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https://github.com/bellingcat/vk-url-scraper.git
synced 2026-06-12 13:28:37 +03:00
ported vk scraper logic into lib
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162
vk_url_scraper/scraper.py
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162
vk_url_scraper/scraper.py
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import re, requests
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import vk_api # used to get api_token after authentication
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from typing import List
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from datetime import datetime
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from collections import defaultdict
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class VkScraper:
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WALL_PATTERN = re.compile(r"(wall.{0,1}\d+_\d+)")
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PHOTO_PATTERN = re.compile(r"(photo.{0,1}\d+_\d+)")
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VIDEO_PATTERN = re.compile(r"(video.{0,1}\d+_\d+)")
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def __init__(self, username: str, password: str, verbose: bool = True) -> None:
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"""
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Initializes the scraper.
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This function receives a username and password and performs authentication on vk.com to then call api endpoints
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Parameters
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----------
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username : str
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Username on vk.com, can be a phone number or email
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password : str
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Matching password on vk.com
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verbose : bool = False
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If True will log debug info
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Examples
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--------
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>>> VkScraper("+12345678", "password")
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"""
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self.session = vk_api.VkApi(username, password)
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self.session.auth(token_only=True)
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self.verbose = verbose
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def scrape(self, url: str) -> List:
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return self.scrape_walls(url) + self.scrape_photos(url) + self.scrape_videos(url)
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def scrape_walls(self, url: str) -> List:
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wall_ids = self.WALL_PATTERN.findall(url)
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return self.scrape_wall_ids(wall_ids)
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def scrape_wall_ids(self, wall_ids: List[str], copy_history_depth: int = 2) -> List:
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"""
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Receives a list of wall ids like wall123123_1231
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Returns a list with one item per wall_id where each item contains:
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:returns `{
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"id": "wall_id",
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"text": "text in this post" ,
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"datetime": datetime of post,
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"attachments": {
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"photo": [list of urls with max quality],
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"album": [list of urls with max quality],
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# untested:
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# "video": [list of urls with max quality],
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# "link": [list of urls with max quality],
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},
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"payload": original response code which you can parse for more data
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}
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`
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"""
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if not len(wall_ids): return []
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wall_ids = [wall_id.replace("wall", "") for wall_id in wall_ids]
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# docs: https://dev.vk.com/method/wall.getById
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headers = {"access_token": self.session.token["access_token"], "posts": ",".join(wall_ids), "extended": "1", "copy_history_depth": str(copy_history_depth), "v": self.session.api_version}
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req = requests.get("https://api.vk.com/method/wall.getById", headers)
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api_res = req.json()
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res = []
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for item in api_res.get("response", {}).get("items", []):
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attachments_json = item.get("attachments", []) + sum([x.get("attachments", []) for x in item.get("copy_history", [])], [])
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attachments = defaultdict(list)
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for a in attachments_json:
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try:
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first_type = a["type"]
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attachment = a[first_type]
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if first_type == "video":
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attachments["video"].extend(self.scrape_videos(f'video{attachment["owner_id"]}_{attachment["id"]}')[0].get("attachments", {}).get("video", [""]))
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continue
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if first_type == "link":
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attachments["link"].append(attachment["url"])
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if "photo" in attachment:
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attachment = attachment["photo"]
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first_type = "photo"
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elif "video" in attachment:
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attachment = attachment["video"]
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attachments["video"].extend(self.scrape_videos(f'video{attachment["owner_id"]}_{attachment["id"]}')[0].get("attachments", {}).get("video", [""]))
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continue
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else: continue
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if "thumb" in attachment:
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attachment = attachment["thumb"]
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if "sizes" in attachment:
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try:
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attachments[first_type].append(attachment["sizes"][-1]["url"])
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except Exception as e:
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print(f"could not get image from attachment: {e}")
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except Exception as e:
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print(f"Unexpected error in attachment={a}: {e}")
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res.append({
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"id": f'wall{item["owner_id"]}_{item["id"]}',
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"text": item.get("text", ""),
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"datetime": datetime.fromtimestamp(item.get("date", 0)),
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"attachments": dict(attachments),
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"payload": item
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})
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return res
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def scrape_videos(self, url: str) -> List:
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# TODO: https://vk.com/video-1_456239018
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# TODO https://vk.com/asdasdasd?w=wall-17315087_74182 has 1 video
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# https://vk.com/video38556806_456251917?list=ba2b77043648ff3789
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video_ids = self.VIDEO_PATTERN.findall(url)
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return self.scrape_video_ids(video_ids)
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def scrape_video_ids(self, video_ids: List[str]) -> List:
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if not len(video_ids): return []
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video_ids = [video_id.replace("video", "") for video_id in video_ids]
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headers = {"access_token": self.session.token["access_token"], "videos": ",".join(video_ids), "extended": "1", "v": self.session.api_version}
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req = requests.get("https://api.vk.com/method/video.get", headers)
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api_res = req.json()
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res = []
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for item in api_res.get("response", {}).get("items", []):
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res.append({
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"id": f'video{item["owner_id"]}_{item["id"]}',
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"text": item.get("title", ""),
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"datetime": datetime.fromtimestamp(item.get("date", 0)),
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"attachments": {
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"video": [item.get("player", "")],
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},
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"payload": item
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})
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return res
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def scrape_photos(self, url: str) -> List:
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photo_ids = self.PHOTO_PATTERN.findall(url)
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return self.scrape_photo_ids(photo_ids)
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def scrape_photo_ids(self, photo_ids: List[str]) -> List:
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if not len(photo_ids): return []
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photo_ids = [photo_id.replace("photo", "") for photo_id in photo_ids]
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headers = {"access_token": self.session.token["access_token"], "photos": ",".join(photo_ids), "extended": "1", "v": self.session.api_version}
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req = requests.get("https://api.vk.com/method/photos.getById", headers)
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api_res = req.json()
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res = []
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for item in api_res.get("response", []):
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res.append({
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"id": f'photo{item["owner_id"]}_{item["id"]}',
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"text": item.get("text", ""),
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"datetime": datetime.fromtimestamp(item.get("date", 0)),
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"attachments": {
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"photo": [item["orig_photo"]["url"]]
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},
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"payload": item
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})
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return res
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