1. 程式人生 > >第75課:Spark SQL基於網站Log的綜合案例實戰

第75課:Spark SQL基於網站Log的綜合案例實戰

內容:

    1.案例概述
    2.資料來源和分析

一、案例概述

    PV:頁面訪問數
    UV:獨立訪問數

二、資料來源和分析

package SparkSQL;


import java.io.FileNotFoundException;
import java.io.FileOutputStream;
import java.io.OutputStreamWriter;
import java.io.PrintWriter;
import java.text.SimpleDateFormat;
import java.util.Calendar;
import java.util.Date;

import static org.datanucleus.NucleusContext.random;

/**
 * FileName: SparkSQLDataManually
 * Author:   hadoop
 * Email:    
[email protected]
* Date: 18-11-11 下午8:56 * Description: * 論壇資料自動生成程式碼,資料格式如下: * date:日期,格式yyyy-MM-dd * timestamp:時間戳 * userID:使用者ID * pageID:頁面ID * chanelID:具體板塊ID * ation:點選和註冊 */ public class SparkSQLDataManually { //具體的論壇頻道 static String[] channelNames = new String[]{ "Spark","Scala","Kafka","Flink","hadoop","storm","Hive","ML","Impala","HBase" }; /** * 通過傳進來的引數指定資料規模的大小 */ static StringBuffer userLogBuffer = new StringBuffer(); static String[] actionNames = new String[]{"View","Registe"}; static String yesterdayFormated; public static void main(String[] args){ long numberItems = 5000; String path = "/home/hadoop/learnSpark/SparkSQLDataManually"; if (args.length >0){ numberItems = Integer.valueOf(args[0]); } System.out.println("User log number is : "+numberItems); //昨天的時間生成 yesterdayFormated = yesterday(); userLogs(numberItems,path); } private static void userLogs(long numberItems, String path) { for (int i = 0; i < numberItems; i++){ long timestamp = new Date().getTime(); long userID = 0L; long pageID = 0L; //隨機生成的使用者ID userID = random.nextInt((int)numberItems); //隨機生成的頁面的id pageID = random.nextInt((int)numberItems); //隨機生成的ChannelID String channel = channelNames[random.nextInt(10)]; //隨機生成action行為 String action = actionNames[random.nextInt(2)]; userLogBuffer.append(yesterdayFormated) .append("\t") .append(timestamp) .append("\t") .append(userID) .append("\t") .append(pageID) .append("\t") .append(channel) .append("\t") .append(action) .append("\n"); } System.out.println(userLogBuffer.toString()); PrintWriter printWriter = null; try { printWriter = new PrintWriter(new OutputStreamWriter(new FileOutputStream(path+"/userLogs.log"))); printWriter.write(userLogBuffer.toString()); } catch (FileNotFoundException e) { e.printStackTrace(); }finally { printWriter.close(); } } private static String yesterday(){ SimpleDateFormat date = new SimpleDateFormat("yyyy-MM-dd"); Calendar calender = Calendar.getInstance(); calender.setTime(new Date()); calender.add(Calendar.DATE,-1); Date yesterday = calender.getTime(); return date.format(yesterday); } }

執行結果:

/usr/lib/jvm/java-1.8.0-openjdk-amd64/bin/java -javaagent:/snap/intellij-idea-ultimate/86/lib/idea_rt.jar=44203:/snap/intellij-idea-ultimate/86/bin -Dfile.encoding=UTF-8 -classpath /usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/charsets.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/cldrdata.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/dnsns.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/icedtea-sound.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/jaccess.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/localedata.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/nashorn.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/sunec.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/sunjce_provider.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/sunpkcs11.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/ext/zipfs.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/jce.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/jsse.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/management-agent.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/resources.jar:/usr/lib/jvm/java-1.8.0-openjdk-amd64/jre/lib/rt.jar:/home/hadoop/IdeaScala/LearningBigdata/target/classes:/home/hadoop/.m2/repository/org/apache/spark/spark-core_2.11/2.3.1/spark-core_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/avro/avro/1.7.7/avro-1.7.7.jar:/home/hadoop/.m2/repository/org/codehaus/jackson/jackson-core-asl/1.9.13/jackson-core-asl-1.9.13.jar:/home/hadoop/.m2/repository/com/thoughtworks/paranamer/paranamer/2.3/paranamer-2.3.jar:/home/hadoop/.m2/repository/org/apache/avro/avro-mapred/1.7.7/avro-mapred-1.7.7-hadoop2.jar:/home/hadoop/.m2/repository/org/apache/avro/avro-ipc/1.7.7/avro-ipc-1.7.7.jar:/home/hadoop/.m2/repository/org/apache/avro/avro-ipc/1.7.7/avro-ipc-1.7.7-tests.jar:/home/hadoop/.m2/repository/com/twitter/chill_2.11/0.8.4/chill_2.11-0.8.4.jar:/home/hadoop/.m2/repository/com/esotericsoftware/kryo-shaded/3.0.3/kryo-shaded-3.0.3.jar:/home/hadoop/.m2/repository/com/esotericsoftware/minlog/1.3.0/minlog-1.3.0.jar:/home/hadoop/.m2/repository/org/objenesis/objenesis/2.1/objenesis-2.1.jar:/home/hadoop/.m2/repository/com/twitter/chill-java/0.8.4/chill-java-0.8.4.jar:/home/hadoop/.m2/repository/org/apache/xbean/xbean-asm5-shaded/4.4/xbean-asm5-shaded-4.4.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-launcher_2.11/2.3.1/spark-launcher_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-kvstore_2.11/2.3.1/spark-kvstore_2.11-2.3.1.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/core/jackson-core/2.6.7/jackson-core-2.6.7.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/core/jackson-annotations/2.6.7/jackson-annotations-2.6.7.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-network-common_2.11/2.3.1/spark-network-common_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-network-shuffle_2.11/2.3.1/spark-network-shuffle_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-unsafe_2.11/2.3.1/spark-unsafe_2.11-2.3.1.jar:/home/hadoop/.m2/repository/net/java/dev/jets3t/jets3t/0.9.4/jets3t-0.9.4.jar:/home/hadoop/.m2/repository/org/apache/httpcomponents/httpcore/4.4.1/httpcore-4.4.1.jar:/home/hadoop/.m2/repository/javax/activation/activation/1.1.1/activation-1.1.1.jar:/home/hadoop/.m2/repository/org/bouncycastle/bcprov-jdk15on/1.52/bcprov-jdk15on-1.52.jar:/home/hadoop/.m2/repository/com/jamesmurty/utils/java-xmlbuilder/1.1/java-xmlbuilder-1.1.jar:/home/hadoop/.m2/repository/net/iharder/base64/2.3.8/base64-2.3.8.jar:/home/hadoop/.m2/repository/org/apache/curator/curator-recipes/2.6.0/curator-recipes-2.6.0.jar:/home/hadoop/.m2/repository/org/apache/curator/curator-framework/2.6.0/curator-framework-2.6.0.jar:/home/hadoop/.m2/repository/javax/servlet/javax.servlet-api/3.1.0/javax.servlet-api-3.1.0.jar:/home/hadoop/.m2/repository/org/apache/commons/commons-lang3/3.5/commons-lang3-3.5.jar:/home/hadoop/.m2/repository/org/apache/commons/commons-math3/3.4.1/commons-math3-3.4.1.jar:/home/hadoop/.m2/repository/com/google/code/findbugs/jsr305/1.3.9/jsr305-1.3.9.jar:/home/hadoop/.m2/repository/org/slf4j/slf4j-api/1.7.16/slf4j-api-1.7.16.jar:/home/hadoop/.m2/repository/org/slf4j/jul-to-slf4j/1.7.16/jul-to-slf4j-1.7.16.jar:/home/hadoop/.m2/repository/org/slf4j/jcl-over-slf4j/1.7.16/jcl-over-slf4j-1.7.16.jar:/home/hadoop/.m2/repository/log4j/log4j/1.2.17/log4j-1.2.17.jar:/home/hadoop/.m2/repository/org/slf4j/slf4j-log4j12/1.7.16/slf4j-log4j12-1.7.16.jar:/home/hadoop/.m2/repository/com/ning/compress-lzf/1.0.3/compress-lzf-1.0.3.jar:/home/hadoop/.m2/repository/org/lz4/lz4-java/1.4.0/lz4-java-1.4.0.jar:/home/hadoop/.m2/repository/com/github/luben/zstd-jni/1.3.2-2/zstd-jni-1.3.2-2.jar:/home/hadoop/.m2/repository/org/roaringbitmap/RoaringBitmap/0.5.11/RoaringBitmap-0.5.11.jar:/home/hadoop/.m2/repository/commons-net/commons-net/2.2/commons-net-2.2.jar:/home/hadoop/.m2/repository/org/scala-lang/scala-library/2.11.8/scala-library-2.11.8.jar:/home/hadoop/.m2/repository/org/json4s/json4s-jackson_2.11/3.2.11/json4s-jackson_2.11-3.2.11.jar:/home/hadoop/.m2/repository/org/json4s/json4s-core_2.11/3.2.11/json4s-core_2.11-3.2.11.jar:/home/hadoop/.m2/repository/org/json4s/json4s-ast_2.11/3.2.11/json4s-ast_2.11-3.2.11.jar:/home/hadoop/.m2/repository/org/scala-lang/scalap/2.11.0/scalap-2.11.0.jar:/home/hadoop/.m2/repository/org/scala-lang/scala-compiler/2.11.0/scala-compiler-2.11.0.jar:/home/hadoop/.m2/repository/org/scala-lang/modules/scala-xml_2.11/1.0.1/scala-xml_2.11-1.0.1.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/core/jersey-client/2.22.2/jersey-client-2.22.2.jar:/home/hadoop/.m2/repository/javax/ws/rs/javax.ws.rs-api/2.0.1/javax.ws.rs-api-2.0.1.jar:/home/hadoop/.m2/repository/org/glassfish/hk2/hk2-api/2.4.0-b34/hk2-api-2.4.0-b34.jar:/home/hadoop/.m2/repository/org/glassfish/hk2/hk2-utils/2.4.0-b34/hk2-utils-2.4.0-b34.jar:/home/hadoop/.m2/repository/org/glassfish/hk2/external/aopalliance-repackaged/2.4.0-b34/aopalliance-repackaged-2.4.0-b34.jar:/home/hadoop/.m2/repository/org/glassfish/hk2/external/javax.inject/2.4.0-b34/javax.inject-2.4.0-b34.jar:/home/hadoop/.m2/repository/org/glassfish/hk2/hk2-locator/2.4.0-b34/hk2-locator-2.4.0-b34.jar:/home/hadoop/.m2/repository/org/javassist/javassist/3.18.1-GA/javassist-3.18.1-GA.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/core/jersey-common/2.22.2/jersey-common-2.22.2.jar:/home/hadoop/.m2/repository/javax/annotation/javax.annotation-api/1.2/javax.annotation-api-1.2.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/bundles/repackaged/jersey-guava/2.22.2/jersey-guava-2.22.2.jar:/home/hadoop/.m2/repository/org/glassfish/hk2/osgi-resource-locator/1.0.1/osgi-resource-locator-1.0.1.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/core/jersey-server/2.22.2/jersey-server-2.22.2.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/media/jersey-media-jaxb/2.22.2/jersey-media-jaxb-2.22.2.jar:/home/hadoop/.m2/repository/javax/validation/validation-api/1.1.0.Final/validation-api-1.1.0.Final.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/containers/jersey-container-servlet/2.22.2/jersey-container-servlet-2.22.2.jar:/home/hadoop/.m2/repository/org/glassfish/jersey/containers/jersey-container-servlet-core/2.22.2/jersey-container-servlet-core-2.22.2.jar:/home/hadoop/.m2/repository/io/netty/netty-all/4.1.17.Final/netty-all-4.1.17.Final.jar:/home/hadoop/.m2/repository/io/netty/netty/3.9.9.Final/netty-3.9.9.Final.jar:/home/hadoop/.m2/repository/com/clearspring/analytics/stream/2.7.0/stream-2.7.0.jar:/home/hadoop/.m2/repository/io/dropwizard/metrics/metrics-core/3.1.5/metrics-core-3.1.5.jar:/home/hadoop/.m2/repository/io/dropwizard/metrics/metrics-jvm/3.1.5/metrics-jvm-3.1.5.jar:/home/hadoop/.m2/repository/io/dropwizard/metrics/metrics-json/3.1.5/metrics-json-3.1.5.jar:/home/hadoop/.m2/repository/io/dropwizard/metrics/metrics-graphite/3.1.5/metrics-graphite-3.1.5.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/core/jackson-databind/2.6.7.1/jackson-databind-2.6.7.1.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/module/jackson-module-scala_2.11/2.6.7.1/jackson-module-scala_2.11-2.6.7.1.jar:/home/hadoop/.m2/repository/org/scala-lang/scala-reflect/2.11.8/scala-reflect-2.11.8.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/module/jackson-module-paranamer/2.7.9/jackson-module-paranamer-2.7.9.jar:/home/hadoop/.m2/repository/org/apache/ivy/ivy/2.4.0/ivy-2.4.0.jar:/home/hadoop/.m2/repository/oro/oro/2.0.8/oro-2.0.8.jar:/home/hadoop/.m2/repository/net/razorvine/pyrolite/4.13/pyrolite-4.13.jar:/home/hadoop/.m2/repository/net/sf/py4j/py4j/0.10.7/py4j-0.10.7.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-tags_2.11/2.3.1/spark-tags_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/commons/commons-crypto/1.0.0/commons-crypto-1.0.0.jar:/home/hadoop/.m2/repository/org/spark-project/spark/unused/1.0.0/unused-1.0.0.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-streaming_2.11/2.3.1/spark-streaming_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-sql_2.11/2.3.1/spark-sql_2.11-2.3.1.jar:/home/hadoop/.m2/repository/com/univocity/univocity-parsers/2.5.9/univocity-parsers-2.5.9.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-sketch_2.11/2.3.1/spark-sketch_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-catalyst_2.11/2.3.1/spark-catalyst_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/codehaus/janino/janino/3.0.8/janino-3.0.8.jar:/home/hadoop/.m2/repository/org/codehaus/janino/commons-compiler/3.0.8/commons-compiler-3.0.8.jar:/home/hadoop/.m2/repository/org/antlr/antlr4-runtime/4.7/antlr4-runtime-4.7.jar:/home/hadoop/.m2/repository/org/apache/orc/orc-core/1.4.4/orc-core-1.4.4-nohive.jar:/home/hadoop/.m2/repository/io/airlift/aircompressor/0.8/aircompressor-0.8.jar:/home/hadoop/.m2/repository/org/apache/orc/orc-mapreduce/1.4.4/orc-mapreduce-1.4.4-nohive.jar:/home/hadoop/.m2/repository/org/apache/parquet/parquet-column/1.8.3/parquet-column-1.8.3.jar:/home/hadoop/.m2/repository/org/apache/parquet/parquet-common/1.8.3/parquet-common-1.8.3.jar:/home/hadoop/.m2/repository/org/apache/parquet/parquet-encoding/1.8.3/parquet-encoding-1.8.3.jar:/home/hadoop/.m2/repository/org/apache/parquet/parquet-hadoop/1.8.3/parquet-hadoop-1.8.3.jar:/home/hadoop/.m2/repository/org/apache/parquet/parquet-format/2.3.1/parquet-format-2.3.1.jar:/home/hadoop/.m2/repository/org/apache/parquet/parquet-jackson/1.8.3/parquet-jackson-1.8.3.jar:/home/hadoop/.m2/repository/org/apache/arrow/arrow-vector/0.8.0/arrow-vector-0.8.0.jar:/home/hadoop/.m2/repository/org/apache/arrow/arrow-format/0.8.0/arrow-format-0.8.0.jar:/home/hadoop/.m2/repository/org/apache/arrow/arrow-memory/0.8.0/arrow-memory-0.8.0.jar:/home/hadoop/.m2/repository/com/carrotsearch/hppc/0.7.2/hppc-0.7.2.jar:/home/hadoop/.m2/repository/com/vlkan/flatbuffers/1.2.0-3f79e055/flatbuffers-1.2.0-3f79e055.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-hive_2.11/2.3.1/spark-hive_2.11-2.3.1.jar:/home/hadoop/.m2/repository/com/twitter/parquet-hadoop-bundle/1.6.0/parquet-hadoop-bundle-1.6.0.jar:/home/hadoop/.m2/repository/org/spark-project/hive/hive-exec/1.2.1.spark2/hive-exec-1.2.1.spark2.jar:/home/hadoop/.m2/repository/javolution/javolution/5.5.1/javolution-5.5.1.jar:/home/hadoop/.m2/repository/log4j/apache-log4j-extras/1.2.17/apache-log4j-extras-1.2.17.jar:/home/hadoop/.m2/repository/org/antlr/antlr-runtime/3.4/antlr-runtime-3.4.jar:/home/hadoop/.m2/repository/org/antlr/stringtemplate/3.2.1/stringtemplate-3.2.1.jar:/home/hadoop/.m2/repository/antlr/antlr/2.7.7/antlr-2.7.7.jar:/home/hadoop/.m2/repository/org/antlr/ST4/4.0.4/ST4-4.0.4.jar:/home/hadoop/.m2/repository/com/googlecode/javaewah/JavaEWAH/0.3.2/JavaEWAH-0.3.2.jar:/home/hadoop/.m2/repository/org/iq80/snappy/snappy/0.2/snappy-0.2.jar:/home/hadoop/.m2/repository/stax/stax-api/1.0.1/stax-api-1.0.1.jar:/home/hadoop/.m2/repository/net/sf/opencsv/opencsv/2.3/opencsv-2.3.jar:/home/hadoop/.m2/repository/org/spark-project/hive/hive-metastore/1.2.1.spark2/hive-metastore-1.2.1.spark2.jar:/home/hadoop/.m2/repository/com/jolbox/bonecp/0.8.0.RELEASE/bonecp-0.8.0.RELEASE.jar:/home/hadoop/.m2/repository/org/datanucleus/datanucleus-api-jdo/3.2.6/datanucleus-api-jdo-3.2.6.jar:/home/hadoop/.m2/repository/org/datanucleus/datanucleus-rdbms/3.2.9/datanucleus-rdbms-3.2.9.jar:/home/hadoop/.m2/repository/commons-pool/commons-pool/1.5.4/commons-pool-1.5.4.jar:/home/hadoop/.m2/repository/commons-dbcp/commons-dbcp/1.4/commons-dbcp-1.4.jar:/home/hadoop/.m2/repository/javax/jdo/jdo-api/3.0.1/jdo-api-3.0.1.jar:/home/hadoop/.m2/repository/javax/transaction/jta/1.1/jta-1.1.jar:/home/hadoop/.m2/repository/commons-httpclient/commons-httpclient/3.1/commons-httpclient-3.1.jar:/home/hadoop/.m2/repository/org/apache/calcite/calcite-avatica/1.2.0-incubating/calcite-avatica-1.2.0-incubating.jar:/home/hadoop/.m2/repository/org/apache/calcite/calcite-core/1.2.0-incubating/calcite-core-1.2.0-incubating.jar:/home/hadoop/.m2/repository/org/apache/calcite/calcite-linq4j/1.2.0-incubating/calcite-linq4j-1.2.0-incubating.jar:/home/hadoop/.m2/repository/net/hydromatic/eigenbase-properties/1.1.5/eigenbase-properties-1.1.5.jar:/home/hadoop/.m2/repository/org/apache/httpcomponents/httpclient/4.5.4/httpclient-4.5.4.jar:/home/hadoop/.m2/repository/org/codehaus/jackson/jackson-mapper-asl/1.9.13/jackson-mapper-asl-1.9.13.jar:/home/hadoop/.m2/repository/commons-codec/commons-codec/1.10/commons-codec-1.10.jar:/home/hadoop/.m2/repository/joda-time/joda-time/2.9.3/joda-time-2.9.3.jar:/home/hadoop/.m2/repository/org/jodd/jodd-core/3.5.2/jodd-core-3.5.2.jar:/home/hadoop/.m2/repository/org/datanucleus/datanucleus-core/3.2.10/datanucleus-core-3.2.10.jar:/home/hadoop/.m2/repository/org/apache/thrift/libthrift/0.9.3/libthrift-0.9.3.jar:/home/hadoop/.m2/repository/org/apache/thrift/libfb303/0.9.3/libfb303-0.9.3.jar:/home/hadoop/.m2/repository/org/apache/derby/derby/10.12.1.1/derby-10.12.1.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-mllib_2.11/2.3.1/spark-mllib_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.4/scala-parser-combinators_2.11-1.0.4.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-graphx_2.11/2.3.1/spark-graphx_2.11-2.3.1.jar:/home/hadoop/.m2/repository/com/github/fommil/netlib/core/1.1.2/core-1.1.2.jar:/home/hadoop/.m2/repository/net/sourceforge/f2j/arpack_combined_all/0.1/arpack_combined_all-0.1.jar:/home/hadoop/.m2/repository/org/apache/spark/spark-mllib-local_2.11/2.3.1/spark-mllib-local_2.11-2.3.1.jar:/home/hadoop/.m2/repository/org/scalanlp/breeze_2.11/0.13.2/breeze_2.11-0.13.2.jar:/home/hadoop/.m2/repository/org/scalanlp/breeze-macros_2.11/0.13.2/breeze-macros_2.11-0.13.2.jar:/home/hadoop/.m2/repository/com/github/rwl/jtransforms/2.4.0/jtransforms-2.4.0.jar:/home/hadoop/.m2/repository/org/spire-math/spire_2.11/0.13.0/spire_2.11-0.13.0.jar:/home/hadoop/.m2/repository/org/spire-math/spire-macros_2.11/0.13.0/spire-macros_2.11-0.13.0.jar:/home/hadoop/.m2/repository/org/typelevel/machinist_2.11/0.6.1/machinist_2.11-0.6.1.jar:/home/hadoop/.m2/repository/com/chuusai/shapeless_2.11/2.3.2/shapeless_2.11-2.3.2.jar:/home/hadoop/.m2/repository/org/type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-5.0.4.jar:/home/hadoop/.m2/repository/com/jcraft/jsch/0.1.54/jsch-0.1.54.jar:/home/hadoop/.m2/repository/org/apache/curator/curator-client/2.12.0/curator-client-2.12.0.jar:/home/hadoop/.m2/repository/org/apache/zookeeper/zookeeper/3.4.9/zookeeper-3.4.9.jar:/home/hadoop/.m2/repository/jline/jline/0.9.94/jline-0.9.94.jar:/home/hadoop/.m2/repository/org/apache/commons/commons-compress/1.4.1/commons-compress-1.4.1.jar:/home/hadoop/.m2/repository/org/tukaani/xz/1.0/xz-1.0.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-simplekdc/1.0.1/kerb-simplekdc-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-client/1.0.1/kerb-client-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerby-config/1.0.1/kerby-config-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-core/1.0.1/kerb-core-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerby-pkix/1.0.1/kerby-pkix-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerby-asn1/1.0.1/kerby-asn1-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerby-util/1.0.1/kerby-util-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-common/1.0.1/kerb-common-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-crypto/1.0.1/kerb-crypto-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-util/1.0.1/kerb-util-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/token-provider/1.0.1/token-provider-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-admin/1.0.1/kerb-admin-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-server/1.0.1/kerb-server-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerb-identity/1.0.1/kerb-identity-1.0.1.jar:/home/hadoop/.m2/repository/org/apache/kerby/kerby-xdr/1.0.1/kerby-xdr-1.0.1.jar:/home/hadoop/.m2/repository/org/codehaus/woodstox/stax2-api/3.1.4/stax2-api-3.1.4.jar:/home/hadoop/.m2/repository/com/fasterxml/woodstox/woodstox-core/5.0.3/woodstox-core-5.0.3.jar:/home/hadoop/.m2/repository/com/google/inject/guice/4.0/guice-4.0.jar:/home/hadoop/.m2/repository/aopalliance/aopalliance/1.0/aopalliance-1.0.jar:/home/hadoop/.m2/repository/com/sun/jersey/contribs/jersey-guice/1.19/jersey-guice-1.19.jar:/home/hadoop/.m2/repository/com/google/inject/extensions/guice-servlet/4.0/guice-servlet-4.0.jar:/home/hadoop/.m2/repository/junit/junit/4.11/junit-4.11.jar:/home/hadoop/.m2/repository/org/hamcrest/hamcrest-core/1.3/hamcrest-core-1.3.jar:/home/hadoop/.m2/repository/org/hsqldb/hsqldb/2.3.4/hsqldb-2.3.4.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-kafka/3.1.1/hadoop-kafka-3.1.1.jar:/home/hadoop/.m2/repository/org/apache/kafka/kafka-clients/0.8.2.1/kafka-clients-0.8.2.1.jar:/home/hadoop/.m2/repository/net/jpountz/lz4/lz4/1.2.0/lz4-1.2.0.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-streaming/3.1.1/hadoop-streaming-3.1.1.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-resourceestimator/3.1.1/hadoop-resourceestimator-3.1.1.jar:/home/hadoop/.m2/repository/org/ojalgo/ojalgo/43.0/ojalgo-43.0.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-yarn-common/3.1.1/hadoop-yarn-common-3.1.1.jar:/home/hadoop/.m2/repository/com/sun/jersey/jersey-client/1.19/jersey-client-1.19.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/module/jackson-module-jaxb-annotations/2.7.8/jackson-module-jaxb-annotations-2.7.8.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/jaxrs/jackson-jaxrs-json-provider/2.7.8/jackson-jaxrs-json-provider-2.7.8.jar:/home/hadoop/.m2/repository/com/fasterxml/jackson/jaxrs/jackson-jaxrs-base/2.7.8/jackson-jaxrs-base-2.7.8.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-yarn-server-resourcemanager/3.1.1/hadoop-yarn-server-resourcemanager-3.1.1.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-yarn-server-common/3.1.1/hadoop-yarn-server-common-3.1.1.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-yarn-registry/3.1.1/hadoop-yarn-registry-3.1.1.jar:/home/hadoop/.m2/repository/dnsjava/dnsjava/2.1.7/dnsjava-2.1.7.jar:/home/hadoop/.m2/repository/org/apache/geronimo/specs/geronimo-jcache_1.0_spec/1.0-alpha-1/geronimo-jcache_1.0_spec-1.0-alpha-1.jar:/home/hadoop/.m2/repository/org/ehcache/ehcache/3.3.1/ehcache-3.3.1.jar:/home/hadoop/.m2/repository/com/zaxxer/HikariCP-java7/2.4.12/HikariCP-java7-2.4.12.jar:/home/hadoop/.m2/repository/com/microsoft/sqlserver/mssql-jdbc/6.2.1.jre7/mssql-jdbc-6.2.1.jre7.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-yarn-server-applicationhistoryservice/3.1.1/hadoop-yarn-server-applicationhistoryservice-3.1.1.jar:/home/hadoop/.m2/repository/de/ruedigermoeller/fst/2.50/fst-2.50.jar:/home/hadoop/.m2/repository/com/cedarsoftware/java-util/1.9.0/java-util-1.9.0.jar:/home/hadoop/.m2/repository/com/cedarsoftware/json-io/2.5.1/json-io-2.5.1.jar:/home/hadoop/.m2/repository/org/apache/hadoop/hadoop-yarn-server-web-proxy/3.1.1/hadoop-yarn-server-web-proxy-3.1.1.jar:/home/hadoop/.m2/repository/javax/inject/javax.inject/1/javax.inject-1.jar SparkSQL.SparkSQLDataManually
User log number is : 5000
2018-11-10	1541944723887	4179	2425	Kafka	View
2018-11-10	1541944724012	1476	808	Scala	Registe
2018-11-10	1541944724012	2758	838	hadoop	View
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2018-11-10	1541944724012	2432	4161	Impala	View
2018-11-10	1541944724012	2115	3445	Hive	View
2018-11-10	1541944724012	4985	2310	Flink	Registe
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2018-11-10	1541944724012	3625	2249	Kafka	Registe
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2018-11-10	1541944724012	2018	3215	storm	View
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2018-11-10	1541944724013	1558	4269	storm	Registe
2018-11-10	1541944724013	73	903	Scala	View
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2018-11-10	1541944724013	527	2587	Kafka	Registe
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2018-11-10	1541944724013	3878	604	HBase	View
2018-11-10	1541944724013	2031	4387	storm	Registe
2018-11-10	1541944724013	915	3309	storm	Registe
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2018-11-10	1541944724013	4434	1540	HBase	View
2018-11-10	1541944724013	3996	1972	HBase	Registe
2018-11-10	1541944724013	2879	4665	storm	Registe
2018-11-10	1541944724013	1612	1180	Impala	Registe
2018-11-10	1541944724013	3767	1242	ML	Registe
2018-11-10	1541944724013	1036	919	storm	Registe
2018-11-10	1541944724013	1981	3695	Hive	Registe
2018-11-10	1541944724013	3881	4455	ML	Registe
2018-11-10	1541944724013	1378	57	storm	View
2018-11-10	1541944724013	1906	254	Flink	Registe
2018-11-10	1541944724013	4531	1110	Hive	View
2018-11-10	1541944724013	538	1028	Spark	Registe
2018-11-10	1541944724013	847	1565	ML	Registe
2018-11-10	1541944724013	1404	991	Kafka	Registe
2018-11-10	1541944724013	3399	2389	HBase	View
2018-11-10	1541944724013	2662	2752	Impala	Registe
2018-11-10	1541944724014	4342	554	hadoop	View
2018-11-10	1541944724014	3960	1124	hadoop	Registe
2018-11-10	1541944724014	3321	944	Hive	View
2018-11-10	1541944724014	3332	3784	Spark	Registe
2018-11-10	1541944724014	46	2565	hadoop	Registe
2018-11-10	1541944724014	3493	404	Hive	Registe
2018-11-10	1541944724014	4918	155	Impala	View
2018-11-10	1541944724014	3506	673	Impala	Registe
2018-11-10	1541944724014	1644	4627	Impala	Registe
2018-11-10	1541944724014	2529	1906	hadoop	Registe
2018-11-10	1541944724014	4517	2290	storm	Registe
2018-11-10	1541944724014	3774	2214	HBase	View
2018-11-10	1541944724014	295	2375	HBase	Registe
2018-11-10	1541944724014	4483	3252	hadoop	View
2018-11-10	1541944724014	2332	1954	Scala	Registe
2018-11-10	1541944724014	583	2084	Flink	Registe
2018-11-10	1541944724014	3014	1503	ML	View
2018-11-10	1541944724014	2658	4980	Impala	Registe
2018-11-10	1541944724014	4010	3712	storm	Registe
2018-11-10	1541944724014	4684	3577	Kafka	Registe
2018-11-10	1541944724014	3111	1086	storm	Registe
2018-11-10	1541944724014	2627	1817	Kafka	Registe
2018-11-10	1541944724014	3734	4985	hadoop	Registe
2018-11-10	1541944724014	2075	4127	ML	Registe
2018-11-10	1541944724014	57	3306	Scala	View
2018-11-10	1541944724014	4613	1446	Spark	View
2018-11-10	1541944724014	2309	2296	Flink	View
2018-11-10	1541944724014	1483	228	ML	View
2018-11-10	1541944724014	2458	1487	Scala	View
2018-11-10	1541944724014	3119	2409	hadoop	View
2018-11-10	1541944724014	4727	4890	ML	Registe
2018-11-10	1541944724014	3457	1165	Scala	Registe
2018-11-10	1541944724014	4688	4833	hadoop	Registe
2018-11-10	1541944724015	3064	2692	HBase	Registe
2018-11-10	1541944724015	3258	3987	Kafka	View
2018-11-10	1541944724015	2613	2917	ML	Registe
2018-11-10	1541944724015	4987	4685	Spark	View
2018-11-10	1541944724015	3805	158	Kafka	Registe
2018-11-10	1541944724015	4820	689	Flink	View
2018-11-10	1541944724015	4381	1937	Impala	Registe
2018-11-10	1541944724015	4272	4664	hadoop	View
2018-11-10	1541944724015	1182	362	ML	View
2018-11-10	1541944724015	380	1679	hadoop	View
2018-11-10	1541944724015	4624	4415	storm	View
2018-11-10	1541944724015	3295	3109	Hive	View
2018-11-10	1541944724015	1720	4334	hadoop	View
2018-11-10	1541944724015	593	4579	Impala	Registe
2018-11-10	1541944724015	3956	2553	Hive	Registe
2018-11-10	1541944724015	2573	4026	Flink	Registe
2018-11-10	1541944724015	3667	4637	Flink	View
2018-11-10	1541944724015	912	2720	Kafka	Registe
2018-11-10	1541944724015	1815	2325	Hive	Registe
2018-11-10	1541944724015	369	1099	Hive	View
2018-11-10	1541944724015	2172	4507	storm	View
2018-11-10	1541944724015	3153	4091	hadoop	Registe
2018-11-10	1541944724015	4616	3088	hadoop	Registe
2018-11-10	1541944724015	2274	3756	hadoop	View
2018-11-10	1541944724015	2811	1983	Spark	View
2018-11-10	1541944724015	3554	2401	Kafka	View
2018-11-10	1541944724015	1078	1821	storm	Registe
2018-11-10	1541944724015	3942	2746	hadoop	Registe
2018-11-10	1541944724015	829	4403	HBase	View
2018-11-10	1541944724015	73	1830	HBase	View
2018-11-10	1541944724015	3991	562	HBase	View
2018-11-10	1541944724015	3852	769	Flink	Registe
2018-11-10	1541944724015	4834	1909	Hive	View
2018-11-10	1541944724015	2277	1471	Scala	Registe
2018-11-10	1541944724015	4417	2426	ML	Registe
2018-11-10	1541944724015	4330	2990	Kafka	Registe
2018-11-10	1541944724015	4415	4841	HBase	View
2018-11-10	1541944724015	3500	2568	Flink	Registe
2018-11-10	1541944724015	1579	1339	hadoop	View
2018-11-10	1541944724015	1015	3166	Spark	Registe
2018-11-10	1541944724015	3444	3315	hadoop	View
2018-11-10	1541944724015	4262	4493	Flink	Registe
2018-11-10	1541944724015	3956	2024	HBase	Registe
2018-11-10	1541944724015	1641	2188	hadoop	View
2018-11-10	1541944724015	639	1121	Kafka	View
2018-11-10	1541944724015	1808	212	ML	Registe
2018-11-10	1541944724015	4906	4087	hadoop	Registe
2018-11-10	1541944724015	4254	3086	Spark	View
2018-11-10	1541944724015	4078	2141	Scala	Registe
2018-11-10	1541944724015	3352	4120	Scala	View
2018-11-10	1541944724016	3276	4099	ML	View
2018-11-10	1541944724016	118	3936	Spark	View
2018-11-10	1541944724016	912	982	Hive	View
2018-11-10	1541944724016	4711	1598	Scala	View
2018-11-10	1541944724016	79	3513	Spark	View
2018-11-10	1541944724016	4206	3478	Flink	View
2018-11-10	1541944724016	771	4432	hadoop	Registe
2018-11-10	1541944724016	65	3099	hadoop	Registe
2018-11-10	1541944724016	3531	4903	ML	Registe
2018-11-10	1541944724016	1982	4605	storm	View
2018-11-10	1541944724016	1357	2822	Spark	View
2018-11-10	1541944724016	3685	3523	HBase	Registe
2018-11-10	1541944724016	750	1831	hadoop	View
2018-11-10	1541944724016	3531	4097	storm	View
2018-11-10	1541944724016	1950	3526	Spark	View
2018-11-10	1541944724016	1987	715	Hive	Registe
2018-11-10	1541944724016	4423	80	HBase	Registe
2018-11-10	1541944724016	36	2487	HBase	View
2018-11-10	1541944724016	2020	4892	Flink	Registe
2018-11-10	1541944724016	4096	2287	storm	View
2018-11-10	1541944724016	1612	3828	ML	Registe
2018-11-10	1541944724016	1840	1012	Spark	View
2018-11-10	1541944724016	213	3484	hadoop	View
2018-11-10	1541944724016	4378	2907	storm	Registe
2018-11-10	1541944724016	1019	3642	Hive	View
2018-11-10	1541944724016	4901	4	Impala	Registe
2018-11-10	1541944724016	4488	828	Impala	View
2018-11-10	1541944724016	3969	1605	ML	View
2018-11-10	1541944724016	2995	3316	Kafka	View
2018-11-10	1541944724016	4554	211	Spark	View
2018-11-10	1541944724016	3724	1639	storm	Registe
2018-11-10	1541944724016	2643	1416	Hive	Registe
2018-11-10	1541944724016	1243	2753	Kafka	View
2018-11-10	1541944724016	1421	3221	Hive	Registe
2018-11-10	1541944724016	4350	90	Spark	View
2018-11-10	1541944724016	2191	4386	Spark	Registe
2018-11-10	1541944724016	825	1299	hadoop	Registe
2018-11-10	1541944724016	1157	1600	Scala	View
2018-11-10	1541944724016	1189	209	HBase	Registe
2018-11-10	1541944724016	1226	2014	Flink	View
2018-11-10	1541944724016	1923	2977	Kafka	View
2018-11-10	1541944724016	1047	4440	ML	Registe
2018-11-10	1541944724016	4080	266	Hive	View
2018-11-10	1541944724016	4284	1929	hadoop	View
2018-11-10	1541944724016	3337	4573	hadoop	View
2018-11-10	1541944724016	620	4818	ML	Registe
2018-11-10	1541944724016	3869	3808	ML	Registe
2018-11-10	1541944724016	3971	408	Kafka	Registe
2018-11-10	1541944724016	2392	3926	Scala	View
2018-11-10	1541944724016	1640	3977	Kafka	View
2018-11-10	1541944724017	4284	1584	ML	View
2018-11-10	1541944724017	1669	2935	ML	View
2018-11-10	1541944724017	191	767	Kafka	View
2018-11-10	1541944724017	284	3259	storm	View
2018-11-10	1541944724017	3865	4118	Kafka	View
2018-11-10	1541944724017	2793	2234	Scala	View
2018-11-10	1541944724017	3404	3076	hadoop	View
2018-11-10	1541944724017	412	4067	Scala	Registe
2018-11-10	1541944724017	772	2752	ML	View
2018-11-10	1541944724017	2158	343	HBase	Registe
2018-11-10	1541944724017	2535	1387	storm	Registe
2018-11-10	1541944724017	2312	2903	ML	View
2018-11-10	1541944724017	4564	3705	Kafka	View
2018-11-10	1541944724017	4041	4369	Hive	Registe
2018-11-10	1541944724017	501	3631	Spark	Registe
2018-11-10	1541944724017	359	1435	hadoop	Registe
2018-11-10	1541944724017	4718	3598	HBase	View
2018-11-10	1541944724017	2570	3518	Hive	Registe
2018-11-10	1541944724017	1941	4958	hadoop	Registe
2018-11-10	1541944724017	2789	3140	Flink	Registe
2018-11-10	1541944724017	4946	1179	Impala	Registe
2018-11-10	1541944724017	1942	737	Flink	View
2018-11-10	1541944724017	2150	1907	ML	View
2018-11-10	1541944724017	1468	3461	storm	Registe
2018-11-10	1541944724017	3925	1334	Spark	Registe
2018-11-10	1541944724017	2590	4079	Scala	Registe
2018-11-10	1541944724017	2334	2756	Hive	View
2018-11-10	1541944724017	1095	3323	ML	Registe
2018-11-10	1541944724017	4287	3482	Impala	Registe
2018-11-10	1541944724017	558	3621	hadoop	View
2018-11-10	1541944724017	1923	2948	Hive	View
2018-11-10	1541944724017	1895	4771	Kafka	View
2018-11-10	1541944724017	2709	1732	Spark	View
2018-11-10	1541944724017	3445	1671	Scala	View
2018-11-10	1541944724017	2804	3689	Kafka	Registe
2018-11-10	1541944724017	1386	266	ML	View
2018-11-10	1541944724017	311	2888	Impala	View
2018-11-10	1541944724017	4706	290	Impala	View
2018-11-10	1541944724017	1808	3647	HBase	Registe
2018-11-10	1541944724017	270	3788	Spark	Registe
2018-11-10	1541944724017	1547	3108	Impala	View
2018-11-10	1541944724017	2420	673	Impala	View
2018-11-10	1541944724017	4237	2313	Spark	View
2018-11-10	1541944724017	1241	1181	hadoop	View
2018-11-10	1541944724017	4503	4651	storm	Registe
2018-11-10	1541944724017	1161	4715	storm	Registe
2018-11-10	1541944724017	4553	166	Spark	Registe
2018-11-10	1541944724017	3371	1578	storm	Registe
2018-11-10	1541944724017	737	626	hadoop	Registe
2018-11-10	1541944724017	1655	1314	Flink	View
2018-11-10	1541944724017	468	865	ML	View
2018-11-10	1541944724017	4713	1071	Spark	Registe
2018-11-10	1541944724017	2217	1662	Kafka	Registe
2018-11-10	1541944724017	2869	957	storm	View
2018-11-10	1541944724017	4443	1518	Flink	View
2018-11-10	1541944724017	474	129	Flink	View
2018-11-10	1541944724017	2485	4226	ML	View
2018-11-10	1541944724017	3314	3206	storm	Registe
2018-11-10	1541944724017	549	2667	Kafka	Registe
2018-11-10	1541944724017	4301	4229	Flink	View
2018-11-10	1541944724017	491	1636	HBase	Registe
2018-11-10	1541944724017	3163	4347	Spark	Registe
2018-11-10	1541944724017	2513	2724	storm	View
2018-11-10	1541944724017	1593	2526	hadoop	Registe
2018-11-10	1541944724017	234	2536	ML	Registe
2018-11-10	1541944724017	1744	1392	Impala	View
2018-11-10	1541944724017	3252	1444	Hive	Registe
2018-11-10	1541944724017	571	1658	ML	View
2018-11-10	1541944724017	1464	1195	hadoop	View
2018-11-10	1541944724017	2334	4874	Hive	Registe
2018-11-10	1541944724017	4790	4786	Spark	Registe
2018-11-10	1541944724017	210	1597	Kafka	View
2018-11-10	1541944724017	2236	2041	hadoop	Registe
2018-11-10	1541944724017	4709	2932	storm	View
2018-11-10	1541944724017	1326	1881	Impala	View
2018-11-10	1541944724017	2860	2883	Kafka	Registe
2018-11-10	1541944724017	4444	3534	ML	Registe
2018-11-10	1541944724017	2027	3237	hadoop	View
2018-11-10	1541944724017	4032	1421	Hive	Registe
2018-11-10	1541944724017	1673	4113	Scala	View
2018-11-10	1541944724017	3319	471	Scala	Registe
2018-11-10	1541944724018	3911	3423	Flink	View
2018-11-10	1541944724018	4341	1620	Flink	Registe
2018-11-10	1541944724018	2767	3811	Scala	View
2018-11-10	1541944724018	1827	4625	ML	View
2018-11-10	1541944724018	1590	2881	Hive	View
2018-11-10	1541944724018	1779	3954	HBase	View
2018-11-10	1541944724018	2028	3998	Hive	Registe
2018-11-10	1541944724018	2367	3695	Hive	View
2018-11-10	1541944724018	3632	2165	Impala	View
2018-11-10	1541944724018	2239	459	Scala	Registe
2018-11-10	1541944724018	478	3039	Impala	Registe
2018-11-10	1541944724018	826	431	Scala	Registe
2018-11-10	1541944724018	2523	513	Impala	View
2018-11-10	1541944724018	4313	2963	storm	Registe
2018-11-10	1541944724018	1149	962	HBase	Registe
2018-11-10	1541944724018	2745	1294	storm	View
2018-11-10	1541944724018	4213	1321	Kafka	Registe
2018-11-10	1541944724018	4223	4904	Flink	View
2018-11-10	1541944724018	2934	2322	Spark	Registe
2018-11-10	1541944724018	939	3062	Scala	View
2018-11-10	1541944724018	2845	3954	Hive	Registe
2018-11-10	1541944724018	1775	1342	ML	View
2018-11-10	1541944724018	1192	2726	Hive	View
2018-11-10	1541944724018	2743	2926	ML	Registe
2018-11-10	1541944724018	3113	4672	HBase	View
2018-11-10	1541944724018	649	593	Kafka	Registe
2018-11-10	1541944724018	4026	2913	Spark	View
2018-11-10	1541944724018	2644	1049	ML	View
2018-11-10	1541944724018	4840	359	Scala	View
2018-11-10	1541944724018	1994	1805	Scala	Registe
2018-11-10	1541944724018	10	2280	Flink	View
2018-11-10	1541944724018	2623	3388	HBase	Registe
2018-11-10	1541944724018	2153	1709	Flink	Registe
2018-11-10	1541944724018	4857	2240	ML	View
2018-11-10	1541944724018	2847	3640	storm	View
2018-11-10	1541944724018	1008	988	Flink	Registe
2018-11-10	1541944724018	3666	1773	Scala	View
2018-11-10	1541944724018	1525	2166	Hive	View
2018-11-10	1541944724018	1103	484	Kafka	Registe
2018-11-10	1541944724018	3716	3997	storm	Registe
2018-11-10	1541944724018	177	4973	Scala	Registe
2018-11-10	1541944724018	3403	915	Scala	Registe
2018-11-10	1541944724018	3697	386	storm	Registe
2018-11-10	1541944724018	1339	3587	Kafka	View
2018-11-10	1541944724018	3517	4576	Flink	View
2018-11-10	1541944724018	2484	1819	HBase	View
2018-11-10	1541944724018	3947	3693	Kafka	View
2018-11-10	1541944724018	3434	235	Flink	View
2018-11-10	1541944724018	4060	3675	ML	View
2018-11-10	1541944724018	2588	2212	Impala	View
2018-11-10	1541944724018	3067	3667	HBase	View
2018-11-10	1541944724018	2465	4850	Flink	Registe
2018-11-10	1541944724018	3590	3683	Impala	Registe
2018-11-10	1541944724018	1867	178	Scala	Registe
2018-11-10	1541944724018	577	4576	Flink	Registe
2018-11-10	1541944724018	45	4916	Impala	Registe
2018-11-10	1541944724018	1087	2732	HBase	Registe
2018-11-10	1541944724018	678	2977	Scala	Registe
2018-11-10	1541944724018	2571	312	ML	View
2018-11-10	1541944724018	2174	1133	Hive	Registe
2018-11-10	1541944724018	2672	106	Impala	View
2018-11-10	1541944724018	846	4966	storm	View
2018-11-10	1541944724018	4718	3224	Flink	Registe
2018-11-10	1541944724018	1874	1250	Kafka	Registe
2018-11-10	1541944724018	614	4563	Flink	View
2018-11-10	1541944724018	1431	1221	Flink	Registe
2018-11-10	1541944724018	2490	4181	Scala	View
2018-11-10	1541944724018	158	2984	ML	View
2018-11-10	1541944724018	4344	2322	ML	View
2018-11-10	1541944724018	2905	4626	ML	Registe
2018-11-10	1541944724018	3926	4290	Hive	Registe
2018-11-10	1541944724018	451	1843	storm	View
2018-11-10	1541944724018	212	2117	Spark	View
2018-11-10	1541944724018	4250	531	Scala	View
2018-11-10	1541944724018	2095	1397	Flink	View
2018-11-10	1541944724018	2302	4743	HBase	View
2018-11-10	1541944724018	2162	1127	Impala	Registe
2018-11-10	1541944724018	2361	3836	Spark	View
2018-11-10	1541944724018	2108	1306	Hive	View
2018-11-10	1541944724018	3502	4889	HBase	View
2018-11-10	1541944724018	286	197	Impala	Registe
2018-11-10	1541944724018	515	4033	Impala	Registe
2018-11-10	1541944724018	3404	2861	Kafka	Registe
2018-11-10	1541944724018	585	1446	Impala	View
2018-11-10	1541944724018	3281	876	Scala	View
2018-11-10	1541944724018	3200	1775	hadoop	View
2018-11-10	1541944724018	469	10	HBase	Registe
2018-11-10	1541944724018	2414	3594	ML	Registe
2018-11-10	1541944724018	3040	2072	Hive	Registe
2018-11-10	1541944724018	2623	1482	ML	View
2018-11-10	1541944724018	4829	328	Hive	View
2018-11-10	1541944724018	4331	4321	HBase	Registe
2018-11-10	1541944724018	3290	2990	hadoop	View
2018-11-10	1541944724018	3588	3094	Flink	Registe
2018-11-10	1541944724018	4772	881	hadoop	View
2018-11-10	1541944724018	4007	905	Flink	Registe
2018-11-10	1541944724018	45	2498	Scala	View
2018-11-10	1541944724018	4600	4025	hadoop	Registe
2018-11-10	1541944724018	2864	3826	hadoop	Registe
2018-11-10	1541944724018	3552	348	Scala	View
2018-11-10	1541944724018	16	4768	Scala	View
2018-11-10	1541944724018	3112	575	Scala	Registe
2018-11-10	1541944724018	494	4185	HBase	View
2018-11-10	1541944724018	845	2057	Spark	View
2018-11-10	1541944724018	4570	4797	Hive	Registe
2018-11-10	1541944724018	3956	2636	Spark	View
2018-11-10	1541944724018	1751	1825	hadoop	Registe
2018-11-10	1541944724018	1212	3116	hadoop	View
2018-11-10	1541944724018	4489	3839	Hive	Registe
2018-11-10	1541944724018	4752	4253	Impala	Registe
2018-11-10	1541944724018	3479	2886	Kafka	View
2018-11-10	1541944724019	2324	2032	storm	Registe
2018-11-10	1541944724019	619	2880	hadoop	Registe
2018-11-10	1541944724019	229	558	Impala	View
2018-11-10	1541944724019	2686	2198	Impala	Registe
2018-11-10	1541944724019	828	571	storm	View
2018-11-10	1541944724019	3039	2790	storm	Registe
2018-11-10	1541944724019	409	3180	Flink	Registe
2018-11-10	1541944724019	1187	2261	Impala	View
2018-11-10	1541944724019	2417	281	HBase	Registe
2018-11-10	1541944724019	3211	4197	ML	Registe
2018-11-10	1541944724019	2481	4835	Hive	View
2018-11-10	1541944724019	4523	4600	ML	Registe
2018-11-10	1541944724019	2986	1238	ML	View
2018-11-10	1541944724019	4798	3082	Flink	View
2018-11-10	1541944724019	2629	3528	Spark	View
2018-11-10	1541944724019	2965	4938	hadoop	Registe
2018-11-10	1541944724019	4134	368	hadoop	View
2018-11-10	1541944724019	783	2105	Impala	Registe
2018-11-10	1541944724019	4835	2799	Flink	Registe
2018-11-10	1541944724019	2240	4160	Hive	View
2018-11-10	1541944724019	4092	4625	Scala	View
2018-11-10	1541944724019	4932	4678	Spark	Registe
2018-11-10	1541944724019	2602	2973	HBase	View
2018-11-10	1541944724019	3874	4128	Hive	View
2018-11-10	1541944724019	1465	2416	storm	View
2018-11-10	1541944724019	4235	2943	Flink	Registe
2018-11-10	1541944724019	2311	3582	Scala	Registe
2018-11-10	1541944724019	3273	525	Scala	View
2018-11-10	1541944724019	4845	633	Spark	View
2018-11-10	1541944724019	427	3479	Hive	View
2018-11-10	1541944724019	4755	2903	Spark	Registe
2018-11-10	1541944724019	2813	4988	HBase	Registe
2018-11-10	1541944724019	1805	2231	Impala	Registe
2018-11-10	1541944724019	4042	91	Kafka	Registe
2018-11-10	1541944724019	4714	3108	storm	View
2018-11-10	1541944724019	2964	4289	Scala	Registe
2018-11-10	1541944724019	1353	3432	Flink	View
2018-11-10	1541944724019	4455	952	Impala	View
2018-11-10	1541944724019	2620	2314	hadoop	View
2018-11-10	1541944724019	963	3225	Flink	Registe
2018-11-10	1541944724019	1678	928	ML	View
2018-11-10	1541944724019	3609	986	Scala	Registe
2018-11-10	1541944724019	3510	1941	Flink	View
2018-11-10	1541944724019	3395	528	ML	View
2018-11-10	1541944724019	2052	11	hadoop	View
2018-11-10	1541944724019	2757	1438	storm	Registe
2018-11-10	1541944724019	3193	1698	Flink	Registe
2018-11-10	1541944724019	1136	1427	Impala	View
2018-11-10	1541944724019	4304	1775	Impala	Registe
2018-11-10	1541944724019	2443	1648	storm	View
2018-11-10	1541944724019	3249	2557	Scala	Registe
2018-11-10	1541944724019	1634	1495	ML	View
2018-11-10	1541944724019	370	2119	Hive	Registe
2018-11-10	1541944724019	889	1781	ML	View
2018-11-10	1541944724019	2966	1451	Impala	View
2018-11-10	1541944724019	423	2104	storm	View
2018-11-10	1541944724019	4640	4712	ML	View
2018-11-10	1541944724019	4222	3096	Kafka	View
2018-11-10	1541944724019	3542	2048	Impala	View
2018-11-10	1541944724019	2438	2881	Kafka	View
2018-11-10	1541944724019	4424	2054	HBase	Registe
2018-11-10	1541944724019	1735	2688	HBase	View
2018-11-10	1541944724019	1511	4865	hadoop	Registe
2018-11-10	1541944724019	1461	4921	Kafka	View
2018-11-10	1541944724019	2080	4559	Scala	Registe
2018-11-10	1541944724019	3731	407	Hive	Registe
2018-11-10	1541944724019	2473	4378	Hive	Registe
2018-11-10	1541944724019	4411	4123	Kafka	Registe
2018-11-10	1541944724019	2712	2270	storm	Registe
2018-11-10	1541944724019	1994	3235	HBase	View
2018-11-10	1541944724019	2273	920	Hive	Registe
2018-11-10	1541944724019	4006	2421	hadoop	Registe
2018-11-10	1541944724019	2934	1776	hadoop	Registe
2018-11-10	1541944724019	4241	8	Scala	View
2018-11-10	1541944724019	1518	4831	hadoop	Registe
2018-11-10	1541944724019	3741	513	Impala	Registe
2018-11-10	1541944724019	4832	3817	Kafka	Registe
2018-11-10	1541944724019	3935	1283	storm	View
2018-11-10	1541944724019	375	4084	Flink	Registe
2018-11-10	1541944724019	1758	4389	Hive	Registe
2018-11-10	1541944724019	3797	4743	storm	View
2018-11-10	1541944724019	3746	4080	ML	View
2018-11-10	1541944724019	1353	2251	Impala	Registe
2018-11-10	1541944724019	4631	2182	hadoop	Registe
2018-11-10	1541944724019	483	1845	storm	View
2018-11-10	1541944724019	1121	684	HBase	View
2018-11-10	1541944724019	3580	1209	ML	View
2018-11-10	1541944724019	1384	432	ML	Registe
2018-11-10	1541944724019	1865	4592	HBase	View
2018-11-10	1541944724019	163	82	storm	Registe
2018-11-10	1541944724019	1063	642	Hive	View
2018-11-10	1541944724019	958	4231	Kafka	Registe
2018-11-10	1541944724019	4565	3460	storm	View
2018-11-10	1541944724019	2237	1161	Spark	View
2018-11-10	1541944724019	2158	4771	storm	View
2018-11-10	1541944724019	440	3368	Hive	View
2018-11-10	1541944724019	334	2783	Scala	View
2018-11-10	1541944724019	4991	627	Hive	Registe
2018-11-10	1541944724019	938	2745	Flink	View
2018-11-10	1541944724019	973	207	Scala	View
2018-11-10	1541944724019	3962	2364	Scala	View
2018-11-10	1541944724019	3759	926	Impala	View
2018-11-10	1541944724019	3121	4815	HBase	Registe
2018-11-10	1541944724019	4252	3937	Scala	View
2018-11-10	1541944724019	3441	4600	Kafka	View
2018-11-10	1541944724019	3348	2815	hadoop	Registe
2018-11-10	1541944724019	2736	3914	Flink	View
2018-11-10	1541944724019	1346	4562	HBase	View
2018-11-10	1541944724019	4191	2480	Spark	View
2018-11-10	1541944724019	723	2377	HBase	View
2018-11-10	1541944724019	2551	3463	HBase	Registe
2018-11-10	1541944724019	4518	3760	Flink	Registe
2018-11-10	1541944724019	3348	1207	Spark	Registe
2018-11-10	1541944724019	3155	3577	Hive	View
2018-11-10	1541944724019	1764	962	storm	Registe
2018-11-10	1541944724019	3431	3206	Hive	View
2018-11-10	1541944724019	3270	1187	HBase	View
2018-11-10	1541944724019	1468	3355	storm	Registe
2018-11-10	1541944724019	13	4080	storm	View
2018-11-10	1541944724019	2698	2712	hadoop	Registe
2018-11-10	1541944724019	2213	3976	Impala	View
2018-11-10	1541944724019	4891	837	Flink	View
2018-11-10	1541944724019	4130	1557	storm	Registe
2018-11-10	1541944724019	2528	44	hadoop	View
2018-11-10	1541944724019	4797	2907	HBase	View
2018-11-10	1541944724019	4407	1371	Spark	View
2018-11-10	1541944724019	1048	1647	Spark	View
2018-11-10	1541944724019	1478	1318	Impala	View
2018-11-10	1541944724019	151	2376	HBase	View
2018-11-10	1541944724019	2374	3664	Scala	Registe
2018-11-10	1541944724019	2174	3864	Hive	Registe
2018-11-10	1541944724019	594	275	ML	Registe
2018-11-10	1541944724019	4719	3635	hadoop	View
2018-11-10	1541944724019	1191	1618	storm	View
2018-11-10	1541944724019	4987	1838	hadoop	View
2018-11-10	1541944724019	1132	4038	Flink	Registe
2018-11-10	1541944724019	1086	2369	Kafka	Registe
2018-11-10	1541944724019	3985	3902	Flink	Registe
2018-11-10	1541944724019	2765	389	HBase	View
2018-11-10	1541944724019	4361	3588	ML	View
2018-11-10	1541944724019	144	1774	Scala	Registe
2018-11-10	1541944724019	425	3495	Spark	View
2018-11-10	1541944724019	3434	4562	storm	Registe
2018-11-10	1541944724019	1552	2035	Spark	View
2018-11-10	1541944724019	4094	3784	Kafka	Registe
2018-11-10	1541944724019	1407	850	hadoop	View
2018-11-10	1541944724019	1609	4498	hadoop	Registe
2018-11-10	1541944724019	3264	198	Spark	View
2018-11-10	1541944724019	244	2090	HBase	View
2018-11-10	1541944724019	73	3899	Flink	View
2018-11-10	1541944724019	2841	2016	Scala	View
2018-11-10	1541944724019	1064	489	storm	Registe
2018-11-10	1541944724019	3035	3193	storm	View
2018-11-10	1541944724019	2317	4592	Kafka	View
2018-11-10	1541944724019	304	4113	Impala	Registe
2018-11-10	1541944724019	4005	299	ML	Registe
2018-11-10	1541944724019	3912	1082	ML	Registe
2018-11-10	1541944724019	3242	2397	Impala	View
2018-11-10	1541944724019	1396	1322	Spark	Registe
2018-11-10	1541944724019	3190	4038	Scala	Registe
2018-11-10	1541944724019	1273	3057	Spark	View
2018-11-10	1541944724019	4783	4261	HBase	Registe
2018-11-10	1541944724019	1693	1327	Impala	View
2018-11-10	1541944724019	2745	1887	Impala	Registe
2018-11-10	1541944724019	3158	2242	Hive	Registe
2018-11-10	1541944724019	242	871	storm	View
2018-11-10	1541944724019	3936	1158	Scala	Registe
2018-11-10	1541944724019	4270	403	storm	Registe
2018-11-10	1541944724019	2389	3138	Impala	Registe
2018-11-10	1541944724019	4256	3597	Flink	Registe
2018-11-10	1541944724019	388	2977	HBase	Registe
2018-11-10	1541944724019	835	2015	storm	Registe
2018-11-10	1541944724019	4084	4086	Spark	Registe
2018-11-10	1541944724019	898	2613	hadoop	Registe
2018-11-10	1541944724019	4535	4718	Spark	View
2018-11-10	1541944724019	382	2158	Impala	Registe
2018-11-10	1541944724019	2738	1018	Kafka	Registe
2018-11-10	1541944724019	4445	3739	hadoop	Registe
2018-11-10	1541944724019	1345	3754	Hive	Registe
2018-11-10	1541944724019	4389	4918	Scala	Registe
2018-11-10	1541944724019	885	3066	Hive	View
2018-11-10	1541944724019	3153	4684	HBase	View
2018-11-10	1541944724019	2943	1800	Spark	View
2018-11-10	1541944724019	2399	3435	HBase	View
2018-11-10	1541944724019	1076	4339	Scala	Registe
2018-11-10	1541944724019	370	3188	HBase	Registe
2018-11-10	1541944724020	1560	4469	Kafka	Registe
2018-11-10	1541944724020	4284	3305	Flink	View
2018-11-10	1541944724020	3373	3850	Scala	View
2018-11-10	1541944724020	2857	4296	HBase	Registe
2018-11-10	1541944724020	2747	2630	Spark	View
2018-11-10	1541944724020	2664	301	hadoop	View
2018-11-10	1541944724020	1663	4858	Scala	Registe
2018-11-10	1541944724020	835	2419	Impala	Registe
2018-11-10	1541944724020	3750	560	storm	Registe
2018-11-10	1541944724020	1363	1388	HBase	View
2018-11-10	1541944724020	240	2186	Spark	Registe
2018-11-10	1541944724020	3902	3748	Impala	View
2018-11-10	1541944724020	3511	4870	Flink	Registe
2018-11-10	1541944724020	603	4201	Kafka	Registe
2018-11-10	1541944724020	1319	708	storm	Registe
2018-11-10	1541944724020	1195	1077	storm	Registe
2018-11-10	1541944724020	2333	3445	Kafka	Registe
2018-11-10	1541944724020	1111	1074	Impala	View
2018-11-10	1541944724020	426	4598	Impala	View
2018-11-10	1541944724020	4022	2220	Hive	Registe
2018-11-10	1541944724020	3167	2362	Hive	View
2018-11-10	1541944724020	2381	3242	HBase	Registe
2018-11-10	1541944724020	1848	1683	Impala	Registe
2018-11-10	1541944724020	950	4285	hadoop	View
2018-11-10	1541944724020	3699	3610	Kafka	Registe
2018-11-10	1541944724020	3668	31	Spark	Registe
2018-11-10	1541944724020	1048	4442	Spark	View
2018-11-10	1541944724020	4691	709	Hive	View
2018-11-10	1541944724020	3024	2592	Spark	Registe
2018-11-10	1541944724020	4378	69	HBase	View
2018-11-10	1541944724020	3175	581	HBase	View
2018-11-10	1541944724020	4874	312	Kafka	View
2018-11-10	1541944724020	2291	466	hadoop	Registe
2018-11-10	1541944724020	2237	4136	Impala	Registe
2018-11-10	1541944724020	2076	1554	hadoop	View
2018-11-10	1541944724020	3057	4635	hadoop	View
2018-11-10	1541944724020	3972	4411	HBase	Registe
2018-11-10	1541944724020	2045	4470	storm	Registe
2018-11-10	1541944724020	3607	1613	HBase	View
2018-11-10	1541944724020	1257	4930	Flink	View
2018-11-10	1541944724020	4217	4472	HBase	View
2018-11-10	1541944724020	2783	1793	hadoop	View
2018-11-10	1541944724020	948	2314	Flink	View
2018-11-10	1541944724020	1902	3241	Flink	Registe
2018-11-10	1541944724020	1257	3655	hadoop	Registe
2018-11-10	1541944724020	19	4863	Flink	View
2018-11-10	1541944724020	4995	2574	hadoop	Registe
2018-11-10	1541944724020	1399	3605	Kafka	Registe
2018-11-10	1541944724020	1274	3338	Scala	View
2018-11-10	1541944724020	3190	61	Flink	View
2018-11-10	1541944724020	19	1006	Spark	View
2018-11-10	1541944724020	4988	2204	storm	View
2018-11-10	1541944724020	2202	1735	Kafka	Registe
2018-11-10	1541944724020	2479	4399	Spark	Registe
2018-11-10	1541944724020	4081	1390	Flink	Registe
2018-11-10	1541944724020	1626	1744	Impala	Registe
2018-11-10	1541944724020	192	2235	Scala	Registe
2018-11-10	1541944724020	2101	233	Kafka	Registe
2018-11-10	1541944724020	429	370	HBase	View
2018-11-10	1541944724020	3559	199	Kafka	View
2018-11-10	1541944724020	4259	2937	storm	View
2018-11-10	1541944724020	174	1592	ML	View
2018-11-10	1541944724020	85	55	ML	Registe
2018-11-10	1541944724020	2484	4517	hadoop	View
2018-11-10	1541944724020	2713	4983	Impala	View
2018-11-10	1541944724020	1001	3456	ML	View
2018-11-10	1541944724020	4350	4674	Hive	Registe
2018-11-10	1541944724020	4581	1918	Kafka	Registe
2018-11-10	1541944724020	736	1704	ML	Registe
2018-11-10	1541944724020	3764	854	Hive	Registe
2018-11-10	1541944724020	3073	663	Scala	Registe
2018-11-10	1541944724020	3713	3392	HBase	Registe
2018-11-10	1541944724020	4527	3714	storm	Registe
2018-11-10	1541944724020	4214	3511	Spark	View
2018-11-10	1541944724020	2163	219	Impala	View
2018-11-10	1541944724020	2824	2343	Kafka	View
2018-11-10	1541944724020	773	264	storm	Registe
2018-11-10	1541944724020	1941	2566	Flink	Registe
2018-11-10	1541944724020	746	177	Impala	View
2018-11-10	1541944724020	2214	3198	HBase	Registe
2018-11-10	1541944724020	1936	4095	Scala	Registe
2018-11-10	1541944724020	1479	4633	Scala	View
2018-11-10	1541944724020	2606	3359	HBase	View
2018-11-10	1541944724020	3884	3276	Kafka	Registe
2018-11-10	1541944724020	3887	4485	Scala	Registe
2018-11-10	1541944724020	3036	2756	ML	Registe
2018-11-10	1541944724020	1125	4177	Flink	View
2018-11-10	1541944724020	3079	3179	Flink	View
2018-11-10	1541944724020	487	1332	Flink	Registe
2018-11-10	1541944724020	1409	675	Kafka	View
2018-11-10	1541944724020	1917	2723	hadoop	Registe
2018-11-10	1541944724020	3214	1265	ML	Registe
2018-11-10	1541944724020	2408	3307	Spark	View
2018-11-10	1541944724020	1534	307	Hive	View
2018-11-10	1541944724020	413	3819	Scala	Registe
2018-11-10	1541944724020	3216	754	HBase	View
2018-11-10	1541944724020	2680	1188	storm	Registe
2018-11-10	1541944724020	3744	536	Kafka	View
2018-11-10	1541944724020	4179	2723	Impala	View
2018-11-10	1541944724020	674	2659	storm	View
2018-11-10	1541944724020	254	1814	Scala	Registe
2018-11-10	1541944724020	3070	664	hadoop	View
2018-11-10	1541944724020	2174	1762	Impala	Registe
2018-11-10	1541944724020	740	752	HBase	View
2018-11-10	1541944724020	1840	4619	Kafka	View
2018-11-10	1541944724020	1135	1821	Flink	Registe
2018-11-10	1541944724020	660	3836	Flink	View
2018-11-10	1541944724020	3396	581	Spark	View
2018-11-10	1541944724020	3772	994	Kafka	Registe
2018-11-10	1541944724020	1505	2598	ML	Registe
2018-11-10	1541944724020	868	1852	Scala	View
2018-11-10	1541944724020	1016	1808	Impala	Registe
2018-11-10	1541944724020	865	4189	storm	Registe
2018-11-10	1541944724020	3915	2118	ML	Registe
2018-11-10	1541944724020	2532	120	Kafka	View
2018-11-10	1541944724020	4575	4044	HBase	View
2018-11-10	1541944724020	142	1267	Hive	View
2018-11-10	1541944724020	2315	2697	ML	View
2018-11-10	1541944724020	1163	468	storm	Registe
2018-11-10	1541944724020	760	4182	Hive	Registe
2018-11-10	1541944724020	3505	1798	storm	Registe
2018-11-10	1541944724020	1968	4446	Flink	Registe
2018-11-10	1541944724020	2703	2693	storm	View
2018-11-10	1541944724020	168	4387	Spark	View
2018-11-10	1541944724020	1224	3109	Spark	View
2018-11-10	1541944724020	3056	751	Kafka	View
2018-11-10	1541944724020	3496	150	Hive	Registe
2018-11-10	1541944724020	4735	3392	Hive	Registe
2018-11-10	1541944724020	3339	1842	Flink	View
2018-11-10	1541944724020	2417	3441	storm	Registe
2018-11-10	1541944724020	1442	3549	Kafka	Registe
2018-11-10	1541944724020	979	3855	Scala	View
2018-11-10	1541944724020	1591	500	ML	Registe
2018-11-10	1541944724020	2723	961	Hive	View
2018-11-10	1541944724020	2165	22	HBase	View
2018-11-10	1541944724020	3626	663	Flink	Registe
2018-11-10	1541944724020	2043	3517	ML	Registe
2018-11-10	1541944724020	363	3948	Impala	Registe
2018-11-10	1541944724020	2872	4805	Scala	View
2018-11-10	1541944724020	1427	684	Impala	View
2018-11-10	1541944724020	4837	1468	Hive	Registe
2018-11-10	1541944724020	2904	3246	Hive	View
2018-11-10	1541944724020	1032	784	hadoop	View
2018-11-10	1541944724020	36	2042	ML	View
2018-11-10	1541944724020	2125	188	Spark	View
2018-11-10	1541944724020	2601	347	HBase	View
2018-11-10	1541944724020	3092	4362	Impala	Registe
2018-11-10	1541944724020	1285	3493	ML	Registe
2018-11-10	1541944724020	2320	4697	Impala	View
2018-11-10	1541944724020	2829	3879	Spark	View
2018-11-10	1541944724020	4580	2728	Scala	Registe
2018-11-10	1541944724020	3778	946	Impala	Registe
2018-11-10	1541944724020	421	321	HBase	View
2018-11-10	1541944724020	1689	2345	hadoop	View
2018-11-10	1541944724020	2284	1447	hadoop	Registe
2018-11-10	1541944724020	4628	4895	Kafka	View
2018-11-10	1541944724020	2211	2287	Hive	View
2018-11-10	1541944724020	2836	819	hadoop	View
2018-11-10	1541944724020	4693	2506	Impala	View
2018-11-10	1541944724020	2584	454	ML	View
2018-11-10	1541944724020	936	3193	HBase	Registe
2018-11-10	1541944724020	3525	2858	Flink	Registe
2018-11-10	1541944724020	2083	2639	HBase	Registe
2018-11-10	1541944724020	1757	2773	Scala	View
2018-11-10	1541944724020	4882	2634	hadoop	Registe
2018-11-10	1541944724020	3761	1204	storm	View
2018-11-10	1541944724020	3615	3866	Scala	View
2018-11-10	1541944724020	1698	4976	Spark	Registe
2018-11-10	1541944724020	4920	1032	storm	View
2018-11-10	1541944724020	1097	595	ML	View
2018-11-10	1541944724020	1942	4664	hadoop	Registe
2018-11-10	1541944724020	1980	1467	Flink	View
2018-11-10	1541944724020	4425	4999	ML	Registe
2018-11-10	1541944724020	154	1518	Spark	Registe
2018-11-10	1541944724020	46	2012	HBase	View
2018-11-10	1541944724020	2411	52	storm	Registe
2018-11-10	1541944724020	4355	650	HBase	View
2018-11-10	1541944724020	4042	3784	Hive	Registe
2018-11-10	1541944724020	3055	772	Kafka	Registe
2018-11-10	1541944724020	181	4814	Impala	View
2018-11-10	1541944724020	1372	2304	Hive	Registe
2018-11-10	1541944724020	4273	1414	HBase	View
2018-11-10	1541944724020	71	708	Hive	View
2018-11-10	1541944724020	4608	1799	Kafka	Registe
2018-11-10	1541944724020	3484	3276	hadoop	View
2018-11-10	1541944724020	4900	3604	hadoop	View
2018-11-10	1541944724020	332	3081	hadoop	View
2018-11-10	1541944724020	4379	3682	Kafka	Registe
2018-11-10	1541944724020	2624	4274	HBase	View
2018-11-10	1541944724020	2291	4783	ML	View
2018-11-10	1541944724020	1908	4767	ML	View
2018-11-10	1541944724020	1364	3932	HBase	View
2018-11-10	1541944724020	4823	3336	storm	View
2018-11-10	1541944724020	3763	1060	storm	View
2018-11-10	1541944724020	1519	666	Scala	View
2018-11-10	1541944724020	15