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feat(setup): add Claude Desktop target and MCP-first agent setup (#114)
* feat(setup): add Claude Desktop target and MCP-first agent setup Adds `ktx mcp stdio` and a `claude-desktop` setup target that generates a local plugin ZIP wiring the analytics skill and a stdio MCP config. Replaces the CLI-only agent install mode with MCP+analytics (default) and an optional admin CLI skill, renames the research skill to analytics, and lets interactive setup pick project vs global scope when every target supports it. Extracts a shared MCP server factory used by both HTTP and stdio entrypoints. * Add MCP agent client setup support * Polish setup output formatting * Add MCP tool polish design spec Design for slimming the MCP-registered surface from 25 to 11 tools, introducing memory_ingest, applying the per-tool polish kit (annotations, outputSchema, .describe(), in-band error wrapping, union-drift fixes, type-narrowed jsonToolResult), emitting progress notifications on sql_execution + sl_query, and refining the ktx-analytics SKILL.md to match. * Refine MCP tool polish design spec after adversarial review iteration 1 * Refine MCP tool polish design spec after adversarial review iteration 2 * Refine MCP tool polish design spec after adversarial review iteration 3 * refactor(context): rename memory capture service to ingest * feat(mcp): slim research tool surface * refactor(mcp): remove admin ports from server factory * refactor(cli): rename text ingest memory port * docs: update analytics skill for memory ingest * chore: verify mcp surface rename * Add MCP tool polish v1 surface change plan * feat(context): polish mcp tool metadata * fix(context): enforce resolved semantic layer compute sources * feat(context): emit mcp query progress stages * fix(context): keep mcp progress event internal * Add MCP tool polish v1 metadata & progress plan * Fix CI snapshot and docs checks
This commit is contained in:
Andrey Avtomonov
GitHub
parent
a72fca2b32
commit
e6d578c03f
50 changed files with 8092 additions and 3143 deletions
1615
packages/context/src/mcp/__snapshots__/mcp-tools-list.json
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1615
packages/context/src/mcp/__snapshots__/mcp-tools-list.json
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@ -8,29 +8,18 @@ export type {
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KtxDiscoverDataMcpPort,
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KtxDictionarySearchMcpPort,
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KtxEntityDetailsMcpPort,
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KtxIngestDiffSummary,
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KtxIngestMcpPort,
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KtxIngestStatusResponse,
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KtxIngestTriggerKind,
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KtxIngestTriggerResponse,
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KtxIngestWorkUnitSummary,
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KtxKnowledgeMcpPort,
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KtxKnowledgePage,
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KtxKnowledgeSearchResponse,
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KtxKnowledgeSearchResult,
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KtxKnowledgeWriteResponse,
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KtxMcpContextPorts,
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KtxMcpServerDeps,
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KtxMcpServerLike,
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KtxMcpTextContent,
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KtxMcpToolResult,
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KtxMcpUserContext,
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KtxSemanticLayerListResponse,
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KtxSemanticLayerMcpPort,
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KtxSemanticLayerQueryResponse,
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KtxSemanticLayerReadResponse,
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KtxSemanticLayerSourceSummary,
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KtxSemanticLayerValidationResponse,
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KtxSemanticLayerWriteResponse,
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MemoryCapturePort,
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MemoryIngestPort,
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} from './types.js';
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@ -1,65 +1,19 @@
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import YAML from 'yaml';
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import {
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type KtxSqlQueryExecutorPort,
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localConnectionInfoFromConfig,
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localConnectionTypeForConfig,
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} from '../connections/index.js';
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import { type KtxSqlQueryExecutorPort, localConnectionInfoFromConfig } from '../connections/index.js';
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import type { KtxEmbeddingPort } from '../core/index.js';
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import type { KtxSemanticLayerComputePort } from '../daemon/index.js';
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import {
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createDefaultLocalIngestAdapters,
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getLocalIngestStatus,
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type IngestReportSnapshot,
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ingestReportToMemoryFlowReplay,
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type LocalIngestMcpOptions,
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runLocalIngest,
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runLocalMetabaseIngest,
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} from '../ingest/index.js';
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import { createLocalKtxEmbeddingProviderFromConfig, KtxIngestEmbeddingPortAdapter } from '../llm/index.js';
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import type { KtxLocalProject } from '../project/index.js';
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import {
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createKtxEntityDetailsService,
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getLocalScanReport,
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getLocalScanStatus,
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type KtxConnectionDriver,
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type KtxScanConnector,
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type KtxScanReport,
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type LocalScanMcpOptions,
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runLocalScan,
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} from '../scan/index.js';
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import { createKtxEntityDetailsService, type KtxScanConnector, type LocalScanMcpOptions } from '../scan/index.js';
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import { createKtxDiscoverDataService } from '../search/index.js';
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import type { SqlAnalysisDialect, SqlAnalysisPort } from '../sql-analysis/index.js';
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import {
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compileLocalSlQuery,
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createKtxDictionarySearchService,
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type LocalSlSourceSearchResult,
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type LocalSlSourceSummary,
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listLocalSlSources,
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searchLocalSlSources,
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sourceDefinitionSchema,
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sourceOverlaySchema,
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} from '../sl/index.js';
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import { readLocalKnowledgePage, searchLocalKnowledgePages, writeLocalKnowledgePage } from '../wiki/local-knowledge.js';
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import type {
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KtxConnectionTestResponse,
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KtxIngestStatusResponse,
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KtxMcpContextPorts,
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KtxScanArtifactListResponse,
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KtxScanArtifactReadResponse,
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KtxScanArtifactSummary,
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KtxScanArtifactType,
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KtxSqlExecutionResponse,
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} from './types.js';
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const LOCAL_AUTHOR = 'ktx';
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const LOCAL_AUTHOR_EMAIL = 'ktx@example.com';
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const SL_SHAPE_WARNING = 'Local stdio validation checks YAML shape only; Python semantic validation is not configured.';
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import { compileLocalSlQuery, createKtxDictionarySearchService } from '../sl/index.js';
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import { readLocalKnowledgePage, searchLocalKnowledgePages } from '../wiki/local-knowledge.js';
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import type { KtxMcpContextPorts, KtxMcpProgressCallback, KtxSqlExecutionResponse } from './types.js';
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interface CreateLocalProjectMcpContextPortsOptions {
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semanticLayerCompute?: KtxSemanticLayerComputePort;
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queryExecutor?: KtxSqlQueryExecutorPort;
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sqlAnalysis?: SqlAnalysisPort;
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localIngest?: LocalIngestMcpOptions;
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localScan?: LocalScanMcpOptions;
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embeddingService?: KtxEmbeddingPort | null;
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}
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@ -115,284 +69,23 @@ function assertSafeSourceName(sourceName: string): string {
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return assertSafePathToken('semantic-layer source name', sourceName);
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}
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function normalizeScanDriver(driver: string | undefined): KtxConnectionDriver {
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const normalized = (driver ?? '').toLowerCase();
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if (
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normalized === 'postgres' ||
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normalized === 'postgresql' ||
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normalized === 'sqlite' ||
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normalized === 'sqlite3' ||
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normalized === 'mysql' ||
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normalized === 'clickhouse' ||
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normalized === 'sqlserver' ||
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normalized === 'bigquery' ||
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normalized === 'snowflake'
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) {
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return normalized === 'sqlite3' ? 'sqlite' : normalized;
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}
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return 'postgres';
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}
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async function cleanupConnector(connector: KtxScanConnector | null): Promise<void> {
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if (connector?.cleanup) {
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await connector.cleanup();
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}
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}
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async function testLocalConnection(
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project: KtxLocalProject,
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options: CreateLocalProjectMcpContextPortsOptions,
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connectionId: string,
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): Promise<KtxConnectionTestResponse | null> {
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const safeConnectionId = assertSafeConnectionId(connectionId);
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const connection = project.config.connections[safeConnectionId];
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if (!connection) {
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return null;
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}
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const connectionType = localConnectionTypeForConfig(safeConnectionId, connection);
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const createConnector = options.localScan?.createConnector;
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if (!createConnector) {
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return {
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id: safeConnectionId,
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connectionType,
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ok: true,
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tableCount: null,
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message: 'Connection is configured; no native scan connector is available for live testing.',
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warnings: ['ktx serve was not configured with a local scan connector factory.'],
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};
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}
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let connector: KtxScanConnector | null = null;
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try {
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connector = await createConnector(safeConnectionId);
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const snapshot = await connector.introspect(
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{
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connectionId: safeConnectionId,
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driver: normalizeScanDriver(connection.driver),
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mode: 'structural',
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dryRun: true,
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detectRelationships: false,
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},
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{ runId: `connection-test-${safeConnectionId}` },
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);
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return {
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id: safeConnectionId,
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connectionType,
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ok: true,
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tableCount: snapshot.tables.length,
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message: 'Connection test passed.',
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warnings: [],
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};
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} catch (error) {
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return {
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id: safeConnectionId,
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connectionType,
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ok: false,
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tableCount: null,
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message: error instanceof Error ? error.message : String(error),
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warnings: [],
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};
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} finally {
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await cleanupConnector(connector);
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}
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}
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function scanArtifactType(path: string, report: KtxScanReport): KtxScanArtifactType {
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if (path === report.artifactPaths.reportPath) {
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return 'report';
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}
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if (report.artifactPaths.manifestShards.includes(path)) {
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return 'manifest_shard';
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}
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if (report.artifactPaths.enrichmentArtifacts.includes(path)) {
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return 'enrichment_artifact';
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}
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return 'raw_source';
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}
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async function artifactSize(project: KtxLocalProject, path: string): Promise<number | undefined> {
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try {
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const result = await project.fileStore.readFile(path);
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return typeof result.size === 'number' ? result.size : undefined;
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} catch {
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return undefined;
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}
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}
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async function listArtifactsForReport(
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project: KtxLocalProject,
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runId: string,
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report: KtxScanReport,
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): Promise<KtxScanArtifactListResponse> {
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const paths = new Set<string>();
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if (report.artifactPaths.rawSourcesDir) {
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const listed = await project.fileStore.listFiles(report.artifactPaths.rawSourcesDir);
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for (const file of listed.files) {
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paths.add(file);
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}
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}
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if (report.artifactPaths.reportPath) {
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paths.add(report.artifactPaths.reportPath);
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}
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for (const path of report.artifactPaths.manifestShards) {
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paths.add(path);
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}
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for (const path of report.artifactPaths.enrichmentArtifacts) {
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paths.add(path);
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}
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const artifacts: KtxScanArtifactSummary[] = [];
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for (const path of [...paths].sort()) {
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const size = await artifactSize(project, path);
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artifacts.push({
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path,
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type: scanArtifactType(path, report),
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...(size === undefined ? {} : { size }),
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});
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}
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return { runId, artifacts };
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}
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async function readScanArtifact(
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project: KtxLocalProject,
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runId: string,
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path: string,
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): Promise<KtxScanArtifactReadResponse | null> {
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const report = await getLocalScanReport(project, runId);
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if (!report) {
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return null;
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}
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const listed = await listArtifactsForReport(project, runId, report);
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const artifact = listed.artifacts.find((candidate) => candidate.path === path);
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if (!artifact) {
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return null;
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}
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const result = await project.fileStore.readFile(path);
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return {
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runId,
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path,
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type: artifact.type,
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...(typeof result.size === 'number' ? { size: result.size } : {}),
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content: result.content,
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};
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}
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function slPath(connectionId: string, sourceName: string): string {
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return `semantic-layer/${assertSafeConnectionId(connectionId)}/${assertSafeSourceName(sourceName)}.yaml`;
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}
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function sourceNameFromPath(path: string): string {
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return (
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path
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.split('/')
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.at(-1)
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?.replace(/\.ya?ml$/, '') ?? path
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);
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}
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function isRecord(value: unknown): value is Record<string, unknown> {
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return typeof value === 'object' && value !== null && !Array.isArray(value);
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}
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function parseYamlRecord(raw: string): Record<string, unknown> {
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const parsed = YAML.parse(raw) as unknown;
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if (!isRecord(parsed)) {
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throw new Error('Semantic-layer source YAML must contain an object');
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}
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return parsed;
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}
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async function listSlPaths(project: KtxLocalProject, connectionId?: string): Promise<string[]> {
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const root = connectionId ? `semantic-layer/${assertSafeConnectionId(connectionId)}` : 'semantic-layer';
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const listed = await project.fileStore.listFiles(root);
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return listed.files.filter((file) => file.endsWith('.yaml') || file.endsWith('.yml')).sort();
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}
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async function loadComputableSources(
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project: KtxLocalProject,
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connectionId: string,
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): Promise<Record<string, unknown>[]> {
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const paths = await listSlPaths(project, connectionId);
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const sources: Record<string, unknown>[] = [];
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for (const path of paths) {
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const raw = await project.fileStore.readFile(path);
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const source = parseYamlRecord(raw.content);
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if (source.table || source.sql) {
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sources.push(source);
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}
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}
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return sources;
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}
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function validateSourceRecord(sourceName: string, source: Record<string, unknown>): string[] {
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const namedSource = { ...source, name: typeof source.name === 'string' ? source.name : sourceName };
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const definition = sourceDefinitionSchema.safeParse(namedSource);
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if (definition.success) {
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return [];
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}
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const overlay = sourceOverlaySchema.safeParse(namedSource);
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if (overlay.success) {
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return [];
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}
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return definition.error.issues.map((issue) => `${sourceName}: ${issue.path.join('.') || 'source'} ${issue.message}`);
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}
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function localIngestSourceDir(config: unknown): string | undefined {
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if (!isRecord(config) || config.sourceDir === undefined) {
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return undefined;
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}
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if (typeof config.sourceDir !== 'string' || config.sourceDir.trim().length === 0) {
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throw new Error('Local ingest config sourceDir must be a non-empty string when provided');
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}
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return config.sourceDir;
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}
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function rawFileCountFromIngestReport(report: IngestReportSnapshot): number {
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return new Set(report.body.workUnits.flatMap((workUnit) => workUnit.rawFiles)).size;
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}
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function hasSlSearchMetadata(
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source: LocalSlSourceSummary | LocalSlSourceSearchResult,
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): source is LocalSlSourceSearchResult {
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return 'score' in source;
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}
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function statusFromIngestReport(report: IngestReportSnapshot): KtxIngestStatusResponse {
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const failedWorkUnits = report.body.failedWorkUnits;
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return {
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runId: report.runId,
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jobId: report.jobId,
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reportId: report.id,
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status: failedWorkUnits.length > 0 ? 'error' : 'done',
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stage: 'done',
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progress: 1,
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errors: failedWorkUnits,
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done: true,
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adapter: report.sourceKey,
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connectionId: report.connectionId,
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sourceDir: null,
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syncId: report.body.syncId,
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startedAt: report.createdAt,
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completedAt: report.createdAt,
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previousRunId: null,
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diffSummary: report.body.diffSummary,
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workUnitCount: report.body.workUnits.length,
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rawFileCount: rawFileCountFromIngestReport(report),
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workUnits: report.body.workUnits.map((workUnit) => ({
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unitKey: workUnit.unitKey,
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rawFiles: [...workUnit.rawFiles],
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peerFileIndex: [],
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dependencyPaths: [],
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})),
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evictionDeletedRawPaths: [...report.body.evictionInputs],
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};
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}
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|
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async function executeValidatedReadOnlySql(
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project: KtxLocalProject,
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options: CreateLocalProjectMcpContextPortsOptions,
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input: { connectionId: string; sql: string; maxRows: number },
|
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onProgress?: KtxMcpProgressCallback,
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): Promise<KtxSqlExecutionResponse> {
|
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await onProgress?.({ progress: 0, message: 'Validating SQL' });
|
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const connectionId = assertSafeConnectionId(input.connectionId);
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const connection = project.config.connections[connectionId];
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if (!connection) {
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|
|
@ -416,6 +109,7 @@ async function executeValidatedReadOnlySql(
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if (!connector.capabilities.readOnlySql || !connector.executeReadOnly) {
|
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throw new Error(`Connection "${connectionId}" does not support read-only SQL execution.`);
|
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}
|
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await onProgress?.({ progress: 0.3, message: 'Executing' });
|
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const result = await connector.executeReadOnly(
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{
|
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connectionId,
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|
|
@ -424,12 +118,14 @@ async function executeValidatedReadOnlySql(
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},
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{ runId: 'mcp-sql-execution' },
|
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);
|
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return {
|
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const response = {
|
||||
headers: result.headers,
|
||||
...(result.headerTypes ? { headerTypes: result.headerTypes } : {}),
|
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rows: result.rows,
|
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rowCount: result.rowCount ?? result.rows.length,
|
||||
};
|
||||
await onProgress?.({ progress: 1, message: `Fetched ${response.rowCount} rows` });
|
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return response;
|
||||
} finally {
|
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await cleanupConnector(connector);
|
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}
|
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|
|
@ -453,9 +149,6 @@ export function createLocalProjectMcpContextPorts(
|
|||
)
|
||||
.sort((a, b) => a.id.localeCompare(b.id));
|
||||
},
|
||||
async test(input) {
|
||||
return testLocalConnection(project, options, input.connectionId);
|
||||
},
|
||||
},
|
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knowledge: {
|
||||
async search(input) {
|
||||
|
|
@ -495,58 +188,8 @@ export function createLocalProjectMcpContextPorts(
|
|||
}
|
||||
: null;
|
||||
},
|
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async write(input) {
|
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const existing = await readLocalKnowledgePage(project, {
|
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key: input.key,
|
||||
userId: input.userId,
|
||||
});
|
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await writeLocalKnowledgePage(project, {
|
||||
key: input.key,
|
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scope: 'GLOBAL',
|
||||
userId: input.userId,
|
||||
summary: input.summary,
|
||||
content: input.content,
|
||||
tags: input.tags,
|
||||
refs: input.refs,
|
||||
slRefs: input.slRefs,
|
||||
source: input.source,
|
||||
intent: input.intent,
|
||||
tables: input.tables,
|
||||
representativeSql: input.representativeSql,
|
||||
usage: input.usage,
|
||||
fingerprints: input.fingerprints,
|
||||
});
|
||||
return { success: true, key: input.key, action: existing ? 'updated' : 'created' };
|
||||
},
|
||||
},
|
||||
semanticLayer: {
|
||||
async listSources(input) {
|
||||
const listed: Array<LocalSlSourceSummary | LocalSlSourceSearchResult> = input.query
|
||||
? await searchLocalSlSources(project, {
|
||||
connectionId: input.connectionId,
|
||||
query: input.query,
|
||||
embeddingService,
|
||||
})
|
||||
: await listLocalSlSources(project, { connectionId: input.connectionId });
|
||||
const sources = listed.map((source) => ({
|
||||
connectionId: source.connectionId,
|
||||
connectionName: source.connectionId,
|
||||
name: source.name,
|
||||
description: source.description,
|
||||
columnCount: source.columnCount,
|
||||
measureCount: source.measureCount,
|
||||
joinCount: source.joinCount,
|
||||
...(hasSlSearchMetadata(source) && source.frequencyTier ? { frequencyTier: source.frequencyTier } : {}),
|
||||
...(hasSlSearchMetadata(source) && source.snippet ? { snippet: source.snippet } : {}),
|
||||
...(hasSlSearchMetadata(source) ? { score: source.score } : {}),
|
||||
...(hasSlSearchMetadata(source) && source.matchReasons ? { matchReasons: source.matchReasons } : {}),
|
||||
...(hasSlSearchMetadata(source) && source.dictionaryMatches
|
||||
? { dictionaryMatches: source.dictionaryMatches }
|
||||
: {}),
|
||||
...(hasSlSearchMetadata(source) && source.lanes ? { lanes: source.lanes } : {}),
|
||||
}));
|
||||
return { sources, totalSources: sources.length };
|
||||
},
|
||||
async readSource(input) {
|
||||
const path = slPath(input.connectionId, input.sourceName);
|
||||
try {
|
||||
|
|
@ -556,71 +199,9 @@ export function createLocalProjectMcpContextPorts(
|
|||
return null;
|
||||
}
|
||||
},
|
||||
async writeSource(input) {
|
||||
const path = slPath(input.connectionId, input.sourceName);
|
||||
if (input.delete) {
|
||||
const deleted = await project.fileStore.deleteFile(
|
||||
path,
|
||||
LOCAL_AUTHOR,
|
||||
LOCAL_AUTHOR_EMAIL,
|
||||
`Remove semantic-layer source: ${input.sourceName}`,
|
||||
);
|
||||
return { success: Boolean(deleted), sourceName: input.sourceName };
|
||||
}
|
||||
|
||||
const yaml =
|
||||
input.yaml ?? YAML.stringify({ ...input.source, name: input.sourceName }, { indent: 2, lineWidth: 0, version: '1.1' });
|
||||
parseYamlRecord(yaml);
|
||||
await project.fileStore.writeFile(
|
||||
path,
|
||||
`${yaml.trimEnd()}\n`,
|
||||
LOCAL_AUTHOR,
|
||||
LOCAL_AUTHOR_EMAIL,
|
||||
`Update semantic-layer source: ${input.sourceName}`,
|
||||
);
|
||||
return { success: true, sourceName: input.sourceName, yaml: `${yaml.trimEnd()}\n` };
|
||||
},
|
||||
async validate(input) {
|
||||
if (options.semanticLayerCompute) {
|
||||
const connectionId = assertSafeConnectionId(input.connectionId);
|
||||
const result = await options.semanticLayerCompute.validateSources({
|
||||
sources: await loadComputableSources(project, connectionId),
|
||||
dialect: dialectForDriver(project.config.connections[connectionId]?.driver),
|
||||
recentlyTouched: input.names,
|
||||
});
|
||||
return {
|
||||
success: result.valid,
|
||||
errors: result.errors,
|
||||
warnings: result.warnings,
|
||||
};
|
||||
}
|
||||
|
||||
const names = new Set(input.names ?? []);
|
||||
const paths = await listSlPaths(project, input.connectionId);
|
||||
const errors: string[] = [];
|
||||
for (const path of paths) {
|
||||
const sourceName = sourceNameFromPath(path);
|
||||
if (names.size > 0 && !names.has(sourceName)) {
|
||||
continue;
|
||||
}
|
||||
try {
|
||||
const raw = await project.fileStore.readFile(path);
|
||||
errors.push(...validateSourceRecord(sourceName, parseYamlRecord(raw.content)));
|
||||
} catch (error) {
|
||||
errors.push(`${sourceName}: ${error instanceof Error ? error.message : String(error)}`);
|
||||
}
|
||||
}
|
||||
return {
|
||||
success: errors.length === 0,
|
||||
errors,
|
||||
warnings: [SL_SHAPE_WARNING],
|
||||
};
|
||||
},
|
||||
async query(input) {
|
||||
async query(input, executionOptions) {
|
||||
if (!options.semanticLayerCompute) {
|
||||
throw new Error(
|
||||
'sl_query requires a semantic-layer query adapter. Local stdio MCP exposes file-backed SL CRUD only.',
|
||||
);
|
||||
throw new Error('sl_query requires a semantic-layer query adapter.');
|
||||
}
|
||||
return compileLocalSlQuery(project, {
|
||||
connectionId: input.connectionId,
|
||||
|
|
@ -629,6 +210,7 @@ export function createLocalProjectMcpContextPorts(
|
|||
execute: Boolean(options.queryExecutor),
|
||||
maxRows: input.query.limit,
|
||||
queryExecutor: options.queryExecutor,
|
||||
onProgress: executionOptions?.onProgress,
|
||||
});
|
||||
},
|
||||
},
|
||||
|
|
@ -651,114 +233,8 @@ export function createLocalProjectMcpContextPorts(
|
|||
|
||||
if (options.sqlAnalysis && options.localScan?.createConnector) {
|
||||
ports.sqlExecution = {
|
||||
async execute(input) {
|
||||
return executeValidatedReadOnlySql(project, options, input);
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
if (options.localIngest) {
|
||||
ports.ingest = {
|
||||
async trigger(input) {
|
||||
const sourceDir = localIngestSourceDir(input.config);
|
||||
if (input.adapter === 'metabase' && !sourceDir) {
|
||||
const result = await (options.localIngest?.runLocalMetabaseIngest ?? runLocalMetabaseIngest)({
|
||||
project,
|
||||
adapters: options.localIngest?.adapters ?? createDefaultLocalIngestAdapters(project),
|
||||
metabaseConnectionId: input.connectionId,
|
||||
trigger: input.trigger,
|
||||
jobIdFactory: options.localIngest?.jobIdFactory,
|
||||
pullConfigOptions: options.localIngest?.pullConfigOptions,
|
||||
agentRunner: options.localIngest?.agentRunner,
|
||||
llmProvider: options.localIngest?.llmProvider,
|
||||
memoryModel: options.localIngest?.memoryModel,
|
||||
semanticLayerCompute: options.localIngest?.semanticLayerCompute ?? options.semanticLayerCompute,
|
||||
queryExecutor: options.localIngest?.queryExecutor ?? options.queryExecutor,
|
||||
logger: options.localIngest?.logger,
|
||||
});
|
||||
return {
|
||||
runId: `metabase-fanout:${result.metabaseConnectionId}`,
|
||||
jobId: undefined,
|
||||
reportId: undefined,
|
||||
fanout: {
|
||||
status: result.status,
|
||||
children: result.children.map((child) => ({
|
||||
runId: child.report.runId,
|
||||
jobId: child.report.jobId,
|
||||
reportId: child.report.id,
|
||||
targetConnectionId: child.targetConnectionId,
|
||||
metabaseDatabaseId: child.metabaseDatabaseId,
|
||||
})),
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
const executeLocalIngest = options.localIngest?.runLocalIngest ?? runLocalIngest;
|
||||
const result = await executeLocalIngest({
|
||||
project,
|
||||
adapters: options.localIngest?.adapters ?? createDefaultLocalIngestAdapters(project),
|
||||
adapter: input.adapter,
|
||||
connectionId: input.connectionId,
|
||||
sourceDir,
|
||||
pullConfigOptions: options.localIngest?.pullConfigOptions,
|
||||
trigger: input.trigger,
|
||||
jobId: options.localIngest?.jobIdFactory?.(),
|
||||
agentRunner: options.localIngest?.agentRunner,
|
||||
llmProvider: options.localIngest?.llmProvider,
|
||||
memoryModel: options.localIngest?.memoryModel,
|
||||
semanticLayerCompute: options.localIngest?.semanticLayerCompute ?? options.semanticLayerCompute,
|
||||
queryExecutor: options.localIngest?.queryExecutor ?? options.queryExecutor,
|
||||
logger: options.localIngest?.logger,
|
||||
});
|
||||
return {
|
||||
runId: result.report.runId,
|
||||
jobId: result.report.jobId,
|
||||
reportId: result.report.id,
|
||||
};
|
||||
},
|
||||
async status(input) {
|
||||
const report = await getLocalIngestStatus(project, input.runId);
|
||||
return report ? statusFromIngestReport(report) : null;
|
||||
},
|
||||
async report(input) {
|
||||
return getLocalIngestStatus(project, input.runId);
|
||||
},
|
||||
async replay(input) {
|
||||
const report = await getLocalIngestStatus(project, input.runId);
|
||||
return report ? ingestReportToMemoryFlowReplay(report) : null;
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
if (options.localScan) {
|
||||
ports.scan = {
|
||||
async trigger(input) {
|
||||
return runLocalScan({
|
||||
project,
|
||||
connectionId: input.connectionId,
|
||||
mode: input.mode,
|
||||
detectRelationships: input.detectRelationships,
|
||||
dryRun: input.dryRun,
|
||||
trigger: 'mcp',
|
||||
adapters: options.localScan?.adapters,
|
||||
databaseIntrospectionUrl: options.localScan?.databaseIntrospectionUrl,
|
||||
createConnector: options.localScan?.createConnector,
|
||||
jobId: options.localScan?.jobIdFactory?.(),
|
||||
now: options.localScan?.now,
|
||||
});
|
||||
},
|
||||
async status(input) {
|
||||
return getLocalScanStatus(project, input.runId);
|
||||
},
|
||||
async report(input) {
|
||||
return getLocalScanReport(project, input.runId);
|
||||
},
|
||||
async listArtifacts(input) {
|
||||
const report = await getLocalScanReport(project, input.runId);
|
||||
return report ? listArtifactsForReport(project, input.runId, report) : null;
|
||||
},
|
||||
async readArtifact(input) {
|
||||
return readScanArtifact(project, input.runId, input.path);
|
||||
async execute(input, executionOptions) {
|
||||
return executeValidatedReadOnlySql(project, options, input, executionOptions?.onProgress);
|
||||
},
|
||||
};
|
||||
}
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load diff
|
|
@ -1,71 +1,8 @@
|
|||
import { randomUUID } from 'node:crypto';
|
||||
import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
|
||||
import { z } from 'zod';
|
||||
import type { MemoryAgentInput } from '../memory/index.js';
|
||||
import { jsonErrorToolResult, jsonToolResult, registerKtxContextTools } from './context-tools.js';
|
||||
import type { KtxMcpServerDeps, KtxMcpServerLike, MemoryCapturePort } from './types.js';
|
||||
|
||||
const memoryCaptureInputSchema = {
|
||||
userMessage: z.string().min(1).describe('The user message that may contain durable knowledge.'),
|
||||
assistantMessage: z.string().optional().describe('The assistant response that concluded the exchange.'),
|
||||
connectionId: z.string().min(1).optional().describe('Optional connection id for semantic-layer capture.'),
|
||||
};
|
||||
|
||||
const memoryCaptureStatusInputSchema = {
|
||||
runId: z.string().min(1).describe('The memory capture run id returned by memory_capture.'),
|
||||
};
|
||||
|
||||
function registerMemoryCaptureTools(deps: {
|
||||
server: KtxMcpServerLike;
|
||||
memoryCapture: MemoryCapturePort;
|
||||
userContext: KtxMcpServerDeps['userContext'];
|
||||
}): void {
|
||||
deps.server.registerTool(
|
||||
'memory_capture',
|
||||
{
|
||||
title: 'Memory Capture',
|
||||
description:
|
||||
'Capture durable knowledge and semantic-layer updates from the final user/assistant exchange. Returns a run id for polling.',
|
||||
inputSchema: memoryCaptureInputSchema,
|
||||
},
|
||||
async (input) => {
|
||||
const captureInput: MemoryAgentInput = {
|
||||
userId: deps.userContext.userId,
|
||||
chatId: `mcp-${randomUUID()}`,
|
||||
userMessage: String(input.userMessage),
|
||||
assistantMessage: typeof input.assistantMessage === 'string' ? input.assistantMessage : undefined,
|
||||
connectionId: typeof input.connectionId === 'string' ? input.connectionId : undefined,
|
||||
sourceType: 'external_ingest',
|
||||
};
|
||||
const result = await deps.memoryCapture.capture(captureInput);
|
||||
return jsonToolResult(result);
|
||||
},
|
||||
);
|
||||
|
||||
deps.server.registerTool(
|
||||
'memory_capture_status',
|
||||
{
|
||||
title: 'Memory Capture Status',
|
||||
description: 'Read the current or final status for a memory capture run.',
|
||||
inputSchema: memoryCaptureStatusInputSchema,
|
||||
},
|
||||
async (input) => {
|
||||
const runId = String(input.runId);
|
||||
const status = await deps.memoryCapture.status(runId);
|
||||
return status ? jsonToolResult(status) : jsonErrorToolResult(`Memory capture run "${runId}" was not found.`);
|
||||
},
|
||||
);
|
||||
}
|
||||
import { registerKtxContextTools } from './context-tools.js';
|
||||
import type { KtxMcpServerDeps, KtxMcpServerLike } from './types.js';
|
||||
|
||||
export function createKtxMcpServer(deps: KtxMcpServerDeps): KtxMcpServerDeps['server'] {
|
||||
if (deps.memoryCapture) {
|
||||
registerMemoryCaptureTools({
|
||||
server: deps.server,
|
||||
memoryCapture: deps.memoryCapture,
|
||||
userContext: deps.userContext,
|
||||
});
|
||||
}
|
||||
|
||||
if (deps.contextTools) {
|
||||
registerKtxContextTools({
|
||||
server: deps.server,
|
||||
|
|
@ -86,7 +23,6 @@ export function createDefaultKtxMcpServer(
|
|||
});
|
||||
createKtxMcpServer({
|
||||
server: server as KtxMcpServerLike,
|
||||
memoryCapture: deps.memoryCapture,
|
||||
userContext: deps.userContext,
|
||||
contextTools: deps.contextTools,
|
||||
});
|
||||
|
|
|
|||
|
|
@ -1,16 +1,7 @@
|
|||
import type { IngestReportSnapshot, MemoryFlowReplayInput, TableUsageOutput } from '../ingest/index.js';
|
||||
import type { MemoryCaptureService } from '../memory/index.js';
|
||||
import type { MemoryIngestService } from '../memory/index.js';
|
||||
import type { KtxEntityDetailsInput, KtxEntityDetailsResponse } from '../scan/entity-details.js';
|
||||
import type { KtxScanMode, KtxScanReport } from '../scan/index.js';
|
||||
import type { KtxDiscoverDataInput, KtxDiscoverDataResponse } from '../search/index.js';
|
||||
import type {
|
||||
KtxDictionarySearchInput,
|
||||
KtxDictionarySearchResponse,
|
||||
SemanticLayerQueryInput,
|
||||
SlDictionaryMatch,
|
||||
SlSearchLaneSummary,
|
||||
SlSearchMatchReason,
|
||||
} from '../sl/index.js';
|
||||
import type { KtxDictionarySearchInput, KtxDictionarySearchResponse, SemanticLayerQueryInput } from '../sl/index.js';
|
||||
import type { WikiSearchLaneSummary, WikiSearchMatchReason } from '../wiki/index.js';
|
||||
|
||||
export interface KtxMcpTextContent {
|
||||
|
|
@ -18,15 +9,38 @@ export interface KtxMcpTextContent {
|
|||
text: string;
|
||||
}
|
||||
|
||||
export interface KtxMcpToolResult<T extends object = object> {
|
||||
export type NonArrayObject = object & { length?: never };
|
||||
|
||||
export interface KtxMcpToolResult<T extends NonArrayObject = NonArrayObject> {
|
||||
content: KtxMcpTextContent[];
|
||||
structuredContent?: T;
|
||||
isError?: true;
|
||||
}
|
||||
|
||||
export interface MemoryCapturePort {
|
||||
capture: MemoryCaptureService['capture'];
|
||||
status: MemoryCaptureService['status'];
|
||||
interface KtxMcpProgressEvent {
|
||||
progress: number;
|
||||
total?: number;
|
||||
message: string;
|
||||
}
|
||||
|
||||
export type KtxMcpProgressCallback = (event: KtxMcpProgressEvent) => void | Promise<void>;
|
||||
|
||||
export interface KtxMcpToolHandlerContext {
|
||||
_meta?: { progressToken?: string | number; [key: string]: unknown };
|
||||
sendNotification?: (notification: {
|
||||
method: 'notifications/progress';
|
||||
params: {
|
||||
progressToken: string | number;
|
||||
progress: number;
|
||||
total?: number;
|
||||
message?: string;
|
||||
};
|
||||
}) => Promise<void>;
|
||||
}
|
||||
|
||||
export interface MemoryIngestPort {
|
||||
ingest: MemoryIngestService['ingest'];
|
||||
status: MemoryIngestService['status'];
|
||||
}
|
||||
|
||||
export interface KtxMcpUserContext {
|
||||
|
|
@ -40,8 +54,10 @@ export interface KtxMcpServerLike {
|
|||
title?: string;
|
||||
description?: string;
|
||||
inputSchema: unknown;
|
||||
outputSchema?: unknown;
|
||||
annotations?: Record<string, unknown>;
|
||||
},
|
||||
handler: (input: Record<string, unknown>) => Promise<unknown>,
|
||||
handler: (input: Record<string, unknown>, context?: KtxMcpToolHandlerContext) => Promise<unknown>,
|
||||
): void;
|
||||
}
|
||||
|
||||
|
|
@ -51,18 +67,8 @@ export interface KtxConnectionSummary {
|
|||
connectionType: string;
|
||||
}
|
||||
|
||||
export interface KtxConnectionTestResponse {
|
||||
id: string;
|
||||
connectionType: string;
|
||||
ok: boolean;
|
||||
tableCount: number | null;
|
||||
message: string;
|
||||
warnings: string[];
|
||||
}
|
||||
|
||||
export interface KtxConnectionsMcpPort {
|
||||
list(): Promise<KtxConnectionSummary[]>;
|
||||
test?(input: { connectionId: string }): Promise<KtxConnectionTestResponse | null>;
|
||||
}
|
||||
|
||||
export interface KtxKnowledgeSearchResult {
|
||||
|
|
@ -90,62 +96,9 @@ export interface KtxKnowledgePage {
|
|||
slRefs?: string[];
|
||||
}
|
||||
|
||||
interface KtxHistoricSqlKnowledgeUsage {
|
||||
executions: number;
|
||||
distinct_users: number;
|
||||
first_seen: string;
|
||||
last_seen: string;
|
||||
p50_runtime_ms: number | null;
|
||||
p95_runtime_ms: number | null;
|
||||
error_rate: number;
|
||||
rows_produced?: number;
|
||||
}
|
||||
|
||||
export interface KtxKnowledgeWriteResponse {
|
||||
success: boolean;
|
||||
key: string;
|
||||
action: 'created' | 'updated';
|
||||
}
|
||||
|
||||
export interface KtxKnowledgeMcpPort {
|
||||
search(input: { userId: string; query: string; limit: number }): Promise<KtxKnowledgeSearchResponse>;
|
||||
read(input: { userId: string; key: string }): Promise<KtxKnowledgePage | null>;
|
||||
write(input: {
|
||||
userId: string;
|
||||
key: string;
|
||||
summary: string;
|
||||
content: string;
|
||||
tags?: string[];
|
||||
refs?: string[];
|
||||
slRefs?: string[];
|
||||
source?: string;
|
||||
intent?: string;
|
||||
tables?: string[];
|
||||
representativeSql?: string;
|
||||
usage?: KtxHistoricSqlKnowledgeUsage;
|
||||
fingerprints?: string[];
|
||||
}): Promise<KtxKnowledgeWriteResponse>;
|
||||
}
|
||||
|
||||
export interface KtxSemanticLayerSourceSummary {
|
||||
connectionId: string;
|
||||
connectionName: string;
|
||||
name: string;
|
||||
description?: string;
|
||||
columnCount: number;
|
||||
measureCount: number;
|
||||
joinCount: number;
|
||||
frequencyTier?: TableUsageOutput['frequencyTier'];
|
||||
snippet?: string;
|
||||
score?: number;
|
||||
matchReasons?: SlSearchMatchReason[];
|
||||
dictionaryMatches?: SlDictionaryMatch[];
|
||||
lanes?: SlSearchLaneSummary[];
|
||||
}
|
||||
|
||||
export interface KtxSemanticLayerListResponse {
|
||||
sources: KtxSemanticLayerSourceSummary[];
|
||||
totalSources: number;
|
||||
}
|
||||
|
||||
export interface KtxSemanticLayerReadResponse {
|
||||
|
|
@ -153,21 +106,6 @@ export interface KtxSemanticLayerReadResponse {
|
|||
yaml: string;
|
||||
}
|
||||
|
||||
export interface KtxSemanticLayerWriteResponse {
|
||||
success: boolean;
|
||||
sourceName: string;
|
||||
yaml?: string;
|
||||
errors?: string[];
|
||||
warnings?: string[];
|
||||
commitHash?: string;
|
||||
}
|
||||
|
||||
export interface KtxSemanticLayerValidationResponse {
|
||||
success: boolean;
|
||||
errors: string[];
|
||||
warnings: string[];
|
||||
}
|
||||
|
||||
export interface KtxSemanticLayerQueryResponse {
|
||||
sql: string;
|
||||
headers: string[];
|
||||
|
|
@ -177,143 +115,11 @@ export interface KtxSemanticLayerQueryResponse {
|
|||
}
|
||||
|
||||
export interface KtxSemanticLayerMcpPort {
|
||||
listSources(input: { connectionId?: string; query?: string }): Promise<KtxSemanticLayerListResponse>;
|
||||
readSource(input: { connectionId: string; sourceName: string }): Promise<KtxSemanticLayerReadResponse | null>;
|
||||
writeSource(input: {
|
||||
connectionId: string;
|
||||
sourceName: string;
|
||||
yaml?: string;
|
||||
source?: Record<string, unknown>;
|
||||
delete?: boolean;
|
||||
}): Promise<KtxSemanticLayerWriteResponse>;
|
||||
validate(input: { connectionId: string; names?: string[] }): Promise<KtxSemanticLayerValidationResponse>;
|
||||
query(input: { connectionId?: string; query: SemanticLayerQueryInput }): Promise<KtxSemanticLayerQueryResponse>;
|
||||
}
|
||||
|
||||
export type KtxIngestTriggerKind = 'upload' | 'scheduled_pull' | 'manual_resync';
|
||||
|
||||
interface KtxIngestTriggerFanoutChild {
|
||||
runId: string;
|
||||
jobId: string;
|
||||
reportId: string;
|
||||
targetConnectionId: string;
|
||||
metabaseDatabaseId: number;
|
||||
}
|
||||
|
||||
export interface KtxIngestTriggerResponse {
|
||||
runId: string;
|
||||
jobId?: string;
|
||||
reportId?: string;
|
||||
fanout?: {
|
||||
status: 'all_succeeded' | 'partial_failure' | 'all_failed';
|
||||
children: KtxIngestTriggerFanoutChild[];
|
||||
};
|
||||
}
|
||||
|
||||
export interface KtxIngestDiffSummary {
|
||||
added: number;
|
||||
modified: number;
|
||||
deleted: number;
|
||||
unchanged: number;
|
||||
}
|
||||
|
||||
export interface KtxIngestWorkUnitSummary {
|
||||
unitKey: string;
|
||||
rawFiles: string[];
|
||||
peerFileIndex: string[];
|
||||
dependencyPaths: string[];
|
||||
}
|
||||
|
||||
export interface KtxIngestStatusResponse {
|
||||
runId: string;
|
||||
jobId?: string;
|
||||
reportId?: string;
|
||||
status: string;
|
||||
stage?: string;
|
||||
progress?: number;
|
||||
errors?: string[];
|
||||
done: boolean;
|
||||
adapter?: string;
|
||||
connectionId?: string;
|
||||
sourceDir?: string | null;
|
||||
syncId?: string;
|
||||
startedAt?: string;
|
||||
completedAt?: string;
|
||||
previousRunId?: string | null;
|
||||
diffSummary?: KtxIngestDiffSummary;
|
||||
workUnitCount?: number;
|
||||
rawFileCount?: number;
|
||||
workUnits?: KtxIngestWorkUnitSummary[];
|
||||
evictionDeletedRawPaths?: string[];
|
||||
}
|
||||
|
||||
export interface KtxIngestMcpPort {
|
||||
trigger(input: {
|
||||
adapter: string;
|
||||
connectionId: string;
|
||||
config?: unknown;
|
||||
trigger: KtxIngestTriggerKind;
|
||||
}): Promise<KtxIngestTriggerResponse>;
|
||||
status(input: { runId: string }): Promise<KtxIngestStatusResponse | null>;
|
||||
report?(input: { runId: string }): Promise<IngestReportSnapshot | null>;
|
||||
replay?(input: { runId: string }): Promise<MemoryFlowReplayInput | null>;
|
||||
}
|
||||
|
||||
interface KtxScanTriggerResponse {
|
||||
runId: string;
|
||||
status: 'done';
|
||||
done: true;
|
||||
connectionId: string;
|
||||
mode: KtxScanMode;
|
||||
dryRun: boolean;
|
||||
syncId: string;
|
||||
report: KtxScanReport;
|
||||
}
|
||||
|
||||
interface KtxScanStatusResponse {
|
||||
runId: string;
|
||||
status: string;
|
||||
done: boolean;
|
||||
connectionId: string;
|
||||
mode: KtxScanMode;
|
||||
dryRun: boolean;
|
||||
syncId: string;
|
||||
progress: number;
|
||||
startedAt: string;
|
||||
completedAt: string;
|
||||
reportPath: string | null;
|
||||
warnings: KtxScanReport['warnings'];
|
||||
}
|
||||
|
||||
export type KtxScanArtifactType = 'report' | 'raw_source' | 'manifest_shard' | 'enrichment_artifact';
|
||||
|
||||
export interface KtxScanArtifactSummary {
|
||||
path: string;
|
||||
type: KtxScanArtifactType;
|
||||
size?: number;
|
||||
}
|
||||
|
||||
export interface KtxScanArtifactListResponse {
|
||||
runId: string;
|
||||
artifacts: KtxScanArtifactSummary[];
|
||||
}
|
||||
|
||||
export interface KtxScanArtifactReadResponse extends KtxScanArtifactSummary {
|
||||
runId: string;
|
||||
content: string;
|
||||
}
|
||||
|
||||
export interface KtxScanMcpPort {
|
||||
trigger(input: {
|
||||
connectionId: string;
|
||||
mode?: KtxScanMode;
|
||||
detectRelationships: boolean;
|
||||
dryRun: boolean;
|
||||
}): Promise<KtxScanTriggerResponse>;
|
||||
status(input: { runId: string }): Promise<KtxScanStatusResponse | null>;
|
||||
report(input: { runId: string }): Promise<KtxScanReport | null>;
|
||||
listArtifacts?(input: { runId: string }): Promise<KtxScanArtifactListResponse | null>;
|
||||
readArtifact?(input: { runId: string; path: string }): Promise<KtxScanArtifactReadResponse | null>;
|
||||
query(
|
||||
input: { connectionId?: string; query: SemanticLayerQueryInput },
|
||||
options?: { onProgress?: KtxMcpProgressCallback },
|
||||
): Promise<KtxSemanticLayerQueryResponse>;
|
||||
}
|
||||
|
||||
export interface KtxEntityDetailsMcpPort {
|
||||
|
|
@ -336,7 +142,10 @@ export interface KtxSqlExecutionResponse {
|
|||
}
|
||||
|
||||
export interface KtxSqlExecutionMcpPort {
|
||||
execute(input: { connectionId: string; sql: string; maxRows: number }): Promise<KtxSqlExecutionResponse>;
|
||||
execute(
|
||||
input: { connectionId: string; sql: string; maxRows: number },
|
||||
options?: { onProgress?: KtxMcpProgressCallback },
|
||||
): Promise<KtxSqlExecutionResponse>;
|
||||
}
|
||||
|
||||
export interface KtxMcpContextPorts {
|
||||
|
|
@ -347,13 +156,11 @@ export interface KtxMcpContextPorts {
|
|||
dictionarySearch?: KtxDictionarySearchMcpPort;
|
||||
discover?: KtxDiscoverDataMcpPort;
|
||||
sqlExecution?: KtxSqlExecutionMcpPort;
|
||||
ingest?: KtxIngestMcpPort;
|
||||
scan?: KtxScanMcpPort;
|
||||
memoryIngest?: MemoryIngestPort;
|
||||
}
|
||||
|
||||
export interface KtxMcpServerDeps {
|
||||
server: KtxMcpServerLike;
|
||||
memoryCapture?: MemoryCapturePort;
|
||||
userContext: KtxMcpUserContext;
|
||||
contextTools?: KtxMcpContextPorts;
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue