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@@ -0,0 +1,275 @@
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+import random
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+import time
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+from datetime import datetime
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+
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+import requests
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+import json
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+
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+from common import Feishu
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+from common.sql_help import sqlCollect
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+
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+
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+class QplKs:
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+ @classmethod
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+ def ks_star_info(cls):
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+ content_type = [{'美食': '673'}, {'旅游': '679'}, {'音乐': '687'}, {'时政资讯': '692'}, {'健康医疗': '684'},
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+ {'军事': '701'}, {'教育培训': '685'}, {'生活': '677'}, {'舞蹈': '688'},
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+ {'母婴亲子': '676'}, {'萌宠': '691'}, {'情感': '696'}, {'搞笑': '695'}, {'人文': '697'},
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+ {'三农': '694'}, {'科学与法律': '693'}, {'读书': '689'}, {'奇人异象': '700'}, {'民生资讯': '703'},
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+ {'纪实类': '705'}, {'财经投资': '690'}, {'摄影': '704'}, {'艺术文化': '682'}, {'房产家居': '683'},
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+ {'短剧': '674'}, {'时尚': '675'}, {'影视娱乐': '702'}, {'体育运动': '680'}, {'健身达人': '706'},
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+ {'星座命理': '699'}, {'汽车': '678'}, {'高新数码': '686'}]
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+ fans_count = [{10000000: 0}, {5000000: 10000000}, {3000000: 5000000}, {1000000: 3000000}, {100000: 1000000}, {0: 100000}]
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+
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+
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+ # fans_count = [{10000000: 0}, {5000000: 10000000}]
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+ url = "https://k.kuaishou.com/rest/web/star/list"
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+ headers = {
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+ 'Accept': 'application/json',
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+ 'Accept-Language': 'zh-CN,zh;q=0.9',
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+ 'Content-Type': 'application/json',
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+ 'Cookie': 'did=web_9c6a04a4004fdb7c95a658a56ed275b6; didv=1711519980000; apdid=328ac94f-4040-41fe-a038-b60140291aca99fb22e9862c74736f53d57b666ee53b:1719580529:1; language=zh-CN; ud=2205012540; app_id=ks686235996059836592; expire_time=1800; userId=2574854626; access_token=ChFvYXV0aC5hY2Nlc3NUb2tlbhIwIRvxysHMF86NQiMYMtw1_s0zM4gAEA9_4VrJixHfjYqD8RBNius0YXow_kWI0B8sGhINVY3cQVhC4YDnv5YNyfZ0IKwiIObPEx_s6MCNTBHJclEO0mnOPHspy1vnwt-9536AWyqYKAUwAQ; nc_user_id=CiVhZC5ub3RpZnkuY2VudGVyLm9hdXRoLnVzZXIuaWQuc2VjcmV0EiAtVd5hI6zlT9/UG3HxzRPGDpAxZul8rkwLeQzpGx4y5xoS0fOAqkTADrggSZ6ZpciI2NO9IiBQFbr8Uk6ApRwM5LcFRtS+AAj/QbpiELCRBW7L200+nCgFMAE=; kuaishou.ad.social_st=ChVrdWFpc2hvdS5hZC5zb2NpYWwuc3QSoAFByWIrb3A2KGuX_eJCqlJa6wQTlc2l7mp_MQN_5RLJ4INIE2O3-v18nVEBafp8VK9sY5-ExW_XMpfak7gT8EoI0ft5snPqXur9Ki4gVWIbK-Z-VkyQFkAaD6qB-VtBsqiUoHEmAI9s1H-1kLMKYTCwBUbPH8TsBbnPQw0Lg8NvSQ2Gl4_DP0uA4ouuPFjKJtcoEs9SEz9VbPFfC7X0iDQFGhIk8-y_Rw9CUpd3ZdyZev2LvtUiIKLFKmL283X9GwjqcIMqjlF3erFhqI1QIA9aK-z1gQh3KAUwAQ; kuaishou.ad.social_ph=8764c8e6b60f8cff08b469a56da3fdbe2482; did=web_9c6a04a4004fdb7c95a658a56ed275b6; didv=1711522726000',
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+ 'Origin': 'https://k.kuaishou.com',
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+ 'Pragma': 'no-cache',
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+ 'Referer': 'https://k.kuaishou.com/',
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+ 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36',
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+ }
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+ for count in fans_count:
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+ (fans_min_num, fans_max_num), = count.items()
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+ for content in content_type:
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+ (content_name, content_id), = content.items()
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+ current_page = 1
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+ while True:
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+ payload_data = {
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+ "currentPage": current_page,
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+ "pageSize": 20,
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+ "starOrderTag": 3,
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+ "taskType": 1,
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+ "marketingGoal": 1,
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+ "viewerAgeList": [ # 观众画像 50+
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+ {
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+ "from": "0.50",
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+ "to": "1.00",
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+ "queryName": "50+"
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+ }
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+ ],
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+ "userName": "",
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+ "vitalityTags": [ # 活跃度 近期短视频活跃
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+ "668"
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+ ],
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+ "contentTagIdList": [ # 内容类型
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+ {
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+ "id": str(content_id),
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+ "selectFirstLevelId": True
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+ }
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+ ],
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+ # "starTagIds": [ # 高调性
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+ # 13
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+ # ]
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+ # "fansMinNum": 1000000, # 粉丝数量
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+ # "fansMaxNum": 3000000, # 粉丝数量
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+ }
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+ if fans_min_num > 0:
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+ payload_data["fansMinNum"] = fans_min_num
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+ if fans_max_num > 0:
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+ payload_data["fansMaxNum"] = fans_max_num
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+ payload = json.dumps(payload_data)
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+
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+ time.sleep(random.randint(10, 20))
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+ response = requests.request("POST", url, headers=headers, data=payload)
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+ response = response.json()
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+ print(f"开始扫描{content}")
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+
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+ result = response["result"]
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+ if result == 1:
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+ total = response["total"] # 总条数
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+ if total == 0:
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+ print(f"没有扫描到数据{content}")
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+ break
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+ star_list = response["starList"]
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+ if len(star_list) == 0 or star_list == []:
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+ break
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+ for star in star_list:
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+ print(f"扫描到一条数据{content}")
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+ user_id = star["userId"]
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+ star_id = star["starId"]
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+ name = star["name"] # 用户名
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+ kwai_id = star["kwaiId"] # 用户名id
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+ gender = star["gender"] # 性别
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+ fans_number = star["fansNumber"] # 粉丝数
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+ profile_id = star["profileId"] # 主页id
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+ star_tag_str = star["starTagStr"] # 内容类型1
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+ industry_tag_str = star["industryTagStr"] # 内容类型2
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+ photo_expect_play = star["photoExpectPlay"] # 预期播放量
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+ photo_expect_cpm = star["photoExpectCpm"] # 预期CPM
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+ photo_interaction_rate = star["photoInteractionRate"] # 互动率
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+ photo_complete_play_rate = star["photoCompletePlayRate"] # 完播率
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+ fans_increase_num = star["fansIncreaseNum"] # 粉丝增长量
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+ fans_increase_rate = star["fansIncreaseRate"] # 粉丝增长率
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+ sqlCollect.insert_ks_star_data(user_id, star_id, name, kwai_id, gender, fans_number, profile_id, star_tag_str, industry_tag_str, photo_expect_play, photo_expect_cpm, photo_interaction_rate, photo_complete_play_rate, fans_increase_num, fans_increase_rate)
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+ print(f"{star_id}-{profile_id}获取列表入库成功")
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+ cls.ks_star_works_info(star_id, profile_id)
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+ time.sleep(5)
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+ cls.ks_list_portrait_info(star_id, profile_id)
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+ time.sleep(5)
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+ # # if res == 1:
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+ # current_time = datetime.now()
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+ # formatted_time = current_time.strftime("%Y-%m-%d %H:%M:%S")
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+ # if fans_min_num == 0:
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+ # fans = f"{fans_max_num}及以下"
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+ # if fans_max_num == 0:
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+ # fans = f"{fans_min_num}及以上"
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+ # else:
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+ # fans = f"{fans_min_num}~{fans_max_num}"
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+ # values = [
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+ # [
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+ # name,
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+ # gender,
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+ # fans_number,
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+ # profile_id,
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+ # "https://www.kuaishou.com/profile/"+profile_id,
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+ # star_tag_str,
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+ # industry_tag_str,
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+ # photo_expect_play,
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+ # photo_expect_cpm,
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+ # photo_interaction_rate,
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+ # photo_complete_play_rate,
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+ # fans_increase_num,
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+ # fans_increase_rate,
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+ # fans,
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+ # formatted_time
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+ # ]
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+ # ]
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+ # Feishu.insert_columns("GjGZsmW2ahaCe4tmzDTc58tVnbe", "COyUUm", "ROWS", 1, 2)
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+ # time.sleep(0.5)
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+ # Feishu.update_values("GjGZsmW2ahaCe4tmzDTc58tVnbe", "COyUUm", "A2:Z2", values)
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+ # print(f"入库到一条数据{content}")
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+ current_page += 1
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+ if total < 20:
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+ break
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+ else:
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+ page = int(total)/20
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+ if current_page > int(page)+1:
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+ break
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+
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+ """
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+ 传播表现
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+ """
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+ @classmethod
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+ def ks_star_works_info(cls, star_id: str, profile_id: str):
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+ url = "https://k.kuaishou.com/rest/web/star/starWorksInfo"
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+
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+ payload = json.dumps({
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+ "starId": star_id,
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+ "starType": 1
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+ })
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+ headers = {
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+ 'Accept': 'application/json',
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+ 'Accept-Language': 'zh-CN,zh;q=0.9',
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+ 'Connection': 'keep-alive',
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+ 'Content-Type': 'application/json',
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+ 'Cookie': 'did=web_9c6a04a4004fdb7c95a658a56ed275b6; apdid=328ac94f-4040-41fe-a038-b60140291aca99fb22e9862c74736f53d57b666ee53b:1719580529:1; language=zh-CN; ud=2205012540; app_id=ks686235996059836592; expire_time=1800; userId=2574854626; didv=1723085291918; ktrace-context=1|MS44NDczNjc0NTc4Njk4ODg0LjkyNDY3NjQzLjE3MjM2MTQ2Mjg2NjEuMzc1MTU4NQ==|MS44NDczNjc0NTc4Njk4ODg0Ljg1OTQzNzM2LjE3MjM2MTQ2Mjg2NjEuMzc1MTU4Ng==|0|kfx-static-next|webservice|true|src-Js; access_token=ChFvYXV0aC5hY2Nlc3NUb2tlbhIwEfqwf_iXlB7qZC-yBIZ7wzfbtvVxWEtcqvOjV3Ahucb4bcg4eEU4ZXJdiGjXL0_DGhImjeJINItPIItBy5OsJyVmCSAiIJC7zfaxc6aWMUNcZnaovyHman1q9FuX6SVwvv78r766KAUwAQ; nc_user_id=CiVhZC5ub3RpZnkuY2VudGVyLm9hdXRoLnVzZXIuaWQuc2VjcmV0EiA9Xlc6pQrv/CfDOcZkppkPR/m+EmFPauz504UqHlT6NhoSrafgX8ChvRXqqk8sQBmlX0bHIiDVB56hHXHIm6E7T5fG/voyXk4XLCiSfZmJ+cBMIezaNigFMAE=; kuaishou.ad.social_st=ChVrdWFpc2hvdS5hZC5zb2NpYWwuc3QSoAFoZ_IW4vs9mw9faWsm7l1U1unH1_dkj033-ggljw2O8ynkHvCFFt0YYAU2ChQgd06Jj53lsHtNgoGFBhkI7zk7h2UJZYTwI5jM0lSBGYTBBz9xGMIfOLqb4WSb5B6YUPfXVNn4wJnUTHrjTkfGjVwbIpVUgu4ybTeDVOstpJDjZF094_Uy-wpsCFXn3cIW60eFgxTmm07hm2BC1yk26r8BGhJtJytzzT9F3o-MaB2XfjahhY8iIPEDbdiIyKie8z8u56eji4V8xu3h7G7Fg-rsS4gxHlrRKAUwAQ; kuaishou.ad.social_ph=dca9139add9f00215f47609bc3d88e43272c; did=web_9c6a04a4004fdb7c95a658a56ed275b6; didv=1711522726000',
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+ 'Origin': 'https://k.kuaishou.com',
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+ 'Referer': 'https://k.kuaishou.com/'
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+ }
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+ response = requests.request("POST", url, headers=headers, data=payload)
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+ response = response.json()
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+ result = response['result']
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+ if result == 1:
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+ star_work_report = response['starWorksInfo']['starWorkReport']
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+ pplay_median_data = star_work_report['pplayMedianData'] # 播放量中位数
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+ pplay_median_data_90 = pplay_median_data['90'] # 获取键 '90' 对应的值
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+ pplay_median_data_30 = pplay_median_data['30'] # 获取键 '30' 对应的值
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+ pphoto_cnt_data = star_work_report['pphotoCntData'] # 视频数量
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+ pphoto_cnt_data_90 = pphoto_cnt_data['90'] # 获取键 '90' 对应的值
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+ pphoto_cnt_data_30 = pphoto_cnt_data['30'] # 获取键 '30' 对应的值
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+ pavg_video_duration_data = star_work_report['pavgVideoDurationData'] # 平均时长
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+
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+ pavg_video_duration_data_90 = f"{float(pavg_video_duration_data['90']):.3f}%" # 获取键 '90' 对应的值
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+ pavg_video_duration_data_30 = f"{float(pavg_video_duration_data['30']):.3f}%" # 获取键 '30' 对应的值
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+ pavg_like_cnt_data = star_work_report['pavgLikeCntData'] # 平均点赞
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+ star_work_report_90 = pavg_like_cnt_data['90'] # 获取键 '90' 对应的值
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+ star_work_report_30 = pavg_like_cnt_data['30'] # 获取键 '30' 对应的值
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+ pavg_share_cnt_data = star_work_report['pavgShareCntData'] # 平均分享
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+ pavg_share_cnt_90 = pavg_share_cnt_data['90'] # 获取键 '90' 对应的值
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+ pavg_share_cnt_30 = pavg_share_cnt_data['30'] # 获取键 '30' 对应的值
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+ sqlCollect.insert_ks_star_works_info(star_id, profile_id, pplay_median_data_90, pplay_median_data_30, pphoto_cnt_data_90, pphoto_cnt_data_30, pavg_video_duration_data_90, pavg_video_duration_data_30, star_work_report_90, star_work_report_30, pavg_share_cnt_90, pavg_share_cnt_30)
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+ print(f"{star_id}-{profile_id}获取传播表现入库成功")
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+
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+ else:
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+ print(f"{star_id}-{profile_id}获取传播表现失败")
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+
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+ """
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+ 受众分析
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+ """
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+ @classmethod
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+ def ks_list_portrait_info(cls, star_id: str, profile_id: str):
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+ url = "https://k.kuaishou.com/rest/web/star/listPortrait"
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+
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+ payload = json.dumps({
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+ "starId": star_id,
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+ "starType": 1
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+ })
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+ headers = {
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+ 'Accept': 'application/json',
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+ 'Accept-Language': 'zh-CN,zh;q=0.9',
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+ 'Connection': 'keep-alive',
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+ 'Content-Type': 'application/json',
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+ 'Cookie': 'did=web_9c6a04a4004fdb7c95a658a56ed275b6; apdid=328ac94f-4040-41fe-a038-b60140291aca99fb22e9862c74736f53d57b666ee53b:1719580529:1; language=zh-CN; ud=2205012540; app_id=ks686235996059836592; expire_time=1800; userId=2574854626; didv=1723085291918; ktrace-context=1|MS44NDczNjc0NTc4Njk4ODg0LjkyNDY3NjQzLjE3MjM2MTQ2Mjg2NjEuMzc1MTU4NQ==|MS44NDczNjc0NTc4Njk4ODg0Ljg1OTQzNzM2LjE3MjM2MTQ2Mjg2NjEuMzc1MTU4Ng==|0|kfx-static-next|webservice|true|src-Js; access_token=ChFvYXV0aC5hY2Nlc3NUb2tlbhIwEfqwf_iXlB7qZC-yBIZ7wzfbtvVxWEtcqvOjV3Ahucb4bcg4eEU4ZXJdiGjXL0_DGhImjeJINItPIItBy5OsJyVmCSAiIJC7zfaxc6aWMUNcZnaovyHman1q9FuX6SVwvv78r766KAUwAQ; nc_user_id=CiVhZC5ub3RpZnkuY2VudGVyLm9hdXRoLnVzZXIuaWQuc2VjcmV0EiA9Xlc6pQrv/CfDOcZkppkPR/m+EmFPauz504UqHlT6NhoSrafgX8ChvRXqqk8sQBmlX0bHIiDVB56hHXHIm6E7T5fG/voyXk4XLCiSfZmJ+cBMIezaNigFMAE=; kuaishou.ad.social_st=ChVrdWFpc2hvdS5hZC5zb2NpYWwuc3QSoAFoZ_IW4vs9mw9faWsm7l1U1unH1_dkj033-ggljw2O8ynkHvCFFt0YYAU2ChQgd06Jj53lsHtNgoGFBhkI7zk7h2UJZYTwI5jM0lSBGYTBBz9xGMIfOLqb4WSb5B6YUPfXVNn4wJnUTHrjTkfGjVwbIpVUgu4ybTeDVOstpJDjZF094_Uy-wpsCFXn3cIW60eFgxTmm07hm2BC1yk26r8BGhJtJytzzT9F3o-MaB2XfjahhY8iIPEDbdiIyKie8z8u56eji4V8xu3h7G7Fg-rsS4gxHlrRKAUwAQ; kuaishou.ad.social_ph=dca9139add9f00215f47609bc3d88e43272c; did=web_9c6a04a4004fdb7c95a658a56ed275b6; didv=1711522726000',
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+ 'Origin': 'https://k.kuaishou.com',
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+ 'Referer': 'https://k.kuaishou.com/'
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+ }
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+ response = requests.request("POST", url, headers=headers, data=payload)
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+ response = response.json()
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+ result = response['result']
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+ if result == 1:
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+ viewer_portrait = response['data']['viewerPortrait']
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+ sex_percentage = viewer_portrait['sexPercentage'] # 性别占比
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+ for sex in sex_percentage:
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+ sex_type = 'sex_percentage'
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+ sex_name = sex['label']
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+ sex_proportion = f"{float(sex['value']):.3f}%"
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+ sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, sex_type, sex_name, sex_proportion)
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+ age_percentage = viewer_portrait['agePercentage'] # 年龄占比
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+ for age in age_percentage:
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+ age_type = 'age_percentage'
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+ age_name = age['label']
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+ age_proportion = f"{float(age['value']):.3f}%"
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+ sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, age_type, age_name, age_proportion)
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+ area_percentage = viewer_portrait['areaPercentage'] # 城市占比
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+ for area in area_percentage:
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+ area_type = 'area_percentage'
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+ area_name = area['label']
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+ area_proportion = f"{float(area['value']):.3f}%"
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+ sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, area_type, area_name, area_proportion)
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+ mobile_brand_percentage = viewer_portrait['mobileBrandPercentage'] # 设备占比
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+ for brand in mobile_brand_percentage:
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+ brand_type = 'mobile_brand_percentage'
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+ brand_name = brand['label']
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+ brand_proportion = f"{float(brand['value']):.3f}%"
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+ sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, brand_type, brand_name, brand_proportion)
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+ mobile_price_percentage = viewer_portrait['mobilePricePercentage'] # 设备价格占比
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+ for price in mobile_price_percentage:
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+ price_type = 'mobile_price_percentage'
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+ price_name = price['label']
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+ price_proportion = f"{float(price['value']):.3f}%"
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+ sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, price_type, price_name, price_proportion)
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+ print(f"{star_id}-{profile_id}获取受众分析入库成功")
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+ else:
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+ print(f"{star_id}-{profile_id}获取受众分析失败")
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+
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+
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+
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+
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+if __name__ == '__main__':
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+ QplKs.ks_star_info()
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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