我尝试使用orctablesource并从HDFS读取文件。
String fileName = "hdfs://master.host/data/groot.db/events/dt=2017-11-24/000044_0";
Configuration config = new Configuration();
OrcTableSource orcTableSource = OrcTableSource.builder()
// path to ORC file(s)
.path(fileName)
// schema of ORC files
.forOrcSchema(Schema.schema)
// Hadoop configuration
.withConfiguration(config)
// build OrcTableSource
.build();
但是,当我启动它时,我会发现异常。
Caused by: org.apache.flink.core.fs.UnsupportedFileSystemSchemeException: Could not find a file system implementation for scheme 'hdfs'. The scheme is not directly supported by Flink and no Hadoop file system to support this scheme could be loaded.
at org.apache.flink.core.fs.FileSystem.getUnguardedFileSystem(FileSystem.java:405)
at org.apache.flink.core.fs.FileSystem.get(FileSystem.java:320)
at org.apache.flink.core.fs.Path.getFileSystem(Path.java:293)
at org.apache.flink.api.common.io.FileInputFormat.createInputSplits(FileInputFormat.java:472)
at org.apache.flink.api.common.io.FileInputFormat.createInputSplits(FileInputFormat.java:62)
at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.<init>(ExecutionJobVertex.java:248)
... 22 more
Caused by: org.apache.flink.core.fs.UnsupportedFileSystemSchemeException: Cannot support file system for 'hdfs' via Hadoop, because Hadoop is not in the classpath, or some classes are missing from the classpath.
at org.apache.flink.runtime.fs.hdfs.HadoopFsFactory.create(HadoopFsFactory.java:179)
at org.apache.flink.core.fs.FileSystem.getUnguardedFileSystem(FileSystem.java:401)
... 27 more
Caused by: java.lang.NoClassDefFoundError: Could not initialize class org.apache.hadoop.hdfs.HdfsConfiguration
at org.apache.flink.runtime.util.HadoopUtils.getHadoopConfiguration(HadoopUtils.java:49)
at org.apache.flink.runtime.fs.hdfs.HadoopFsFactory.create(HadoopFsFactory.java:85)
... 28 more
我的pom.xml是
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>ru.ivi</groupId>
<artifactId>hdfs2ch</artifactId>
<version>1.0-SNAPSHOT</version>
<repositories>
<repository>
<id>apache.snapshots</id>
<name>Apache Development Snapshot Repository</name>
<url>https://repository.apache.org/content/repositories/snapshots/</url>
<releases>
<enabled>false</enabled>
</releases>
<snapshots>
<enabled>true</enabled>
</snapshots>
</repository>
</repositories>
<dependencies>
<!-- https://mvnrepository.com/artifact/org.apache.flink/flink-core -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-core</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-java</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-java_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-java_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-table_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-clients_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-connector-filesystem_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-orc_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-jdbc</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.flink/flink-table -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-table_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.flink/flink-scala -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-scala_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.flink/flink-streaming-scala -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-scala_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-hadoop-fs</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-core -->
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-core</artifactId>
<version>1.2.1</version>
</dependency>
<dependency>
<groupId>ru.yandex.clickhouse</groupId>
<artifactId>clickhouse-jdbc</artifactId>
<version>0.1.34</version>
<scope>system</scope>
<systemPath>
/home/akonyaev/git/clickhouse-jdbc/target/clickhouse-jdbc-0.1-SNAPSHOT-jar-with-dependencies.jar
</systemPath>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-hdfs -->
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>2.6.0</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-hdfs -->
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<version>2.6.0</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-connector-filesystem_2.11</artifactId>
<version>1.5-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.postgresql</groupId>
<artifactId>postgresql</artifactId>
<version>42.1.4</version>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<source>1.8</source>
<target>1.8</target>
</configuration>
</plugin>
<plugin>
<artifactId>maven-assembly-plugin</artifactId>
<configuration>
<archive>
<manifest>
<mainClass>hdfs2ch.Migrate</mainClass>
</manifest>
</archive>
<descriptorRefs>
<descriptorRef>jar-with-dependencies</descriptorRef>
</descriptorRefs>
</configuration>
<executions>
<execution>
<id>make-assembly</id> <!-- this is used for inheritance merges -->
<phase>package</phase> <!-- bind to the packaging phase -->
<goals>
<goal>single</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>
我添加了图书馆" Flink-Hadoop-fs",但这并没有帮助我。
对我将在ClassPath中添加的内容有任何想法吗?
我使用Flink 1.5-Snapshot
谢谢!z
为我解决。这是Maven问题。
重新格式化我的pom.xml并删除不需要的依赖性,它起作用
我正在从eclipse内运行我的flink作业,并遇到此错误。添加 flink Shaded-Hadoop2 Maven依赖关系为我解决了。