search.js 21 KB

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  1. /**
  2. * Search
  3. */
  4. const elasticsearch = require('elasticsearch');
  5. const debug = require('debug')('growi:lib:search');
  6. const logger = require('@alias/logger')('growi:lib:search');
  7. function SearchClient(crowi, esUri) {
  8. this.DEFAULT_OFFSET = 0;
  9. this.DEFAULT_LIMIT = 50;
  10. this.esNodeName = '-';
  11. this.esNodeNames = [];
  12. this.esVersion = 'unknown';
  13. this.esVersions = [];
  14. this.esPlugin = [];
  15. this.esPlugins = [];
  16. this.esUri = esUri;
  17. this.crowi = crowi;
  18. this.searchEvent = crowi.event('search');
  19. // In Elasticsearch RegExp, we don't need to used ^ and $.
  20. // Ref: https://www.elastic.co/guide/en/elasticsearch/reference/5.6/query-dsl-regexp-query.html#_standard_operators
  21. this.queries = {
  22. PORTAL: {
  23. regexp: {
  24. 'path.raw': '.*/',
  25. },
  26. },
  27. PUBLIC: {
  28. regexp: {
  29. 'path.raw': '.*[^/]',
  30. },
  31. },
  32. USER: {
  33. prefix: {
  34. 'path.raw': '/user/',
  35. },
  36. },
  37. };
  38. const uri = this.parseUri(this.esUri);
  39. this.host = uri.host;
  40. this.indexName = uri.indexName;
  41. this.client = new elasticsearch.Client({
  42. host: this.host,
  43. requestTimeout: 5000,
  44. // log: 'debug',
  45. });
  46. this.registerUpdateEvent();
  47. this.mappingFile = crowi.resourceDir + 'search/mappings.json';
  48. }
  49. SearchClient.prototype.getInfo = function() {
  50. return this.client.info({});
  51. };
  52. SearchClient.prototype.checkESVersion = async function() {
  53. try {
  54. const nodes = await this.client.nodes.info();
  55. if (!nodes._nodes || !nodes.nodes) {
  56. throw new Error('no nodes info');
  57. }
  58. for (const [nodeName, nodeInfo] of Object.entries(nodes.nodes)) {
  59. this.esNodeName = nodeName;
  60. this.esNodeNames.push(nodeName);
  61. this.esVersion = nodeInfo.version;
  62. this.esVersions.push(nodeInfo.version);
  63. this.esPlugin = nodeInfo.plugins;
  64. this.esPlugins.push(nodeInfo.plugins);
  65. }
  66. }
  67. catch (error) {
  68. logger.error('es check version error:', error);
  69. }
  70. };
  71. SearchClient.prototype.registerUpdateEvent = function() {
  72. const pageEvent = this.crowi.event('page');
  73. pageEvent.on('create', this.syncPageCreated.bind(this));
  74. pageEvent.on('update', this.syncPageUpdated.bind(this));
  75. pageEvent.on('delete', this.syncPageDeleted.bind(this));
  76. const bookmarkEvent = this.crowi.event('bookmark');
  77. bookmarkEvent.on('create', this.syncBookmarkChanged.bind(this));
  78. bookmarkEvent.on('delete', this.syncBookmarkChanged.bind(this));
  79. };
  80. SearchClient.prototype.shouldIndexed = function(page) {
  81. return (page.redirectTo == null);
  82. };
  83. // BONSAI_URL is following format:
  84. // => https://{ID}:{PASSWORD}@{HOST}
  85. SearchClient.prototype.parseUri = function(uri) {
  86. let indexName = 'crowi';
  87. let host = uri;
  88. let m;
  89. if ((m = uri.match(/^(https?:\/\/[^/]+)\/(.+)$/))) {
  90. host = m[1];
  91. indexName = m[2];
  92. }
  93. return {
  94. host,
  95. indexName,
  96. };
  97. };
  98. SearchClient.prototype.buildIndex = function(uri) {
  99. return this.client.indices.create({
  100. index: this.indexName,
  101. body: require(this.mappingFile),
  102. });
  103. };
  104. SearchClient.prototype.deleteIndex = function(uri) {
  105. return this.client.indices.delete({
  106. index: this.indexName,
  107. });
  108. };
  109. /**
  110. * generate object that is related to page.grant*
  111. */
  112. function generateDocContentsRelatedToRestriction(page) {
  113. let grantedUserIds = null;
  114. if (page.grantedUsers != null && page.grantedUsers.length > 0) {
  115. grantedUserIds = page.grantedUsers.map(user => {
  116. const userId = (user._id == null) ? user : user._id;
  117. return userId.toString();
  118. });
  119. }
  120. let grantedGroupId = null;
  121. if (page.grantedGroup != null) {
  122. const groupId = (page.grantedGroup._id == null) ? page.grantedGroup : page.grantedGroup._id;
  123. grantedGroupId = groupId.toString();
  124. }
  125. return {
  126. grant: page.grant,
  127. granted_users: grantedUserIds,
  128. granted_group: grantedGroupId,
  129. };
  130. }
  131. SearchClient.prototype.prepareBodyForUpdate = function(body, page) {
  132. if (!Array.isArray(body)) {
  133. throw new Error('Body must be an array.');
  134. }
  135. let command = {
  136. update: {
  137. _index: this.indexName,
  138. _type: 'pages',
  139. _id: page._id.toString(),
  140. },
  141. };
  142. let document = {
  143. path: page.path,
  144. body: page.revision.body,
  145. comment_count: page.commentCount,
  146. bookmark_count: page.bookmarkCount || 0,
  147. like_count: page.liker.length || 0,
  148. updated_at: page.updatedAt,
  149. };
  150. document = Object.assign(document, generateDocContentsRelatedToRestriction(page));
  151. body.push(command);
  152. body.push({
  153. doc: document,
  154. doc_as_upsert: true,
  155. });
  156. };
  157. SearchClient.prototype.prepareBodyForCreate = function(body, page) {
  158. if (!Array.isArray(body)) {
  159. throw new Error('Body must be an array.');
  160. }
  161. let command = {
  162. index: {
  163. _index: this.indexName,
  164. _type: 'pages',
  165. _id: page._id.toString(),
  166. },
  167. };
  168. const bookmarkCount = page.bookmarkCount || 0;
  169. let document = {
  170. path: page.path,
  171. body: page.revision.body,
  172. username: page.creator.username,
  173. comment_count: page.commentCount,
  174. bookmark_count: bookmarkCount,
  175. like_count: page.liker.length || 0,
  176. created_at: page.createdAt,
  177. updated_at: page.updatedAt,
  178. };
  179. document = Object.assign(document, generateDocContentsRelatedToRestriction(page));
  180. body.push(command);
  181. body.push(document);
  182. };
  183. SearchClient.prototype.prepareBodyForDelete = function(body, page) {
  184. if (!Array.isArray(body)) {
  185. throw new Error('Body must be an array.');
  186. }
  187. let command = {
  188. delete: {
  189. _index: this.indexName,
  190. _type: 'pages',
  191. _id: page._id.toString(),
  192. },
  193. };
  194. body.push(command);
  195. };
  196. SearchClient.prototype.addPages = async function(pages) {
  197. const Bookmark = this.crowi.model('Bookmark');
  198. const body = [];
  199. for (const page of pages) {
  200. page.bookmarkCount = await Bookmark.countByPageId(page._id);
  201. this.prepareBodyForCreate(body, page);
  202. }
  203. logger.debug('addPages(): Sending Request to ES', body);
  204. return this.client.bulk({
  205. body: body,
  206. });
  207. };
  208. SearchClient.prototype.updatePages = function(pages) {
  209. let self = this;
  210. let body = [];
  211. pages.map(function(page) {
  212. self.prepareBodyForUpdate(body, page);
  213. });
  214. logger.debug('updatePages(): Sending Request to ES', body);
  215. return this.client.bulk({
  216. body: body,
  217. });
  218. };
  219. SearchClient.prototype.deletePages = function(pages) {
  220. let self = this;
  221. let body = [];
  222. pages.map(function(page) {
  223. self.prepareBodyForDelete(body, page);
  224. });
  225. logger.debug('deletePages(): Sending Request to ES', body);
  226. return this.client.bulk({
  227. body: body,
  228. });
  229. };
  230. SearchClient.prototype.addAllPages = async function() {
  231. const self = this;
  232. const Page = this.crowi.model('Page');
  233. const allPageCount = await Page.allPageCount();
  234. const Bookmark = this.crowi.model('Bookmark');
  235. const cursor = Page.getStreamOfFindAll();
  236. let body = [];
  237. let sent = 0;
  238. let skipped = 0;
  239. let total = 0;
  240. return new Promise((resolve, reject) => {
  241. const bulkSend = body => {
  242. self.client
  243. .bulk({
  244. body: body,
  245. requestTimeout: Infinity,
  246. })
  247. .then(res => {
  248. logger.info('addAllPages add anyway (items, errors, took): ', (res.items || []).length, res.errors, res.took, 'ms');
  249. })
  250. .catch(err => {
  251. logger.error('addAllPages error on add anyway: ', err);
  252. });
  253. };
  254. cursor
  255. .eachAsync(async doc => {
  256. if (!doc.creator || !doc.revision || !self.shouldIndexed(doc)) {
  257. // debug('Skipped', doc.path);
  258. skipped++;
  259. return;
  260. }
  261. total++;
  262. const bookmarkCount = await Bookmark.countByPageId(doc._id);
  263. const page = { ...doc, bookmarkCount };
  264. self.prepareBodyForCreate(body, page);
  265. if (body.length >= 4000) {
  266. // send each 2000 docs. (body has 2 elements for each data)
  267. sent++;
  268. logger.debug('Sending request (seq, total, skipped)', sent, total, skipped);
  269. bulkSend(body);
  270. this.searchEvent.emit('addPageProgress', allPageCount, total, skipped);
  271. body = [];
  272. }
  273. })
  274. .then(() => {
  275. // send all remaining data on body[]
  276. logger.debug('Sending last body of bulk operation:', body.length);
  277. bulkSend(body);
  278. this.searchEvent.emit('finishAddPage', allPageCount, total, skipped);
  279. resolve();
  280. })
  281. .catch(e => {
  282. logger.error('Error wile iterating cursor.eachAsync()', e);
  283. reject(e);
  284. });
  285. });
  286. };
  287. /**
  288. * search returning type:
  289. * {
  290. * meta: { total: Integer, results: Integer},
  291. * data: [ pages ...],
  292. * }
  293. */
  294. SearchClient.prototype.search = async function(query) {
  295. // for debug
  296. if (process.env.NODE_ENV === 'development') {
  297. const result = await this.client.indices.validateQuery({
  298. explain: true,
  299. body: {
  300. query: query.body.query
  301. },
  302. });
  303. logger.debug('ES returns explanations: ', result.explanations);
  304. }
  305. const result = await this.client.search(query);
  306. // for debug
  307. logger.debug('ES result: ', result);
  308. return {
  309. meta: {
  310. took: result.took,
  311. total: result.hits.total,
  312. results: result.hits.hits.length,
  313. },
  314. data: result.hits.hits.map(function(elm) {
  315. return { _id: elm._id, _score: elm._score, _source: elm._source };
  316. }),
  317. };
  318. };
  319. SearchClient.prototype.createSearchQuerySortedByUpdatedAt = function(option) {
  320. // getting path by default is almost for debug
  321. let fields = ['path', 'bookmark_count'];
  322. if (option) {
  323. fields = option.fields || fields;
  324. }
  325. // default is only id field, sorted by updated_at
  326. let query = {
  327. index: this.indexName,
  328. type: 'pages',
  329. body: {
  330. sort: [{ updated_at: { order: 'desc' } }],
  331. query: {}, // query
  332. _source: fields,
  333. },
  334. };
  335. this.appendResultSize(query);
  336. return query;
  337. };
  338. SearchClient.prototype.createSearchQuerySortedByScore = function(option) {
  339. let fields = ['path', 'bookmark_count'];
  340. if (option) {
  341. fields = option.fields || fields;
  342. }
  343. // sort by score
  344. let query = {
  345. index: this.indexName,
  346. type: 'pages',
  347. body: {
  348. sort: [{ _score: { order: 'desc' } }],
  349. query: {}, // query
  350. _source: fields,
  351. },
  352. };
  353. this.appendResultSize(query);
  354. return query;
  355. };
  356. SearchClient.prototype.appendResultSize = function(query, from, size) {
  357. query.from = from || this.DEFAULT_OFFSET;
  358. query.size = size || this.DEFAULT_LIMIT;
  359. };
  360. SearchClient.prototype.initializeBoolQuery = function(query) {
  361. // query is created by createSearchQuerySortedByScore() or createSearchQuerySortedByUpdatedAt()
  362. if (!query.body.query.bool) {
  363. query.body.query.bool = {};
  364. }
  365. const isInitialized = query => !!query && Array.isArray(query);
  366. if (!isInitialized(query.body.query.bool.filter)) {
  367. query.body.query.bool.filter = [];
  368. }
  369. if (!isInitialized(query.body.query.bool.must)) {
  370. query.body.query.bool.must = [];
  371. }
  372. if (!isInitialized(query.body.query.bool.must_not)) {
  373. query.body.query.bool.must_not = [];
  374. }
  375. return query;
  376. };
  377. SearchClient.prototype.appendCriteriaForQueryString = function(query, queryString) {
  378. query = this.initializeBoolQuery(query);
  379. // parse
  380. let parsedKeywords = this.parseQueryString(queryString);
  381. if (parsedKeywords.match.length > 0) {
  382. const q = {
  383. multi_match: {
  384. query: parsedKeywords.match.join(' '),
  385. type: 'most_fields',
  386. fields: ['path.ja^5', 'path.en^5', 'body.ja', 'body.en'],
  387. },
  388. };
  389. query.body.query.bool.must.push(q);
  390. }
  391. if (parsedKeywords.not_match.length > 0) {
  392. const q = {
  393. multi_match: {
  394. query: parsedKeywords.not_match.join(' '),
  395. fields: ['path.ja', 'path.en', 'body.ja', 'body.en'],
  396. operator: 'or'
  397. },
  398. };
  399. query.body.query.bool.must_not.push(q);
  400. }
  401. if (parsedKeywords.phrase.length > 0) {
  402. let phraseQueries = [];
  403. parsedKeywords.phrase.forEach(function(phrase) {
  404. phraseQueries.push({
  405. multi_match: {
  406. query: phrase, // each phrase is quoteted words
  407. type: 'phrase',
  408. fields: [
  409. // Not use "*.ja" fields here, because we want to analyze (parse) search words
  410. 'path.raw^2',
  411. 'body',
  412. ],
  413. },
  414. });
  415. });
  416. query.body.query.bool.must.push(phraseQueries);
  417. }
  418. if (parsedKeywords.not_phrase.length > 0) {
  419. let notPhraseQueries = [];
  420. parsedKeywords.not_phrase.forEach(function(phrase) {
  421. notPhraseQueries.push({
  422. multi_match: {
  423. query: phrase, // each phrase is quoteted words
  424. type: 'phrase',
  425. fields: [
  426. // Not use "*.ja" fields here, because we want to analyze (parse) search words
  427. 'path.raw^2',
  428. 'body',
  429. ],
  430. },
  431. });
  432. });
  433. query.body.query.bool.must_not.push(notPhraseQueries);
  434. }
  435. if (parsedKeywords.prefix.length > 0) {
  436. const queries = parsedKeywords.prefix.map(path => {
  437. return { prefix: { 'path.raw': path } };
  438. });
  439. query.body.query.bool.filter.push({ bool: { should: queries } });
  440. }
  441. if (parsedKeywords.not_prefix.length > 0) {
  442. const queries = parsedKeywords.not_prefix.map(path => {
  443. return { prefix: { 'path.raw': path } };
  444. });
  445. query.body.query.bool.filter.push({ bool: { must_not: queries } });
  446. }
  447. };
  448. SearchClient.prototype.filterPagesByViewer = async function(query, user, userGroups) {
  449. const Config = this.crowi.model('Config');
  450. const config = this.crowi.getConfig();
  451. const showPagesRestrictedByOwner = !Config.hidePagesRestrictedByOwnerInList(config);
  452. const showPagesRestrictedByGroup = !Config.hidePagesRestrictedByGroupInList(config);
  453. query = this.initializeBoolQuery(query);
  454. const Page = this.crowi.model('Page');
  455. const { GRANT_PUBLIC, GRANT_RESTRICTED, GRANT_SPECIFIED, GRANT_OWNER, GRANT_USER_GROUP } = Page;
  456. const grantConditions = [
  457. { term: { grant: GRANT_PUBLIC } },
  458. ];
  459. // ensure to hit to GRANT_RESTRICTED pages that the user specified at own
  460. if (user != null) {
  461. grantConditions.push(
  462. { bool: {
  463. must: [
  464. { term: { grant: GRANT_RESTRICTED } },
  465. { term: { granted_users: user._id.toString() } }
  466. ]
  467. } }
  468. );
  469. }
  470. if (showPagesRestrictedByOwner) {
  471. grantConditions.push(
  472. { term: { grant: GRANT_SPECIFIED } },
  473. { term: { grant: GRANT_OWNER } },
  474. );
  475. }
  476. else if (user != null) {
  477. grantConditions.push(
  478. { bool: {
  479. must: [
  480. { term: { grant: GRANT_SPECIFIED } },
  481. { term: { granted_users: user._id.toString() } }
  482. ]
  483. } },
  484. { bool: {
  485. must: [
  486. { term: { grant: GRANT_OWNER } },
  487. { term: { granted_users: user._id.toString() } }
  488. ]
  489. } },
  490. );
  491. }
  492. if (showPagesRestrictedByGroup) {
  493. grantConditions.push(
  494. { term: { grant: GRANT_USER_GROUP } },
  495. );
  496. }
  497. else if (userGroups != null && userGroups.length > 0) {
  498. const userGroupIds = userGroups.map(group => group._id.toString() );
  499. grantConditions.push(
  500. { bool: {
  501. must: [
  502. { term: { grant: GRANT_USER_GROUP } },
  503. { terms: { granted_group: userGroupIds } }
  504. ]
  505. } },
  506. );
  507. }
  508. query.body.query.bool.filter.push({ bool: { should: grantConditions } });
  509. };
  510. SearchClient.prototype.filterPortalPages = function(query) {
  511. query = this.initializeBoolQuery(query);
  512. query.body.query.bool.must_not.push(this.queries.USER);
  513. query.body.query.bool.filter.push(this.queries.PORTAL);
  514. };
  515. SearchClient.prototype.filterPublicPages = function(query) {
  516. query = this.initializeBoolQuery(query);
  517. query.body.query.bool.must_not.push(this.queries.USER);
  518. query.body.query.bool.filter.push(this.queries.PUBLIC);
  519. };
  520. SearchClient.prototype.filterUserPages = function(query) {
  521. query = this.initializeBoolQuery(query);
  522. query.body.query.bool.filter.push(this.queries.USER);
  523. };
  524. SearchClient.prototype.filterPagesByType = function(query, type) {
  525. const Page = this.crowi.model('Page');
  526. switch (type) {
  527. case Page.TYPE_PORTAL:
  528. return this.filterPortalPages(query);
  529. case Page.TYPE_PUBLIC:
  530. return this.filterPublicPages(query);
  531. case Page.TYPE_USER:
  532. return this.filterUserPages(query);
  533. default:
  534. return query;
  535. }
  536. };
  537. SearchClient.prototype.appendFunctionScore = function(query, queryString) {
  538. const User = this.crowi.model('User');
  539. const count = User.count({}) || 1;
  540. const minScore = queryString.length * 0.1 - 1; // increase with length
  541. logger.debug('min_score: ', minScore);
  542. query.body.query = {
  543. function_score: {
  544. query: { ...query.body.query },
  545. //// disable min_score -- 2019.02.28 Yuki Takei
  546. //// more precise adjustment is needed...
  547. // min_score: minScore,
  548. field_value_factor: {
  549. field: 'bookmark_count',
  550. modifier: 'log1p',
  551. factor: 10000 / count,
  552. missing: 0,
  553. },
  554. boost_mode: 'sum',
  555. },
  556. };
  557. };
  558. SearchClient.prototype.searchKeyword = async function(queryString, user, userGroups, option) {
  559. const from = option.offset || null;
  560. const size = option.limit || null;
  561. const type = option.type || null;
  562. const query = this.createSearchQuerySortedByScore();
  563. this.appendCriteriaForQueryString(query, queryString);
  564. this.filterPagesByType(query, type);
  565. await this.filterPagesByViewer(query, user, userGroups);
  566. this.appendResultSize(query, from, size);
  567. this.appendFunctionScore(query, queryString);
  568. return this.search(query);
  569. };
  570. SearchClient.prototype.parseQueryString = function(queryString) {
  571. let matchWords = [];
  572. let notMatchWords = [];
  573. let phraseWords = [];
  574. let notPhraseWords = [];
  575. let prefixPaths = [];
  576. let notPrefixPaths = [];
  577. queryString.trim();
  578. queryString = queryString.replace(/\s+/g, ' ');
  579. // First: Parse phrase keywords
  580. let phraseRegExp = new RegExp(/(-?"[^"]+")/g);
  581. let phrases = queryString.match(phraseRegExp);
  582. if (phrases !== null) {
  583. queryString = queryString.replace(phraseRegExp, '');
  584. phrases.forEach(function(phrase) {
  585. phrase.trim();
  586. if (phrase.match(/^-/)) {
  587. notPhraseWords.push(phrase.replace(/^-/, ''));
  588. }
  589. else {
  590. phraseWords.push(phrase);
  591. }
  592. });
  593. }
  594. // Second: Parse other keywords (include minus keywords)
  595. queryString.split(' ').forEach(function(word) {
  596. if (word === '') {
  597. return;
  598. }
  599. // https://regex101.com/r/lN4LIV/1
  600. const matchNegative = word.match(/^-(prefix:)?(.+)$/);
  601. // https://regex101.com/r/gVssZe/1
  602. const matchPositive = word.match(/^(prefix:)?(.+)$/);
  603. if (matchNegative != null) {
  604. const isPrefixCondition = (matchNegative[1] != null);
  605. if (isPrefixCondition) {
  606. notPrefixPaths.push(matchNegative[2]);
  607. }
  608. else {
  609. notMatchWords.push(matchNegative[2]);
  610. }
  611. }
  612. else if (matchPositive != null) {
  613. const isPrefixCondition = (matchPositive[1] != null);
  614. if (isPrefixCondition) {
  615. prefixPaths.push(matchPositive[2]);
  616. }
  617. else {
  618. matchWords.push(matchPositive[2]);
  619. }
  620. }
  621. });
  622. return {
  623. match: matchWords,
  624. not_match: notMatchWords,
  625. phrase: phraseWords,
  626. not_phrase: notPhraseWords,
  627. prefix: prefixPaths,
  628. not_prefix: notPrefixPaths,
  629. };
  630. };
  631. SearchClient.prototype.syncPageCreated = function(page, user, bookmarkCount = 0) {
  632. debug('SearchClient.syncPageCreated', page.path);
  633. if (!this.shouldIndexed(page)) {
  634. return;
  635. }
  636. page.bookmarkCount = bookmarkCount;
  637. this.addPages([page])
  638. .then(function(res) {
  639. debug('ES Response', res);
  640. })
  641. .catch(function(err) {
  642. logger.error('ES Error', err);
  643. });
  644. };
  645. SearchClient.prototype.syncPageUpdated = function(page, user, bookmarkCount = 0) {
  646. debug('SearchClient.syncPageUpdated', page.path);
  647. // TODO delete
  648. if (!this.shouldIndexed(page)) {
  649. this.deletePages([page])
  650. .then(function(res) {
  651. debug('deletePages: ES Response', res);
  652. })
  653. .catch(function(err) {
  654. logger.error('deletePages:ES Error', err);
  655. });
  656. return;
  657. }
  658. page.bookmarkCount = bookmarkCount;
  659. this.updatePages([page])
  660. .then(function(res) {
  661. debug('ES Response', res);
  662. })
  663. .catch(function(err) {
  664. logger.error('ES Error', err);
  665. });
  666. };
  667. SearchClient.prototype.syncPageDeleted = function(page, user) {
  668. debug('SearchClient.syncPageDeleted', page.path);
  669. this.deletePages([page])
  670. .then(function(res) {
  671. debug('deletePages: ES Response', res);
  672. })
  673. .catch(function(err) {
  674. logger.error('deletePages:ES Error', err);
  675. });
  676. };
  677. SearchClient.prototype.syncBookmarkChanged = async function(pageId) {
  678. const Page = this.crowi.model('Page');
  679. const Bookmark = this.crowi.model('Bookmark');
  680. const page = await Page.findById(pageId);
  681. const bookmarkCount = await Bookmark.countByPageId(pageId);
  682. page.bookmarkCount = bookmarkCount;
  683. this.updatePages([page])
  684. .then(res => debug('ES Response', res))
  685. .catch(err => logger.error('ES Error', err));
  686. };
  687. module.exports = SearchClient;