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naseele commited on
Commit
c84ef58
·
1 Parent(s): 7ecbc7b

Added tweets from nine users

Browse files
03Added/Added_user_tweets.db ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:b681719a2d916379bcfcd376250c3d349f6e07e02f36f7e3b27fdc170ff34056
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+ size 2224128
03Added/requirements.txt ADDED
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1
+ aiohttp>=3.8.0
2
+ pandas>=1.5.0
3
+ python-dateutil>=2.8.0
03Added/spi06-4-2.py ADDED
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1
+ import aiohttp
2
+ import asyncio
3
+ import json
4
+ import logging
5
+ import sqlite3
6
+ from datetime import datetime, timedelta
7
+ from email.utils import parsedate_to_datetime
8
+ from typing import List, Dict, Set
9
+ from pathlib import Path
10
+
11
+ class QuotaLowException(Exception):
12
+ pass
13
+
14
+ class UserTweetsCrawler:
15
+ def __init__(self, api_key: str, users_file: str, output_db: str = "user_tweets.db"):
16
+ self.api_key = api_key
17
+ self.base_url = "https://api.tweetscout.io/v2"
18
+ self.users_file = users_file
19
+ self.db_path = output_db
20
+ self.headers = {
21
+ "ApiKey": api_key,
22
+ "Accept": "application/json"
23
+ }
24
+ self.processed_users_file = "processed_users.json"
25
+ self.no_tweets_users_file = "no_tweets_users.json"
26
+ self.processed_users: Set[str] = self._load_processed_users()
27
+ self.no_tweets_users: Set[str] = self._load_no_tweets_users()
28
+ self.api_call_count = 0
29
+ self.warning_threshold = 5500
30
+ self.last_save_time = datetime.now()
31
+ self.save_interval = timedelta(minutes=5)
32
+ self._setup_logging()
33
+ self._init_database()
34
+
35
+ def _load_processed_users(self) -> Set[str]:
36
+ if Path(self.processed_users_file).exists():
37
+ try:
38
+ with open(self.processed_users_file, 'r') as f:
39
+ return set(json.load(f))
40
+ except Exception as e:
41
+ logging.error(f"Error loading processed users: {e}")
42
+ return set()
43
+ return set()
44
+
45
+ def _load_no_tweets_users(self) -> Set[str]:
46
+ if Path(self.no_tweets_users_file).exists():
47
+ try:
48
+ with open(self.no_tweets_users_file, 'r') as f:
49
+ return set(json.load(f))
50
+ except Exception as e:
51
+ logging.error(f"Error loading no tweets users: {e}")
52
+ return set()
53
+ return set()
54
+
55
+ def _save_processed_users(self):
56
+ try:
57
+ with open(self.processed_users_file, 'w') as f:
58
+ json.dump(list(self.processed_users), f)
59
+ except Exception as e:
60
+ logging.error(f"Error saving processed users: {e}")
61
+
62
+ def _save_no_tweets_users(self):
63
+ try:
64
+ with open(self.no_tweets_users_file, 'w') as f:
65
+ json.dump(list(self.no_tweets_users), f)
66
+ except Exception as e:
67
+ logging.error(f"Error saving no tweets users: {e}")
68
+
69
+ def _setup_logging(self):
70
+ self.logger = logging.getLogger("UserTweetsCrawler")
71
+ self.logger.setLevel(logging.INFO)
72
+
73
+ console_handler = logging.StreamHandler()
74
+ console_handler.setFormatter(logging.Formatter('%(asctime)s - %(levelname)s - %(message)s'))
75
+ self.logger.addHandler(console_handler)
76
+
77
+ file_handler = logging.FileHandler(f"crawler_{datetime.now().strftime('%Y%m%d_%H%M')}.log", encoding='utf-8')
78
+ file_handler.setFormatter(logging.Formatter('%(asctime)s - %(levelname)s - %(message)s'))
79
+ self.logger.addHandler(file_handler)
80
+
81
+ def _init_database(self):
82
+ self.conn = sqlite3.connect(
83
+ self.db_path,
84
+ detect_types=sqlite3.PARSE_DECLTYPES|sqlite3.PARSE_COLNAMES,
85
+ timeout=30
86
+ )
87
+ self.conn.execute("PRAGMA journal_mode=WAL")
88
+ self.conn.execute("PRAGMA synchronous=NORMAL")
89
+ self.cursor = self.conn.cursor()
90
+
91
+ self.cursor.executescript('''
92
+ CREATE TABLE IF NOT EXISTS tweets (
93
+ id INTEGER PRIMARY KEY AUTOINCREMENT,
94
+ tweet_id TEXT UNIQUE,
95
+ author_id TEXT,
96
+ author_name TEXT,
97
+ full_text TEXT,
98
+ created_at TIMESTAMP,
99
+ likes_count INTEGER DEFAULT 0,
100
+ retweets_count INTEGER DEFAULT 0,
101
+ replies_count INTEGER DEFAULT 0,
102
+ views_count INTEGER DEFAULT 0,
103
+ quote_count INTEGER DEFAULT 0,
104
+ is_quote_status BOOLEAN DEFAULT 0,
105
+ conversation_id TEXT,
106
+ in_reply_to_status_id TEXT,
107
+ quoted_status TEXT,
108
+ retweeted_status TEXT,
109
+ entities TEXT,
110
+ author_avatar TEXT,
111
+ author_description TEXT,
112
+ author_followers_count INT,
113
+ author_friends_count INT,
114
+ collected_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
115
+ );
116
+
117
+ CREATE INDEX IF NOT EXISTS idx_tweet_author ON tweets(author_id);
118
+ CREATE INDEX IF NOT EXISTS idx_tweet_id ON tweets(tweet_id);
119
+ CREATE INDEX IF NOT EXISTS idx_tweet_created ON tweets(created_at);
120
+ ''')
121
+ self.conn.commit()
122
+
123
+ def load_users(self) -> List[Dict]:
124
+ try:
125
+ with open(self.users_file, 'r', encoding='utf-8') as f:
126
+ screen_names = [name.strip() for name in f.read().split(',')]
127
+
128
+ users = []
129
+ for screen_name in screen_names:
130
+ if screen_name and screen_name not in self.processed_users and screen_name not in self.no_tweets_users:
131
+ users.append({
132
+ 'screen_name': screen_name,
133
+ 'name': screen_name # 用于日志显示
134
+ })
135
+
136
+ self.logger.info(f"Loaded {len(users)} users to process")
137
+ return users
138
+ except Exception as e:
139
+ self.logger.error(f"Error loading users from file: {e}")
140
+ return []
141
+
142
+ async def check_api_quota(self) -> bool:
143
+ try:
144
+ async with aiohttp.ClientSession() as session:
145
+ async with session.get(f"{self.base_url}/quota", headers=self.headers) as response:
146
+ if response.status == 200:
147
+ quota_data = await response.json()
148
+ remaining = quota_data.get('remaining', 0)
149
+ self.logger.info(f"Current API quota remaining: {remaining}")
150
+ return remaining >= 100
151
+ except Exception as e:
152
+ self.logger.error(f"Error checking API quota: {e}")
153
+ return False
154
+ return True
155
+
156
+ async def get_user_id(self, screen_name: str) -> str:
157
+ try:
158
+ url = f"{self.base_url}/handle-to-id/{screen_name}"
159
+ async with aiohttp.ClientSession() as session:
160
+ async with session.get(url, headers=self.headers, timeout=30) as response:
161
+ self.logger.info(f"Attempting to get user ID for {screen_name}")
162
+ if response.status == 200:
163
+ data = await response.json()
164
+ user_id = data.get('id')
165
+ self.logger.info(f"Successfully got user ID for {screen_name}: {user_id}")
166
+ return user_id
167
+ else:
168
+ self.logger.error(f"Failed to get user ID for {screen_name}: Status {response.status}")
169
+ return None
170
+ except asyncio.TimeoutError:
171
+ self.logger.error(f"Timeout while getting user ID for {screen_name}")
172
+ return None
173
+ except Exception as e:
174
+ self.logger.error(f"Error getting user ID for {screen_name}: {e}")
175
+ return None
176
+
177
+ async def get_user_tweets(self, user: Dict, max_tweets: int = 100) -> List[Dict]:
178
+ try:
179
+ url = f"{self.base_url}/user-tweets"
180
+ all_tweets = []
181
+ cursor = ""
182
+ retries = 3
183
+
184
+ # 先获取用户ID
185
+ user_id = await self.get_user_id(user['screen_name'])
186
+ if not user_id:
187
+ self.logger.error(f"Could not get user ID for {user['screen_name']}")
188
+ return []
189
+
190
+ user['user_id'] = user_id
191
+
192
+ while len(all_tweets) < max_tweets:
193
+ if self.api_call_count >= self.warning_threshold:
194
+ if not await self.check_api_quota():
195
+ raise QuotaLowException("API quota running low")
196
+
197
+ data = {
198
+ "user_id": user_id,
199
+ "cursor": cursor
200
+ }
201
+
202
+ got_response = False
203
+ for attempt in range(retries):
204
+ try:
205
+ async with aiohttp.ClientSession() as session:
206
+ async with session.post(url, headers=self.headers, json=data, timeout=30) as response:
207
+ if response.status == 200:
208
+ got_response = True
209
+ self.api_call_count += 1
210
+ response_data = await response.json()
211
+ tweets = response_data.get('tweets', [])
212
+
213
+ if not tweets:
214
+ return all_tweets
215
+
216
+ all_tweets.extend(tweets)
217
+
218
+ cursor = response_data.get('next_cursor')
219
+ if not cursor or len(all_tweets) >= max_tweets:
220
+ return all_tweets[:max_tweets]
221
+
222
+ break
223
+
224
+ elif response.status == 429:
225
+ wait_time = int(response.headers.get('Retry-After', 60))
226
+ self.logger.warning(f"Rate limited, waiting {wait_time} seconds")
227
+ await asyncio.sleep(wait_time)
228
+ else:
229
+ self.logger.error(f"Failed to get tweets: Status {response.status}")
230
+ if attempt == retries - 1:
231
+ return all_tweets if got_response else []
232
+ except Exception as e:
233
+ self.logger.error(f"Request error: {str(e)}")
234
+ if attempt == retries - 1:
235
+ return all_tweets if got_response else []
236
+ await asyncio.sleep(5)
237
+
238
+ await asyncio.sleep(3)
239
+
240
+ return all_tweets
241
+
242
+ except QuotaLowException:
243
+ raise
244
+ except Exception as e:
245
+ self.logger.error(f"Error getting tweets: {str(e)}")
246
+ return []
247
+
248
+ def save_tweet(self, user: Dict, tweet_data: Dict) -> bool:
249
+ try:
250
+ created_at = parsedate_to_datetime(tweet_data.get('created_at'))
251
+ user_info = tweet_data.get('user', {})
252
+ quoted_status = tweet_data.get('quoted_status')
253
+ retweeted_status = tweet_data.get('retweeted_status')
254
+
255
+ self.cursor.execute('''
256
+ INSERT OR REPLACE INTO tweets
257
+ (tweet_id, author_id, author_name, full_text, created_at,
258
+ likes_count, retweets_count, replies_count, views_count,
259
+ quote_count, is_quote_status, conversation_id, in_reply_to_status_id,
260
+ quoted_status, retweeted_status, entities,
261
+ author_avatar, author_description, author_followers_count,
262
+ author_friends_count, collected_at)
263
+ VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, CURRENT_TIMESTAMP)
264
+ ''', (
265
+ tweet_data.get('id_str'),
266
+ user['user_id'],
267
+ user['screen_name'],
268
+ tweet_data.get('full_text', ''),
269
+ created_at,
270
+ tweet_data.get('favorite_count', 0),
271
+ tweet_data.get('retweet_count', 0),
272
+ tweet_data.get('reply_count', 0),
273
+ tweet_data.get('view_count', 0),
274
+ tweet_data.get('quote_count', 0),
275
+ tweet_data.get('is_quote_status', False),
276
+ tweet_data.get('conversation_id_str'),
277
+ tweet_data.get('in_reply_to_status_id_str'),
278
+ json.dumps(quoted_status) if quoted_status else None,
279
+ json.dumps(retweeted_status) if retweeted_status else None,
280
+ json.dumps(tweet_data.get('entities', {})),
281
+ user_info.get('avatar'),
282
+ user_info.get('description'),
283
+ user_info.get('followers_count'),
284
+ user_info.get('friends_count')
285
+ ))
286
+ self.conn.commit()
287
+ return True
288
+ except Exception as e:
289
+ self.logger.error(f"Error saving tweet: {str(e)}")
290
+ self.conn.rollback()
291
+ return False
292
+
293
+ async def process_user(self, user: Dict):
294
+ try:
295
+ self.logger.info(f"Starting to process user {user['screen_name']}")
296
+
297
+ if datetime.now() - self.last_save_time > self.save_interval:
298
+ self._save_processed_users()
299
+ self._save_no_tweets_users()
300
+ self.last_save_time = datetime.now()
301
+
302
+ # 获取用户ID
303
+ self.logger.info(f"Getting user ID for {user['screen_name']}")
304
+ user_id = await self.get_user_id(user['screen_name'])
305
+ if not user_id:
306
+ self.logger.error(f"Failed to get user ID for {user['screen_name']}, skipping")
307
+ return
308
+
309
+ user['user_id'] = user_id
310
+ self.logger.info(f"Successfully got user ID {user_id} for {user['screen_name']}")
311
+
312
+ tweets = await self.get_user_tweets(user, max_tweets=100)
313
+
314
+ if not tweets:
315
+ self.logger.info(f"No tweets found for user {user['screen_name']}")
316
+ self.no_tweets_users.add(user['screen_name'])
317
+ self._save_no_tweets_users()
318
+ return
319
+
320
+ self.logger.info(f"Processing {len(tweets)} tweets for user {user['screen_name']}")
321
+
322
+ success = True
323
+ for i, tweet in enumerate(tweets, 1):
324
+ if i % 10 == 0:
325
+ self.logger.info(f"Processed {i}/{len(tweets)} tweets for {user['screen_name']}")
326
+ if not self.save_tweet(user, tweet):
327
+ success = False
328
+ break
329
+
330
+ if success:
331
+ self.processed_users.add(user['screen_name'])
332
+ self._save_processed_users()
333
+ self.logger.info(f"Successfully processed user {user['screen_name']}")
334
+
335
+ except QuotaLowException:
336
+ raise
337
+ except Exception as e:
338
+ self.logger.error(f"Error processing user {user['screen_name']}: {str(e)}")
339
+ import traceback
340
+ self.logger.error(traceback.format_exc())
341
+
342
+ async def run(self):
343
+ try:
344
+ users = self.load_users()
345
+ if not users:
346
+ self.logger.info("No users to process")
347
+ return
348
+
349
+ for user in users:
350
+ try:
351
+ await self.process_user(user)
352
+ except QuotaLowException:
353
+ self.logger.info(f"API quota running low, stopping at user {user['screen_name']}")
354
+ return
355
+
356
+ await asyncio.sleep(2)
357
+
358
+ except Exception as e:
359
+ self.logger.error(f"Unexpected error in main loop: {str(e)}")
360
+ raise
361
+ finally:
362
+ try:
363
+ self._save_processed_users()
364
+ self._save_no_tweets_users()
365
+ self.conn.close()
366
+ except Exception as e:
367
+ self.logger.error(f"Error during cleanup: {str(e)}")
368
+
369
+ async def main():
370
+ crawler = None
371
+ try:
372
+ crawler = UserTweetsCrawler(
373
+ api_key="aa6e0836-6bef-426e-8abb-db8dde0d0f68",
374
+ users_file="users.txt",
375
+ output_db="Added_user_tweets.db"
376
+ )
377
+ print("Crawler initialized, starting process...")
378
+ await crawler.run()
379
+ except KeyboardInterrupt:
380
+ print("\nReceived shutdown signal, cleaning up...")
381
+ except Exception as e:
382
+ print(f"Critical error: {str(e)}")
383
+ import traceback
384
+ print(traceback.format_exc())
385
+ finally:
386
+ if crawler:
387
+ print("Closing database connection...")
388
+ crawler.conn.close()
389
+ print("Cleanup completed")
390
+
391
+ if __name__ == "__main__":
392
+ print("Starting crawler...")
393
+ asyncio.run(main())
03Added/users.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ zlexdl,HM010169,btcyusheng,fairyclub777,WY_mask,btc100000015252,0xpcp_,Baili1018,nancy_c813