Hbase 与 Codis 整合之 Maven 环境搭建

Posted Hbase工作笔记

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一、Codis 简介

Codis是一个分布式Redis解决方案,对于上层的应用来说,连接到Codis Proxy和连接原生的Redis服务器没有显着区别(不支持的命令列表),上层应用可以像使用单机的Redis一样使用,Codis底层会处理请求的转发,不停机的数据迁移等工作,所有后边的一切事情,对于前面的客户端来说是透明的,可以简单的认为后边连接的是一个内存无限大的Redis服务。

前提:已搭建好Codis集群

二、整合Maven

  <dependencies>    <dependency>      <groupId>org.apache.hbase</groupId>      <artifactId>hbase-client</artifactId>      <version>1.2.0-cdh5.7.0</version>    </dependency>    <dependency>      <groupId>io.codis.jodis</groupId>      <artifactId>jodis</artifactId>      <version>0.4.1</version>    </dependency>  </dependencies>

三、报错

Exception in thread "main" java.lang.NoClassDefFoundError: org/apache/curator/shaded/com/google/common/collect/Maps    at org.apache.curator.framework.recipes.cache.PathChildrenCache.<init>(PathChildrenCache.java:77)    at org.apache.curator.framework.recipes.cache.PathChildrenCache.<init>(PathChildrenCache.java:174)    at io.codis.jodis.RoundRobinJedisPool.<init>(RoundRobinJedisPool.java:128)    at io.codis.jodis.RoundRobinJedisPool.<init>(RoundRobinJedisPool.java:69)    at io.codis.jodis.RoundRobinJedisPool$Builder.build(RoundRobinJedisPool.java:408)    at com.xcar.suggest.JodisClient.getPool(JodisClient.java:27)    at com.xcar.suggest.test.main(test.java:9) Caused by: java.lang.ClassNotFoundException: org.apache.curator.shaded.com.google.common.collect.Maps    at java.net.URLClassLoader.findClass(URLClassLoader.java:381)    at java.lang.ClassLoader.loadClass(ClassLoader.java:424)    at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)    at java.lang.ClassLoader.loadClass(ClassLoader.java:357)    ... 7 more

四、原因分析:Jar包冲突

五、查看Maven树

> mvn -Dverbose dependency:tree
[INFO] Scanning for projects... [INFO] [INFO] ------------------------------------------------------------------------ [INFO] Building xcar_suggest_tag 1.0-SNAPSHOT [INFO] ------------------------------------------------------------------------ [INFO] [INFO] --- maven-dependency-plugin:2.8:tree (default-cli) @ xcar_suggest_tag --- [INFO] com.xcar.suggest:xcar_suggest_tag:jar:1.0-SNAPSHOT [INFO] +- junit:junit:jar:4.11:test (scope not updated to compile) [INFO] |  \- org.hamcrest:hamcrest-core:jar:1.3:test [INFO] +- org.apache.hbase:hbase-client:jar:1.2.0-cdh5.7.0:compile [INFO] |  +- org.apache.hbase:hbase-annotations:jar:1.2.0-cdh5.7.0:compile [INFO] |  |  +- (com.github.stephenc.findbugs:findbugs-annotations:jar:1.3.9-1:compile - omitted for duplicate) [INFO] |  |  +- (log4j:log4j:jar:1.2.17:compile - omitted for duplicate) [INFO] |  |  \- (junit:junit:jar:4.12:compile - omitted for conflict with 4.11) [INFO] |  +- org.apache.hbase:hbase-common:jar:1.2.0-cdh5.7.0:compile [INFO] |  |  +- (org.apache.hbase:hbase-protocol:jar:1.2.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- (org.apache.hbase:hbase-annotations:jar:1.2.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- (com.google.guava:guava:jar:12.0.1:compile - omitted for duplicate) [INFO] |  |  +- (commons-logging:commons-logging:jar:1.2:compile - omitted for duplicate) [INFO] |  |  +- (commons-codec:commons-codec:jar:1.9:compile - omitted for duplicate) [INFO] |  |  +- (commons-lang:commons-lang:jar:2.6:compile - omitted for duplicate) [INFO] |  |  +- commons-collections:commons-collections:jar:3.2.2:compile [INFO] |  |  +- (commons-io:commons-io:jar:2.4:compile - omitted for duplicate) [INFO] |  |  +- (com.google.protobuf:protobuf-java:jar:2.5.0:compile - omitted for duplicate) [INFO] |  |  +- org.mortbay.jetty:jetty-util:jar:6.1.26.cloudera.4:compile [INFO] |  |  +- (org.apache.htrace:htrace-core:jar:3.2.0-incubating:compile - omitted for duplicate) [INFO] |  |  +- (org.apache.hadoop:hadoop-annotations:jar:2.6.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- (org.apache.hadoop:hadoop-common:jar:2.6.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- org.apache.hadoop:hadoop-core:jar:2.6.0-mr1-cdh5.7.0:compile [INFO] |  |  |  +- (commons-cli:commons-cli:jar:1.2:compile - omitted for duplicate) [INFO] |  |  |  +- (xmlenc:xmlenc:jar:0.52:compile - omitted for duplicate) [INFO] |  |  |  +- (commons-httpclient:commons-httpclient:jar:3.1:compile - omitted for duplicate) [INFO] |  |  |  +- (commons-codec:commons-codec:jar:1.4:compile - omitted for conflict with 1.9) [INFO] |  |  |  +- (commons-net:commons-net:jar:3.1:compile - omitted for duplicate) [INFO] |  |  |  +- (org.mortbay.jetty:jetty:jar:6.1.26.cloudera.2:compile - omitted for conflict with 6.1.26.cloudera.4) [INFO] |  |  |  +- (org.mortbay.jetty:jetty-util:jar:6.1.26.cloudera.2:compile - omitted for conflict with 6.1.26.cloudera.4) [INFO] |  |  |  +- tomcat:jasper-runtime:jar:5.5.23:compile [INFO] |  |  |  |  +- (javax.servlet:servlet-api:jar:2.4:compile - omitted for conflict with 2.5) [INFO] |  |  |  |  \- (commons-el:commons-el:jar:1.0:compile - omitted for duplicate) [INFO] |  |  |  +- tomcat:jasper-compiler:jar:5.5.23:compile [INFO] |  |  |  +- (org.codehaus.jackson:jackson-core-asl:jar:1.8.8:compile - omitted for duplicate) [INFO] |  |  |  +- (org.codehaus.jackson:jackson-mapper-asl:jar:1.8.8:compile - omitted for duplicate) [INFO] |  |  |  +- javax.servlet.jsp:jsp-api:jar:2.1:compile [INFO] |  |  |  +- commons-el:commons-el:jar:1.0:compile [INFO] |  |  |  |  \- (commons-logging:commons-logging:jar:1.0.3:compile - omitted for conflict with 1.2) [INFO] |  |  |  +- (net.java.dev.jets3t:jets3t:jar:0.6.1:compile - omitted for conflict with 0.9.0) [INFO] |  |  |  +- (javax.servlet:servlet-api:jar:2.5:compile - omitted for duplicate) [INFO] |  |  |  +- hsqldb:hsqldb:jar:1.8.0.10:compile [INFO] |  |  |  +- org.eclipse.jdt:core:jar:3.1.1:compile [INFO] |  |  |  \- (org.apache.zookeeper:zookeeper:jar:3.4.5-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- (com.github.stephenc.findbugs:findbugs-annotations:jar:1.3.9-1:compile - omitted for duplicate) [INFO] |  |  +- (log4j:log4j:jar:1.2.17:compile - omitted for duplicate) [INFO] |  |  \- (junit:junit:jar:4.12:compile - omitted for conflict with 4.11) [INFO] |  +- org.apache.hbase:hbase-protocol:jar:1.2.0-cdh5.7.0:compile [INFO] |  |  +- (org.apache.hbase:hbase-annotations:jar:1.2.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- (com.google.protobuf:protobuf-java:jar:2.5.0:compile - omitted for duplicate) [INFO] |  |  +- (commons-logging:commons-logging:jar:1.2:compile - omitted for duplicate) [INFO] |  |  +- (com.github.stephenc.findbugs:findbugs-annotations:jar:1.3.9-1:compile - omitted for duplicate) [INFO] |  |  +- (log4j:log4j:jar:1.2.17:compile - omitted for duplicate) [INFO] |  |  \- (junit:junit:jar:4.12:compile - omitted for conflict with 4.11) [INFO] |  +- commons-codec:commons-codec:jar:1.9:compile [INFO] |  +- commons-io:commons-io:jar:2.4:compile [INFO] |  +- commons-lang:commons-lang:jar:2.6:compile [INFO] |  +- commons-logging:commons-logging:jar:1.2:compile [INFO] |  +- com.google.guava:guava:jar:12.0.1:compile [INFO] |  |  \- com.google.code.findbugs:jsr305:jar:1.3.9:compile [INFO] |  +- com.google.protobuf:protobuf-java:jar:2.5.0:compile [INFO] |  +- io.netty:netty-all:jar:4.0.23.Final:compile [INFO] |  +- org.apache.zookeeper:zookeeper:jar:3.4.5-cdh5.7.0:compile [INFO] |  |  +- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for conflict with 1.7.12) [INFO] |  |  +- org.slf4j:slf4j-log4j12:jar:1.7.5:compile [INFO] |  |  |  +- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  |  \- (log4j:log4j:jar:1.2.17:compile - omitted for duplicate) [INFO] |  |  \- (log4j:log4j:jar:1.2.17:compile - omitted for duplicate) [INFO] |  +- org.apache.htrace:htrace-core:jar:3.2.0-incubating:compile [INFO] |  +- org.codehaus.jackson:jackson-mapper-asl:jar:1.8.8:compile [INFO] |  |  \- org.codehaus.jackson:jackson-core-asl:jar:1.8.8:compile [INFO] |  +- org.jruby.jcodings:jcodings:jar:1.0.8:compile [INFO] |  +- org.jruby.joni:joni:jar:2.1.2:compile [INFO] |  |  \- (org.jruby.jcodings:jcodings:jar:1.0.8:compile - omitted for duplicate) [INFO] |  +- com.yammer.metrics:metrics-core:jar:2.2.0:compile [INFO] |  |  \- (org.slf4j:slf4j-api:jar:1.7.2:compile - omitted for conflict with 1.7.5) [INFO] |  +- org.apache.hadoop:hadoop-common:jar:2.6.0-cdh5.7.0:compile [INFO] |  |  +- (org.apache.hadoop:hadoop-annotations:jar:2.6.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- (com.google.guava:guava:jar:11.0.2:compile - omitted for conflict with 12.0.1) [INFO] |  |  +- commons-cli:commons-cli:jar:1.2:compile [INFO] |  |  +- org.apache.commons:commons-math3:jar:3.1.1:compile [INFO] |  |  +- xmlenc:xmlenc:jar:0.52:compile [INFO] |  |  +- commons-httpclient:commons-httpclient:jar:3.1:compile [INFO] |  |  |  +- (commons-logging:commons-logging:jar:1.0.4:compile - omitted for conflict with 1.2) [INFO] |  |  |  \- (commons-codec:commons-codec:jar:1.2:compile - omitted for conflict with 1.9) [INFO] |  |  +- (commons-codec:commons-codec:jar:1.4:compile - omitted for conflict with 1.9) [INFO] |  |  +- (commons-io:commons-io:jar:2.4:compile - omitted for duplicate) [INFO] |  |  +- commons-net:commons-net:jar:3.1:compile [INFO] |  |  +- (commons-collections:commons-collections:jar:3.2.2:compile - omitted for duplicate) [INFO] |  |  +- org.mortbay.jetty:jetty:jar:6.1.26.cloudera.4:compile [INFO] |  |  |  \- (org.mortbay.jetty:jetty-util:jar:6.1.26.cloudera.4:compile - omitted for duplicate) [INFO] |  |  +- (org.mortbay.jetty:jetty-util:jar:6.1.26.cloudera.4:compile - omitted for duplicate) [INFO] |  |  +- com.sun.jersey:jersey-core:jar:1.9:compile [INFO] |  |  +- com.sun.jersey:jersey-json:jar:1.9:compile [INFO] |  |  |  +- org.codehaus.jettison:jettison:jar:1.1:compile [INFO] |  |  |  +- com.sun.xml.bind:jaxb-impl:jar:2.2.3-1:compile [INFO] |  |  |  |  \- javax.xml.bind:jaxb-api:jar:2.2.2:compile [INFO] |  |  |  |     +- javax.xml.stream:stax-api:jar:1.0-2:compile [INFO] |  |  |  |     \- javax.activation:activation:jar:1.1:compile [INFO] |  |  |  +- (org.codehaus.jackson:jackson-core-asl:jar:1.8.3:compile - omitted for conflict with 1.8.8) [INFO] |  |  |  +- (org.codehaus.jackson:jackson-mapper-asl:jar:1.8.3:compile - omitted for conflict with 1.8.8) [INFO] |  |  |  +- org.codehaus.jackson:jackson-jaxrs:jar:1.8.3:compile [INFO] |  |  |  |  +- (org.codehaus.jackson:jackson-core-asl:jar:1.8.3:compile - omitted for conflict with 1.8.8) [INFO] |  |  |  |  \- (org.codehaus.jackson:jackson-mapper-asl:jar:1.8.3:compile - omitted for conflict with 1.8.8) [INFO] |  |  |  +- org.codehaus.jackson:jackson-xc:jar:1.8.3:compile [INFO] |  |  |  |  +- (org.codehaus.jackson:jackson-core-asl:jar:1.8.3:compile - omitted for conflict with 1.8.8) [INFO] |  |  |  |  \- (org.codehaus.jackson:jackson-mapper-asl:jar:1.8.3:compile - omitted for conflict with 1.8.8) [INFO] |  |  |  \- (com.sun.jersey:jersey-core:jar:1.9:compile - omitted for duplicate) [INFO] |  |  +- (commons-el:commons-el:jar:1.0:compile - scope updated from runtime; omitted for duplicate) [INFO] |  |  +- (commons-logging:commons-logging:jar:1.1.3:compile - omitted for conflict with 1.2) [INFO] |  |  +- (log4j:log4j:jar:1.2.17:compile - omitted for duplicate) [INFO] |  |  +- net.java.dev.jets3t:jets3t:jar:0.9.0:compile [INFO] |  |  |  +- (commons-codec:commons-codec:jar:1.4:compile - omitted for conflict with 1.9) [INFO] |  |  |  +- (commons-logging:commons-logging:jar:1.1.1:compile - omitted for conflict with 1.2) [INFO] |  |  |  +- (org.apache.httpcomponents:httpclient:jar:4.1.2:compile - omitted for conflict with 4.2.5) [INFO] |  |  |  +- org.apache.httpcomponents:httpcore:jar:4.1.2:compile [INFO] |  |  |  \- com.jamesmurty.utils:java-xmlbuilder:jar:0.4:compile [INFO] |  |  +- (commons-lang:commons-lang:jar:2.6:compile - omitted for duplicate) [INFO] |  |  +- commons-configuration:commons-configuration:jar:1.6:compile [INFO] |  |  |  +- (commons-collections:commons-collections:jar:3.2.1:compile - omitted for conflict with 3.2.2) [INFO] |  |  |  +- (commons-lang:commons-lang:jar:2.4:compile - omitted for conflict with 2.6) [INFO] |  |  |  +- (commons-logging:commons-logging:jar:1.1.1:compile - omitted for conflict with 1.2) [INFO] |  |  |  +- commons-digester:commons-digester:jar:1.8:compile [INFO] |  |  |  |  +- commons-beanutils:commons-beanutils:jar:1.7.0:compile [INFO] |  |  |  |  |  \- (commons-logging:commons-logging:jar:1.0.3:compile - omitted for conflict with 1.2) [INFO] |  |  |  |  \- (commons-logging:commons-logging:jar:1.1:compile - omitted for conflict with 1.2) [INFO] |  |  |  \- commons-beanutils:commons-beanutils-core:jar:1.8.0:compile [INFO] |  |  |     \- (commons-logging:commons-logging:jar:1.1.1:compile - omitted for conflict with 1.2) [INFO] |  |  +- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  +- (org.slf4j:slf4j-log4j12:jar:1.7.5:runtime - omitted for duplicate) [INFO] |  |  +- (org.codehaus.jackson:jackson-core-asl:jar:1.8.8:compile - omitted for duplicate) [INFO] |  |  +- (org.codehaus.jackson:jackson-mapper-asl:jar:1.8.8:compile - omitted for duplicate) [INFO] |  |  +- org.apache.avro:avro:jar:1.7.6-cdh5.7.0:compile [INFO] |  |  |  +- (org.codehaus.jackson:jackson-core-asl:jar:1.8.8:compile - omitted for duplicate) [INFO] |  |  |  +- (org.codehaus.jackson:jackson-mapper-asl:jar:1.8.8:compile - omitted for duplicate) [INFO] |  |  |  +- com.thoughtworks.paranamer:paranamer:jar:2.3:compile [INFO] |  |  |  +- org.xerial.snappy:snappy-java:jar:1.0.4.1:compile [INFO] |  |  |  +- (org.apache.commons:commons-compress:jar:1.4.1:compile - omitted for duplicate) [INFO] |  |  |  \- (org.slf4j:slf4j-api:jar:1.6.4:compile - omitted for conflict with 1.7.5) [INFO] |  |  +- (com.google.protobuf:protobuf-java:jar:2.5.0:compile - omitted for duplicate) [INFO] |  |  +- com.google.code.gson:gson:jar:2.2.4:compile [INFO] |  |  +- (org.apache.hadoop:hadoop-auth:jar:2.6.0-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  +- com.jcraft:jsch:jar:0.1.42:compile [INFO] |  |  +- org.apache.curator:curator-client:jar:2.7.1:compile [INFO] |  |  |  +- (org.slf4j:slf4j-api:jar:1.7.6:compile - omitted for conflict with 1.7.5) [INFO] |  |  |  +- (org.apache.zookeeper:zookeeper:jar:3.4.6:compile - omitted for conflict with 3.4.5-cdh5.7.0) [INFO] |  |  |  \- (com.google.guava:guava:jar:16.0.1:compile - omitted for conflict with 12.0.1) [INFO] |  |  +- (org.apache.curator:curator-recipes:jar:2.7.1:compile - omitted for conflict with 2.12.0)[INFO] |  |  +- (com.google.code.findbugs:jsr305:jar:3.0.0:compile - omitted for conflict with 1.3.9) [INFO] |  |  +- org.apache.htrace:htrace-core4:jar:4.0.1-incubating:compile [INFO] |  |  +- (org.apache.zookeeper:zookeeper:jar:3.4.5-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  \- org.apache.commons:commons-compress:jar:1.4.1:compile [INFO] |  |     \- org.tukaani:xz:jar:1.0:compile [INFO] |  +- org.apache.hadoop:hadoop-annotations:jar:2.6.0-cdh5.7.0:compile [INFO] |  +- org.apache.hadoop:hadoop-auth:jar:2.6.0-cdh5.7.0:compile [INFO] |  |  +- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  +- (commons-codec:commons-codec:jar:1.4:compile - omitted for conflict with 1.9) [INFO] |  |  +- (log4j:log4j:jar:1.2.17:runtime - omitted for duplicate) [INFO] |  |  +- (org.slf4j:slf4j-log4j12:jar:1.7.5:runtime - omitted for duplicate) [INFO] |  |  +- org.apache.httpcomponents:httpclient:jar:4.2.5:compile [INFO] |  |  |  +- (org.apache.httpcomponents:httpcore:jar:4.2.4:compile - omitted for conflict with 4.1.2) [INFO] |  |  |  +- (commons-logging:commons-logging:jar:1.1.1:compile - omitted for conflict with 1.2) [INFO] |  |  |  \- (commons-codec:commons-codec:jar:1.6:compile - omitted for conflict with 1.9) [INFO] |  |  +- org.apache.directory.server:apacheds-kerberos-codec:jar:2.0.0-M15:compile [INFO] |  |  |  +- org.apache.directory.server:apacheds-i18n:jar:2.0.0-M15:compile [INFO] |  |  |  |  \- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  |  +- org.apache.directory.api:api-asn1-api:jar:1.0.0-M20:compile [INFO] |  |  |  |  \- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  |  +- org.apache.directory.api:api-util:jar:1.0.0-M20:compile [INFO] |  |  |  |  \- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  |  \- (org.slf4j:slf4j-api:jar:1.7.5:compile - omitted for duplicate) [INFO] |  |  +- (org.apache.zookeeper:zookeeper:jar:3.4.5-cdh5.7.0:compile - omitted for duplicate) [INFO] |  |  \- org.apache.curator:curator-framework:jar:2.7.1:compile [INFO] |  |     +- (org.apache.curator:curator-client:jar:2.7.1:compile - omitted for duplicate) [INFO] |  |     +- (org.apache.zookeeper:zookeeper:jar:3.4.6:compile - omitted for conflict with 3.4.5-cdh5.7.0) [INFO] |  |     \- (com.google.guava:guava:jar:16.0.1:compile - omitted for conflict with 12.0.1) [INFO] |  +- com.github.stephenc.findbugs:findbugs-annotations:jar:1.3.9-1:compile [INFO] |  \- (junit:junit:jar:4.12:compile - omitted for conflict with 4.11) [INFO] +- log4j:log4j:jar:1.2.17:compile [INFO] +- com.alibaba:fastjson:jar:1.2.29:compile [INFO] \- io.codis.jodis:jodis:jar:0.4.1:compile [INFO]    +- redis.clients:jedis:jar:2.9.0:compile [INFO]    |  \- org.apache.commons:commons-pool2:jar:2.4.2:compile [INFO]    +- org.apache.curator:curator-recipes:jar:2.12.0:compile[INFO]    |  \- (org.apache.curator:curator-framework:jar:2.12.0:compile - omitted for conflict with 2.7.1) [INFO]    +- org.slf4j:slf4j-api:jar:1.7.12:compile [INFO]    +- (com.google.guava:guava:jar:19.0:compile - omitted for conflict with 12.0.1) [INFO]    \- com.fasterxml.jackson.core:jackson-databind:jar:2.7.1-1:compile [INFO]       +- com.fasterxml.jackson.core:jackson-annotations:jar:2.7.0:compile [INFO]       \- com.fasterxml.jackson.core:jackson-core:jar:2.7.1:compile [INFO] ------------------------------------------------------------------------ [INFO] BUILD SUCCESS [INFO] ------------------------------------------------------------------------ [INFO] Total time: 5.980 s [INFO] Finished at: 2018-05-25T10:02:25+08:00 [INFO] Final Memory: 20M/305M [INFO] ------------------------------------------------------------------------

发现Hbase与Codis依赖了不同版本的 curator-recipes.

解除依赖冲突

修改pom.xml文件:

<dependencies>    <dependency>      <groupId>org.apache.hbase</groupId>      <artifactId>hbase-client</artifactId>      <version>1.2.0-cdh5.7.0</version>    </dependency>    <dependency>      <groupId>io.codis.jodis</groupId>      <artifactId>jodis</artifactId>      <version>0.4.1</version>      <exclusions>      <exclusion>        <groupId>org.apache.curator</groupId>        <artifactId>curator-recipes</artifactId>      </exclusion>      </exclusions>    </dependency>  </dependencies>

如此,即可编码开发了。

(完)


分享是一种美德!



















想对你说:“


      天越来越多,明天越来越少,这就叫人生。







            你之所以觉得时间一年比一年过得快,






       是因为时间对你一年比一年重要。


             别因为害怕孤单而凑合着相拥,



      也别因为一时的别无选择而将就的活着,




           总要有一段路,需要你独自走过。






      愿你是阳光,明媚不忧伤。”


















Hbase|Kylin|Hive|Impala|Spark|Phoenix ect.


虽没官方认证

将最好的祝福送给正在阅读的你,感恩!

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