中心测试版本，修改为在clickhouse计算后读取结果

ip-learning-spark/src/main/java/cn/ac/iie/dao/BaseArangoData.java

@@ -33,9 +33,8 @@ public class BaseArangoData {
 
     private ExecutorThreadPool threadPool = ExecutorThreadPool.getInstance();
 
-    public <T extends BaseDocument> void readHistoryData(String table,
+    public <T extends BaseDocument> ConcurrentHashMap<Integer, ConcurrentHashMap<String, T>> readHistoryData(String table, Class<T> type) {
-                                                  ConcurrentHashMap<Integer, ConcurrentHashMap<String, T>> historyMap,
+        ConcurrentHashMap<Integer, ConcurrentHashMap<String, T>> historyMap = new ConcurrentHashMap<>();
-                                                  Class<T> type) {
         try {
             LOG.warn("开始更新" + table);
             long start = System.currentTimeMillis();
@@ -57,6 +56,7 @@ public class BaseArangoData {
         } catch (Exception e) {
             e.printStackTrace();
         }
+        return historyMap;
     }
 
     private Long getCountTotal(String table){
@@ -72,7 +72,7 @@ public class BaseArangoData {
             LOG.error(sql +"执行异常");
         }
         long last = System.currentTimeMillis();
-        LOG.info(sql+" 结果："+cnt+" 执行时间："+(last-start));
+        LOG.warn(sql+" 结果："+cnt+" 执行时间："+(last-start));
         return cnt;
     }
 

ip-learning-spark/src/main/java/cn/ac/iie/service/read/ReadHistoryArangoData.java

@@ -58,6 +58,7 @@ public class ReadHistoryArangoData<T extends BaseDocument> extends Thread {
     public void run() {
         try {
             long s = System.currentTimeMillis();
+            LOG.warn(query+" \n 开始查询");
             ArangoCursor<T> docs = arangoConnect.executorQuery(query, type);
             if (docs != null) {
                 List<T> baseDocuments = docs.asListRemaining();
@@ -67,11 +68,11 @@ public class ReadHistoryArangoData<T extends BaseDocument> extends Thread {
                     switch (table) {
                         case "R_LOCATE_FQDN2IP":
                             updateProtocolDocument(doc);
-//                            deleteDistinctClientIpByTime(doc);
+                            deleteDistinctClientIpByTime(doc);
-                            break;
-                        case "R_VISIT_IP2FQDN":
-                            updateProtocolDocument(doc);
                             break;
+//                        case "R_VISIT_IP2FQDN":
+//                            updateProtocolDocument(doc);
+//                            break;
                         default:
                     }
                     int hashCode = Math.abs(key.hashCode()) % ApplicationConfig.THREAD_POOL_NUMBER();

ip-learning-spark/src/main/resources/application.properties

@@ -7,13 +7,16 @@ repartitionNumber=36
 spark.serializer=org.apache.spark.serializer.KryoSerializer
 master=local[*]
 #spark读取clickhouse配置
-spark.read.clickhouse.url=jdbc:clickhouse://192.168.40.186:8123/tsg_galaxy_v3
+#spark.read.clickhouse.url=jdbc:clickhouse://192.168.40.186:8123/tsg_galaxy_v3
+spark.read.clickhouse.url=jdbc:clickhouse://192.168.44.12:8123/tsg_galaxy_v3
 spark.read.clickhouse.driver=ru.yandex.clickhouse.ClickHouseDriver
 spark.read.clickhouse.user=default
-spark.read.clickhouse.password=111111
+#spark.read.clickhouse.password=111111
+spark.read.clickhouse.password=ceiec2019
 spark.read.clickhouse.numPartitions=144
 spark.read.clickhouse.fetchsize=10000
-spark.read.clickhouse.partitionColumn=common_end_time
+#spark.read.clickhouse.partitionColumn=common_end_time
+spark.read.clickhouse.partitionColumn=FIRST_FOUND_TIME
 clickhouse.socket.timeout=300000
 #arangoDB配置
 arangoDB.host=192.168.40.182

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

@@ -11,7 +11,7 @@ object BaseClickhouseData {
   val currentHour: Long = System.currentTimeMillis / (60 * 60 * 1000) * 60 * 60
   private val timeLimit: (Long, Long) = getTimeLimit
 
-  private def initClickhouseData(sql:String): Unit ={
+  private def initClickhouseData(sql:String): DataFrame ={
 
     val dataFrame: DataFrame = spark.read.format("jdbc")
       .option("url", ApplicationConfig.SPARK_READ_CLICKHOUSE_URL)
@@ -28,6 +28,7 @@ object BaseClickhouseData {
       .load()
     dataFrame.printSchema()
     dataFrame.createOrReplaceGlobalTempView("dbtable")
+    dataFrame
   }
 
   def loadConnectionDataFromCk(): Unit ={
@@ -45,6 +46,28 @@ object BaseClickhouseData {
     initClickhouseData(sql)
   }
 
+  def getRelationFqdnLocateIpDf(): DataFrame ={
+    val where = "common_end_time >= " + timeLimit._2 + " AND common_end_time < " + timeLimit._1 + " and common_schema_type != 'BASE'"
+    val sql =
+      s"""
+         |(SELECT * FROM
+         |((SELECT ssl_sni AS FQDN,common_server_ip,MAX(common_end_time) AS LAST_FOUND_TIME,MIN(common_end_time) AS FIRST_FOUND_TIME,COUNT(*) AS COUNT_TOTAL,
+         |toString(groupUniqArray(${ApplicationConfig.DISTINCT_CLIENT_IP_NUM})(common_client_ip)) AS DIST_CIP_RECENT,'TLS' AS  schema_type
+         |FROM tsg_galaxy_v3.connection_record_log
+         |WHERE $where and common_schema_type = 'SSL' GROUP BY ssl_sni,common_server_ip)
+         |UNION ALL
+         |(SELECT http_host AS FQDN,common_server_ip,MAX(common_end_time) AS LAST_FOUND_TIME,MIN(common_end_time) AS FIRST_FOUND_TIME,COUNT(*) AS COUNT_TOTAL,
+         |toString(groupUniqArray(${ApplicationConfig.DISTINCT_CLIENT_IP_NUM})(common_client_ip)) AS DIST_CIP_RECENT,'HTTP' AS schema_type
+         |FROM tsg_galaxy_v3.connection_record_log
+         |WHERE $where and common_schema_type = 'HTTP' GROUP BY http_host,common_server_ip))
+         |WHERE FQDN != '') as dbtable
+      """.stripMargin
+    LOG.warn(sql)
+    val frame = initClickhouseData(sql)
+    frame.printSchema()
+    frame
+  }
+
   private def loadRadiusDataFromCk(): Unit ={
     val where =
       s"""
@@ -146,6 +169,7 @@ object BaseClickhouseData {
     vertexIpDf
   }
 
+  /*
   def getRelationFqdnLocateIpDf: DataFrame ={
     loadConnectionDataFromCk()
     val sslSql =
@@ -188,6 +212,7 @@ object BaseClickhouseData {
     relationFqdnLocateIpDf.printSchema()
     relationFqdnLocateIpDf
   }
+  */
 
   private def getTimeLimit: (Long,Long) ={
     var maxTime = 0L

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

@@ -35,13 +35,14 @@ object MergeDataFrame {
   }
 
   def mergeRelationFqdnLocateIp(): RDD[Row] ={
-    val frame = BaseClickhouseData.getRelationFqdnLocateIpDf.filter(row => isDomain(row.getAs[String]("FQDN")))
+    val frame = BaseClickhouseData.getRelationFqdnLocateIpDf().filter(row => isDomain(row.getAs[String]("FQDN")))
       .groupBy("FQDN", "common_server_ip")
       .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("schema_type").alias("schema_type_list"),
+        collect_set("DIST_CIP_RECENT").alias("DIST_CIP_RECENT")
       )
     frame.rdd.map(row => {
       val fqdn = row.getAs[String]("FQDN")
@@ -57,13 +58,8 @@ object MergeDataFrame {
       if (fqdn == null || fqdn.length == 0) {
         return false
       }
-      if (fqdn.contains(":")) {
+      val domain = fqdn.split(":")(0)
-        val s = fqdn.split(":")(0)
+      val fqdnArr = domain.split("\\.")
-        if (s.contains(":")){
-          return false
-        }
-      }
-      val fqdnArr = fqdn.split("\\.")
       if (fqdnArr.length < 4 || fqdnArr.length > 4){
         return true
       }
@@ -79,7 +75,7 @@ object MergeDataFrame {
       }
     } catch {
       case e: Exception =>
-        LOG.error("解析域名 " + fqdn + " 失败：\n" + e.toString)
+        LOG.warn("解析域名 " + fqdn + " 失败：\n" + e.toString)
     }
     false
   }

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

@@ -93,8 +93,14 @@ object UpdateDocHandler {
     doc.addAttribute("PROTOCOL_TYPE",protocolTypeBuilder.toString().replaceFirst(",",""))
   }
 
-  def mergeDistinctIp(distCipRecent:ofRef[ofRef[String]]): Array[String] ={
+  def mergeDistinctIp(distCipRecent:ofRef[String]): Array[String] ={
-     distCipRecent.flatten.distinct.take(ApplicationConfig.DISTINCT_CLIENT_IP_NUM).toArray
+    distCipRecent.flatMap(str => {
+      str.replaceAll("\\[", "")
+        .replaceAll("\\]", "")
+        .replaceAll("'", "")
+        .split(",")
+    }).distinct.toArray
+//     distCipRecent.flatten.distinct.take(ApplicationConfig.DISTINCT_CLIENT_IP_NUM).toArray
   }
 
   def putDistinctIp(doc:BaseEdgeDocument,newDistinctIp:Array[String]): Unit ={

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

@@ -26,9 +26,7 @@ object UpdateDocument {
 
   def update(): Unit = {
     try {
-//      updateDocument("FQDN", historyVertexFqdnMap, getVertexFqdnRow, classOf[BaseDocument], mergeVertexFqdn)
+      updateDocument("R_LOCATE_FQDN2IP", getRelationFqdnLocateIpRow, classOf[BaseEdgeDocument], mergeRelationFqdnLocateIp)
-//      updateDocument("IP", historyVertexIpMap, getVertexIpRow, classOf[BaseDocument], mergeVertexIp)
-      updateDocument("R_LOCATE_FQDN2IP", historyRelationFqdnAddressIpMap, getRelationFqdnLocateIpRow, classOf[BaseEdgeDocument], mergeRelationFqdnLocateIp)
     } catch {
       case e: Exception => e.printStackTrace()
     } finally {
@@ -39,13 +37,13 @@ object UpdateDocument {
   }
 
   private def updateDocument[T <: BaseDocument](collName: String,
-                                                historyMap: ConcurrentHashMap[Integer, ConcurrentHashMap[String, T]],
                                                 getDocumentRow: (Row, ConcurrentHashMap[String, T]) => T,
                                                 clazz: Class[T],
                                                 getNewDataRdd: () => RDD[Row]
                                                ): Unit = {
-    baseArangoData.readHistoryData(collName, historyMap, clazz)
+    val historyMap = baseArangoData.readHistoryData(collName, clazz)
     val hisBc = spark.sparkContext.broadcast(historyMap)
+    LOG.warn("广播变量发送完毕")
     try {
       val start = System.currentTimeMillis()
       val newDataRdd = getNewDataRdd()
@@ -134,6 +132,9 @@ object UpdateDocument {
     val countTotalList = row.getAs[ofRef[AnyRef]]("COUNT_TOTAL_LIST")
     val schemaTypeList = row.getAs[ofRef[AnyRef]]("schema_type_list")
 
+    val distCipRecent = row.getAs[ofRef[String]]("DIST_CIP_RECENT")
+    val disCips = mergeDistinctIp(distCipRecent)
+
     val sepAttritubeMap: Map[String, Long] = separateAttributeByProtocol(schemaTypeList, countTotalList)
 
     val key = fqdn.concat("-" + serverIp)
@@ -141,6 +142,7 @@ object UpdateDocument {
     if (document != null) {
       updateMaxAttribute(document, lastFoundTime, "LAST_FOUND_TIME")
       updateProtocolAttritube(document, sepAttritubeMap)
+      updateDistinctIp(document,disCips)
     } else {
       document = new BaseEdgeDocument()
       document.setKey(key)
@@ -148,6 +150,7 @@ object UpdateDocument {
       document.setTo("IP/" + serverIp)
       document.addAttribute("FIRST_FOUND_TIME", firstFoundTime)
       document.addAttribute("LAST_FOUND_TIME", lastFoundTime)
+      putDistinctIp(document,disCips)
       putProtocolAttritube(document, sepAttritubeMap)
     }
     document

ip-learning-spark/src/test/scala/cn/ac/iie/service/update/UpdateDocumentTest.scala

@@ -1,35 +0,0 @@
-package cn.ac.iie.service.update
-
-import java.util
-import java.util.ArrayList
-import java.util.concurrent.ConcurrentHashMap
-
-import cn.ac.iie.dao.BaseArangoData
-import cn.ac.iie.dao.BaseArangoData._
-import com.arangodb.entity.{BaseDocument, BaseEdgeDocument}
-
-import scala.collection.mutable.WrappedArray.ofRef
-
-object UpdateDocumentTest {
-  def main(args: Array[String]): Unit = {
-    val baseArangoData = new BaseArangoData()
-    baseArangoData.readHistoryData("R_LOCATE_FQDN2IP", historyRelationFqdnAddressIpMap, classOf[BaseEdgeDocument])
-
-    val value = BaseArangoData.historyRelationFqdnAddressIpMap.keys()
-    while (value.hasMoreElements) {
-      val integer: Integer = value.nextElement()
-      val map: ConcurrentHashMap[String, BaseEdgeDocument] = historyRelationFqdnAddressIpMap.get(integer)
-      val unit = map.keys()
-      while (unit.hasMoreElements) {
-        val key = unit.nextElement()
-        val edgeDocument = map.get(key)
-        //        val longs = edgeDocument.getAttribute("DNS_CNT_RECENT").asInstanceOf[util.ArrayList[Long]]
-        //        val strings = edgeDocument.getAttribute("DIST_CIP").asInstanceOf[util.ArrayList[String]]
-        val strings = edgeDocument.getAttribute("DIST_CIP").asInstanceOf[Array[String]]
-        val longs = edgeDocument.getAttribute("DNS_CNT_RECENT").asInstanceOf[Array[java.lang.Long]]
-        println(longs.toString + "---" + strings.toString)
-      }
-    }
-  }
-
-}