File size: 20,911 Bytes
12ba1bc
 
 
 
 
 
 
 
 
e6fdd87
12ba1bc
 
 
 
 
 
e6fdd87
12ba1bc
 
 
 
 
 
 
 
 
 
6ccf56b
e9f5be5
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
131375b
 
12ba1bc
 
 
 
 
1bf0568
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e9f5be5
12ba1bc
 
131375b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
845e441
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ec9f082
12ba1bc
 
b7d32b9
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
f4d0ead
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e6fdd87
 
 
 
 
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e6fdd87
12ba1bc
e6fdd87
 
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9399681
12ba1bc
 
6ccf56b
 
 
 
 
 
 
 
 
 
 
 
 
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
60e67db
 
12ba1bc
 
 
 
 
ec9f082
12ba1bc
 
 
 
 
 
 
 
60e67db
 
 
572cf91
60e67db
efa6d9e
60e67db
 
12ba1bc
 
60e67db
 
 
 
 
12ba1bc
 
 
 
 
 
ec9f082
12ba1bc
 
 
 
 
 
60e67db
 
 
 
 
 
 
 
 
 
ec9f082
60e67db
 
 
 
12ba1bc
 
 
 
 
 
 
 
 
 
 
b878432
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e9f5be5
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
01539b7
 
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e9f5be5
48cff2b
12ba1bc
 
 
 
48cff2b
12ba1bc
 
 
48cff2b
12ba1bc
 
 
 
48cff2b
12ba1bc
 
48cff2b
 
 
12ba1bc
 
48cff2b
 
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
131375b
12ba1bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
import { singleton } from 'tsyringe';
import {
    RPCHost, RPCReflection, assignMeta, RawString,
    ParamValidationError,
    assignTransferProtocolMeta,
} from 'civkit/civ-rpc';
import { marshalErrorLike } from 'civkit/lang';
import _ from 'lodash';

import { RateLimitControl, RateLimitDesc, RateLimitTriggeredError } from '../shared/services/rate-limit';

import { GlobalLogger } from '../services/logger';
import { AsyncLocalContext } from '../services/async-context';
import { Context, Ctx, Method, Param, RPCReflect } from '../services/registry';
import { OutputServerEventStream } from '../lib/transform-server-event-stream';
import { JinaEmbeddingsAuthDTO } from '../dto/jina-embeddings-auth';
import { InsufficientBalanceError } from '../services/errors';
import { WORLD_COUNTRIES, WORLD_LANGUAGES } from '../shared/3rd-party/serper-search';
import { GoogleSERP } from '../services/serp/google';
import { WebSearchEntry } from '../services/serp/compat';
import { CrawlerOptions } from '../dto/crawler-options';
import { ScrappingOptions } from '../services/serp/puppeteer';
import { objHashMd5B64Of } from 'civkit/hash';
import { SERPResult } from '../db/searched';
import { SerperBingSearchService, SerperGoogleSearchService } from '../services/serp/serper';
import type { JinaEmbeddingsTokenAccount } from '../shared/db/jina-embeddings-token-account';
import { LRUCache } from 'lru-cache';
import { API_CALL_STATUS } from '../shared/db/api-roll';
import { InternalJinaSerpService } from '../services/serp/internal';

const WORLD_COUNTRY_CODES = Object.keys(WORLD_COUNTRIES).map((x) => x.toLowerCase());

type RateLimitCache = {
    blockedUntil?: Date;
    user?: JinaEmbeddingsTokenAccount;
};

const indexProto = {
    toString: function (): string {
        return _(this)
            .toPairs()
            .map(([k, v]) => k ? `[${_.upperFirst(_.lowerCase(k))}] ${v}` : '')
            .value()
            .join('\n') + '\n';
    }
};

@singleton()
export class SerpHost extends RPCHost {
    logger = this.globalLogger.child({ service: this.constructor.name });

    cacheRetentionMs = 1000 * 3600 * 24 * 7;
    cacheValidMs = 1000 * 3600;
    pageCacheToleranceMs = 1000 * 3600 * 24;

    reasonableDelayMs = 15_000;

    targetResultCount = 5;

    highFreqKeyCache = new LRUCache<string, RateLimitCache>({
        max: 256,
        ttl: 60 * 60 * 1000,
        updateAgeOnGet: false,
        updateAgeOnHas: false,
    });

    batchedCaches: SERPResult[] = [];

    async getIndex(ctx: Context, auth?: JinaEmbeddingsAuthDTO) {
        const indexObject: Record<string, string | number | undefined> = Object.create(indexProto);
        Object.assign(indexObject, {
            usage1: 'https://r.jina.ai/YOUR_URL',
            usage2: 'https://s.jina.ai/YOUR_SEARCH_QUERY',
            usage3: `${ctx.origin}/?q=YOUR_SEARCH_QUERY`,
            homepage: 'https://jina.ai/reader',
        });

        if (auth && auth.user) {
            indexObject[''] = undefined;
            indexObject.authenticatedAs = `${auth.user.user_id} (${auth.user.full_name})`;
            indexObject.balanceLeft = auth.user.wallet.total_balance;
        } else {
            indexObject.note = 'Authentication is required to use this endpoint. Please provide a valid API key via Authorization header.';
        }

        return indexObject;
    }

    constructor(
        protected globalLogger: GlobalLogger,
        protected rateLimitControl: RateLimitControl,
        protected threadLocal: AsyncLocalContext,
        protected googleSerp: GoogleSERP,
        protected serperGoogle: SerperGoogleSearchService,
        protected serperBing: SerperBingSearchService,
        protected jinaSerp: InternalJinaSerpService,
    ) {
        super(...arguments);

        setInterval(() => {
            const thisBatch = this.batchedCaches;
            this.batchedCaches = [];
            if (!thisBatch.length) {
                return;
            }
            const batch = SERPResult.DB.batch();

            for (const x of thisBatch) {
                batch.set(SERPResult.COLLECTION.doc(), x.degradeForFireStore());
            }
            batch.commit()
                .then(() => {
                    this.logger.debug(`Saved ${thisBatch.length} caches by batch`);
                })
                .catch((err) => {
                    this.logger.warn(`Failed to cache search result in batch`, { err });
                });
        }, 1000 * 10 + Math.round(1000 * Math.random())).unref();
    }

    override async init() {
        await this.dependencyReady();

        this.emit('ready');
    }

    @Method({
        name: 'searchIndex',
        ext: {
            http: {
                action: ['get', 'post'],
                path: '/'
            }
        },
        tags: ['search'],
        returnType: [String, OutputServerEventStream, RawString],
    })
    @Method({
        ext: {
            http: {
                action: ['get', 'post'],
            }
        },
        tags: ['search'],
        returnType: [String, OutputServerEventStream, RawString],
    })
    async search(
        @RPCReflect() rpcReflect: RPCReflection,
        @Ctx() ctx: Context,
        crawlerOptions: CrawlerOptions,
        auth: JinaEmbeddingsAuthDTO,
        @Param('type', { type: new Set(['web', 'images', 'news']), default: 'web' })
        variant: 'web' | 'images' | 'news',
        @Param('q') q?: string,
        @Param('provider', { type: new Set(['google', 'bing']) })
        searchEngine?: 'google' | 'bing',
        @Param('num', { validate: (v: number) => v >= 0 && v <= 20 })
        num?: number,
        @Param('gl', { validate: (v: string) => WORLD_COUNTRY_CODES.includes(v?.toLowerCase()) }) gl?: string,
        @Param('hl', { validate: (v: string) => WORLD_LANGUAGES.some(l => l.code === v) }) _hl?: string,
        @Param('location') location?: string,
        @Param('page') page?: number,
        @Param('fallback') fallback?: boolean,
    ) {
        const authToken = auth.bearerToken;
        let highFreqKey: RateLimitCache | undefined;
        if (authToken && this.highFreqKeyCache.has(authToken)) {
            highFreqKey = this.highFreqKeyCache.get(authToken)!;
            auth.user = highFreqKey.user;
            auth.uid = highFreqKey.user?.user_id;
        }

        const uid = await auth.solveUID();
        if (!q) {
            if (ctx.path === '/') {
                const indexObject = await this.getIndex(ctx, auth);
                if (!ctx.accepts('text/plain') && (ctx.accepts('text/json') || ctx.accepts('application/json'))) {
                    return indexObject;
                }

                return assignTransferProtocolMeta(`${indexObject}`,
                    { contentType: 'text/plain; charset=utf-8', envelope: null }
                );
            }
            throw new ParamValidationError({
                path: 'q',
                message: `Required but not provided`
            });
        }
        // Return content by default
        const user = await auth.assertUser();
        if (!(user.wallet.total_balance > 0)) {
            throw new InsufficientBalanceError(`Account balance not enough to run this query, please recharge.`);
        }

        if (highFreqKey?.blockedUntil) {
            const now = new Date();
            const blockedTimeRemaining = (highFreqKey.blockedUntil.valueOf() - now.valueOf());
            if (blockedTimeRemaining > 0) {
                this.logger.warn(`Rate limit triggered for ${uid}, this request should have been blocked`);
                // throw RateLimitTriggeredError.from({
                //     message: `Per UID rate limit exceeded (async)`,
                //     retryAfter: Math.ceil(blockedTimeRemaining / 1000),
                // });
            }
        }

        const PREMIUM_KEY_LIMIT = 400;
        const rateLimitPolicy = auth.getRateLimits('SEARCH') || [
            parseInt(user.metadata?.speed_level) >= 2 ?
                RateLimitDesc.from({
                    occurrence: PREMIUM_KEY_LIMIT,
                    periodSeconds: 60
                }) :
                RateLimitDesc.from({
                    occurrence: 40,
                    periodSeconds: 60
                })
        ];

        const apiRollPromise = this.rateLimitControl.simpleRPCUidBasedLimit(
            rpcReflect, uid!, ['SEARCH'],
            ...rateLimitPolicy
        );

        if (!highFreqKey) {
            // Normal path
            await apiRollPromise;

            if (rateLimitPolicy.some(
                (x) => {
                    const rpm = x.occurrence / (x.periodSeconds / 60);
                    if (rpm >= PREMIUM_KEY_LIMIT) {
                        return true;
                    }

                    return false;
                })
            ) {
                this.highFreqKeyCache.set(auth.bearerToken!, {
                    user,
                });
            }
        } else {
            // High freq key path
            apiRollPromise.then(
                // Rate limit not triggered, make sure not blocking.
                () => {
                    delete highFreqKey.blockedUntil;
                },
                // Rate limit triggered
                (err) => {
                    if (!(err instanceof RateLimitTriggeredError)) {
                        return;
                    }
                    const now = Date.now();
                    let tgtDate;
                    if (err.retryAfterDate) {
                        tgtDate = err.retryAfterDate;
                    } else if (err.retryAfter) {
                        tgtDate = new Date(now + err.retryAfter * 1000);
                    }

                    if (tgtDate) {
                        const dt = tgtDate.valueOf() - now;
                        highFreqKey.blockedUntil = tgtDate;
                        setTimeout(() => {
                            if (highFreqKey.blockedUntil === tgtDate) {
                                delete highFreqKey.blockedUntil;
                            }
                        }, dt).unref();
                    }
                }
            ).finally(async () => {
                // Always asynchronously update user(wallet);
                const user = await auth.getBrief().catch(() => undefined);
                if (user) {
                    highFreqKey.user = user;
                }
            });
        }

        let chargeAmount = 0;
        rpcReflect.finally(async () => {
            if (chargeAmount) {
                auth.reportUsage(chargeAmount, `reader-search`).catch((err) => {
                    this.logger.warn(`Unable to report usage for ${uid}`, { err: marshalErrorLike(err) });
                });
                try {
                    const apiRoll = await apiRollPromise;
                    apiRoll.chargeAmount = chargeAmount;
                } catch (err) {
                    await this.rateLimitControl.record({
                        uid,
                        tags: [rpcReflect.name.toUpperCase()],
                        status: API_CALL_STATUS.SUCCESS,
                        chargeAmount,
                    }).save().catch((err) => {
                        this.logger.warn(`Failed to save rate limit record`, { err: marshalErrorLike(err) });
                    });
                }
            }
        });

        let chargeAmountScaler = 1;
        if (searchEngine === 'bing') {
            chargeAmountScaler = 3;
        }
        if (variant !== 'web') {
            chargeAmountScaler = 5;
        }

        let realQuery = q;
        let queryTerms = q.split(/\s+/g).filter((x) => !!x);

        let results = await this.cachedSearch(variant, {
            provider: searchEngine,
            q,
            num,
            gl,
            // hl,
            location,
            page,
        }, crawlerOptions);


        if (fallback && !results?.length && (!page || page === 1)) {
            let tryTimes = 1;
            const containsRTL = /[\u0600-\u06FF\u0750-\u077F\u08A0-\u08FF\uFB50-\uFDFF\uFE70-\uFEFF\u0590-\u05FF\uFB1D-\uFB4F\u0700-\u074F\u0780-\u07BF\u07C0-\u07FF]/.test(q);
            const lastResort = (containsRTL ? queryTerms.slice(queryTerms.length - 2) : queryTerms.slice(0, 2)).join(' ');
            const n = 4;
            let terms: string[] = [];
            while (tryTimes < n) {
                const delta = Math.ceil(queryTerms.length / n) * tryTimes;
                terms = containsRTL ? queryTerms.slice(delta) : queryTerms.slice(0, queryTerms.length - delta);
                const query = terms.join(' ');
                if (!query) {
                    break;
                }
                if (realQuery === query) {
                    continue;
                }
                tryTimes += 1;
                realQuery = query;
                this.logger.info(`Retrying search with fallback query: "${realQuery}"`);
                results = await this.cachedSearch(variant, {
                    provider: searchEngine,
                    q: realQuery,
                    num,
                    gl,
                    // hl,
                    location,
                }, crawlerOptions);
                if (results?.length) {
                    break;
                }
            }

            if (!results?.length && realQuery.length > lastResort.length) {
                realQuery = lastResort;
                this.logger.info(`Retrying search with fallback query: "${realQuery}"`);
                tryTimes += 1;
                results = await this.cachedSearch(variant, {
                    provider: searchEngine,
                    q: realQuery,
                    num,
                    gl,
                    // hl,
                    location,
                }, crawlerOptions);
            }

            chargeAmountScaler *= tryTimes;
        }

        if (!results?.length) {
            results = [];
        }

        const finalResults = results.map((x: any) => this.mapToFinalResults(x));

        await Promise.all(finalResults.map((x: any) => this.assignGeneralMixin(x)));

        chargeAmount = this.assignChargeAmount(finalResults, chargeAmountScaler);
        assignMeta(finalResults, {
            query: realQuery,
            fallback: realQuery === q ? undefined : realQuery,
        });

        return finalResults;
    }


    assignChargeAmount(items: unknown[], scaler: number) {
        const numCharge = Math.ceil(items.length / 10) * 10000 * scaler;
        assignMeta(items, { usage: { tokens: numCharge } });

        return numCharge;
    }

    async getFavicon(domain: string) {
        const url = `https://www.google.com/s2/favicons?sz=32&domain_url=${domain}`;

        try {
            const response = await fetch(url);
            if (!response.ok) {
                return '';
            }
            const ab = await response.arrayBuffer();
            const buffer = Buffer.from(ab);
            const base64 = buffer.toString('base64');
            return `data:image/png;base64,${base64}`;
        } catch (error: any) {
            this.logger.warn(`Failed to get favicon base64 string`, { err: marshalErrorLike(error) });
            return '';
        }
    }

    async configure(opts: CrawlerOptions) {
        const crawlOpts: ScrappingOptions = {
            proxyUrl: opts.proxyUrl,
            cookies: opts.setCookies,
            overrideUserAgent: opts.userAgent,
            timeoutMs: opts.timeout ? opts.timeout * 1000 : undefined,
            locale: opts.locale,
            referer: opts.referer,
            viewport: opts.viewport,
            proxyResources: (opts.proxyUrl || opts.proxy?.endsWith('+')) ? true : false,
            allocProxy: opts.proxy?.endsWith('+') ? opts.proxy.slice(0, -1) : opts.proxy,
        };

        if (opts.locale) {
            crawlOpts.extraHeaders ??= {};
            crawlOpts.extraHeaders['Accept-Language'] = opts.locale;
        }

        return crawlOpts;
    }

    mapToFinalResults(input: WebSearchEntry) {
        const whitelistedProps = [
            'imageUrl', 'imageWidth', 'imageHeight', 'source', 'date', 'siteLinks'
        ];
        const result = {
            title: input.title,
            url: input.link,
            description: Reflect.get(input, 'snippet'),
            ..._.pick(input, whitelistedProps),
        };

        return result;
    }

    *iterProviders(preference?: string, variant?: string) {
        if (preference === 'bing') {
            yield this.serperBing;
            yield this.serperGoogle;
            yield this.googleSerp;

            return;
        }

        if (preference === 'google') {
            yield this.googleSerp;
            yield this.googleSerp;
            yield this.serperGoogle;

            return;
        }

        // yield variant === 'web' ? this.jinaSerp : this.serperGoogle;
        yield this.serperGoogle
        yield this.serperGoogle;
        yield this.googleSerp;
    }

    async cachedSearch(variant: 'web' | 'news' | 'images', query: Record<string, any>, opts: CrawlerOptions) {
        const queryDigest = objHashMd5B64Of({ ...query, variant });
        const provider = query.provider;
        Reflect.deleteProperty(query, 'provider');
        const noCache = opts.noCache;
        let cache;
        if (!noCache) {
            cache = (await SERPResult.fromFirestoreQuery(
                SERPResult.COLLECTION.where('queryDigest', '==', queryDigest)
                    .orderBy('createdAt', 'desc')
                    .limit(1)
            ))[0];
            if (cache) {
                const age = Date.now() - cache.createdAt.valueOf();
                const stale = cache.createdAt.valueOf() < (Date.now() - this.cacheValidMs);
                this.logger.info(`${stale ? 'Stale cache exists' : 'Cache hit'} for search query "${query.q}", normalized digest: ${queryDigest}, ${age}ms old`, {
                    query, digest: queryDigest, age, stale
                });

                if (!stale) {
                    return cache.response as any;
                }
            }
        }
        const scrappingOptions = await this.configure(opts);

        try {
            let r: any[] | undefined;
            let lastError;
            outerLoop:
            for (const client of this.iterProviders(provider, variant)) {
                const t0 = Date.now();
                try {
                    switch (variant) {
                        case 'images': {
                            r = await Reflect.apply(client.imageSearch, client, [query, scrappingOptions]);
                            break;
                        }
                        case 'news': {
                            r = await Reflect.apply(client.newsSearch, client, [query, scrappingOptions]);
                            break;
                        }
                        case 'web':
                        default: {
                            r = await Reflect.apply(client.webSearch, client, [query, scrappingOptions]);
                            break;
                        }
                    }
                    const dt = Date.now() - t0;
                    this.logger.info(`Search took ${dt}ms, ${client.constructor.name}(${variant})`, { searchDt: dt, variant, client: client.constructor.name });
                    break outerLoop;
                } catch (err) {
                    lastError = err;
                    const dt = Date.now() - t0;
                    this.logger.warn(`Failed to do ${variant} search using ${client.constructor.name}`, { err, variant, searchDt: dt, });
                }
            }

            if (r?.length) {
                const nowDate = new Date();
                const record = SERPResult.from({
                    query,
                    queryDigest,
                    response: r,
                    createdAt: nowDate,
                    expireAt: new Date(nowDate.valueOf() + this.cacheRetentionMs)
                });
                this.batchedCaches.push(record);
            } else if (lastError) {
                throw lastError;
            }

            return r;
        } catch (err: any) {
            if (cache) {
                this.logger.warn(`Failed to fetch search result, but a stale cache is available. falling back to stale cache`, { err: marshalErrorLike(err) });

                return cache.response as any;
            }

            throw err;
        }
    }

    async assignGeneralMixin(result: Partial<WebSearchEntry>) {
        const collectFavicon = this.threadLocal.get('collect-favicon');

        if (collectFavicon && result.link) {
            const url = new URL(result.link);
            Reflect.set(result, 'favicon', await this.getFavicon(url.origin));
        }
    }
}