SpringCloud+Vue+Python人工智能（fastAPI,机器学习,深度学习）前后端架构各功能实现思路——主目录（持续更新）

标签：Vue java Python spring 主目录 cloud com public store

随着公司业务的增加，公司需要一个java+python人工智能相互配合架构，正常网站业务用java来做，而ai，例如电价预测等回归任务，以及大模型预测全网负荷，新能源出力等任务，使用python通过fastapi暴露接口来做，那么就需要springcloud架构注册发现。前端统一使用Vue进行效果的展示

因此本文会将我的解决思路中，关于架构（不涉及核心业务代码）的通用逻辑分享给大家

在此，感谢各位领导满足我对知识开源分享的执拗，同意我将部分通用代码进行开源分享

一、java后端SpringCloud架构

1. 必要的需要单独下载的第三方包

1.1 安装启动

1. nacos，阿里巴巴开源的服务注册中心：https://github.com/alibaba/nacos/tags，点进去下载nacos-server.zip压缩包解压缩即可（注意不要下载源码）

解压后进入bin目录，打开cmd窗口，输入命令.\startup.cmd -m standalone（其中，-m standalone表示单机启动，因为目前没有集群）

进入其给出的地址，即可进入可视化界面

2. seata，做数据一致性的强大工具，因为分布式服务对数据一致性的要求很高：https://seata.apache.org/zh-cn

2.2之前的版本，直接进入bin目录下双击seata-server.bat运行即可

2.2版本，先进入seata-server，然后进入bin目录运行seata-server.bat

3. redis，大佬请进！redis大佬的知名度就不用过多介绍了吧，https://github.com/tporadowski/redis/releases

解压后，双击redis-server.exe运行即可

1.2 配置

1. 进入seata官网，进入文档，配置中心章节中，有Nacos配置中心，文档中给出了配置文件应该怎么配置，并给出了配置文件的github地址

2. nacos配置中心新增配置seataServer.properties，将上面复制的内容粘贴过去，并修改数据库相关的配置

#For details about configuration items, see https://seata.io/zh-cn/docs/user/configurations.html
#Transport configuration, for client and server
transport.type=TCP
transport.server=NIO
transport.heartbeat=true
transport.enableTmClientBatchSendRequest=false
transport.enableRmClientBatchSendRequest=true
transport.enableTcServerBatchSendResponse=false
transport.rpcRmRequestTimeout=30000
transport.rpcTmRequestTimeout=30000
transport.rpcTcRequestTimeout=30000
transport.threadFactory.bossThreadPrefix=NettyBoss
transport.threadFactory.workerThreadPrefix=NettyServerNIOWorker
transport.threadFactory.serverExecutorThreadPrefix=NettyServerBizHandler
transport.threadFactory.shareBossWorker=false
transport.threadFactory.clientSelectorThreadPrefix=NettyClientSelector
transport.threadFactory.clientSelectorThreadSize=1
transport.threadFactory.clientWorkerThreadPrefix=NettyClientWorkerThread
transport.threadFactory.bossThreadSize=1
transport.threadFactory.workerThreadSize=default
transport.shutdown.wait=3
transport.serialization=seata
transport.compressor=none

#Transaction routing rules configuration, only for the client
service.vgroupMapping.default_tx_group=default
#If you use a registry, you can ignore it
service.default.grouplist=127.0.0.1:8091
service.enableDegrade=false
service.disableGlobalTransaction=false

#Transaction rule configuration, only for the client
client.rm.asyncCommitBufferLimit=10000
client.rm.lock.retryInterval=10
client.rm.lock.retryTimes=30
client.rm.lock.retryPolicyBranchRollbackOnConflict=true
client.rm.reportRetryCount=5
client.rm.tableMetaCheckEnable=true
client.rm.tableMetaCheckerInterval=60000
client.rm.sqlParserType=druid
client.rm.reportSuccessEnable=false
client.rm.sagaBranchRegisterEnable=false
client.rm.sagaJsonParser=fastjson
client.rm.tccActionInterceptorOrder=-2147482648
client.tm.commitRetryCount=5
client.tm.rollbackRetryCount=5
client.tm.defaultGlobalTransactionTimeout=60000
client.tm.degradeCheck=false
client.tm.degradeCheckAllowTimes=10
client.tm.degradeCheckPeriod=2000
client.tm.interceptorOrder=-2147482648
client.undo.dataValidation=true
client.undo.logSerialization=jackson
client.undo.onlyCareUpdateColumns=true
server.undo.logSaveDays=7
server.undo.logDeletePeriod=86400000
client.undo.logTable=undo_log
client.undo.compress.enable=true
client.undo.compress.type=zip
client.undo.compress.threshold=64k
#For TCC transaction mode
tcc.fence.logTableName=tcc_fence_log
tcc.fence.cleanPeriod=1h

#Log rule configuration, for client and server
log.exceptionRate=100

#Transaction storage configuration, only for the server. The file, db, and redis configuration values are optional.
store.mode=file
store.lock.mode=file
store.session.mode=file
#Used for password encryption
store.publicKey=

#If `store.mode,store.lock.mode,store.session.mode` are not equal to `file`, you can remove the configuration block.
store.file.dir=file_store/data
store.file.maxBranchSessionSize=16384
store.file.maxGlobalSessionSize=512
store.file.fileWriteBufferCacheSize=16384
store.file.flushDiskMode=async
store.file.sessionReloadReadSize=100

#These configurations are required if the `store mode` is `db`. If `store.mode,store.lock.mode,store.session.mode` are not equal to `db`, you can remove the configuration block.
store.db.datasource=druid
store.db.dbType=mysql
store.db.driverClassName=com.mysql.cj.jdbc.Driver
store.db.url=jdbc:mysql://127.0.0.1:3306/yd_oa_db?serverTimeZone=GMT%2B8&useUnicode=true&rewriteBatchedStatements=true
store.db.user=root
store.db.password=root
store.db.minConn=5
store.db.maxConn=30
store.db.globalTable=global_table
store.db.branchTable=branch_table
store.db.distributedLockTable=distributed_lock
store.db.queryLimit=100
store.db.lockTable=lock_table
store.db.maxWait=5000

#These configurations are required if the `store mode` is `redis`. If `store.mode,store.lock.mode,store.session.mode` are not equal to `redis`, you can remove the configuration block.
store.redis.mode=single
store.redis.single.host=127.0.0.1
store.redis.single.port=6379
store.redis.sentinel.masterName=
store.redis.sentinel.sentinelHosts=
store.redis.sentinel.sentinelPassword=
store.redis.maxConn=10
store.redis.minConn=1
store.redis.maxTotal=100
store.redis.database=0
store.redis.password=
store.redis.queryLimit=100

#Transaction rule configuration, only for the server
server.recovery.committingRetryPeriod=1000
server.recovery.asynCommittingRetryPeriod=1000
server.recovery.rollbackingRetryPeriod=1000
server.recovery.timeoutRetryPeriod=1000
server.maxCommitRetryTimeout=-1
server.maxRollbackRetryTimeout=-1
server.rollbackFailedUnlockEnable=false
server.distributedLockExpireTime=10000
server.xaerNotaRetryTimeout=60000
server.session.branchAsyncQueueSize=5000
server.session.enableBranchAsyncRemove=false
server.enableParallelRequestHandle=false

#Metrics configuration, only for the server
metrics.enabled=false
metrics.registryType=compact
metrics.exporterList=prometheus
metrics.exporterPrometheusPort=9898

2. springCloud核心架构搭建

如果使用maven引入包后，写代码依然无法找到包，或者莫名其妙报错的，可以先指向Lifecycle中的clean，然后执行install

还不行就点一下刷新Maven依赖按钮

2.1 根目录pom文件

1. 新建一个空项目，新建src文件夹，然后创建pom.xml文件

2. 根目录的pom主要是引入全局依赖的版本控制，根目录也是我们的父工程，而我们的父工程也需要有一个父工程，就是spring-boot-starter-parent。子模块引入jar包时，无需手动指定版本，根目录pom统一控制

3. 同时我们要将通用的jar包控制起来，每个子模块若有差异化，就不配置在父工程（请以给出代码为主，图片仅供参考，日后如果修改，不会改图片，只会改给出的代码）

<?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>
<!--    指定父工程为spring-boot-starter-parent -->
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.7.18</version>
        <relativePath/>
    </parent>
<!--    我们自己的父工程groupID  -->
    <groupId>com.yd_oa_java_cloud.cloud</groupId>
<!--    指定自己名字,我们的的坐标就是父工程groupId加上自己的artifactId ,当前跟目录的父工程就是spring-boot-starter-parent-->
    <artifactId>yd_oa_java_cloud</artifactId>
    <version>1.0</version>
    <packaging>pom</packaging>
<!--父工程的子模块-->
    <modules>

    </modules>

<!--统一管理jar包版本-->
    <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>
        <skipTests>true</skipTests>

        <springboot.version>2.7.18</springboot.version>
        <spring-cloud.version>2021.0.6</spring-cloud.version>
        <spring-cloud-alibaba.version>2021.0.5.0</spring-cloud-alibaba.version>
        <spring-openfeign.version>2.2.2.RELEASE</spring-openfeign.version>
        <spring-cloud-gateway.version>3.1.9</spring-cloud-gateway.version>

        <mybatis.version>1.3.2</mybatis.version>
        <logback.version>1.2.10</logback.version>
        <mysql.version>8.0.23</mysql.version>
        <aspectjweaver.version>1.9.3</aspectjweaver.version>
        <fastjson.version>1.2.83</fastjson.version>
        <commons.lang3.version>3.4</commons.lang3.version>
        <commons.csv.version>1.2</commons.csv.version>
        <commons.codec.version>1.9</commons.codec.version>
        <commons.io.version>2.5</commons.io.version>
        <feign-okhttp.version>10.2.0</feign-okhttp.version>
        <okhttp3.version>4.12.0</okhttp3.version>
        <lombok.version>1.18.22</lombok.version>
        <captcha.verion>1.6.2</captcha.verion>
        <es.version>3.3.2</es.version>
    </properties>
<!--锁定jar包版本-->
    <dependencyManagement>
        <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-web</artifactId>
                <version>${springboot.version}</version>
                <exclusions>
                    <exclusion>
                        <groupId>ch.qos.logback</groupId>
                        <artifactId>logback-classic</artifactId>
                    </exclusion>
                    <exclusion>
                        <groupId>ch.qos.logback</groupId>
                        <artifactId>logback-core</artifactId>
                    </exclusion>
                </exclusions>
            </dependency>

            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-dependencies</artifactId>
                <version>${spring-cloud.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>

            <!-- SpringCloud Alibaba 微服务 -->
            <dependency>
                <groupId>com.alibaba.cloud</groupId>
                <artifactId>spring-cloud-alibaba-dependencies</artifactId>
                <version>${spring-cloud-alibaba.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>

            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-openfeign</artifactId>
                <version>${spring-openfeign.version}</version>
            </dependency>

            <!--网关-->
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-gateway</artifactId>
                <version>${spring-cloud-gateway.version}</version>
            </dependency>


            <!--seata-->
            <dependency>
                <groupId>com.alibaba.cloud</groupId>
                <artifactId>spring-cloud-starter-alibaba-seata</artifactId>
                <version>2021.0.5.0</version>
                <exclusions>
                    <exclusion>
                        <groupId>io.seata</groupId>
                        <artifactId>seata-spring-boot-starter</artifactId>
                    </exclusion>
                    <exclusion>
                        <groupId>io.seata</groupId>
                        <artifactId>seata-all</artifactId>
                    </exclusion>
                    <exclusion>
                        <groupId>org.springframework.boot</groupId>
                        <artifactId>spring-boot-starter-aop</artifactId>
                    </exclusion>
                </exclusions>
            </dependency>

            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-aop</artifactId>
                <version>2.7.18</version>
            </dependency>
            <!--springboot 集成seata-->
            <dependency>
                <groupId>io.seata</groupId>
                <artifactId>seata-spring-boot-starter</artifactId>
                <version>1.6.1</version>
            </dependency>

            <dependency>
                <groupId>org.mybatis.spring.boot</groupId>
                <artifactId>mybatis-spring-boot-starter</artifactId>
                <version>${mybatis.version}</version>
            </dependency>


            <!-- 数据库-->
            <dependency>
                <groupId>mysql</groupId>
                <artifactId>mysql-connector-java</artifactId>
                <version>${mysql.version}</version>
            </dependency>

            <!-- 日志版本 -->
            <dependency>
                <groupId>ch.qos.logback</groupId>
                <artifactId>logback-classic</artifactId>
                <version>${logback.version}</version>
            </dependency>
            <dependency>
                <groupId>ch.qos.logback</groupId>
                <artifactId>logback-core</artifactId>
                <version>${logback.version}</version>
            </dependency>

            <!--切面-->
            <dependency>
                <groupId>org.aspectj</groupId>
                <artifactId>aspectjweaver</artifactId>
                <version>${aspectjweaver.version}</version>
            </dependency>

            <!--okhttp-->
            <dependency>
                <groupId>com.squareup.okhttp3</groupId>
                <artifactId>okhttp</artifactId>
                <version>${okhttp3.version}</version>
            </dependency>

            <!--fastjson-->
            <dependency>
                <groupId>com.alibaba</groupId>
                <artifactId>fastjson</artifactId>
                <version>${fastjson.version}</version>
            </dependency>

            <!--apache common-->
            <dependency>
                <groupId>org.apache.commons</groupId>
                <artifactId>commons-csv</artifactId>
                <version>${commons.csv.version}</version>
            </dependency>

            <dependency>
                <groupId>org.apache.commons</groupId>
                <artifactId>commons-lang3</artifactId>
                <version>${commons.lang3.version}</version>
            </dependency>

            <dependency>
                <groupId>commons-codec</groupId>
                <artifactId>commons-codec</artifactId>
                <version>${commons.codec.version}</version>
            </dependency>

            <dependency>
                <groupId>commons-io</groupId>
                <artifactId>commons-io</artifactId>
                <version>${commons.io.version}</version>
            </dependency>

            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-data-redis</artifactId>
                <version>${springboot.version}</version>
            </dependency>

            <dependency>
                <groupId>org.projectlombok</groupId>
                <artifactId>lombok</artifactId>
                <version>${lombok.version}</version>
            </dependency>

            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-data-elasticsearch</artifactId>
                <version>${es.version}</version>
            </dependency>

            <dependency>
                <groupId>com.github.whvcse</groupId>
                <artifactId>easy-captcha</artifactId>
                <version>${captcha.verion}</version>
            </dependency>

        </dependencies>
    </dependencyManagement>
</project>

2.2 base模块

base模块和common都是公用的，但是为了避免包的冲突，所以搞两个。base是最基础的包，是给网关gateway使用的，而gateway和web包是冲突的。而common是给业务子模块使用的，它可以引入base，然后额外引入web包，给业务模块使用。

1. 建立base子模块，并建立pom.xml文件

2. 建立src\main\java文件夹，将java标识为source文件夹

3. 新建在main文件夹下，java文件夹同级，建立resources文件夹，标识为Resources Root

4. 编写pom.xml文件，然后将模块加到父模块中

<?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>
<!--    父模块坐标 -->
    <parent>
        <groupId>com.yd_oa_java_cloud.cloud</groupId>
        <artifactId>yd_oa_java_cloud</artifactId>
        <version>1.0</version>
    </parent>
<!--    自己的坐标-->
    <groupId>com.yd_oa_java_cloud.cloud</groupId>
    <artifactId>yd_oa_java_base</artifactId>
    <version>1.0</version>
<!--    打包方式为jar-->
    <packaging>jar</packaging>
<!--    配置-->
    <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>
        <skipTests>true</skipTests>
    </properties>
<!--    jar包-->
    <dependencies>
        <!-- 日志版本 -->
        <dependency>
            <groupId>ch.qos.logback</groupId>
            <artifactId>logback-classic</artifactId>
        </dependency>
        <dependency>
            <groupId>ch.qos.logback</groupId>
            <artifactId>logback-core</artifactId>
        </dependency>

        <!--fastjson-->
        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
        </dependency>

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


        <!--apache common-->
        <dependency>
            <groupId>org.apache.commons</groupId>
            <artifactId>commons-csv</artifactId>
        </dependency>

        <dependency>
            <groupId>org.apache.commons</groupId>
            <artifactId>commons-lang3</artifactId>
        </dependency>

        <dependency>
            <groupId>commons-codec</groupId>
            <artifactId>commons-codec</artifactId>
        </dependency>

        <dependency>
            <groupId>commons-io</groupId>
            <artifactId>commons-io</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-seata</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-aop</artifactId>
        </dependency>
        <dependency>
            <groupId>io.seata</groupId>
            <artifactId>seata-spring-boot-starter</artifactId>
        </dependency>

    </dependencies>
</project>

2.3 common模块

base模块只有最基础的包，而common要考虑的就很多了

1. 构建common模块，与base同理创建基本文件夹后，建立pom.xml

2. 编写pom.xml，注意common要引入base模块，最后将模块加入父模块中

<?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>
    <!--    父模块坐标 -->
    <parent>
        <groupId>com.yd_oa_java_cloud.cloud</groupId>
        <artifactId>yd_oa_java_cloud</artifactId>
        <version>1.0</version>
    </parent>
    <!--    自己的坐标-->
    <groupId>com.yd_oa_java_cloud.cloud</groupId>
    <artifactId>yd_oa_java_common</artifactId>
    <version>1.0</version>
    <!--    打包方式为jar-->
    <packaging>jar</packaging>
    <!--    配置-->
    <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>
        <skipTests>true</skipTests>
    </properties>
    <!--    jar包-->
    <dependencies>
<!--        引入我们的base模块-->
        <dependency>
            <groupId>com.yd_oa_java_cloud.cloud</groupId>
            <artifactId>yd_oa_java_base</artifactId>
            <version>1.0</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
        </dependency>

        <!--nacos的配置管理依赖-->
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-config</artifactId>
        </dependency>

        <!--负载均衡-->
        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-loadbalancer</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-bootstrap</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-openfeign</artifactId>
        </dependency>

        <!--mybatis-->
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
        </dependency>

        <!-- 数据库-->
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
        </dependency>

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

        <!--切面-->
        <dependency>
            <groupId>org.aspectj</groupId>
            <artifactId>aspectjweaver</artifactId>
        </dependency>

        <!--okhttp-->
        <dependency>
            <groupId>com.squareup.okhttp3</groupId>
            <artifactId>okhttp</artifactId>
        </dependency>

        <dependency>
            <groupId>com.squareup.okhttp3</groupId>
            <artifactId>okhttp-sse</artifactId>
        </dependency>

        <dependency>
            <groupId>io.github.openfeign</groupId>
            <artifactId>feign-okhttp</artifactId>
        </dependency>

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

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

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

        <dependency>
            <groupId>com.github.whvcse</groupId>
            <artifactId>easy-captcha</artifactId>
        </dependency>
    </dependencies>
</project>

2.4 getway网关

1. 步骤一样，不多赘述，getway网关引入base模块

<?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>
    <parent>
        <groupId>com.yd_oa_java_cloud.cloud</groupId>
        <artifactId>yd_oa_java_cloud</artifactId>
        <version>1.0</version>
    </parent>

    <artifactId>yd_oa_java_gateway</artifactId>
    <version>1.0</version>
    <packaging>jar</packaging>

<!--    <properties>-->
<!--        <maven.compiler.source>21</maven.compiler.source>-->
<!--        <maven.compiler.target>21</maven.compiler.target>-->
<!--        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>-->
<!--    </properties>-->
    <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>
        <skipTests>true</skipTests>
    </properties>
    <dependencies>
        <!--        引入我们的base模块-->
        <dependency>
            <groupId>com.yd_oa_java_cloud.cloud</groupId>
            <artifactId>yd_oa_java_base</artifactId>
            <version>1.0</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
        </dependency>
        <!--nacos的配置管理依赖-->
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-config</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-gateway</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-bootstrap</artifactId>
        </dependency>


        <!--负载均衡-->
        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-loadbalancer</artifactId>
        </dependency>

    </dependencies>
<!--  最终打包部署时使用  -->
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>2.2.6.RELEASE</version>
                <configuration>
                    <mainClass>com.yd_oa_java_cloud.gateway.YdOaCloudGatewayRunApplication</mainClass>
                </configuration>
            </plugin>
        </plugins>
    </build>
</project>

2.5 security权限管理

这个属于普通web服务，也就是一个普通的springboot项目。但是它的权限管理又是几乎所有模块都需要用的，我们直接将其写为单独的微服务，通过一致性处理，解决分布式问题

它只需要引入common模块即可，其余依赖可以在实际写程序时进行引入，不要忘了在父模块中加载这个新伙伴

<?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>
    <parent>
        <groupId>com.yd_oa_java_cloud.cloud</groupId>
        <artifactId>yd_oa_java_cloud</artifactId>
        <version>1.0</version>
    </parent>

    <artifactId>yd_oa_java_security</artifactId>
    <version>1.0</version>
    <packaging>jar</packaging>
<!--    <properties>-->
<!--        <maven.compiler.source>21</maven.compiler.source>-->
<!--        <maven.compiler.target>21</maven.compiler.target>-->
<!--        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>-->
<!--    </properties>-->

    <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>
        <skipTests>true</skipTests>
    </properties>
    <dependencies>
<!--        引入common模块-->
        <dependency>
            <groupId>com.yd_oa_java_cloud.cloud</groupId>
            <artifactId>yd_oa_java_common</artifactId>
            <version>1.0</version>
        </dependency>
    </dependencies>
<!--    打包的时候用-->
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>2.2.6.RELEASE</version>
                <configuration>
                    <mainClass>com.yd_oa_java_cloud.security.YdOaCloudSecurityRunApplication</mainClass>
                </configuration>
            </plugin>
        </plugins>
    </build>
</project>

3. 工具类

1. base模块中，专门处理JSON数据的工具类

package com.yd_oa_java_cloud.base.utils;

import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.List;

/**
 * 处理json的工具类
 */
public class JsonUtils {
    private static final Logger logger = LoggerFactory.getLogger(JsonUtils.class);
    //对象转json
    public static String convertObjToJson(Object obj){
        return JSON.toJSONString(obj);
    }
    //json转对象
    public static <T> T convertJsonToObj(String json,Class<T> classz){return JSONObject.parseObject(json,classz);}
    //json转对象列表
    public static <T> List<T> convertJsonArrayToList(String json, Class<T> classz){return JSONArray.parseArray(json,classz);}

}

2. base模块中，建立响应VO(响应值对象ValueObject)，封装响应的状态码等信息

根据不同用户习惯，提供两种，一个是ResponseVO，完全通过get和set自定义响应。还有一个是Result类，提供封装好的响应，例如Result.ok(),但是这个类依赖于下面介绍的枚举类，代码放在和枚举类一起

package com.yd_oa_java_cloud.base.entity.vo;

/**
 * ResonseValueObject
 * RESTful API中，使用VO来封装响应数据是一种常见的做法。响应VO用于封装API接口的返回结果，通常包含状态码、提示信息及数据部分，这样前端可以清晰地获取每次请求的结
 * @param <T>
 */
public class ResponseVO<T> {
    private String status;//响应状态
    private Integer code; //响应码
    private String info; //响应信息
    private T data; //响应数据

    public String getStatus() {
        return status;
    }

    public void setStatus(String status) {
        this.status = status;
    }

    public Integer getCode() {
        return code;
    }

    public void setCode(Integer code) {
        this.code = code;
    }

    public String getInfo() {
        return info;
    }

    public void setInfo(String info) {
        this.info = info;
    }

    public T getData() {
        return data;
    }

    public void setData(T data) {
        this.data = data;
    }
}

3. base模块中，建立响应枚举类，封装响应码和信息

基于枚举类封装的Result

package com.yd_oa_java_cloud.base.entity.enums;

/**
 * 响应code，msg枚举类
 */
public enum ResponseCodeEnum {
    CODE_20000(20000,"请求成功！"),
    CODE_20001(20001,"请求失败！"),
    CODE_404(404,"请求地址不存在！"),
    CODE_600(600,"请求参数错误！"),
    CODE_601(601,"信息已存在！"),
    CODE_500(500,"服务器响应出错，请联系管理员！"),
    CODE_503(503,"应用服务错误，请联系管理员！"),//具体微服务错误
    CODE_50014(50014,"Token过期，请重新登录！"),
    CODE_50008(50008,"非法令牌Token！"),
    CODE_50012(50012,"其他客户端已登录！"),
    CODE_901(901,"未登录或登录超时，请重新登录！"),
    ;
    private Integer code;
    private String msg;

    ResponseCodeEnum(Integer code, String msg) {
        this.code = code;
        this.msg = msg;
    }

    public Integer getCode() {
        return code;
    }

    public String getMsg() {
        return msg;
    }
}

package com.yd_oa_java_cloud.base.entity.vo;

import com.yd_oa_java_cloud.base.entity.enums.ResponseCodeEnum;

import java.io.Serializable;
import java.util.Iterator;
import java.util.LinkedHashMap;
import java.util.Map;

public class YdOaResult extends LinkedHashMap<String,Object> implements Serializable {
    private Integer code;//状态码
    private String msg;//返回信息

    public YdOaResult(){

    }

    public YdOaResult(int code, String msg, Object data) {
        this.setCode(code);
        this.setMsg(msg);
        this.setData(data);
    }

    public Integer getCode() {
        return (Integer)this.get("code");
    }

    public String getMsg() {
        return (String)this.get("msg");
    }

    public Object getData() {
        return this.get("data");
    }

    public YdOaResult setCode(int code) {
        this.put("code", code);
        return this;
    }

    public YdOaResult setMsg(String msg) {
        this.put("msg", msg);
        return this;
    }

    public YdOaResult setData(Object data) {
        this.put("data", data);
        return this;
    }

    public YdOaResult set(String key, Object data) {
        this.put(key, data);
        return this;
    }
    

    public YdOaResult removeDefaultFields() {
        this.remove("code");
        this.remove("msg");
        this.remove("data");
        return this;
    }

    public YdOaResult removeNonDefaultFields() {
        Iterator var1 = this.keySet().iterator();

        while(var1.hasNext()) {
            String key = (String)var1.next();
            if (!"code".equals(key) && !"msg".equals(key) && !"data".equals(key)) {
                this.remove(key);
            }
        }

        return this;
    }

    public static YdOaResult ok() {
        ResponseCodeEnum code20000 = ResponseCodeEnum.CODE_20000;
        return new YdOaResult(code20000.getCode(), code20000.getMsg(), (Object)null);
    }

    public static YdOaResult ok(String msg) {
        ResponseCodeEnum code20000 = ResponseCodeEnum.CODE_20000;
        return new YdOaResult(code20000.getCode(), msg, (Object)null);
    }

    public static YdOaResult code(int code) {
        return new YdOaResult(code, (String)null, (Object)null);
    }

    public static YdOaResult data(Object data) {
        ResponseCodeEnum code20000 = ResponseCodeEnum.CODE_20000;
        return new YdOaResult(code20000.getCode(),code20000.getMsg(), data);
    }

    public static YdOaResult error() {
        ResponseCodeEnum code20001 = ResponseCodeEnum.CODE_20001;
        return new YdOaResult(code20001.getCode(), code20001.getMsg(), (Object)null);
    }

    public static YdOaResult error(String msg) {
        ResponseCodeEnum code20001 = ResponseCodeEnum.CODE_20001;
        return new YdOaResult(code20001.getCode(), msg, (Object)null);
    }

    public static YdOaResult get(int code, String msg, Object data) {
        return new YdOaResult(code, msg, data);
    }

    public static YdOaResult empty() {
        return new YdOaResult();
    }

    public String toString() {
        return "{\"code\": " + this.getCode() + ", \"msg\": " + this.transValue(this.getMsg()) + ", \"data\": " + this.transValue(this.getData()) + "}";
    }

    private String transValue(Object value) {
        if (value == null) {
            return null;
        } else {
            return value instanceof String ? "\"" + value + "\"" : String.valueOf(value);
        }
    }
}

4. base模块构建自定义异常类，封装自定义异常

package com.yd_oa_java_cloud.base.exception;

import com.yd_oa_java_cloud.base.entity.enums.ResponseCodeEnum;

/**
 * 自定义异常
 */
public class BusinessException extends RuntimeException{
    private ResponseCodeEnum codeEnum;//引入响应信息枚举
    private Integer code;//自定义异常响应码
    private String message; //自定义异常响应信息

    //构造方法
    public BusinessException(String message,Throwable e){
        super(message,e);//调用父类构造方法，将异常信息传入
        this.message = message;
    }
    public BusinessException(String message){
        super(message);
        this.message = message;
    }
    public BusinessException(Throwable e) {super(e);}

    public BusinessException(ResponseCodeEnum codeEnum){
        super(codeEnum.getMsg());
        this.codeEnum=codeEnum;
        this.code = codeEnum.getCode();
        this.message = codeEnum.getMsg();
    }
    public BusinessException(Integer code, String message){
        super(message);
        this.code = code;
        this.message = message;
    }

    public ResponseCodeEnum getCodeEnum() {return codeEnum;}

    public Integer getCode() {return code;}

    @Override
    public String getMessage() {
        return message;
    }
    /**
     * 重新fillInStackTrace 业务异常不需要堆栈信息，提高效率
     */
    @Override
    public Throwable fillInStackTrace() {
        return this;
    }
}

3. gateway网关

由于篇幅原因，将其放在：`https://blog.csdn.net/grd_java/article/details/145000544`

4. mybatis-plus,代码生成器

按需加载，可以使用mybatis自己写全流程，这一步是可选项

由于篇幅原因，将其放在：`https://blog.csdn.net/grd_java/article/details/145061518`

5. Sa-Token权限管理模块rbac

本来想使用spring security的，但是考虑到实际工作中，大家都在用国产的Sa-Token框架实现相关功能，所以采用此框架实现权限认证

这个框架真的很好用呀，spring security玩了这么久，现在有了Sa-Token以后，除了高安全性需求场景基本用不上spring security了，文档还难读，Sa-Token再发展两年，真的可以把spring security关小黑屋了

由于篇幅原因，将其放在：`https://blog.csdn.net/grd_java/article/details/145013189`

二、Python后端FastAPI架构

三、Vue3.0前端架构

标签：Vue,java,Python,spring,主目录,cloud,com,public,store
From： https://blog.csdn.net/grd_java/article/details/144986730

SpringCloud+Vue+Python人工智能（fastAPI,机器学习,深度学习）前后端架构各功能实现思路——主目录（持续更新）

文章目录

一、java后端SpringCloud架构

1. 必要的需要单独下载的第三方包

1.1 安装启动

1.2 配置

2. springCloud核心架构搭建

2.1 根目录pom文件

2.2 base模块

2.3 common模块

2.4 getway网关

2.5 security权限管理

3. 工具类

3. gateway网关

4. mybatis-plus,代码生成器

5. Sa-Token权限管理模块rbac

二、Python后端FastAPI架构

三、Vue3.0前端架构

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