Spring Cloud Sleuth服务链路追踪（mysql存

作者: AaronSimon | 来源:发表于2018-10-01 09:33 被阅读96次

在Spring Cloud Sleuth服务链路追踪（Finchley版本）中，我们使用Spring Cloud Sleuth和zipkin的整合实现了服务链路的追踪，但是遗憾的是链路数据存储在内存中，无法持久化。zipkin的持久化可以结合Elasticsearch，MySQL实现。本节在Spring Cloud Sleuth服务链路追踪（Finchley版本）的基础上整合MySQL进行链路数据的持久化。本节示例工程如下：

服务	端口	服务说明
eureka	8761	服务注册于发现
provider	8800	服务提供者
consumer	8801	服务消费者
chainMonitor	8770	链路追踪服务端，mysql存储链路数据

在这里我们只需对chainMonitor进行部分修改即可，其它服务不用做更改。

1.添加依赖支持mysql存储链路数据

<?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>

    <groupId>priv.simon</groupId>
    <artifactId>chainmonitor</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <packaging>jar</packaging>

    <name>chainmonitor</name>
    <description>Demo project for Spring Boot</description>

    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.0.5.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>

    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <java.version>1.8</java.version>
        <spring-cloud.version>Finchley.SR1</spring-cloud.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-netflix-eureka-client</artifactId>
        </dependency>
        <!-- zipkin 界面-->
        <dependency>
            <groupId>io.zipkin.java</groupId>
            <artifactId>zipkin-autoconfigure-ui</artifactId>
            <version>2.11.5</version>
        </dependency>
        <!-- zipkin 服务类-->
        <dependency>
            <groupId>io.zipkin.java</groupId>
            <artifactId>zipkin-server</artifactId>
            <version>2.11.5</version>
        </dependency>
        <dependency>
            <groupId>io.zipkin.java</groupId>
            <artifactId>zipkin-autoconfigure-storage-mysql</artifactId>
            <version>2.11.5</version>
        </dependency>
        <dependency>
            <groupId>io.zipkin.zipkin2</groupId>
            <artifactId>zipkin-storage-mysql-v1</artifactId>
            <version>2.11.5</version>
        </dependency>
        <dependency>
            <groupId>org.jooq</groupId>
            <artifactId>jooq</artifactId>
            <version>3.11.4</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>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
        <!--dbcp2数据库连接池-->
        <dependency>
            <groupId>org.apache.commons</groupId>
            <artifactId>commons-dbcp2</artifactId>
            <version>2.3.0</version>
        </dependency>
    </dependencies>

    <dependencyManagement>
        <dependencies>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-dependencies</artifactId>
                <version>${spring-cloud.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
        </dependencies>
    </dependencyManagement>
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
        </plugins>
    </build>
</project>

由于Spring Boot 2.0之后官方不再建议自定义zipkin，建议使用官方提供的zipkin.jar包，将springboot升级至2.0后，发现zipkin2使用mysql做日志存储会出错，需要添加以下依赖：

<dependency>
    <groupId>org.jooq</groupId>
    <artifactId>jooq</artifactId>
    <version>3.11.4</version>
</dependency>

另外启动的时候发现，zipkin使用Spring Boot 2.0 默认的数据库连接池hikaricp会有问题，无法启动，这里改成了dbcp2数据库连接池：

<!--dbcp2数据库连接池-->
<dependency>
    <groupId>org.apache.commons</groupId>
    <artifactId>commons-dbcp2</artifactId>
    <version>2.3.0</version>
</dependency>

2.配置文件

server:
  port: 8770

spring:
  application:
    name: chainmonitor
  datasource:
    url: jdbc:mysql://localhost:3306/zipkin?autoReconnect=true&useUnicode=true&characterEncoding=UTF-8&zeroDateTimeBehavior=convertToNull&useSSL=false
    username: root
    password: 123456
    driver-class-name: com.mysql.jdbc.Driver
    initialization-mode: always
    continue-on-error: true
    schema: classpath:/zipkin.sql
    dbcp2:
      #初始化连接:连接池启动时创建的初始化连接数量
      initial-size: 50
      #从连接池获取一个连接时，最大的等待时间,连接池会等待N毫秒，等待不到，则抛出异常
      max-wait-millis: 60000
      #最大空闲连接:连接池中容许保持空闲状态的最大连接数量,超过的空闲连接将被释放,如果设置为负数表示不限制
      max-idle: 100
      #通过这个池创建连接的默认自动提交状态。如果不设置，则setAutoCommit 方法将不被调用
      default-auto-commit: true
      #通过这个池创建连接的默认只读状态
      default-read-only: false
      #指明在从池中租借对象时是否要进行验证有效，如果对象验证失败，则对象将从池子释放，然后我们将尝试租借另一个
      test-on-borrow: true
    type: org.apache.commons.dbcp2.BasicDataSource
  jpa:
    database: mysql
    show-sql: true
    hibernate:
      ddl-auto: update
    properties:
      hibernate:
        dialect: org.hibernate.dialect.MySQL5Dialect
eureka:
  client:
    serviceUrl:
      defaultZone: http://localhost:8761/eureka/
management:
  metrics:
    web:
      server:
        auto-time-requests: false
zipkin:
  storage:
    type: mysql

zipkin持久化数据需要建立三张表用于存储数据，这三张表会在服务启动的时候创建。其中

spring:
  datasource:
    schema: classpath:/zipkin.sql

指定创建表的语句在资源文件夹下。

3.sql语句

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,
  `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'
) ENGINE=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;

ALTER TABLE zipkin_spans ADD UNIQUE KEY(`trace_id_high`, `trace_id`, `id`) COMMENT 'ignore insert on duplicate';
ALTER TABLE zipkin_spans ADD INDEX(`trace_id_high`, `trace_id`, `id`) COMMENT 'for joining with zipkin_annotations';
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(`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';
ALTER TABLE zipkin_annotations ADD INDEX(`a_key`) COMMENT 'for getTraces';
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
) ENGINE=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;

ALTER TABLE zipkin_dependencies ADD UNIQUE KEY(`day`, `parent`, `child`);

4. 测试

依次启动服务：eureka->provider->consumer->chainMonitor,此时发现数据库已经创建了三张表，并且chainMonitor访问正常

创建的表
访问provider或consumer服务，表中插入了数据

表数据
重启chainMonitor服务，可以查询到链路数据，持久化成功

查询界面

github下载示例代码

Spring Cloud Sleuth服务链路追踪（mysql存

1.添加依赖支持mysql存储链路数据

2.配置文件

3.sql语句

4. 测试

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