大数据-Flink版本升级到1.17Maven中的相关依赖

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大数据-Flink版本升级到1.17Maven中的相关依赖、Flink1.12版本备份、启动信息查看

前言

本文环境版本

zookeeper 3.8.2
hadoop 2.10.2
hive 2.3.9
hbase 2.5.5
flink 1.17.1
scala 2.12
phoenix 5.1.3

官方文档

https://nightlies.apache.org/flink/flink-docs-release-1.17/docs/dev/table/overview/

连接Hive

https://nightlies.apache.org/flink/flink-docs-release-1.17/docs/connectors/table/hive/overview/

依赖搜索

https://central.sonatype.com/

https://developer.aliyun.com/mvn/search

阿里云Maven

https://developer.aliyun.com/mvn/guide

类搜索

https://www.classnotfound.com.cn/

版本定义

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<properties>
    <maven.compiler.source>8</maven.compiler.source>
    <maven.compiler.target>8</maven.compiler.target>
    <hadoop.version>2.10.2</hadoop.version>
    <hive.version>2.3.9</hive.version>
    <flink.version>1.17.1</flink.version>
    <scala.binary.version>2.12</scala.binary.version>
    <!--这个不是所有的版本都有 2.5.0是兼容2.5.6的-->
    <hbase.version>2.5.0</hbase.version>
    <phoenix.version>5.1.3</phoenix.version>

    <!-- 文件拷贝时的编码 -->
    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
    <!-- 编译时的编码 -->
    <maven.compiler.encoding>UTF-8</maven.compiler.encoding>
</properties>

Flink相关Jar

创建项目

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mvn archetype:generate -DarchetypeGroupId=org.apache.flink -DarchetypeArtifactId=flink-quickstart-java -DarchetypeVersion=1.17.1

默认会添加以下依赖

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<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-streaming-java</artifactId>
    <version>${flink.version}</version>
    <scope>provided</scope>
</dependency>
<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-clients</artifactId>
    <version>${flink.version}</version>
    <scope>provided</scope>
</dependency>

Table+DataStream

APIs you want to use Dependency you need to add
DataStream flink-streaming-java
DataStream with Scala flink-streaming-scala_2.12
Table API flink-table-api-java
Table API with Scala flink-table-api-scala_2.12
Table API + DataStream flink-table-api-java-bridge
Table API + DataStream with Scala flink-table-api-scala-bridge_2.12

以下依赖不再依赖Scala版本

  • flink-clients_${scala.binary.version} => flink-clients

  • flink-table-api-java-bridge_${scala.binary.version} => flink-table-api-java-bridge

以下被移除

  • flink-table-planner-blink_${scala.binary.version} 新版本已经移除，最后支持的Flink版本是1.13.6

Flink的useBlinkPlanner选项是用于启用Blink批处理和流处理的Planner。

Blink是Flink的新一代查询引擎，它提供了更高的性能和更好的稳定性。

useBlinkPlanner选项的作用是告诉Flink使用Blink Planner来解析和优化查询计划。

通过启用Blink Planner，您可以获得更好的查询性能和更高级的查询优化功能。

新版本已经没有该方法，默认使用新的Blink查询引擎。

必装的Jar

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<!-- flink核心API -->
<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-java</artifactId>
    <version>${flink.version}</version>
</dependency>
<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-scala_${scala.binary.version}</artifactId>
    <version>${flink.version}</version>
</dependency>

<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-table-common</artifactId>
    <version>${flink.version}</version>
</dependency>

<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-table-api-scala_${scala.binary.version}</artifactId>
    <version>${flink.version}</version>
</dependency>
<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-table-api-scala-bridge_${scala.binary.version}</artifactId>
    <version>${flink.version}</version>
</dependency>

<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-table-planner_${scala.binary.version}</artifactId>
    <version>${flink.version}</version>
    <scope>provided</scope>
</dependency>
<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-json</artifactId>
    <version>${flink.version}</version>
</dependency>

Hive

添加依赖

在Spark连接Hive导入相关maven依赖时

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<!-- Hive Connector的支持-->
<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-connector-hive_${scala.binary.version}</artifactId>
    <version>${flink.version}</version>
</dependency>

<dependency>
    <groupId>org.apache.hive</groupId>
    <artifactId>hive-exec</artifactId>
    <version>${hive.version}</version>
    <exclusions>
        <exclusion>
            <artifactId>hadoop-hdfs</artifactId>
            <groupId>org.apache.hadoop</groupId>
        </exclusion>
        <exclusion>
            <artifactId>commons-lang</artifactId>
            <groupId>commons-lang</groupId>
        </exclusion>
        <exclusion>
            <artifactId>commons-collections</artifactId>
            <groupId>commons-collections</groupId>
        </exclusion>
        <exclusion>
            <artifactId>protobuf-java</artifactId>
            <groupId>com.google.protobuf</groupId>
        </exclusion>
        <exclusion>
            <artifactId>slf4j-api</artifactId>
            <groupId>org.slf4j</groupId>
        </exclusion>
    </exclusions>
</dependency>

<!--Hive JDBC-->
<dependency>
    <groupId>org.apache.hive</groupId>
    <artifactId>hive-jdbc</artifactId>
    <version>${hive.version}</version>
    <exclusions>
        <exclusion>
            <artifactId>protobuf-java</artifactId>
            <groupId>com.google.protobuf</groupId>
        </exclusion>
        <exclusion>
            <artifactId>slf4j-api</artifactId>
            <groupId>org.slf4j</groupId>
        </exclusion>
        <exclusion>
            <artifactId>metrics-core</artifactId>
            <groupId>io.dropwizard.metrics</groupId>
        </exclusion>
        <exclusion>
            <artifactId>metrics-core</artifactId>
            <groupId>com.yammer.metrics</groupId>
        </exclusion>
    </exclusions>
</dependency>

出现以下错误：

org.pentaho:pentaho-aggdesigner-algorithm:pom:5.1.5-jhyde was not found in https://maven.aliyun.com/repository/public during a previous attempt. This failure was cached in the local repository and resolution is not reattempted until the update interval of alimaven has elapsed or updates are forced

是因为这个包不在阿里云公共maven镜像仓库上，需要添加一个新的镜像仓库，修改maven的settings.xml

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<!-- 添加这个镜像仓库在阿里云公共仓库前面 -->
<mirror>
  <id>aliyunmaven1</id>
  <mirrorOf>*</mirrorOf>
  <name>spring-plugin</name>
  <url>https://maven.aliyun.com/repository/spring-plugin</url>
</mirror>
<mirror>
  <id>aliyunmaven2</id>
  <mirrorOf>*</mirrorOf>
  <name>阿里云公共仓库</name>
  <url>https://maven.aliyun.com/repository/public</url>
</mirror>

之后重新导入依赖即可。
如果是idea开发，需要重启idea，刷新依赖即可。

或者项目中(推荐)

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<repositories>
    <repository>
        <id>alimaven1</id>
        <name>aliyun maven1</name>
        <url>https://maven.aliyun.com/repository/spring-plugin</url>
    </repository>
    <repository>
        <id>alimaven2</id>
        <name>aliyun maven2</name>
        <url>https://maven.aliyun.com/repository/public</url>
    </repository>
</repositories>

服务器上移动planner jar

Move the jar flink-table-planner_2.12-1.17.1.jar located in FLINK_HOME/opt to FLINK_HOME/lib and

move out the jar flink-table-planner-loader-1.17.1.jar from FLINK_HOME/lib.

Please refer to FLINK-25128 for more details. You can use the following commands to complete the work:

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mv $FLINK_HOME/opt/flink-table-planner_2.12-1.17.1.jar $FLINK_HOME/lib/flink-table-planner_2.12-1.17.1.jar
mv $FLINK_HOME/lib/flink-table-planner-loader-1.17.1.jar $FLINK_HOME/opt/flink-table-planner-loader-1.17.1.jar

NOTE: Such extra planner jar moving is only needed when using Hive dialect or HiveServer2 endpoint, but this is the recommended setup for Hive integration.

连接Hive测试

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beeline -n hive -u "jdbc:hive2://hdp01:10000/yxdp_ys;principal=hdfs/hdp01@HADOOP.COM"

连接Kafka

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<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-connector-kafka_${scala.binary.version}</artifactId>
    <version>${flink.version}</version>
    <exclusions>
        <exclusion>
            <artifactId>slf4j-api</artifactId>
            <groupId>org.slf4j</groupId>
        </exclusion>
    </exclusions>
</dependency>

新版本

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<dependency>
    <groupId>org.apache.flink</groupId>
    <artifactId>flink-connector-kafka</artifactId>
    <version>1.17.1</version>
</dependency>

测试

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import org.apache.flink.api.common.serialization.SimpleStringSchema;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.common.serialization.StringDeserializer;

import java.util.Properties;

public class KafkaConsumerExample {
    public static void main(String[] args) throws Exception {
        final String bootstrapServers = "localhost:9092";
        final String groupId = "flink-kafka-consumer";
        final String topicName = "test-topic";

        // 创建 Flink 运行环境
        final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();

        // 配置 Kafka 的 Consumer 属性
        final Properties props = new Properties();
        props.setProperty(ConsumerConfig.BOOTSTRAP_SERVERS_CONFIG, bootstrapServers);
        props.setProperty(ConsumerConfig.GROUP_ID_CONFIG, groupId);
        props.setProperty(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class.getName());
        props.setProperty(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class.getName());

        // 使用 Flink 的 Kafka Consumer 构建数据流
        final FlinkKafkaConsumer<String> kafkaConsumer = new FlinkKafkaConsumer<>(topicName, new SimpleStringSchema(), props);
        final DataStream<String> stream = env.addSource(kafkaConsumer);

        // 打印数据流
        stream.print();

        // 启动 Flink 程序
        env.execute();
    }
}

Flink1.12版本备份

这里记录一下旧版本的依赖

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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.xhkjedu</groupId>
    <artifactId>yxzt-data-tcs</artifactId>
    <version>1.0-SNAPSHOT</version>
    <packaging>jar</packaging>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
        <hadoop.version>2.7.7</hadoop.version>
        <hive.version>2.1.0</hive.version>
        <flink.version>1.12.7</flink.version>
        <scala.binary.version>2.12</scala.binary.version>
        <!--这个不是所有的版本都有 2.1.6是兼容2.1.10的-->
        <hbase.version>2.1.6</hbase.version>
        <phoenix.version>5.1.2</phoenix.version>

        <!-- 文件拷贝时的编码 -->
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <!-- 编译时的编码 -->
        <maven.compiler.encoding>UTF-8</maven.compiler.encoding>
    </properties>

    <repositories>
        <repository>
            <id>alimaven</id>
            <name>aliyun maven</name>
            <url>https://maven.aliyun.com/repository/public</url>
        </repository>
    </repositories>


    <dependencies>
        <dependency>
            <groupId>jdk.tools</groupId>
            <artifactId>jdk.tools</artifactId>
            <version>1.8</version>
            <scope>system</scope>
            <systemPath>${env.JAVA_HOME}/lib/tools.jar</systemPath>
        </dependency>

        <!-- flink核心API -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-java</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>flink-shaded-guava</artifactId>
                    <groupId>org.apache.flink</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-scala_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-common</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-scala_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-java-bridge_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-scala-bridge_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-planner_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-planner-blink_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
            <exclusions>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-json</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <!-- Hive Connector的支持-->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-hive_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-kafka_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.hive</groupId>
            <artifactId>hive-exec</artifactId>
            <version>${hive.version}</version>
            <exclusions>
                <exclusion>
                    <groupId>org.apache.calcite</groupId>
                    <artifactId>calcite-core</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.apache.calcite</groupId>
                    <artifactId>calcite-avatica</artifactId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-hdfs</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-lang</artifactId>
                    <groupId>commons-lang</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-collections</artifactId>
                    <groupId>commons-collections</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>

            </exclusions>
        </dependency>

        <!--读取hadoop文件-->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>${hadoop.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>commons-lang</artifactId>
                    <groupId>commons-lang</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-collections</artifactId>
                    <groupId>commons-collections</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>

            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-hadoop-compatibility_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>


        <!--操作Hbase-->
        <dependency>
            <groupId>org.apache.hbase</groupId>
            <artifactId>hbase-client</artifactId>
            <version>2.1.10</version>
            <exclusions>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
            </exclusions>
        </dependency>


        <!--JSON工具-->
        <dependency>
            <groupId>com.alibaba.fastjson2</groupId>
            <artifactId>fastjson2</artifactId>
            <version>2.0.22</version>
        </dependency>

        <!--Hive JDBC-->
        <dependency>
            <groupId>org.apache.hive</groupId>
            <artifactId>hive-jdbc</artifactId>
            <version>${hive.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>com.yammer.metrics</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>com.codahale.metrics</groupId>
            <artifactId>metrics-core</artifactId>
            <version>3.0.2</version>
        </dependency>

        <!--连接PostgreSQL-->
        <dependency>
            <groupId>org.postgresql</groupId>
            <artifactId>postgresql</artifactId>
            <version>42.2.2</version>
        </dependency>

        <!--Phoenix-->
        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-core</artifactId>
            <version>${phoenix.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>hadoop-auth</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-common</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-yarn-api</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-shaded-protobuf</artifactId>
                    <groupId>org.apache.hbase.thirdparty</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-shaded-miscellaneous</artifactId>
                    <groupId>org.apache.hbase.thirdparty</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-protocol</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-protocol-shaded</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-mapreduce-client-core</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-client</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-common</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-hadoop-compat</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-hadoop2-compat</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>antlr-runtime</artifactId>
                    <groupId>org.antlr</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-codec</artifactId>
                    <groupId>commons-codec</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-io</artifactId>
                    <groupId>commons-io</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-lang3</artifactId>
                    <groupId>org.apache.commons</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jackson-databind</artifactId>
                    <groupId>com.fasterxml.jackson.core</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jcodings</artifactId>
                    <groupId>org.jruby.jcodings</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>joni</artifactId>
                    <groupId>org.jruby.joni</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jsr305</artifactId>
                    <groupId>com.google.code.findbugs</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>libthrift</artifactId>
                    <groupId>org.apache.thrift</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>zookeeper</artifactId>
                    <groupId>org.apache.zookeeper</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-hbase-compat-${hbase.version}</artifactId>
            <version>${phoenix.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-core</artifactId>
            <version>${phoenix.version}</version>
        </dependency>


        <dependency>
            <groupId>com.google.protobuf</groupId>
            <artifactId>protobuf-java</artifactId>
            <version>2.5.0</version>
            <scope>provided</scope>
        </dependency>
        <!--连接Oracle-->
        <dependency>
            <groupId>com.oracle</groupId>
            <artifactId>ojdbc6</artifactId>
            <version>11.2.0.3</version>
        </dependency>
        <!--连接SQL Server-->
        <dependency>
            <groupId>com.microsoft.sqlserver</groupId>
            <artifactId>sqljdbc4</artifactId>
            <version>4.0</version>
        </dependency>
        <!--操作Mysql-->
        <dependency>
            <groupId>cn.psvmc</groupId>
            <artifactId>mysql8</artifactId>
            <version>1.1</version>
        </dependency>

        <!--mongodb-->
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>bson</artifactId>
            <version>3.12.11</version>
        </dependency>
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>mongodb-driver</artifactId>
            <version>3.12.11</version>
        </dependency>
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>mongodb-driver-core</artifactId>
            <version>3.12.11</version>
        </dependency>


        <!--工具-->
        <dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>5.5.9</version>
        </dependency>
        <dependency>
            <groupId>com.yxkj</groupId>
            <artifactId>yxdp-algorithm</artifactId>
            <version>1.0.0</version>
        </dependency>

        <dependency>
            <groupId>com.rabbitmq</groupId>
            <artifactId>amqp-client</artifactId>
            <version>4.1.0</version>
        </dependency>
    </dependencies>


    <build>
        <plugins>
            <plugin>
                <groupId>net.alchim31.maven</groupId>
                <artifactId>scala-maven-plugin</artifactId>
                <version>3.4.6</version>

                <executions>
                    <execution>
                        <goals>
                            <goal>compile</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-assembly-plugin</artifactId>
                <version>3.0.0</version>
                <configuration>
                    <encoding>UTF-8</encoding>
                    <archive>
                        <manifest>
                            <mainClass>com.xhkjedu.TCS</mainClass>
                        </manifest>
                    </archive>
                </configuration>
                <executions>
                    <execution>
                        <id>make-assembly</id>
                        <phase>package</phase>
                        <goals>
                            <goal>single</goal>
                        </goals>
                        <!-- 增加配置 -->
                        <configuration>
                            <!-- assembly.xml文件路径 -->
                            <descriptors>
                                <descriptor>src/assembly/assembly.xml</descriptor>
                            </descriptors>
                        </configuration>
                    </execution>
                </executions>
            </plugin>

        </plugins>
    </build>
</project>

Flink1.17版本配置

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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.xhkjedu</groupId>
    <artifactId>yxzt-data-tcs</artifactId>
    <version>1.0-SNAPSHOT</version>
    <packaging>jar</packaging>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
        <hadoop.version>2.10.2</hadoop.version>
        <hive.version>2.3.9</hive.version>
        <flink.version>1.17.1</flink.version>
        <scala.binary.version>2.12</scala.binary.version>
        <!--这个不是所有的版本都有 2.5.0是兼容2.5.6的-->
        <hbase.version>2.5.0</hbase.version>
        <phoenix.version>5.1.3</phoenix.version>

        <!-- 文件拷贝时的编码 -->
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <!-- 编译时的编码 -->
        <maven.compiler.encoding>UTF-8</maven.compiler.encoding>
    </properties>

    <repositories>
        <repository>
            <id>alimaven1</id>
            <name>aliyun maven1</name>
            <url>https://maven.aliyun.com/repository/spring-plugin</url>
        </repository>
        <repository>
            <id>alimaven2</id>
            <name>aliyun maven2</name>
            <url>https://maven.aliyun.com/repository/public</url>
        </repository>
    </repositories>


    <dependencies>
        <dependency>
            <groupId>jdk.tools</groupId>
            <artifactId>jdk.tools</artifactId>
            <version>1.8</version>
            <scope>system</scope>
            <systemPath>${env.JAVA_HOME}/lib/tools.jar</systemPath>
        </dependency>

        <!-- flink核心API -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients</artifactId>
            <version>${flink.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>flink-shaded-guava</artifactId>
                    <groupId>org.apache.flink</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-common</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-scala_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-java-bridge</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-scala-bridge_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-planner_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-json</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <!-- Hive Connector的支持-->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-hive_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.hive</groupId>
            <artifactId>hive-exec</artifactId>
            <version>${hive.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>hadoop-hdfs</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-lang</artifactId>
                    <groupId>commons-lang</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-collections</artifactId>
                    <groupId>commons-collections</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>antlr-runtime</artifactId>
                    <groupId>org.antlr</groupId>
                </exclusion>

            </exclusions>
        </dependency>

        <!--Hive JDBC-->
        <dependency>
            <groupId>org.apache.hive</groupId>
            <artifactId>hive-jdbc</artifactId>
            <version>${hive.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>com.yammer.metrics</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <!--读取hadoop文件-->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>${hadoop.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>commons-lang</artifactId>
                    <groupId>commons-lang</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-collections</artifactId>
                    <groupId>commons-collections</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>

            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-hadoop-compatibility_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>


        <!--操作Hbase-->
        <dependency>
            <groupId>org.apache.hbase</groupId>
            <artifactId>hbase-client</artifactId>
            <version>${hbase.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
            </exclusions>
        </dependency>


        <!--JSON工具-->
        <dependency>
            <groupId>com.alibaba.fastjson2</groupId>
            <artifactId>fastjson2</artifactId>
            <version>2.0.22</version>
        </dependency>

        <!-- Flink Dependency -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-hive_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>com.codahale.metrics</groupId>
            <artifactId>metrics-core</artifactId>
            <version>3.0.2</version>
        </dependency>

        <!--连接PostgreSQL-->
        <dependency>
            <groupId>org.postgresql</groupId>
            <artifactId>postgresql</artifactId>
            <version>42.2.2</version>
        </dependency>

        <!--Phoenix-->
        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-core</artifactId>
            <version>${phoenix.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>hadoop-auth</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-yarn-api</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-shaded-protobuf</artifactId>
                    <groupId>org.apache.hbase.thirdparty</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-shaded-miscellaneous</artifactId>
                    <groupId>org.apache.hbase.thirdparty</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-protocol</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-protocol-shaded</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-mapreduce-client-core</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-client</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-common</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-hadoop-compat</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-hadoop2-compat</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>antlr-runtime</artifactId>
                    <groupId>org.antlr</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-codec</artifactId>
                    <groupId>commons-codec</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-io</artifactId>
                    <groupId>commons-io</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-lang3</artifactId>
                    <groupId>org.apache.commons</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jackson-databind</artifactId>
                    <groupId>com.fasterxml.jackson.core</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jcodings</artifactId>
                    <groupId>org.jruby.jcodings</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>joni</artifactId>
                    <groupId>org.jruby.joni</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jsr305</artifactId>
                    <groupId>com.google.code.findbugs</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>libthrift</artifactId>
                    <groupId>org.apache.thrift</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>zookeeper</artifactId>
                    <groupId>org.apache.zookeeper</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-hbase-compat-${hbase.version}</artifactId>
            <version>${phoenix.version}</version>
        </dependency>

        <dependency>
            <groupId>com.google.protobuf</groupId>
            <artifactId>protobuf-java</artifactId>
            <version>2.5.0</version>
            <scope>provided</scope>
        </dependency>
        <!--连接Oracle-->
        <dependency>
            <groupId>com.oracle</groupId>
            <artifactId>ojdbc6</artifactId>
            <version>11.2.0.3</version>
        </dependency>
        <!--连接SQL Server-->
        <dependency>
            <groupId>com.microsoft.sqlserver</groupId>
            <artifactId>sqljdbc4</artifactId>
            <version>4.0</version>
        </dependency>
        <!--操作Mysql-->
        <dependency>
            <groupId>cn.psvmc</groupId>
            <artifactId>mysql8</artifactId>
            <version>1.1</version>
        </dependency>

        <!--mongodb-->
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>bson</artifactId>
            <version>3.12.11</version>
        </dependency>
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>mongodb-driver</artifactId>
            <version>3.12.11</version>
        </dependency>
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>mongodb-driver-core</artifactId>
            <version>3.12.11</version>
        </dependency>


        <!--工具-->
        <dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>5.5.9</version>
        </dependency>
        <!--处理方法-->
        <dependency>
            <groupId>com.yxkj</groupId>
            <artifactId>yxdp-algorithm</artifactId>
            <version>1.0.0</version>
        </dependency>

        <dependency>
            <groupId>com.rabbitmq</groupId>
            <artifactId>amqp-client</artifactId>
            <version>4.1.0</version>
        </dependency>


    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>net.alchim31.maven</groupId>
                <artifactId>scala-maven-plugin</artifactId>
                <version>3.4.6</version>
                <executions>
                    <execution>
                        <goals>
                            <goal>compile</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-assembly-plugin</artifactId>
                <version>3.0.0</version>
                <configuration>
                    <encoding>UTF-8</encoding>
                    <archive>
                        <manifest>
                            <mainClass>com.xhkjedu.TCS</mainClass>
                        </manifest>
                    </archive>
                </configuration>
                <executions>
                    <execution>
                        <id>make-assembly</id>
                        <phase>package</phase>
                        <goals>
                            <goal>single</goal>
                        </goals>
                        <!-- 增加配置 -->
                        <configuration>
                            <!-- assembly.xml文件路径 -->
                            <descriptors>
                                <descriptor>src/assembly/assembly.xml</descriptor>
                            </descriptors>
                        </configuration>
                    </execution>
                </executions>
            </plugin>
        </plugins>
    </build>
</project>

Flink1.13.6版本配置

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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.xhkjedu</groupId>
    <artifactId>yxzt-data-tcs</artifactId>
    <version>1.0-SNAPSHOT</version>
    <packaging>jar</packaging>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
        <hadoop.version>2.10.2</hadoop.version>
        <hive.version>2.3.6</hive.version>
        <flink.version>1.13.6</flink.version>
        <scala.binary.version>2.12</scala.binary.version>
        <!--这个不是所有的版本都有 2.5.0是兼容2.5.6的-->
        <hbase.version>2.5.0</hbase.version>
        <phoenix.version>5.1.3</phoenix.version>

        <!-- 文件拷贝时的编码 -->
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <!-- 编译时的编码 -->
        <maven.compiler.encoding>UTF-8</maven.compiler.encoding>
    </properties>

    <repositories>
        <repository>
            <id>alimaven1</id>
            <name>aliyun maven1</name>
            <url>https://maven.aliyun.com/repository/spring-plugin</url>
        </repository>
        <repository>
            <id>alimaven2</id>
            <name>aliyun maven2</name>
            <url>https://maven.aliyun.com/repository/public</url>
        </repository>
    </repositories>


    <dependencies>
        <dependency>
            <groupId>jdk.tools</groupId>
            <artifactId>jdk.tools</artifactId>
            <version>1.8</version>
            <scope>system</scope>
            <systemPath>${env.JAVA_HOME}/lib/tools.jar</systemPath>
        </dependency>

        <!-- flink核心API -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-java</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
            <exclusions>
                <exclusion>
                    <artifactId>flink-shaded-guava</artifactId>
                    <groupId>org.apache.flink</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-scala_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-common</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-scala_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-java-bridge_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-api-scala-bridge_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-planner_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-planner-blink_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
            <exclusions>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-json</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>


        <!--读取hadoop文件-->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>${hadoop.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>guava</artifactId>
                    <groupId>com.google.guava</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <!-- Hive Connector的支持-->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-hive_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-kafka_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.hive</groupId>
            <artifactId>hive-exec</artifactId>
            <version>${hive.version}</version>
            <exclusions>
                <exclusion>
                    <groupId>org.apache.calcite</groupId>
                    <artifactId>calcite-core</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.apache.calcite</groupId>
                    <artifactId>calcite-avatica</artifactId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-hdfs</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-lang</artifactId>
                    <groupId>commons-lang</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-collections</artifactId>
                    <groupId>commons-collections</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>guava</artifactId>
                    <groupId>com.google.guava</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <!--读取hadoop文件-->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>${hadoop.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>commons-lang</artifactId>
                    <groupId>commons-lang</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-collections</artifactId>
                    <groupId>commons-collections</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>guava</artifactId>
                    <groupId>com.google.guava</groupId>
                </exclusion>

            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-hadoop-compatibility_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>


        <!--操作Hbase-->
        <dependency>
            <groupId>org.apache.hbase</groupId>
            <artifactId>hbase-client</artifactId>
            <version>2.1.10</version>
            <exclusions>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-auth</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
            </exclusions>
        </dependency>


        <!--JSON工具-->
        <dependency>
            <groupId>com.alibaba.fastjson2</groupId>
            <artifactId>fastjson2</artifactId>
            <version>2.0.22</version>
        </dependency>

        <!--Hive JDBC-->
        <dependency>
            <groupId>org.apache.hive</groupId>
            <artifactId>hive-jdbc</artifactId>
            <version>${hive.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>protobuf-java</artifactId>
                    <groupId>com.google.protobuf</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>com.yammer.metrics</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>guava</artifactId>
                    <groupId>com.google.guava</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>com.codahale.metrics</groupId>
            <artifactId>metrics-core</artifactId>
            <version>3.0.2</version>
        </dependency>

        <!--连接PostgreSQL-->
        <dependency>
            <groupId>org.postgresql</groupId>
            <artifactId>postgresql</artifactId>
            <version>42.2.2</version>
        </dependency>

        <!--Phoenix-->
        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-core</artifactId>
            <version>${phoenix.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>hadoop-auth</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-common</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-yarn-api</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-shaded-protobuf</artifactId>
                    <groupId>org.apache.hbase.thirdparty</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-shaded-miscellaneous</artifactId>
                    <groupId>org.apache.hbase.thirdparty</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-protocol</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-protocol-shaded</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-mapreduce-client-core</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-client</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-common</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-hadoop-compat</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hbase-hadoop2-compat</artifactId>
                    <groupId>org.apache.hbase</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>antlr-runtime</artifactId>
                    <groupId>org.antlr</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-codec</artifactId>
                    <groupId>commons-codec</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-io</artifactId>
                    <groupId>commons-io</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>commons-lang3</artifactId>
                    <groupId>org.apache.commons</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jackson-databind</artifactId>
                    <groupId>com.fasterxml.jackson.core</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jcodings</artifactId>
                    <groupId>org.jruby.jcodings</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>joni</artifactId>
                    <groupId>org.jruby.joni</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jsr305</artifactId>
                    <groupId>com.google.code.findbugs</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>libthrift</artifactId>
                    <groupId>org.apache.thrift</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-api</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>zookeeper</artifactId>
                    <groupId>org.apache.zookeeper</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>metrics-core</artifactId>
                    <groupId>io.dropwizard.metrics</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>guava</artifactId>
                    <groupId>com.google.guava</groupId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-hbase-compat-${hbase.version}</artifactId>
            <version>${phoenix.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.phoenix</groupId>
            <artifactId>phoenix-core</artifactId>
            <version>${phoenix.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>guava</artifactId>
                    <groupId>com.google.guava</groupId>
                </exclusion>
            </exclusions>
        </dependency>


        <dependency>
            <groupId>com.google.protobuf</groupId>
            <artifactId>protobuf-java</artifactId>
            <version>2.5.0</version>
            <scope>provided</scope>
        </dependency>
        <!--连接Oracle-->
        <dependency>
            <groupId>com.oracle</groupId>
            <artifactId>ojdbc6</artifactId>
            <version>11.2.0.3</version>
        </dependency>
        <!--连接SQL Server-->
        <dependency>
            <groupId>com.microsoft.sqlserver</groupId>
            <artifactId>sqljdbc4</artifactId>
            <version>4.0</version>
        </dependency>
        <!--操作Mysql-->
        <dependency>
            <groupId>cn.psvmc</groupId>
            <artifactId>mysql8</artifactId>
            <version>1.1</version>
        </dependency>

        <!--mongodb-->
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>bson</artifactId>
            <version>3.12.11</version>
        </dependency>

        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>mongodb-driver</artifactId>
            <version>3.12.11</version>
        </dependency>
        <dependency>
            <groupId>org.mongodb</groupId>
            <artifactId>mongodb-driver-core</artifactId>
            <version>3.12.11</version>
        </dependency>

        <!--工具-->
        <dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>5.5.9</version>
        </dependency>
        <dependency>
            <groupId>com.yxkj</groupId>
            <artifactId>yxdp-algorithm</artifactId>
            <version>1.0.0</version>
        </dependency>

        <dependency>
            <groupId>com.rabbitmq</groupId>
            <artifactId>amqp-client</artifactId>
            <version>4.1.0</version>
        </dependency>
    </dependencies>


    <build>
        <plugins>
            <plugin>
                <groupId>net.alchim31.maven</groupId>
                <artifactId>scala-maven-plugin</artifactId>
                <version>3.4.6</version>

                <executions>
                    <execution>
                        <goals>
                            <goal>compile</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-assembly-plugin</artifactId>
                <version>3.0.0</version>
                <configuration>
                    <encoding>UTF-8</encoding>
                    <archive>
                        <manifest>
                            <mainClass>com.xhkjedu.TCS</mainClass>
                        </manifest>
                    </archive>
                </configuration>
                <executions>
                    <execution>
                        <id>make-assembly</id>
                        <phase>package</phase>
                        <goals>
                            <goal>single</goal>
                        </goals>
                        <!-- 增加配置 -->
                        <configuration>
                            <!-- assembly.xml文件路径 -->
                            <descriptors>
                                <descriptor>src/assembly/assembly.xml</descriptor>
                            </descriptors>
                        </configuration>
                    </execution>
                </executions>
            </plugin>

        </plugins>
    </build>
</project>

报错

Could not resolve substitution to a value: ${akka.stream.materializer}

解决方法

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<build>
    <plugins>
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-shade-plugin</artifactId>
            <version>2.3</version>
            <executions>
                <execution>
                    <phase>package</phase>
                    <goals>
                        <goal>shade</goal>
                    </goals>
                    <configuration>
                        <transformers>
                            <transformer implementation="org.apache.maven.plugins.shade.resource.AppendingTransformer">
                                <resource>reference.conf</resource>
                            </transformer>
                        </transformers>
                    </configuration>
                </execution>
            </executions>
        </plugin>
    </plugins>
</build>

测试

yarn-application模式

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flink run-application -t yarn-application \
  -yD security.kerberos.login.keytab=/data/kerberos/kerberos.keytab \
  -yD security.kerberos.login.principal=hdfs/hdp01@HADOOP.COM \
  /root/yxzt-data-tcs-1.0-SNAPSHOT-jar-with-dependencies.jar -job /root/zjhome/test.json

Local模式

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flink run \
  -yD security.kerberos.login.keytab=/data/kerberos/kerberos.keytab \
  -yD security.kerberos.login.principal=hdfs/hdp01@HADOOP.COM \
  /root/yxzt-data-tcs-1.0-SNAPSHOT-jar-with-dependencies.jar -job /root/zjhome/test.json

服务信息查看

查看服务名

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#基本
jps
#带包名
jps -l
#带启动命令
jps -v

获取服务的启动用户

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ps -fp 14399

获取PID和服务名

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jps | awk -F ' ' '{print $1, $2}' | while read pid name; do
    # 使用分割后的变量进行后续操作
    echo "pid: $pid" && ps -fp
    echo "name: $name"
done

获取服务名及启动用户

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jps | awk -F ' ' '{print $1, $2}' | while read pid name; do
    echo '==================================================================='
    echo "$name" && ps -fp $pid
done