org/apache/spark/Logging Hbase-Spark 问题

Question

我想在spark上处理数据，然后插入到HBase中。我在用 Hbase-Spark (Apache HBase) 库 (https://mvnrepository.com/artifact/org.apache.hbase/hbase-spark/2.0.0-alpha4)

我得到以下异常，

Caused by: java.lang.NoClassDefFoundError: org/apache/spark/Logging
    at java.lang.ClassLoader.defineClass1(Native Method)
    at java.lang.ClassLoader.defineClass(ClassLoader.java:763)
    at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
    at java.net.URLClassLoader.defineClass(URLClassLoader.java:467)
    at java.net.URLClassLoader.access0(URLClassLoader.java:73)
    at java.net.URLClassLoader.run(URLClassLoader.java:368)
    at java.net.URLClassLoader.run(URLClassLoader.java:362)
    at java.security.AccessController.doPrivileged(Native Method)
    at java.net.URLClassLoader.findClass(URLClassLoader.java:361)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
    at org.apache.hadoop.hbase.spark.JavaHBaseContext.<init>(JavaHBaseContext.scala:46)
    at job.sqoop_process.HostLookupGenerator.insert(HostLookupGenerator.java:44)
    at job.sqoop_process.SparkSqoopJob.process(SparkSqoopJob.java:17)
    at job.spark.SparkExecutor$Executor.execute(SparkExecutor.java:75)
    at job.spark.SparkExecutor.main(SparkExecutor.java:37)
    at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
    at java.lang.reflect.Method.invoke(Method.java:498)
    at org.apache.spark.deploy.yarn.ApplicationMaster$$anon.run(ApplicationMaster.scala:721)

问题是 HBase-Spark-2.0.0-alpha4 版本使用了 spark Logging class，它在 Spark-2.3.1 中已弃用。

谁能帮我解决这个问题。

注意：我使用的是 Spark 2.3.1 和 HBase 1.2.6.1

Answer 1

我正在使用 Spark 2。2.x 我遇到了同样的问题。我忘记了我设法摆脱了以下哪些依赖项，但请查看您的配置中缺少哪个并尝试添加它。我应该工作。我相信这是火花流：

 <dependency>
      <groupId>commons-logging</groupId>
      <artifactId>commons-logging</artifactId>
      <version>1.1.1</version>
    </dependency>
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-core_2.11</artifactId>
      <version>${spark.version}</version>
    </dependency>
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-streaming_2.11</artifactId>
      <version>${spark.version}</version>
    </dependency>
    <dependency>
      <groupId>org.scala-lang</groupId>
      <artifactId>scala-library</artifactId>
      <version>${scala.version}</version>
    </dependency>
    <dependency>
      <groupId>org.apache.hbase</groupId>
      <artifactId>hbase-client</artifactId>
      <version>${hbase.version}</version>
    </dependency>
    <dependency>
      <groupId>org.apache.hbase</groupId>
      <artifactId>hbase-spark</artifactId>
      <version>${hbase-spark.version}</version>
    </dependency>
    <dependency>
      <groupId>org.apache.hbase</groupId>
      <artifactId>hbase-mapreduce</artifactId>
      <version>${hbase-spark.version}</version>
    </dependency>

Answer 2

截至今天，我可以使用 https://mvnrepository.com/artifact/org.apache.hbase.connectors.spark/hbase-spark/1.0.0

上提供的版本解决它

<!-- https://mvnrepository.com/artifact/org.apache.hbase.connectors.spark/hbase-spark -->
<dependency>
    <groupId>org.apache.hbase.connectors.spark</groupId>
    <artifactId>hbase-spark</artifactId>
    <version>1.0.0</version>
</dependency>

org/apache/spark/Logging Hbase-Spark 问题

org/apache/spark/Logging issue on Hbase-Spark

hbase

apache-spark