Getting started with Avro RPC

本文指导如何使用Apache Avro进行RPC通信,通过Maven插件编译Avro schema定义为Java类,创建Avro Protocol文件定义RPC接口,并使用Netty服务器进行简单测试。

转:

 http://gbif.blogspot.com/2011/06/getting-started-with-avro-rpc.html

Getting started with Avro RPC


Apache Avro is a data exchange format started by  Doug Cutting of  Lucene and  Hadoop fame. A good introduction to  Avro  is on the cloudera blog so an introduction is not the intention of this post. 

Avro is surprisingly difficult to get into, as it is lacking the most basic "getting started" documentation for a new-comer to the project. This post serves as a reminder to myself of what I did, and hopefully to help others get the hello world working quickly. If people find it useful, let's fill it out and submit it to the  Avro wiki!

Prerequisites: knowledge of  Apache Maven

Start by adding the  Avro maven plugin to the pom. This is needed to compile the  Avro schema definitions into the Java classes.

<plugin>
  <groupId>org.apache.avro</groupId>
  <artifactId>avro-maven-plugin</artifactId>
  <version>1.5.1</version>
  <executions>
    <execution>
      <id>schemas</id>
      <phase>generate-sources</phase>
      <goals>
        <goal>schema</goal>
        <goal>protocol</goal>
        <goal>idl-protocol</goal>
      </goals>
      <configuration>
        <excludes>
          <exclude>**/mapred/tether/**</exclude>
        </excludes>
        <sourceDirectory>${project.basedir}/src/main/avro/</sourceDirectory>
        <outputDirectory>${project.basedir}/src/main/java/</outputDirectory>
        <testSourceDirectory>${project.basedir}/src/test/avro/</testSourceDirectory>
        <testOutputDirectory>${project.basedir}/src/test/java/</testOutputDirectory>
      </configuration>
    </execution>
  </executions>
</plugin>

Now add the dependency on  Avro and the  Avro IPC (Inter Process Calls) 

<dependency>
  <groupId>org.apache.avro</groupId>
  <artifactId>avro</artifactId>
  <version>1.5.1</version>
</dependency>
<dependency>
  <groupId>org.apache.avro</groupId>
  <artifactId>avro-ipc</artifactId>
  <version>1.5.1</version>
</dependency>

Now we create the  Avro Protocol file, which defines the  RPC exchange. This file is stored in /src/main/ avro/nublookup.avpr and looks like so:

{"namespace": "org.gbif.ecat.ws",
 "protocol": "NubLookup",
 "types": [
     {"name": "Request", "type": "record",
      "fields": [
        {"name": "kingdom", "type": ["string", "null"]},
        {"name": "phylum", "type": ["string", "null"]},
        {"name": "class", "type": ["string", "null"]},
        {"name": "order", "type": ["string", "null"]},
        {"name": "family", "type": ["string", "null"]},
        {"name": "genus", "type": ["string", "null"]},
        {"name": "name", "type": ["string", "null"]}
      ]
     },
     {"name": "Response", "type": "record",
      "fields": [
        {"name": "kingdomId", "type": ["int", "null"]},
        {"name": "phylumId", "type": ["int", "null"]},
        {"name": "classId", "type": ["int", "null"]},
        {"name": "orderId", "type": ["int", "null"]},
        {"name": "familyId", "type": ["int", "null"]},
        {"name": "genusId", "type": ["int", "null"]},
        {"name": "nameId", "type": ["int", "null"]}
      ]
     }  
 ],
 "messages": {
     "send": {
         "request": [{"name": "request", "type": "Request"}],
         "response": "Response"
     }
 }
}

This protocol defines an interface called NubLookup, that takes a Request and returns a Response. Simple stuff.

From the command line issue a compile:
$mvn compile
This will generate into src/main/java and the package I declared in the .avpr file (org.gbif.ecat.ws in my case).

Now we can test it using a simple Netty server which is included in the  Avro dependency:

public class Test {
  private static NettyServer server;
  
  // A mock implementation
  public static class NubLookupImpl implements NubLookup {
    public Response send(Request request) throws AvroRemoteException {
      Response r = new Response();
      r.kingdomId=100;
      return r;
    }
  }
  
  public static void main(String[] args) throws IOException {
    server = new NettyServer(new SpecificResponder(
        NubLookup.class, 
        new NubLookupImpl()), 
        new InetSocketAddress(7001)); 

      NettyTransceiver client = new NettyTransceiver(
          new InetSocketAddress(server.getPort()));
      
      NubLookup proxy = (NubLookup) SpecificRequestor.getClient(NubLookup.class, client);
      
      Request req = new Request();
      req.name = new Utf8("Puma");
      System.out.println("Result: " + proxy.send(req).kingdomId);

      client.close();
      server.close();
  }
}

I am evaluating  Avro to provide the high performance  RPC chatter for lookup services while we process the content for the portal. I'll blog later about the performance compared to the  Jersey REST implementation currently running.

 

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ax/servlet/javax.servlet-api/3.1.0/javax.servlet-api-3.1.0.jar:/usr/local/src/repo/com/lmax/disruptor/3.3.6/disruptor-3.3.6.jar:/usr/local/src/repo/org/apache/hadoop/hadoop-distcp/2.8.5/hadoop-distcp-2.8.5.jar:/usr/local/src/repo/org/apache/hbase/hbase-replication/2.2.3/hbase-replication-2.2.3.jar:/usr/local/src/repo/commons-io/commons-io/2.5/commons-io-2.5.jar:/usr/local/src/repo/org/apache/hadoop/hadoop-hdfs/2.8.5/hadoop-hdfs-2.8.5.jar:/usr/local/src/repo/org/mortbay/jetty/jetty/6.1.26/jetty-6.1.26.jar:/usr/local/src/repo/org/mortbay/jetty/jetty-util/6.1.26/jetty-util-6.1.26.jar:/usr/local/src/repo/com/sun/jersey/jersey-core/1.9/jersey-core-1.9.jar:/usr/local/src/repo/com/sun/jersey/jersey-server/1.9/jersey-server-1.9.jar:/usr/local/src/repo/asm/asm/3.1/asm-3.1.jar:/usr/local/src/repo/commons-daemon/commons-daemon/1.0.13/commons-daemon-1.0.13.jar:/usr/local/src/repo/xmlenc/xmlenc/0.52/xmlenc-0.52.jar:/usr/local/src/repo/org/apache/yetus/audience-annotations/0.5.0/audience-annotations-0.5.0.jar:/usr/local/src/repo/org/apache/hbase/hbase-client/2.2.3/hbase-client-2.2.3.jar:/usr/local/src/repo/org/jruby/jcodings/jcodings/1.0.18/jcodings-1.0.18.jar:/usr/local/src/repo/org/jruby/joni/joni/2.1.11/joni-2.1.11.jar:/usr/local/src/repo/ru/yandex/clickhouse/clickhouse-jdbc/0.3.2/clickhouse-jdbc-0.3.2.jar:/usr/local/src/repo/com/clickhouse/clickhouse-http-client/0.3.2/clickhouse-http-client-0.3.2.jar:/usr/local/src/repo/com/clickhouse/clickhouse-client/0.3.2/clickhouse-client-0.3.2.jar:/usr/local/src/repo/com/google/code/gson/gson/2.8.8/gson-2.8.8.jar:/usr/local/src/repo/org/apache/httpcomponents/httpmime/4.5.13/httpmime-4.5.13.jar:/opt/scala-2.12.10/lib/scala-parser-combinators_2.12-1.0.7.jar:/opt/scala-2.12.10/lib/scala-xml_2.12-1.0.6.jar:/opt/scala-2.12.10/lib/scala-swing_2.12-2.0.3.jar:/opt/scala-2.12.10/lib/scala-reflect.jar:/opt/scala-2.12.10/lib/scala-library.jar gs8.shujuwaqu2 log4j:WARN No appenders could be found for logger (org.apache.hadoop.hive.conf.HiveConf). log4j:WARN Please initialize the log4j system properly. log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info. Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 25/10/09 15:31:36 WARN Utils: Your hostname, pbcp resolves to a loopback address: 127.0.1.1; using 192.168.75.3 instead (on interface ens33) 25/10/09 15:31:36 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address 25/10/09 15:31:36 INFO SparkContext: Running Spark version 3.1.1 25/10/09 15:31:36 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 25/10/09 15:31:36 INFO ResourceUtils: ============================================================== 25/10/09 15:31:36 INFO ResourceUtils: No custom resources configured for spark.driver. 25/10/09 15:31:36 INFO ResourceUtils: ============================================================== 25/10/09 15:31:36 INFO SparkContext: Submitted application: RandomForestModel 25/10/09 15:31:36 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0) 25/10/09 15:31:36 INFO ResourceProfile: Limiting resource is cpu 25/10/09 15:31:36 INFO ResourceProfileManager: Added ResourceProfile id: 0 25/10/09 15:31:36 INFO SecurityManager: Changing view acls to: root 25/10/09 15:31:36 INFO SecurityManager: Changing modify acls to: root 25/10/09 15:31:36 INFO SecurityManager: Changing view acls groups to: 25/10/09 15:31:36 INFO SecurityManager: Changing modify acls groups to: 25/10/09 15:31:36 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(root); groups with view permissions: Set(); users with modify permissions: Set(root); groups with modify permissions: Set() 25/10/09 15:31:37 INFO Utils: Successfully started service 'sparkDriver' on port 33909. 25/10/09 15:31:37 INFO SparkEnv: Registering MapOutputTracker 25/10/09 15:31:37 INFO SparkEnv: Registering BlockManagerMaster 25/10/09 15:31:37 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 25/10/09 15:31:37 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 25/10/09 15:31:37 INFO SparkEnv: Registering BlockManagerMasterHeartbeat 25/10/09 15:31:37 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-fc5a25f6-f8d7-41e2-8c52-61cc65b7fc90 25/10/09 15:31:37 INFO MemoryStore: MemoryStore started with capacity 1948.2 MiB 25/10/09 15:31:37 INFO SparkEnv: Registering OutputCommitCoordinator 25/10/09 15:31:37 INFO Utils: Successfully started service 'SparkUI' on port 4040. 25/10/09 15:31:37 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://192.168.75.3:4040 25/10/09 15:31:37 INFO Executor: Starting executor ID driver on host 192.168.75.3 25/10/09 15:31:37 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 41227. 25/10/09 15:31:37 INFO NettyBlockTransferService: Server created on 192.168.75.3:41227 25/10/09 15:31:37 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 25/10/09 15:31:37 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, 192.168.75.3, 41227, None) 25/10/09 15:31:37 INFO BlockManagerMasterEndpoint: Registering block manager 192.168.75.3:41227 with 1948.2 MiB RAM, BlockManagerId(driver, 192.168.75.3, 41227, None) 25/10/09 15:31:37 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, 192.168.75.3, 41227, None) 25/10/09 15:31:37 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, 192.168.75.3, 41227, None) 25/10/09 15:31:38 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:31:38 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 25/10/09 15:31:39 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:31:39 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 25/10/09 15:31:39 INFO Persistence: Property datanucleus.metadata.validate unknown - will be ignored 25/10/09 15:31:39 INFO Persistence: Property hive.metastore.integral.jdo.pushdown unknown - will be ignored 25/10/09 15:31:39 INFO Persistence: Property datanucleus.cache.level2 unknown - will be ignored 25/10/09 15:31:39 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:31:39 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 随机森林模型训练完成! 预测完成,前5条结果: +-----------------+--------------------+ |machine_record_id|machine_record_state| +-----------------+--------------------+ |1.4747628E7 |0.0 | |1.4747629E7 |0.0 | |1.474763E7 |0.0 | |1.4747631E7 |0.0 | |1.4747632E7 |0.0 | +-----------------+--------------------+ only showing top 5 rows c
10-10
/usr/local/jdk1.8.0_341/bin/java -javaagent:/opt/idea-IC-223.8836.41/lib/idea_rt.jar=35029:/opt/idea-IC-223.8836.41/bin -Dfile.encoding=UTF-8 -classpath /usr/local/jdk1.8.0_341/jre/lib/charsets.jar:/usr/local/jdk1.8.0_341/jre/lib/deploy.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/cldrdata.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/dnsns.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/jaccess.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/jfxrt.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/localedata.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/nashorn.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/sunec.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/sunjce_provider.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/sunpkcs11.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/zipfs.jar:/usr/local/jdk1.8.0_341/jre/lib/javaws.jar:/usr/local/jdk1.8.0_341/jre/lib/jce.jar:/usr/local/jdk1.8.0_341/jre/lib/jfr.jar:/usr/local/jdk1.8.0_341/jre/lib/jfxswt.jar:/usr/local/jdk1.8.0_341/jre/lib/jsse.jar:/usr/local/jdk1.8.0_341/jre/lib/management-agent.jar:/usr/local/jdk1.8.0_341/jre/lib/plugin.jar:/usr/local/jdk1.8.0_341/jre/lib/resources.jar:/usr/local/jdk1.8.0_341/jre/lib/rt.jar:/root/IdeaProjects/demo20250411/target/classes:/usr/local/src/repo/com/fasterxml/jackson/core/jackson-databind/2.10.4/jackson-databind-2.10.4.jar:/usr/local/src/repo/org/dom4j/dom4j/2.1.4/dom4j-2.1.4.jar:/usr/local/src/repo/com/fasterxml/jackson/core/jackson-core/2.10.4/jackson-core-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/core/jackson-annotations/2.10.4/jackson-annotations-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/jaxrs/jackson-jaxrs-json-provider/2.10.4/jackson-jaxrs-json-provider-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/jaxrs/jackson-jaxrs-base/2.10.4/jackson-jaxrs-base-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/module/jackson-module-jaxb-annotations/2.10.4/jackson-module-jaxb-annotations-2.10.4.jar:/usr/local/src/repo/jakarta/xml/bind/jakarta.xml.bind-api/2.3.2/jakarta.xml.bind-api-2.3.2.jar:/usr/local/src/repo/jakarta/activation/jakarta.activation-api/1.2.1/jakarta.activation-api-1.2.1.jar:/usr/local/src/repo/com/fasterxml/jackson/dataformat/jackson-dataformat-xml/2.10.4/jackson-dataformat-xml-2.10.4.jar:/usr/local/src/repo/org/codehaus/woodstox/stax2-api/4.2/stax2-api-4.2.jar:/usr/local/src/repo/com/fasterxml/woodstox/woodstox-core/6.2.0/woodstox-core-6.2.0.jar:/usr/local/src/repo/org/scala-lang/scala-reflect/2.12.10/scala-reflect-2.12.10.jar:/usr/local/src/repo/org/scala-lang/scala-compiler/2.12.10/scala-compiler-2.12.10.jar:/usr/local/src/repo/org/scala-lang/modules/scala-xml_2.12/1.0.6/scala-xml_2.12-1.0.6.jar:/usr/local/src/repo/org/scala-lang/scala-library/2.12.10/scala-library-2.12.10.jar:/usr/local/src/repo/org/apache/kafka/kafka_2.12/2.4.1/kafka_2.12-2.4.1.jar:/usr/local/src/repo/com/fasterxml/jackson/module/jackson-module-scala_2.12/2.10.0/jackson-module-scala_2.12-2.10.0.jar:/usr/local/src/repo/com/fasterxml/jackson/module/jackson-module-paranamer/2.10.0/jackson-module-paranamer-2.10.0.jar:/usr/local/src/repo/com/fasterxml/jackson/dataformat/jackson-dataformat-csv/2.10.0/jackson-dataformat-csv-2.10.0.jar:/usr/local/src/repo/com/fasterxml/jackson/datatype/jackson-datatype-jdk8/2.10.0/jackson-datatype-jdk8-2.10.0.jar:/usr/local/src/repo/net/sf/jopt-simple/jopt-simple/5.0.4/jopt-simple-5.0.4.jar:/usr/local/src/repo/com/yammer/metrics/metrics-core/2.2.0/metrics-core-2.2.0.jar:/usr/local/src/repo/org/scala-lang/modules/scala-collection-compat_2.12/2.1.2/scala-collection-compat_2.12-2.1.2.jar:/usr/local/src/repo/org/scala-lang/modules/scala-java8-compat_2.12/0.9.0/scala-java8-compat_2.12-0.9.0.jar:/usr/local/src/repo/com/typesafe/scala-logging/scala-logging_2.12/3.9.2/scala-logging_2.12-3.9.2.jar:/usr/local/src/repo/org/slf4j/slf4j-api/1.7.28/slf4j-api-1.7.28.jar:/usr/local/src/repo/org/apache/zookeeper/zookeeper/3.5.7/zookeeper-3.5.7.jar:/usr/local/src/repo/org/apache/zookeeper/zookeeper-jute/3.5.7/zookeeper-jute-3.5.7.jar:/usr/local/src/repo/io/netty/netty-handler/4.1.45.Final/netty-handler-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-common/4.1.45.Final/netty-common-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-buffer/4.1.45.Final/netty-buffer-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-transport/4.1.45.Final/netty-transport-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-resolver/4.1.45.Final/netty-resolver-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-codec/4.1.45.Final/netty-codec-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-transport-native-epoll/4.1.45.Final/netty-transport-native-epoll-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-transport-native-unix-common/4.1.45.Final/netty-transport-native-unix-common-4.1.45.Final.jar:/usr/local/src/repo/commons-cli/commons-cli/1.4/commons-cli-1.4.jar:/usr/local/src/repo/org/apache/flink/flink-connector-jdbc_2.12/1.14.0/flink-connector-jdbc_2.12-1.14.0.jar:/usr/local/src/repo/com/h2database/h2/1.4.200/h2-1.4.200.jar:/usr/local/src/repo/org/apache/flink/flink-shaded-force-shading/14.0/flink-shaded-force-shading-14.0.jar:/usr/local/src/repo/org/apache/flink/flink-runtime-web_2.12/1.14.0/flink-runtime-web_2.12-1.14.0.jar:/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ax/servlet/javax.servlet-api/3.1.0/javax.servlet-api-3.1.0.jar:/usr/local/src/repo/com/lmax/disruptor/3.3.6/disruptor-3.3.6.jar:/usr/local/src/repo/org/apache/hadoop/hadoop-distcp/2.8.5/hadoop-distcp-2.8.5.jar:/usr/local/src/repo/org/apache/hbase/hbase-replication/2.2.3/hbase-replication-2.2.3.jar:/usr/local/src/repo/commons-io/commons-io/2.5/commons-io-2.5.jar:/usr/local/src/repo/org/apache/hadoop/hadoop-hdfs/2.8.5/hadoop-hdfs-2.8.5.jar:/usr/local/src/repo/org/mortbay/jetty/jetty/6.1.26/jetty-6.1.26.jar:/usr/local/src/repo/org/mortbay/jetty/jetty-util/6.1.26/jetty-util-6.1.26.jar:/usr/local/src/repo/com/sun/jersey/jersey-core/1.9/jersey-core-1.9.jar:/usr/local/src/repo/com/sun/jersey/jersey-server/1.9/jersey-server-1.9.jar:/usr/local/src/repo/asm/asm/3.1/asm-3.1.jar:/usr/local/src/repo/commons-daemon/commons-daemon/1.0.13/commons-daemon-1.0.13.jar:/usr/local/src/repo/xmlenc/xmlenc/0.52/xmlenc-0.52.jar:/usr/local/src/repo/org/apache/yetus/audience-annotations/0.5.0/audience-annotations-0.5.0.jar:/usr/local/src/repo/org/apache/hbase/hbase-client/2.2.3/hbase-client-2.2.3.jar:/usr/local/src/repo/org/jruby/jcodings/jcodings/1.0.18/jcodings-1.0.18.jar:/usr/local/src/repo/org/jruby/joni/joni/2.1.11/joni-2.1.11.jar:/usr/local/src/repo/ru/yandex/clickhouse/clickhouse-jdbc/0.3.2/clickhouse-jdbc-0.3.2.jar:/usr/local/src/repo/com/clickhouse/clickhouse-http-client/0.3.2/clickhouse-http-client-0.3.2.jar:/usr/local/src/repo/com/clickhouse/clickhouse-client/0.3.2/clickhouse-client-0.3.2.jar:/usr/local/src/repo/com/google/code/gson/gson/2.8.8/gson-2.8.8.jar:/usr/local/src/repo/org/apache/httpcomponents/httpmime/4.5.13/httpmime-4.5.13.jar:/opt/scala-2.12.10/lib/scala-parser-combinators_2.12-1.0.7.jar:/opt/scala-2.12.10/lib/scala-xml_2.12-1.0.6.jar:/opt/scala-2.12.10/lib/scala-swing_2.12-2.0.3.jar:/opt/scala-2.12.10/lib/scala-reflect.jar:/opt/scala-2.12.10/lib/scala-library.jar gs8.shujuwaqu2 log4j:WARN No appenders could be found for logger (org.apache.hadoop.hive.conf.HiveConf). log4j:WARN Please initialize the log4j system properly. log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info. Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 25/10/09 15:19:59 WARN Utils: Your hostname, pbcp resolves to a loopback address: 127.0.1.1; using 192.168.75.3 instead (on interface ens33) 25/10/09 15:19:59 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address 25/10/09 15:19:59 INFO SparkContext: Running Spark version 3.1.1 25/10/09 15:20:00 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 25/10/09 15:20:00 INFO ResourceUtils: ============================================================== 25/10/09 15:20:00 INFO ResourceUtils: No custom resources configured for spark.driver. 25/10/09 15:20:00 INFO ResourceUtils: ============================================================== 25/10/09 15:20:00 INFO SparkContext: Submitted application: RandomForestModel 25/10/09 15:20:00 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0) 25/10/09 15:20:00 INFO ResourceProfile: Limiting resource is cpu 25/10/09 15:20:00 INFO ResourceProfileManager: Added ResourceProfile id: 0 25/10/09 15:20:00 INFO SecurityManager: Changing view acls to: root 25/10/09 15:20:00 INFO SecurityManager: Changing modify acls to: root 25/10/09 15:20:00 INFO SecurityManager: Changing view acls groups to: 25/10/09 15:20:00 INFO SecurityManager: Changing modify acls groups to: 25/10/09 15:20:00 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(root); groups with view permissions: Set(); users with modify permissions: Set(root); groups with modify permissions: Set() 25/10/09 15:20:00 INFO Utils: Successfully started service 'sparkDriver' on port 39167. 25/10/09 15:20:00 INFO SparkEnv: Registering MapOutputTracker 25/10/09 15:20:00 INFO SparkEnv: Registering BlockManagerMaster 25/10/09 15:20:00 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 25/10/09 15:20:00 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 25/10/09 15:20:00 INFO SparkEnv: Registering BlockManagerMasterHeartbeat 25/10/09 15:20:00 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-7824d7b3-541f-4ec6-88e6-298ad263b86a 25/10/09 15:20:00 INFO MemoryStore: MemoryStore started with capacity 1948.2 MiB 25/10/09 15:20:00 INFO SparkEnv: Registering OutputCommitCoordinator 25/10/09 15:20:01 INFO Utils: Successfully started service 'SparkUI' on port 4040. 25/10/09 15:20:01 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://192.168.75.3:4040 25/10/09 15:20:01 INFO Executor: Starting executor ID driver on host 192.168.75.3 25/10/09 15:20:01 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 33353. 25/10/09 15:20:01 INFO NettyBlockTransferService: Server created on 192.168.75.3:33353 25/10/09 15:20:01 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 25/10/09 15:20:01 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, 192.168.75.3, 33353, None) 25/10/09 15:20:01 INFO BlockManagerMasterEndpoint: Registering block manager 192.168.75.3:33353 with 1948.2 MiB RAM, BlockManagerId(driver, 192.168.75.3, 33353, None) 25/10/09 15:20:01 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, 192.168.75.3, 33353, None) 25/10/09 15:20:01 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, 192.168.75.3, 33353, None) 25/10/09 15:20:02 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:20:02 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 25/10/09 15:20:03 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:20:03 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 25/10/09 15:20:03 INFO Persistence: Property datanucleus.metadata.validate unknown - will be ignored 25/10/09 15:20:03 INFO Persistence: Property hive.metastore.integral.jdo.pushdown unknown - will be ignored 25/10/09 15:20:03 INFO Persistence: Property datanucleus.cache.level2 unknown - will be ignored 25/10/09 15:20:04 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:20:04 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 随机森林模型训练完成! 预测完成,前5条结果: +-----------------+--------------------+ |machine_record_id|machine_record_state| +-----------------+--------------------+ +-----------------+--------------------+ 预测结果已成功写入 MySQL 表 ml_result! Hive 中 dwd.fact_machine_learning_data_test 预测完毕。 请在 MySQL 中执行以下查询语句查看结果: SELECT * FROM ml_result WHERE machine_record_id IN (1,8,20,28,36); +-----------------+--------------------+ |machine_record_id|machine_record_state| +-----------------+--------------------+ +-----------------+--------------------+ 代码显示空值
10-10
package gs8 import org.apache.log4j.{Level, Logger} import org.apache.spark.sql.{SparkSession, DataFrame} import org.apache.spark.ml.feature.VectorAssembler import org.apache.spark.ml.Pipeline import org.apache.spark.ml.classification.RandomForestClassifier import org.apache.spark.sql.functions.col import java.util.Properties object shujuwaqu2 { def main(args: Array[String]): Unit = { val spark = SparkSession.builder() .appName("RandomForestModel") .master("local[*]") .enableHiveSupport() .getOrCreate() Logger.getLogger("org").setLevel(Level.ERROR) import spark.implicits._ val trainDF = spark.sql("SELECT * FROM dwd.fact_machine_learning_data WHERE machine_record_state IS NOT NULL") .withColumn("machine_record_id", $"machine_record_id".cast("LongType")) val featureCols = Array( "machine_record_mainshaft_speed", "machine_record_mainshaft_multiplerate", "machine_record_mainshaft_load", "machine_record_feed_speed", "machine_record_feed_multiplerate", "machine_record_pmc_code", "machine_record_circle_time", "machine_record_run_time", "machine_record_effective_shaft", "machine_record_amount_process", "machine_record_use_memory", "machine_record_free_memory", "machine_record_amount_use_code", "machine_record_amount_free_code" ) val assembler = new VectorAssembler() .setInputCols(featureCols) .setOutputCol("features") val trainData = assembler.transform(trainDF) .select($"machine_record_state".alias("label"), $"features") val rf = new RandomForestClassifier() .setLabelCol("label") .setFeaturesCol("features") .setNumTrees(20) .setMaxDepth(8) val pipeline = new Pipeline().setStages(Array(rf)) val model = pipeline.fit(trainData) println("随机森林模型训练完成!") val testDF = spark.sql("SELECT * FROM dwd.fact_machine_learning_data_test") .withColumn("machine_record_id", $"machine_record_id".cast("LongType")) val testData = assembler.transform(testDF) .select($"machine_record_id", $"features") val predictions = model.transform(testData) .select($"machine_record_id", $"prediction".alias("machine_record_state")) println("预测完成,前5条结果:") predictions.show(5, truncate = false) val url = "jdbc:mysql://xueai:3306/shtd_industry?useSSL=false&serverTimezone=UTC" val props = new Properties() props.put("user", "root") props.put("password", "admin") props.put("driver", "com.mysql.jdbc.Driver") predictions.write .mode("overwrite") .jdbc(url, "ml_result", props) println("预测结果已成功写入 MySQL 表 ml_result!") println("Hive 中 dwd.fact_machine_learning_data_test 预测完毕。") println("请在 MySQL 中执行以下查询语句查看结果:") println( """ |SELECT * FROM ml_result |WHERE machine_record_id IN (1,8,20,28,36); |""".stripMargin) spark.stop() } } 报错/usr/local/jdk1.8.0_341/bin/java -javaagent:/opt/idea-IC-223.8836.41/lib/idea_rt.jar=37031:/opt/idea-IC-223.8836.41/bin -Dfile.encoding=UTF-8 -classpath /usr/local/jdk1.8.0_341/jre/lib/charsets.jar:/usr/local/jdk1.8.0_341/jre/lib/deploy.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/cldrdata.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/dnsns.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/jaccess.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/jfxrt.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/localedata.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/nashorn.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/sunec.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/sunjce_provider.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/sunpkcs11.jar:/usr/local/jdk1.8.0_341/jre/lib/ext/zipfs.jar:/usr/local/jdk1.8.0_341/jre/lib/javaws.jar:/usr/local/jdk1.8.0_341/jre/lib/jce.jar:/usr/local/jdk1.8.0_341/jre/lib/jfr.jar:/usr/local/jdk1.8.0_341/jre/lib/jfxswt.jar:/usr/local/jdk1.8.0_341/jre/lib/jsse.jar:/usr/local/jdk1.8.0_341/jre/lib/management-agent.jar:/usr/local/jdk1.8.0_341/jre/lib/plugin.jar:/usr/local/jdk1.8.0_341/jre/lib/resources.jar:/usr/local/jdk1.8.0_341/jre/lib/rt.jar:/root/IdeaProjects/demo20250411/target/classes:/usr/local/src/repo/com/fasterxml/jackson/core/jackson-databind/2.10.4/jackson-databind-2.10.4.jar:/usr/local/src/repo/org/dom4j/dom4j/2.1.4/dom4j-2.1.4.jar:/usr/local/src/repo/com/fasterxml/jackson/core/jackson-core/2.10.4/jackson-core-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/core/jackson-annotations/2.10.4/jackson-annotations-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/jaxrs/jackson-jaxrs-json-provider/2.10.4/jackson-jaxrs-json-provider-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/jaxrs/jackson-jaxrs-base/2.10.4/jackson-jaxrs-base-2.10.4.jar:/usr/local/src/repo/com/fasterxml/jackson/module/jackson-module-jaxb-annotations/2.10.4/jackson-module-jaxb-annotations-2.10.4.jar:/usr/local/src/repo/jakarta/xml/bind/jakarta.xml.bind-api/2.3.2/jakarta.xml.bind-api-2.3.2.jar:/usr/local/src/repo/jakarta/activation/jakarta.activation-api/1.2.1/jakarta.activation-api-1.2.1.jar:/usr/local/src/repo/com/fasterxml/jackson/dataformat/jackson-dataformat-xml/2.10.4/jackson-dataformat-xml-2.10.4.jar:/usr/local/src/repo/org/codehaus/woodstox/stax2-api/4.2/stax2-api-4.2.jar:/usr/local/src/repo/com/fasterxml/woodstox/woodstox-core/6.2.0/woodstox-core-6.2.0.jar:/usr/local/src/repo/org/scala-lang/scala-reflect/2.12.10/scala-reflect-2.12.10.jar:/usr/local/src/repo/org/scala-lang/scala-compiler/2.12.10/scala-compiler-2.12.10.jar:/usr/local/src/repo/org/scala-lang/modules/scala-xml_2.12/1.0.6/scala-xml_2.12-1.0.6.jar:/usr/local/src/repo/org/scala-lang/scala-library/2.12.10/scala-library-2.12.10.jar:/usr/local/src/repo/org/apache/kafka/kafka_2.12/2.4.1/kafka_2.12-2.4.1.jar:/usr/local/src/repo/com/fasterxml/jackson/module/jackson-module-scala_2.12/2.10.0/jackson-module-scala_2.12-2.10.0.jar:/usr/local/src/repo/com/fasterxml/jackson/module/jackson-module-paranamer/2.10.0/jackson-module-paranamer-2.10.0.jar:/usr/local/src/repo/com/fasterxml/jackson/dataformat/jackson-dataformat-csv/2.10.0/jackson-dataformat-csv-2.10.0.jar:/usr/local/src/repo/com/fasterxml/jackson/datatype/jackson-datatype-jdk8/2.10.0/jackson-datatype-jdk8-2.10.0.jar:/usr/local/src/repo/net/sf/jopt-simple/jopt-simple/5.0.4/jopt-simple-5.0.4.jar:/usr/local/src/repo/com/yammer/metrics/metrics-core/2.2.0/metrics-core-2.2.0.jar:/usr/local/src/repo/org/scala-lang/modules/scala-collection-compat_2.12/2.1.2/scala-collection-compat_2.12-2.1.2.jar:/usr/local/src/repo/org/scala-lang/modules/scala-java8-compat_2.12/0.9.0/scala-java8-compat_2.12-0.9.0.jar:/usr/local/src/repo/com/typesafe/scala-logging/scala-logging_2.12/3.9.2/scala-logging_2.12-3.9.2.jar:/usr/local/src/repo/org/slf4j/slf4j-api/1.7.28/slf4j-api-1.7.28.jar:/usr/local/src/repo/org/apache/zookeeper/zookeeper/3.5.7/zookeeper-3.5.7.jar:/usr/local/src/repo/org/apache/zookeeper/zookeeper-jute/3.5.7/zookeeper-jute-3.5.7.jar:/usr/local/src/repo/io/netty/netty-handler/4.1.45.Final/netty-handler-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-common/4.1.45.Final/netty-common-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-buffer/4.1.45.Final/netty-buffer-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-transport/4.1.45.Final/netty-transport-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-resolver/4.1.45.Final/netty-resolver-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-codec/4.1.45.Final/netty-codec-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-transport-native-epoll/4.1.45.Final/netty-transport-native-epoll-4.1.45.Final.jar:/usr/local/src/repo/io/netty/netty-transport-native-unix-common/4.1.45.Final/netty-transport-native-unix-common-4.1.45.Final.jar:/usr/local/src/repo/commons-cli/commons-cli/1.4/commons-cli-1.4.jar:/usr/local/src/repo/org/apache/flink/flink-connector-jdbc_2.12/1.14.0/flink-connector-jdbc_2.12-1.14.0.jar:/usr/local/src/repo/com/h2database/h2/1.4.200/h2-1.4.200.jar:/usr/local/src/repo/org/apache/flink/flink-shaded-force-shading/14.0/flink-shaded-force-shading-14.0.jar:/usr/local/src/repo/org/apache/flink/flink-runtime-web_2.12/1.14.0/flink-runtime-web_2.12-1.14.0.jar:/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ax/servlet/javax.servlet-api/3.1.0/javax.servlet-api-3.1.0.jar:/usr/local/src/repo/com/lmax/disruptor/3.3.6/disruptor-3.3.6.jar:/usr/local/src/repo/org/apache/hadoop/hadoop-distcp/2.8.5/hadoop-distcp-2.8.5.jar:/usr/local/src/repo/org/apache/hbase/hbase-replication/2.2.3/hbase-replication-2.2.3.jar:/usr/local/src/repo/commons-io/commons-io/2.5/commons-io-2.5.jar:/usr/local/src/repo/org/apache/hadoop/hadoop-hdfs/2.8.5/hadoop-hdfs-2.8.5.jar:/usr/local/src/repo/org/mortbay/jetty/jetty/6.1.26/jetty-6.1.26.jar:/usr/local/src/repo/org/mortbay/jetty/jetty-util/6.1.26/jetty-util-6.1.26.jar:/usr/local/src/repo/com/sun/jersey/jersey-core/1.9/jersey-core-1.9.jar:/usr/local/src/repo/com/sun/jersey/jersey-server/1.9/jersey-server-1.9.jar:/usr/local/src/repo/asm/asm/3.1/asm-3.1.jar:/usr/local/src/repo/commons-daemon/commons-daemon/1.0.13/commons-daemon-1.0.13.jar:/usr/local/src/repo/xmlenc/xmlenc/0.52/xmlenc-0.52.jar:/usr/local/src/repo/org/apache/yetus/audience-annotations/0.5.0/audience-annotations-0.5.0.jar:/usr/local/src/repo/org/apache/hbase/hbase-client/2.2.3/hbase-client-2.2.3.jar:/usr/local/src/repo/org/jruby/jcodings/jcodings/1.0.18/jcodings-1.0.18.jar:/usr/local/src/repo/org/jruby/joni/joni/2.1.11/joni-2.1.11.jar:/usr/local/src/repo/ru/yandex/clickhouse/clickhouse-jdbc/0.3.2/clickhouse-jdbc-0.3.2.jar:/usr/local/src/repo/com/clickhouse/clickhouse-http-client/0.3.2/clickhouse-http-client-0.3.2.jar:/usr/local/src/repo/com/clickhouse/clickhouse-client/0.3.2/clickhouse-client-0.3.2.jar:/usr/local/src/repo/com/google/code/gson/gson/2.8.8/gson-2.8.8.jar:/usr/local/src/repo/org/apache/httpcomponents/httpmime/4.5.13/httpmime-4.5.13.jar:/opt/scala-2.12.10/lib/scala-parser-combinators_2.12-1.0.7.jar:/opt/scala-2.12.10/lib/scala-xml_2.12-1.0.6.jar:/opt/scala-2.12.10/lib/scala-swing_2.12-2.0.3.jar:/opt/scala-2.12.10/lib/scala-reflect.jar:/opt/scala-2.12.10/lib/scala-library.jar gs8.shujuwaqu2 log4j:WARN No appenders could be found for logger (org.apache.hadoop.hive.conf.HiveConf). log4j:WARN Please initialize the log4j system properly. log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info. Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 25/10/09 15:41:11 WARN Utils: Your hostname, pbcp resolves to a loopback address: 127.0.1.1; using 192.168.75.3 instead (on interface ens33) 25/10/09 15:41:11 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address 25/10/09 15:41:11 INFO SparkContext: Running Spark version 3.1.1 25/10/09 15:41:11 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 25/10/09 15:41:11 INFO ResourceUtils: ============================================================== 25/10/09 15:41:11 INFO ResourceUtils: No custom resources configured for spark.driver. 25/10/09 15:41:11 INFO ResourceUtils: ============================================================== 25/10/09 15:41:11 INFO SparkContext: Submitted application: RandomForestModel 25/10/09 15:41:11 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0) 25/10/09 15:41:11 INFO ResourceProfile: Limiting resource is cpu 25/10/09 15:41:11 INFO ResourceProfileManager: Added ResourceProfile id: 0 25/10/09 15:41:11 INFO SecurityManager: Changing view acls to: root 25/10/09 15:41:11 INFO SecurityManager: Changing modify acls to: root 25/10/09 15:41:11 INFO SecurityManager: Changing view acls groups to: 25/10/09 15:41:11 INFO SecurityManager: Changing modify acls groups to: 25/10/09 15:41:11 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(root); groups with view permissions: Set(); users with modify permissions: Set(root); groups with modify permissions: Set() 25/10/09 15:41:12 INFO Utils: Successfully started service 'sparkDriver' on port 45815. 25/10/09 15:41:12 INFO SparkEnv: Registering MapOutputTracker 25/10/09 15:41:12 INFO SparkEnv: Registering BlockManagerMaster 25/10/09 15:41:12 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 25/10/09 15:41:12 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 25/10/09 15:41:12 INFO SparkEnv: Registering BlockManagerMasterHeartbeat 25/10/09 15:41:12 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-5cf527aa-87b6-4cde-8bd4-fd7658d60a9a 25/10/09 15:41:12 INFO MemoryStore: MemoryStore started with capacity 1948.2 MiB 25/10/09 15:41:12 INFO SparkEnv: Registering OutputCommitCoordinator 25/10/09 15:41:12 INFO Utils: Successfully started service 'SparkUI' on port 4040. 25/10/09 15:41:12 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://192.168.75.3:4040 25/10/09 15:41:12 INFO Executor: Starting executor ID driver on host 192.168.75.3 25/10/09 15:41:12 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 44405. 25/10/09 15:41:12 INFO NettyBlockTransferService: Server created on 192.168.75.3:44405 25/10/09 15:41:12 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 25/10/09 15:41:12 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, 192.168.75.3, 44405, None) 25/10/09 15:41:12 INFO BlockManagerMasterEndpoint: Registering block manager 192.168.75.3:44405 with 1948.2 MiB RAM, BlockManagerId(driver, 192.168.75.3, 44405, None) 25/10/09 15:41:12 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, 192.168.75.3, 44405, None) 25/10/09 15:41:12 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, 192.168.75.3, 44405, None) 25/10/09 15:41:13 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:41:13 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 25/10/09 15:41:14 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:41:14 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist 25/10/09 15:41:14 INFO Persistence: Property datanucleus.metadata.validate unknown - will be ignored 25/10/09 15:41:14 INFO Persistence: Property hive.metastore.integral.jdo.pushdown unknown - will be ignored 25/10/09 15:41:14 INFO Persistence: Property datanucleus.cache.level2 unknown - will be ignored 25/10/09 15:41:14 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/lib doesn't exist 25/10/09 15:41:14 ERROR FileUtils: The jar file path /opt/module/hive-3.1.2/jdbc doesn't exist Exception in thread "main" org.apache.spark.sql.catalyst.parser.ParseException: DataType longtype is not supported.(line 1, pos 0) == SQL == LongType ^^^ at org.apache.spark.sql.catalyst.parser.AstBuilder.$anonfun$visitPrimitiveDataType$1(AstBuilder.scala:2267) at org.apache.spark.sql.catalyst.parser.ParserUtils$.withOrigin(ParserUtils.scala:124) at org.apache.spark.sql.catalyst.parser.AstBuilder.visitPrimitiveDataType(AstBuilder.scala:2242) at org.apache.spark.sql.catalyst.parser.AstBuilder.visitPrimitiveDataType(AstBuilder.scala:54) at org.apache.spark.sql.catalyst.parser.SqlBaseParser$PrimitiveDataTypeContext.accept(SqlBaseParser.java:17259) at org.apache.spark.sql.catalyst.parser.AstBuilder.typedVisit(AstBuilder.scala:58) at org.apache.spark.sql.catalyst.parser.AstBuilder.$anonfun$visitSingleDataType$1(AstBuilder.scala:98) at org.apache.spark.sql.catalyst.parser.ParserUtils$.withOrigin(ParserUtils.scala:124) at org.apache.spark.sql.catalyst.parser.AstBuilder.visitSingleDataType(AstBuilder.scala:98) at org.apache.spark.sql.catalyst.parser.AbstractSqlParser.$anonfun$parseDataType$1(ParseDriver.scala:39) at org.apache.spark.sql.catalyst.parser.AbstractSqlParser.parse(ParseDriver.scala:107) at org.apache.spark.sql.catalyst.parser.AbstractSqlParser.parseDataType(ParseDriver.scala:38) at org.apache.spark.sql.Column.cast(Column.scala:1204) at gs8.shujuwaqu2$.main(shujuwaqu2.scala:24) at gs8.shujuwaqu2.main(shujuwaqu2.scala) Process finished with exit code 1
10-10
"C:\Program Files\Java\jdk1.8.0_281\bin\java.exe" "-javaagent:D:\新建文件夹 (2)\IDEA\idea\IntelliJ IDEA 2019.3.3\lib\idea_rt.jar=59342" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_281\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\ext\zipfs.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\javaws.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\jce.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\jfr.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\jfxswt.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\jsse.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\management-agent.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\plugin.jar;C:\Program Files\Java\jdk1.8.0_281\jre\lib\resources.jar;C:\Program 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op3.2\jars\RoaringBitmap-0.9.0.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\scala-collection-compat_2.12-2.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\scala-compiler-2.12.10.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\scala-library-2.12.10.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\scala-parser-combinators_2.12-1.1.2.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\scala-reflect-2.12.10.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\scala-xml_2.12-1.2.0.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\shapeless_2.12-2.3.3.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\shims-0.9.0.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\slf4j-api-1.7.30.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\slf4j-log4j12-1.7.30.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\snakeyaml-1.24.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\snappy-java-1.1.8.2.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-catalyst_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-core_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-graphx_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-hive-thriftserver_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-hive_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-kubernetes_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-kvstore_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-launcher_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-mesos_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-mllib-local_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-mllib_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-network-common_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-network-shuffle_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-repl_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-sketch_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-sql_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-streaming_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-tags_2.12-3.1.1-tests.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-tags_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-unsafe_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spark-yarn_2.12-3.1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spire-macros_2.12-0.17.0-M1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spire-platform_2.12-0.17.0-M1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spire-util_2.12-0.17.0-M1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\spire_2.12-0.17.0-M1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\ST4-4.0.4.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\stax-api-1.0.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\stax2-api-3.1.4.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\stream-2.9.6.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\super-csv-2.2.0.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\threeten-extra-1.5.0.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\token-provider-1.0.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\transaction-api-1.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\univocity-parsers-2.9.1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\velocity-1.5.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\woodstox-core-5.0.3.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\xbean-asm7-shaded-4.15.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\xz-1.5.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\zjsonpatch-0.3.0.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\zookeeper-3.4.14.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\zstd-jni-1.4.8-1.jar;D:\spark\spark-3.1.1-bin-hadoop3.2\jars\arrow-vector-2.0.0.jar" car.LoadModelRideHailing Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 25/06/08 17:05:07 INFO SparkContext: Running Spark version 3.1.1 25/06/08 17:05:07 INFO ResourceUtils: ============================================================== 25/06/08 17:05:07 INFO ResourceUtils: No custom resources configured for spark.driver. 25/06/08 17:05:07 INFO ResourceUtils: ============================================================== 25/06/08 17:05:07 INFO SparkContext: Submitted application: LoadModelRideHailing 25/06/08 17:05:07 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0) 25/06/08 17:05:07 INFO ResourceProfile: Limiting resource is cpu 25/06/08 17:05:07 INFO ResourceProfileManager: Added ResourceProfile id: 0 25/06/08 17:05:07 INFO SecurityManager: Changing view acls to: wyatt 25/06/08 17:05:07 INFO SecurityManager: Changing modify acls to: wyatt 25/06/08 17:05:07 INFO SecurityManager: Changing view acls groups to: 25/06/08 17:05:07 INFO SecurityManager: Changing modify acls groups to: 25/06/08 17:05:07 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(wyatt); groups with view permissions: Set(); users with modify permissions: Set(wyatt); groups with modify permissions: Set() 25/06/08 17:05:07 INFO Utils: Successfully started service 'sparkDriver' on port 59361. 25/06/08 17:05:07 INFO SparkEnv: Registering MapOutputTracker 25/06/08 17:05:07 INFO SparkEnv: Registering BlockManagerMaster 25/06/08 17:05:08 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 25/06/08 17:05:08 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 25/06/08 17:05:08 INFO SparkEnv: Registering BlockManagerMasterHeartbeat 25/06/08 17:05:08 INFO DiskBlockManager: Created local directory at C:\Users\wyatt\AppData\Local\Temp\blockmgr-8fe065e2-024c-4e2f-8662-45d2fe3de444 25/06/08 17:05:08 INFO MemoryStore: MemoryStore started with capacity 1899.0 MiB 25/06/08 17:05:08 INFO SparkEnv: Registering OutputCommitCoordinator 25/06/08 17:05:08 INFO Utils: Successfully started service 'SparkUI' on port 4040. 25/06/08 17:05:08 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://windows10.microdone.cn:4040 25/06/08 17:05:08 INFO Executor: Starting executor ID driver on host windows10.microdone.cn 25/06/08 17:05:08 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 59392. 25/06/08 17:05:08 INFO NettyBlockTransferService: Server created on windows10.microdone.cn:59392 25/06/08 17:05:08 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 25/06/08 17:05:08 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, windows10.microdone.cn, 59392, None) 25/06/08 17:05:08 INFO BlockManagerMasterEndpoint: Registering block manager windows10.microdone.cn:59392 with 1899.0 MiB RAM, BlockManagerId(driver, windows10.microdone.cn, 59392, None) 25/06/08 17:05:08 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, windows10.microdone.cn, 59392, None) 25/06/08 17:05:08 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, windows10.microdone.cn, 59392, None) Exception in thread "main" java.lang.IllegalArgumentException: 测试数据中不包含 features 列,请检查数据! at car.LoadModelRideHailing$.main(LoadModelRideHailing.scala:23) at car.LoadModelRideHailing.main(LoadModelRideHailing.scala) 进程已结束,退出代码为 1 package car import org.apache.spark.ml.classification.{LogisticRegressionModel, RandomForestClassificationModel} import org.apache.spark.ml.evaluation.MulticlassClassificationEvaluator import org.apache.spark.sql.{SparkSession, functions => F} object LoadModelRideHailing { def main(args: Array[String]): Unit = { val spark = SparkSession.builder() .master("local[3]") .appName("LoadModelRideHailing") .getOrCreate() spark.sparkContext.setLogLevel("Error") // 使用经过特征工程处理后的测试数据 val TestData = spark.read.option("header", "true").csv("C:\\Users\\wyatt\\Documents\\ride_hailing_test_data.csv") // 将 label 列转换为数值类型 val testDataWithNumericLabel = TestData.withColumn("label", F.col("label").cast("double")) // 检查 features 列是否存在 if (!testDataWithNumericLabel.columns.contains("features")) { throw new IllegalArgumentException("测试数据中不包含 features 列,请检查数据!") } // 修正后的模型路径(确保文件夹存在且包含元数据) val LogisticModel = LogisticRegressionModel.load("C:\\Users\\wyatt\\Documents\\ride_hailing_logistic_model") // 示例路径 val LogisticPre = LogisticModel.transform(testDataWithNumericLabel) val LogisticAcc = new MulticlassClassificationEvaluator() .setLabelCol("label") .setPredictionCol("prediction") .setMetricName("accuracy") .evaluate(LogisticPre) println("逻辑回归模型后期数据准确率:" + LogisticAcc) // 随机森林模型路径同步修正 val RandomForest = RandomForestClassificationModel.load("C:\\Users\\wyatt\\Documents\\ride_hailing_random_forest_model") // 示例路径 val RandomForestPre = RandomForest.transform(testDataWithNumericLabel) val RandomForestAcc = new MulticlassClassificationEvaluator() .setLabelCol("label") .setPredictionCol("prediction") .setMetricName("accuracy") .evaluate(RandomForestPre) println("随机森林模型后期数据准确率:" + RandomForestAcc) spark.stop() } }
06-09
/home/hadoopmaster/jdk1.8.0_161/bin/java -javaagent:/home/hadoopmaster/idea-IC-221.6008.13/lib/idea_rt.jar=34515:/home/hadoopmaster/idea-IC-221.6008.13/bin -Dfile.encoding=UTF-8 -classpath 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1-bin-hadoop2.7/jars/hive-jdbc-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hk2-utils-2.6.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/httpcore-4.4.14.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jaxb-api-2.2.11.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jersey-hk2-2.34.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jodd-core-3.5.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/orc-core-1.6.12.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/super-csv-2.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/xml-apis-1.4.01.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/zookeeper-3.6.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/JLargeArrays-1.5.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/activation-1.1.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/automaton-1.11-8.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-dbcp-1.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-lang-2.6.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-text-1.6.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-serde-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-shims-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/javolution-5.5.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/libthrift-0.12.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/orc-shims-1.6.12.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/slf4j-api-1.7.30.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/zjsonpatch-0.3.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/zstd-jni-1.5.0-4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/chill-java-0.10.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/chill_2.12-0.10.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/guice-servlet-3.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-auth-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-hdfs-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-common-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hk2-locator-2.6.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/httpclient-4.5.13.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-xc-1.9.13.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jetty-util-6.1.26.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/joda-time-2.10.10.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kryo-shaded-4.0.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/metrics-jmx-4.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/metrics-jvm-4.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/rocksdbjni-6.20.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spire_2.12-0.17.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/xercesImpl-2.12.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/aircompressor-0.21.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/algebra_2.12-2.0.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/annotations-17.0.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/antlr4-runtime-4.8.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/api-util-1.0.0-M20.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/arrow-format-2.0.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/arrow-vector-2.0.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/avro-mapred-1.10.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-codec-1.15.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-pool-1.5.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/compress-lzf-1.0.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-beeline-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/javax.jdo-3.2.0-m3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jaxb-runtime-2.3.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jersey-client-2.34.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jersey-common-2.34.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jersey-server-2.34.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/leveldbjni-all-1.8.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/metrics-core-4.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/metrics-json-4.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/RoaringBitmap-0.9.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/antlr-runtime-3.5.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-math3-3.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-client-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-common-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-core-2.12.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/javassist-3.25.0-GA.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jul-to-slf4j-1.7.30.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/protobuf-java-2.5.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/snappy-java-1.1.8.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/transaction-api-1.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/bonecp-0.8.0.RELEASE.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-crypto-1.1.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-digester-1.8.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-lang3-3.12.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/curator-client-2.7.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-exec-2.3.9-core.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-metastore-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-jaxrs-1.9.13.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jakarta.inject-2.6.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/orc-mapreduce-1.6.12.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/scala-xml_2.12-1.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/shapeless_2.12-2.3.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/slf4j-log4j12-1.7.30.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-sql_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/threeten-extra-1.5.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/zookeeper-jute-3.6.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-compress-1.21.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-logging-1.1.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/curator-recipes-2.7.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-yarn-api-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-shims-0.23-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jcl-over-slf4j-1.7.30.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/parquet-column-1.12.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/parquet-common-1.12.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/parquet-hadoop-1.12.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/scala-library-2.12.15.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/scala-reflect-2.12.15.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-core_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-hive_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-repl_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-tags_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-yarn_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/api-asn1-api-1.0.0-M20.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/breeze-macros_2.12-1.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/cats-kernel_2.12-2.1.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-httpclient-3.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/flatbuffers-java-1.9.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-llap-common-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-service-rpc-3.1.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-storage-api-2.7.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jetty-sslengine-6.1.26.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/metrics-graphite-4.2.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/netty-all-4.1.68.Final.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/parquet-jackson-1.12.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/scala-compiler-2.12.15.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-mesos_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-mllib_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spire-util_2.12-0.17.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/xbean-asm9-shaded-4.20.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/apacheds-i18n-2.0.0-M15.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/arpack_combined_all-0.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/arrow-memory-core-2.0.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-beanutils-1.9.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-compiler-3.0.16.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/curator-framework-2.7.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/datanucleus-core-4.1.17.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-shims-common-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-core-asl-1.9.13.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-databind-2.12.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jakarta.ws.rs-api-2.1.6.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-client-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/macro-compat_2.12-1.1.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/parquet-encoding-1.12.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-graphx_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-sketch_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-unsafe_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/univocity-parsers-2.9.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/arrow-memory-netty-2.0.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/datanucleus-rdbms-4.1.19.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-annotations-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-yarn-client-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-yarn-common-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-kvstore_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spire-macros_2.12-0.17.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-collections-3.2.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/commons-configuration-1.6.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/datanucleus-api-jdo-4.2.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-mapper-asl-1.9.13.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jakarta.servlet-api-4.0.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/json4s-ast_2.12-3.7.0-M11.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-catalyst_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-launcher_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/audience-annotations-0.5.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-shims-scheduler-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hive-vector-code-gen-2.3.9.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-annotations-2.12.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jakarta.xml.bind-api-2.3.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/json4s-core_2.12-3.7.0-M11.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-streaming_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spire-platform_2.12-0.17.0.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-apps-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-core-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-node-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-rbac-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/logging-interceptor-3.12.12.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/mesos-1.4.0-shaded-protobuf.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/osgi-resource-locator-1.0.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-kubernetes_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-tags_2.12-3.2.1-tests.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/aopalliance-repackaged-2.6.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/htrace-core-3.1.0-incubating.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/istack-commons-runtime-3.0.8.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jakarta.annotation-api-1.3.5.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jakarta.validation-api-2.0.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/json4s-scalap_2.12-3.7.0-M11.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-batch-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-mllib-local_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jersey-container-servlet-2.34.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/json4s-jackson_2.12-3.7.0-M11.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-common-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-events-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-policy-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-dataformat-yaml-2.12.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-datatype-jsr310-2.11.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-metrics-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-yarn-server-common-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-network-common_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jackson-module-scala_2.12-2.12.3.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-discovery-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/parquet-format-structures-1.12.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-network-shuffle_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/apacheds-kerberos-codec-2.0.0-M15.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-mapreduce-client-app-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-extensions-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-networking-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-scheduling-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-mapreduce-client-core-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-yarn-server-web-proxy-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/jersey-container-servlet-core-2.34.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-autoscaling-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-flowcontrol-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/scala-collection-compat_2.12-2.1.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/spark-hive-thriftserver_2.12-3.2.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-certificates-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-coordination-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-storageclass-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/scala-parser-combinators_2.12-1.1.2.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-mapreduce-client-common-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-apiextensions-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-mapreduce-client-shuffle-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/hadoop-mapreduce-client-jobclient-2.7.4.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/kubernetes-model-admissionregistration-5.4.1.jar:/home/hadoopmaster/spark-3.2.1-bin-hadoop2.7/jars/dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar kkk.WordCount Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 25/06/02 20:17:03 INFO SparkContext: Running Spark version 3.2.1 25/06/02 20:17:04 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 25/06/02 20:17:04 INFO ResourceUtils: ============================================================== 25/06/02 20:17:04 INFO ResourceUtils: No custom resources configured for spark.driver. 25/06/02 20:17:04 INFO ResourceUtils: ============================================================== 25/06/02 20:17:04 INFO SparkContext: Submitted application: WordCount 25/06/02 20:17:04 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0) 25/06/02 20:17:04 INFO ResourceProfile: Limiting resource is cpu 25/06/02 20:17:04 INFO ResourceProfileManager: Added ResourceProfile id: 0 25/06/02 20:17:04 INFO SecurityManager: Changing view acls to: root 25/06/02 20:17:04 INFO SecurityManager: Changing modify acls to: root 25/06/02 20:17:04 INFO SecurityManager: Changing view acls groups to: 25/06/02 20:17:04 INFO SecurityManager: Changing modify acls groups to: 25/06/02 20:17:04 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(root); groups with view permissions: Set(); users with modify permissions: Set(root); groups with modify permissions: Set() 25/06/02 20:17:05 INFO Utils: Successfully started service 'sparkDriver' on port 41615. 25/06/02 20:17:05 INFO SparkEnv: Registering MapOutputTracker 25/06/02 20:17:05 INFO SparkEnv: Registering BlockManagerMaster 25/06/02 20:17:05 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 25/06/02 20:17:05 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 25/06/02 20:17:05 INFO SparkEnv: Registering BlockManagerMasterHeartbeat 25/06/02 20:17:05 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-68486311-3f69-48e8-8f69-e7afffcf5979 25/06/02 20:17:05 INFO MemoryStore: MemoryStore started with capacity 258.5 MiB 25/06/02 20:17:05 INFO SparkEnv: Registering OutputCommitCoordinator 25/06/02 20:17:06 INFO Utils: Successfully started service 'SparkUI' on port 4040. 25/06/02 20:17:06 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://hadoopmaster:4040 25/06/02 20:17:06 INFO Executor: Starting executor ID driver on host hadoopmaster 25/06/02 20:17:06 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 41907. 25/06/02 20:17:06 INFO NettyBlockTransferService: Server created on hadoopmaster:41907 25/06/02 20:17:06 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 25/06/02 20:17:06 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, hadoopmaster, 41907, None) 25/06/02 20:17:06 INFO BlockManagerMasterEndpoint: Registering block manager hadoopmaster:41907 with 258.5 MiB RAM, BlockManagerId(driver, hadoopmaster, 41907, None) 25/06/02 20:17:06 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, hadoopmaster, 41907, None) 25/06/02 20:17:06 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, hadoopmaster, 41907, None) 25/06/02 20:17:08 INFO MemoryStore: Block broadcast_0 stored as values in memory (estimated size 244.0 KiB, free 258.2 MiB) 25/06/02 20:17:09 INFO MemoryStore: Block broadcast_0_piece0 stored as bytes in memory (estimated size 23.4 KiB, free 258.2 MiB) 25/06/02 20:17:09 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on hadoopmaster:41907 (size: 23.4 KiB, free: 258.5 MiB) 25/06/02 20:17:09 INFO SparkContext: Created broadcast 0 from textFile at WordCount.scala:9 Exception in thread "main" org.apache.hadoop.mapred.InvalidInputException: Input path does not exist: file:/home/hadoopmaster/words.txt at org.apache.hadoop.mapred.FileInputFormat.singleThreadedListStatus(FileInputFormat.java:287) at org.apache.hadoop.mapred.FileInputFormat.listStatus(FileInputFormat.java:229) at org.apache.hadoop.mapred.FileInputFormat.getSplits(FileInputFormat.java:315) at org.apache.spark.rdd.HadoopRDD.getPartitions(HadoopRDD.scala:205) at org.apache.spark.rdd.RDD.$anonfun$partitions$2(RDD.scala:300) at scala.Option.getOrElse(Option.scala:189) at org.apache.spark.rdd.RDD.partitions(RDD.scala:296) at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:49) at org.apache.spark.rdd.RDD.$anonfun$partitions$2(RDD.scala:300) at scala.Option.getOrElse(Option.scala:189) at org.apache.spark.rdd.RDD.partitions(RDD.scala:296) at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:49) at org.apache.spark.rdd.RDD.$anonfun$partitions$2(RDD.scala:300) at scala.Option.getOrElse(Option.scala:189) at org.apache.spark.rdd.RDD.partitions(RDD.scala:296) at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:49) at org.apache.spark.rdd.RDD.$anonfun$partitions$2(RDD.scala:300) at scala.Option.getOrElse(Option.scala:189) at org.apache.spark.rdd.RDD.partitions(RDD.scala:296) at org.apache.spark.Partitioner$.$anonfun$defaultPartitioner$4(Partitioner.scala:78) at org.apache.spark.Partitioner$.$anonfun$defaultPartitioner$4$adapted(Partitioner.scala:78) at scala.collection.immutable.List.map(List.scala:293) at org.apache.spark.Partitioner$.defaultPartitioner(Partitioner.scala:78) at org.apache.spark.rdd.PairRDDFunctions.$anonfun$reduceByKey$4(PairRDDFunctions.scala:322) at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151) at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112) at org.apache.spark.rdd.RDD.withScope(RDD.scala:414) at org.apache.spark.rdd.PairRDDFunctions.reduceByKey(PairRDDFunctions.scala:322) at kkk.WordCount$.main(WordCount.scala:10) at kkk.WordCount.main(WordCount.scala) 25/06/02 20:17:09 INFO SparkContext: Invoking stop() from shutdown hook 25/06/02 20:17:09 INFO SparkUI: Stopped Spark web UI at http://hadoopmaster:4040 25/06/02 20:17:09 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped! 25/06/02 20:17:09 INFO MemoryStore: MemoryStore cleared 25/06/02 20:17:09 INFO BlockManager: BlockManager stopped 25/06/02 20:17:09 INFO BlockManagerMaster: BlockManagerMaster stopped 25/06/02 20:17:09 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped! 25/06/02 20:17:10 INFO SparkContext: Successfully stopped SparkContext 25/06/02 20:17:10 INFO ShutdownHookManager: Shutdown hook called 25/06/02 20:17:10 INFO ShutdownHookManager: Deleting directory /tmp/spark-213e3a91-227c-4e0a-8254-ab5c0f00786d Process finished with exit code 1
06-04
【无人机】基于改进粒子群算法的无人机路径规划研究[和遗传算法、粒子群算法进行比较](Matlab代码实现)内容概要:本文围绕基于改进粒子群算法的无人机路径规划展开研究,重点探讨了在复杂环境中利用改进粒子群算法(PSO)实现无人机三维路径规划的方法,并将其与遗传算法(GA)、标准粒子群算法等传统优化算法进行对比分析。研究内容涵盖路径规划的多目标优化、避障策略、航路点约束以及算法收敛性和寻优能力的评估,所有实验均通过Matlab代码实现,提供了完整的仿真验证流程。文章还提到了多种智能优化算法在无人机路径规划中的应用比较,突出了改进PSO在收敛速度和全局寻优方面的优势。; 适合人群:具备一定Matlab编程基础和优化算法知识的研究生、科研人员及从事无人机路径规划、智能优化算法研究的相关技术人员。; 使用场景及目标:①用于无人机在复杂地形或动态环境下的三维路径规划仿真研究;②比较不同智能优化算法(如PSO、GA、蚁群算法、RRT等)在路径规划中的性能差异;③为多目标优化问题提供算法选型和改进思路。; 阅读建议:建议读者结合文中提供的Matlab代码进行实践操作,重点关注算法的参数设置、适应度函数设计及路径约束处理方式,同时可参考文中提到的多种算法对比思路,拓展到其他智能优化算法的研究与改进中。
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