处理VSYS_ID类型转换异常

ip-learning-spark/src/main/scala/cn/ac/iie/dao/BaseClickhouseData.scala

@@ -100,12 +100,12 @@ object BaseClickhouseData {
       s"""
          |(SELECT * FROM
          |((SELECT ssl_sni AS FQDN,server_ip,MAX(recv_time) AS LAST_FOUND_TIME,MIN(recv_time) AS FIRST_FOUND_TIME,COUNT(*) AS COUNT_TOTAL,
-         |toString(groupUniqArray(${ApplicationConfig.DISTINCT_CLIENT_IP_NUM})(client_ip)) AS DIST_CIP_RECENT,'TLS' AS  schema_type,vsys_id AS VSYS_ID
+         |toString(groupUniqArray(${ApplicationConfig.DISTINCT_CLIENT_IP_NUM})(client_ip)) AS DIST_CIP_RECENT,'TLS' AS  decoded_as,vsys_id AS VSYS_ID
          |FROM ${ApplicationConfig.SPARK_READ_CLICKHOUSE_SESSION_TABLE}
          |WHERE $where and decoded_as = 'SSL' GROUP BY ssl_sni,server_ip,vsys_id)
          |UNION ALL
          |(SELECT http_host AS FQDN,server_ip,MAX(recv_time) AS LAST_FOUND_TIME,MIN(recv_time) AS FIRST_FOUND_TIME,COUNT(*) AS COUNT_TOTAL,
-         |toString(groupUniqArray(${ApplicationConfig.DISTINCT_CLIENT_IP_NUM})(client_ip)) AS DIST_CIP_RECENT,'HTTP' AS schema_type,vsys_id AS VSYS_ID
+         |toString(groupUniqArray(${ApplicationConfig.DISTINCT_CLIENT_IP_NUM})(client_ip)) AS DIST_CIP_RECENT,'HTTP' AS decoded_as,vsys_id AS VSYS_ID
          |FROM ${ApplicationConfig.SPARK_READ_CLICKHOUSE_SESSION_TABLE}
          |WHERE $where and decoded_as = 'HTTP' GROUP BY http_host,server_ip,vsys_id))
          |WHERE FQDN != '') as dbtable

ip-learning-spark/src/main/scala/cn/ac/iie/main/IpRecommendApplication.scala

@@ -1,7 +1,7 @@
 package cn.ac.iie.main
 
 import cn.ac.iie.service.update.UpdateDocument
-@deprecated
+
 object IpRecommendApplication {
 
   def main(args: Array[String]): Unit = {

ip-learning-spark/src/main/scala/cn/ac/iie/main/SubscriberRecommendApplication.scala

@@ -1,7 +1,7 @@
 package cn.ac.iie.main
 
 import cn.ac.iie.service.update.UpdateDocument
-@deprecated
+
 object SubscriberRecommendApplication {
 
   def main(args: Array[String]): Unit = {

ip-learning-spark/src/main/scala/cn/ac/iie/service/transform/MergeDataFrame.scala

@@ -39,7 +39,7 @@ object MergeDataFrame {
     )
 
     val ipRddRow = frame.rdd.map(row => {
-      val vsysId = row.getAs[Long]("VSYS_ID")
+      val vsysId = row.getAs[Integer]("VSYS_ID").toLong
       val ip = row.getAs[String]("IP")
       ( ip + "-" + vsysId, row)
     }) /*.partitionBy(new CustomPartitioner(ApplicationConfig.SPARK_SQL_SHUFFLE_PARTITIONS))*/
@@ -51,18 +51,18 @@ object MergeDataFrame {
   def mergeRelationFqdnLocateIp(): RDD[(String, (Option[BaseEdgeDocument], Row))] = {
     val frame = BaseClickhouseData.getRelationFqdnLocateIpDf
       .repartition().filter(row => isDomain(row.getAs[String]("FQDN")))
-      .groupBy("FQDN", "common_server_ip", "VSYS_ID")
+      .groupBy("FQDN", "server_ip", "VSYS_ID")
       .agg(
         min("FIRST_FOUND_TIME").alias("FIRST_FOUND_TIME"),
         max("LAST_FOUND_TIME").alias("LAST_FOUND_TIME"),
         collect_list("COUNT_TOTAL").alias("COUNT_TOTAL_LIST"),
-        collect_list("schema_type").alias("schema_type_list"),
+        collect_list("decoded_as").alias("decoded_as_list"),
         collect_set("DIST_CIP_RECENT").alias("DIST_CIP_RECENT")
       )
     val fqdnLocIpRddRow = frame.rdd.map(row => {
       val fqdn = row.getAs[String]("FQDN")
-      val serverIp = row.getAs[String]("common_server_ip")
-      val vsysId = row.getAs[Long]("VSYS_ID")
+      val serverIp = row.getAs[String]("server_ip")
+      val vsysId = row.getAs[Integer]("VSYS_ID").toLong
       val key = fqdn.concat("-" + serverIp + "-" + vsysId)
       (key, row)
     }) /*.partitionBy(new CustomPartitioner(ApplicationConfig.SPARK_SQL_SHUFFLE_PARTITIONS))*/

ip-learning-spark/src/main/scala/cn/ac/iie/service/update/UpdateDocument.scala

@@ -192,34 +192,6 @@ object UpdateDocument {
     subidDoc
   }
 
-  private def getVertexFqdnRow(joinRow: (String, (Option[BaseDocument], Row))): BaseDocument = {
-    val fqdnDocOpt = joinRow._2._1
-    var fqdnDoc = fqdnDocOpt match {
-      case Some(doc) => doc
-      case None => null
-    }
-    val fqdnRow: Row = joinRow._2._2
-    if (fqdnRow != null) {
-      val fqdn = fqdnRow.getAs[String]("FQDN")
-      val lastFoundTime = fqdnRow.getAs[Long]("LAST_FOUND_TIME")
-      val firstFoundTime = fqdnRow.getAs[Long]("FIRST_FOUND_TIME")
-      val vsysId = fqdnRow.getAs[Long]("VSYS_ID")
-
-      if (fqdnDoc != null) {
-        updateMaxAttribute(fqdnDoc, lastFoundTime, "LAST_FOUND_TIME")
-        fqdnDoc.addAttribute("VSYS_ID", vsysId)
-      } else {
-        fqdnDoc = new BaseDocument
-        fqdnDoc.setKey(fqdn + "-" + vsysId)
-        fqdnDoc.addAttribute("FQDN_NAME", fqdn)
-        fqdnDoc.addAttribute("FIRST_FOUND_TIME", firstFoundTime)
-        fqdnDoc.addAttribute("LAST_FOUND_TIME", lastFoundTime)
-        fqdnDoc.addAttribute("VSYS_ID", vsysId)
-      }
-    }
-    fqdnDoc
-  }
-
   private def getVertexIpRow(joinRow: (String, (Option[BaseDocument], Row))): BaseDocument = {
     val ipDocOpt = joinRow._2._1
     var ipDoc = ipDocOpt match {
@@ -236,7 +208,7 @@ object UpdateDocument {
       val ipTypeList = ipRow.getAs[ofRef[String]]("ip_type_list")
       val linkInfo = ipRow.getAs[String]("common_link_info")
       val sepAttributeTuple = separateAttributeByIpType(ipTypeList, sessionCountList, bytesSumList)
-      val vsysId = ipRow.getAs[Long]("VSYS_ID")
+      val vsysId = ipRow.getAs[Integer]("VSYS_ID").toLong
 
       if (ipDoc != null) {
         updateMaxAttribute(ipDoc, lastFoundTime, "LAST_FOUND_TIME")
@@ -276,13 +248,13 @@ object UpdateDocument {
     }
     if (fqdnLocIpRow != null) {
       val fqdn = fqdnLocIpRow.getAs[String]("FQDN")
-      val serverIp = fqdnLocIpRow.getAs[String]("common_server_ip")
+      val serverIp = fqdnLocIpRow.getAs[String]("server_ip")
       val firstFoundTime = fqdnLocIpRow.getAs[Long]("FIRST_FOUND_TIME")
       val lastFoundTime = fqdnLocIpRow.getAs[Long]("LAST_FOUND_TIME")
       val countTotalList = fqdnLocIpRow.getAs[ofRef[AnyRef]]("COUNT_TOTAL_LIST")
-      val schemaTypeList = fqdnLocIpRow.getAs[ofRef[AnyRef]]("schema_type_list")
+      val schemaTypeList = fqdnLocIpRow.getAs[ofRef[AnyRef]]("decoded_as_list")
       val distCipRecent = fqdnLocIpRow.getAs[ofRef[String]]("DIST_CIP_RECENT")
-      val vsysId = fqdnLocIpRow.getAs[Long]("VSYS_ID")
+      val vsysId = fqdnLocIpRow.getAs[Integer]("VSYS_ID").toLong
 
       val sepAttritubeMap: Map[String, Long] = separateAttributeByProtocol(schemaTypeList, countTotalList)
       val distinctIp: Array[String] = mergeDistinctIp(distCipRecent)