mirror of
https://github.com/TencentCloud/TencentDB-Agent-Memory
synced 2026-07-10 12:34:27 +00:00
chrishuan
850 lines
29 KiB
TypeScript
850 lines
29 KiB
TypeScript
import fs from "node:fs/promises";
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import path from "node:path";
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import { parseArgs } from "node:util";
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import type { MemoryRecord } from "../../src/core/record/l1-writer.js";
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import { listLocalProfiles } from "../../src/core/profile/profile-sync.js";
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import { createBM25Encoder } from "../../src/core/store/bm25-local.js";
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import { VectorStore, type L0RecordRow, type L1RecordRow } from "../../src/core/store/sqlite.js";
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import { TcvdbMemoryStore } from "../../src/core/store/tcvdb.js";
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import type { L0Record, ProfileRecord, ProfileSyncRecord, StoreInitResult } from "../../src/core/store/types.js";
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import { readManifest } from "../../src/utils/manifest.js";
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import {
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rewriteMigrationManifest as rewriteMigrationManifestDefault,
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type RewriteMigrationManifestResult,
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} from "./manifest-write.js";
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import {
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writeMigrationPluginConfig as writeMigrationPluginConfigDefault,
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} from "./config-write.js";
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export const DEFAULT_MIGRATION_PLUGIN_ID = "memory-tencentdb";
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export const ALL_MIGRATION_LAYERS = ["l0", "l1", "l2", "l3"] as const;
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const TAG = "[memory-tdai][migrate]";
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function log(message: string): void {
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process.stderr.write(`${TAG} ${message}\n`);
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}
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function sleep(ms: number): Promise<void> {
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return new Promise((resolve) => setTimeout(resolve, ms));
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}
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export type MigrationLayer = (typeof ALL_MIGRATION_LAYERS)[number];
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export type Bm25Language = "zh" | "en";
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export interface ResolvedMigrationCliOptions {
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pluginDataDir: string;
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sqlitePath: string;
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openclawConfigPath: string;
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pluginId: string;
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layers: MigrationLayer[];
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applyConfig: boolean;
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configBackup: boolean;
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rewriteManifest: boolean;
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failIfTargetNonempty: boolean;
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verifyCounts: boolean;
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dryRun: boolean;
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yes: boolean;
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bm25Enabled: boolean;
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bm25Language: Bm25Language;
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summaryJsonPath?: string;
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jobId?: string;
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tcvdb: {
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url: string;
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username: string;
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apiKey: string;
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database: string;
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alias: string;
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embeddingModel: string;
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timeout: number;
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caPemPath?: string;
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};
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}
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export interface MigrationPreflightSummary {
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pluginId: string;
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dryRun: boolean;
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layers: MigrationLayer[];
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paths: {
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pluginDataDir: string;
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sqlitePath: string;
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openclawConfigPath: string;
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};
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source: {
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l0Count: number;
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l1Count: number;
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profileCount: number;
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manifestExists: boolean;
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manifestStoreType: "sqlite" | "tcvdb" | null;
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};
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target: {
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url: string;
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username: string;
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database: string;
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alias: string;
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embeddingModel: string;
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timeout: number;
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bm25Enabled: boolean;
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bm25Language: Bm25Language;
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};
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options: {
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applyConfig: boolean;
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configBackup: boolean;
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rewriteManifest: boolean;
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failIfTargetNonempty: boolean;
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verifyCounts: boolean;
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yes: boolean;
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};
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migration?: {
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l0Migrated: number;
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l1Migrated: number;
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profileMigrated: number;
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targetL0Count: number;
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targetL1Count: number;
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targetProfileCount: number;
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configWritten: boolean;
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manifestWritten: boolean;
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manifestBackupPath?: string;
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};
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}
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export const DEFAULT_MIGRATION_PAGE_SIZE = 50;
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export interface MigrationTargetStore {
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init(providerInfo?: unknown): Promise<StoreInitResult> | StoreInitResult;
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isDegraded(): boolean;
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close(): void;
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upsertL1(record: MemoryRecord, embedding?: Float32Array): Promise<boolean> | boolean;
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upsertL0(record: L0Record, embedding?: Float32Array): Promise<boolean> | boolean;
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upsertL1Batch?(records: MemoryRecord[]): Promise<number>;
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upsertL0Batch?(records: L0Record[]): Promise<number>;
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countL1(): Promise<number> | number;
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countL0(): Promise<number> | number;
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pullProfiles?(): Promise<ProfileRecord[]>;
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syncProfiles?(records: ProfileSyncRecord[]): Promise<void>;
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}
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export interface RunMigrationCliDeps {
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createTargetStore?: (options: ResolvedMigrationCliOptions) => MigrationTargetStore;
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writeMigrationPluginConfig?: typeof writeMigrationPluginConfigDefault;
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rewriteMigrationManifest?: (params: {
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dataDir: string;
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tcvdbUrl: string;
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tcvdbDatabase: string;
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tcvdbAlias?: string;
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}) => Promise<RewriteMigrationManifestResult>;
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verifyDelayMs?: number;
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}
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function getRequiredString(values: Record<string, string | boolean | undefined>, key: string): string {
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const value = values[key];
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if (typeof value !== "string" || value.trim() === "") {
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throw new Error(`Missing required option --${key}`);
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}
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return value.trim();
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}
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function getOptionalString(values: Record<string, string | boolean | undefined>, key: string): string | undefined {
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const value = values[key];
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if (typeof value !== "string") return undefined;
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const trimmed = value.trim();
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return trimmed === "" ? undefined : trimmed;
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}
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function resolveBooleanOption(
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values: Record<string, string | boolean | undefined>,
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key: string,
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defaultValue: boolean,
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): boolean {
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const value = values[key];
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return typeof value === "boolean" ? value : defaultValue;
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}
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function resolveTcvdbApiKey(values: Record<string, string | boolean | undefined>): string {
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const directApiKey = getOptionalString(values, "tcvdb-api-key");
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const apiKeyEnvName = getOptionalString(values, "tcvdb-api-key-env");
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if (directApiKey && apiKeyEnvName) {
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throw new Error("Provide either --tcvdb-api-key or --tcvdb-api-key-env, not both");
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}
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if (directApiKey) {
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return directApiKey;
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}
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if (!apiKeyEnvName) {
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throw new Error("Missing required TCVDB API key input: use --tcvdb-api-key or --tcvdb-api-key-env");
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}
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const envValue = process.env[apiKeyEnvName]?.trim();
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if (!envValue) {
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throw new Error(`Environment variable ${apiKeyEnvName} is empty or not set`);
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}
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return envValue;
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}
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function parseLayers(rawLayers: string | undefined): MigrationLayer[] {
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if (!rawLayers) return [...ALL_MIGRATION_LAYERS];
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const values = rawLayers
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.split(",")
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.map((layer) => layer.trim())
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.filter(Boolean);
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if (values.length === 0) {
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throw new Error("--layers must include at least one layer");
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}
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const uniqueLayers = [...new Set(values)];
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const invalid = uniqueLayers.filter(
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(layer): layer is string => !ALL_MIGRATION_LAYERS.includes(layer as MigrationLayer),
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);
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if (invalid.length > 0) {
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throw new Error(`Unsupported layer(s): ${invalid.join(", ")}`);
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}
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return uniqueLayers as MigrationLayer[];
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}
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function parseBm25Language(rawLanguage: string | undefined): Bm25Language {
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if (!rawLanguage) return "zh";
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if (rawLanguage === "zh" || rawLanguage === "en") {
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return rawLanguage;
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}
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throw new Error(`Unsupported --bm25-language value: ${rawLanguage}`);
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}
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function parseTimeout(rawValue: string | undefined): number {
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if (!rawValue) return 10000;
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const timeout = Number(rawValue);
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if (!Number.isFinite(timeout) || timeout <= 0) {
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throw new Error(`Invalid --tcvdb-timeout-ms value: ${rawValue}`);
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}
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return timeout;
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}
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/**
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* Build a "nothing to migrate" summary — used when source data dir or sqlite
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* file doesn't exist (e.g. fresh deployment that hasn't captured any data yet).
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*/
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function buildEmptySummary(options: ResolvedMigrationCliOptions): MigrationPreflightSummary {
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return {
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pluginId: options.pluginId,
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dryRun: options.dryRun,
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layers: options.layers,
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paths: {
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pluginDataDir: options.pluginDataDir,
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sqlitePath: options.sqlitePath,
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openclawConfigPath: options.openclawConfigPath,
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},
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source: {
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l0Count: 0,
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l1Count: 0,
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profileCount: 0,
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manifestExists: false,
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manifestStoreType: null,
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},
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target: {
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url: options.tcvdb.url,
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username: options.tcvdb.username,
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database: options.tcvdb.database,
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alias: options.tcvdb.alias,
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embeddingModel: options.tcvdb.embeddingModel,
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timeout: options.tcvdb.timeout,
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bm25Enabled: options.bm25Enabled,
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bm25Language: options.bm25Language,
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},
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options: {
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applyConfig: options.applyConfig,
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configBackup: options.configBackup,
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rewriteManifest: options.rewriteManifest,
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failIfTargetNonempty: options.failIfTargetNonempty,
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verifyCounts: options.verifyCounts,
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yes: options.yes,
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},
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};
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}
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async function ensureReadablePath(filePath: string, label: string): Promise<void> {
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try {
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await fs.access(filePath);
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} catch {
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throw new Error(`${label} does not exist or is not accessible: ${filePath}`);
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}
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}
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async function ensureReadableDirectory(dirPath: string, label: string): Promise<void> {
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const stat = await fs.stat(dirPath).catch(() => null);
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if (!stat?.isDirectory()) {
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throw new Error(`${label} is not a directory: ${dirPath}`);
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}
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}
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function safeParseMetadata(raw: string): Record<string, unknown> {
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if (!raw) return {};
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try {
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const parsed = JSON.parse(raw);
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return parsed && typeof parsed === "object" && !Array.isArray(parsed)
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? (parsed as Record<string, unknown>)
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: {};
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} catch {
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return {};
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}
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}
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function compactTimestamps(row: L1RecordRow): string[] {
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return [...new Set([row.timestamp_str, row.timestamp_start, row.timestamp_end].filter(Boolean))];
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}
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function mapL1RowToMemoryRecord(row: L1RecordRow): MemoryRecord {
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const timestamps = compactTimestamps(row);
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const fallbackIso = row.updated_time || row.created_time || row.timestamp_end || row.timestamp_str || new Date(0).toISOString();
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return {
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id: row.record_id,
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content: row.content,
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type: row.type as MemoryRecord["type"],
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priority: row.priority,
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scene_name: row.scene_name,
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source_message_ids: [],
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metadata: safeParseMetadata(row.metadata_json),
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timestamps,
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createdAt: row.created_time || fallbackIso,
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updatedAt: row.updated_time || row.created_time || fallbackIso,
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sessionKey: row.session_key || "",
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sessionId: row.session_id || "",
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};
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}
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function mapL0RowToRecord(row: L0RecordRow): L0Record {
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return {
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id: row.record_id,
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sessionKey: row.session_key,
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sessionId: row.session_id || "",
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role: row.role,
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messageText: row.message_text,
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recordedAt: row.recorded_at || "",
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timestamp: row.timestamp ?? 0,
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};
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}
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function createTargetStoreDefault(options: ResolvedMigrationCliOptions): MigrationTargetStore {
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const bm25Encoder = createBM25Encoder(
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{
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enabled: options.bm25Enabled,
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language: options.bm25Language,
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},
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);
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return new TcvdbMemoryStore({
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url: options.tcvdb.url,
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username: options.tcvdb.username,
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apiKey: options.tcvdb.apiKey,
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database: options.tcvdb.database,
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embeddingModel: options.tcvdb.embeddingModel,
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timeout: options.tcvdb.timeout,
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caPemPath: options.tcvdb.caPemPath,
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bm25Encoder,
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});
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}
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async function ensureTargetIsEmpty(
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options: ResolvedMigrationCliOptions,
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targetStore: MigrationTargetStore,
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): Promise<void> {
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if (!options.failIfTargetNonempty) return;
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const [existingL1, existingL0, existingProfiles] = await Promise.all([
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Promise.resolve(targetStore.countL1()),
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Promise.resolve(targetStore.countL0()),
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targetStore.pullProfiles ? targetStore.pullProfiles().then((records) => records.length) : Promise.resolve(0),
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]);
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if (existingL1 > 0 || existingL0 > 0 || existingProfiles > 0) {
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throw new Error(
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`Target store is not empty (L1=${existingL1}, L0=${existingL0}, profiles=${existingProfiles})`,
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);
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}
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}
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async function migrateL1Records(sourceStore: VectorStore, targetStore: MigrationTargetStore, pageSize: number): Promise<number> {
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let migrated = 0;
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let cursor = "";
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const useBatch = typeof targetStore.upsertL1Batch === "function";
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// eslint-disable-next-line no-constant-condition
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while (true) {
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const rows = sourceStore.queryL1RecordsCursor(cursor, pageSize);
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if (rows.length === 0) break;
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const records = rows.map(mapL1RowToMemoryRecord);
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if (useBatch) {
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const count = await targetStore.upsertL1Batch!(records);
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if (count === 0) {
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throw new Error(`Failed to batch migrate L1 records (cursor=${cursor}, page=${rows.length})`);
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}
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} else {
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for (const record of records) {
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const ok = await Promise.resolve(targetStore.upsertL1(record));
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if (!ok) throw new Error(`Failed to migrate L1 record ${record.id}`);
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}
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}
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migrated += rows.length;
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cursor = rows[rows.length - 1].record_id;
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log(`L1: 已迁移 ${migrated} 条...`);
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if (rows.length < pageSize) break;
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}
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log(`L1: 迁移完成，共 ${migrated} 条`);
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return migrated;
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}
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async function migrateL0Records(sourceStore: VectorStore, targetStore: MigrationTargetStore, pageSize: number): Promise<number> {
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let migrated = 0;
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let cursor = "";
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const useBatch = typeof targetStore.upsertL0Batch === "function";
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// eslint-disable-next-line no-constant-condition
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while (true) {
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const rows = sourceStore.queryL0RecordsCursor(cursor, pageSize);
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if (rows.length === 0) break;
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const records = rows.map(mapL0RowToRecord);
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if (useBatch) {
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const count = await targetStore.upsertL0Batch!(records);
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if (count === 0) {
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throw new Error(`Failed to batch migrate L0 records (cursor=${cursor}, page=${rows.length})`);
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}
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} else {
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for (const record of records) {
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const ok = await Promise.resolve(targetStore.upsertL0(record));
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if (!ok) throw new Error(`Failed to migrate L0 record ${record.id}`);
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}
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}
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migrated += rows.length;
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cursor = rows[rows.length - 1].record_id;
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log(`L0: 已迁移 ${migrated} 条...`);
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if (rows.length < pageSize) break;
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}
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log(`L0: 迁移完成，共 ${migrated} 条`);
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return migrated;
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}
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async function migrateProfiles(
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pluginDataDir: string,
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targetStore: MigrationTargetStore,
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): Promise<number> {
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const profiles = await listLocalProfiles(pluginDataDir);
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if (profiles.length === 0) {
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log("Profiles: 无本地 profile，跳过");
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return 0;
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}
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if (!targetStore.syncProfiles) {
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throw new Error("Target store does not support profile sync");
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}
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log(`Profiles: 发现 ${profiles.length} 个本地 profile，开始同步...`);
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await targetStore.syncProfiles(profiles);
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log(`Profiles: 同步完成，共 ${profiles.length} 个`);
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return profiles.length;
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}
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async function verifyMigratedCounts(
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summary: MigrationPreflightSummary,
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targetStore: MigrationTargetStore,
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delayMs: number,
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): Promise<{ l1Count: number; l0Count: number; profileCount: number }> {
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if (delayMs > 0) {
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log(`等待 ${Math.round(delayMs / 1000)} 秒让远端数据落盘...`);
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await sleep(delayMs);
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}
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log("开始校验迁移数量...");
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const [l1Count, l0Count, profileCount] = await Promise.all([
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Promise.resolve(targetStore.countL1()),
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Promise.resolve(targetStore.countL0()),
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targetStore.pullProfiles ? targetStore.pullProfiles().then((records) => records.length) : Promise.resolve(0),
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]);
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log(`校验结果: L1=${l1Count}/${summary.source.l1Count}, L0=${l0Count}/${summary.source.l0Count}, Profiles=${profileCount}/${summary.source.profileCount}`);
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if (l1Count !== summary.source.l1Count) {
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throw new Error(`L1 count verification failed: source=${summary.source.l1Count}, target=${l1Count}`);
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}
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if (l0Count !== summary.source.l0Count) {
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throw new Error(`L0 count verification failed: source=${summary.source.l0Count}, target=${l0Count}`);
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}
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if (profileCount !== summary.source.profileCount) {
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throw new Error(
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`Profile count verification failed: source=${summary.source.profileCount}, target=${profileCount}`,
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);
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}
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log("校验通过");
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return { l1Count, l0Count, profileCount };
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}
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async function writeSummaryJson(
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summaryJsonPath: string | undefined,
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summary: MigrationPreflightSummary,
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): Promise<void> {
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if (!summaryJsonPath) return;
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await fs.mkdir(path.dirname(summaryJsonPath), { recursive: true });
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await fs.writeFile(summaryJsonPath, `${JSON.stringify(summary, null, 2)}\n`, "utf-8");
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}
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function printUsageAndExit(): never {
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const text = `
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SQLite → 腾讯云向量数据库迁移工具
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Usage:
|
||
migrate-sqlite-to-tcvdb [options]
|
||
|
||
Required:
|
||
--plugin-data-dir <path> 插件数据目录路径
|
||
--openclaw-config-path <path> openclaw.json 配置文件路径
|
||
--tcvdb-url <url> TCVDB 服务地址
|
||
--tcvdb-username <name> TCVDB 用户名
|
||
--tcvdb-database <name> TCVDB 数据库名
|
||
--tcvdb-embedding-model <name> Embedding 模型名称
|
||
--tcvdb-api-key <key> TCVDB API 密钥（明文，与 --tcvdb-api-key-env 二选一）
|
||
--tcvdb-api-key-env <var> 包含 API 密钥的环境变量名
|
||
|
||
Optional:
|
||
--sqlite-path <path> SQLite 数据库路径（默认: <plugin-data-dir>/vectors.db）
|
||
--plugin-id <id> 写入配置时使用的插件 ID（默认: memory-tencentdb）
|
||
--layers <l0,l1,l2,l3> 要迁移的层，逗号分隔（默认: l0,l1,l2,l3）
|
||
--tcvdb-alias <name> 用户自定义别名
|
||
--tcvdb-timeout-ms <ms> 请求超时（默认: 10000）
|
||
--tcvdb-ca-pem <path> CA 证书 PEM 文件路径（HTTPS 连接时使用）
|
||
--bm25-language <zh|en> BM25 分词语言（默认: zh）
|
||
--summary-json-path <path> 将迁移摘要写入此文件
|
||
--job-id <id> 迁移任务 ID（用于追踪）
|
||
|
||
Flags:
|
||
--dry-run 仅预览，不执行写入
|
||
--yes 跳过交互确认
|
||
--no-apply-config 不自动更新 openclaw.json
|
||
--no-config-backup 写入配置前不备份
|
||
--no-rewrite-manifest 不更新 manifest.json
|
||
--no-fail-if-target-nonempty 目标库非空时不中止
|
||
--no-verify-counts 迁移后不校验记录数
|
||
--no-bm25-enabled 禁用 BM25 稀疏向量
|
||
|
||
-h, --help 显示此帮助信息
|
||
|
||
Examples:
|
||
# 预检模式
|
||
migrate-sqlite-to-tcvdb \\
|
||
--plugin-data-dir ~/.openclaw/memory-tdai \\
|
||
--openclaw-config-path ~/.openclaw/openclaw.json \\
|
||
--tcvdb-url http://127.0.0.1:80 --tcvdb-username root \\
|
||
--tcvdb-api-key-env TCVDB_API_KEY \\
|
||
--tcvdb-database agent_memory_prod \\
|
||
--tcvdb-embedding-model bge-large-zh \\
|
||
--dry-run
|
||
|
||
# 正式迁移
|
||
migrate-sqlite-to-tcvdb \\
|
||
--plugin-data-dir ~/.openclaw/memory-tdai \\
|
||
--openclaw-config-path ~/.openclaw/openclaw.json \\
|
||
--tcvdb-url http://127.0.0.1:80 --tcvdb-username root \\
|
||
--tcvdb-api-key-env TCVDB_API_KEY \\
|
||
--tcvdb-database agent_memory_prod \\
|
||
--tcvdb-embedding-model bge-large-zh \\
|
||
--yes
|
||
`.trimStart();
|
||
process.stdout.write(text);
|
||
process.exit(0);
|
||
}
|
||
|
||
export function resolveMigrationCliOptions(argv: string[]): ResolvedMigrationCliOptions {
|
||
const { values } = parseArgs({
|
||
args: argv,
|
||
strict: true,
|
||
allowPositionals: false,
|
||
allowNegative: true,
|
||
options: {
|
||
help: { type: "boolean", short: "h" },
|
||
"plugin-data-dir": { type: "string" },
|
||
"sqlite-path": { type: "string" },
|
||
"openclaw-config-path": { type: "string" },
|
||
"plugin-id": { type: "string" },
|
||
layers: { type: "string" },
|
||
"apply-config": { type: "boolean" },
|
||
"config-backup": { type: "boolean" },
|
||
"rewrite-manifest": { type: "boolean" },
|
||
"fail-if-target-nonempty": { type: "boolean" },
|
||
"verify-counts": { type: "boolean" },
|
||
"dry-run": { type: "boolean" },
|
||
yes: { type: "boolean" },
|
||
"bm25-enabled": { type: "boolean" },
|
||
"bm25-language": { type: "string" },
|
||
"summary-json-path": { type: "string" },
|
||
"job-id": { type: "string" },
|
||
"tcvdb-url": { type: "string" },
|
||
"tcvdb-username": { type: "string" },
|
||
"tcvdb-api-key": { type: "string" },
|
||
"tcvdb-api-key-env": { type: "string" },
|
||
"tcvdb-database": { type: "string" },
|
||
"tcvdb-alias": { type: "string" },
|
||
"tcvdb-embedding-model": { type: "string" },
|
||
"tcvdb-timeout-ms": { type: "string" },
|
||
"tcvdb-ca-pem": { type: "string" },
|
||
},
|
||
});
|
||
|
||
if (values.help) {
|
||
printUsageAndExit();
|
||
}
|
||
|
||
const pluginDataDir = path.resolve(getRequiredString(values, "plugin-data-dir"));
|
||
const sqlitePath = path.resolve(
|
||
getOptionalString(values, "sqlite-path") ?? path.join(pluginDataDir, "vectors.db"),
|
||
);
|
||
const summaryJsonPath = getOptionalString(values, "summary-json-path");
|
||
|
||
return {
|
||
pluginDataDir,
|
||
sqlitePath,
|
||
openclawConfigPath: path.resolve(getRequiredString(values, "openclaw-config-path")),
|
||
pluginId: getOptionalString(values, "plugin-id") ?? DEFAULT_MIGRATION_PLUGIN_ID,
|
||
layers: parseLayers(getOptionalString(values, "layers")),
|
||
applyConfig: resolveBooleanOption(values, "apply-config", true),
|
||
configBackup: resolveBooleanOption(values, "config-backup", true),
|
||
rewriteManifest: resolveBooleanOption(values, "rewrite-manifest", true),
|
||
failIfTargetNonempty: resolveBooleanOption(values, "fail-if-target-nonempty", true),
|
||
verifyCounts: resolveBooleanOption(values, "verify-counts", true),
|
||
dryRun: resolveBooleanOption(values, "dry-run", false),
|
||
yes: resolveBooleanOption(values, "yes", false),
|
||
bm25Enabled: resolveBooleanOption(values, "bm25-enabled", true),
|
||
bm25Language: parseBm25Language(getOptionalString(values, "bm25-language")),
|
||
summaryJsonPath: summaryJsonPath ? path.resolve(summaryJsonPath) : undefined,
|
||
jobId: getOptionalString(values, "job-id"),
|
||
tcvdb: {
|
||
url: getRequiredString(values, "tcvdb-url"),
|
||
username: getRequiredString(values, "tcvdb-username"),
|
||
apiKey: resolveTcvdbApiKey(values),
|
||
database: getRequiredString(values, "tcvdb-database"),
|
||
alias: getOptionalString(values, "tcvdb-alias") ?? "",
|
||
embeddingModel: getRequiredString(values, "tcvdb-embedding-model"),
|
||
timeout: parseTimeout(getOptionalString(values, "tcvdb-timeout-ms")),
|
||
caPemPath: getOptionalString(values, "tcvdb-ca-pem"),
|
||
},
|
||
};
|
||
}
|
||
|
||
export async function collectMigrationPreflight(
|
||
options: ResolvedMigrationCliOptions,
|
||
): Promise<MigrationPreflightSummary> {
|
||
// ── 优雅处理"数据目录 / sqlite 不存在"的场景 ──
|
||
// 如果源数据路径不存在（全新部署、尚未有任何 capture），不报错——
|
||
// 返回"全零"summary，让调用方判断是否跳过迁移。
|
||
const dirExists = await fs.stat(options.pluginDataDir).then(s => s.isDirectory()).catch(() => false);
|
||
if (!dirExists) {
|
||
log(`plugin data directory 不存在，无需迁移: ${options.pluginDataDir}`);
|
||
return buildEmptySummary(options);
|
||
}
|
||
const sqliteExists = await fs.access(options.sqlitePath).then(() => true).catch(() => false);
|
||
if (!sqliteExists) {
|
||
log(`sqlite database 不存在，无需迁移: ${options.sqlitePath}`);
|
||
return buildEmptySummary(options);
|
||
}
|
||
await ensureReadablePath(options.openclawConfigPath, "OpenClaw config file");
|
||
|
||
const store = new VectorStore(options.sqlitePath, 0);
|
||
const initResult = store.init();
|
||
if (store.isDegraded()) {
|
||
store.close();
|
||
throw new Error(`Failed to open sqlite store for migration preflight: ${initResult.reason ?? "unknown error"}`);
|
||
}
|
||
|
||
try {
|
||
const [profiles, manifest] = await Promise.all([
|
||
listLocalProfiles(options.pluginDataDir),
|
||
Promise.resolve(readManifest(options.pluginDataDir)),
|
||
]);
|
||
|
||
return {
|
||
pluginId: options.pluginId,
|
||
dryRun: options.dryRun,
|
||
layers: options.layers,
|
||
paths: {
|
||
pluginDataDir: options.pluginDataDir,
|
||
sqlitePath: options.sqlitePath,
|
||
openclawConfigPath: options.openclawConfigPath,
|
||
},
|
||
source: {
|
||
l0Count: store.countL0(),
|
||
l1Count: store.countL1(),
|
||
profileCount: profiles.length,
|
||
manifestExists: manifest !== null,
|
||
manifestStoreType: manifest?.store.type ?? null,
|
||
},
|
||
target: {
|
||
url: options.tcvdb.url,
|
||
username: options.tcvdb.username,
|
||
database: options.tcvdb.database,
|
||
alias: options.tcvdb.alias,
|
||
embeddingModel: options.tcvdb.embeddingModel,
|
||
timeout: options.tcvdb.timeout,
|
||
bm25Enabled: options.bm25Enabled,
|
||
bm25Language: options.bm25Language,
|
||
},
|
||
options: {
|
||
applyConfig: options.applyConfig,
|
||
configBackup: options.configBackup,
|
||
rewriteManifest: options.rewriteManifest,
|
||
failIfTargetNonempty: options.failIfTargetNonempty,
|
||
verifyCounts: options.verifyCounts,
|
||
yes: options.yes,
|
||
},
|
||
};
|
||
} finally {
|
||
store.close();
|
||
}
|
||
}
|
||
|
||
export async function runMigrationCli(
|
||
argv: string[],
|
||
deps: RunMigrationCliDeps = {},
|
||
): Promise<MigrationPreflightSummary> {
|
||
const options = resolveMigrationCliOptions(argv);
|
||
log("开始预检...");
|
||
const summary = await collectMigrationPreflight(options);
|
||
log(`预检完成: 源数据 L1=${summary.source.l1Count}, L0=${summary.source.l0Count}, Profiles=${summary.source.profileCount}`);
|
||
log(`目标: ${summary.target.url} / ${summary.target.database}`);
|
||
|
||
const hasSourceData = summary.source.l0Count > 0 || summary.source.l1Count > 0 || summary.source.profileCount > 0;
|
||
|
||
if (!hasSourceData) {
|
||
log("源数据为空，跳过数据迁移。");
|
||
}
|
||
|
||
if (options.dryRun) {
|
||
log("预检模式 (dry-run)，不执行写入");
|
||
await writeSummaryJson(options.summaryJsonPath, summary);
|
||
return summary;
|
||
}
|
||
|
||
const createTargetStore = deps.createTargetStore ?? createTargetStoreDefault;
|
||
const writeMigrationPluginConfig = deps.writeMigrationPluginConfig ?? writeMigrationPluginConfigDefault;
|
||
const rewriteMigrationManifest = deps.rewriteMigrationManifest ?? (async (params) =>
|
||
await rewriteMigrationManifestDefault(params));
|
||
|
||
const migration = {
|
||
l1Migrated: 0,
|
||
l0Migrated: 0,
|
||
profileMigrated: 0,
|
||
targetL1Count: 0,
|
||
targetL0Count: 0,
|
||
targetProfileCount: 0,
|
||
configWritten: false,
|
||
manifestWritten: false,
|
||
manifestBackupPath: undefined as string | undefined,
|
||
};
|
||
|
||
if (hasSourceData) {
|
||
log("打开 SQLite 源库...");
|
||
const sourceStore = new VectorStore(options.sqlitePath, 0);
|
||
const sourceInitResult = sourceStore.init();
|
||
if (sourceStore.isDegraded()) {
|
||
sourceStore.close();
|
||
throw new Error(`Failed to reopen sqlite source store: ${sourceInitResult.reason ?? "unknown error"}`);
|
||
}
|
||
|
||
log("初始化目标库...");
|
||
const targetStore = createTargetStore(options);
|
||
|
||
try {
|
||
await Promise.resolve(targetStore.init());
|
||
if (targetStore.isDegraded()) {
|
||
throw new Error("Target store entered degraded mode during initialization");
|
||
}
|
||
|
||
await ensureTargetIsEmpty(options, targetStore);
|
||
|
||
const pageSize = DEFAULT_MIGRATION_PAGE_SIZE;
|
||
log(`分页大小: ${pageSize} 条/批`);
|
||
|
||
migration.l1Migrated = options.layers.includes("l1") ? await migrateL1Records(sourceStore, targetStore, pageSize) : 0;
|
||
migration.l0Migrated = options.layers.includes("l0") ? await migrateL0Records(sourceStore, targetStore, pageSize) : 0;
|
||
migration.profileMigrated = options.layers.includes("l2") || options.layers.includes("l3")
|
||
? await migrateProfiles(options.pluginDataDir, targetStore)
|
||
: 0;
|
||
|
||
const verifyDelayMs = deps.verifyDelayMs ?? 10_000;
|
||
|
||
const verifiedCounts = options.verifyCounts
|
||
? await verifyMigratedCounts(summary, targetStore, verifyDelayMs)
|
||
: {
|
||
l1Count: await Promise.resolve(targetStore.countL1()),
|
||
l0Count: await Promise.resolve(targetStore.countL0()),
|
||
profileCount: targetStore.pullProfiles ? (await targetStore.pullProfiles()).length : 0,
|
||
};
|
||
|
||
migration.targetL1Count = verifiedCounts.l1Count;
|
||
migration.targetL0Count = verifiedCounts.l0Count;
|
||
migration.targetProfileCount = verifiedCounts.profileCount;
|
||
} finally {
|
||
sourceStore.close();
|
||
targetStore.close();
|
||
}
|
||
}
|
||
|
||
if (options.applyConfig) {
|
||
log(`写入配置到 ${options.openclawConfigPath} ...`);
|
||
await writeMigrationPluginConfig({
|
||
configPath: options.openclawConfigPath,
|
||
pluginId: options.pluginId,
|
||
tcvdb: {
|
||
url: options.tcvdb.url,
|
||
username: options.tcvdb.username,
|
||
apiKey: options.tcvdb.apiKey,
|
||
database: options.tcvdb.database,
|
||
alias: options.tcvdb.alias,
|
||
embeddingModel: options.tcvdb.embeddingModel,
|
||
timeout: options.tcvdb.timeout,
|
||
},
|
||
bm25: {
|
||
enabled: options.bm25Enabled,
|
||
language: options.bm25Language,
|
||
},
|
||
});
|
||
migration.configWritten = true;
|
||
log("配置写入完成");
|
||
}
|
||
|
||
if (options.rewriteManifest) {
|
||
log("更新 manifest...");
|
||
const manifestResult = await rewriteMigrationManifest({
|
||
dataDir: options.pluginDataDir,
|
||
tcvdbUrl: options.tcvdb.url,
|
||
tcvdbDatabase: options.tcvdb.database,
|
||
tcvdbAlias: options.tcvdb.alias || undefined,
|
||
});
|
||
migration.manifestWritten = manifestResult.created || manifestResult.updated;
|
||
migration.manifestBackupPath = manifestResult.backupPath;
|
||
log(`Manifest ${manifestResult.created ? "创建" : "更新"}完成${manifestResult.backupPath ? `，备份: ${manifestResult.backupPath}` : ""}`);
|
||
}
|
||
|
||
summary.migration = {
|
||
l1Migrated: migration.l1Migrated,
|
||
l0Migrated: migration.l0Migrated,
|
||
profileMigrated: migration.profileMigrated,
|
||
targetL1Count: migration.targetL1Count,
|
||
targetL0Count: migration.targetL0Count,
|
||
targetProfileCount: migration.targetProfileCount,
|
||
configWritten: migration.configWritten,
|
||
manifestWritten: migration.manifestWritten,
|
||
manifestBackupPath: migration.manifestBackupPath,
|
||
};
|
||
|
||
await writeSummaryJson(options.summaryJsonPath, summary);
|
||
log("迁移全部完成!");
|
||
return summary;
|
||
}
|