修复Bug

src/main/java/cn/edu/hust/dao/SessionAggrStatDao.java

@@ -2,6 +2,8 @@ package cn.edu.hust.dao;
 
 import cn.edu.hust.domain.SessionAggrStat;
 
-public interface SessionAggrStatDao {
+import java.io.Serializable;
+
+public interface SessionAggrStatDao extends Serializable{
     void insert(SessionAggrStat sessionAggrStat);
 }

src/main/java/cn/edu/hust/dao/SessionDetailDao.java

@@ -2,6 +2,10 @@ package cn.edu.hust.dao;
 
 import cn.edu.hust.domain.SessionDetail;
 
-public interface SessionDetailDao {
+import java.io.Serializable;
+import java.util.List;
+
+public interface SessionDetailDao extends Serializable{
     void insert(SessionDetail sessionDetail);
+    void batchInsert(List<SessionDetail> sessionDetailList);
 }

src/main/java/cn/edu/hust/dao/impl/SessionDetailDaoImpl.java

@@ -4,6 +4,10 @@ import cn.edu.hust.dao.SessionDetailDao;
 import cn.edu.hust.domain.SessionDetail;
 import cn.edu.hust.jdbc.JDBCHelper;
 
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.List;
+
 public class SessionDetailDaoImpl implements SessionDetailDao{
     @Override
     public void insert(SessionDetail sessionDetail) {
@@ -14,4 +18,19 @@ public class SessionDetailDaoImpl implements SessionDetailDao{
         ,sessionDetail.getOrderCategoryIds(),sessionDetail.getOrderProductIds(),sessionDetail.getPayCategoryIds(),sessionDetail.getPayProductIds()};
         JDBCHelper.getInstance().excuteUpdate(sql,object);
     }
+
+    @Override
+    public void batchInsert(List<SessionDetail> sessionDetailList) {
+        String sql="insert into session_detail values(?,?,?,?,?,?,?,?,?,?,?,?)";
+        List<Object[]> paramList=new ArrayList<Object[]>();
+        for (SessionDetail sessionDetail:sessionDetailList)
+        {
+            Object[] object=new  Object[]{sessionDetail.getTaskId(),sessionDetail.getUserId(),
+                    sessionDetail.getSessinId(),sessionDetail.getPageid(),sessionDetail.getActionTime(),
+                    sessionDetail.getSearchKeyWord(),sessionDetail.getClickCategoryId(),sessionDetail.getClickProductId()
+                    ,sessionDetail.getOrderCategoryIds(),sessionDetail.getOrderProductIds(),sessionDetail.getPayCategoryIds(),sessionDetail.getPayProductIds()};
+            paramList.add(object);
+        }
+        JDBCHelper.getInstance().excuteBatch(sql,paramList);
+    }
 }

src/main/java/cn/edu/hust/session/UserVisitAnalyze.java

@@ -91,12 +91,14 @@ public class UserVisitAnalyze {
          *         如果不考虑性能的话，就会导致一个大数据处理程序运行长达数个小时，甚至是数个小时，对用户的体验，简直是
          *         一场灾难。
          */
-        //在使用Accumulutor之前，需要使用Action算子，否则获取的值为空，这里随机计算
-        filteredSessionRDD.count();
+
         /**
          * 使用CountByKey算子实现随机抽取功能
          */
         randomExtractSession(taskId,filteredSessionRDD,sessionInfoPairRDD);
+
+        //在使用Accumulutor之前，需要使用Action算子，否则获取的值为空，这里随机计算
+        //filteredSessionRDD.count();
         //计算各个session占比,并写入MySQL
         calculateAndPersist(sessionAggrStatAccumulator.value(),taskId);
         //关闭spark上下文
@@ -233,7 +235,7 @@ public class UserVisitAnalyze {
                 String clickCategoryIdsInfo=StringUtils.trimComma(clickCategoryIds.toString());
                 String info=Constants.FIELD_SESSIONID+"="+sessionId+"|"+Constants.FIELD_SERACH_KEYWORDS+"="+searchKeywordsInfo+"|"
                         +Constants.FIELD_CLICK_CATEGORYIDS+"="+clickCategoryIdsInfo+"|"+Constants.FIELD_VISIT_LENGTH+"="+visitLengtth+"|"
-                        +Constants.FIELD_STEP_LENGTH+"="+stepLength+"|"+Constants.FIELD_START_TIME+"="+startTime;
+                        +Constants.FIELD_STEP_LENGTH+"="+stepLength+"|"+Constants.FIELD_START_TIME+"="+DateUtils.formatTime(startTime);
                 return new Tuple2<Long, String>(userId,info);
             }
         });
@@ -293,7 +295,7 @@ public class UserVisitAnalyze {
         String keyWords=ParamUtils.getParam(taskParam,Constants.PARAM_SERACH_KEYWORDS);
         String categoryIds=ParamUtils.getParam(taskParam,Constants.PARAM_CLICK_CATEGORYIDS);
 
-        //拼接时间
+        //拼接参数
         String _paramter=(startAge!=null?Constants.PARAM_STARTAGE+"="+startAge+"|":"")+
                 (endAge!=null?Constants.PARAM_ENDAGE+"="+endAge+"|":"")+(professionals!=null?Constants.PARAM_PROFESSONALS+"="+professionals+"|":"")+
                 (cities!=null?Constants.PARAM_CIYTIES+"="+cities+"|":"")+(sex!=null?Constants.PARAM_SEX+"="+sex+"|":"")+
@@ -467,7 +469,7 @@ public class UserVisitAnalyze {
                 {
                     int index=random.nextInt(hourCountMap.getValue().intValue());
                     //如果包含，那么一直循环直到不包含为止
-                    while(indexList.contains(Long.valueOf(index)));
+                    while(indexList.contains(Long.valueOf(index)))
                         index=random.nextInt(hourCountMap.getValue().intValue());
                     indexList.add(Long.valueOf(index));
                 }
@@ -490,9 +492,8 @@ public class UserVisitAnalyze {
                 //使用一个list保存需要持久化到数据库的对象
                 List<SessionRandomExtract> sessionRandomExtractList=new ArrayList<SessionRandomExtract>();
                 int index=0;
-                for (String infos:
-                        tuple2._2) {
-                    if(indexList.contains(index))
+                for (String infos:tuple2._2) {
+                    if(indexList.contains(Long.valueOf(index)))
                     {
                         //构建SessionRandomExtract
                         SessionRandomExtract sessionRandomExtract=new SessionRandomExtract();
@@ -515,10 +516,10 @@ public class UserVisitAnalyze {
 
         //3. 获取session的明细数据保存到数据库
         JavaPairRDD<String,Tuple2<String,Row>> sessionDetailRDD= sessionIds.join(sessionInfoPairRDD);
-        final SessionDetailDao sessionDetailDao=DaoFactory.getSessionDetailDao();
         sessionDetailRDD.foreachPartition(new VoidFunction<Iterator<Tuple2<String, Tuple2<String, Row>>>>() {
             @Override
             public void call(Iterator<Tuple2<String, Tuple2<String, Row>>> tuple2Iterator) throws Exception {
+                List<SessionDetail> sessionDetailList=new ArrayList<SessionDetail>();
                 while(tuple2Iterator.hasNext())
                 {
                     Tuple2<String, Tuple2<String, Row>> tuple2=tuple2Iterator.next();
@@ -536,8 +537,9 @@ public class UserVisitAnalyze {
                     String payProducetId=row.getString(11);
                     SessionDetail sessionDetail=new SessionDetail();
                     sessionDetail.set(taskId,userId,sessionId,pageId,actionTime,searchKeyWard,clickCategoryId,clickProducetId,orderCategoryId,orderProducetId,payCategoryId,payProducetId);
-                    sessionDetailDao.insert(sessionDetail);
+                    sessionDetailList.add(sessionDetail);
                 }
+                DaoFactory.getSessionDetailDao().batchInsert(sessionDetailList);
             }
         });
 
@@ -545,7 +547,7 @@ public class UserVisitAnalyze {
 
     //计算各个范围的占比，并持久化到数据库
     private static void calculateAndPersist(String value,Long taskId) {
-        System.out.println(value);
+        //System.out.println(value);
         Long sessionCount=Long.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.SESSION_COUNT));
         //各个范围的访问时长
         Double visit_Length_1s_3s=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_1s_3s));

src/main/resources/conf.properties

@@ -2,5 +2,5 @@ jdbc.driver=com.mysql.jdbc.Driver
 jdbc.url=jdbc:mysql://10.211.55.16:3306/BigDataPlatm?useUnicode=true&&characterEncoding=UTF-8
 jdbc.username=root
 jdbc.password=root
-jdbc.active=10
+jdbc.active=20
 spark.local=true;

src/test/java/cn/edu/hust/dao/SessionDetailTest.java

@@ -0,0 +1,15 @@
+package cn.edu.hust.dao;
+
+import cn.edu.hust.dao.factory.DaoFactory;
+import cn.edu.hust.domain.SessionDetail;
+import org.junit.Test;
+
+public class SessionDetailTest {
+    @Test
+    public void testInsert()
+    {
+        SessionDetail sessionDetail=new SessionDetail();
+        sessionDetail.set(1L,1L,"1",1L,"1","1",1L,1L,"1","1","1","1");
+        DaoFactory.getSessionDetailDao().insert(sessionDetail);
+    }
+}

src/test/java/cn/edu/hust/dao/SessionRandomExtractDaoTest.java

@@ -0,0 +1,24 @@
+package cn.edu.hust.dao;
+
+import cn.edu.hust.dao.factory.DaoFactory;
+import cn.edu.hust.domain.SessionRandomExtract;
+import org.junit.Test;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class SessionRandomExtractDaoTest {
+    @Test
+    public void testBatchInsert()
+    {
+        List<SessionRandomExtract> sessionRandomExtractList=new ArrayList<SessionRandomExtract>();
+        SessionRandomExtract sessionRandomExtract1=new SessionRandomExtract();
+        sessionRandomExtract1.set(1L,"1","2","3","4");
+        SessionRandomExtract sessionRandomExtract2=new SessionRandomExtract();
+        sessionRandomExtract2.set(2L,"1","2","3","4");
+
+        sessionRandomExtractList.add(sessionRandomExtract1);
+        sessionRandomExtractList.add(sessionRandomExtract2);
+        DaoFactory.getSessionRandomExtractDao().batchInsert(sessionRandomExtractList);
+    }
+}

target/classes/conf.properties

@@ -2,5 +2,5 @@ jdbc.driver=com.mysql.jdbc.Driver
 jdbc.url=jdbc:mysql://10.211.55.16:3306/BigDataPlatm?useUnicode=true&&characterEncoding=UTF-8
 jdbc.username=root
 jdbc.password=root
-jdbc.active=10
+jdbc.active=20
 spark.local=true;