mirror of
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* refactor(connectors): split KtxDialect into core and KtxSqlDialect Separate the dialect contract into a driver-agnostic core (display/ref formatting and type mapping) and a SQL-only extension (query generators). The catalog and entity-details paths resolve the core dialect for any snapshot driver, so it must stay free of SQL generation; this is the prerequisite refactor for adding non-SQL primary sources. - KtxDialect keeps type, formatDisplayRef, parseDisplayRef, columnDisplayTablePartCount, mapDataType, mapToDimensionType - KtxSqlDialect extends it with quoteIdentifier, formatTableName, and the query/sample/statistics generators; the 7 SQL dialects implement it - add getSqlDialectForDriver for SQL drivers; the 7 connectors and the relationship-benchmark harness consume it - thread the relationship pipeline (profiling/validation/composite/ discovery) as KtxSqlDialect | null so a non-SQL source skips coverage SQL and its candidates stay in review; local-enrichment builds the SQL dialect only when the connector advertises readOnlySql Pure extraction: no behavior change for the existing 7 drivers. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(connectors): add MongoDB connector for issue #305 Add a read-only MongoDB connector that treats a database as a primary context source: collections map to tables and inferred top-level fields to columns. MongoDB is the first non-SQL source (readOnlySql: false), so ktx sql and metric compilation do not apply, but its collections flow through ingest, descriptions, and relationship discovery. - schema-inference: infer a flat column schema from the most recent sample_size documents (by _id desc, or order_by for non-ObjectId keys). Union BSON types per field, mark multi-type fields mixed (string), keep sub-documents/arrays as a single opaque json column, derive nullability from presence, treat _id as the primary key - connector: KtxMongoDbScanConnector behind an injectable client seam; strictly read-only (find/listCollections/estimatedDocumentCount only), no executeReadOnly; resolves env:/file: via resolveKtxConfigReference - core-only KtxMongoDbDialect and a live-database introspection adapter - wire the mongodb driver: driver union, dialect registry, driver registration (scopeConfigKey databases), mongodbConnectionSchema, connection-drivers, normalizeDriver, the live-database route, and the ktx setup picker. ktx sql is refused by the read-only SQL capability gate - tests: schema inference, connector snapshot via a fake client, dialect, driver-schema parsing, and the ktx sql rejection Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs(integrations): document the MongoDB primary source Add a MongoDB section to the primary-sources reference: connection config (url, databases, enabled_tables, sample_size, order_by), mongodb+srv/TLS/ Atlas notes, the schema-inference explainer, a features matrix, and the non-SQL caveat. Update the frontmatter and connection field reference. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(connectors): address review blockers on the MongoDB connector - introspect: skip estimatedDocumentCount for views. The count command is rejected on a MongoDB view (CommandNotSupportedOnView), so counting a view aborted introspect for the whole connection; compute estimatedRows only for real collections, as ClickHouse does. - sl: refuse a semantic-layer query against a non-SQL connection instead of defaulting it to the Postgres dialect. compileLocalSlQuery (the shared CLI + MCP path) now rejects a driver with no SQL dialect via the new isSqlQueryableDriver authority, keeping MongoDB context-only per issue #305. - tests: cover input.tableScope and the empty-scope skip for the Mongo connector (the scan layer does not post-filter), the view no-count path, and the ktx sl query refusal for a mongodb connection. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * polish(mongodb): compute sampled nullCount and document sampling caveats Address the non-blocking review notes: - sampleColumn now counts null/absent values over the sampled window instead of returning nullCount: null, since the documents are already in hand - warn that a custom order_by must be indexed (an unindexed sort hits MongoDB's in-memory sort limit on large collections) in the connection schema and docs - note that sampled values for nested fields are stringified, not faithfully serialized, so the json opacity is deliberate Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs(examples): add a MongoDB connector example A manual, container-backed example mirroring examples/postgres-historic: - docker-compose.yml + init/seed.js seed a representative dataset (nested documents, arrays, a Decimal128, a mixed-type field, a nullable field, an ObjectId reference, and a view) on first container start - scripts/smoke.sh + introspect-smoke.mjs assert the connector's inferred schema with no LLM credentials — the same introspection entry point ktx ingest's database-schema stage uses, including the view-no-count path - README.md documents the smoke and a full keyless ktx ingest run (claude-code LLM + managed sentence-transformers embeddings) Works with Docker Compose or podman compose. Verified end to end. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore: ignore examples/** in knip to fix dead-code false positives The MongoDB connector example files (examples/mongodb/init/seed.js and examples/mongodb/scripts/introspect-smoke.mjs) are used at runtime but were flagged as unused by knip. Add examples/** to the ignore array, matching the existing .context/** entry. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_0114qQV8fJ5a5ME3XbMVRzbL * fix(mongodb): refuse non-SQL connections before SQL analysis `ktx sql` and the MCP sql_execution tool resolved a SQL-analysis dialect (falling back to Postgres for a non-SQL driver) and ran read-only validation before the connector capability gate refused the connection. For a MongoDB connection that spun up the parser/daemon and produced Postgres parser diagnostics instead of a clean non-SQL refusal. Route both entry points through a shared assertSqlQueryableConnection guard before dialect selection, mirroring compileLocalSlQuery. The federated duckdb path has no driver and is exempted at each call site. Add CLI and MCP regression tests asserting validation/connector work never starts for a MongoDB connection. * fix(mongodb): pass CI gates (dialect boundary, secrets, setup test) Three latent failures in the connector surfaced once CI ran on the branch: - connector.ts imported the concrete KtxMongoDbDialect, which the connector dialect-import boundary forbids. Route it through getDialectForDriver('mongodb') and widen inferKtxMongoCollectionColumns to the base KtxDialect (it only uses mapDataType/mapToDimensionType). - detect-secrets flagged a test ObjectId hex and the mongodb+srv example URL; annotate both with allowlist pragmas. - the "shows every supported database" setup test omitted the new MongoDB option. --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Co-authored-by: Luca Martial <48870843+luca-martial@users.noreply.github.com> Co-authored-by: Luca Martial <lucamrtl@gmail.com> Co-authored-by: Andrey Avtomonov <andreybavt@gmail.com>
This commit is contained in:
Pintouch
GitHub
parent
4f084186f1
commit
2afab61417
59 changed files with 1971 additions and 129 deletions
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@ -1,7 +1,7 @@
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import Database from 'better-sqlite3';
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import { join } from 'node:path';
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import { describe, expect, it } from 'vitest';
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import { getDialectForDriver } from '../../../src/context/connections/dialects.js';
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import { getSqlDialectForDriver } from '../../../src/context/connections/dialects.js';
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import { snapshotToKtxEnrichedSchema } from '../../../src/context/scan/local-enrichment.js';
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import { loadKtxRelationshipBenchmarkFixture, maskKtxRelationshipBenchmarkSnapshot } from '../../../src/context/scan/relationship-benchmarks.js';
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import { discoverKtxCompositeRelationships } from '../../../src/context/scan/relationship-composite-candidates.js';
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@ -42,7 +42,8 @@ describe('composite relationship discovery detector', () => {
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const executor = new TestSqliteExecutor(fixture.dataPath ?? '');
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const profiles = await profileKtxRelationshipSchema({
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connectionId: snapshot.connectionId,
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dialect: getDialectForDriver(snapshot.driver),
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driver: snapshot.driver,
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dialect: getSqlDialectForDriver(snapshot.driver),
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schema,
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executor,
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ctx: { runId: 'test:composite-profile' },
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@ -50,7 +51,7 @@ describe('composite relationship discovery detector', () => {
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const result = await discoverKtxCompositeRelationships({
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connectionId: snapshot.connectionId,
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dialect: getDialectForDriver(snapshot.driver),
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dialect: getSqlDialectForDriver(snapshot.driver),
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schema,
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profiles,
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executor,
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@ -1,7 +1,7 @@
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import Database from 'better-sqlite3';
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import { afterEach, describe, expect, it, vi } from 'vitest';
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import type { KtxLlmRuntimePort } from '../../../src/context/llm/runtime-port.js';
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import { getDialectForDriver } from '../../../src/context/connections/dialects.js';
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import { getSqlDialectForDriver } from '../../../src/context/connections/dialects.js';
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import { buildDefaultKtxProjectConfig } from '../../../src/context/project/config.js';
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import { snapshotToKtxEnrichedSchema } from '../../../src/context/scan/local-enrichment.js';
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import {
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@ -311,7 +311,7 @@ describe('production relationship discovery', () => {
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: connector(executor),
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schema: snapshotToKtxEnrichedSchema(snapshot()),
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context: { runId: 'relationship-run-1' },
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@ -350,7 +350,7 @@ describe('production relationship discovery', () => {
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const schema = naturalKeySnapshot();
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: {
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...connector(executor),
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introspect: async () => schema,
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@ -400,7 +400,7 @@ describe('production relationship discovery', () => {
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: {
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...connector(executor),
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introspect: async () => sourceSnapshot,
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@ -433,7 +433,7 @@ describe('production relationship discovery', () => {
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it('keeps candidates review-only when read-only SQL is unavailable', async () => {
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: connector(null),
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schema: snapshotToKtxEnrichedSchema(snapshot()),
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context: { runId: 'relationship-run-no-sql' },
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@ -459,7 +459,7 @@ describe('production relationship discovery', () => {
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const sourceSnapshot = declaredForeignKeySnapshot();
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: connector(null),
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schema: snapshotToKtxEnrichedSchema(sourceSnapshot),
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context: { runId: 'formal-metadata-no-sql' },
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@ -506,7 +506,7 @@ describe('production relationship discovery', () => {
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: connector(executor),
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schema: snapshotToKtxEnrichedSchema(llmOnlyRelationshipSnapshot()),
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context: { runId: 'llm-relationship-orchestrator' },
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@ -546,7 +546,7 @@ describe('production relationship discovery', () => {
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: connector(executor),
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schema: snapshotToKtxEnrichedSchema(snapshot()),
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context: { runId: 'configured-thresholds' },
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@ -607,7 +607,7 @@ describe('production relationship discovery', () => {
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const result = await discoverKtxRelationships({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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connector: {
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...connector(executor),
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introspect: async () => richSnapshot,
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@ -663,7 +663,7 @@ describe('production relationship discovery', () => {
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const result = await discoverKtxRelationships({
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connectionId: maskedSnapshot.connectionId,
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dialect: getDialectForDriver(maskedSnapshot.driver),
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dialect: getSqlDialectForDriver(maskedSnapshot.driver),
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connector: testConnector,
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schema: snapshotToKtxEnrichedSchema(maskedSnapshot, new Map()),
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context: { runId: 'test:production-composite' },
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@ -2,7 +2,7 @@ import { readFile } from 'node:fs/promises';
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import { join } from 'node:path';
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import Database from 'better-sqlite3';
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import { afterEach, describe, expect, it, vi } from 'vitest';
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import { getDialectForDriver } from '../../../src/context/connections/dialects.js';
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import { getSqlDialectForDriver } from '../../../src/context/connections/dialects.js';
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import type { KtxEnrichedColumn, KtxEnrichedSchema, KtxEnrichedTable } from '../../../src/context/scan/enrichment-types.js';
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import { snapshotToKtxEnrichedSchema } from '../../../src/context/scan/local-enrichment.js';
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import { loadKtxRelationshipBenchmarkFixture, maskKtxRelationshipBenchmarkSnapshot } from '../../../src/context/scan/relationship-benchmarks.js';
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@ -121,7 +121,8 @@ describe('relationship profiling', () => {
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const result = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: schema([
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table('accounts', [
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column('accounts', 'id', { primaryKey: false, nullable: false }),
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@ -183,7 +184,8 @@ describe('relationship profiling', () => {
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const result = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: schema([
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table('accounts', [
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column('accounts', 'id', { nullable: false }),
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@ -226,7 +228,8 @@ describe('relationship profiling', () => {
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const profiles = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: schema([
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table('accounts', [
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column('accounts', 'id', { nullable: false }),
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@ -277,7 +280,8 @@ describe('relationship profiling', () => {
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const first = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: relationshipSchema,
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executor,
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ctx: { runId: 'profile-cache-run' },
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@ -285,7 +289,8 @@ describe('relationship profiling', () => {
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});
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const second = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: relationshipSchema,
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executor,
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ctx: { runId: 'profile-cache-run' },
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@ -293,7 +298,8 @@ describe('relationship profiling', () => {
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});
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const third = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: relationshipSchema,
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executor,
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ctx: { runId: 'profile-cache-fresh-run' },
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@ -322,7 +328,8 @@ describe('relationship profiling', () => {
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try {
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const result = await profileKtxRelationshipSchema({
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connectionId: fixture.snapshot.connectionId,
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dialect: getDialectForDriver(fixture.snapshot.driver),
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driver: fixture.snapshot.driver,
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dialect: getSqlDialectForDriver(fixture.snapshot.driver),
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schema: snapshotToKtxEnrichedSchema(maskedSnapshot, new Map()),
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executor: scaleExecutor,
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ctx: { runId: 'scale-stress-profile-query-count' },
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await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: schemaWithTables(['accounts', 'orders', 'payments', 'refunds']),
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executor,
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ctx: { runId: 'profile-concurrency' },
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const result = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: schemaWithTables(['accounts', 'orders']),
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executor,
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ctx: { runId: 'profile-error-isolated' },
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@ -1,6 +1,6 @@
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import Database from 'better-sqlite3';
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import { afterEach, describe, expect, it } from 'vitest';
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import { getDialectForDriver } from '../../../src/context/connections/dialects.js';
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import { getSqlDialectForDriver } from '../../../src/context/connections/dialects.js';
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import type { KtxEnrichedColumn, KtxEnrichedSchema, KtxEnrichedTable } from '../../../src/context/scan/enrichment-types.js';
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import { generateKtxRelationshipDiscoveryCandidates } from '../../../src/context/scan/relationship-candidates.js';
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import type { KtxRelationshipProfileArtifact } from '../../../src/context/scan/relationship-profiling.js';
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const testSchema = schema();
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const profiles = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: testSchema,
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executor,
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ctx: { runId: 'validate-test' },
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const validated = await validateKtxRelationshipDiscoveryCandidates({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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candidates,
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profiles,
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executor,
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const testSchema = schema();
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const profiles = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: testSchema,
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executor,
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ctx: { runId: 'validate-test' },
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@ -162,7 +164,7 @@ describe('relationship validation', () => {
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const validated = await validateKtxRelationshipDiscoveryCandidates({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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candidates,
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profiles,
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executor,
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const testSchema = schema();
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const profiles = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: testSchema,
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executor,
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ctx: { runId: 'validate-budget-profile' },
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@ -214,7 +217,7 @@ describe('relationship validation', () => {
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const validated = await validateKtxRelationshipDiscoveryCandidates({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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dialect: getSqlDialectForDriver('sqlite'),
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candidates,
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profiles,
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executor,
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@ -256,7 +259,8 @@ describe('relationship validation', () => {
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]);
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const profiles = await profileKtxRelationshipSchema({
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connectionId: 'warehouse',
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dialect: getDialectForDriver('sqlite'),
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driver: 'sqlite',
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dialect: getSqlDialectForDriver('sqlite'),
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schema: testSchema,
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executor,
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ctx: { runId: 'validate-zero-budget-profile' },
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@ -266,7 +270,7 @@ describe('relationship validation', () => {
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const validated = await validateKtxRelationshipDiscoveryCandidates({
|
||||
connectionId: 'warehouse',
|
||||
dialect: getDialectForDriver('sqlite'),
|
||||
dialect: getSqlDialectForDriver('sqlite'),
|
||||
candidates,
|
||||
profiles,
|
||||
executor,
|
||||
|
|
@ -303,7 +307,8 @@ describe('relationship validation', () => {
|
|||
]);
|
||||
const profiles = await profileKtxRelationshipSchema({
|
||||
connectionId: 'warehouse',
|
||||
dialect: getDialectForDriver('sqlite'),
|
||||
driver: 'sqlite',
|
||||
dialect: getSqlDialectForDriver('sqlite'),
|
||||
schema: testSchema,
|
||||
executor,
|
||||
ctx: { runId: 'llm-rejected-validation' },
|
||||
|
|
@ -332,7 +337,7 @@ describe('relationship validation', () => {
|
|||
|
||||
const [validated] = await validateKtxRelationshipDiscoveryCandidates({
|
||||
connectionId: 'warehouse',
|
||||
dialect: getDialectForDriver('sqlite'),
|
||||
dialect: getSqlDialectForDriver('sqlite'),
|
||||
candidates: [llmCandidate],
|
||||
profiles,
|
||||
executor,
|
||||
|
|
@ -377,7 +382,8 @@ describe('relationship validation', () => {
|
|||
]);
|
||||
const profiles = await profileKtxRelationshipSchema({
|
||||
connectionId: 'warehouse',
|
||||
dialect: getDialectForDriver('sqlite'),
|
||||
driver: 'sqlite',
|
||||
dialect: getSqlDialectForDriver('sqlite'),
|
||||
schema: testSchema,
|
||||
executor,
|
||||
ctx: { runId: 'validation-concurrency-profile' },
|
||||
|
|
@ -386,7 +392,7 @@ describe('relationship validation', () => {
|
|||
|
||||
await validateKtxRelationshipDiscoveryCandidates({
|
||||
connectionId: 'warehouse',
|
||||
dialect: getDialectForDriver('sqlite'),
|
||||
dialect: getSqlDialectForDriver('sqlite'),
|
||||
candidates,
|
||||
profiles,
|
||||
executor: throttled,
|
||||
|
|
@ -478,7 +484,7 @@ describe('relationship validation', () => {
|
|||
|
||||
const [validated] = await validateKtxRelationshipDiscoveryCandidates({
|
||||
connectionId: 'warehouse',
|
||||
dialect: getDialectForDriver('sqlite'),
|
||||
dialect: getSqlDialectForDriver('sqlite'),
|
||||
candidates: [candidate],
|
||||
profiles,
|
||||
executor,
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue