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修复Bug

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修复聚合功能以及Sesson比率多线程Bug
main
oeljeklaus-you 7 years ago
parent fb0c0947c7
commit a5f6276f2f
4 changed files with 356 additions and 333 deletions
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615
.idea/workspace.xml
Unescape View File

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<entry file="file://$PROJECT_DIR$/src/test/java/cn/edu/hust/dao/SessionAggrDao.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="152">
<caret line="8" column="18" lean-forward="false" selection-start-line="8" selection-start-column="16" selection-end-line="8" selection-end-column="20" />
<folding>
<element signature="imports" expanded="true" />
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</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/cn/edu/hust/dao/impl/SessionAggrStatDaoImpl.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="342">
<caret line="18" column="58" lean-forward="false" selection-start-line="18" selection-start-column="58" selection-end-line="18" selection-end-column="58" />
<folding>
<element signature="imports" expanded="false" />
</folding>
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/cn/edu/hust/domain/SessionAggrStat.java">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="58">
<state relative-caret-position="443">
<caret line="114" column="27" lean-forward="false" selection-start-line="114" selection-start-column="27" selection-end-line="114" selection-end-column="27" />
<folding>
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@ -1276,51 +1221,73 @@
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/src/main/java/cn/edu/hust/dao/impl/SessionAggrStatDaoImpl.java">
<entry file="jar://$MAVEN_REPOSITORY$/org/apache/spark/spark-catalyst_2.10/1.5.1/spark-catalyst_2.10-1.5.1.jar!/org/apache/spark/sql/Row$class.class">
<provider selected="true" editor-type-id="text-editor">
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<entry file="file://$PROJECT_DIR$/src/main/java/cn/edu/hust/dao/factory/DaoFactory.java">
<entry file="jar://$MAVEN_REPOSITORY$/org/apache/spark/spark-catalyst_2.10/1.5.1/spark-catalyst_2.10-1.5.1.jar!/org/apache/spark/sql/catalyst/expressions/GenericRow.class">
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2
src/main/java/cn/edu/hust/session/SessionAggrStatAccumulator.java
Unescape View File

@ -44,7 +44,7 @@ public class SessionAggrStatAccumulator implements AccumulatorParam<String>{
if(value!=null)
{
int newValue=Integer.valueOf(value)+1;
StringUtils.setFieldInConcatString(v1,"\\|",v2,String.valueOf(newValue));
return StringUtils.setFieldInConcatString(v1,"\\|",v2,String.valueOf(newValue));
}
return v1;
}

62
src/main/java/cn/edu/hust/session/UserVisitAnalyze.java
Unescape View File

@ -4,12 +4,10 @@ import cn.edu.hust.conf.ConfigurationManager;
import cn.edu.hust.constant.Constants;
import cn.edu.hust.dao.TaskDao;
import cn.edu.hust.dao.factory.DaoFactory;
import cn.edu.hust.domain.SessionAggrStat;
import cn.edu.hust.domain.Task;
import cn.edu.hust.mockData.MockData;
import cn.edu.hust.util.DateUtils;
import cn.edu.hust.util.ParamUtils;
import cn.edu.hust.util.StringUtils;
import cn.edu.hust.util.ValidUtils;
import cn.edu.hust.util.*;
import com.alibaba.fastjson.JSONObject;
import org.apache.spark.Accumulator;
import org.apache.spark.AccumulatorParam;
@ -41,6 +39,7 @@ import java.util.Date;
public class UserVisitAnalyze {
public static void main(String[] args)
{
args=new String[]{"1"};
/**
* 构建spark上下文
*/
@ -67,6 +66,8 @@ public class UserVisitAnalyze {
// 重构，同时统计
Accumulator<String> sessionAggrStatAccumulator=context.accumulator("",new SessionAggrStatAccumulator());
//在进行accumulator之前，需要aciton动作，不然会为空
JavaPairRDD<String,String> filteredSessionRDD=filterSessionAndAggrStat(sesssionAggregateInfoRDD,jsonObject,sessionAggrStatAccumulator);
//session聚合统计，统计出访问时长和访问步长的各个区间所占的比例
@ -88,7 +89,7 @@ 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。
*/
filteredSessionRDD.count();
//计算各个session占比,并写入MySQL
calculateAndPersist(sessionAggrStatAccumulator.value(),taskId);
//关闭spark上下文
@ -188,7 +189,7 @@ public class UserVisitAnalyze {
if(startTime==null)
startTime=actionTime;
if(endTime==null)
endTime=null;
endTime=actionTime;
if(actionTime.before(startTime))
{
startTime=actionTime;
@ -205,7 +206,7 @@ public class UserVisitAnalyze {
String searchKeywordsInfo=StringUtils.trimComma(searchKeywords.toString());
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_CLICK_CATEGORYIDS+"="+clickCategoryIdsInfo+"|"+Constants.FIELD_VISIT_LENGTH+"="+visitLengtth+"|"
+Constants.FIELD_STEP_LENGTH+"="+stepLength;
return new Tuple2<Long, String>(userId,info);
}
@ -355,5 +356,52 @@ public class UserVisitAnalyze {
private static void calculateAndPersist(String value,Long taskId) {
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));
Double visit_Length_4s_6s=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_4s_6s));
Double visit_Length_7s_9s=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_7s_9s));
Double visit_Length_10s_30s=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_10s_30s));
Double visit_Length_30s_60s=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_30s_60s));
Double visit_Length_1m_3m=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_1m_3m));
Double visit_Length_3m_10m=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_3m_10m));
Double visit_Length_10m_30m=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_10m_30m));
Double visit_Length_30m=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.TIME_PERIOD_30m));
//各个范围的访问步长
Double step_Length_1_3=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.STEP_PERIOD_1_3));
Double step_Length_4_6=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.STEP_PERIOD_4_6));
Double step_Length_7_9=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.STEP_PERIOD_7_9));
Double step_Length_10_30=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.STEP_PERIOD_10_30));
Double step_Length_30_60=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.STEP_PERIOD_30_60));
Double step_Length_60=Double.valueOf(StringUtils.getFieldFromConcatString(value,"\\|",Constants.STEP_PERIOD_60));
//访问时长对应的sesison占比
double visit_Length_1s_3s_ratio=NumberUtils.formatDouble(visit_Length_1s_3s/sessionCount,3);
double visit_Length_4s_6s_ratio=NumberUtils.formatDouble(visit_Length_4s_6s/sessionCount,3);
double visit_Length_7s_9s_ratio=NumberUtils.formatDouble(visit_Length_7s_9s/sessionCount,3);
double visit_Length_10s_30s_ratio=NumberUtils.formatDouble(visit_Length_10s_30s/sessionCount,3);
double visit_Length_30s_60s_ratio=NumberUtils.formatDouble(visit_Length_30s_60s/sessionCount,3);
double visit_Length_1m_3m_ratio=NumberUtils.formatDouble(visit_Length_1m_3m/sessionCount,3);
double visit_Length_3m_10m_ratio=NumberUtils.formatDouble(visit_Length_3m_10m/sessionCount,3);
double visit_Length_10m_30m_ratio=NumberUtils.formatDouble(visit_Length_10m_30m/sessionCount,3);
double visit_Length_30m_ratio=NumberUtils.formatDouble(visit_Length_30m/sessionCount,3);
//访问步长对应的session占比
double step_Length_1_3_ratio= NumberUtils.formatDouble(step_Length_1_3/sessionCount,3);
double step_Length_4_6_ratio=NumberUtils.formatDouble(step_Length_4_6/sessionCount,3);
double step_Length_7_9_ratio=NumberUtils.formatDouble(step_Length_7_9/sessionCount,3);
double c=NumberUtils.formatDouble(step_Length_10_30/sessionCount,3);
double step_Length_30_60_ratio=NumberUtils.formatDouble(step_Length_30_60/sessionCount,3);
double step_Length_60_ratio=NumberUtils.formatDouble(step_Length_60/sessionCount,3);
SessionAggrStat sessionAggrStat=new SessionAggrStat();
sessionAggrStat.set(taskId,sessionCount,visit_Length_1s_3s_ratio,visit_Length_4s_6s_ratio,
visit_Length_7s_9s_ratio,visit_Length_10s_30s_ratio,visit_Length_30s_60s_ratio,
visit_Length_1m_3m_ratio,visit_Length_3m_10m_ratio,visit_Length_10m_30m_ratio,visit_Length_30m_ratio
,step_Length_1_3_ratio,step_Length_4_6_ratio,step_Length_7_9_ratio,step_Length_7_9_ratio,step_Length_30_60_ratio,step_Length_60_ratio);
// 插入数据库
DaoFactory.getSessionAggrStatDao().insert(sessionAggrStat);
}
}

10
src/main/java/cn/edu/hust/util/DateUtils.java
Unescape View File

@ -16,6 +16,12 @@ public class DateUtils {
new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
public static final SimpleDateFormat DATE_FORMAT =
new SimpleDateFormat("yyyy-MM-dd");
public static ThreadLocal<SimpleDateFormat> simpleDateFormatThreadLocal=new ThreadLocal<SimpleDateFormat>(){
@Override
protected SimpleDateFormat initialValue() {
return new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
}
};
/**
* 判断一个时间是否在另一个时间之前
@ -132,7 +138,9 @@ public class DateUtils {
public static Date parseTime(String time)
{
try {
return TIME_FORMAT.parse(time);
Date result=simpleDateFormatThreadLocal.get().parse(time);
simpleDateFormatThreadLocal.remove();
return result;
} catch (ParseException e) {
e.printStackTrace();
}

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