video_rewriting/data_channel/qpl_cljx.py

import random
import time
from datetime import datetime

import requests
import json

from common import Feishu
from common.sql_help import sqlCollect


class QplKs:
    @classmethod
    def ks_star_info(cls):
        content_type = [{'美食': '673'}, {'旅游': '679'}, {'音乐': '687'}, {'时政资讯': '692'},  {'健康医疗': '684'},
                        {'军事': '701'}, {'教育培训': '685'}, {'生活': '677'}, {'舞蹈': '688'},
                        {'母婴亲子': '676'}, {'萌宠': '691'}, {'情感': '696'}, {'搞笑': '695'}, {'人文': '697'},
                        {'三农': '694'}, {'科学与法律': '693'}, {'读书': '689'}, {'奇人异象': '700'}, {'民生资讯': '703'},
                        {'纪实类': '705'}, {'财经投资': '690'}, {'摄影': '704'}, {'艺术文化': '682'}, {'房产家居': '683'},
                        {'短剧': '674'}, {'时尚': '675'}, {'影视娱乐': '702'}, {'体育运动': '680'}, {'健身达人': '706'},
                        {'星座命理': '699'},  {'汽车': '678'}, {'高新数码': '686'}]
        fans_count = [{10000000: 0}, {5000000: 10000000}, {3000000: 5000000}, {1000000: 3000000}, {100000: 1000000},  {0: 100000}]


        # fans_count = [{10000000: 0}, {5000000: 10000000}]
        url = "https://k.kuaishou.com/rest/web/star/list"
        headers = {
            'Accept': 'application/json',
            'Accept-Language': 'zh-CN,zh;q=0.9',
            'Content-Type': 'application/json',
            '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',
            'Origin': 'https://k.kuaishou.com',
            'Pragma': 'no-cache',
            'Referer': 'https://k.kuaishou.com/',
            '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',
        }
        for count in fans_count:
            (fans_min_num, fans_max_num), = count.items()
            for content in content_type:
                (content_name, content_id), = content.items()
                current_page = 1
                while True:
                    payload_data = {
                        "currentPage": current_page,
                        "pageSize": 20,
                        "starOrderTag": 3,
                        "taskType": 1,
                        "marketingGoal": 1,
                        "viewerAgeList": [  # 观众画像 50+
                            {
                                "from": "0.50",
                                "to": "1.00",
                                "queryName": "50+"
                            }
                        ],
                        "userName": "",
                        "vitalityTags": [  # 活跃度 近期短视频活跃
                            "668"
                        ],
                        "contentTagIdList": [  # 内容类型
                            {
                                "id": str(content_id),
                                "selectFirstLevelId": True
                            }
                        ],
                        # "starTagIds": [  # 高调性
                        #     13
                        # ]
                        # "fansMinNum": 1000000,  # 粉丝数量
                        # "fansMaxNum": 3000000,  # 粉丝数量
                    }
                    if fans_min_num > 0:
                        payload_data["fansMinNum"] = fans_min_num
                    if fans_max_num > 0:
                        payload_data["fansMaxNum"] = fans_max_num
                    payload = json.dumps(payload_data)

                    time.sleep(random.randint(10, 20))
                    response = requests.request("POST", url, headers=headers, data=payload)
                    response = response.json()
                    print(f"开始扫描{content}")

                    result = response["result"]
                    if result == 1:
                        total = response["total"]  # 总条数
                        if total == 0:
                            print(f"没有扫描到数据{content}")
                            break
                        star_list = response["starList"]
                        if len(star_list) == 0 or star_list == []:
                            break
                        for star in star_list:
                            print(f"扫描到一条数据{content}")
                            user_id = star["userId"]
                            star_id = star["starId"]
                            name = star["name"]  # 用户名
                            kwai_id = star["kwaiId"]  # 用户名id
                            gender = star["gender"]  # 性别
                            fans_number = star["fansNumber"]  # 粉丝数
                            profile_id = star["profileId"]  # 主页id
                            star_tag_str = star["starTagStr"]  # 内容类型1
                            industry_tag_str = star["industryTagStr"]  # 内容类型2
                            photo_expect_play = star["photoExpectPlay"]  # 预期播放量
                            photo_expect_cpm = star["photoExpectCpm"]  # 预期CPM
                            photo_interaction_rate = star["photoInteractionRate"]  # 互动率
                            photo_complete_play_rate = star["photoCompletePlayRate"]  # 完播率
                            fans_increase_num = star["fansIncreaseNum"]  # 粉丝增长量
                            fans_increase_rate = star["fansIncreaseRate"]  # 粉丝增长率
                            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)
                            print(f"{star_id}-{profile_id}获取列表入库成功")
                            cls.ks_star_works_info(star_id, profile_id)
                            time.sleep(random.randint(10, 20))
                            cls.ks_list_portrait_info(star_id, profile_id)
                            time.sleep(random.randint(10, 20))
                            # # if res == 1:
                            # current_time = datetime.now()
                            # formatted_time = current_time.strftime("%Y-%m-%d %H:%M:%S")
                            # if fans_min_num == 0:
                            #     fans = f"{fans_max_num}及以下"
                            # if fans_max_num == 0:
                            #     fans = f"{fans_min_num}及以上"
                            # else:
                            #     fans = f"{fans_min_num}~{fans_max_num}"
                            # values = [
                            #     [
                            #         name,
                            #         gender,
                            #         fans_number,
                            #         profile_id,
                            #         "https://www.kuaishou.com/profile/"+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,
                            #         fans,
                            #         formatted_time
                            #     ]
                            # ]
                            # Feishu.insert_columns("GjGZsmW2ahaCe4tmzDTc58tVnbe", "COyUUm", "ROWS", 1, 2)
                            # time.sleep(0.5)
                            # Feishu.update_values("GjGZsmW2ahaCe4tmzDTc58tVnbe", "COyUUm", "A2:Z2", values)
                            # print(f"入库到一条数据{content}")
                        current_page += 1
                        if total < 20:
                            break
                        else:
                            page = int(total)/20
                            if current_page > int(page)+1:
                                break

    """
    传播表现
    """
    @classmethod
    def ks_star_works_info(cls, star_id: str, profile_id: str):
        url = "https://k.kuaishou.com/rest/web/star/starWorksInfo"

        payload = json.dumps({
            "starId": star_id,
            "starType": 1
        })
        headers = {
            'Accept': 'application/json',
            'Accept-Language': 'zh-CN,zh;q=0.9',
            'Connection': 'keep-alive',
            'Content-Type': 'application/json',
            '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',
            'Origin': 'https://k.kuaishou.com',
            'Referer': 'https://k.kuaishou.com/'
        }
        response = requests.request("POST", url, headers=headers, data=payload)
        response = response.json()
        result = response['result']
        if result == 1:
            star_work_report = response['starWorksInfo']['starWorkReport']
            pplay_median_data = star_work_report['pplayMedianData']  # 播放量中位数
            pplay_median_data_90 = pplay_median_data['90']  # 获取键 '90' 对应的值
            pplay_median_data_30 = pplay_median_data['30']  # 获取键 '30' 对应的值
            pphoto_cnt_data = star_work_report['pphotoCntData']  # 视频数量
            pphoto_cnt_data_90 = pphoto_cnt_data['90']  # 获取键 '90' 对应的值
            pphoto_cnt_data_30 = pphoto_cnt_data['30']  # 获取键 '30' 对应的值
            pavg_video_duration_data = star_work_report['pavgVideoDurationData']  # 平均时长

            pavg_video_duration_data_90 = f"{float(pavg_video_duration_data['90']):.3f}%"  # 获取键 '90' 对应的值
            pavg_video_duration_data_30 = f"{float(pavg_video_duration_data['30']):.3f}%"  # 获取键 '30' 对应的值
            pavg_like_cnt_data = star_work_report['pavgLikeCntData']  # 平均点赞
            star_work_report_90 = pavg_like_cnt_data['90']  # 获取键 '90' 对应的值
            star_work_report_30 = pavg_like_cnt_data['30']  # 获取键 '30' 对应的值
            pavg_share_cnt_data = star_work_report['pavgShareCntData']  # 平均分享
            pavg_share_cnt_90 = pavg_share_cnt_data['90']  # 获取键 '90' 对应的值
            pavg_share_cnt_30 = pavg_share_cnt_data['30']  # 获取键 '30' 对应的值
            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)
            print(f"{star_id}-{profile_id}获取传播表现入库成功")

        else:
            print(f"{star_id}-{profile_id}获取传播表现失败")

    """
    受众分析
    """
    @classmethod
    def ks_list_portrait_info(cls, star_id: str, profile_id: str):
        url = "https://k.kuaishou.com/rest/web/star/listPortrait"

        payload = json.dumps({
            "starId": star_id,
            "starType": 1
        })
        headers = {
            'Accept': 'application/json',
            'Accept-Language': 'zh-CN,zh;q=0.9',
            'Connection': 'keep-alive',
            'Content-Type': 'application/json',
            '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',
            'Origin': 'https://k.kuaishou.com',
            'Referer': 'https://k.kuaishou.com/'
        }
        response = requests.request("POST", url, headers=headers, data=payload)
        response = response.json()
        result = response['result']
        if result == 1:
            viewer_portrait = response['data']['viewerPortrait']
            sex_percentage = viewer_portrait['sexPercentage']  # 性别占比
            for sex in sex_percentage:
                sex_type = 'sex_percentage'
                sex_name = sex['label']
                sex_proportion = f"{float(sex['value']):.3f}%"
                sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, sex_type, sex_name, sex_proportion)
            age_percentage = viewer_portrait['agePercentage']  # 年龄占比
            for age in age_percentage:
                age_type = 'age_percentage'
                age_name = age['label']
                age_proportion = f"{float(age['value']):.3f}%"
                sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, age_type, age_name, age_proportion)
            area_percentage = viewer_portrait['areaPercentage']  # 城市占比
            for area in area_percentage:
                area_type = 'area_percentage'
                area_name = area['label']
                area_proportion = f"{float(area['value']):.3f}%"
                sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, area_type, area_name, area_proportion)
            mobile_brand_percentage = viewer_portrait['mobileBrandPercentage']  # 设备占比
            for brand in mobile_brand_percentage:
                brand_type = 'mobile_brand_percentage'
                brand_name = brand['label']
                brand_proportion = f"{float(brand['value']):.3f}%"
                sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, brand_type, brand_name, brand_proportion)
            mobile_price_percentage = viewer_portrait['mobilePricePercentage']  # 设备价格占比
            for price in mobile_price_percentage:
                price_type = 'mobile_price_percentage'
                price_name = price['label']
                price_proportion = f"{float(price['value']):.3f}%"
                sqlCollect.insert_ks_list_portrait_info(star_id, profile_id, price_type, price_name, price_proportion)
            print(f"{star_id}-{profile_id}获取受众分析入库成功")
        else:
            print(f"{star_id}-{profile_id}获取受众分析失败")




if __name__ == '__main__':
    QplKs.ks_star_info()