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feat: use managed runtime for agent semantic queries
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parent
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6 changed files with 245 additions and 21 deletions
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@ -1,9 +1,13 @@
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import { readFile } from 'node:fs/promises';
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import { createDefaultLocalQueryExecutor, type KtxSqlQueryExecutorPort } from '@ktx/context/connections';
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import { createPythonSemanticLayerComputePort, type KtxSemanticLayerComputePort } from '@ktx/context/daemon';
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import type { KtxSemanticLayerComputePort } from '@ktx/context/daemon';
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import { createLocalProjectMcpContextPorts, type KtxMcpContextPorts } from '@ktx/context/mcp';
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import { type KtxLocalProject, loadKtxProject } from '@ktx/context/project';
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import type { KtxCliIo } from './cli-runtime.js';
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import {
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createManagedPythonSemanticLayerComputePort,
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type KtxManagedPythonInstallPolicy,
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} from './managed-python-command.js';
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export const KTX_AGENT_MAX_ROWS_CAP = 1000;
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@ -11,6 +15,9 @@ export interface KtxAgentRuntimeOptions {
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projectDir: string;
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enableSemanticCompute: boolean;
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enableQueryExecution: boolean;
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cliVersion?: string;
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runtimeInstallPolicy?: KtxManagedPythonInstallPolicy;
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io?: KtxCliIo;
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}
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export interface KtxAgentRuntime {
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@ -24,6 +31,7 @@ export interface KtxAgentRuntimeDeps {
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loadProject?: typeof loadKtxProject;
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createContextTools?: typeof createLocalProjectMcpContextPorts;
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createSemanticLayerCompute?: () => KtxSemanticLayerComputePort;
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createManagedSemanticLayerCompute?: typeof createManagedPythonSemanticLayerComputePort;
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createQueryExecutor?: () => KtxSqlQueryExecutorPort;
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}
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@ -57,14 +65,34 @@ export function parseAgentMaxRows(value: number | undefined): number {
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return value;
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}
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async function createAgentSemanticLayerCompute(
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options: KtxAgentRuntimeOptions,
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deps: KtxAgentRuntimeDeps,
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): Promise<KtxSemanticLayerComputePort | undefined> {
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if (!options.enableSemanticCompute) {
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return undefined;
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}
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if (deps.createSemanticLayerCompute) {
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return deps.createSemanticLayerCompute();
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}
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if (!options.cliVersion || !options.runtimeInstallPolicy || !options.io) {
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throw new Error('Managed Python semantic compute requires cliVersion, runtimeInstallPolicy, and io.');
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}
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const createManagedSemanticLayerCompute =
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deps.createManagedSemanticLayerCompute ?? createManagedPythonSemanticLayerComputePort;
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return createManagedSemanticLayerCompute({
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cliVersion: options.cliVersion,
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installPolicy: options.runtimeInstallPolicy,
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io: options.io,
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});
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}
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export async function createKtxAgentRuntime(
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options: KtxAgentRuntimeOptions,
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deps: KtxAgentRuntimeDeps = {},
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): Promise<KtxAgentRuntime> {
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const project = await (deps.loadProject ?? loadKtxProject)({ projectDir: options.projectDir });
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const semanticLayerCompute = options.enableSemanticCompute
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? (deps.createSemanticLayerCompute ?? createPythonSemanticLayerComputePort)()
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: undefined;
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const semanticLayerCompute = await createAgentSemanticLayerCompute(options, deps);
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const queryExecutor = options.enableQueryExecution
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? (deps.createQueryExecutor ?? createDefaultLocalQueryExecutor)()
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: undefined;
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