import os import sys sys.path.append(os.path.dirname(sys.path[0])) from utils.common_util import CommonUtil from utils.spark_util import SparkUtil from utils.templates_rerun import TemplatesRerun from pyspark.sql import functions as F class RerunDemo(TemplatesRerun): def __init__(self, site_name, date_type, date_info): super().__init__() self.site_name = site_name self.date_type = date_type self.date_info = date_info app_name = f"{self.__class__.__name__}:{self.site_name}:{self.date_type}:{self.date_info}" self.spark = SparkUtil.get_spark_session(app_name) # 重跑表名 self.db_save = "dim_st_detail" # 分区 self.partitions_num = 3 # 分区字段 self.partitions_by = ['site_name', 'date_type', 'date_info'] # 拼接where条件 self.partitions_dict = { 'site_name': self.site_name, 'date_type': self.date_type, 'date_info': self.date_info } # 修改字段 self.rerun_field = 'st_appear_history_counts' # 重跑范围 self.rerun_range = '2024-07' # 重跑模块 self.page = 'ABA搜索词' # 重跑任务负责人 self.task_owner = 'chenyuanjie' # 重跑原因 self.rerun_reason = '数据异常' # 详情 self.rerun_reason_description = '词频数据有误,重跑验证' # 定义df对象 self.df_history_data = self.df_history_data self.df_save = self.spark.sql("select 1+1;") def rerun_handle_data(self): # todo sql = f""" select year_week from dim_date_20_to_30 where week_day=1 and year_month = '{self.date_info}' """ df_week = self.spark.sql(sql) year_week_tuple = tuple(df_week.select('year_week').rdd.flatMap(lambda x: x).collect()) sql = f""" select * from ods_brand_analytics where site_name = '{self.site_name}' and date_type = 'week' and date_info in {year_week_tuple} and rank <= 1500000; """ df_st_detail_days = self.spark.sql(sql).cache() df_st_detail_days = df_st_detail_days.drop_duplicates(['search_term', 'date_info']) df_st_detail_days = df_st_detail_days.groupby(['search_term']).agg( F.count('date_info').alias('st_appear_history_counts') ) self.df_save = self.df_history_data.join( df_st_detail_days, 'search_term', 'left' ) if __name__ == '__main__': site_name = CommonUtil.get_sys_arg(1, None) date_type = CommonUtil.get_sys_arg(2, None) date_info = CommonUtil.get_sys_arg(3, None) obj = RerunDemo(site_name=site_name, date_type=date_type, date_info=date_info) obj.rerun()