intellij idea使用maven构建spark开发环境

pom.xml

 <properties>
    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    <maven.compiler.source>1.8</maven.compiler.source>
    <maven.compiler.target>1.8</maven.compiler.target>

    <scala.version>2.13.2</scala.version>
    <spark.version>2.3.1</spark.version>
  </properties>

  <dependencies>
    <!-- Spark-core -->
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-core_2.11</artifactId>
      <version>${spark.version}</version>
    </dependency>
    <!-- SparkSQL -->
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-sql_2.11</artifactId>
      <version>${spark.version}</version>
    </dependency>
    <!-- SparkSQL  ON  Hive-->
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-hive_2.11</artifactId>
      <version>${spark.version}</version>
    </dependency>
    <!--mysql依赖的jar包-->
    <dependency>
      <groupId>mysql</groupId>
      <artifactId>mysql-connector-java</artifactId>
      <version>5.1.47</version>
    </dependency>
    <!--SparkStreaming-->
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-streaming_2.11</artifactId>
      <version>${spark.version}</version>
      <!--<scope>provided</scope>-->
    </dependency>
    <!-- SparkStreaming + Kafka -->
    <dependency>
      <groupId>org.apache.spark</groupId>
      <artifactId>spark-streaming-kafka-0-10_2.11</artifactId>
      <version>${spark.version}</version>
    </dependency>
    <!-- 向kafka 生产数据需要包 -->
    <dependency>
      <groupId>org.apache.kafka</groupId>
      <artifactId>kafka-clients</artifactId>
      <version>0.10.0.0</version>
    </dependency>
    <!--连接 Redis 需要的包-->
    <dependency>
      <groupId>redis.clients</groupId>
      <artifactId>jedis</artifactId>
      <version>2.6.1</version>
    </dependency>

    <!-- Scala 包-->
    <dependency>
      <groupId>org.scala-lang</groupId>
      <artifactId>scala-library</artifactId>
      <version>${scala.version}</version>
    </dependency>
    <dependency>
      <groupId>org.scala-lang</groupId>
      <artifactId>scala-compiler</artifactId>
      <version>${scala.version}</version>
    </dependency>
    <dependency>
      <groupId>org.scala-lang</groupId>
      <artifactId>scala-reflect</artifactId>
      <version>${scala.version}</version>
    </dependency>
    <dependency>
      <groupId>log4j</groupId>
      <artifactId>log4j</artifactId>
      <version>1.2.12</version>
    </dependency>
    <dependency>
      <groupId>com.google.collections</groupId>
      <artifactId>google-collections</artifactId>
      <version>1.0</version>
    </dependency>
  </dependencies>

  <build>
    <plugins>

      <!-- 在maven项目中既有java又有scala代码时配置 maven-scala-plugin 插件打包时可以将两类代码一起打包 -->
      <plugin>
        <groupId>org.scala-tools</groupId>
        <artifactId>maven-scala-plugin</artifactId>
        <version>2.15.2</version>
        <executions>
          <execution>
            <goals>
              <goal>compile</goal>
              <goal>testCompile</goal>
            </goals>
          </execution>
        </executions>
      </plugin>

      <!-- maven 打jar包需要插件 -->
      <plugin>
        <artifactId>maven-assembly-plugin</artifactId>
        <version>2.4</version>
        <configuration>
          <!-- 设置false后是去掉 MySpark-1.0-SNAPSHOT-jar-with-dependencies.jar 后的 “-jar-with-dependencies” -->
          <!--<appendAssemblyId>false</appendAssemblyId>-->
          <descriptorRefs>
            <descriptorRef>jar-with-dependencies</descriptorRef>
          </descriptorRefs>
          <archive>
            <manifest>
              <mainClass>com.bjsxt.scalaspark.sql.windows.OverFunctionOnHive</mainClass>
            </manifest>
          </archive>
        </configuration>
        <executions>
          <execution>
            <id>make-assembly</id>
            <phase>package</phase>
            <goals>
              <goal>assembly</goal>
            </goals>
          </execution>
        </executions>
      </plugin>


      <!-- 以上assembly可以将依赖的包打入到一个jar包中，下面这种方式是使用maven原生的方式打jar包，不将依赖的包打入到最终的jar包中 -->
      <!--<plugin>-->
      <!--<groupId>org.apache.maven.plugins</groupId>-->
      <!--<artifactId>maven-jar-plugin</artifactId>-->
      <!--<version>2.4</version>-->
      <!--<configuration>-->
      <!--<archive>-->
      <!--<manifest>-->
      <!--<addClasspath>true</addClasspath>-->
      <!--&lt;!&ndash; 指定当前主类运行时找依赖的jar包时 所有依赖的jar包存放路径的前缀 &ndash;&gt;-->
      <!--<classpathPrefix>/alljars/lib</classpathPrefix>-->
      <!--<mainClass>com.bjsxt.javaspark.sql.CreateDataSetFromHive</mainClass>-->
      <!--</manifest>-->
      <!--</archive>-->
      <!--</configuration>-->
      <!--</plugin>-->


      <!-- 拷贝依赖的jar包到lib目录 -->
      <!--<plugin>-->
      <!--<groupId>org.apache.maven.plugins</groupId>-->
      <!--<artifactId>maven-dependency-plugin</artifactId>-->
      <!--<executions>-->
      <!--<execution>-->
      <!--<id>copy</id>-->
      <!--<phase>package</phase>-->
      <!--<goals>-->
      <!--<goal>copy-dependencies</goal>-->
      <!--</goals>-->
      <!--<configuration>-->
      <!--<outputDirectory>-->
      <!--&lt;!&ndash; 将依赖的jar 包复制到target/lib下&ndash;&gt;-->
      <!--${project.build.directory}/lib-->
      <!--</outputDirectory>-->
      <!--</configuration>-->
      <!--</execution>-->
      <!--</executions>-->
      <!--</plugin>-->

    </plugins>
  </build>