性能测试之jmeter脚本监控3

1，influxDb数据库

InfluxDB 以更少的代码为分析、物联网和云原生服务构建实时应用程序。其核心是一个数据库，专门用于处理由传感器、应用程序和基础设施生成的海量数据和无数来源的时间戳数据。如果时间与您的数据相关，您需要一个时间序列数据库。

可以和jmeter监听器结合，记录jmeter压测产生的数据并存入到influxdb数据库，有对应的可视化界面展示数据，也可以结合grafana监控平台展示数据

InfluxDB 是一个时间序列数据库(TSDB), 被设计用来处理高写入、高查询负载，是 TICK 的一部分。

InfluxDB是一个用于存储和分析时间序列数据的开源数据库。

中文地址：https://jasper-zhang1.gitbooks.io/influxdb/content/

主要特性有：

• 内置HTTP接口，使用方便
• 数据可以打标记，这样查询可以很灵活
• 类SQL的查询语句
• 安装管理很简单，并且读写数据很高效
• 能够实时查询，数据在写入时被索引后就能够被立即查出

2，安装influxDB服务

#安装2.0版本以下的，2.0版本更新比较大
docker pull influxdb:1.8
docker run --name influxdb -d -p 8083:8083  -p 8086:8086  --volume /user/admin:/var/lib/influxdb2 influxdb
#各个参数含义：
#-d：容器在后台运行
#-p：将容器内端口映射到宿主机端口，格式为 宿主机端口:容器内端口；8083是influxdb的web管理工具端口，8086是influxdb的HTTP API端口
#--name：容器名称
#--volume 数据持久化存到宿主机上
docker exec -it influxdb /bin/sh
#启动对应的数据库
influx
#创建数据库
create database jmeter;
use jmeter;
show databases;

3,配置jmeter监听器，后端监听器

在jmeter监听器中添加后端监听器，配置influxdb对应的参数，就可以监听到发送请求到数据存入到influxdb数据库中

4，配置grafana可视化工具

grafana是一个跨平台的开源的度量分析和可视化工具，可以通过将采集的数据查询然后可视化的展示，并及时通知。它主要有以下六大特点：

1、展示方式：快速灵活的客户端图表，面板插件有许多不同方式的可视化指标和日志，官方库中具有丰富的仪表盘插件，比如热图、折线图、图表等多种展示方式；

2、数据源：Graphite，InfluxDB，OpenTSDB，Prometheus，Elasticsearch，CloudWatch和KairosDB等；

3、通知提醒：以可视方式定义最重要指标的警报规则，Grafana将不断计算并发送通知，在数据达到阈值时通过Slack、PagerDuty等获得通知；

4、混合展示：在同一图表中混合使用不同的数据源，可以基于每个查询指定数据源，甚至自定义数据源；

5、注释：使用来自不同数据源的丰富事件注释图表，将鼠标悬停在事件上会显示完整的事件元数据和标记；

6、过滤器：Ad-hoc过滤器允许动态创建新的键/值过滤器，这些过滤器会自动应用于使用该数据源的所有查询。

docker pull grafana/grafana
docker run -d -it -p 3000:3000 --name grafana grafana/grafana
#打开地址：
http://localhost:3000/
#账号密码都是admin

1，登陆成功后点击add your first data source

2，选择influxdb添加

3，添加influxdb对应的参数

添加后点击保存

4，导入或添加对应的dashboard模版

通过导入模版的json或着复制对应json里面的内容粘贴上去

对应的json模版地址：https://download.csdn.net/download/llh304/76145108

5,配置完成后执行jmeter脚本

采集的数据会和实际数据有一定的误差，采集数据会根据一定的规则算法进行采集

json { "__inputs": [ { "name": "JMETER_DASHBOARD", "label": "DB name", "description": "Create a Datasource in Grafana that points to jmeter database", "type": "datasource", "pluginId": "influxdb", "pluginName": "InfluxDB" }, { "name": "VAR_MEASUREMENT_NAME", "type": "constant", "label": "Measurement name", "value": "jmeter", "description": "InfluxDB measurement name" }, { "name": "VAR_SEND_INTERVAL", "type": "constant", "label": "Backend send interval", "value": "5", "description": "in second, should match JMeter property \"backend_influxdb.send_interval\"" } ], "__requires": [ { "type": "grafana", "id": "grafana", "name": "Grafana", "version": "4.6.2" }, { "type": "datasource", "id": "influxdb", "name": "InfluxDB", "version": "1.4.0" }, { "type": "panel", "id": "graph", "name": "Graph", "version": "" }, { "type": "panel", "id": "singlestat", "name": "Singlestat", "version": "" }, { "type": "panel", "id": "table", "name": "Table", "version": "" } ], "annotations": { "list": [ { 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\"jmeter\" WITH KEY = \"transaction\" WHERE \"application\" =~ /^$application$/ AND \"transaction\" != 'internal' AND \"transaction\" != 'all'", "refresh": 1, "regex": "", "sort": 0, "tagValuesQuery": null, "tags": [], "tagsQuery": null, "type": "query", "useTags": false }, { "current": { "text": "jmeter", "value": "jmeter" }, "hide": 2, "label": "Measurement name", "name": "measurement_name", "options": [ { "text": "jmeter", "value": "jmeter" } ], "query": "jmeter", "type": "constant" }, { "current": { "text": "5", "value": "5" }, "hide": 2, "label": "Backend send interval in second", "name": "send_interval", "options": [ { "text": "5", "value": "5" } ], "query": "5", "type": "constant" } ] }, "time": { "from": "now-5m", "to": "now" }, "timepicker": { "refresh_intervals": [ "5s", "10s", "30s", "1m", "5m", "15m", "30m", "1h", "2h", "1d" ], "time_options": [ "5m", "15m", "1h", "6h", "12h", "24h", "2d", "7d", "30d" ] }, "timezone": "browser", "title": "JMeter Dashboard", "version": 4 }

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