| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837 | import pandas as pdfrom utils.UrlConfig import *import jsonimport loggingimport tracebackimport randomimport tornado.webfrom concurrent_log import ConcurrentTimedRotatingFileHandlerfrom utils.CommonFunction import get_history_video_info, get_new_video_info, get_missing_video_info, \                                 get_top_video_info, get_campaign_and_group_name_rule,get_app_detail, get_request_datafrom utils.ConstantConfig import *from ai_strategy_request_func import ai_strategy_request_parsefrom utils.DataBaseConfig import *log_formatter = logging.Formatter('%(asctime)s %(levelname)s %(message)s', '%m/%d/%Y %I:%M:%S %p')log_handler = ConcurrentTimedRotatingFileHandler("logs/ai_auto_create.log", when="midnight", backupCount=100)log_handler.setFormatter(log_formatter)logger = logging.getLogger('ai_time_task_creative_logger')logger.addHandler(log_handler)logger.setLevel(logging.DEBUG)print('id of ai_time_task_creative_logger %s' % id(logger))logger.info("ai_time_task_creative_server started!")class AiHistoricalMissingMaterial(tornado.web.RequestHandler):    """    补充历史遗漏素材(关联创意个数为0个素材) -- 测试通过 在AD后台创建成功,检查AD信息和数据库表 没有问题    """    def post(self):        data = self.request.body        data = str(data, 'utf8')        data = json.loads(data, encoding='utf8')        logger.info("***************************************  NEW REQUEST ***************************************")        account_id = data.get('account_id')        campaign_id = data.get('campaign_id')        logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s,  raw data from request is %s" %                    (account_id, os.getpid(), os.getppid(), data))        try:            sql = """            select account_id, single_appid, app_id_array, general_track from ctop_ai_kuaishou_advertiser_strategy            where account_id=%s and status=1 order by create_time desc limit 1            """ % account_id            df = pd.read_sql(sql, engine)            if df['general_track'].values[0] == 0:                app_id_array = eval(df['app_id_array'].values[0])                random.shuffle(app_id_array)                app_id_cnt = 0                for app_id in app_id_array:                    # 1、获取该 app_id 的应该详情                    app_id_info = get_app_detail(account_id=account_id,                                                 url=get_app_detail_url,                                                 app_id=app_id)                    if app_id_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s,the res of get_app_detail is %s' %                                    (account_id, app_id, app_id_info['message']))                        continue                    # 2、依据 appVersion 的值,来判断当天是否已经有对应的计划,如果有则获取 campaign_id,没有则设置 campaign_name                    app_version = app_id_info['data'].get('appVersion', 'error')                    track_url = app_id_info['data'].get('trackUrl','error')                    start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')                    end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')                    sql = """ select campaign_id, campaign_name from ctop_kuaishou_campaign                               where account_id = %s                              and put_create_time >= '%s'                              and put_create_time <= '%s'                                        """ % (account_id, start_time, end_time)                    campaign_df = pd.read_sql(sql, engine)                    for row in campaign_df.itertuples():                        if ('遗漏素材' in getattr(row, 'campaign_name')) and (app_version in getattr(row, 'campaign_name')):                            campaign_id = getattr(row, 'campaign_id')                            break                    # 3、获取通用视频1个                    general_video_info = get_missing_video_info(account_id=account_id,                                                                cnt=1,                                                                url=get_missing_video_url,                                                                start_time=missing_video_start_time,                                                                end_time=missing_video_end_time,                                                                app_version='all')                    if general_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of general_video_info is %s' %                                    (account_id, app_id, general_video_info['message']))                    # 4、获取app_id对应的视频1个                    special_video_info = get_missing_video_info(account_id=account_id,                                                                cnt=1,                                                                url=get_missing_video_url,                                                                start_time=missing_video_start_time,                                                                end_time=missing_video_end_time,                                                                app_version=app_version)                    if special_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of special_video_info is %s' %                                    (account_id, app_id, special_video_info['message']))                    # 5、video_info 合并                    full_video_info = []                    if general_video_info['code'] == 0:                        full_video_info.extend(general_video_info['data'])                    if special_video_info['code'] == 0:                        full_video_info.extend(special_video_info['data'])                    # 6、拼装request_data,调用ai_strategy_request_parse方法                    # 广告计划名称:渠道包 - 游戏名称 - 版位 - 日期                    # 广告组名称:渠道包 - 游戏名称 - 优选 - 不限(定向)-自定义 / 程序化 - 日期                    if full_video_info:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=full_video_info,                                                        campaign_name=app_version + '-优选广告位-' + '遗漏素材',                                                        group_name=app_version + '-优选广告位-不限-自定义-' + '遗漏素材',                                                        ai_strategy_remark="补充遗漏素材",                                                        unit_type=4,                                                        app_id=app_id,                                                        click_track_url=track_url)                        request = ai_strategy_request_parse(request_data)                        logger.info("account_id=%s, app_id=%s, ai策略的返回信息:%s" % (account_id, app_id, request))                        app_id_cnt += 1                    if app_id_cnt >= 50:                        break                self.write(json.dumps({"message": "account_id=%s, 多应用的补充遗漏素材请求已走完!" % account_id}))                self.flush()            else:                video_info = get_missing_video_info(account_id,                                                    missing_video_cnt,                                                    get_missing_video_url,                                                    missing_video_start_time,                                                    missing_video_end_time)                if video_info['code'] != 0:                    logger.info("the res of video is %s" % video_info['message'])                    logger.info("没有获取到视频,不发送ai策略请求!")                    self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))                    self.flush()                else:                    campaign_name, group_name = get_campaign_and_group_name_rule(account_id)                    if (campaign_name is None) or (group_name is None):                        logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")                        self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))                        self.flush()                    else:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=video_info['data'],                                                        campaign_name=campaign_name,                                                        group_name=group_name,                                                        ai_strategy_remark="补充遗漏素材",                                                        name_replace="补充遗漏素材")                        request = ai_strategy_request_parse(request_data)                        logger.info("ai策略的返回信息:%s" % request)                        self.write(json.dumps(request))                        self.flush()        except Exception:            logger.error(traceback.format_exc())            self.write(json.dumps(traceback.format_exc()))            self.flush()class AiAutoCreative(tornado.web.RequestHandler):    """    每5分钟,检查一次是否有上新素材,有的话,就自动创建 -- 需要上定时任务测试    """    def post(self):        data = self.request.body        data = str(data, 'utf8')        data = json.loads(data, encoding='utf8')        logger.info("***************************************  NEW REQUEST ***************************************")        account_id = data.get('account_id')        campaign_id = data.get('campaign_id')        logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s,  raw data from request is %s" %                    (account_id, os.getpid(), os.getppid(), data))        try:            sql = """                        select account_id, single_appid, app_id_array, general_track from ctop_ai_kuaishou_advertiser_strategy                        where account_id=%s and status=1 order by create_time desc limit 1                        """ % account_id            df = pd.read_sql(sql, engine)            if df['general_track'].values[0] == 0:                for app_id in df['app_id_array'].values[0]:                    # 1、获取该 app_id 的应该详情                    app_id_info = get_app_detail(account_id=account_id,                                                 url=get_app_detail_url,                                                 app_id=app_id)                    if app_id_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s,the res of get_app_detail is %s' %                                    (account_id, app_id, app_id_info['message']))                        continue                    # 2、依据 appVersion 的值,来判断当天是否已经有对应的计划,如果有则获取 campaign_id,没有则设置 campaign_name                    app_version = app_id_info['data'].get('appVersion', 'error')                    track_url = app_id_info['data'].get('trackUrl', 'error')                    start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')                    end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')                    sql = """ select campaign_id, campaign_name from ctop_kuaishou_campaign                                           where account_id = %s                                          and put_create_time >= '%s'                                          and put_create_time <= '%s'                                                    """ % (account_id, start_time, end_time)                    campaign_df = pd.read_sql(sql, engine)                    for row in campaign_df.itertuples():                        if ('素材自动上新' in getattr(row, 'campaign_name')) and (app_version in getattr(row, 'campaign_name')):                            campaign_id = getattr(row, 'campaign_id')                            break                    # 3、获取通用视频                    general_video_info = get_new_video_info(account_id=account_id,                                                            url=get_new_video_url,                                                            app_version='all')                    if general_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of general_video_info is %s' %                                    (account_id, app_id, general_video_info['message']))                    # 4、获取app_id对应的视频                    special_video_info = get_new_video_info(account_id=account_id,                                                            url=get_new_video_url,                                                            app_version=app_version)                    if special_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of special_video_info is %s' %                                    (account_id, app_id, special_video_info['message']))                    # 5、video_info 合并                    full_video_info = []                    if general_video_info['code'] == 0:                        full_video_info.extend(general_video_info['data'])                    if special_video_info['code'] == 0:                        full_video_info.extend(special_video_info['data'])                    # 6、拼装request_data,调用ai_strategy_request_parse方法                    # 广告计划名称:渠道包 - 游戏名称 - 版位 - 日期                    # 广告组名称:渠道包 - 游戏名称 - 优选 - 不限(定向)-自定义 / 程序化 - 日期                    if full_video_info:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=full_video_info,                                                        campaign_name=app_version + '-优选广告位-' + '素材自动上新',                                                        group_name=app_version + '-优选广告位-不限-自定义-' + '素材自动上新',                                                        ai_strategy_remark="素材自动上新",                                                        unit_type=4,                                                        app_id=app_id,                                                        click_track_url=track_url)                        request = ai_strategy_request_parse(request_data)                        logger.info("account_id=%s, app_id=%s, ai策略的返回信息:%s" % (account_id, app_id, request))                    else:                        logger.info("account_id=%s, app_id=%s, 没有获取到视频,不发送ai策略请求!" % (account_id, app_id))                self.write(json.dumps({"message": "account_id=%s, 多应用的素材自动上新请求已走完!" % account_id}))                self.flush()            else:                start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')                end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')                # 1-1 获取当天计划中包含“自动上新”计划的,计划id                sql = """                                    select campaign_id, campaign_name from ctop_kuaishou_campaign                                     where account_id = %s                                    and put_create_time >= '%s'                                    and put_create_time <= '%s'                                    """ % (account_id, start_time, end_time)                df = pd.read_sql(sql, engine)                for row in df.itertuples():                    if '素材自动上新' in getattr(row, 'campaign_name'):                        campaign_id = getattr(row, 'campaign_id')                        break                video_info = get_new_video_info(account_id, get_new_video_url)                if video_info['code'] != 0:                    logger.info("the res of video is %s" % video_info['message'])                    logger.info("没有获取到视频,不发送ai策略请求!")                    self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))                    self.flush()                else:                    campaign_name, group_name = get_campaign_and_group_name_rule(account_id)                    if (campaign_name is None) or (group_name is None):                        logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")                        self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))                        self.flush()                    else:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=video_info['data'],                                                        campaign_name=campaign_name,                                                        group_name=group_name,                                                        ai_strategy_remark="自动上新",                                                        name_replace="素材自动上新")                        request = ai_strategy_request_parse(request_data)                        logger.info("ai策略的返回信息:%s" % request)                        self.write(json.dumps(request))                        self.flush()        except Exception:            logger.error(traceback.format_exc())            self.write(json.dumps(traceback.format_exc()))            self.flush()class AiHighQualityMaterial(tornado.web.RequestHandler):    """    补充历史高质量素材  -- 测试通过 在AD后台创建成功,检查AD信息和数据库表 没有问题    """    def post(self):        data = self.request.body        data = str(data, 'utf8')        data = json.loads(data, encoding='utf8')        logger.info("***************************************  NEW REQUEST ***************************************")        account_id = data.get('account_id')        campaign_id = data.get('campaign_id')        logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s,  raw data from request is %s" %                    (account_id, os.getpid(), os.getppid(), data))        try:            sql = """select account_id, single_appid, app_id_array, general_track from ctop_ai_kuaishou_advertiser_strategy                     where account_id=%s and status=1 order by create_time desc limit 1                     """ % account_id            df = pd.read_sql(sql, engine)            if df['general_track'].values[0] == 0:                app_id_array = eval(df['app_id_array'].values[0])                random.shuffle(app_id_array)                app_id_cnt = 0                for app_id in app_id_array:                    # 1、获取该 app_id 的应该详情                    app_id_info = get_app_detail(account_id=account_id,                                                 url=get_app_detail_url,                                                 app_id=app_id)                    if app_id_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s,the res of get_app_detail is %s' %                                    (account_id, app_id, app_id_info['message']))                        continue                    # 2、依据 appVersion 的值,来判断当天是否已经有对应的计划,如果有则获取 campaign_id,没有则设置 campaign_name                    app_version = app_id_info['data'].get('appVersion', 'error')                    track_url = app_id_info['data'].get('trackUrl', 'error')                    start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')                    end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')                    sql = """ select campaign_id, campaign_name from ctop_kuaishou_campaign                               where account_id = %s                              and put_create_time >= '%s'                              and put_create_time <= '%s'                              """ % (account_id, start_time, end_time)                    campaign_df = pd.read_sql(sql, engine)                    for row in campaign_df.itertuples():                        if ('高质量素材' in getattr(row, 'campaign_name')) and (app_version in getattr(row, 'campaign_name')):                            campaign_id = getattr(row, 'campaign_id')                            break                    # 3、获取1个通用视频                    general_video_info = get_top_video_info(account_id=account_id,                                                            url=get_high_quality_video_url,                                                            start_time=(datetime.datetime.now() +                                                                        datetime.timedelta(days=-high_quality_video_days)).                                                            strftime("%Y-%m-%d %H:%M:%S"),                                                            end_time=datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                            cnt=1,                                                            app_version='all')                    if general_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of general_video_info is %s' %                                    (account_id, app_id, general_video_info['message']))                    # 4、获取app_id对应的1个视频                    special_video_info = get_top_video_info(account_id=account_id,                                                            url=get_high_quality_video_url,                                                            start_time=(datetime.datetime.now() +                                                                        datetime.timedelta(days=-high_quality_video_days)).                                                            strftime("%Y-%m-%d %H:%M:%S"),                                                            end_time=datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                            cnt=1,                                                            app_version=app_version)                    if special_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of special_video_info is %s' %                                    (account_id, app_id, special_video_info['message']))                    # 5、video_info 合并                    full_video_info = []                    if general_video_info['code'] == 0:                        full_video_info.extend(general_video_info['data'])                    if special_video_info['code'] == 0:                        full_video_info.extend(special_video_info['data'])                    # 6、拼装request_data,调用ai_strategy_request_parse方法                    # 广告计划名称:渠道包 - 游戏名称 - 版位 - 日期                    # 广告组名称:渠道包 - 游戏名称 - 优选 - 不限(定向)-自定义 / 程序化 - 日期                    if full_video_info:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=full_video_info,                                                        campaign_name=app_version + '-优选广告位-' + '高质量素材',                                                        group_name=app_version + '-优选广告位-不限-自定义-' + '高质量素材',                                                        ai_strategy_remark="高质量素材复建",                                                        unit_type=4,                                                        app_id=app_id,                                                        click_track_url=track_url)                        request = ai_strategy_request_parse(request_data)                        logger.info("account_id=%s, app_id=%s, ai策略的返回信息:%s" % (account_id, app_id, request))                        app_id_cnt += 1                    if app_id_cnt >= 50:                        break                self.write(json.dumps({"message": "account_id=%s, 多应用的高质量素材复建请求已走完!" % account_id}))                self.flush()            else:                video_info = get_top_video_info(account_id, high_quality_video_cnt,                                                (datetime.datetime.now() + datetime.timedelta(                                                    days=-high_quality_video_days)).strftime("%Y-%m-%d %H:%M:%S"),                                                datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                get_high_quality_video_url)                if video_info['code'] != 0:                    logger.info("the res of video is %s" % video_info['message'])                    logger.info("没有获取到视频,不发送ai策略请求!")                    self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))                    self.flush()                else:                    campaign_name, group_name = get_campaign_and_group_name_rule(account_id)                    if (campaign_name is None) or (group_name is None):                        logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")                        self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))                        self.flush()                    else:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=video_info['data'],                                                        campaign_name=campaign_name,                                                        group_name=group_name,                                                        ai_strategy_remark="高质量素材复建",                                                        name_replace="高质量素材")                        request = ai_strategy_request_parse(request_data)                        logger.info("ai策略的返回信息:%s" % request)                        self.write(json.dumps(request))                        self.flush()        except Exception:            logger.error(traceback.format_exc())            self.write(json.dumps(traceback.format_exc()))            self.flush()class AiCheckAndUpTOFullCreative(tornado.web.RequestHandler):    """    每天22:00 调用该任务,检查当天创意是否创建达到上限,否则使用历史高质量素材填满    """    def post(self):        data = self.request.body        data = str(data, 'utf8')        data = json.loads(data, encoding='utf8')        logger.info("***************************************  NEW REQUEST ***************************************")        account_id = data.get('account_id')        campaign_id = data.get('campaign_id')        logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s,  raw data from request is %s" %                    (account_id, os.getpid(), os.getppid(), data))        try:            start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')            end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')            now = datetime.datetime.now()            # 1-1 从客户策略表中获取该账户下 每个素材搭配的封面个数, 来计算需要补充的素材个数            sql = """            select image_cnt from ctop_ai_kuaishou_advertiser_strategy             where account_id = %s             and status = 1            limit 1            """ % account_id            df = pd.read_sql(sql, engine)            image_cnt = int(df['image_cnt'].values[0])            # 2-1 从 ctop_kuaishou_creative 获取当天该账户到此刻 已经创建的创意个数            video_cnt = 0            sql = """                   select count(1) creative_cnt from ctop_kuaishou_creative                    where account_id = %s                   and creative_id is not NULL                   and creative_create_time <= '%s'                   and creative_create_time >= '%s'                   """ % (account_id, end_time, start_time)            df = pd.read_sql(sql, engine)            creative_cnt = int(df['creative_cnt'].values[0])            if creative_cnt >= 2000:                video_cnt = 0            else:                video_cnt = (2000 - creative_cnt) // image_cnt            # 3-1 获取视频信息            if video_cnt == 0:                logger.info("创意已经建满,不需要补充素材!")                self.write(json.dumps("message: 创意已经建满,不需要补充素材!"))                self.flush()            else:                logger.info("需要补充的视频数量:%s" % video_cnt)                sql = """select account_id, single_appid, app_id_array, general_track from ctop_ai_kuaishou_advertiser_strategy                                 where account_id=%s and status=1 order by create_time desc limit 1                              """ % account_id                df = pd.read_sql(sql, engine)                if df['general_track'].values[0] == 0:                    needed_app_id_cnt = video_cnt                    app_id_array = eval(df['app_id_array'].values[0])                    random.shuffle(app_id_array)                    app_id_cnt = 0                    for app_id in app_id_array:                        # 1、获取该 app_id 的应该详情                        app_id_info = get_app_detail(account_id=account_id,                                                     url=get_app_detail_url,                                                     app_id=app_id)                        if app_id_info['code'] != 0:                            logger.info('account_id=%s, app_id=%s,the res of get_app_detail is %s' %                                        (account_id, app_id, app_id_info['message']))                            continue                        # 2、依据 appVersion 的值,来判断当天是否已经有对应的计划,如果有则获取 campaign_id, 没有则设置 campaign_name                        app_version = app_id_info['data'].get('appVersion', 'error')                        track_url = app_id_info['data'].get('trackUrl', 'error')                        start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')                        end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')                        sql = """ select campaign_id, campaign_name from ctop_kuaishou_campaign                                                       where account_id = %s                                                      and put_create_time >= '%s'                                                      and put_create_time <= '%s'                                                      """ % (account_id, start_time, end_time)                        campaign_df = pd.read_sql(sql, engine)                        for row in campaign_df.itertuples():                            if ('高质量素材' in getattr(row, 'campaign_name')) and (                                    app_version in getattr(row, 'campaign_name')):                                campaign_id = getattr(row, 'campaign_id')                                break                        # 3、获取app_id对应的1个视频                        special_video_info = get_top_video_info(account_id=account_id,                                                                url=get_high_quality_video_url,                                                                start_time=(now + datetime.timedelta(days=-2*high_quality_video_days)).strftime("%Y-%m-%d %H:%M:%S"),                                                                end_time=(now + datetime.timedelta(days=-high_quality_video_days)).strftime("%Y-%m-%d %H:%M:%S"),                                                                cnt=1,                                                                app_version=app_version)                        if special_video_info['code'] != 0:                            logger.info('account_id=%s, app_id=%s, the res of special_video_info is %s' %                                        (account_id, app_id, special_video_info['message']))                            continue                        # 6、拼装request_data,调用ai_strategy_request_parse方法                        # 广告计划名称:渠道包 - 游戏名称 - 版位 - 日期                        # 广告组名称:渠道包 - 游戏名称 - 优选 - 不限(定向)-自定义 / 程序化 - 日期                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=special_video_info['data'],                                                        campaign_name=app_version + '-优选广告位-' + '高质量素材',                                                        group_name=app_version + '-优选广告位-不限-自定义-' + '高质量素材',                                                        ai_strategy_remark="用高质量素材补满创意",                                                        unit_type=4,                                                        app_id=app_id,                                                        click_track_url=track_url)                        request = ai_strategy_request_parse(request_data)                        logger.info("account_id=%s, app_id=%s, ai策略的返回信息:%s" % (account_id, app_id, request))                        app_id_cnt += 1                        if app_id_cnt >= needed_app_id_cnt:                            break                    self.write(json.dumps({"message": "account_id=%s, 多应用的高质量素材补满创意的请求已走完!" % account_id}))                    self.flush()                else:                    # 1-1 获取当天计划中包含“高质量素材”计划的,计划id                    sql = """                                       select campaign_id, campaign_name from ctop_kuaishou_campaign                                        where account_id = %s                                       and put_create_time >= '%s'                                       and put_create_time <= '%s'                                       """ % (account_id, start_time, end_time)                    df = pd.read_sql(sql, engine)                    for row in df.itertuples():                        if '高质量素材' in getattr(row, 'campaign_name'):                            campaign_id = getattr(row, 'campaign_id')                            break                    video_info = get_top_video_info(account_id,                                                    video_cnt,                                                    (now + datetime.timedelta(days=-2*high_quality_video_days)).strftime("%Y-%m-%d %H:%M:%S"),                                                    (now + datetime.timedelta(days=-high_quality_video_days)).strftime("%Y-%m-%d %H:%M:%S"),                                                    get_high_quality_video_url)                    if video_info['code'] != 0:                        logger.info("the res of video is %s" % video_info['message'])                        logger.info("没有获取到视频,不发送ai策略请求!")                        self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))                        self.flush()                    else:                        campaign_name, group_name = get_campaign_and_group_name_rule(account_id)                        if (campaign_name is None) or (group_name is None):                            logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")                            self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))                            self.flush()                        else:                            request_data = get_request_data(account_id=account_id,                                                            campaign_id=campaign_id,                                                            video_info=video_info['data'],                                                            campaign_name=campaign_name,                                                            group_name=group_name,                                                            ai_strategy_remark="用高质量素材补满创意",                                                            name_replace="高质量素材")                            request = ai_strategy_request_parse(request_data)                            logger.info("ai策略的返回信息:%s" % request)                            self.write(json.dumps(request))                            self.flush()        except Exception:            logger.error(traceback.format_exc())            self.write(json.dumps(traceback.format_exc()))            self.flush()class AiProgramCreativeHighQualityMaterial(tornado.web.RequestHandler):    """    使用历史跑量素材创建程序化创意    跑量素材150个(近14天的素材)    计划名称--跑量素材程序化    timeTask: 每天上午10点执行 --(0 0 10 * * ?)    ----------------------------------------    拼装参数和写入数据库时,需要修改名称(程序化与非程序化不一致):    creative_name  --> package_name(程序化创意名称)    action_bar_text --> action_bar(行动号召按钮)    description --> captions(作品广告语)    click_track_url --> click_url    写入数据库时:    image_md5s --> cover_image_tokens    程序化与非程序化的逻辑不一样:    需要5个视频4张封面一组,拼装程序化创意参数需要单独抽取一个方法出来    所有操作记录表中,添加status信息(已提交,成功,失败),和回调时的 message信息    """    def post(self):        data = self.request.body        data = str(data, 'utf8')        data = json.loads(data, encoding='utf8')        logger.info("***************************************  NEW REQUEST ***************************************")        account_id = data.get('account_id')        campaign_id = data.get('campaign_id')        logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s,  raw data from request is %s" %                    (account_id, os.getpid(), os.getppid(), data))        try:            sql = """select account_id, single_appid, app_id_array, general_track from ctop_ai_kuaishou_advertiser_strategy                     where account_id=%s and status=1 order by create_time desc limit 1                  """ % account_id            df = pd.read_sql(sql, engine)            if df['general_track'].values[0] == 0:                app_id_array = eval(df['app_id_array'].values[0])                random.shuffle(app_id_array)                app_id_cnt = 0                for app_id in app_id_array:                    # 1、获取该 app_id 的应该详情                    app_id_info = get_app_detail(account_id=account_id,                                                 url=get_app_detail_url,                                                 app_id=app_id)                    if app_id_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of get_app_detail is %s' %                                    (account_id, app_id, app_id_info['message']))                        continue                    app_version = app_id_info['data'].get('appVersion', 'error')                    track_url = app_id_info['data'].get('trackUrl', 'error')                    # 2、获取特定视频                    special_video_info = get_top_video_info(account_id=account_id,                                                            url=get_high_quality_video_url,                                                            start_time=(datetime.datetime.now() +                                                                        datetime.timedelta(days=-high_quality_video_days)).                                                            strftime("%Y-%m-%d %H:%M:%S"),                                                            end_time=datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                            cnt=5,                                                            app_version=app_version)                    if special_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of special_video_info is %s' %                                    (account_id, app_id, special_video_info['message']))                        continue                    # 3、拼装request_data,调用ai_strategy_request_parse方法                    # 广告计划名称:渠道包 - 游戏名称 - 版位 - 日期                    # 广告组名称:渠道包 - 游戏名称 - 优选 - 不限(定向)-自定义 / 程序化 - 日期                    request_data = get_request_data(account_id=account_id,                                                    campaign_id=campaign_id,                                                    video_info=special_video_info['data'],                                                    campaign_name=app_version + '-优选广告位-' + '程序化高质量素材',                                                    group_name=app_version + '-优选广告位-不限-程序化-' + '高质量素材',                                                    ai_strategy_remark="程序化高质量素材",                                                    unit_type=7,                                                    app_id=app_id,                                                    click_track_url=track_url)                    request = ai_strategy_request_parse(request_data)                    logger.info("account_id=%s, app_id=%s, ai策略的返回信息:%s" % (account_id, app_id, request))                    app_id_cnt += 1                    if app_id_cnt >= 30:                        break                self.write(json.dumps({"message": "account_id=%s, 多应用的高质量素材程序化创意的请求已走完!" % account_id}))                self.flush()            else:                video_info = get_top_video_info(account_id, programme_high_quality_video_cnt,                                                (datetime.datetime.now() + datetime.timedelta(                                                 days=-high_quality_video_days)).strftime("%Y-%m-%d %H:%M:%S"),                                                datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                get_high_quality_video_url)                if video_info['code'] != 0:                    logger.info("the res of video is %s" % video_info['message'])                    logger.info("没有获取到视频,不发送ai策略请求!")                    self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))                    self.flush()                else:                    campaign_name, group_name = get_campaign_and_group_name_rule(account_id)                    if (campaign_name is None) or (group_name is None):                        logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")                        self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))                        self.flush()                    else:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=video_info['data'],                                                        campaign_name=campaign_name,                                                        group_name=group_name,                                                        ai_strategy_remark="程序化高质量素材",                                                        name_replace="程序化高质量素材",                                                        unit_type=7)                        request = ai_strategy_request_parse(request_data)                        logger.info("ai策略的返回信息:%s" % request)                        self.write(json.dumps(request))                        self.flush()        except Exception:            logger.error(traceback.format_exc())            self.write(json.dumps(traceback.format_exc()))            self.flush()class AiProgramCreativeNewMaterial(tornado.web.RequestHandler):    """    使用2天内 创意数关联小于10(当天创意关联数小于10的,150个素材)的素材创建程序化创意    计划名称--新素材程序化    timeTask: 每天上午10点执行 --(0 0 10 * * ?)    """    def post(self):        data = self.request.body        data = str(data, 'utf8')        data = json.loads(data, encoding='utf8')        logger.info("***************************************  NEW REQUEST ***************************************")        account_id = data.get('account_id')        campaign_id = data.get('campaign_id')        logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s,  raw data from request is %s" %                    (account_id, os.getpid(), os.getppid(), data))        try:            sql = """select account_id, single_appid, app_id_array, general_track from ctop_ai_kuaishou_advertiser_strategy                     where account_id=%s and status=1 order by create_time desc limit 1                  """ % account_id            df = pd.read_sql(sql, engine)            if df['general_track'].values[0] == 0:                app_id_array = eval(df['app_id_array'].values[0])                random.shuffle(app_id_array)                app_id_cnt = 0                for app_id in app_id_array:                    # 1、获取该 app_id 的应该详情                    app_id_info = get_app_detail(account_id=account_id,                                                 url=get_app_detail_url,                                                 app_id=app_id)                    if app_id_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of get_app_detail is %s' %                                    (account_id, app_id, app_id_info['message']))                        continue                    app_version = app_id_info['data'].get('appVersion', 'error')                    track_url = app_id_info['data'].get('trackUrl', 'error')                    # 2、获取特定视频                    special_video_info = get_history_video_info(account_id=account_id,                                                                url=get_history_video_url,                                                                start_time=(datetime.datetime.now() + datetime.timedelta(days=-200)).                                                                strftime("%Y-%m-%d %H:%M:%S"),                                                                end_time=datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                                video_cnt=5,                                                                related_creative_max_cnt=related_creative_max_cnt,                                                                app_version=app_version                                                                )                    if special_video_info['code'] != 0:                        logger.info('account_id=%s, app_id=%s, the res of special_video_info is %s' %                                    (account_id, app_id, special_video_info['message']))                        continue                    # 3、拼装request_data,调用ai_strategy_request_parse方法                    # 广告计划名称:渠道包 - 游戏名称 - 版位 - 日期                    # 广告组名称:渠道包 - 游戏名称 - 优选 - 不限(定向)-自定义 / 程序化 - 日期                    request_data = get_request_data(account_id=account_id,                                                    campaign_id=campaign_id,                                                    video_info=special_video_info['data'],                                                    campaign_name=app_version + '-优选广告位-' + '程序化上新素材',                                                    group_name=app_version + '-优选广告位-不限-程序化-' + '上新素材',                                                    ai_strategy_remark="程序化上新素材",                                                    unit_type=7,                                                    app_id=app_id,                                                    click_track_url=track_url)                    request = ai_strategy_request_parse(request_data)                    logger.info("account_id=%s, app_id=%s, ai策略的返回信息:%s" % (account_id, app_id, request))                    app_id_cnt += 1                    if app_id_cnt >= 30:                        break                self.write(json.dumps({"message": "account_id=%s, 多应用的上新素材程序化创意的请求已走完!" % account_id}))                self.flush()            else:                video_info = get_history_video_info(account_id=account_id,                                                    url=get_history_video_url,                                                    start_time=(datetime.datetime.now() + datetime.timedelta(days=-2)).                                                    strftime("%Y-%m-%d %H:%M:%S"),                                                    end_time=datetime.date.today().strftime("%Y-%m-%d %H:%M:%S"),                                                    video_cnt=programme_new_video_cnt,                                                    related_creative_max_cnt=related_creative_max_cnt)                if video_info['code'] != 0:                    logger.info("the res of video is %s" % video_info['message'])                    logger.info("没有获取到视频,不发送ai策略请求!")                    self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))                    self.flush()                else:                    campaign_name, group_name = get_campaign_and_group_name_rule(account_id)                    if (campaign_name is None) or (group_name is None):                        logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")                        self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))                        self.flush()                    else:                        request_data = get_request_data(account_id=account_id,                                                        campaign_id=campaign_id,                                                        video_info=video_info['data'],                                                        campaign_name=campaign_name,                                                        group_name=group_name,                                                        ai_strategy_remark="程序化上新素材",                                                        name_replace="程序化上新素材",                                                        unit_type=7)                        request = ai_strategy_request_parse(request_data)                        logger.info("ai策略的返回信息:%s" % request)                        self.write(json.dumps(request))                        self.flush()        except Exception:            logger.error(traceback.format_exc())            self.write(json.dumps(traceback.format_exc()))            self.flush()
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