recommend-feature/recommend-feature-produce/pom.xml

<?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">
    <parent>
        <artifactId>recommend-feature</artifactId>
        <groupId>com.tzld.piaoquan</groupId>
        <version>1.0.0</version>
    </parent>
    <modelVersion>4.0.0</modelVersion>

    <artifactId>recommend-feature-produce</artifactId>

    <properties>
        <!--        <spark.version>3.3.1</spark.version>-->
        <!--        <scala.version>2.12.15</scala.version>-->
        <spark.version>2.3.0</spark.version>
        <scala.version>2.11.8</scala.version>
        <emr.version>2.0.0</emr.version>
        <java.version>1.8</java.version>
        <odps.version>0.48.4-public</odps.version>
        <fastjson.version>1.2.45</fastjson.version>

        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-core_2.11</artifactId>
            <version>${spark.version}</version>
            <exclusions>
                <exclusion>
                    <groupId>io.netty</groupId>
                    <artifactId>netty-all</artifactId>
                </exclusion>
                <exclusion>
                    <artifactId>slf4j-log4j12</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>io.netty</groupId>
            <artifactId>netty-all</artifactId>
            <version>4.1.17.Final</version>
        </dependency>
        <dependency>
            <groupId>com.aliyun.emr</groupId>
            <artifactId>emr-maxcompute_2.11</artifactId>
            <version>${emr.version}</version>
        </dependency>
        <dependency>
            <groupId>org.scala-lang</groupId>
            <artifactId>scala-library</artifactId>
            <version>${scala.version}</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
            <version>${fastjson.version}</version>
        </dependency>
        <dependency>
            <groupId>redis.clients</groupId>
            <artifactId>jedis</artifactId>
            <version>5.1.3</version>
        </dependency>
        <dependency>
            <groupId>com.aliyun.odps</groupId>
            <artifactId>odps-sdk-core</artifactId>
            <version>${odps.version}</version>
            <exclusions>
                <exclusion>
                    <groupId>org.codehaus.jackson</groupId>
                    <artifactId>jackson-mapper-asl</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.codehaus.jackson</groupId>
                    <artifactId>jackson-core-asl</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>com.aliyun.odps</groupId>
            <artifactId>odps-sdk-commons</artifactId>
            <version>${odps.version}</version>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <version>1.18.24</version>
        </dependency>
        <dependency>
            <groupId>com.ctrip.framework.apollo</groupId>
            <artifactId>apollo-client</artifactId>
            <version>1.8.0</version>
        </dependency>
        <dependency>
            <groupId>org.slf4j</groupId>
            <artifactId>slf4j-simple</artifactId>
            <version>1.7.28</version>
        </dependency>
        <dependency>
            <groupId>com.aliyun.oss</groupId>
            <artifactId>aliyun-sdk-oss</artifactId>
            <version>3.17.4</version>
        </dependency>
        <!-- Snappy compression library -->
        <dependency>import org.xerial.snappy.Snappy;

import java.io.ByteArrayInputStream;
import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.util.zip.GZIPInputStream;
import java.util.zip.GZIPOutputStream;
import java.util.zip.ZipEntry;
import java.util.zip.ZipInputStream;
import java.util.zip.ZipOutputStream;

public class CompressionUtil {

    // ZIP压缩
    public static byte[] zipCompress(byte[] data) throws IOException {
        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
        ZipOutputStream zipOutputStream = new ZipOutputStream(byteArrayOutputStream);
        ZipEntry zipEntry = new ZipEntry("data");
        zipOutputStream.putNextEntry(zipEntry);
        zipOutputStream.write(data);
        zipOutputStream.closeEntry();
        zipOutputStream.close();
        return byteArrayOutputStream.toByteArray();
    }

    // ZIP解压缩
    public static byte[] zipDecompress(byte[] compressedData) throws IOException {
        ByteArrayInputStream byteArrayInputStream = new ByteArrayInputStream(compressedData);
        ZipInputStream zipInputStream = new ZipInputStream(byteArrayInputStream);
        ZipEntry zipEntry = zipInputStream.getNextEntry();
        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
        byte[] buffer = new byte[1024];
        int len;
        while ((len = zipInputStream.read(buffer)) != -1) {
            byteArrayOutputStream.write(buffer, 0, len);
        }
        zipInputStream.closeEntry();
        zipInputStream.close();
        return byteArrayOutputStream.toByteArray();
    }

    // ZLIB压缩（使用Java的ZipOutputStream进行模拟）
    public static byte[] zlibCompress(byte[] data) throws IOException {
        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
        ZipOutputStream zipOutputStream = new ZipOutputStream(byteArrayOutputStream);
        ZipEntry zipEntry = new ZipEntry("data");
        zipOutputStream.putNextEntry(zipEntry);
        zipOutputStream.write(data);
        zipOutputStream.closeEntry();
        zipOutputStream.close();
        return byteArrayOutputStream.toByteArray();
    }

    // ZLIB解压缩（使用Java的ZipInputStream进行模拟）
    public static byte[] zlibDecompress(byte[] compressedData) throws IOException {
        ByteArrayInputStream byteArrayInputStream = new ByteArrayInputStream(compressedData);
        ZipInputStream zipInputStream = new ZipInputStream(byteArrayInputStream);
        ZipEntry zipEntry = zipInputStream.getNextEntry();
        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
        byte[] buffer = new byte[1024];
        int len;
        while ((len = zipInputStream.read(buffer)) != -1) {
            byteArrayOutputStream.write(buffer, 0, len);
        }
        zipInputStream.closeEntry();
        zipInputStream.close();
        return byteArrayOutputStream.toByteArray();
    }

    // Snappy压缩
    public static byte[] snappyCompress(byte[] data) {
        return Snappy.compress(data);
    }

    // Snappy解压缩
    public static byte[] snappyDecompress(byte[] compressedData) {
        return Snappy.uncompress(compressedData);
    }
}
            <groupId>org.xerial.snappy</groupId>
            <artifactId>snappy-java</artifactId>
            <version>1.1.8.4</version>
        </dependency>
    </dependencies>
    <build>
        <plugins>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-assembly-plugin</artifactId>
                <version>2.5.5</version>
                <configuration>
                    <descriptorRefs>
                        <descriptorRef>jar-with-dependencies</descriptorRef>
                    </descriptorRefs>
                    <finalName>${project.name}</finalName>
                </configuration>
                <executions>
                    <execution>
                        <id>make-assembly</id>
                        <phase>package</phase>
                        <goals>
                            <goal>single</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
        </plugins>
    </build>
</project>