SpringBoot系列之集成Scala开发API接口

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SpringBoot系列之集成Scala开发API接口

最近需要用scala去写一些数据同步的程序,结合ETL实现,因为不熟悉scala语法,所以想到scala里结合springboot框架,快速开发,并没有系统学习scala,有些代码可能不够精简,有问题欢迎提出

后端主要技术栈:

  • Scala 2.11.12
  • JDK 1.8
  • SpringBoot 2.2.1.RELEASE
  • Mybatis Plus 3.4.3.4

1、项目环境搭建

使用阿里脚手架快速创建一个SpringBoot项目:链接:https://start.aliyun.com/bootstrap.html

首先,需要知道scala文件经过编译后也是会生成.class文件的,在maven配置文件里也需要加上一些配置maven-scala-plugin,保证scala程序正常编译,配置文件相对比较复杂,读者可以参考

<?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 https://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.example</groupId>
    <artifactId>springboot-scala</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>springboot-scala</name>
    <description>Demo project for Spring Boot</description>


    <properties>
        <java.version>1.8</java.version>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <spring-boot.version>2.2.1.RELEASE</spring-boot.version>
        <mybatis.plus.version>3.4.3.4</mybatis.plus.version>
        <dynamic.datasource.version>3.4.1</dynamic.datasource.version>
        <mysql.connector.version>5.1.27</mysql.connector.version>
        <hutool.all.version>5.7.11</hutool.all.version>
        <scala.version>2.11.12</scala.version>
        <scala.compat.version>2.11</scala.compat.version>
    </properties>

    <dependencies>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-validation</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus-boot-starter</artifactId>
            <version>$mybatis.plus.version</version>
        </dependency>
        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>dynamic-datasource-spring-boot-starter</artifactId>
            <version>$dynamic.datasource.version</version>
        </dependency>
        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus-boot-starter-test</artifactId>
            <version>$mybatis.plus.version</version>
        </dependency>

        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <version>$mysql.connector.version</version>
        </dependency>

        <dependency>
            <groupId>cn.hutool</groupId>
            <artifactId>hutool-all</artifactId>
            <version>$hutool.all.version</version>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
            <exclusions>
                <exclusion>
                    <groupId>org.junit.vintage</groupId>
                    <artifactId>junit-vintage-engine</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

        <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>com.typesafe.scala-logging</groupId>
            <artifactId>scala-logging-slf4j_2.11</artifactId>
            <version>2.1.2</version>
        </dependency>
        <dependency>
            <groupId>org.specs2</groupId>
            <artifactId>specs2-core_$scala.compat.version</artifactId>
            <version>2.4.16</version>
            <scope>test</scope>
        </dependency>
        <dependency>
            <groupId>org.scalatest</groupId>
            <artifactId>scalatest_$scala.compat.version</artifactId>
            <version>2.2.4</version>
            <scope>test</scope>
        </dependency>

    </dependencies>

    <dependencyManagement>
        <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-dependencies</artifactId>
                <version>$spring-boot.version</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
        </dependencies>
    </dependencyManagement>

    <build>
        <sourceDirectory>src/main/scala</sourceDirectory>
        <testSourceDirectory>src/test/scala</testSourceDirectory>
        <plugins>
            <plugin>
                <groupId>org.scala-tools</groupId>
                <artifactId>maven-scala-plugin</artifactId>
                <executions>
                    <execution>
                        <goals>
                            <goal>compile</goal>
                            <goal>testCompile</goal>
                        </goals>
                    </execution>
                </executions>
                <configuration>
                    <recompileMode>incremental</recompileMode>
                    <scalaVersion>$scala.version</scalaVersion>
                    <launchers>
                        <launcher>
                            <id>app</id>
                            <mainClass>com.example.scala.ScalaExamplApplication</mainClass>
                            <args>
                                <arg>-deprecation</arg>
                            </args>
                            <jvmArgs>
                                <jvmArg>-Xms64m</jvmArg>
                                <jvmArg>-Xmx1024m</jvmArg>
                            </jvmArgs>
                        </launcher>
                    </launchers>
                </configuration>
            </plugin>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>2.2.1.RELEASE</version>
                <configuration>
                    <mainClass>com.example.scala.ScalaExamplApplication</mainClass>
                </configuration>
                <executions>
                    <execution>
                        <id>repackage</id>
                        <goals>
                            <goal>repackage</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>3.8.1</version>
                <configuration>
                    <source>1.8</source>
                    <target>1.8</target>
                    <encoding>UTF-8</encoding>
                </configuration>
            </plugin>

        </plugins>
    </build>

    <reporting>
        <plugins>
            <plugin>
                <groupId>org.scala-tools</groupId>
                <artifactId>maven-scala-plugin</artifactId>
                <configuration>
                    <scalaVersion>$scala.version</scalaVersion>
                </configuration>
            </plugin>
        </plugins>
    </reporting>

    <repositories>
        <repository>
            <id>scala-tools.org</id>
            <name>Scala-Tools Maven2 Repository</name>
            <url>http://scala-tools.org/repo-releases</url>
        </repository>
    </repositories>

    <pluginRepositories>
        <pluginRepository>
            <id>scala-tools.org</id>
            <name>Scala-Tools Maven2 Repository</name>
            <url>http://scala-tools.org/repo-releases</url>
        </pluginRepository>
    </pluginRepositories>

</project>

加上配置,主要配置数据源和mybatis plus

spring:
  datasource:
    dynamic:
      primary: shop #设置默认的数据源或者数据源组,默认值即为master
      strict: false #严格匹配数据源,默认false. true未匹配到指定数据源时抛异常,false使用默认数据源
      datasource:
        shop:
          url: jdbc:mysql://127.0.0.1:3306/shop?useUnicode=true&characterEncoding=utf-8
          username: root
          password:
          driver-class-name: com.mysql.jdbc.Driver # 3.2.0开始支持SPI可省略此配置
          schema: classpath:db/schema-mysql.sql
          data: classpath:db/data-mysql.sql
        slave_1:
          url: jdbc:mysql://127.0.0.1:3306/canaltest?useUnicode=true&characterEncoding=utf-8
          username: root
          password:
          driver-class-name: com.mysql.jdbc.Driver

mybatis-plus:
  type-aliases-package: com.example.scala.*.*.model
  mapper-locations: classpath*:mapper/*/*.xml
  configuration:
    map-underscore-to-camel-case: true
    default-statement-timeout: 60
    cache-enabled: true
    log-impl: org.apache.ibatis.logging.stdout.StdOutImpl


Scala的Application类,也是调用SpringBoot的SpringApplication

package com.example.scala

import org.springframework.boot.SpringApplication

object ScalaExamplApplication extends App 

  SpringApplication.run(classOf[AppConfiguration]);




引入@SpringBootApplication

package com.example.scala

import org.springframework.boot.autoconfigure.SpringBootApplication

@SpringBootApplication
class AppConfiguration

实体类,使用了MyBatis Plus的一些注解,可以直接使用,要保证实体类正常转json数据返回给前端,加上@BeanProperty注解

package com.example.scala.model

import com.baomidou.mybatisplus.annotation.TableId, TableName
import javax.validation.constraints.Email, NotBlank, NotEmpty
import lombok.Data, ToString

import scala.beans.BeanProperty

@Data
@TableName(value = "user")
@ToString
class User 

  @TableId
  @BeanProperty
  var id : Integer = _

  @BeanProperty
  @NotBlank(message = "用户名必须填!")
  var name : String = _

  @BeanProperty
  var age : Integer = _

  @BeanProperty
  @Email(message = "邮箱格式不对")
  var email : String = _



scala的接口要用trait标记

package com.example.scala.dao

import com.baomidou.mybatisplus.core.mapper.BaseMapper
import com.example.scala.model.User
import org.apache.ibatis.annotations.Mapper

@Mapper
trait UserDao extends BaseMapper[User]



业务api:

package com.example.scala.service

import com.baomidou.mybatisplus.extension.service.IService
import com.example.scala.model.User

trait IUserService extends IService[User]



继承接口scala里用with关键字

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