Spark查询/保存Hive数据，在Hadoop集群升级后遇到如下异常

1. NoSuchMethodError: org.apache.thrift.transport.TSocket.(Lorg/apache/thrift/TConfiguration;Ljava/lang/String;II)V
2. RuntimeException: Unable to instantiate org.apache.hadoop.hive.ql.metadata.SessionHiveMetaStoreClient

原因Spark应用中使用了org.apache.thrift libthrift依赖包新版本不兼容老版本。比如老版本是0.9.3，Hadoop版本升级后，libthrift版本为0.16.0，需要调整pom中的依赖。示例如下：

<dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-hive_${scala.binary.version}</artifactId>
            <version>${spark.version}</version>
            <exclusions>                
                <exclusion>
                    <groupId>org.apache.thrift</groupId>
                    <artifactId>libthrift</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.thrift</groupId>
            <artifactId>libthrift</artifactId>
            <version>0.16.0</version>
        </dependency>