mirror of
https://github.com/Kaelio/ktx.git
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* refactor: remove legacy compatibility paths * fix: support legacy metabase native queries * test: use canonical semantic layer descriptions * Rename CLI description * Recover setup scan from SQLite ABI mismatch * Remove legacy product name from CLI help
354 lines
13 KiB
TypeScript
354 lines
13 KiB
TypeScript
import {
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createBigQueryLiveDatabaseIntrospection,
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isKtxBigQueryConnectionConfig,
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KtxBigQueryScanConnector,
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type KtxBigQueryConnectionConfig,
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} from '@ktx/connector-bigquery';
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import { createClickHouseLiveDatabaseIntrospection, isKtxClickHouseConnectionConfig } from '@ktx/connector-clickhouse';
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import { createMysqlLiveDatabaseIntrospection, isKtxMysqlConnectionConfig } from '@ktx/connector-mysql';
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import {
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createPostgresLiveDatabaseIntrospection,
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isKtxPostgresConnectionConfig,
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type KtxPostgresConnectionConfig,
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KtxPostgresHistoricSqlQueryClient,
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} from '@ktx/connector-postgres';
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import { createSqliteLiveDatabaseIntrospection, isKtxSqliteConnectionConfig } from '@ktx/connector-sqlite';
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import { createSqlServerLiveDatabaseIntrospection, isKtxSqlServerConnectionConfig } from '@ktx/connector-sqlserver';
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import {
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BigQueryHistoricSqlQueryHistoryReader,
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createDaemonLiveDatabaseIntrospection,
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createDefaultLocalIngestAdapters,
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type DefaultLocalIngestAdaptersOptions,
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type HistoricSqlReader,
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type LiveDatabaseIntrospectionPort,
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LiveDatabaseSourceAdapter,
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PostgresPgssReader,
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SnowflakeHistoricSqlQueryHistoryReader,
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type SourceAdapter,
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} from '@ktx/context/ingest';
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import type { KtxLocalProject } from '@ktx/context/project';
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import { createHttpSqlAnalysisPort, type SqlAnalysisPort } from '@ktx/context/sql-analysis';
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import {
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createManagedDaemonLookerTableIdentifierParser,
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createManagedDaemonSqlAnalysisPort,
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managedDaemonDatabaseIntrospectionOptions,
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type ManagedPythonCoreDaemonOptions,
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} from './managed-python-http.js';
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import type { KtxOperationalLogger } from './io/logger.js';
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function hasSnowflakeDriver(connection: unknown): boolean {
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return (
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typeof connection === 'object' &&
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connection !== null &&
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String((connection as { driver?: unknown }).driver ?? '').toLowerCase() === 'snowflake'
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);
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}
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type SnowflakeConnectorModule = typeof import('@ktx/connector-snowflake');
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function ktxCliDaemonDatabaseIntrospectionOptions(
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options: KtxCliLocalIngestAdaptersOptions,
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): DefaultLocalIngestAdaptersOptions['databaseIntrospection'] {
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if (options.databaseIntrospectionUrl || options.databaseIntrospection?.requestJson || !options.managedDaemon) {
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return options.databaseIntrospection;
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}
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return {
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...(options.databaseIntrospection ?? {}),
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...managedDaemonDatabaseIntrospectionOptions(options.managedDaemon),
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};
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}
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function ktxCliLookerOptions(
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options: KtxCliLocalIngestAdaptersOptions,
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): DefaultLocalIngestAdaptersOptions['looker'] {
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const looker = options.looker;
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if (looker?.parser || looker?.daemonBaseUrl || process.env.KTX_DAEMON_URL || !options.managedDaemon) {
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return looker;
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}
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return {
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...(looker ?? {}),
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parser: createManagedDaemonLookerTableIdentifierParser(options.managedDaemon),
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};
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}
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function ktxCliHistoricSqlAnalysis(options: KtxCliLocalIngestAdaptersOptions) {
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if (options.sqlAnalysis) {
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return options.sqlAnalysis;
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}
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if (options.sqlAnalysisUrl) {
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return createHttpSqlAnalysisPort({ baseUrl: options.sqlAnalysisUrl });
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}
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if (process.env.KTX_SQL_ANALYSIS_URL) {
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return createHttpSqlAnalysisPort({ baseUrl: process.env.KTX_SQL_ANALYSIS_URL });
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}
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if (process.env.KTX_DAEMON_URL) {
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return createHttpSqlAnalysisPort({ baseUrl: process.env.KTX_DAEMON_URL });
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}
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if (options.managedDaemon) {
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return createManagedDaemonSqlAnalysisPort(options.managedDaemon);
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}
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return createHttpSqlAnalysisPort({ baseUrl: 'http://127.0.0.1:8765' });
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}
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function createKtxCliLiveDatabaseIntrospection(
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project: KtxLocalProject,
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options: KtxCliLocalIngestAdaptersOptions = {},
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): LiveDatabaseIntrospectionPort {
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const databaseIntrospection = ktxCliDaemonDatabaseIntrospectionOptions(options);
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const daemon = createDaemonLiveDatabaseIntrospection({
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connections: project.config.connections,
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...databaseIntrospection,
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...(options.databaseIntrospectionUrl ? { baseUrl: options.databaseIntrospectionUrl } : {}),
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});
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const sqlite = createSqliteLiveDatabaseIntrospection({
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projectDir: project.projectDir,
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connections: project.config.connections,
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});
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const mysql = createMysqlLiveDatabaseIntrospection({
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connections: project.config.connections,
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});
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const postgres = createPostgresLiveDatabaseIntrospection({
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connections: project.config.connections,
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});
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const clickhouse = createClickHouseLiveDatabaseIntrospection({
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connections: project.config.connections,
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});
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const sqlserver = createSqlServerLiveDatabaseIntrospection({
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connections: project.config.connections,
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});
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const bigquery = createBigQueryLiveDatabaseIntrospection({
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connections: project.config.connections,
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});
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return {
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async extractSchema(connectionId: string) {
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const connection = project.config.connections[connectionId];
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if (isKtxPostgresConnectionConfig(connection)) {
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return postgres.extractSchema(connectionId);
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}
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if (isKtxSqliteConnectionConfig(connection)) {
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return sqlite.extractSchema(connectionId);
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}
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if (isKtxMysqlConnectionConfig(connection)) {
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return mysql.extractSchema(connectionId);
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}
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if (isKtxClickHouseConnectionConfig(connection)) {
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return clickhouse.extractSchema(connectionId);
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}
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if (isKtxSqlServerConnectionConfig(connection)) {
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return sqlserver.extractSchema(connectionId);
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}
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if (isKtxBigQueryConnectionConfig(connection)) {
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return bigquery.extractSchema(connectionId);
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}
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if (hasSnowflakeDriver(connection)) {
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const { createSnowflakeLiveDatabaseIntrospection, isKtxSnowflakeConnectionConfig } = await import(
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'@ktx/connector-snowflake'
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);
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if (!isKtxSnowflakeConnectionConfig(connection)) {
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return daemon.extractSchema(connectionId);
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}
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const snowflake = createSnowflakeLiveDatabaseIntrospection({
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connections: project.config.connections,
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});
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return snowflake.extractSchema(connectionId);
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}
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return daemon.extractSchema(connectionId);
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},
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};
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}
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export interface KtxCliLocalIngestAdaptersOptions extends DefaultLocalIngestAdaptersOptions {
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historicSqlConnectionId?: string;
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sqlAnalysis?: SqlAnalysisPort;
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sqlAnalysisUrl?: string;
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managedDaemon?: ManagedPythonCoreDaemonOptions;
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logger?: KtxOperationalLogger;
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}
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function historicSqlRecord(connection: unknown): Record<string, unknown> | null {
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if (
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connection &&
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typeof connection === 'object' &&
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'historicSql' in connection &&
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typeof (connection as { historicSql?: unknown }).historicSql === 'object' &&
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(connection as { historicSql?: unknown }).historicSql !== null &&
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!Array.isArray((connection as { historicSql?: unknown }).historicSql)
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) {
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return (connection as { historicSql: Record<string, unknown> }).historicSql;
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}
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return null;
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}
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function enabledHistoricSqlDialect(connection: unknown): 'postgres' | 'bigquery' | 'snowflake' | null {
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const historicSql = historicSqlRecord(connection);
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if (historicSql?.enabled !== true) {
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return null;
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}
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const dialect = String(historicSql.dialect ?? '').toLowerCase();
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return dialect === 'postgres' || dialect === 'bigquery' || dialect === 'snowflake' ? dialect : null;
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}
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function createEphemeralPostgresHistoricSqlClient(project: KtxLocalProject, connectionId: string) {
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const connection = project.config.connections[connectionId] as KtxPostgresConnectionConfig | undefined;
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if (!isKtxPostgresConnectionConfig(connection)) {
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throw new Error(
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`Historic SQL local ingest requires a Postgres connection, got ${String(connection?.driver ?? 'unknown')}`,
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);
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}
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return {
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async executeQuery(sql: string, params?: unknown[]) {
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const client = new KtxPostgresHistoricSqlQueryClient({
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connectionId,
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connection,
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});
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try {
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return await client.executeQuery(sql, params);
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} finally {
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await client.cleanup();
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}
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},
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};
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}
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function createEphemeralBigQueryHistoricSqlClient(project: KtxLocalProject, connectionId: string) {
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const connection = project.config.connections[connectionId] as KtxBigQueryConnectionConfig | undefined;
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if (!isKtxBigQueryConnectionConfig(connection)) {
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throw new Error(
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`Historic SQL local ingest requires a BigQuery connection, got ${String(connection?.driver ?? 'unknown')}`,
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);
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}
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return {
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async executeQuery(query: string) {
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const connector = new KtxBigQueryScanConnector({
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connectionId,
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connection,
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});
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try {
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const result = await connector.executeReadOnly({ connectionId, sql: query }, {} as never);
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return {
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headers: result.headers,
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rows: result.rows,
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totalRows: result.totalRows,
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};
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} finally {
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await connector.cleanup();
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}
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},
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};
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}
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async function createEphemeralSnowflakeHistoricSqlClient(
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project: KtxLocalProject,
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connectionId: string,
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connectorModule: SnowflakeConnectorModule,
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) {
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const connection = project.config.connections[connectionId];
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if (!connectorModule.isKtxSnowflakeConnectionConfig(connection)) {
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throw new Error(
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`Historic SQL local ingest requires a Snowflake connection, got ${String(connection?.driver ?? 'unknown')}`,
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);
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}
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return {
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async executeQuery(query: string) {
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const connector = new connectorModule.KtxSnowflakeScanConnector({
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connectionId,
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connection,
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});
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try {
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const result = await connector.executeReadOnly({ connectionId, sql: query }, {} as never);
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return {
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headers: result.headers,
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rows: result.rows,
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totalRows: result.totalRows,
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};
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} finally {
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await connector.cleanup();
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}
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},
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};
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}
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function bigQueryProjectId(connection: KtxBigQueryConnectionConfig, env: NodeJS.ProcessEnv): string {
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const raw = typeof connection.credentials_json === 'string' ? connection.credentials_json : '';
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const resolved = raw.startsWith('env:') ? env[raw.slice('env:'.length)] ?? '' : raw;
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const parsed = JSON.parse(resolved) as { project_id?: unknown };
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if (typeof parsed.project_id !== 'string' || parsed.project_id.trim().length === 0) {
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throw new Error('Historic SQL BigQuery connection requires credentials_json.project_id');
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}
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return parsed.project_id;
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}
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function bigQueryRegion(connection: KtxBigQueryConnectionConfig): string {
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return typeof connection.location === 'string' && connection.location.trim().length > 0
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? connection.location.trim()
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: 'us';
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}
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function historicSqlOptionsForLocalRun(project: KtxLocalProject, options: KtxCliLocalIngestAdaptersOptions) {
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const connectionId = options.historicSqlConnectionId;
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if (!connectionId) {
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return undefined;
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}
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const connection = project.config.connections[connectionId];
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const dialect = enabledHistoricSqlDialect(connection);
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if (!dialect) {
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return undefined;
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}
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const base = {
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sqlAnalysis: ktxCliHistoricSqlAnalysis(options),
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};
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if (dialect === 'postgres') {
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return {
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...base,
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reader: new PostgresPgssReader() satisfies HistoricSqlReader,
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queryClient: createEphemeralPostgresHistoricSqlClient(project, connectionId),
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};
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}
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if (dialect === 'bigquery') {
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if (!isKtxBigQueryConnectionConfig(connection)) {
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throw new Error(
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`Historic SQL local ingest requires a BigQuery connection, got ${String(connection?.driver ?? 'unknown')}`,
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);
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}
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return {
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...base,
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reader: new BigQueryHistoricSqlQueryHistoryReader({
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projectId: bigQueryProjectId(connection, process.env),
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region: bigQueryRegion(connection),
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}) satisfies HistoricSqlReader,
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queryClient: createEphemeralBigQueryHistoricSqlClient(project, connectionId),
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};
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}
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return {
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...base,
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reader: new SnowflakeHistoricSqlQueryHistoryReader() satisfies HistoricSqlReader,
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queryClient: {
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async executeQuery(query: string) {
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const connectorModule = await import('@ktx/connector-snowflake');
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const client = await createEphemeralSnowflakeHistoricSqlClient(project, connectionId, connectorModule);
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return client.executeQuery(query);
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},
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},
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};
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}
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export function createKtxCliLocalIngestAdapters(
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project: KtxLocalProject,
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options: KtxCliLocalIngestAdaptersOptions = {},
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): SourceAdapter[] {
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const historicSql = historicSqlOptionsForLocalRun(project, options);
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const base = createDefaultLocalIngestAdapters(project, {
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...options,
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databaseIntrospection: ktxCliDaemonDatabaseIntrospectionOptions(options),
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looker: ktxCliLookerOptions(options),
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...(historicSql ? { historicSql } : {}),
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});
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const liveDatabase = new LiveDatabaseSourceAdapter({
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introspection: createKtxCliLiveDatabaseIntrospection(project, options),
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});
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return base.map((adapter) => (adapter.source === 'live-database' ? liveDatabase : adapter));
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}
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