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@@ -0,0 +1,498 @@
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+import json
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+import os
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+import re
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+import random
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+import sys
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+import string
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+import time
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+import uuid
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+import base64
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+import requests
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+from fake_useragent import FakeUserAgent
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+
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+from common.mq import MQ
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+
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+sys.path.append(os.getcwd())
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+
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+from common import PiaoQuanPipeline, tunnel_proxies
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+from common.limit import AuthorLimit
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+
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+
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+def extract_info_by_re(text):
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+ """
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+ 通过正则表达式获取文本中的信息
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+ :param text:
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+ :return:
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+ """
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+ # 标题
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+ title_match = re.search(r'<title[^>]*>(.*?)</title>', text)
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+ if title_match:
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+ title_content = title_match.group(1)
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+ title_content = title_content.split(" - ")[0]
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+ title_content = bytes(title_content, "latin1").decode()
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+ else:
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+ title_content = ""
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+ # video_url
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+ main_url = re.search(r'("main_url":")(.*?)"', text)[0]
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+ main_url = main_url.split(":")[1]
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+ decoded_data = base64.b64decode(main_url)
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+ try:
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+ # 尝试使用utf-8解码
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+ video_url = decoded_data.decode()
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+ except UnicodeDecodeError:
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+ # 如果utf-8解码失败，尝试使用其他编码方式
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+ video_url = decoded_data.decode('latin-1')
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+
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+ # video_id
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+ video_id = re.search(r'"vid":"(.*?)"', text).group(1)
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+
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+ # like_count
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+ like_count = re.search(r'"video_like_count":(.*?),', text).group(1)
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+
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+ # cover_url
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+ cover_url = re.search(r'"avatar_url":"(.*?)"', text).group(1)
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+
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+ # video_play
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+ video_watch_count = re.search(r'"video_watch_count":(.*?),', text).group(1)
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+
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+ # "video_publish_time"
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+ publish_time = re.search(r'"video_publish_time":"(.*?)"', text).group(1)
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+
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+ # video_duration
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+ duration = re.search(r'("video_duration":)(.*?)"', text).group(2).replace(",", "")
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+ return {
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+ "title": title_content,
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+ "url": video_url,
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+ "video_id": video_id,
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+ "like_count": like_count,
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+ "cover_url": cover_url,
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+ "play_count": video_watch_count,
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+ "publish_time": publish_time,
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+ "duration": duration
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+ }
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+
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+
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+def random_signature():
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+ """
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+ 随机生成签名
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+ """
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+ src_digits = string.digits # string_数字
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+ src_uppercase = string.ascii_uppercase # string_大写字母
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+ src_lowercase = string.ascii_lowercase # string_小写字母
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+ digits_num = random.randint(1, 6)
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+ uppercase_num = random.randint(1, 26 - digits_num - 1)
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+ lowercase_num = 26 - (digits_num + uppercase_num)
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+ password = (
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+ random.sample(src_digits, digits_num)
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+ + random.sample(src_uppercase, uppercase_num)
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+ + random.sample(src_lowercase, lowercase_num)
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+ )
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+ random.shuffle(password)
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+ new_password = "AAAAAAAAAA" + "".join(password)[10:-4] + "AAAB"
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+ new_password_start = new_password[0:18]
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+ new_password_end = new_password[-7:]
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+ if new_password[18] == "8":
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+ new_password = new_password_start + "w" + new_password_end
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+ elif new_password[18] == "9":
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+ new_password = new_password_start + "x" + new_password_end
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+ elif new_password[18] == "-":
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+ new_password = new_password_start + "y" + new_password_end
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+ elif new_password[18] == ".":
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+ new_password = new_password_start + "z" + new_password_end
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+ else:
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+ new_password = new_password_start + "y" + new_password_end
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+ return new_password
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+
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+
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+def byte_dance_cookie(item_id):
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+ """
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+ 获取西瓜视频的 cookie
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+ :param item_id:
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+ """
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+ sess = requests.Session()
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+ sess.headers.update({
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+ 'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 11_1_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36',
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+ 'referer': 'https://www.ixigua.com/home/{}/'.format(item_id),
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+ })
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+
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+ # 获取 cookies
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+ sess.get('https://i.snssdk.com/slardar/sdk.js?bid=xigua_video_web_pc')
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+ data = '{"region":"cn","aid":1768,"needFid":false,"service":"www.ixigua.com","migrate_info":{"ticket":"","source":"node"},"cbUrlProtocol":"https","union":true}'
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+ r = sess.post('https://ttwid.bytedance.com/ttwid/union/register/', data=data)
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+ # print(r.text)
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+ return r.cookies.values()[0]
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+
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+
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+class XiGuaAuthor(object):
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+ """
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+ 西瓜账号爬虫
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+ """
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+
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+ def __init__(self, platform, mode, rule_dict, env, user_list):
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+ self.platform = platform
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+ self.mode = mode
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+ self.rule_dict = rule_dict
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+ self.env = env
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+ self.user_list = user_list
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+ self.mq = MQ(topic_name="topic_crawler_etl_" + self.env)
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+ self.download_count = 0
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+ self.limiter = AuthorLimit(platform=self.platform, mode=self.mode)
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+
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+ def rule_maker(self, account):
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+ """
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+ 通过不同的账号生成不同的规则
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+ :param account: 输入的账号信息
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+ {'play_cnt': {'min': 100000, 'max': 0}, 'period': {'min': 5, 'max': 5}}
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+ """
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+ temp = account['link'].split("_")
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+ if len(temp) == 1:
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+ return self.rule_dict
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+ else:
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+ flag = temp[-2]
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+ match flag:
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+ case "V1":
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+ rule_dict = {
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+ "play_cnt": {"min": 100000, "max": 0},
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+ 'period': {"min": 90, "max": 90},
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+ 'special': 0.02
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+ }
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+ return rule_dict
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+ case "V2":
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+ rule_dict = {
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+ "play_cnt": {"min": 10000, "max": 0},
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+ 'period': {"min": 90, "max": 90},
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+ 'special': 0.01
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+ }
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+ return rule_dict
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+ case "V3":
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+ rule_dict = {
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+ "play_cnt": {"min": 5000, "max": 0},
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+ 'period': {"min": 90, "max": 90},
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+ 'special': 0.01
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+ }
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+ return rule_dict
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+
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+ def get_author_list(self):
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+ """
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+ 每轮只抓取定量的数据，到达数量后自己退出
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+ 获取账号列表以及账号信息
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+ """
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+ # max_count = int(self.rule_dict.get("videos_cnt", {}).get("min", 300))
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+ for user_dict in self.user_list:
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+ # if self.download_count <= max_count:
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+
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+ flag = user_dict["link"][0]
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+ print(user_dict)
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+ print(flag)
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+ match flag:
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+ case "V":
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+ self.get_video_list(user_dict)
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+ case "X":
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+ self.get_tiny_video_list(user_dict)
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+ case "h":
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+ self.get_video_list(user_dict)
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+ case "D":
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+ self.get_video_list(user_dict)
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+ case "B":
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+ self.get_video_list(user_dict)
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+ self.get_tiny_video_list(user_dict)
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+
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+ # time.sleep(random.randint(1, 15))
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+ # else:
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+ # AliyunLogger.logging(
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+ # code="2000",
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+ # platform=self.platform,
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+ # mode=self.mode,
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+ # env=self.env,
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+ # message="本轮已经抓取足够数量的视频，已经自动退出",
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+ # )
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+ # return
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+
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+ def get_video_list(self, user_dict):
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+ """
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+ 获取某个账号的视频列表
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+ 账号分为 3 类
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+ """
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+ offset = 0
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+ signature = random_signature()
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+ link = user_dict['link'].split("_")[-1]
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+ url = "https://www.ixigua.com/api/videov2/author/new_video_list?"
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+ while True:
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+ to_user_id = str(link.replace("https://www.ixigua.com/home/", ""))
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+ params = {
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+ "to_user_id": to_user_id,
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+ "offset": str(offset),
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+ "limit": "30",
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+ "maxBehotTime": "0",
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+ "order": "new",
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+ "isHome": "0",
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+ "_signature": signature,
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+ }
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+ headers = {
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+ "referer": f'https://www.ixigua.com/home/{link.replace("https://www.ixigua.com/home/", "")}/video/?preActiveKey=hotsoon&list_entrance=userdetail',
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+ "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/110.0.0.0 Safari/537.36 Edg/110.0.1587.41",
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+ }
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+ response = requests.get(
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+ url=url,
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+ headers=headers,
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+ params=params,
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+ proxies=tunnel_proxies(),
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+ timeout=5,
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+ )
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+ offset += 30
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+ if "data" not in response.text or response.status_code != 200:
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+ message = f"get_videoList:{response.text}\n"
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+ print(message)
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+ return
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+ elif not response.json()["data"]["videoList"]:
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+ message = f"没有更多数据啦~\n"
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+ print(params)
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+ return
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+ else:
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+ feeds = response.json()["data"]["videoList"]
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+ for video_obj in feeds:
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+ message = "扫描到一条视频"
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+ print(message)
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+ date_flag = self.process_video_obj(video_obj, user_dict, "l")
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+ if not date_flag:
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+ return
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+
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+ def get_tiny_video_list(self, user_dict):
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+ """
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+ 获取小视频
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+ """
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+ url = "https://www.ixigua.com/api/videov2/hotsoon/video"
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+ max_behot_time = "0"
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+ link = user_dict['link'].split("_")[-1]
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+ to_user_id = str(link.replace("https://www.ixigua.com/home/", ""))
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+ while True:
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+ params = {
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+ "to_user_id": to_user_id,
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+ "max_behot_time": max_behot_time,
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+ "_signature": random_signature()
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+ }
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+ headers = {
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+ "referer": "https://www.ixigua.com/{}?&".format(to_user_id),
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+ "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/110.0.0.0 Safari/537.36 Edg/110.0.1587.41",
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+ }
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+ response = requests.get(
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+ url=url,
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+ headers=headers,
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+ params=params,
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+ proxies=tunnel_proxies(),
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+ timeout=5,
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+ )
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+ if "data" not in response.text or response.status_code != 200:
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+ AliyunLogger.logging(
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+ code="2000",
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+ platform=self.platform,
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+ mode=self.mode,
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+ env=self.env,
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+ message=f"get_videoList:{response.text}\n",
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+ )
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+ return
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+ elif not response.json()["data"]["data"]:
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+ AliyunLogger.logging(
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+ code="2000",
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+ platform=self.platform,
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+ mode=self.mode,
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+ env=self.env,
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|
|
|
|
+ message=f"没有更多数据啦~\n",
|
|
|
|
|
+ )
|
|
|
|
|
+ return
|
|
|
|
|
+ else:
|
|
|
|
|
+ video_list = response.json()['data']['data']
|
|
|
|
|
+ max_behot_time = video_list[-1]["max_behot_time"]
|
|
|
|
|
+ for video_obj in video_list:
|
|
|
|
|
+ try:
|
|
|
|
|
+ AliyunLogger.logging(
|
|
|
|
|
+ code="1001",
|
|
|
|
|
+ account=user_dict['uid'],
|
|
|
|
|
+ platform=self.platform,
|
|
|
|
|
+ mode=self.mode,
|
|
|
|
|
+ env=self.env,
|
|
|
|
|
+ data=video_obj,
|
|
|
|
|
+ message="扫描到一条小视频",
|
|
|
|
|
+ )
|
|
|
|
|
+ date_flag = self.process_video_obj(video_obj, user_dict, "s")
|
|
|
|
|
+ if not date_flag:
|
|
|
|
|
+ return
|
|
|
|
|
+ except Exception as e:
|
|
|
|
|
+ AliyunLogger.logging(
|
|
|
|
|
+ code="3000",
|
|
|
|
|
+ platform=self.platform,
|
|
|
|
|
+ mode=self.mode,
|
|
|
|
|
+ env=self.env,
|
|
|
|
|
+ data=video_obj,
|
|
|
|
|
+ message="抓取单条视频异常, 报错原因是: {}".format(e),
|
|
|
|
|
+ )
|
|
|
|
|
+
|
|
|
|
|
+ def process_video_obj(self, video_obj, user_dict, f):
|
|
|
|
|
+ """
|
|
|
|
|
+ process video_obj and extract video_url
|
|
|
|
|
+ """
|
|
|
|
|
+ new_rule = self.rule_maker(user_dict)
|
|
|
|
|
+ trace_id = self.platform + str(uuid.uuid1())
|
|
|
|
|
+ if f == "s":
|
|
|
|
|
+ item_id = video_obj.get("id_str", "")
|
|
|
|
|
+ else:
|
|
|
|
|
+ item_id = video_obj.get("item_id", "")
|
|
|
|
|
+ if not item_id:
|
|
|
|
|
+ message="无效视频"
|
|
|
|
|
+ print(message)
|
|
|
|
|
+ return
|
|
|
|
|
+ # 获取视频信息
|
|
|
|
|
+ video_dict = self.get_video_info(item_id=item_id, trace_id=trace_id)
|
|
|
|
|
+ # video_dict["out_user_id"] = video_dict["user_id"]
|
|
|
|
|
+ video_dict["platform"] = self.platform
|
|
|
|
|
+ video_dict["strategy"] = self.mode
|
|
|
|
|
+ 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(new_rule)
|
|
|
|
|
+ video_dict["user_id"] = user_dict["uid"]
|
|
|
|
|
+ video_dict["publish_time"] = video_dict["publish_time_str"]
|
|
|
|
|
+ video_dict["strategy_type"] = self.mode
|
|
|
|
|
+ video_dict["update_time_stamp"] = int(time.time())
|
|
|
|
|
+ if int(time.time()) - video_dict['publish_time_stamp'] > 3600 * 24 * int(
|
|
|
|
|
+ new_rule.get("period", {}).get("max", 1000)):
|
|
|
|
|
+ if not video_obj['is_top']:
|
|
|
|
|
+ """
|
|
|
|
|
+ 非置顶数据发布时间超过才退出
|
|
|
|
|
+ """
|
|
|
|
|
+
|
|
|
|
|
+ message = "发布时间超过{}天".format(
|
|
|
|
|
+ int(new_rule.get("period", {}).get("max", 1000))
|
|
|
|
|
+ )
|
|
|
|
|
+ print(message)
|
|
|
|
|
+
|
|
|
|
|
+ return False
|
|
|
|
|
+ pipeline = PiaoQuanPipeline(
|
|
|
|
|
+ platform=self.platform,
|
|
|
|
|
+ mode=self.mode,
|
|
|
|
|
+ rule_dict=new_rule,
|
|
|
|
|
+ env=self.env,
|
|
|
|
|
+ item=video_dict,
|
|
|
|
|
+ trace_id=trace_id,
|
|
|
|
|
+ )
|
|
|
|
|
+ limit_flag = self.limiter.author_limitation(user_id=video_dict['user_id'])
|
|
|
|
|
+ print(json.dumps(video_dict, ensure_ascii=False, indent=4))
|
|
|
|
|
+ # if limit_flag:
|
|
|
|
|
+ # title_flag = pipeline.title_flag()
|
|
|
|
|
+ # repeat_flag = pipeline.repeat_video()
|
|
|
|
|
+ # if title_flag and repeat_flag:
|
|
|
|
|
+ # if new_rule.get("special"):
|
|
|
|
|
+ # if int(video_dict['play_cnt']) >= int(new_rule.get("play_cnt", {}).get("min", 100000)):
|
|
|
|
|
+ # if float(video_dict['like_cnt']) / float(video_dict['play_cnt']) >= new_rule['special']:
|
|
|
|
|
+ # print(json.dumps(video_dict, ensure_ascii=False, indent=4))
|
|
|
|
|
+ # # self.mq.send_msg(video_dict)
|
|
|
|
|
+ # self.download_count += 1
|
|
|
|
|
+ #
|
|
|
|
|
+ # return True
|
|
|
|
|
+ # else:
|
|
|
|
|
+ # message="不满足特殊规则, 点赞量/播放量"
|
|
|
|
|
+ # print(json.dumps(video_dict, ensure_ascii=False, indent=4))
|
|
|
|
|
+ # print(message)
|
|
|
|
|
+ # return False
|
|
|
|
|
+ #
|
|
|
|
|
+ # else:
|
|
|
|
|
+ # if int(video_dict['play_cnt']) >= int(new_rule.get("play_cnt", {}).get("min", 100000)):
|
|
|
|
|
+ # self.mq.send_msg(video_dict)
|
|
|
|
|
+ # self.download_count += 1
|
|
|
|
|
+ # message="成功发送 MQ 至 ETL",
|
|
|
|
|
+ # )
|
|
|
|
|
+ # return True
|
|
|
|
|
+ # else:
|
|
|
|
|
+ # AliyunLogger.logging(
|
|
|
|
|
+ # code="2008",
|
|
|
|
|
+ # account=user_dict['uid'],
|
|
|
|
|
+ # platform=self.platform,
|
|
|
|
|
+ # mode=self.mode,
|
|
|
|
|
+ # env=self.env,
|
|
|
|
|
+ # message="不满足特殊规则, 播放量",
|
|
|
|
|
+ # data=video_dict
|
|
|
|
|
+ # )
|
|
|
|
|
+ # return True
|
|
|
|
|
+
|
|
|
|
|
+ def get_video_info(self, item_id, trace_id):
|
|
|
|
|
+ """
|
|
|
|
|
+ 获取视频信息
|
|
|
|
|
+ """
|
|
|
|
|
+ url = "https://www.ixigua.com/{}".format(item_id)
|
|
|
|
|
+ headers = {
|
|
|
|
|
+ "accept-encoding": "gzip, deflate",
|
|
|
|
|
+ "accept-language": "zh-CN,zh-Hans;q=0.9",
|
|
|
|
|
+ "user-agent": FakeUserAgent().random,
|
|
|
|
|
+ "cookie": "ttwid={}".format(byte_dance_cookie(item_id)),
|
|
|
|
|
+ "referer": "https://www.ixigua.com/{}/".format(item_id),
|
|
|
|
|
+ }
|
|
|
|
|
+ response = requests.get(
|
|
|
|
|
+ url=url,
|
|
|
|
|
+ headers=headers,
|
|
|
|
|
+ proxies=tunnel_proxies(),
|
|
|
|
|
+ timeout=5,
|
|
|
|
|
+ )
|
|
|
|
|
+ video_info = extract_info_by_re(response.text)
|
|
|
|
|
+ video_dict = {
|
|
|
|
|
+ "video_title": video_info.get("title", ""),
|
|
|
|
|
+ "video_id": video_info.get("video_id"),
|
|
|
|
|
+ "gid": str(item_id),
|
|
|
|
|
+ "play_cnt": int(video_info.get("play_count", 0)),
|
|
|
|
|
+ "like_cnt": int(video_info.get("like_count", 0)),
|
|
|
|
|
+ "comment_cnt": 0,
|
|
|
|
|
+ "share_cnt": 0,
|
|
|
|
|
+ "favorite_cnt": 0,
|
|
|
|
|
+ "duration": int(video_info.get("duration", 0)),
|
|
|
|
|
+ "video_width": 0,
|
|
|
|
|
+ "video_height": 0,
|
|
|
|
|
+ "publish_time_stamp": int(video_info.get("publish_time", 0)),
|
|
|
|
|
+ "publish_time_str": time.strftime(
|
|
|
|
|
+ "%Y-%m-%d %H:%M:%S",
|
|
|
|
|
+ time.localtime(int(video_info.get("publish_time", 0))),
|
|
|
|
|
+ ),
|
|
|
|
|
+ "avatar_url": str(
|
|
|
|
|
+ video_info.get("user_info", {}).get("avatar_url", "")
|
|
|
|
|
+ ),
|
|
|
|
|
+ "cover_url": video_info.get("cover_url", ""),
|
|
|
|
|
+ "video_url": video_info.get("url"),
|
|
|
|
|
+ "session": f"xigua-search-{int(time.time())}",
|
|
|
|
|
+ }
|
|
|
|
|
+ return video_dict
|
|
|
|
|
+
|
|
|
|
|
+
|
|
|
|
|
+if __name__ == "__main__":
|
|
|
|
|
+ user_list = [
|
|
|
|
|
+ {
|
|
|
|
|
+ "uid": 6267140,
|
|
|
|
|
+ "source": "xigua",
|
|
|
|
|
+ "link": "https://www.ixigua.com/home/2779177225827568",
|
|
|
|
|
+ "nick_name": "秋晴爱音乐",
|
|
|
|
|
+ "avatar_url": "",
|
|
|
|
|
+ "mode": "author",
|
|
|
|
|
+ },
|
|
|
|
|
+ {
|
|
|
|
|
+ "uid": 6267140,
|
|
|
|
|
+ "source": "xigua",
|
|
|
|
|
+ "link": "https://www.ixigua.com/home/2885546124776780",
|
|
|
|
|
+ "nick_name": "朗诵放歌的老山羊",
|
|
|
|
|
+ "avatar_url": "",
|
|
|
|
|
+ "mode": "author",
|
|
|
|
|
+ },
|
|
|
|
|
+ {
|
|
|
|
|
+ "uid": 6267140,
|
|
|
|
|
+ "source": "xigua",
|
|
|
|
|
+ "link": "https://www.ixigua.com/home/5880938217",
|
|
|
|
|
+ "nick_name": "天原声疗",
|
|
|
|
|
+ "avatar_url": "",
|
|
|
|
|
+ "mode": "author",
|
|
|
|
|
+ },
|
|
|
|
|
+ ]
|
|
|
|
|
+ rule = {'period': {'min': 30, 'max': 30}, 'duration': {'min': 20, 'max': 0}, 'play_cnt': {'min': 100000, 'max': 0}}
|
|
|
|
|
+ XGA = XiGuaAuthor(
|
|
|
|
|
+ platform="xigua",
|
|
|
|
|
+ mode="author",
|
|
|
|
|
+ rule_dict=rule,
|
|
|
|
|
+ env="prod",
|
|
|
|
|
+ user_list=user_list
|
|
|
|
|
+ )
|
|
|
|
|
+ XGA.get_author_list()
|
罗俊辉