5-0 link tracking sleuth+zipkin

1 Link tracking

  • 1 Link tracing can quickly locate service problems, the scope of the fault's impact, whether the service dependence is reasonable, and link performance.
  • 2 Ali does not provide link tracking technology, here is implemented using the sleuth+zipkin solution

2 sleuth description

2.1 Basic concepts

Consists of link identification traceId, service node identification spanid, and time annotation Annotation

  • traceId: One request, the unique id of the entire link
  • spanId: the unique identifier of each service node
  • Time note: cs(client send),sr(server recieve),ss(server send),cr(client receive)

Note: sr-cs request network delay, ss-sr service processing time, cr-ss return network delay, cr-cs request total time

2.2 Instructions for use

2.2.1 Just introduce the sleuth dependency in the pom file, here it is introduced in the parent project

    <dependencies>
        <!--链路追踪sleuth监控各节点服务信息-->
        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-sleuth</artifactId>
        </dependency>
    </dependencies>

2.2.2 Test verification, start gateway service and product service

Browser request http://localhost:7000/product-serv/product/1, product service console output log content is

  • [service-product,004b2d759b2a44e9,49d1f0bba0c7d830,false], Respectively represent the service name, traceId, spanId, whether to output the monitoring information to a third party

3 zipkin instructions

3.1 Basic concepts of zipkin

3.1.1 Four core components

  • Collector collects information and converts it to span format to support subsequent storage analysis and display
  • storage storage, support memory ram default, mysql, es, etc.
  • restfulApi provides external access
  • webui: visually query and analyze link tracking information

3.1.2 zipkin composition

Zipkin consists of a server and a client, and the server can be started by the jar package.

3.2 Simple to use

3.2.1 The parent project pom file introduces zipkin dependency

        <!-- 链路追踪zipkin依赖,收集存储显示sleuth信息-->
        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-zipkin</artifactId>
        </dependency>

3.2.2 All service yml files are introduced into zipkin and sleuth configuration

spring:
  zipkin:
    base-url: http://localhost:9411
    # nacos不会将zipkin作为一个服务注册发现,只把它作为url对待
    discoveryClientEnabled: false
  sleuth:
    sampler:
      probability: 1.0 # zipkin从sleuth的信息采集率,0-1之间

3.3 zipkin data persistence

3.3.1 Create zipkin database, import zipkin initialization table

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';
 
CREATE TABLE IF NOT EXISTS zipkin_dependencies (
  `day` DATE NOT NULL,
  `parent` VARCHAR(255) NOT NULL,
  `child` VARCHAR(255) NOT NULL,
  `call_count` BIGINT
) ENGINE=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;
 
ALTER TABLE zipkin_dependencies ADD UNIQUE KEY(`day`, `parent`, `child`);

3.3.2 Server start command update

java -jar zipkin-server-2.12.9-exec.jar --STORAGE_TYPE=mysql --MYSQL_HOST=127.0.0.1 --MYSQL_TCP_PORT=3306 --MYSQL_DB=zipkin --MYSQL_USER=root --MYSQL_PASS=root
E_TYPE=mysql --MYSQL_HOST=127.0.0.1 --MYSQL_TCP_PORT=3306 --MYSQL_DB=zipkin --MYSQL_USER=root --MYSQL_PASS=root

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Origin blog.csdn.net/weixin_45544465/article/details/105939173