import { ensureSchema, getRawDb } from "./mvp-db"; import { resolveCollectionMcpConfig, resolveProfileDetailsFromMcp, resolveXhsPublicAccountDetails, type CollectionMcpBindings, } from "./mcp-collection-client"; import { getRuntimeEnv } from "./runtime-env"; import { mergeCooperationSources, normalizeProfileUrl, resourceImportMissingFields, resourcePlatformUid, type ResourceImportRow, } from "./resource-import"; export type AccountRow = { id: string; platform: string; platform_uid: string; public_account_id: string; nickname: string; profile_url: string; ip_location: string; followers: number; gender: string; bio: string; tags: string; cooperation_source: string; }; export type AnalyzedRow = ResourceImportRow & { action: "create" | "update" | "error"; accountId: string; platformUid: string; cooperationSource: string; }; export const RESOURCE_IMPORT_SYNC_ENRICH_ROWS = 100; const RESOURCE_IMPORT_DB_BATCH_SIZE = 100; export function identityKey(platform: string, value: string) { return `${platform.trim().toLocaleLowerCase("zh-CN")}|${value .trim() .toLocaleLowerCase("zh-CN")}`; } export async function loadAccounts() { await ensureSchema(); return getRawDb() .prepare( `SELECT id, platform, platform_uid, public_account_id, nickname, profile_url, ip_location, followers, gender, bio, tags, cooperation_source FROM accounts`, ) .all(); } async function mapConcurrent( items: T[], limit: number, worker: (item: T) => Promise, ) { const results = new Array(items.length); let cursor = 0; await Promise.all( Array.from({ length: Math.min(limit, items.length) }, async () => { while (cursor < items.length) { const index = cursor; cursor += 1; results[index] = await worker(items[index]); } }), ); return results; } export function mergeExistingFields( rows: ResourceImportRow[], accounts: AccountRow[], ) { const existingByProfile = new Map(); for (const account of accounts) { const profileUrl = normalizeProfileUrl(account.profile_url || ""); if (profileUrl) { existingByProfile.set(identityKey(account.platform, profileUrl), account); } } return rows.map((row) => { if ( row.errors.length > 0 || !row.profileUrl || !["小红书", "抖音"].includes(row.platform) ) { return row; } const existing = existingByProfile.get(identityKey(row.platform, row.profileUrl)); const existingNickname = existing?.nickname && existing.nickname !== "待识别账号" ? existing.nickname : ""; const existingIpLocation = existing?.ip_location && existing.ip_location !== "待识别" ? existing.ip_location : ""; const existingGender: ResourceImportRow["gender"] = existing?.gender === "男" || existing?.gender === "女" ? existing.gender : ""; return { ...row, nickname: row.nickname || existingNickname, publicAccountId: row.publicAccountId || existing?.public_account_id || "", ipLocation: row.ipLocation || existingIpLocation, followers: row.followersResolved ? row.followers : Number(existing?.followers || 0), followersResolved: row.followersResolved || Number(existing?.followers || 0) > 0, gender: row.gender || existingGender, bio: row.bio || existing?.bio || "", tags: row.tags.length > 0 ? row.tags : (existing?.tags || "") .split(/[,,、;;|]/) .map((item) => item.trim()) .filter(Boolean) .slice(0, 5), }; }); } export async function enrichRows( rows: ResourceImportRow[], accounts: AccountRow[], ) { const mcpConfig = resolveCollectionMcpConfig( getRuntimeEnv() as unknown as CollectionMcpBindings, ); const baselineRows = mergeExistingFields(rows, accounts); return mapConcurrent(baselineRows, 4, async (baseline) => { const row = baseline; if ( row.errors.length > 0 || !row.profileUrl || !["小红书", "抖音"].includes(row.platform) ) { return row; } if (resourceImportMissingFields(baseline).length === 0) { return baseline; } let details: { nickname: string | null; redId: string | null; followers: number | null; ipLocation: string | null; gender: "" | "男" | "女"; bio: string; recentNoteTitles: string[]; providerTags: string[]; } = await resolveProfileDetailsFromMcp( row.profileUrl, row.platform === "抖音" ? "抖音" : "小红书", mcpConfig, ).catch(() => ({ nickname: null, redId: null, followers: null, ipLocation: null, gender: "" as const, bio: "", recentNoteTitles: [], providerTags: [], })); const mcpResult = { nickname: baseline.nickname || details.nickname?.trim() || "", publicAccountId: baseline.publicAccountId || details.redId?.trim() || "", ipLocation: baseline.ipLocation || details.ipLocation?.trim() || "", followersResolved: baseline.followersResolved || details.followers !== null, gender: baseline.gender || details.gender, bio: baseline.bio || details.bio, tags: baseline.tags, }; if ( row.platform === "小红书" && resourceImportMissingFields(mcpResult).length > 0 ) { const publicDetails = await resolveXhsPublicAccountDetails(row.profileUrl).catch( () => ({ nickname: null, redId: null, followers: null, ipLocation: null }), ); details = { ...details, nickname: details.nickname || publicDetails.nickname, redId: details.redId || publicDetails.redId, followers: details.followers ?? publicDetails.followers, ipLocation: details.ipLocation || publicDetails.ipLocation, }; } return { ...baseline, nickname: baseline.nickname || details.nickname?.trim() || "待识别账号", publicAccountId: baseline.publicAccountId || details.redId?.trim() || "", ipLocation: baseline.ipLocation || details.ipLocation?.trim() || "待识别", followers: baseline.followersResolved ? baseline.followers : (details.followers ?? 0), followersResolved: baseline.followersResolved || details.followers !== null, gender: baseline.gender || details.gender, bio: baseline.bio || details.bio, tags: baseline.tags, }; }); } export function analyzeRows( rows: ResourceImportRow[], accountRows: AccountRow[], ) { const profileMap = new Map(); const publicIdMap = new Map(); const platformUidMap = new Map(); for (const account of accountRows) { const profileUrl = normalizeProfileUrl(account.profile_url || ""); if (profileUrl) profileMap.set(identityKey(account.platform, profileUrl), account); if (account.public_account_id) { publicIdMap.set(identityKey(account.platform, account.public_account_id), account); } platformUidMap.set(identityKey(account.platform, account.platform_uid), account); } return rows.map((row) => { const platformUid = resourcePlatformUid(row); const profileMatch = row.profileUrl ? profileMap.get(identityKey(row.platform, row.profileUrl)) : undefined; const publicIdMatch = row.publicAccountId ? publicIdMap.get(identityKey(row.platform, row.publicAccountId)) : undefined; const uidMatch = platformUidMap.get(identityKey(row.platform, platformUid)); const matches = [profileMatch, publicIdMatch, uidMatch].filter( (account): account is AccountRow => Boolean(account), ); const matchedIds = [...new Set(matches.map((account) => account.id))]; const errors = [...row.errors]; if (matchedIds.length > 1) { errors.push("账号主页和账号ID匹配到不同的现有账号,请先核对"); } const existing = matchedIds.length === 1 ? matches[0] : undefined; const accountId = existing?.id ?? `account-${crypto.randomUUID().slice(0, 12)}`; const analyzed: AnalyzedRow = { ...row, errors, action: errors.length > 0 ? "error" : existing ? "update" : "create", accountId, platformUid: existing?.platform_uid ?? platformUid, cooperationSource: mergeCooperationSources( existing?.cooperation_source ?? "", row.cooperationSource, ), }; if (analyzed.action !== "error") { const virtual: AccountRow = { id: accountId, platform: row.platform, platform_uid: analyzed.platformUid, public_account_id: row.publicAccountId || existing?.public_account_id || "", nickname: row.nickname, profile_url: row.profileUrl || existing?.profile_url || "", ip_location: row.ipLocation || existing?.ip_location || "待识别", followers: row.followers || existing?.followers || 0, gender: row.gender || existing?.gender || "", bio: row.bio || existing?.bio || "", tags: (row.tags.length > 0 ? row.tags : (existing?.tags || "").split(/[,,、;;|]/).filter(Boolean) ).slice(0, 5).join(","), cooperation_source: analyzed.cooperationSource, }; if (row.profileUrl) profileMap.set(identityKey(row.platform, row.profileUrl), virtual); if (row.publicAccountId) { publicIdMap.set(identityKey(row.platform, row.publicAccountId), virtual); } platformUidMap.set(identityKey(row.platform, analyzed.platformUid), virtual); } return analyzed; }); } function statementForAnalyzedRow( db: ReturnType, row: AnalyzedRow, ) { return row.action === "update" ? db .prepare( `UPDATE accounts SET nickname = ?, public_account_id = CASE WHEN ? != '' THEN ? ELSE public_account_id END, profile_url = CASE WHEN ? != '' THEN ? ELSE profile_url END, ip_location = CASE WHEN ? != '' AND ? != '待识别' THEN ? ELSE ip_location END, followers = CASE WHEN ? = 1 THEN ? ELSE followers END, gender = CASE WHEN ? != '' THEN ? ELSE gender END, bio = CASE WHEN ? != '' THEN ? ELSE bio END, tags = CASE WHEN ? != '' THEN ? ELSE tags END, cooperation_source = ?, last_seen_at = CURRENT_TIMESTAMP WHERE id = ?`, ) .bind( row.nickname || "待识别账号", row.publicAccountId, row.publicAccountId, row.profileUrl, row.profileUrl, row.ipLocation, row.ipLocation, row.ipLocation, row.followersResolved ? 1 : 0, row.followers, row.gender, row.gender, row.bio, row.bio, row.tags.join(","), row.tags.join(","), row.cooperationSource, row.accountId, ) : db .prepare( `INSERT INTO accounts (id, platform, platform_uid, public_account_id, nickname, profile_url, ip_location, followers, post_count, avg_views, gender, bio, tags, cooperation_source) VALUES (?, ?, ?, ?, ?, ?, ?, ?, 0, 0, ?, ?, ?, ?)`, ) .bind( row.accountId, row.platform, row.platformUid, row.publicAccountId, row.nickname || "待识别账号", row.profileUrl, row.ipLocation || "待识别", row.followers, row.gender, row.bio, row.tags.join(","), row.cooperationSource, ); } export async function writeAnalyzedRows(rows: AnalyzedRow[]) { const db = getRawDb(); const statements = rows .filter((row) => row.action !== "error") .map((row) => statementForAnalyzedRow(db, row)); for (let index = 0; index < statements.length; index += RESOURCE_IMPORT_DB_BATCH_SIZE) { await db.batch(statements.slice(index, index + RESOURCE_IMPORT_DB_BATCH_SIZE)); } }