Merge branch 'master' of http://git.wanmeizhensuo.com/ML/ffm-baseline

eda/feededa/src/main/scala/com/gmei/EsmmData.scala

@@ -196,5 +196,145 @@ object EsmmData {
     }
   }
 
+}
+
+
+
+
+object EsmmPredData {
+
+  Logger.getLogger("org.apache.spark").setLevel(Level.WARN)
+  Logger.getLogger("org.apache.eclipse.jetty.server").setLevel(Level.OFF)
+
+  case class Params(env: String = "dev"
+                   ) extends AbstractParams[Params] with Serializable
+
+  val defaultParams = Params()
+
+  val parser = new OptionParser[Params]("Feed_EDA") {
+    head("EsmmData")
+    opt[String]("env")
+      .text(s"the databases environment you used")
+      .action((x, c) => c.copy(env = x))
+    note(
+      """
+        |For example, the following command runs this app on a tidb dataset:
+        |
+        | spark-submit --class com.gmei.EsmmData ./target/scala-2.11/feededa-assembly-0.1.jar \
+      """.stripMargin +
+        s"|   --env ${defaultParams.env}"
+    )
+  }
+
+
+
+  def main(args: Array[String]): Unit = {
+    parser.parse(args, defaultParams).map { param =>
+      GmeiConfig.setup(param.env)
+      val spark_env = GmeiConfig.getSparkSession()
+      val sc = spark_env._2
+
+      val ti = new TiContext(sc)
+      ti.tidbMapTable(dbName = "eagle",tableName = "src_mimas_prod_api_diary_tags")
+      ti.tidbMapTable(dbName = "eagle",tableName = "src_zhengxing_api_tag")
+      ti.tidbMapTable(dbName = "jerry_prod",tableName = "merge_queue_table")
+      ti.tidbMapTable(dbName = "jerry_prod",tableName = "data_feed_exposure")
+
+
+
+      val raw_data = sc.sql(
+        s"""
+           |select device_id,city_id as ucity_id, explode(split(search_queue, ',')) as cid_id
+           |from merge_queue_table
+         """.stripMargin
+      )
+      raw_data.createOrReplaceTempView("raw_data")
+//      raw_data.show()
+
+      import sc.implicits._
+
+      val yesteday = GmeiConfig.getMinusNDate(1).replace("-","")
+      val sid_data = sc.sql(
+        s"""
+           |select distinct
+           |  from_unixtime(unix_timestamp(partition_date ,'yyyyMMdd'), 'yyyy-MM-dd') as stat_date,
+           |  a.device_id,a.ucity_id,a.cid_id, b.service_id as diary_service_id
+           |from raw_data a
+           |left join online.ml_community_diary_updates b on a.cid_id = b.diary_id
+           |where b.partition_date = '${yesteday}'
+         """.stripMargin
+      )
+      sid_data.show()
+
+      val sid_data_label = sid_data.withColumn("y",lit(0)).withColumn("z",lit(0))
+      sid_data_label.createOrReplaceTempView("union_data")
+
+
+      val union_data_clabel = sc.sql(
+        s"""
+           |select a.stat_date,a.device_id,a.ucity_id,a.cid_id,a.diary_service_id,a.y,a.z,
+           |  c.level1_id as clevel1_id
+           |from union_data a
+           |left join online.tl_hdfs_diary_tags_view b on a.cid_id=b.diary_id
+           |left join online.bl_tag_hierarchy_detail c on b.tag_id=c.id
+           |where b.partition_date='${yesteday}'
+           |and c.partition_date='${yesteday}'
+         """.stripMargin
+      )
+      union_data_clabel.createOrReplaceTempView("union_data_clabel")
+      //      union_data_clabel.show()
+
+      val union_data_slabel = sc.sql(
+        s"""
+           |select a.stat_date,a.device_id,a.ucity_id,a.cid_id,a.diary_service_id,a.y,a.z,a.clevel1_id,
+           |  c.level1_id as slevel1_id
+           |from union_data_clabel a
+           |left join online.tl_meigou_servicetag_view b on a.diary_service_id=b.service_id
+           |left join online.bl_tag_hierarchy_detail c on b.tag_id=c.id
+           |where b.partition_date='${yesteday}'
+           |and c.partition_date='${yesteday}'
+         """.stripMargin
+      )
+      union_data_slabel.createOrReplaceTempView("union_data_slabel")
+      //      union_data_slabel.show()
+
+
+      val union_data_ccity_name = sc.sql(
+        s"""
+           |select a.stat_date,a.device_id,a.ucity_id,a.cid_id,a.diary_service_id,a.y,a.z,a.clevel1_id,a.slevel1_id,
+           |  c.name as ccity_name
+           |from union_data_slabel a
+           |left join src_mimas_prod_api_diary_tags b on a.cid_id=b.diary_id
+           |left join src_zhengxing_api_tag c on b.tag_id=c.id
+           | where c.tag_type=4
+         """.stripMargin
+      )
+      union_data_ccity_name.createOrReplaceTempView("union_data_ccity_name")
+      //      union_data_ccity_name.show()
+
+      val union_data_scity_id = sc.sql(
+        s"""
+           |select a.stat_date,a.device_id,a.ucity_id,a.cid_id,a.diary_service_id,a.y,a.z,a.clevel1_id,a.slevel1_id,a.ccity_name,
+           |  d.city_id as scity_id
+           |from union_data_ccity_name a
+           |left join online.tl_meigou_service_view b on a.diary_service_id=b.id
+           |left join online.tl_hdfs_doctor_view c on b.doctor_id=c.id
+           |left join online.tl_hdfs_hospital_view d on c.hospital_id=d.id
+           |where b.partition_date='${yesteday}'
+           |and c.partition_date='${yesteday}'
+           |and d.partition_date='${yesteday}'
+         """.stripMargin
+      )
+      //      union_data_scity_id.createOrReplaceTempView("union_data_scity_id")
+      union_data_scity_id.show()
+      GmeiConfig.writeToJDBCTable("jdbc:mysql://10.66.157.22:4000/jerry_test?user=root&password=3SYz54LS9#^9sBvC&rewriteBatchedStatements=true",union_data_scity_id, table="esmm_pre_data",SaveMode.Overwrite)
+
+
+
+
+      sc.stop()
+
+    }
+  }
 
 }
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