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- # -*- coding: utf-8 -*-
- # @Author: wangkun
- # @Time: 2023/6/25
- import base64
- import json
- import os
- import random
- import re
- import string
- import sys
- import time
- import requests
- import urllib3
- from requests.adapters import HTTPAdapter
- from selenium.webdriver import DesiredCapabilities, ActionChains
- from selenium.webdriver.chrome.service import Service
- from selenium import webdriver
- from selenium.webdriver.common.by import By
- from common.mq import MQ
- sys.path.append(os.getcwd())
- from common.scheduling_db import MysqlHelper
- from common.common import Common
- from common.public import get_config_from_mysql, download_rule
- from common.userAgent import get_random_user_agent
- class XiguasearchDev:
- # 已下载视频数
- download_cnt = 0
- platform = "xigua"
- @classmethod
- def random_signature(cls):
- src_digits = string.digits # string_数字
- src_uppercase = string.ascii_uppercase # string_大写字母
- src_lowercase = string.ascii_lowercase # string_小写字母
- digits_num = random.randint(1, 6)
- uppercase_num = random.randint(1, 26 - digits_num - 1)
- lowercase_num = 26 - (digits_num + uppercase_num)
- password = random.sample(src_digits, digits_num) + random.sample(src_uppercase, uppercase_num) + random.sample(
- src_lowercase, lowercase_num)
- random.shuffle(password)
- new_password = 'AAAAAAAAAA' + ''.join(password)[10:-4] + 'AAAB'
- new_password_start = new_password[0:18]
- new_password_end = new_password[-7:]
- if new_password[18] == '8':
- new_password = new_password_start + 'w' + new_password_end
- elif new_password[18] == '9':
- new_password = new_password_start + 'x' + new_password_end
- elif new_password[18] == '-':
- new_password = new_password_start + 'y' + new_password_end
- elif new_password[18] == '.':
- new_password = new_password_start + 'z' + new_password_end
- else:
- new_password = new_password_start + 'y' + new_password_end
- return new_password
- @classmethod
- def get_video_url(cls, video_info):
- video_url_dict = {}
- video_resource = video_info.get('videoResource', {})
- dash_120fps = video_resource.get('dash_120fps', {})
- normal = video_resource.get('normal', {})
- # 从dash_120fps和normal字典中获取video_list字典
- video_list = dash_120fps.get('video_list', {}) or normal.get('video_list', {})
- # 获取video_list字典中的video_4、video_3、video_2或video_1的值。如果找到非空视频URL,则将其赋值给变量video_url。否则,将赋值为空字符串。
- video = video_list.get('video_4') or video_list.get('video_3') or video_list.get('video_2') or video_list.get(
- 'video_1')
- video_url = video.get('backup_url_1', '') if video else ''
- audio_url = video.get('backup_url_1', '') if video else ''
- video_width = video.get('vwidth', 0) if video else 0
- video_height = video.get('vheight', 0) if video else 0
- video_url = re.sub(r'[^a-zA-Z0-9+/=]', '', video_url) # 从视频URL中删除特殊字符
- audio_url = re.sub(r'[^a-zA-Z0-9+/=]', '', audio_url) # 从音频URL中删除特殊字符
- video_url = base64.b64decode(video_url).decode('utf8') # 解码视频URL
- audio_url = base64.b64decode(audio_url).decode('utf8') # 解码音频URL
- video_url_dict["video_url"] = video_url
- video_url_dict["audio_url"] = audio_url
- video_url_dict["video_width"] = video_width
- video_url_dict["video_height"] = video_height
- return video_url_dict
- @classmethod
- def get_comment_cnt(cls, item_id):
- url = "https://www.ixigua.com/tlb/comment/article/v5/tab_comments/?"
- params = {
- "tab_index": "0",
- "count": "10",
- "offset": "10",
- "group_id": str(item_id),
- "item_id": str(item_id),
- "aid": "1768",
- "msToken": "50-JJObWB07HfHs-BMJWT1eIDX3G-6lPSF_i-QwxBIXE9VVa-iN0jbEXR5pG2DKjXBmP299n6ZTuXzY-GAy968CCvouSAYIS4GzvGQT3pNlKNejr5G4-1g==",
- "X-Bogus": "DFSzswVOyGtANVeWtCLMqR/F6q9U",
- "_signature": cls.random_signature(),
- }
- headers = {
- 'authority': 'www.ixigua.com',
- 'accept': 'application/json, text/plain, */*',
- 'accept-language': 'zh-CN,zh;q=0.9,en;q=0.8,en-GB;q=0.7,en-US;q=0.6',
- 'cache-control': 'no-cache',
- 'cookie': 'MONITOR_WEB_ID=67cb5099-a022-4ec3-bb8e-c4de6ba51dd0; passport_csrf_token=72b2574f3c99f8ba670e42df430218fd; passport_csrf_token_default=72b2574f3c99f8ba670e42df430218fd; sid_guard=c7472b508ea631823ba765a60cf8757f%7C1680867422%7C3024002%7CFri%2C+12-May-2023+11%3A37%3A04+GMT; uid_tt=c13f47d51767f616befe32fb3e9f485a; uid_tt_ss=c13f47d51767f616befe32fb3e9f485a; sid_tt=c7472b508ea631823ba765a60cf8757f; sessionid=c7472b508ea631823ba765a60cf8757f; sessionid_ss=c7472b508ea631823ba765a60cf8757f; sid_ucp_v1=1.0.0-KGUzNWYxNmRkZGJiZjgxY2MzZWNkMTEzMTkwYjY1Yjg5OTY5NzVlNmMKFQiu3d-eqQIQ3oDAoQYYGCAMOAhACxoCaGwiIGM3NDcyYjUwOGVhNjMxODIzYmE3NjVhNjBjZjg3NTdm; ssid_ucp_v1=1.0.0-KGUzNWYxNmRkZGJiZjgxY2MzZWNkMTEzMTkwYjY1Yjg5OTY5NzVlNmMKFQiu3d-eqQIQ3oDAoQYYGCAMOAhACxoCaGwiIGM3NDcyYjUwOGVhNjMxODIzYmE3NjVhNjBjZjg3NTdm; odin_tt=b893608d4dde2e1e8df8cd5d97a0e2fbeafc4ca762ac72ebef6e6c97e2ed19859bb01d46b4190ddd6dd17d7f9678e1de; SEARCH_CARD_MODE=7168304743566296612_0; support_webp=true; support_avif=false; csrf_session_id=a5355d954d3c63ed1ba35faada452b4d; tt_scid=7Pux7s634-z8DYvCM20y7KigwH5u7Rh6D9C-RROpnT.aGMEcz6Vsxp.oai47wJqa4f86; ttwid=1%7CHHtv2QqpSGuSu8r-zXF1QoWsvjmNi1SJrqOrZzg-UCY%7C1683858689%7Ca5223fe1500578e01e138a0d71d6444692018296c4c24f5885af174a65873c95; ixigua-a-s=3; msToken=50-JJObWB07HfHs-BMJWT1eIDX3G-6lPSF_i-QwxBIXE9VVa-iN0jbEXR5pG2DKjXBmP299n6ZTuXzY-GAy968CCvouSAYIS4GzvGQT3pNlKNejr5G4-1g==; __ac_nonce=0645dcbf0005064517440; __ac_signature=_02B4Z6wo00f01FEGmAwAAIDBKchzCGqn-MBRJpyAAHAjieFC5GEg6gGiwz.I4PRrJl7f0GcixFrExKmgt6QI1i1S-dQyofPEj2ugWTCnmKUdJQv-wYuDofeKNe8VtMtZq2aKewyUGeKU-5Ud21; ixigua-a-s=3',
- 'pragma': 'no-cache',
- 'referer': f'https://www.ixigua.com/{item_id}?logTag=3c5aa86a8600b9ab8540',
- 'sec-ch-ua': '"Microsoft Edge";v="113", "Chromium";v="113", "Not-A.Brand";v="24"',
- 'sec-ch-ua-mobile': '?0',
- 'sec-ch-ua-platform': '"macOS"',
- 'sec-fetch-dest': 'empty',
- 'sec-fetch-mode': 'cors',
- 'sec-fetch-site': 'same-origin',
- 'tt-anti-token': 'cBITBHvmYjEygzv-f9c78c1297722cf1f559c74b084e4525ce4900bdcf9e8588f20cc7c2e3234422',
- 'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36 Edg/113.0.1774.35',
- 'x-secsdk-csrf-token': '000100000001f8e733cf37f0cd255a51aea9a81ff7bc0c09490cfe41ad827c3c5c18ec809279175e4d9f5553d8a5'
- }
- urllib3.disable_warnings()
- s = requests.session()
- # max_retries=3 重试3次
- s.mount('http://', HTTPAdapter(max_retries=3))
- s.mount('https://', HTTPAdapter(max_retries=3))
- response = s.get(url=url, headers=headers, params=params, verify=False, proxies=Common.tunnel_proxies(), timeout=5)
- response.close()
- if response.status_code != 200 or 'total_number' not in response.json() or response.json() == {}:
- return 0
- return response.json().get("total_number", 0)
- # 获取视频详情
- @classmethod
- def get_video_info(cls, log_type, crawler, item_id):
- url = 'https://www.ixigua.com/api/mixVideo/information?'
- headers = {
- "accept-encoding": "gzip, deflate",
- "accept-language": "zh-CN,zh-Hans;q=0.9",
- "user-agent": get_random_user_agent('pc'),
- "referer": "https://www.ixigua.com/7102614741050196520?logTag=0531c88ac04f38ab2c62",
- }
- params = {
- 'mixId': str(item_id),
- 'msToken': 'IlG0wd0Pylyw9ghcYiB2YseUmTwrsrqqhXrbIcsSaTcLTJyVlbYJzk20zw3UO-CfrfC'
- 'NVVIOBNjIl7vfBoxnVUwO9ZyzAI3umSKsT5-pef_RRfQCJwmA',
- 'X-Bogus': 'DFSzswVupYTANCJOSBk0P53WxM-r',
- '_signature': '_02B4Z6wo0000119LvEwAAIDCuktNZ0y5wkdfS7jAALThuOR8D9yWNZ.EmWHKV0WSn6Px'
- 'fPsH9-BldyxVje0f49ryXgmn7Tzk-swEHNb15TiGqa6YF.cX0jW8Eds1TtJOIZyfc9s5emH7gdWN94',
- }
- cookies = {
- 'ixigua-a-s': '1',
- 'msToken': 'IlG0wd0Pylyw9ghcYiB2YseUmTwrsrqqhXrbIcsSaTcLTJyVlbYJzk20zw3UO-CfrfCNVVIOB'
- 'NjIl7vfBoxnVUwO9ZyzAI3umSKsT5-pef_RRfQCJwmA',
- 'ttwid': '1%7C_yXQeHWwLZgCsgHClOwTCdYSOt_MjdOkgnPIkpi-Sr8%7C1661241238%7Cf57d0c5ef3f1d7'
- '6e049fccdca1ac54887c34d1f8731c8e51a49780ff0ceab9f8',
- 'tt_scid': 'QZ4l8KXDG0YAEaMCSbADdcybdKbUfG4BC6S4OBv9lpRS5VyqYLX2bIR8CTeZeGHR9ee3',
- 'MONITOR_WEB_ID': '0a49204a-7af5-4e96-95f0-f4bafb7450ad',
- '__ac_nonce': '06304878000964fdad287',
- '__ac_signature': '_02B4Z6wo00f017Rcr3AAAIDCUVxeW1tOKEu0fKvAAI4cvoYzV-wBhq7B6D8k0no7lb'
- 'FlvYoinmtK6UXjRIYPXnahUlFTvmWVtb77jsMkKAXzAEsLE56m36RlvL7ky.M3Xn52r9t1IEb7IR3ke8',
- 'ttcid': 'e56fabf6e85d4adf9e4d91902496a0e882',
- '_tea_utm_cache_1300': 'undefined',
- 'support_avif': 'false',
- 'support_webp': 'false',
- 'xiguavideopcwebid': '7134967546256016900',
- 'xiguavideopcwebid.sig': 'xxRww5R1VEMJN_dQepHorEu_eAc',
- }
- urllib3.disable_warnings()
- s = requests.session()
- # max_retries=3 重试3次
- s.mount('http://', HTTPAdapter(max_retries=3))
- s.mount('https://', HTTPAdapter(max_retries=3))
- response = s.get(url=url, headers=headers, params=params, cookies=cookies, verify=False, proxies=Common.tunnel_proxies(), timeout=5)
- response.close()
- if response.status_code != 200 or 'data' not in response.json() or response.json()['data'] == {}:
- Common.logger(log_type, crawler).warning(f"get_video_info:{response.status_code}, {response.text}\n")
- return None
- else:
- video_info = response.json()['data'].get("gidInformation", {}).get("packerData", {}).get("video", {})
- if video_info == {}:
- return None
- video_dict = {
- "video_title": video_info.get("title", ""),
- "video_id": video_info.get("videoResource", {}).get("vid", ""),
- "gid": str(item_id),
- "play_cnt": int(video_info.get("video_watch_count", 0)),
- "like_cnt": int(video_info.get("video_like_count", 0)),
- "comment_cnt": int(cls.get_comment_cnt(item_id)),
- "share_cnt": 0,
- "favorite_cnt": 0,
- "duration": int(video_info.get("video_duration", 0)),
- "video_width": int(cls.get_video_url(video_info)["video_width"]),
- "video_height": int(cls.get_video_url(video_info)["video_height"]),
- "publish_time_stamp": int(video_info.get("video_publish_time", 0)),
- "publish_time_str": time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(video_info.get("video_publish_time", 0)))),
- "user_name": video_info.get("user_info", {}).get("name", ""),
- "user_id": str(video_info.get("user_info", {}).get("user_id", "")),
- "avatar_url": str(video_info.get("user_info", {}).get("avatar_url", "")),
- "cover_url": video_info.get("poster_url", ""),
- "audio_url": cls.get_video_url(video_info)["audio_url"],
- "video_url": cls.get_video_url(video_info)["video_url"],
- "session": f"xigua-search-{int(time.time())}"
- }
- return video_dict
- @classmethod
- def repeat_video(cls, log_type, crawler, video_id, env):
- sql = f""" select * from crawler_video where platform in ("{crawler}","{cls.platform}") and out_video_id="{video_id}"; """
- repeat_video = MysqlHelper.get_values(log_type, crawler, sql, env, action="")
- return len(repeat_video)
- @classmethod
- def get_search_videos(cls, log_type, crawler, user_list, rule_dict, env):
- Common.logger(log_type, crawler).info(f"搜索词总数:{len(user_list)}\n")
- Common.logging(log_type, crawler, env, f"搜索词总数:{len(user_list)}\n")
- for user_dict in user_list:
- try:
- cls.download_cnt = 0
- Common.logger(log_type, crawler).info(f"开始抓取 {user_dict['link']} 视频\n")
- Common.logging(log_type, crawler, env, f"开始抓取 {user_dict['link']} 视频\n")
- cls.get_videoList(log_type=log_type,
- crawler=crawler,
- user_dict=user_dict,
- rule_dict=rule_dict,
- env=env)
- except Exception as e:
- Common.logger(log_type, crawler).error(f"抓取{user_dict['link']}视频时异常:{e}\n")
- Common.logging(log_type, crawler, env, f"抓取{user_dict['link']}视频时异常:{e}\n")
- @classmethod
- def get_videoList(cls, log_type, crawler, user_dict, rule_dict, env):
- mq = MQ(topic_name="topic_crawler_etl_" + env)
- # 打印请求配置
- ca = DesiredCapabilities.CHROME
- ca["goog:loggingPrefs"] = {"performance": "ALL"}
- # 不打开浏览器运行
- chrome_options = webdriver.ChromeOptions()
- chrome_options.add_argument(f'user-agent=Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.79 Safari/537.36')
- chrome_options.add_argument("--window-size=1920,1080")
- chrome_options.add_argument("--headless")
- chrome_options.add_argument("--no-sandbox")
- if env == "dev":
- chromedriver = "/Users/wangkun/Downloads/chromedriver/chromedriver_v114/chromedriver"
- else:
- chromedriver = "/usr/bin/chromedriver"
- # driver初始化
- driver = webdriver.Chrome(desired_capabilities=ca, options=chrome_options, service=Service(chromedriver))
- driver.implicitly_wait(10)
- Common.logger(log_type, crawler).info(f"打开搜索页:{user_dict['link']}")
- Common.logging(log_type, crawler, env, f"打开搜索页:{user_dict['link']}")
- driver.get(f"https://www.ixigua.com/search/{user_dict['link']}/")
- time.sleep(2)
- # Common.logger(log_type, crawler).info("关闭登录弹框")
- # Common.logging(log_type, crawler, env, "关闭登录弹框")
- if driver.find_elements(By.XPATH, '//*[@class="xg-notification-close"]') != 0:
- driver.find_element(By.XPATH, '//*[@class="xg-notification-close"]').click()
- while True:
- # 查找视频列表
- video_elements = driver.find_elements(By.XPATH, '//*[@class="HorizontalFeedCard__coverWrapper disableZoomAnimation"]')
- if len(video_elements) == 0:
- Common.logger(log_type, crawler).warning('未搜索到视频\n')
- Common.logging(log_type, crawler, env, '未搜索到视频\n')
- driver.quit()
- return
- elif len(video_elements) == 1000:
- Common.logger(log_type, crawler).info("已扫描 1000 条视频\n")
- break
- elif driver.find_element(By.XPATH, '//*[@class="Feed-footer"]').text == "没有更多内容了":
- Common.logger(log_type, crawler).info(f"已扫描 {len(video_elements)} 条视频\n")
- break
- else:
- # 拖动列表最后一条视频至屏幕中间
- Common.logger(log_type, crawler).info("拖动列表最后一条视频至屏幕中间")
- action = ActionChains(driver)
- action.move_to_element(video_elements[-1]).perform()
- time.sleep(1)
- for i, video_element in enumerate(video_elements):
- try:
- if cls.download_cnt >= int(rule_dict.get("videos_cnt", {}).get("min", 30)):
- Common.logger(log_type, crawler).info(f"搜索词: {user_dict['link']},已下载视频数: {cls.download_cnt}\n")
- Common.logging(log_type, crawler, env, f"搜索词: {user_dict['link']},已下载视频数: {cls.download_cnt}\n")
- driver.quit()
- return
- Common.logger(log_type, crawler).info(f'正在抓取第{i+1}条视频')
- Common.logging(log_type, crawler, env, f'正在抓取第{i+1}条视频')
- item_id = video_element.get_attribute('href').split("com/")[-1].split("?&")[0]
- # title = video_element.get_attribute('title')
- # Common.logger(log_type, crawler).info(f"标题:{title}")
- # Common.logging(log_type, crawler, env, f"标题:{title}")
- video_dict = cls.get_video_info(log_type, crawler, item_id)
- if video_dict is None:
- Common.logger(log_type, crawler).info("无效视频\n")
- Common.logging(log_type, crawler, env, "无效视频\n")
- continue
- for k, v in video_dict.items():
- Common.logger(log_type, crawler).info(f"{k}:{v}")
- Common.logging(log_type, crawler, env, f"{video_dict}")
- if download_rule(log_type=log_type, crawler=crawler, video_dict=video_dict, rule_dict=rule_dict) is False:
- Common.logger(log_type, crawler).info("不满足抓取规则\n")
- Common.logging(log_type, crawler, env, "不满足抓取规则\n")
- elif any(str(word) if str(word) in video_dict["video_title"] else False
- for word in get_config_from_mysql(log_type=log_type,
- source=crawler,
- env=env,
- text="filter",
- action="")) is True:
- Common.logger(log_type, crawler).info('已中过滤词\n')
- Common.logging(log_type, crawler, env, '已中过滤词\n')
- elif cls.repeat_video(log_type, crawler, video_dict["video_id"], env) != 0:
- Common.logger(log_type, crawler).info('视频已下载\n')
- Common.logging(log_type, crawler, env, '视频已下载\n')
- else:
- # title_score = get_title_score(log_type, "kuaishou", "16QspO", "0usaDk", video_dict["video_title"])
- # if title_score <= 0.3:
- # Common.logger(log_type, crawler).info(f"权重分:{title_score}<=0.3\n")
- # Common.logging(log_type, crawler, env, f"权重分:{title_score}<=0.3\n")
- # continue
- # Common.logger(log_type, crawler).info(f"权重分:{title_score}>0.3\n")
- # Common.logging(log_type, crawler, env, f"权重分:{title_score}>0.3\n")
- # cls.download_publish(log_type=log_type,
- # crawler=crawler,
- # user_dict=user_dict,
- # video_dict=video_dict,
- # rule_dict=rule_dict,
- # title_score=title_score,
- # env=env)
- video_dict["out_user_id"] = video_dict["user_id"]
- video_dict["platform"] = crawler
- video_dict["strategy"] = log_type
- video_dict["out_video_id"] = video_dict["video_id"]
- video_dict["width"] = video_dict["video_width"]
- video_dict["height"] = video_dict["video_height"]
- video_dict["crawler_rule"] = json.dumps(rule_dict)
- video_dict["user_id"] = user_dict["uid"]
- video_dict["publish_time"] = video_dict["publish_time_str"]
- video_dict["strategy_type"] = log_type
- mq.send_msg(video_dict)
- cls.download_cnt += 1
- Common.logger(log_type, crawler).info("满足下载规则\n")
- except Exception as e:
- Common.logger(log_type, crawler).warning(f"抓取单条视频异常:{e}\n")
- Common.logging(log_type, crawler, env, f"抓取单条视频异常:{e}\n")
- if __name__ == '__main__':
- pass
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