feat(TRUEREF-0021): implement differential tag indexing
This commit is contained in:
committed by
Giancarmine Salucci
parent
e63279fcf6
commit
f4fe8c6043
122
src/lib/server/pipeline/differential-strategy.ts
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122
src/lib/server/pipeline/differential-strategy.ts
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@@ -0,0 +1,122 @@
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/**
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* Differential indexing strategy coordinator (TRUEREF-0021).
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*
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* Determines whether differential indexing can be used for a given version tag,
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* and if so, builds a plan describing which files to clone from the ancestor
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* and which files to crawl fresh.
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*/
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import type Database from 'better-sqlite3';
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import type { Repository } from '$lib/server/models/repository.js';
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import type { RepositoryVersion } from '$lib/server/models/repository-version.js';
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import { RepositoryVersionMapper } from '$lib/server/mappers/repository-version.mapper.js';
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import type { RepositoryVersionEntity } from '$lib/server/models/repository-version.js';
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import { findBestAncestorVersion } from '$lib/server/utils/tag-order.js';
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import { fetchGitHubChangedFiles } from '$lib/server/crawler/github-compare.js';
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import { getChangedFilesBetweenRefs } from '$lib/server/utils/git.js';
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import type { ChangedFile } from '$lib/server/crawler/types.js';
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export interface DifferentialPlan {
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/** Version ID of the closest already-indexed predecessor tag */
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ancestorVersionId: string;
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/** Ancestor tag name (needed for git diff / GitHub compare calls) */
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ancestorTag: string;
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/** File paths that changed (added + modified + renamed-destination) */
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changedPaths: Set<string>;
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/** File paths that were deleted in the target vs ancestor */
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deletedPaths: Set<string>;
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/** File paths present in ancestor that are unchanged in target — must be cloned */
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unchangedPaths: Set<string>;
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}
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export async function buildDifferentialPlan(params: {
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repo: Repository;
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targetTag: string;
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db: Database.Database;
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/** Override for testing only */
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_fetchGitHubChangedFiles?: typeof fetchGitHubChangedFiles;
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}): Promise<DifferentialPlan | null> {
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const { repo, targetTag, db } = params;
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const fetchFn = params._fetchGitHubChangedFiles ?? fetchGitHubChangedFiles;
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try {
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// 1. Load all indexed versions for this repository
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const rows = db
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.prepare(
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`SELECT * FROM repository_versions WHERE repository_id = ? AND state = 'indexed'`
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)
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.all(repo.id) as RepositoryVersionEntity[];
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const indexedVersions: RepositoryVersion[] = rows.map((row) =>
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RepositoryVersionMapper.fromEntity(row)
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);
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// 2. Find the best ancestor version
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const ancestor = findBestAncestorVersion(targetTag, indexedVersions);
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if (!ancestor) return null;
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// 3. Load ancestor's document file paths
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const docRows = db
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.prepare(`SELECT DISTINCT file_path FROM documents WHERE version_id = ?`)
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.all(ancestor.id) as Array<{ file_path: string }>;
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const ancestorFilePaths = new Set(docRows.map((r) => r.file_path));
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if (ancestorFilePaths.size === 0) return null;
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// 4. Fetch changed files between ancestor and target
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let changedFiles: ChangedFile[];
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if (repo.source === 'github') {
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const url = new URL(repo.sourceUrl);
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const parts = url.pathname.split('/').filter(Boolean);
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const owner = parts[0];
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const repoName = parts[1];
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changedFiles = await fetchFn(
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owner,
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repoName,
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ancestor.tag,
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targetTag,
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repo.githubToken ?? undefined
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);
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} else {
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changedFiles = getChangedFilesBetweenRefs({
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repoPath: repo.sourceUrl,
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base: ancestor.tag,
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head: targetTag
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});
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}
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// 5. Partition changed files into changed and deleted sets
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const changedPaths = new Set<string>();
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const deletedPaths = new Set<string>();
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for (const file of changedFiles) {
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if (file.status === 'removed') {
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deletedPaths.add(file.path);
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} else {
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changedPaths.add(file.path);
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}
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}
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// 6. Compute unchanged paths: ancestor paths minus changed minus deleted
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const unchangedPaths = new Set<string>();
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for (const p of ancestorFilePaths) {
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if (!changedPaths.has(p) && !deletedPaths.has(p)) {
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unchangedPaths.add(p);
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}
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}
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// 7. Return null when there's nothing to clone (all files changed)
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if (unchangedPaths.size === 0) return null;
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return {
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ancestorVersionId: ancestor.id,
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ancestorTag: ancestor.tag,
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changedPaths,
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deletedPaths,
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unchangedPaths
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};
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} catch {
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// Fail-safe: fall back to full crawl on any error
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return null;
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}
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}
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@@ -13,6 +13,7 @@ import { JobQueue } from './job-queue.js';
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import { IndexingPipeline } from './indexing.pipeline.js';
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import { recoverStaleJobs } from './startup.js';
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import { EmbeddingService } from '$lib/server/embeddings/embedding.service.js';
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import * as diffStrategy from './differential-strategy.js';
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// ---------------------------------------------------------------------------
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// Test DB factory
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@@ -1019,3 +1020,290 @@ describe('IndexingPipeline', () => {
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expect(rules).toEqual(['v3: use the streaming API.']);
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});
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});
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// ---------------------------------------------------------------------------
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// differential indexing
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// ---------------------------------------------------------------------------
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describe('differential indexing', () => {
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let db: Database.Database;
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beforeEach(() => {
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db = createTestDb();
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insertRepo(db, { source: 'local', source_url: '/tmp/test-repo' });
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});
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function insertDocument(
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localDb: Database.Database,
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overrides: Partial<Record<string, unknown>> = {}
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): string {
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const id = crypto.randomUUID();
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localDb
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.prepare(
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`INSERT INTO documents (id, repository_id, version_id, file_path, title, language, token_count, checksum, indexed_at)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`
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)
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.run(
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(overrides.id as string) ?? id,
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(overrides.repository_id as string) ?? '/test/repo',
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(overrides.version_id as string | null) ?? null,
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(overrides.file_path as string) ?? 'README.md',
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null,
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'markdown',
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100,
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(overrides.checksum as string) ?? 'abc123',
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Math.floor(Date.now() / 1000)
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);
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return (overrides.id as string) ?? id;
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}
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function insertSnippet(
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localDb: Database.Database,
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documentId: string,
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overrides: Partial<Record<string, unknown>> = {}
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): string {
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const id = crypto.randomUUID();
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localDb
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.prepare(
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`INSERT INTO snippets (id, document_id, repository_id, version_id, type, title, content, language, breadcrumb, token_count, created_at)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`
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)
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.run(
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(overrides.id as string) ?? id,
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documentId,
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(overrides.repository_id as string) ?? '/test/repo',
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(overrides.version_id as string | null) ?? null,
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'info',
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null,
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'content',
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'markdown',
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null,
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10,
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Math.floor(Date.now() / 1000)
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);
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return (overrides.id as string) ?? id;
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}
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type PipelineInternals = IndexingPipeline & {
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cloneFromAncestor: (
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ancestorVersionId: string,
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targetVersionId: string,
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repositoryId: string,
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unchangedPaths: Set<string>
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) => void;
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};
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it('cloneFromAncestor inserts documents and snippets into the target version', () => {
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const ancestorVersionId = insertVersion(db, { tag: 'v1.0.0', state: 'indexed' });
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const targetVersionId = insertVersion(db, { tag: 'v1.1.0', state: 'pending' });
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const doc1Id = insertDocument(db, {
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repository_id: '/test/repo',
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version_id: ancestorVersionId,
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file_path: 'README.md',
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checksum: 'sha-readme'
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});
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const doc2Id = insertDocument(db, {
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repository_id: '/test/repo',
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version_id: ancestorVersionId,
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file_path: 'src/index.ts',
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checksum: 'sha-index'
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});
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insertSnippet(db, doc1Id, { repository_id: '/test/repo', version_id: ancestorVersionId });
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insertSnippet(db, doc2Id, { repository_id: '/test/repo', version_id: ancestorVersionId });
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const pipeline = new IndexingPipeline(
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db,
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vi.fn() as never,
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{ crawl: vi.fn() } as never,
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null
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);
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(pipeline as unknown as PipelineInternals).cloneFromAncestor(
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ancestorVersionId,
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targetVersionId,
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'/test/repo',
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new Set(['README.md', 'src/index.ts'])
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);
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const targetDocs = db
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.prepare(`SELECT * FROM documents WHERE version_id = ?`)
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.all(targetVersionId) as { id: string; file_path: string }[];
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expect(targetDocs).toHaveLength(2);
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expect(targetDocs.map((d) => d.file_path).sort()).toEqual(
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['README.md', 'src/index.ts'].sort()
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);
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// New IDs must differ from ancestor doc IDs.
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const targetDocIds = targetDocs.map((d) => d.id);
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expect(targetDocIds).not.toContain(doc1Id);
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expect(targetDocIds).not.toContain(doc2Id);
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const targetSnippets = db
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.prepare(`SELECT * FROM snippets WHERE version_id = ?`)
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.all(targetVersionId) as { id: string }[];
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expect(targetSnippets).toHaveLength(2);
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});
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it('cloneFromAncestor silently skips paths absent from the ancestor', () => {
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const ancestorVersionId = insertVersion(db, { tag: 'v1.0.0', state: 'indexed' });
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const targetVersionId = insertVersion(db, { tag: 'v1.1.0', state: 'pending' });
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insertDocument(db, {
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repository_id: '/test/repo',
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version_id: ancestorVersionId,
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file_path: 'src/main.ts',
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checksum: 'sha-main'
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});
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const pipeline = new IndexingPipeline(
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db,
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vi.fn() as never,
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{ crawl: vi.fn() } as never,
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null
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);
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(pipeline as unknown as PipelineInternals).cloneFromAncestor(
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ancestorVersionId,
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targetVersionId,
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'/test/repo',
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new Set(['src/main.ts', 'MISSING.md'])
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);
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const targetDocs = db
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.prepare(`SELECT * FROM documents WHERE version_id = ?`)
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.all(targetVersionId) as { id: string; file_path: string }[];
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expect(targetDocs).toHaveLength(1);
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expect(targetDocs[0].file_path).toBe('src/main.ts');
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});
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it('falls back to full crawl when no indexed ancestor exists', async () => {
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const targetVersionId = insertVersion(db, { tag: 'v1.0.0', state: 'pending' });
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const files = [
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{
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path: 'README.md',
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content: '# Hello\n\nThis is documentation.',
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sha: 'sha-readme',
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language: 'markdown'
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},
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{
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path: 'src/index.ts',
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content: 'export const x = 1;',
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sha: 'sha-index',
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language: 'typescript'
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}
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];
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const mockLocalCrawl = vi.fn().mockResolvedValue({
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files,
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totalFiles: 2,
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skippedFiles: 0,
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branch: 'main',
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commitSha: 'abc'
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});
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const pipeline = new IndexingPipeline(
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db,
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vi.fn() as never,
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{ crawl: mockLocalCrawl } as never,
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null
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);
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const jobId = insertJob(db, {
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repository_id: '/test/repo',
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version_id: targetVersionId,
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status: 'queued'
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});
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const job = db.prepare(`SELECT * FROM indexing_jobs WHERE id = ?`).get(jobId) as never;
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await pipeline.run(job);
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const updatedJob = db
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.prepare(`SELECT status FROM indexing_jobs WHERE id = ?`)
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.get(jobId) as { status: string };
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expect(updatedJob.status).toBe('done');
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const docs = db
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.prepare(`SELECT * FROM documents WHERE version_id = ?`)
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.all(targetVersionId) as { id: string }[];
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expect(docs.length).toBeGreaterThanOrEqual(2);
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});
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it('cloned unchanged documents survive the diff/replace stage', async () => {
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// 1. Set up ancestor and target versions.
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const ancestorVersionId = insertVersion(db, { tag: 'v1.0.0', state: 'indexed' });
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const targetVersionId = insertVersion(db, { tag: 'v1.1.0', state: 'pending' });
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// 2. Insert ancestor doc + snippet for unchanged.md.
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const ancestorDocId = insertDocument(db, {
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repository_id: '/test/repo',
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version_id: ancestorVersionId,
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file_path: 'unchanged.md',
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checksum: 'sha-unchanged'
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});
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insertSnippet(db, ancestorDocId, {
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repository_id: '/test/repo',
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version_id: ancestorVersionId
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});
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// 3. Crawl returns ONLY changed.md (unchanged.md is absent — differential only).
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const mockLocalCrawl = vi.fn().mockResolvedValue({
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files: [
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{
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path: 'changed.md',
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content: '# Changed\n\nThis file was added.',
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sha: 'sha-changed',
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language: 'markdown'
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}
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],
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totalFiles: 1,
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skippedFiles: 0,
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branch: 'main',
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commitSha: 'abc'
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});
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// 4. Mock buildDifferentialPlan to return a plan with the two paths.
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const mockPlan = {
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ancestorVersionId,
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ancestorTag: 'v1.0.0',
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changedPaths: new Set(['changed.md']),
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deletedPaths: new Set<string>(),
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unchangedPaths: new Set(['unchanged.md'])
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};
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const spy = vi
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.spyOn(diffStrategy, 'buildDifferentialPlan')
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.mockResolvedValueOnce(mockPlan);
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const pipeline = new IndexingPipeline(
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db,
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vi.fn() as never,
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{ crawl: mockLocalCrawl } as never,
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null
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);
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// 5. Run pipeline for the target version job.
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const jobId = insertJob(db, {
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repository_id: '/test/repo',
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version_id: targetVersionId,
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status: 'queued'
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});
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const job = db.prepare(`SELECT * FROM indexing_jobs WHERE id = ?`).get(jobId) as never;
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await pipeline.run(job);
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spy.mockRestore();
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// 6. Assert job completed and both docs exist under the target version.
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const finalJob = db
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.prepare(`SELECT status FROM indexing_jobs WHERE id = ?`)
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.get(jobId) as { status: string };
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expect(finalJob.status).toBe('done');
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const targetDocs = db
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.prepare(`SELECT file_path FROM documents WHERE version_id = ?`)
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.all(targetVersionId) as { file_path: string }[];
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const filePaths = targetDocs.map((d) => d.file_path);
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// unchanged.md was cloned and must NOT have been deleted by computeDiff.
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expect(filePaths).toContain('unchanged.md');
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// changed.md was crawled and indexed in this run.
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expect(filePaths).toContain('changed.md');
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});
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});
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@@ -26,6 +26,7 @@ import { resolveConfig, type ParsedConfig } from '$lib/server/config/config-pars
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import { parseFile } from '$lib/server/parser/index.js';
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import { computeTrustScore } from '$lib/server/search/trust-score.js';
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import { computeDiff } from './diff.js';
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import { buildDifferentialPlan, type DifferentialPlan } from './differential-strategy.js';
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// ---------------------------------------------------------------------------
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// Progress calculation
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@@ -95,11 +96,44 @@ export class IndexingPipeline {
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this.updateVersion(normJob.versionId, { state: 'indexing' });
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}
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// ---- Stage 1: Crawl -------------------------------------------------
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const versionTag = normJob.versionId
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? this.getVersionTag(normJob.versionId)
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: undefined;
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const crawlResult = await this.crawl(repo, versionTag);
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// ---- Stage 0: Differential strategy (TRUEREF-0021) ----------------------
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// When indexing a tagged version, check if we can inherit unchanged files
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// from an already-indexed ancestor version instead of crawling everything.
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let differentialPlan: DifferentialPlan | null = null;
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if (normJob.versionId && versionTag) {
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differentialPlan = await buildDifferentialPlan({
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repo,
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targetTag: versionTag,
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db: this.db
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}).catch((err) => {
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console.warn(
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`[IndexingPipeline] Differential plan failed, falling back to full crawl: ${err instanceof Error ? err.message : String(err)}`
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);
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return null;
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});
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}
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// If a differential plan exists, clone unchanged files from ancestor.
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if (differentialPlan && differentialPlan.unchangedPaths.size > 0) {
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this.cloneFromAncestor(
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differentialPlan.ancestorVersionId,
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normJob.versionId!,
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repo.id,
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differentialPlan.unchangedPaths
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);
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console.info(
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`[IndexingPipeline] Differential indexing: cloned ${differentialPlan.unchangedPaths.size} unchanged files from ${differentialPlan.ancestorTag}`
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);
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}
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// ---- Stage 1: Crawl -------------------------------------------------
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||||
// Pass changedPaths as allowlist so crawl only fetches/returns changed files.
|
||||
const crawlAllowedPaths = differentialPlan ? differentialPlan.changedPaths : undefined;
|
||||
const crawlResult = await this.crawl(repo, versionTag, crawlAllowedPaths);
|
||||
|
||||
// Resolve trueref.json / context7.json configuration.
|
||||
// Prefer the pre-parsed config carried in the CrawlResult (set by
|
||||
@@ -137,7 +171,16 @@ export class IndexingPipeline {
|
||||
// Load all existing documents for this repo so computeDiff can
|
||||
// classify every crawled file and detect deletions.
|
||||
const existingDocs = this.getExistingDocuments(repo.id, normJob.versionId);
|
||||
const diff = computeDiff(filteredFiles, existingDocs);
|
||||
|
||||
// Exclude files that were cloned from the ancestor — they are not candidates
|
||||
// for deletion or re-processing (computeDiff must not see them in existingDocs).
|
||||
const clonedPaths = differentialPlan?.unchangedPaths ?? new Set<string>();
|
||||
const existingDocsForDiff =
|
||||
clonedPaths.size > 0
|
||||
? existingDocs.filter((d) => !clonedPaths.has(d.filePath))
|
||||
: existingDocs;
|
||||
|
||||
const diff = computeDiff(filteredFiles, existingDocsForDiff);
|
||||
|
||||
// Accumulate new documents/snippets; skip unchanged files.
|
||||
const newDocuments: NewDocument[] = [];
|
||||
@@ -146,11 +189,11 @@ export class IndexingPipeline {
|
||||
|
||||
// Schedule stale documents (modified + deleted) for deletion.
|
||||
for (const file of diff.modified) {
|
||||
const existing = existingDocs.find((d) => d.filePath === file.path);
|
||||
const existing = existingDocsForDiff.find((d) => d.filePath === file.path);
|
||||
if (existing) changedDocIds.push(existing.id);
|
||||
}
|
||||
for (const filePath of diff.deleted) {
|
||||
const existing = existingDocs.find((d) => d.filePath === filePath);
|
||||
const existing = existingDocsForDiff.find((d) => d.filePath === filePath);
|
||||
if (existing) changedDocIds.push(existing.id);
|
||||
}
|
||||
|
||||
@@ -316,7 +359,7 @@ export class IndexingPipeline {
|
||||
// Private — crawl
|
||||
// -------------------------------------------------------------------------
|
||||
|
||||
private async crawl(repo: Repository, ref?: string): Promise<{
|
||||
private async crawl(repo: Repository, ref?: string, allowedPaths?: Set<string>): Promise<{
|
||||
files: Array<{ path: string; content: string; sha: string; size: number; language: string }>;
|
||||
totalFiles: number;
|
||||
/** Pre-parsed trueref.json / context7.json, or undefined when absent. */
|
||||
@@ -339,7 +382,12 @@ export class IndexingPipeline {
|
||||
token: repo.githubToken ?? undefined
|
||||
});
|
||||
|
||||
return { files: result.files, totalFiles: result.totalFiles };
|
||||
// Apply allowedPaths filter for differential indexing.
|
||||
const githubFinalFiles =
|
||||
allowedPaths && allowedPaths.size > 0
|
||||
? result.files.filter((f) => allowedPaths.has(f.path))
|
||||
: result.files;
|
||||
return { files: githubFinalFiles, totalFiles: result.totalFiles };
|
||||
} else {
|
||||
// Local filesystem crawl.
|
||||
const result = await this.localCrawler.crawl({
|
||||
@@ -347,7 +395,12 @@ export class IndexingPipeline {
|
||||
ref: ref ?? (repo.branch !== 'main' ? (repo.branch ?? undefined) : undefined)
|
||||
});
|
||||
|
||||
return { files: result.files, totalFiles: result.totalFiles, config: result.config };
|
||||
// Apply allowedPaths filter for differential indexing.
|
||||
const localFinalFiles =
|
||||
allowedPaths && allowedPaths.size > 0
|
||||
? result.files.filter((f) => allowedPaths.has(f.path))
|
||||
: result.files;
|
||||
return { files: localFinalFiles, totalFiles: result.totalFiles, config: result.config };
|
||||
}
|
||||
}
|
||||
|
||||
@@ -358,6 +411,146 @@ export class IndexingPipeline {
|
||||
return row?.tag;
|
||||
}
|
||||
|
||||
// -------------------------------------------------------------------------
|
||||
// Private — differential clone (TRUEREF-0021)
|
||||
// -------------------------------------------------------------------------
|
||||
|
||||
/**
|
||||
* Clone documents, snippets, and embeddings from an ancestor version into
|
||||
* the target version for all unchanged file paths.
|
||||
*
|
||||
* Runs in a single SQLite transaction for atomicity.
|
||||
*/
|
||||
private cloneFromAncestor(
|
||||
ancestorVersionId: string,
|
||||
targetVersionId: string,
|
||||
repositoryId: string,
|
||||
unchangedPaths: Set<string>
|
||||
): void {
|
||||
this.db.transaction(() => {
|
||||
const pathList = [...unchangedPaths];
|
||||
const placeholders = pathList.map(() => '?').join(',');
|
||||
const ancestorDocs = this.db
|
||||
.prepare(
|
||||
`SELECT * FROM documents WHERE version_id = ? AND file_path IN (${placeholders})`
|
||||
)
|
||||
.all(ancestorVersionId, ...pathList) as Array<{
|
||||
id: string;
|
||||
repository_id: string;
|
||||
file_path: string;
|
||||
title: string | null;
|
||||
language: string | null;
|
||||
token_count: number;
|
||||
checksum: string;
|
||||
indexed_at: number;
|
||||
}>;
|
||||
|
||||
const docIdMap = new Map<string, string>();
|
||||
const nowEpoch = Math.floor(Date.now() / 1000);
|
||||
|
||||
for (const doc of ancestorDocs) {
|
||||
const newDocId = randomUUID();
|
||||
docIdMap.set(doc.id, newDocId);
|
||||
this.db
|
||||
.prepare(
|
||||
`INSERT INTO documents (id, repository_id, version_id, file_path, title, language, token_count, checksum, indexed_at)
|
||||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`
|
||||
)
|
||||
.run(
|
||||
newDocId,
|
||||
repositoryId,
|
||||
targetVersionId,
|
||||
doc.file_path,
|
||||
doc.title,
|
||||
doc.language,
|
||||
doc.token_count,
|
||||
doc.checksum,
|
||||
nowEpoch
|
||||
);
|
||||
}
|
||||
|
||||
if (docIdMap.size === 0) return;
|
||||
|
||||
const oldDocIds = [...docIdMap.keys()];
|
||||
const snippetPlaceholders = oldDocIds.map(() => '?').join(',');
|
||||
const ancestorSnippets = this.db
|
||||
.prepare(
|
||||
`SELECT * FROM snippets WHERE document_id IN (${snippetPlaceholders})`
|
||||
)
|
||||
.all(...oldDocIds) as Array<{
|
||||
id: string;
|
||||
document_id: string;
|
||||
repository_id: string;
|
||||
version_id: string | null;
|
||||
type: string;
|
||||
title: string | null;
|
||||
content: string;
|
||||
language: string | null;
|
||||
breadcrumb: string | null;
|
||||
token_count: number;
|
||||
created_at: number;
|
||||
}>;
|
||||
|
||||
const snippetIdMap = new Map<string, string>();
|
||||
for (const snippet of ancestorSnippets) {
|
||||
const newSnippetId = randomUUID();
|
||||
snippetIdMap.set(snippet.id, newSnippetId);
|
||||
const newDocId = docIdMap.get(snippet.document_id)!;
|
||||
this.db
|
||||
.prepare(
|
||||
`INSERT INTO snippets (id, document_id, repository_id, version_id, type, title, content, language, breadcrumb, token_count, created_at)
|
||||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`
|
||||
)
|
||||
.run(
|
||||
newSnippetId,
|
||||
newDocId,
|
||||
repositoryId,
|
||||
targetVersionId,
|
||||
snippet.type,
|
||||
snippet.title,
|
||||
snippet.content,
|
||||
snippet.language,
|
||||
snippet.breadcrumb,
|
||||
snippet.token_count,
|
||||
snippet.created_at
|
||||
);
|
||||
}
|
||||
|
||||
if (snippetIdMap.size > 0) {
|
||||
const oldSnippetIds = [...snippetIdMap.keys()];
|
||||
const embPlaceholders = oldSnippetIds.map(() => '?').join(',');
|
||||
const ancestorEmbeddings = this.db
|
||||
.prepare(
|
||||
`SELECT * FROM snippet_embeddings WHERE snippet_id IN (${embPlaceholders})`
|
||||
)
|
||||
.all(...oldSnippetIds) as Array<{
|
||||
snippet_id: string;
|
||||
profile_id: string;
|
||||
model: string;
|
||||
dimensions: number;
|
||||
embedding: Buffer;
|
||||
created_at: number;
|
||||
}>;
|
||||
for (const emb of ancestorEmbeddings) {
|
||||
const newSnippetId = snippetIdMap.get(emb.snippet_id)!;
|
||||
this.db
|
||||
.prepare(
|
||||
`INSERT INTO snippet_embeddings (snippet_id, profile_id, model, dimensions, embedding, created_at)
|
||||
VALUES (?, ?, ?, ?, ?, ?)`
|
||||
)
|
||||
.run(
|
||||
newSnippetId,
|
||||
emb.profile_id,
|
||||
emb.model,
|
||||
emb.dimensions,
|
||||
emb.embedding,
|
||||
emb.created_at
|
||||
);
|
||||
}
|
||||
}
|
||||
})();
|
||||
}
|
||||
|
||||
// -------------------------------------------------------------------------
|
||||
// Private — atomic snippet replacement
|
||||
// -------------------------------------------------------------------------
|
||||
|
||||
Reference in New Issue
Block a user