在生产环境中运行时发生storm拓扑故障

h7appiyu  于 2021-06-24  发布在  Storm
关注(0)|答案(4)|浏览(386)

嗨,我有一个运行风暴集群的问题。类似于
我的拓扑定义为:

package com.abc.newsclassification;

            import StormBase.KnowledgeGraph.ClassifierBolt;
            import StormBase.KnowledgeGraph.ClientSpecificTwitterSpout;
            import StormBase.KnowledgeGraph.LiveTwitterSpout;
            import StormBase.KnowledgeGraph.NewsTwitterSpout;
            import StormBase.KnowledgeGraph.TwitterTrainingBolt;
            import StormBase.KnowledgeGraph.UrlExtractorBolt;
            import backtype.storm.Config;
            import backtype.storm.LocalCluster;
            import backtype.storm.StormSubmitter;
            import backtype.storm.generated.AlreadyAliveException;
            import backtype.storm.generated.InvalidTopologyException;
            import backtype.storm.topology.TopologyBuilder;
            import backtype.storm.tuple.Fields;

            public class ClassifierTopology {

                public static void main(String[] args) throws Exception {
                    TopologyBuilder builder = new TopologyBuilder();

        // add a spout
                    builder.setSpout("spout", new NewsTwitterSpout(), 1);
                // configure 
                    Config conf = new Config();
                    conf.setDebug(false);

                    // submit it to the cluster, or submit it locally
                        conf.setMaxTaskParallelism(10);
                        LocalCluster cluster = new LocalCluster();
                                    System.out.println(conf.entrySet());
                        cluster.submitTopology("testTopology", conf,
                                builder.createTopology());

                }
            }

     ------------------------------------------------------------------------------------------------------
 **END OF FILE**
     ------------------------------------------------------------------------------------------------------

pom.xml文件:

<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>StormBase</groupId>
                <artifactId>KnowledgeGraph</artifactId>
                <version>0.0.1-SNAPSHOT</version>
                <packaging>jar</packaging>

                <name>KnowledgeGraph</name>
                <url>http://maven.apache.org</url>

                <properties>
                    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
                </properties>

                <repositories>
                    <repository>
                        <id>clojars.org</id>
                        <url>http://clojars.org/repo</url>
                    </repository>
                </repositories>
                <build>
                    <plugins>
                        <plugin>
                            <groupId>org.apache.maven.plugins</groupId>
                            <artifactId>maven-compiler-plugin</artifactId>
                            <configuration>
                                <source>1.6</source>
                                <target>1.6</target>
                            </configuration>
                        </plugin>
                        <plugin>
                            <artifactId>maven-assembly-plugin</artifactId>
                            <configuration>
                                <archive>
                                    <manifest>
                                        <mainClass>com.abc.newsclassification.ClassifierTopology</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>

                <dependencies>
                    <dependency>
                        <groupId>junit</groupId>
                        <artifactId>junit</artifactId>
                        <version>3.8.1</version>
                        <scope>test</scope>
                    </dependency>

                    <dependency>
                        <groupId>org.slf4j</groupId>
                        <artifactId>slf4j-jdk14</artifactId>
                        <version>1.6.1</version>
                    </dependency>
                    <dependency>
                        <groupId>org.slf4j</groupId>
                        <artifactId>slf4j-nop</artifactId>
                        <version>1.6.0</version>
                        <exclusions>
                            <exclusion>
                                <groupId>org.slf4j</groupId>
                                <artifactId>slf4j-api</artifactId>
                            </exclusion>
                        </exclusions>
                    </dependency>

                    <dependency>
                        <groupId>storm</groupId>
                        <artifactId>storm</artifactId>
                        <version>0.8.2</version>
                    </dependency>
                    <dependency>
                        <groupId>org.apache.zookeeper</groupId>
                        <artifactId>zookeeper</artifactId>
                        <version>3.3.3</version>
                        <exclusions>
                            <exclusion>
                                <groupId>com.sun.jmx</groupId>
                                <artifactId>jmxri</artifactId>
                            </exclusion>

                            <exclusion>
                                <groupId>com.sun.jdmk</groupId>
                                <artifactId>jmxtools</artifactId>
                            </exclusion>

                            <exclusion>
                                <groupId>javax.jms</groupId>
                                <artifactId>jms</artifactId>
                            </exclusion>

                        </exclusions>
                    </dependency>
                    <dependency>
                        <groupId>com.yammer.metrics</groupId>
                        <artifactId>metrics-core</artifactId>
                        <version>2.2.0</version>
                    </dependency>
                    <dependency>
                        <groupId>com.101tec</groupId>
                        <artifactId>zkclient</artifactId>
                        <version>0.3</version>
                    </dependency>
                    <dependency>
                        <groupId>net.sf.jopt-simple</groupId>
                        <artifactId>jopt-simple</artifactId>
                        <version>4.5</version>
                    </dependency>
                    <dependency>
                        <groupId>org.codehaus.jackson</groupId>
                        <artifactId>jackson-core-asl</artifactId>
                        <version>1.9.2</version>
                    </dependency>
                    <dependency>
                        <groupId>org.codehaus.jackson</groupId>
                        <artifactId>jackson-mapper-asl</artifactId>
                        <version>1.9.2</version>
                    </dependency>
                    <dependency>
                        <groupId>com.netflix.curator</groupId>
                        <artifactId>curator-test</artifactId>
                        <version>1.2.5</version>

                        <exclusions>
                            <exclusion>
                                <groupId>org.slf4j</groupId>
                                <artifactId>slf4j-log4j12</artifactId>
                            </exclusion>
                            <exclusion>
                                <groupId>log4j</groupId>
                                <artifactId>log4j</artifactId>
                            </exclusion>
                        </exclusions>
                    </dependency>
                    <dependency>
                        <groupId>org.twitter4j</groupId>
                        <artifactId>twitter4j-stream</artifactId>
                        <version>3.0.5</version>
                    </dependency>

                    <dependency>
                        <groupId>redis.clients</groupId>
                        <artifactId>jedis</artifactId>
                        <version>2.2.1</version>
                        <type>jar</type>
                        <scope>compile</scope>
                    </dependency>

                    <dependency>
                        <groupId>org.languagetool</groupId>
                        <artifactId>language-en</artifactId>
                        <version>2.3.1</version>
                    </dependency>

                    <dependency>
                        <groupId>org.twitter4j</groupId>
                        <artifactId>twitter4j-core</artifactId>
                        <version>3.0.5</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.lucene</groupId>
                        <artifactId>lucene-core</artifactId>
                        <version>4.6.0</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.lucene</groupId>
                        <artifactId>lucene-analyzers</artifactId>
                        <version>3.6.2</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.lucene</groupId>
                        <artifactId>lucene-snowball</artifactId>
                        <version>3.0.3</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.lucene</groupId>
                        <artifactId>lucene-analyzers-common</artifactId>
                        <version>4.6.0</version>
                    </dependency>

                    <dependency>
                        <groupId>com.gravity</groupId>
                        <artifactId>goose</artifactId>
                        <version>2.1.23</version>
                    </dependency>

                    <dependency>
                        <groupId>nz.ac.waikato.cms.weka</groupId>
                        <artifactId>weka-dev</artifactId>
                        <version>3.7.9</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.directory.studio</groupId>
                        <artifactId>org.apache.commons.io</artifactId>
                        <version>2.4</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.commons</groupId>
                        <artifactId>commons-lang3</artifactId>
                        <version>3.1</version>
                    </dependency>

                    <dependency>
                        <groupId>mysql</groupId>
                        <artifactId>mysql-connector-java</artifactId>
                        <version>5.0.8</version>
                    </dependency>

                    <dependency>
                        <groupId>org.javatuples</groupId>
                        <artifactId>javatuples</artifactId>
                        <version>1.2</version>
                    </dependency>
                    <dependency>
                        <groupId>org.apache.opennlp</groupId>
                        <artifactId>opennlp-tools</artifactId>
                        <version>1.5.3</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.commons</groupId>
                        <artifactId>commons-io</artifactId>
                        <version>1.3.2</version>
                    </dependency>

                    <dependency>
                        <groupId>org.apache.directory.studio</groupId>
                        <artifactId>org.apache.commons.lang</artifactId>
                        <version>2.6</version>
                    </dependency>

                    <dependency>
                        <groupId>edu.stanford.nlp</groupId>
                        <artifactId>stanford-corenlp</artifactId>
                        <version>3.3.0</version>
                    </dependency>
                    <dependency>
                        <groupId>edu.stanford.nlp</groupId>
                        <artifactId>stanford-corenlp</artifactId>
                        <version>3.3.0</version>
                        <classifier>models</classifier>
                    </dependency>
                    <dependency>
                        <groupId>edu.washington.cs.knowitall.stanford-corenlp</groupId>
                        <artifactId>stanford-postag-models</artifactId>
                        <version>1.3.5</version>
                    </dependency>

                    <dependency>
                        <groupId>com.google.code.google-collections</groupId>
                        <artifactId>google-collect</artifactId>
                        <version>snapshot-20071022</version>
                    </dependency>

                    <dependency>
                        <groupId>com.googlecode.concurrent-trees</groupId>
                        <artifactId>concurrent-trees</artifactId>
                        <version>1.0.0</version>
                    </dependency>

                    <dependency>
                        <groupId>log4j</groupId>
                        <artifactId>log4j</artifactId>
                        <version>1.2.16</version>
                    </dependency>

                    <dependency>
                        <groupId>com.datastax.cassandra</groupId>
                        <artifactId>cassandra-driver-core</artifactId>
                        <version>1.0.3</version>
                    </dependency>

                    <dependency>
                        <groupId>org.hectorclient</groupId>
                        <artifactId>hector-core</artifactId>
                        <version>1.1-0</version>
                        <exclusions>
                            <exclusion>
                                <groupId>org.slf4j</groupId>
                                <artifactId>slf4j-log4j12</artifactId>
                            </exclusion>
                        </exclusions>
                    </dependency>

                    <dependency>
                        <groupId>me.prettyprint</groupId>
                        <artifactId>hector-test</artifactId>
                        <version>1.0-5</version>
                    </dependency>

                    <dependency>
                        <groupId>FBKeyWords</groupId>
                        <artifactId>FBKeyWords</artifactId>
                        <version>0.0.1-SNAPSHOT</version>
                        <classifier>jar-with-dependencies</classifier>
                    </dependency>

                    <dependency>
                        <groupId>KeyWordExtractor</groupId>
                        <artifactId>KeyWordExtractor</artifactId>
                        <version>0.0.1-SNAPSHOT</version>
                        <classifier>jar-with-dependencies</classifier>
                    </dependency>

                    <dependency>
                        <groupId>mysql</groupId>
                        <artifactId>mysql-connector-java</artifactId>
                        <version>5.1.6</version>
                    </dependency>

                </dependencies>
            </project>

            ---------------------------------------------------------------

          **END OF pom.xml**
            ---------------------------------------------------------------

下面是我得到的错误:

-----------------------------------------------------------------------------------------
 [topology.workers=3, topology.debug=false]
                Exception in thread "main" java.lang.RuntimeException: org.apache.thrift7.transport.TTransportException: java.net.ConnectException: Connection refused
                    at backtype.storm.utils.NimbusClient.getConfiguredClient(NimbusClient.java:21)
                    at backtype.storm.StormSubmitter.submitTopology(StormSubmitter.java:70)
                    at backtype.storm.StormSubmitter.submitTopology(StormSubmitter.java:41)
                    at com.tookitaki.newsclassification.ClassifierTopology.main(ClassifierTopology.java:92)
                Caused by: org.apache.thrift7.transport.TTransportException: java.net.ConnectException: Connection refused
                    at org.apache.thrift7.transport.TSocket.open(TSocket.java:183)
                    at org.apache.thrift7.transport.TFramedTransport.open(TFramedTransport.java:81)
                    at backtype.storm.security.auth.SimpleTransportPlugin.connect(SimpleTransportPlugin.java:66)
                    at backtype.storm.security.auth.ThriftClient.<init>(ThriftClient.java:46)
                    at backtype.storm.utils.NimbusClient.<init>(NimbusClient.java:30)
                    at backtype.storm.utils.NimbusClient.<init>(NimbusClient.java:26)
                    at backtype.storm.utils.NimbusClient.getConfiguredClient(NimbusClient.java:19)
                    ... 3 more
                Caused by: java.net.ConnectException: Connection refused
                    at java.net.PlainSocketImpl.socketConnect(Native Method)
                    at java.net.AbstractPlainSocketImpl.doConnect(AbstractPlainSocketImpl.java:339)
                    at java.net.AbstractPlainSocketImpl.connectToAddress(AbstractPlainSocketImpl.java:200)
                    at java.net.AbstractPlainSocketImpl.connect(AbstractPlainSocketImpl.java:182)
                    at java.net.SocksSocketImpl.connect(SocksSocketImpl.java:392)
                    at java.net.Socket.connect(Socket.java:579)
                    at org.apache.thrift7.transport.TSocket.open(TSocket.java:178)
                    ... 9 more

请让我知道我应该使用哪个版本的storm/其他软件包,或者如果有任何其他问题导致此错误。欢迎任何建议。

enyaitl3

enyaitl31#

看起来您的拓扑没有提交,因为storm客户端无法连接到nimbus,在这种情况下,它不会出现在您的代码中。确保nimbus正在运行并且storm命令可以访问它,即执行“风暴列表”。

5jdjgkvh

5jdjgkvh2#

老问题,但值得回答…我正在使用storm 1.0.1。
你应该检查风暴工兵在nimbus/master上的入站端口6627是否打开。
当storm workers无法连接到nimbus时,我也遇到了同样的错误,并且在源代码下载失败时显示了错误。
风暴大师或光轮在6627号港口勤俭节约
您可以使用命令“netstat-nat”在您的master/nimbus上进行检查

tcp        0      0 0.0.0.0:6627                0.0.0.0:*                   LISTEN
4jb9z9bj

4jb9z9bj3#

我也遇到同样的问题。
我检查iptables、supervisors和nimbus,但这不是他们的问题。
我试图提交拓扑的一半(通过移除一些螺栓),它通过了。
我检查nimbus.log,发现一个错误行,指示thrift缓冲区已满,因此您可以使用config更改“storm.yaml”:

nimbus.thrift.max_buffer_size: 20480000
whlutmcx

whlutmcx4#

我也遇到了同样的问题,在我的例子中,这个问题与zookeeper的位置设置有关。
我将zookeeper节点移到了不同的服务器上,并且忘记了在storm.yaml中更改zookeeper位置,因此nimbus无法从拓扑和其他storm supervisor节点获取信息。
在修正了zookeeper节点的错误位置后,问题得到了解决。
据我所知,你的问题已经解决了,但我想向其他读者提及我的情况。

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