Spring Cloud Sleuth--服务链路追踪(二)

墨蓝 2021-08-30 02:27 495阅读 0赞

### 在链路中添加自定义数据 ###

现在需要实现这样一个功能：在链路数据中加上请求的操作人。被案例在geteway-service服务中实现。在gateway-service工程中新建一个ZuulFilter过滤器，它的类型为post类型，order为900，开启拦截。在过滤器的拦截逻辑方法里，通过Tracer 的addTag 方法加上自定义的数据，在本案例中加上了链路的操作人。另外也可以在这个过滤器中获取当前链路的traceld信息，traceld 作为链路数据的唯一标识， 可以存储在log日志中，方便后续查找，本案例只是将traceld信息简单地打印在控制台上。代码如下:

@Component
    public class LoggerFilter extends ZuulFilter { 
        
        @Autowired
        Tracer tracer;
        
        @Override
        public String filterType() { 
            return FilterConstants.POST_TYPE;
        }
    
        @Override
        public int filterOrder() { 
            return 900;
        }
    
        @Override
        public boolean shouldFilter() { 
            return true;
        }
    
        @Override
        public Object run() { 
            tracer.addTag("operator", "forezp");
            System.out.println(tracer.getCurrentSpan().traceIdString());
            return null;
        }
    }

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70]

#### 使用RabbitMQ传输链路数据 ####

在上述案例中，最终gateway-service收集的数据是通过Http上传给zipkin-server的。在SpringCloudSleuth中支持消息组件来传递链路数据。

首先改造sipkin-server工程，在其pom文件中将zipkin-server的依赖去掉，加上spring-cloud-sleuth-zipkin-stream和spring-cloud-starter-stream-rabbit的依赖：

<dependencies>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-eureka</artifactId>
            </dependency>
    
    
    
    
            <dependency>
                <groupId>io.zipkin.java</groupId>
                <artifactId>zipkin-autoconfigure-ui</artifactId>
            </dependency>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-sleuth-zipkin-stream</artifactId>
            </dependency>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-stream-rabbit</artifactId>
            </dependency>
        </dependencies>

配置中加上rabbitmq的配置：

server:
      port: 9411
    
    spring:
      application:
        name: zipkin-server
      rabbitmq:
        host: localhost
        port: 5672
        username: guest
        password: guest
    
    eureka:
      client:
        service-url:
          defaultZone: http://localhost:8761/eureka/

启动类上加上@EnableZipkinStreamServer注解：

@SpringBootApplication
    @EnableEurekaClient
    // @EnableZipkinServer
    @EnableZipkinStreamServer
    public class ZipkinServerApplication { 
        public static void main(String[] args) { 
            SpringApplication.run(ZipkinServerApplication.class, args);
        }
    }

现在来改造Zipkin Client (包括gateway-service工程和user-service工程)，在它们的pom文件中将spring coud-tartrzipki依赖改为spring cloud-sleth-zipkin-strearmn和spring-cloud-tarterstream-rabbit,代码如下:

<dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-sleuth-zipkin-stream</artifactId>
            </dependency>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-stream-rabbit</artifactId>
            </dependency>

同时在配置文件applicayion.yml加上RabbitMQ的配置，同zipkin-server工程。这样，就将链路的上传数据从Http改为用消息代组件RabbitMQ。  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 1]  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 2]

#### 在MySQL数据库中存储链路数据 ####

在上面的例子中，Zipkin Server将数据存储在内存中，一旦程序重启， 之前的链路数据全部丢失，那么怎么将链路数据存储起来呢? Zipkin 支持将链路数据存储在MySQL、Elasticsearch和Cassandra数据库中。

**使用Http传输链路数据，并存储在MySQL数据库中**

只需要改造zipkin-server 工程。在zipkin-server工程的pom文件加上Zipkin Server 的依赖zipkin-server、Zipkin 的MySQL存储依赖zipkin-storage-mysql (这两个依赖的版本都为1.19.0)、 Zipkin Server 的UI界面依赖zipkin-autoconfigure-ui、MySQL的连接器依赖mysql-connector-java 和JDBC的起步依赖spring-boot- starter-jdbc。代码如下:

<dependencies>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-eureka</artifactId>
            </dependency>
            
            <dependency>
                <groupId>io.zipkin.java</groupId>
                <artifactId>zipkin-server</artifactId>
            </dependency>
            
            <dependency>
                <groupId>io.zipkin.java</groupId>
                <artifactId>zipkin-autoconfigure-ui</artifactId>
            </dependency>
            
            <dependency>
                <groupId>io.zipkin.java</groupId>
                <artifactId>zipkin-storage-mysql</artifactId>
                <version>1.19.0</version>
            </dependency>
            <dependency>
                <groupId>mysql</groupId>
                <artifactId>mysql-connector-java</artifactId>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-jdbc</artifactId>
            </dependency>
    
    
    
    
    
    
    
    
        </dependencies>

在zipkin-server工程的配置文件application.yml中加上数据源的配置，包括数据库的Url、用户名、密码和连接驱动，并且需要配置zipkin.storage.type为mysql,代码如下:

server:
      port: 9411
    
    spring:
      application:
        name: zipkin-server
    #  rabbitmq:
    #    host: localhost
    #    port: 5672
    #    username: guest
    #    password: guest
      datasource:
        url: jdbc:mysql://localhost:3306/zipkin?userUnicode=true&characterEncoding=utf8&useSSL=false
        username: root
        password: 123456
        driver-class-name: com.mysql.jdbc.Driver
    
    zipkin:
      storage:
        type: mysql
    
    eureka:
      client:
        service-url:
          defaultZone: http://localhost:8761/eureka/

另外需要在MySQL数据库中初始化数据库脚本，数据库脚本地址为`https://github.com/openzipkin/zipkin/blob/master/zipkin-storage/mysql-v1/src/main/resources/mysql.sql`

--
    -- Copyright 2015-2019 The OpenZipkin Authors
    --
    -- Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
    -- in compliance with the License. You may obtain a copy of the License at
    --
    -- http://www.apache.org/licenses/LICENSE-2.0
    --
    -- Unless required by applicable law or agreed to in writing, software distributed under the License
    -- is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
    -- or implied. See the License for the specific language governing permissions and limitations under
    -- the License.
    --
    
    CREATE TABLE IF NOT EXISTS zipkin_spans (
      `trace_id_high` BIGINT NOT NULL DEFAULT 0 COMMENT 'If non zero, this means the trace uses 128 bit traceIds instead of 64 bit',
      `trace_id` BIGINT NOT NULL,
      `id` BIGINT NOT NULL,
      `name` VARCHAR(255) NOT NULL,
      `remote_service_name` VARCHAR(255),
      `parent_id` BIGINT,
      `debug` BIT(1),
      `start_ts` BIGINT COMMENT 'Span.timestamp(): epoch micros used for endTs query and to implement TTL',
      `duration` BIGINT COMMENT 'Span.duration(): micros used for minDuration and maxDuration query',
      PRIMARY KEY (`trace_id_high`, `trace_id`, `id`)
    ) ENGINE=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;
    
    ALTER TABLE zipkin_spans ADD INDEX(`trace_id_high`, `trace_id`) COMMENT 'for getTracesByIds';
    ALTER TABLE zipkin_spans ADD INDEX(`name`) COMMENT 'for getTraces and getSpanNames';
    ALTER TABLE zipkin_spans ADD INDEX(`remote_service_name`) COMMENT 'for getTraces and getRemoteServiceNames';
    ALTER TABLE zipkin_spans ADD INDEX(`start_ts`) COMMENT 'for getTraces ordering and range';
    
    CREATE TABLE IF NOT EXISTS zipkin_annotations (
      `trace_id_high` BIGINT NOT NULL DEFAULT 0 COMMENT 'If non zero, this means the trace uses 128 bit traceIds instead of 64 bit',
      `trace_id` BIGINT NOT NULL COMMENT 'coincides with zipkin_spans.trace_id',
      `span_id` BIGINT NOT NULL COMMENT 'coincides with zipkin_spans.id',
      `a_key` VARCHAR(255) NOT NULL COMMENT 'BinaryAnnotation.key or Annotation.value if type == -1',
      `a_value` BLOB COMMENT 'BinaryAnnotation.value(), which must be smaller than 64KB',
      `a_type` INT NOT NULL COMMENT 'BinaryAnnotation.type() or -1 if Annotation',
      `a_timestamp` BIGINT COMMENT 'Used to implement TTL; Annotation.timestamp or zipkin_spans.timestamp',
      `endpoint_ipv4` INT COMMENT 'Null when Binary/Annotation.endpoint is null',
      `endpoint_ipv6` BINARY(16) COMMENT 'Null when Binary/Annotation.endpoint is null, or no IPv6 address',
      `endpoint_port` SMALLINT COMMENT 'Null when Binary/Annotation.endpoint is null',
      `endpoint_service_name` VARCHAR(255) COMMENT 'Null when Binary/Annotation.endpoint is null'
    ) ENGINE=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;
    
    ALTER TABLE zipkin_annotations ADD UNIQUE KEY(`trace_id_high`, `trace_id`, `span_id`, `a_key`, `a_timestamp`) COMMENT 'Ignore insert on duplicate';
    ALTER TABLE zipkin_annotations ADD INDEX(`trace_id_high`, `trace_id`, `span_id`) COMMENT 'for joining with zipkin_spans';
    ALTER TABLE zipkin_annotations ADD INDEX(`trace_id_high`, `trace_id`) COMMENT 'for getTraces/ByIds';
    ALTER TABLE zipkin_annotations ADD INDEX(`endpoint_service_name`) COMMENT 'for getTraces and getServiceNames';
    ALTER TABLE zipkin_annotations ADD INDEX(`a_type`) COMMENT 'for getTraces and autocomplete values';
    ALTER TABLE zipkin_annotations ADD INDEX(`a_key`) COMMENT 'for getTraces and autocomplete values';
    ALTER TABLE zipkin_annotations ADD INDEX(`trace_id`, `span_id`, `a_key`) COMMENT 'for dependencies job';
    
    CREATE TABLE IF NOT EXISTS zipkin_dependencies (
      `day` DATE NOT NULL,
      `parent` VARCHAR(255) NOT NULL,
      `child` VARCHAR(255) NOT NULL,
      `call_count` BIGINT,
      `error_count` BIGINT,
      PRIMARY KEY (`day`, `parent`, `child`)
    ) ENGINE=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;

最后需要在程序的启动类ZipkinServerApplication中注入MySQLStorage的Bean,代码如下:

@SpringBootApplication
    @EnableEurekaClient
    @EnableZipkinServer
    // @EnableZipkinStreamServer
    public class ZipkinServerApplication { 
        public static void main(String[] args) { 
            SpringApplication.run(ZipkinServerApplication.class, args);
        }
    
        @Bean
        public MySQLStorage mySQLStorage(DataSource dataSource) { 
            return MySQLStorage.builder()
                    .datasource(dataSource)
                    .executor(Runnable::run)
                    .build();
        }
    }

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 3]

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 4]

[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70]: /images/20210813/42df274b5d4942f9bf54eb8d2b8abb64.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 1]: https://img-blog.csdnimg.cn/20200523171754205.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 2]: https://img-blog.csdnimg.cn/20200523172004785.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 3]: https://img-blog.csdnimg.cn/20200523174915851.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5,size_16,color_FFFFFF,t_70
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5_size_16_color_FFFFFF_t_70 4]: https://img-blog.csdnimg.cn/2020052317494945.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L2NvbGRfX19wbGF5,size_16,color_FFFFFF,t_70