base_token` names a knowledge base as one indexed term, so a query ranks within one + * base inside the index. Only organization search indexes are projected: they are the bases large + * enough for a member to reach more than an exact ranking can afford, where GIN keyword ranking has + * to score every match before access is checked. + * + * Membership follows `knowledge_base.is_search_index`, so the projection has two writers: the + * embedding trigger projects one chunk, and the knowledge base trigger projects or removes a whole + * base when a legacy base is adopted as a search index. They serialize on a transaction advisory + * lock per base, taken before the marker is read: embedding writers share it, so they never wait on + * each other, and a marker change takes it exclusively, so it waits for writers already in flight + * and later writers wait for it. Each then reads under a fresh snapshot, so neither misses the + * other's rows. A row lock cannot do this: a key-share lock on the marker row is compatible with + * the uncommitted marker update, so a writer would read the old marker without waiting. A whole + * base is reached through `embedding`'s knowledge base index, since a projected row always carries + * its chunk's base and the projection keeps no index but Tin's. + */ +export async function installProjection(sql: Sql): Promise { + await sql.begin(async (tx) => { + await tx.unsafe("SET LOCAL lock_timeout = '5s'") + await tx.unsafe('LOCK TABLE embedding IN SHARE ROW EXCLUSIVE MODE') + await tx.unsafe(`CREATE OR REPLACE FUNCTION knowledge_tin_stream(vector tsvector) + RETURNS text LANGUAGE sql IMMUTABLE PARALLEL SAFE AS $$ + SELECT coalesce(string_agg(entry.lexeme, ' ' ORDER BY position), '') + FROM unnest(vector) AS entry(lexeme, positions, weights), unnest(entry.positions) AS position + $$`) + await tx.unsafe(`CREATE OR REPLACE FUNCTION knowledge_tin_base_token(knowledge_base_id text) + RETURNS text LANGUAGE sql IMMUTABLE PARALLEL SAFE AS $$ + SELECT 'zkb' || md5(knowledge_base_id) + $$`) + await tx.unsafe(`CREATE OR REPLACE FUNCTION knowledge_tin_membership_key(knowledge_base_id text) + RETURNS bigint LANGUAGE sql IMMUTABLE PARALLEL SAFE AS $$ + SELECT hashtextextended('embedding_keyword_tin:' || knowledge_base_id, 0) + $$`) + await tx.unsafe(`CREATE OR REPLACE FUNCTION sync_embedding_keyword_tin() + RETURNS trigger LANGUAGE plpgsql AS $$ + BEGIN + PERFORM pg_advisory_xact_lock_shared(knowledge_tin_membership_key(NEW.knowledge_base_id)); + IF NOT EXISTS ( + SELECT 1 FROM knowledge_base WHERE id = NEW.knowledge_base_id AND is_search_index + ) THEN + DELETE FROM embedding_keyword_tin WHERE id = NEW.id; + RETURN NEW; + END IF; + INSERT INTO embedding_keyword_tin (id, knowledge_base_id, document_id, enabled, content) + VALUES (NEW.id, NEW.knowledge_base_id, NEW.document_id, NEW.enabled, + knowledge_tin_base_token(NEW.knowledge_base_id) || ' ' || knowledge_tin_stream(NEW.content_tsv)) + ON CONFLICT (id) DO UPDATE SET + knowledge_base_id = EXCLUDED.knowledge_base_id, document_id = EXCLUDED.document_id, + enabled = EXCLUDED.enabled, content = EXCLUDED.content; + RETURN NEW; + END; + $$`) + await tx.unsafe(`CREATE OR REPLACE TRIGGER embedding_keyword_tin_sync + AFTER INSERT OR UPDATE OF knowledge_base_id, document_id, enabled, content ON embedding + FOR EACH ROW EXECUTE FUNCTION sync_embedding_keyword_tin()`) + await tx.unsafe(`CREATE OR REPLACE FUNCTION sync_knowledge_base_keyword_tin() + RETURNS trigger LANGUAGE plpgsql AS $$ + BEGIN + PERFORM pg_advisory_xact_lock(knowledge_tin_membership_key(NEW.id)); + IF NOT NEW.is_search_index THEN + DELETE FROM embedding_keyword_tin t USING embedding e + WHERE e.knowledge_base_id = NEW.id AND t.id = e.id; + RETURN NEW; + END IF; + INSERT INTO embedding_keyword_tin (id, knowledge_base_id, document_id, enabled, content) + SELECT id, knowledge_base_id, document_id, enabled, + knowledge_tin_base_token(knowledge_base_id) || ' ' || knowledge_tin_stream(content_tsv) + FROM embedding WHERE knowledge_base_id = NEW.id + ON CONFLICT (id) DO UPDATE SET + knowledge_base_id = EXCLUDED.knowledge_base_id, document_id = EXCLUDED.document_id, + enabled = EXCLUDED.enabled, content = EXCLUDED.content; + RETURN NEW; + END; + $$`) + await tx.unsafe(`CREATE OR REPLACE TRIGGER knowledge_base_keyword_tin_sync + AFTER UPDATE OF is_search_index ON knowledge_base + FOR EACH ROW WHEN (OLD.is_search_index IS DISTINCT FROM NEW.is_search_index) + EXECUTE FUNCTION sync_knowledge_base_keyword_tin()`) + }) +} + +/** + * Fills rows the trigger has not written yet, in independently committed keyset pages. Each page + * takes the membership locks of its bases before reading them, as the embedding trigger does, and + * then reads under a fresh snapshot: a base whose search-index marker is changing is read only + * after that change commits, so the backfill never writes back a chunk the change removed. + */ +export async function backfillProjection(sql: Sql): Promise { + let afterId = '' + let inserted = 0 + let scanned = 0 + const startedAt = Date.now() + for (;;) { + const page = await sql.begin(async (tx) => { + await tx.unsafe("SET LOCAL lock_timeout = '5s'") + await tx.unsafe("SET LOCAL statement_timeout = '60s'") + const rows = await tx>` + SELECT id, knowledge_base_id FROM embedding WHERE id > ${afterId} ORDER BY id + LIMIT ${BATCH_SIZE}` + if (rows.length === 0) return null + const ids = rows.map((row) => row.id) + const bases = [...new Set(rows.map((row) => row.knowledge_base_id))] + await tx`SELECT pg_advisory_xact_lock_shared(knowledge_tin_membership_key(base)) + FROM unnest(${bases}::text[]) AS base ORDER BY base` + const [{ written }] = await tx>` + WITH batch AS MATERIALIZED ( + SELECT e.id, e.knowledge_base_id, e.document_id, e.enabled, e.content_tsv + FROM embedding e + INNER JOIN knowledge_base k ON k.id = e.knowledge_base_id AND k.is_search_index + WHERE e.id = ANY(${ids}::text[]) + AND NOT EXISTS (SELECT 1 FROM embedding_keyword_tin t WHERE t.id = e.id) + ORDER BY e.id FOR KEY SHARE OF e + ), written AS ( + INSERT INTO embedding_keyword_tin (id, knowledge_base_id, document_id, enabled, content) + SELECT id, knowledge_base_id, document_id, enabled, + knowledge_tin_base_token(knowledge_base_id) || ' ' || knowledge_tin_stream(content_tsv) + FROM batch + ON CONFLICT (id) DO NOTHING RETURNING id + ) SELECT count(*)::int AS written FROM written` + return { afterId: ids[ids.length - 1], scanned: ids.length, inserted: written } + }) + if (!page) break + afterId = page.afterId + inserted += page.inserted + scanned += page.scanned + if (scanned % (BATCH_SIZE * 100) === 0) { + logger.info('Tin keyword backfill progress', { + scanned, + inserted, + elapsedMs: Date.now() - startedAt, + }) + } + } + await sql.unsafe('VACUUM (ANALYZE) embedding_keyword_tin') + return inserted +} + +/** + * Builds the Tin index after the bulk load, concurrently so the trigger keeps writing. An + * interrupted build leaves an invalid index, which is dropped and rebuilt; a valid one is kept. + */ +async function buildProjectionIndex(sql: Sql): Promise { + const [{ timeout }] = await sql`SELECT current_setting('lock_timeout') AS timeout` + await sql.unsafe('SET lock_timeout = 0') + try { + const [existing] = await sql`SELECT i.indisvalid FROM pg_index i + WHERE i.indexrelid = to_regclass(${EMBEDDING_KEYWORD_TIN_INDEX})` + if (existing?.indisvalid) return + if (existing) await sql.unsafe(`DROP INDEX CONCURRENTLY ${EMBEDDING_KEYWORD_TIN_INDEX}`) + const startedAt = Date.now() + logger.info('Building Tin keyword index', { index: EMBEDDING_KEYWORD_TIN_INDEX }) + await sql.unsafe( + `CREATE INDEX CONCURRENTLY ${EMBEDDING_KEYWORD_TIN_INDEX} ON embedding_keyword_tin USING tin (content) WITH (tokenizer = 'whitespace')` + ) + logger.info('Tin keyword index built', { + index: EMBEDDING_KEYWORD_TIN_INDEX, + elapsedMs: Date.now() - startedAt, + }) + } finally { + await sql`SELECT set_config('lock_timeout', ${timeout}, false)` + } +} + +/** + * Installs and fills the Tin keyword projection where the database offers `tin`, and records a + * no-op elsewhere. A database that gains the extension later runs this file directly (see below) + * to adopt it; the whole migration is idempotent. + */ +export async function installTinKeywordProjection(sql: Sql): Promise { + if (!(await tinAvailable(sql))) { + logger.info('Tin is unavailable; keyword search keeps the GIN projection') + return + } + if (!(await createTinExtension(sql))) return + await installProjection(sql) + const rows = await backfillProjection(sql) + await buildProjectionIndex(sql) + logger.info('Tin keyword projection initialized', { rows }) +} + +export const tinKeywordProjectionMigration: ScriptMigration = { + name: '0019_tin_keyword_projection', + up: installTinKeywordProjection, +} + +if (import.meta.main) { + const url = process.env.MIGRATION_DATABASE_URL ?? process.env.DATABASE_URL + if (!url) throw new Error('DATABASE_URL is required to install the Tin keyword projection') + const sql = postgres(url, { max: 1, max_lifetime: null, onnotice: () => undefined }) + try { + await installTinKeywordProjection(sql) + } finally { + await sql.end() + } +} diff --git a/packages/db/script-migrations/index.ts b/packages/db/script-migrations/index.ts index bd3169b4a4d..613169eb2ae 100644 --- a/packages/db/script-migrations/index.ts +++ b/packages/db/script-migrations/index.ts @@ -4,6 +4,7 @@ import { requireKnowledgeBaseOwnerMigration } from '@sim/db/script-migrations/00 import { backfillSearchVectorsMigration } from '@sim/db/script-migrations/0016_backfill_search_vectors' import { indexSearchDocumentsMigration } from '@sim/db/script-migrations/0017_index_search_documents' import { repairWorkspaceFileContentRevisionMigration } from '@sim/db/script-migrations/0018_repair_workspace_file_content_revision' +import { tinKeywordProjectionMigration } from '@sim/db/script-migrations/0019_tin_keyword_projection' import type { Sql } from 'postgres' import { backfillTableOrderKeys } from './0001_backfill_table_order_keys' import { backfillPausedBillingAttribution } from './0002_backfill_paused_billing_attribution' @@ -41,6 +42,7 @@ export const scriptMigrations: readonly ScriptMigration[] = [ indexSearchDocumentsMigration, /** 0358 stops new sub-millisecond revisions; this retires the ones that predate it. */ repairWorkspaceFileContentRevisionMigration, + tinKeywordProjectionMigration, ] /** diff --git a/packages/db/scripts/push.test.ts b/packages/db/scripts/push.test.ts new file mode 100644 index 00000000000..0f78d2812eb --- /dev/null +++ b/packages/db/scripts/push.test.ts @@ -0,0 +1,23 @@ +/** + * @vitest-environment node + */ + +import { pushCommands } from '@sim/db/scripts/push' +import { describe, expect, it } from 'vitest' + +describe('pushCommands', () => { + it('forwards push flags to Drizzle before any reconciliation step', () => { + expect(pushCommands(['--force'])[0]).toEqual([ + 'bunx', + 'drizzle-kit', + 'push', + '--config=./drizzle.config.ts', + '--force', + ]) + }) + + it('rebuilds the Tin keyword projection a push drops, since its index is not in the schema', () => { + const scripts = pushCommands([]).map((command) => command.at(-1)) + expect(scripts.at(-1)).toBe('./script-migrations/0019_tin_keyword_projection.ts') + }) +}) diff --git a/packages/db/scripts/push.ts b/packages/db/scripts/push.ts index 08b93f9557e..b6034ec175f 100644 --- a/packages/db/scripts/push.ts +++ b/packages/db/scripts/push.ts @@ -1,13 +1,22 @@ -/** Forward push flags to Drizzle before running the schema reconciliation steps. */ -const commands = [ - ['bunx', 'drizzle-kit', 'push', '--config=./drizzle.config.ts', ...process.argv.slice(2)], - ['bun', '--env-file=.env', 'run', './scripts/reconcile-credential-group-resource-policies.ts'], - ['bun', '--env-file=.env', 'run', './scripts/reconcile-oauth-provider.ts'], - ['bun', '--env-file=.env', 'run', './script-migrations/0016_backfill_search_vectors.ts'], -] +/** + * Push flags go to Drizzle, then the reconciliation steps repair what a schema push cannot express: + * each script migration listed here builds objects outside `schema.ts` (backfilled projections, + * extension-backed indexes) that a push would otherwise drop or leave empty. + */ +export function pushCommands(flags: readonly string[]): string[][] { + return [ + ['bunx', 'drizzle-kit', 'push', '--config=./drizzle.config.ts', ...flags], + ['bun', '--env-file=.env', 'run', './scripts/reconcile-credential-group-resource-policies.ts'], + ['bun', '--env-file=.env', 'run', './scripts/reconcile-oauth-provider.ts'], + ['bun', '--env-file=.env', 'run', './script-migrations/0016_backfill_search_vectors.ts'], + ['bun', '--env-file=.env', 'run', './script-migrations/0019_tin_keyword_projection.ts'], + ] +} -for (const command of commands) { - const child = Bun.spawn(command, { stdin: 'inherit', stdout: 'inherit', stderr: 'inherit' }) - const exitCode = await child.exited - if (exitCode !== 0) process.exit(exitCode) +if (import.meta.main) { + for (const command of pushCommands(process.argv.slice(2))) { + const child = Bun.spawn(command, { stdin: 'inherit', stdout: 'inherit', stderr: 'inherit' }) + const exitCode = await child.exited + if (exitCode !== 0) process.exit(exitCode) + } } diff --git a/packages/testing/src/mocks/schema.mock.ts b/packages/testing/src/mocks/schema.mock.ts index 19d23ce0cdf..7988865ff48 100644 --- a/packages/testing/src/mocks/schema.mock.ts +++ b/packages/testing/src/mocks/schema.mock.ts @@ -950,6 +950,14 @@ export const schemaMock = { enabled: 'embeddingKeywordSearch.enabled', contentTsv: 'embeddingKeywordSearch.contentTsv', }, + EMBEDDING_KEYWORD_TIN_INDEX: 'embedding_keyword_tin_content_idx', + embeddingKeywordTin: { + id: 'embeddingKeywordTin.id', + knowledgeBaseId: 'embeddingKeywordTin.knowledgeBaseId', + documentId: 'embeddingKeywordTin.documentId', + enabled: 'embeddingKeywordTin.enabled', + content: 'embeddingKeywordTin.content', + }, embeddingSearch: { id: 'embeddingSearch.id', knowledgeBaseId: 'embeddingSearch.knowledgeBaseId',