记一次cdh6.3.2版本spark写入phoniex的错误：Incompatible jars detected between client and server. Ensure that phoenix-[version]-server.jar is put on the classpath of HBase in every region server:

Caused by: java.lang.reflect.InvocationTargetException
	at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
	at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
	at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
	at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
	at com.wanmi.sbc.dw.spark.app.RecommendAnalysisApp$$anonfun$run$2.apply(RecommendAnalysisApp.scala:33)
	at com.wanmi.sbc.dw.spark.app.RecommendAnalysisApp$$anonfun$run$2.apply(RecommendAnalysisApp.scala:33)
	at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
	at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
	at scala.collection.mutable.HashSet.foreach(HashSet.scala:78)
	at scala.collection.TraversableLike$class.map(TraversableLike.scala:234)
	at scala.collection.mutable.AbstractSet.scala$collection$SetLike$$super$map(Set.scala:46)
	at scala.collection.SetLike$class.map(SetLike.scala:92)
	at scala.collection.mutable.AbstractSet.map(Set.scala:46)
	at com.wanmi.sbc.dw.spark.app.RecommendAnalysisApp$.run(RecommendAnalysisApp.scala:33)
	at com.wanmi.sbc.dw.spark.app.RecommendAnalysisApp.run(RecommendAnalysisApp.scala)
	... 11 more
Caused by: java.sql.SQLException: ERROR 2006 (INT08): Incompatible jars detected between client and server. Ensure that phoenix-[version]-server.jar is put on the classpath of HBase in every region server: Can't find method newStub in org.apache.phoenix.coprocessor.generated.MetaDataProtos$MetaDataService!
	at org.apache.phoenix.exception.SQLExceptionCode$Factory$1.newException(SQLExceptionCode.java:494)
	at org.apache.phoenix.exception.SQLExceptionInfo.buildException(SQLExceptionInfo.java:150)
	at org.apache.phoenix.query.ConnectionQueryServicesImpl.checkClientServerCompatibility(ConnectionQueryServicesImpl.java:1326)
	at org.apache.phoenix.query.ConnectionQueryServicesImpl.ensureTableCreated(ConnectionQueryServicesImpl.java:1162)
	at org.apache.phoenix.query.ConnectionQueryServicesImpl.createTable(ConnectionQueryServicesImpl.java:1501)
	at org.apache.phoenix.query.DelegateConnectionQueryServices.createTable(DelegateConnectionQueryServices.java:119)
	at org.apache.phoenix.schema.MetaDataClient.createTableInternal(MetaDataClient.java:2721)
	at org.apache.phoenix.schema.MetaDataClient.createTable(MetaDataClient.java:1114)
	at org.apache.phoenix.compile.CreateTableCompiler$1.execute(CreateTableCompiler.java:192)
	at org.apache.phoenix.jdbc.PhoenixStatement$2.call(PhoenixStatement.java:408)
	at org.apache.phoenix.jdbc.PhoenixStatement$2.call(PhoenixStatement.java:391)
	at org.apache.phoenix.call.CallRunner.run(CallRunner.java:53)
	at org.apache.phoenix.jdbc.PhoenixStatement.executeMutation(PhoenixStatement.java:390)
	at org.apache.phoenix.jdbc.PhoenixStatement.executeMutation(PhoenixStatement.java:378)
	at org.apache.phoenix.jdbc.PhoenixStatement.executeUpdate(PhoenixStatement.java:1806)
	at org.apache.phoenix.query.ConnectionQueryServicesImpl$12.call(ConnectionQueryServicesImpl.java:2569)
	at org.apache.phoenix.query.ConnectionQueryServicesImpl$12.call(ConnectionQueryServicesImpl.java:2532)
	at org.apache.phoenix.util.PhoenixContextExecutor.call(PhoenixContextExecutor.java:76)
	at org.apache.phoenix.query.ConnectionQueryServicesImpl.init(ConnectionQueryServicesImpl.java:2532)
	at org.apache.phoenix.jdbc.PhoenixDriver.getConnectionQueryServices(PhoenixDriver.java:255)
	at org.apache.phoenix.jdbc.PhoenixEmbeddedDriver.createConnection(PhoenixEmbeddedDriver.java:150)
	at org.apache.phoenix.jdbc.PhoenixDriver.connect(PhoenixDriver.java:221)
	at java.sql.DriverManager.getConnection(DriverManager.java:664)
	at java.sql.DriverManager.getConnection(DriverManager.java:208)
	at org.apache.phoenix.mapreduce.util.ConnectionUtil.getConnection(ConnectionUtil.java:113)
	at org.apache.phoenix.mapreduce.util.ConnectionUtil.getInputConnection(ConnectionUtil.java:58)
	at org.apache.phoenix.mapreduce.util.PhoenixConfigurationUtil.getSelectColumnMetadataList(PhoenixConfigurationUtil.java:354)
	at org.apache.phoenix.spark.PhoenixRDD.toDataFrame(PhoenixRDD.scala:118)
	at org.apache.phoenix.spark.SparkSqlContextFunctions.phoenixTableAsDataFrame(SparkSqlContextFunctions.scala:39)
	at com.wanmi.sbc.dw.spark.recommend.db.PhoenixDb.select(PhoenixDb.scala:40)
	at com.wanmi.sbc.dw.spark.recommend.CommonDimensionData.user_recommend_goods_data$lzycompute(CommonDimensionData.scala:222)
	at com.wanmi.sbc.dw.spark.recommend.CommonDimensionData.user_recommend_goods_data(CommonDimensionData.scala:222)
	at com.wanmi.sbc.dw.spark.recommend.CommonDimensionData.<init>(CommonDimensionData.scala:254)
	at com.wanmi.sbc.dw.spark.recommend.DataAnalysis.<init>(DataAnalysis.scala:16)
	at com.wanmi.sbc.dw.spark.recommend.hot.HotGoodsRecommend.<init>(HotGoodsRecommend.scala:19)
	... 26 more
Caused by: java.lang.IllegalArgumentException: Can't find method newStub in org.apache.phoenix.coprocessor.generated.MetaDataProtos$MetaDataService!
	at org.apache.hadoop.hbase.util.Methods.call(Methods.java:47)
	at org.apache.hadoop.hbase.protobuf.ProtobufUtil.newServiceStub(ProtobufUtil.java:1537)
	at org.apache.hadoop.hbase.client.HTable$12.call(HTable.java:996)
	at java.util.concurrent.FutureTask.run(FutureTask.java:266)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
	at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.NoSuchMethodException: org.apache.phoenix.coprocessor.generated.MetaDataProtos$MetaDataService.newStub(org.apache.hadoop.hbase.shaded.com.google.protobuf.RpcChannel)
	at java.lang.Class.getMethod(Class.java:1786)
	at org.apache.hadoop.hbase.util.Methods.call(Methods.java:39)

使用parall包安装的phoniex

在cdh集群执行spark读取phoniex数据是报上面错误

spark-shell --jars hdfs://hdfs地址:8020/spark/yarn/phoenix-core-5.0.0-HBase-2.0.jar,hdfs://hdfs地址:8020/spark/yarn/phoenix-spark-5.0.0-HBase-2.0.jar,hdfs://hdfs地址:8020/spark/yarn/hppc-0.7.2.jar,hdfs://hdfs地址:8020/spark/yarn/htrace-core-3.0.4.jar,hdfs://hdfs地址:8020/spark/yarn/htrace-core-3.1.0-incubating.jar,hdfs://hdfs地址:8020/spark/yarn/htrace-core-3.2.0-incubating.jar,hdfs://hdfs地址:8020/spark/yarn/htrace-core4-4.2.0-incubating.jar,hdfs://hdfs地址:8020/spark/yarn/tephra-api-0.6.0.jar,hdfs://hdfs地址:8020/spark/yarn/tephra-core-0.6.0.jar,hdfs://hdfs地址:8020/spark/yarn/tephra-api-0.14.0-incubating.jar,hdfs://hdfs地址:8020/spark/yarn/tephra-core-0.14.0-incubating.jar,hdfs://hdfs地址:8020/spark/yarn/twill-zookeeper-0.8.0.jar,hdfs://hdfs地址:8020/spark/yarn/twill-api-0.8.0.jar,hdfs://hdfs地址:8020/spark/yarn/twill-common-0.8.0.jar,hdfs://hdfs地址:8020/spark/yarn/twill-core-0.8.0.jar,hdfs://hdfs地址:8020/spark/yarn/twill-discovery-api-0.8.0.jar,hdfs://hdfs地址:8020/spark/yarn/twill-discovery-core-0.8.0.jar,hdfs://hdfs地址:8020/spark/yarn/disruptor-3.3.6.jar,hdfs://hdfs地址:8020/spark/yarn/antlr4-runtime-4.7.jar,hdfs://hdfs地址:8020/spark/yarn/antlr-2.7.7.jar,hdfs://hdfs地址:8020/spark/yarn/antlr-runtime-3.4.jar,hdfs://hdfs地址:8020/spark/yarn/antlr-runtime-3.5.2.jar

使用idea开发环境没问题

排查了1天，最大可能是cdh的 hbase的jar包依赖冲突的问题

选择将hbase服务依赖去掉，spark启动不加载hbase的classpath

将hbase相关jar copy到spark的classpath ，在运行代码成功了

cp $HBASE_HOME/lib/hbase-* $SPARK_HOME/jars

val df= spark.read.format("org.apache.phoenix.spark").options(Map("table" -> "RECOMMEND.HOT_GOODS_RECOMMEND", "zkUrl" -> "master:2181", "skipNormalizingIdentifier" -> "true")).load()

　成功读取

太南了！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！！