IP Learning tsg项目 spark版本首次提交
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wanglihui
@@ -1,5 +1,7 @@
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package cn.ac.iie.service.update
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import java.util
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import java.util.concurrent.ConcurrentHashMap
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import cn.ac.iie.config.ApplicationConfig
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import cn.ac.iie.dao.BaseArangoData
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@@ -10,6 +12,7 @@ import cn.ac.iie.utils.ArangoDBConnect
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import cn.ac.iie.utils.SparkSessionUtil.spark
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import com.arangodb.entity.{BaseDocument, BaseEdgeDocument}
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import org.apache.spark.TaskContext
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import org.apache.spark.broadcast.Broadcast
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import org.apache.spark.rdd.RDD
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import org.apache.spark.sql.Row
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import org.slf4j.LoggerFactory
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@@ -22,12 +25,20 @@ object UpdateDocument {
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private val LOG = LoggerFactory.getLogger(UpdateDocument.getClass)
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private val baseArangoData = new BaseArangoData()
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def updateDocument(): Unit ={
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def updateDocument[T <: BaseDocument](collName: String,
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historyMap: ConcurrentHashMap[Integer, ConcurrentHashMap[String, T]],
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getDocumentRow: Row => T,
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getNewDataRdd: Unit => RDD[Row]
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): Unit = {
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baseArangoData.readHistoryData(collName, historyMap, classOf[T])
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val hisBc = spark.sparkContext.broadcast(historyMap)
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try {
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}
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}
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def updateVertexFqdn(): Unit ={
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baseArangoData.readHistoryData("FQDN",historyVertexFqdnMap,classOf[BaseDocument])
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def updateVertexFqdn(): Unit = {
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baseArangoData.readHistoryData("FQDN", historyVertexFqdnMap, classOf[BaseDocument])
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val hisVerFqdnBc = spark.sparkContext.broadcast(historyVertexFqdnMap)
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try {
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val start = System.currentTimeMillis()
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@@ -41,19 +52,19 @@ object UpdateDocument {
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val fqdn = row.getAs[String]("FQDN")
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val lastFoundTime = row.getAs[Long]("LAST_FOUND_TIME")
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val firstFoundTime = row.getAs[Long]("FIRST_FOUND_TIME")
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var document: BaseDocument = hisVerFqdnMapTmp.getOrDefault(fqdn,null)
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if (document != null){
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updateMaxAttribute(document,lastFoundTime,"LAST_FOUND_TIME")
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} else{
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var document: BaseDocument = hisVerFqdnMapTmp.getOrDefault(fqdn, null)
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if (document != null) {
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updateMaxAttribute(document, lastFoundTime, "LAST_FOUND_TIME")
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} else {
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document = new BaseDocument
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document.setKey(fqdn)
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document.addAttribute("FQDN_NAME",fqdn)
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document.addAttribute("FIRST_FOUND_TIME",firstFoundTime)
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document.addAttribute("LAST_FOUND_TIME",lastFoundTime)
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document.addAttribute("FQDN_NAME", fqdn)
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document.addAttribute("FIRST_FOUND_TIME", firstFoundTime)
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document.addAttribute("LAST_FOUND_TIME", lastFoundTime)
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}
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resultDocumentList.add(document)
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i+=1
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if (i >= ApplicationConfig.UPDATE_ARANGO_BATCH){
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i += 1
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if (i >= ApplicationConfig.UPDATE_ARANGO_BATCH) {
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arangoManger.overwrite(resultDocumentList, "FQDN")
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LOG.warn("更新FQDN:" + i)
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i = 0
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@@ -65,16 +76,16 @@ object UpdateDocument {
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}
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})
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val last = System.currentTimeMillis()
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LOG.warn(s"更新FQDN时间：${last-start}")
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}catch {
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case e:Exception => e.printStackTrace()
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}finally {
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LOG.warn(s"更新FQDN时间：${last - start}")
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} catch {
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case e: Exception => e.printStackTrace()
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} finally {
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hisVerFqdnBc.destroy()
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}
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}
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def updateVertexIp(): Unit ={
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baseArangoData.readHistoryData("IP",historyVertexIpMap,classOf[BaseDocument])
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def updateVertexIp(): Unit = {
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baseArangoData.readHistoryData("IP", historyVertexIpMap, classOf[BaseDocument])
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val hisVerIpBc = spark.sparkContext.broadcast(historyVertexIpMap)
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try {
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val start = System.currentTimeMillis()
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@@ -91,30 +102,30 @@ object UpdateDocument {
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val sessionCountList = row.getAs[ofRef[AnyRef]]("SESSION_COUNT_LIST")
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val bytesSumList = row.getAs[ofRef[AnyRef]]("BYTES_SUM_LIST")
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val ipTypeList = row.getAs[ofRef[String]]("ip_type_list")
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val sepAttributeTuple = separateAttributeByIpType(ipTypeList,sessionCountList,bytesSumList)
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val sepAttributeTuple = separateAttributeByIpType(ipTypeList, sessionCountList, bytesSumList)
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var document = hisVerIpMapTmp.getOrDefault(ip,null)
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if (document != null){
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updateMaxAttribute(document,lastFoundTime,"LAST_FOUND_TIME")
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updateSumAttribute(document,sepAttributeTuple._1,"SERVER_SESSION_COUNT")
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updateSumAttribute(document,sepAttributeTuple._2,"SERVER_BYTES_SUM")
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updateSumAttribute(document,sepAttributeTuple._3,"CLIENT_SESSION_COUNT")
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updateSumAttribute(document,sepAttributeTuple._4,"CLIENT_BYTES_SUM")
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var document = hisVerIpMapTmp.getOrDefault(ip, null)
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if (document != null) {
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updateMaxAttribute(document, lastFoundTime, "LAST_FOUND_TIME")
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updateSumAttribute(document, sepAttributeTuple._1, "SERVER_SESSION_COUNT")
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updateSumAttribute(document, sepAttributeTuple._2, "SERVER_BYTES_SUM")
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updateSumAttribute(document, sepAttributeTuple._3, "CLIENT_SESSION_COUNT")
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updateSumAttribute(document, sepAttributeTuple._4, "CLIENT_BYTES_SUM")
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} else {
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document = new BaseDocument
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document.setKey(ip)
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document.addAttribute("IP",ip)
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document.addAttribute("FIRST_FOUND_TIME",firstFoundTime)
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document.addAttribute("LAST_FOUND_TIME",lastFoundTime)
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document.addAttribute("SERVER_SESSION_COUNT",sepAttributeTuple._1)
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document.addAttribute("SERVER_BYTES_SUM",sepAttributeTuple._2)
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document.addAttribute("CLIENT_SESSION_COUNT",sepAttributeTuple._3)
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document.addAttribute("CLIENT_BYTES_SUM",sepAttributeTuple._4)
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document.addAttribute("COMMON_LINK_INFO","")
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document.addAttribute("IP", ip)
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document.addAttribute("FIRST_FOUND_TIME", firstFoundTime)
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document.addAttribute("LAST_FOUND_TIME", lastFoundTime)
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document.addAttribute("SERVER_SESSION_COUNT", sepAttributeTuple._1)
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document.addAttribute("SERVER_BYTES_SUM", sepAttributeTuple._2)
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document.addAttribute("CLIENT_SESSION_COUNT", sepAttributeTuple._3)
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document.addAttribute("CLIENT_BYTES_SUM", sepAttributeTuple._4)
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document.addAttribute("COMMON_LINK_INFO", "")
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}
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resultDocumentList.add(document)
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i+=1
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if (i >= ApplicationConfig.UPDATE_ARANGO_BATCH){
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i += 1
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if (i >= ApplicationConfig.UPDATE_ARANGO_BATCH) {
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arangoManger.overwrite(resultDocumentList, "IP")
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LOG.warn("更新IP:" + i)
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i = 0
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@@ -126,15 +137,15 @@ object UpdateDocument {
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}
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})
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val last = System.currentTimeMillis()
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LOG.warn(s"更新IP时间：${last-start}")
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}catch {
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case e:Exception => e.printStackTrace()
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}finally {
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LOG.warn(s"更新IP时间：${last - start}")
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} catch {
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case e: Exception => e.printStackTrace()
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} finally {
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hisVerIpBc.destroy()
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}
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}
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def updateRelationFqdnLocateIp(): Unit ={
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def updateRelationFqdnLocateIp(): Unit = {
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baseArangoData.readHistoryData("R_LOCATE_FQDN2IP", historyRelationFqdnAddressIpMap, classOf[BaseEdgeDocument])
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val hisReFqdnLocIpBc = spark.sparkContext.broadcast(historyRelationFqdnAddressIpMap)
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try {
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@@ -154,28 +165,28 @@ object UpdateDocument {
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val schemaTypeList = row.getAs[ofRef[AnyRef]]("schema_type_list")
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val distCipRecent = row.getAs[ofRef[ofRef[String]]]("DIST_CIP_RECENT")
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val sepAttritubeMap: Map[String, Long] = separateAttributeByProtocol(schemaTypeList,countTotalList)
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val sepAttritubeMap: Map[String, Long] = separateAttributeByProtocol(schemaTypeList, countTotalList)
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val distinctIp: Array[String] = mergeDistinctIp(distCipRecent)
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val key = fqdn.concat("-"+serverIp)
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var document: BaseEdgeDocument = hisRelaFqdnLocaIpMapTmp.getOrDefault(key,null)
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if (document != null){
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updateMaxAttribute(document,lastFoundTime,"LAST_FOUND_TIME")
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updateProtocolAttritube(document,sepAttritubeMap)
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updateDistinctIp(document,distinctIp)
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}else {
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val key = fqdn.concat("-" + serverIp)
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var document: BaseEdgeDocument = hisRelaFqdnLocaIpMapTmp.getOrDefault(key, null)
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if (document != null) {
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updateMaxAttribute(document, lastFoundTime, "LAST_FOUND_TIME")
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updateProtocolAttritube(document, sepAttritubeMap)
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updateDistinctIp(document, distinctIp)
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} else {
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document = new BaseEdgeDocument()
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document.setKey(key)
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document.setFrom("FQDN/" + fqdn)
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document.setTo("IP/" + serverIp)
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document.addAttribute("FIRST_FOUND_TIME", firstFoundTime)
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document.addAttribute("LAST_FOUND_TIME", lastFoundTime)
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putProtocolAttritube(document,sepAttritubeMap)
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putDistinctIp(document,distinctIp)
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putProtocolAttritube(document, sepAttritubeMap)
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putDistinctIp(document, distinctIp)
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}
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resultDocumentList.add(document)
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i+=1
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if (i >= ApplicationConfig.UPDATE_ARANGO_BATCH){
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i += 1
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if (i >= ApplicationConfig.UPDATE_ARANGO_BATCH) {
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arangoManger.overwrite(resultDocumentList, "R_LOCATE_FQDN2IP")
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LOG.warn("更新R_LOCATE_FQDN2IP:" + i)
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i = 0
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@@ -187,10 +198,10 @@ object UpdateDocument {
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}
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})
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val last = System.currentTimeMillis()
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LOG.warn(s"更新R_LOCATE_FQDN2IP时间：${last-start}")
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}catch {
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case e:Exception => e.printStackTrace()
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}finally {
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LOG.warn(s"更新R_LOCATE_FQDN2IP时间：${last - start}")
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} catch {
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case e: Exception => e.printStackTrace()
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} finally {
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hisReFqdnLocIpBc.destroy()
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}
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}
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