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Zipkin 分布式数据追踪系统

2023-09-27 14:24:44 时间

Zipkin 是一个分布式数据追踪系统,适用于微服务架构下的调用链路数据采集及分析工作。

可通过一个 Web 前端轻松的收集和分析数据,例如用户每次请求服务的处理时间等,可方便的监测系统中存在的瓶颈。

一、配置 Java 环境 安装 JDK

Zipkin 使用 Java8
yum install java
-1.8.0-openjdk* -y java -version

二、安装 Zipkin 

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1、创建zipkin安装目录
mkdir -p /opt/server/zipkin && cd "$_"

2、下载 Zipkin wget
-O zipkin.jar 'https://search.maven.org/remote_content?g=io.zipkin.java&a=zipkin-server&v=LATEST&c=exec'
3、启动 Zipkin (nohup & 可以进行后台运行 ) java
-jar zipkin.jar
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   Zipkin 默认监听 9411 端口

三、配置 MySQL 数据持久化 

  1、Zipkin 支持的持久化方案很多: Cassandra, MySQL, Elasticsearch。

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wget http://dev.mysql.com/get/mysql57-community-release-el7-9.noarch.rpm
rpm -Uvh mysql57-community-release-el7-9.noarch.rpm
yum install mysql-community-server -y
systemctl start mysqld.service

设置 mysql 密码 创建一个zipkin 库; mysql
-uroot -p
> ALTER USER
'root'@'localhost' IDENTIFIED BY 'passwd';

> create database zipkin;

exit
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  2、创建 Zipkin初始化文件  zipkin_init.sql 

     创建了 zipkin_annotations, zipkin_dependencies, zipkin_spans 三张数据表

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# cat /opt/server/zipkin/zipkin_init.sql
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
) ENGINE
=InnoDB ROW_FORMAT=COMPRESSED CHARACTER SET=utf8 COLLATE utf8_general_ci;

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

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  3、初始化导入:

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mysql -u root --password='passwd'

> use zipkin;
> source /opt/server/zipkin/zipkin_init.sql
> show tables;
> exit
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四、重新启动 zipkin

cd /opt/server/zipkin
STORAGE_TYPE=mysql MYSQL_HOST=localhost MYSQL_TCP_PORT=3306 MYSQL_DB=zipkin MYSQL_USER=root MYSQL_PASS='passwd' \
nohup java -jar zipkin.jar &

五、创建一个dome 示例

  1、搭建 NodeJS 环境

curl --silent --location https://rpm.nodesource.com/setup_8.x | sudo bash -
yum install nodejs -y

  2、创建 /opt/server/service_testing 工作目录

mkdir -p /opt/server/service_testing 

 

  3、在 /opt/server/service_testing 目录下创建并编辑 package.json

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# cat /opt/server/service_testing/package.json
{
"name": "service_testing", "version": "1.0.0", "description": "", "main": "index.js", "scripts": {}, "author": "", "license": "ISC", "dependencies": { "express": "^4.15.3", "zipkin": "^0.7.2", "zipkin-instrumentation-express": "^0.7.2", "zipkin-transport-http": "^0.7.2" } }
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  4、安装相关依赖

# npm install

  5、创建并编辑 app.js

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# cat /opt/server/service_testing/app.js
const express = require('express'); const {Tracer, ExplicitContext, BatchRecorder} = require('zipkin'); const {HttpLogger} = require('zipkin-transport-http'); const zipkinMiddleware = require('zipkin-instrumentation-express').expressMiddleware;

const ctxImpl = new ExplicitContext();
const recorder = new BatchRecorder({
logger:
new HttpLogger( {
endpoint:
'http://127.0.0.1:9411/api/v1/spans'
})
});

const tracer = new Tracer({ctxImpl, recorder});

const app = express();

app.use(zipkinMiddleware({
tracer,
serviceName: 'service-testing'
}));

app.use('/', (req, res, next) => {
res.send(
'hello one');
});

app.listen(3000, () => {
console.log(
'service-testing listening on port 3000!')
});

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  6、启动服务 (监听 3000 端口)http://IP:3000

# node app.js

六、zipkin 访问 http://IP:9411 

原文地址:https://www.cnblogs.com/sharesdk/p/9267736.html