forked from jinef-john/google-maps-scraper
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathscraper.py
More file actions
555 lines (478 loc) · 22.1 KB
/
Copy pathscraper.py
File metadata and controls
555 lines (478 loc) · 22.1 KB
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
"""Concurrent Google Maps scraper with resume support."""
import hashlib
import logging
import sys
import threading
from concurrent.futures import ThreadPoolExecutor, as_completed
from helpers.client import Client
from helpers.email_extractor import extract_emails
from helpers.endpoints import place_url, reviews_url, search_url
from helpers.parsers import parse_place_response, parse_reviews_response, parse_search_response
logger = logging.getLogger(__name__)
def _print_info(msg):
"""Print user-facing info to stderr (avoids mixing with stdout JSON)."""
sys.stderr.write(f" -> {msg}\n")
sys.stderr.flush()
class GoogleMapsScraper:
"""High-concurrency place scraper using independent httpcloak sessions per worker."""
def __init__(self, proxy=None, timeout=30, lang="en", gl="us",
min_delay=1.0, max_delay=3.0, workers=4, session_file=None,
extract_emails=False):
self.proxy = proxy
self.timeout = timeout
self.lang = lang
self.gl = gl
self.min_delay = min_delay
self.max_delay = max_delay
self.workers = max(1, workers)
self.session_file = session_file
self.extract_emails = extract_emails
self._main_client = None
def _new_client(self):
"""Create a fresh client instance."""
return Client(
proxy=self.proxy,
timeout=self.timeout,
min_delay=self.min_delay,
max_delay=self.max_delay,
session_file=self.session_file,
)
def start(self):
self._main_client = self._new_client()
self._main_client.warmup()
def stop(self):
if self._main_client:
self._main_client.close()
self._main_client = None
def __enter__(self):
self.start()
return self
def __exit__(self, *args):
self.stop()
# --- Single-shot operations ---
def search(self, query, lat=0.0, lng=0.0, zoom=13, max_results=None,
progress_callback=None):
"""Search and return place stubs."""
if not self._main_client:
raise RuntimeError("Scraper not started")
results = []
page_size = 20
start = 0
while max_results is None or len(results) < max_results:
url = search_url(query=query, lat=lat, lng=lng, zoom=zoom,
lang=self.lang, gl=self.gl, page_size=page_size, start=start)
logger.info("Search: q=%r start=%d", query, start)
try:
resp = self._main_client.get(url)
except Exception as exc:
logger.error("Search failed at start=%d: %s", start, exc)
break
if resp.status_code != 200:
logger.warning("Search HTTP %d", resp.status_code)
break
batch = parse_search_response(resp.text)
if not batch:
break
results.extend(batch)
start += page_size
if progress_callback:
progress_callback(len(results), max_results if max_results is not None else len(results) + page_size)
if len(batch) < page_size:
break
return results[:max_results] if max_results is not None else results
def get_place(self, place_id, lat=0.0, lng=0.0, query=""):
"""Fetch full details for a single place."""
if not self._main_client:
raise RuntimeError("Scraper not started")
url = place_url(place_id=place_id, lat=lat, lng=lng, query=query,
lang=self.lang, gl=self.gl)
logger.info("Place details: %s", place_id)
try:
resp = self._main_client.get(url)
except Exception as exc:
logger.error("Place fetch failed %s: %s", place_id, exc)
return None
if resp.status_code != 200:
logger.warning("Place HTTP %d", resp.status_code)
return None
place = parse_place_response(resp.text)
if place and not place.place_id:
place.place_id = place_id
return place
def get_reviews(self, place_id, cursor="", page_size=10):
"""Fetch one page of reviews. Returns (reviews, next_cursor)."""
if not self._main_client:
raise RuntimeError("Scraper not started")
url = reviews_url(place_id=place_id, page_size=page_size, cursor=cursor,
lang=self.lang, gl=self.gl)
logger.info("Reviews: %s cursor=%s", place_id, cursor[:20] if cursor else "start")
try:
resp = self._main_client.get(url)
except Exception as exc:
logger.error("Reviews failed %s: %s", place_id, exc)
return [], None
if resp.status_code != 200:
logger.warning("Reviews HTTP %d", resp.status_code)
return [], None
return parse_reviews_response(resp.text)
def iter_reviews(self, place_id, max_reviews=None, cursor=""):
"""Yield reviews with resumable cursor support.
If max_reviews is None, yields ALL reviews until exhausted.
"""
fetched = 0
while True:
reviews, next_cursor = self.get_reviews(place_id, cursor=cursor)
for review in reviews:
yield review
fetched += 1
if max_reviews is not None and fetched >= max_reviews:
return
if not next_cursor or not reviews:
break
cursor = next_cursor
logger.info(" %s: %d reviews so far", place_id, fetched)
def set_delay(self, min_delay, max_delay):
self.min_delay = min_delay
self.max_delay = max_delay
if self._main_client:
self._main_client.set_delay(min_delay, max_delay)
# --- Concurrent batch scraping with resume support ---
def search_and_scrape(self, db, query, lat=0.0, lng=0.0, zoom=13,
max_places=None, max_reviews=None, job_id=None,
progress_callback=None,
review_progress_callback=None):
"""Search and concurrently scrape details + reviews as results arrive."""
if not self._main_client:
raise RuntimeError("Scraper not started")
job_id = job_id or hashlib.sha256(query.encode()).hexdigest()[:16]
db.create_job(job_id, query)
_print_info(f"Searching places: '{query}'")
# Create independent client instances for each worker
clients = [self._new_client() for _ in range(self.workers)]
_print_info("Warming up workers...")
for c in clients:
c.warmup()
stats = {"places_found": 0, "places_saved": 0,
"reviews_saved": 0, "errors": 0}
lock = threading.Lock()
futures = set()
client_idx = 0
def _submit_stub(stub):
nonlocal client_idx
cli = clients[client_idx % self.workers]
client_idx += 1
fut = exe.submit(self._scrape_one, cli, db, stub, max_reviews, job_id,
review_progress_callback)
futures.add(fut)
return fut
def _drain_done():
done = [f for f in futures if f.done()]
for f in done:
futures.remove(f)
try:
place, rc = f.result()
with lock:
stats["places_saved"] += 1 if place else 0
stats["reviews_saved"] += rc
except Exception as exc:
with lock:
stats["errors"] += 1
logger.error("Worker failed: %s", exc)
try:
with ThreadPoolExecutor(max_workers=self.workers) as exe:
page_size = 20
start = 0
while True:
url = search_url(query=query, lat=lat, lng=lng, zoom=zoom,
lang=self.lang, gl=self.gl, page_size=page_size, start=start)
logger.info("Search: q=%r start=%d", query, start)
try:
resp = self._main_client.get(url)
except Exception as exc:
logger.error("Search failed at start=%d: %s", start, exc)
break
if resp.status_code != 200:
logger.warning("Search HTTP %d", resp.status_code)
break
batch = parse_search_response(resp.text)
if not batch:
break
# Respect max_places limit
remaining = max_places - stats["places_found"] if max_places is not None else len(batch)
remaining = max(0, remaining)
stubs_to_scrape = batch[:remaining]
# Persist search stubs so they can be resumed
db.add_job_places(job_id, [s["place_id"] for s in stubs_to_scrape])
with lock:
stats["places_found"] += len(stubs_to_scrape)
for stub in stubs_to_scrape:
_submit_stub(stub)
_drain_done()
if progress_callback:
progress_callback(stats["places_saved"], stats["places_found"])
start += page_size
if len(batch) < page_size:
break
if max_places is not None and stats["places_found"] >= max_places:
break
# Wait for remaining futures
for fut in as_completed(futures):
try:
place, rc = fut.result()
with lock:
stats["places_saved"] += 1 if place else 0
stats["reviews_saved"] += rc
except Exception as exc:
with lock:
stats["errors"] += 1
logger.error("Worker failed: %s", exc)
if progress_callback:
progress_callback(stats["places_saved"], stats["places_found"])
finally:
for c in clients:
c.close()
db.update_job_status(job_id, "done")
return stats
def resume_job(self, db, job_id, max_reviews=None,
place_progress_callback=None,
review_progress_callback=None):
"""Resume an interrupted job."""
if not self._main_client:
raise RuntimeError("Scraper not started")
db.update_job_status(job_id, "running")
# Re-open done places if we now want more reviews than before
reopened = db.reopen_job_places_for_reviews(job_id, max_reviews)
if reopened:
_print_info(f"Re-opened {reopened} place(s) for more reviews")
pending = db.get_pending_job_places(job_id)
if not pending:
db.update_job_status(job_id, "done")
return {"places_found": 0, "places_saved": 0, "reviews_saved": 0,
"errors": 0, "message": "Nothing to resume"}
_print_info(f"Resuming job '{job_id}' with {len(pending)} pending place(s)..")
stats = {"places_found": len(pending), "places_saved": 0,
"reviews_saved": 0, "errors": 0}
clients = [self._new_client() for _ in range(self.workers)]
for c in clients:
c.warmup()
try:
with ThreadPoolExecutor(max_workers=self.workers) as exe:
futures = {}
for idx, item in enumerate(pending):
cli = clients[idx % self.workers]
stub = {
"place_id": item["place_id"],
"name": item["name"],
"lat": 0.0, "lng": 0.0,
"cursor": item.get("cursor", ""),
}
fut = exe.submit(self._scrape_one, cli, db, stub, max_reviews, job_id,
review_progress_callback)
futures[fut] = stub
for fut in as_completed(futures):
stub = futures[fut]
try:
place, reviews_count = fut.result()
stats["places_saved"] += 1 if place else 0
stats["reviews_saved"] += reviews_count
except Exception as exc:
stats["errors"] += 1
logger.error("Failed %s: %s", stub["place_id"], exc)
db.mark_job_place_done(job_id, stub["place_id"], 0)
if place_progress_callback:
place_progress_callback(stats["places_saved"], stats["places_found"])
finally:
for c in clients:
c.close()
db.update_job_status(job_id, "done")
return stats
def scrape_places(self, db, place_ids, max_reviews=None, job_id=None,
place_progress_callback=None,
review_progress_callback=None):
"""Scrape details + reviews for known place IDs."""
if not self._main_client:
raise RuntimeError("Scraper not started")
job_id = job_id or hashlib.sha256((",".join(place_ids)).encode()).hexdigest()[:16]
db.create_job(job_id, f"batch:{len(place_ids)} places")
db.add_job_places(job_id, place_ids)
pending = db.get_pending_job_places(job_id)
stats = {"places_found": len(place_ids), "places_saved": 0,
"reviews_saved": 0, "errors": 0}
clients = [self._new_client() for _ in range(self.workers)]
for c in clients:
c.warmup()
try:
with ThreadPoolExecutor(max_workers=self.workers) as exe:
futures = {}
for idx, item in enumerate(pending):
cli = clients[idx % self.workers]
stub = {
"place_id": item["place_id"],
"name": item["name"],
"lat": 0.0, "lng": 0.0,
"cursor": item.get("cursor", ""),
}
fut = exe.submit(self._scrape_one, cli, db, stub, max_reviews, job_id,
review_progress_callback)
futures[fut] = stub
for fut in as_completed(futures):
stub = futures[fut]
try:
place, rc = fut.result()
stats["places_saved"] += 1 if place else 0
stats["reviews_saved"] += rc
except Exception as exc:
stats["errors"] += 1
logger.error("Failed %s: %s", stub["place_id"], exc)
db.mark_job_place_done(job_id, stub["place_id"], 0)
if place_progress_callback:
place_progress_callback(stats["places_saved"], stats["places_found"])
finally:
for c in clients:
c.close()
db.update_job_status(job_id, "done")
return stats
def _maybe_extract_email(self, client, place):
"""Fetch the place's website and extract an email if we don't have one."""
if not self.extract_emails:
return
if place.email:
return
if not place.website:
return
emails = extract_emails(place.website, client.fetch, timeout=min(self.timeout, 15))
if emails:
place.email = emails[0]
logger.info("Extracted email %s from %s", place.email, place.website)
def scrape_single_place(self, db, place_id, max_reviews=None, lat=0.0, lng=0.0, query=""):
"""Scrape a single place with full details and reviews."""
if not self._main_client:
raise RuntimeError("Scraper not started")
_print_info(f"Fetching place details for {place_id[:30]}...")
place = self.get_place(place_id, lat=lat, lng=lng, query=query)
if not place:
_print_info(f"Failed to fetch place details for {place_id[:30]}")
return None, 0
self._maybe_extract_email(self._main_client, place)
db.upsert_place(place)
_print_info(f"Saved place: {place.name} ({place.rating}/5, {place.review_count:,} reviews)")
reviews_saved = 0
cursor = ""
if max_reviews != 0:
# Resume from DB cursor if we already have reviews
existing = db.get_place_cursor(place_id)
rcursor = existing.get("cursor", "")
already_saved = existing.get("total_saved", 0)
if already_saved and max_reviews is not None:
remaining = max(0, max_reviews - already_saved)
if remaining == 0:
_print_info(f"Already has {already_saved} reviews — skipping")
return place, 0
target = remaining
_print_info(f"Scraping reviews for: {place.name} (resuming from {already_saved}, fetching up to {remaining} more)")
else:
target = max_reviews
_print_info(f"Scraping reviews for: {place.name}")
while True:
rurl = reviews_url(place_id, page_size=10, cursor=rcursor,
lang=self.lang, gl=self.gl)
try:
rresp = self._main_client.get(rurl)
except Exception:
break
if rresp.status_code != 200:
break
reviews, next_cursor = parse_reviews_response(rresp.text)
for review in reviews:
db.insert_review(place_id, review)
reviews_saved += 1
if target is not None and reviews_saved >= target:
break
if target is not None and reviews_saved >= target:
break
if not next_cursor or not reviews:
break
rcursor = next_cursor
total_so_far = already_saved + reviews_saved
if total_so_far % 50 == 0:
_print_info(f" ... {total_so_far} reviews scraped for {place.name}")
total_reviews = already_saved + reviews_saved
# Only mark as fetched if we got reviews or place has none
if total_reviews > 0 or place.review_count == 0:
db.mark_reviews_fetched(place_id, rcursor, total_reviews)
cursor = rcursor
_print_info(f"Total reviews saved for {place.name}: {total_reviews} (+{reviews_saved} new)")
return place, reviews_saved
def _scrape_one(self, client, db, stub, max_reviews, job_id,
review_progress_callback=None):
"""Scrape a single place using the given client (internal, for workers)."""
pid = stub["place_id"]
lat = stub.get("lat", 0.0)
lng = stub.get("lng", 0.0)
place_name = stub.get("name", "")
url = place_url(pid, lat, lng, lang=self.lang, gl=self.gl)
try:
resp = client.get(url)
except Exception as exc:
logger.warning("Place fetch failed %s: %s", pid, exc)
db.mark_job_place_done(job_id, pid, 0)
return None, 0
if resp.status_code != 200:
db.mark_job_place_done(job_id, pid, 0)
return None, 0
place = parse_place_response(resp.text)
if not place:
db.mark_job_place_done(job_id, pid, 0)
return None, 0
if not place.place_id:
place.place_id = pid
self._maybe_extract_email(client, place)
db.upsert_place(place)
reviews_saved = 0
cursor = stub.get("cursor", "")
if max_reviews != 0:
rcursor = cursor
retries = 0
while True:
rurl = reviews_url(pid, page_size=10, cursor=rcursor,
lang=self.lang, gl=self.gl)
try:
rresp = client.get(rurl)
except Exception:
break
if rresp.status_code != 200:
break
reviews, next_cursor = parse_reviews_response(rresp.text)
# If we got 0 reviews but the place is known to have reviews,
# the session may have expired. Refresh once and retry.
if not reviews and place.review_count > 0 and retries == 0:
logger.warning("Reviews empty for %s (has %d reviews) — refreshing session...", pid, place.review_count)
try:
client.save()
client.refresh()
rresp = client.get(rurl)
reviews, next_cursor = parse_reviews_response(rresp.text)
except Exception as exc:
logger.debug("Session refresh failed: %s", exc)
retries += 1
continue
for review in reviews:
db.insert_review(pid, review)
reviews_saved += 1
if max_reviews is not None and reviews_saved >= max_reviews:
break
if review_progress_callback:
review_progress_callback(reviews_saved, max_reviews if max_reviews is not None else reviews_saved + 10, place_name)
if max_reviews is not None and reviews_saved >= max_reviews:
break
if not next_cursor or not reviews:
break
rcursor = next_cursor
# Only mark reviews as fetched if we actually got some, or if the
# place genuinely has no reviews. If review_count > 0 but we saved 0,
# the endpoint likely failed — leave it unfetched so resume can retry.
if reviews_saved > 0 or place.review_count == 0:
db.mark_reviews_fetched(pid, rcursor, reviews_saved)
cursor = rcursor
db.mark_job_place_done(job_id, pid, reviews_saved, cursor)
return place, reviews_saved