前戏
Jmeter原生测试报告有如下缺点
- 不具备实时性
- 报告中的数据是测试时间段内的平均值
- 丑
在如上缺点中，就诞生了性能监控平台，性能监控平台比jmeter的优势如下
- 实时展示Jmeter压测数据
- 数据范围可选
- 界面美观
性能监控平台的组成如下
- Jmeter：压测工具，产生压测数据
- InfluxDB：开源时序数据库，特别适合用于处理和分析资源监控数据，用于存储压测数据。
- Grefana：度量分析与可视化图标展示工具，可以支持不同种类的数据源，用于存储与InfluxDB中的数据以图标的形式展示出来。
InfluxDB部署
自从学会了docker之后，所有的环境部署我都会优先考虑docker，部署起来简单方便
部署之前确保自己已经安装了docker并且启动了，如何部署查看我的docker文章。
1.下载influxDB镜像
docker pull influxdb
2.下载完查看镜像
docker images
3.启动 influxDB 容器，将新 influxDB 容器命名为 jmeterdb, 执⾏docker创建容易命令：
docker run -d -p 8086:8086 -p 8083:8083 --name=jmeterdb influxdb
4.执⾏如下命令进⼊容器内部
docker exec -it jmeterdb /bin/bash
5.在容器内部创建一个数据库，用于收集jmeter发送的压测数据
执行influx命令进入命令台
使用 show databases; 查看已存在的数据库，只有一个_internal
6.我们创建一个名为jmeter的数据库，用来存放我们的数据
将jmeter收集到的数据发送给influxdb
上面我们已经在我们的服务器上搭建好了influxdb，并且创建了一个数据库，名为jmeter。现在我们就用jmeter往influxdb里发送数据。
在Jmeter中添加Backend Listener组件，用于收集数据并发送给influxdb
默认页面如下
在 Backend Listener implementation 中选择InfluxdbBackendListenerClient （注意：必须使⽤jmeter 5.0以上版本，否则需要单独装插件才可以看到这个组件）
- 在influxdbURL中将实际的influxdb hostname填写进去
- 在application中填写你的应用名称，也可以不改
- 在 tetestTile 中可以修改，也可以不改
- 其他配置保存不变
运行Jmeter，然后在influxdb中检验是否已经能够接收到数据
搭建grafana
上面我们已经搭建好了influxdb，并且将jmeter产生的数据存在了influxdb的数据库里。这时候就需要一个工具将influxdb的数据读取出来并展示。grafana就是用来展示数据的
这里我们也是使用docker部署
1.下载镜像
docker pull grafana/grafana
2.启动镜像
docker run -d -p 3000:3000 --name=jmeterGrafana grafana/grafana
3.访问Grafana的控制台，验证是否正常运行
默认用户名/密码： admin/admin，登录之后跳过修改密码
直接跳过修改密码就可以了
我们已经登录成功了，这时候我们就要配置我们的grafana了，步骤如下
单击 Save & Test 按钮，确认返回消息提示正确确认信息
如果测试通过的话，我们点击左边的+，选择jmeter，导入 Jmeter Dashboard
{
"__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": [
{
"$$hashKey": "object:4298",
"builtIn": 1,
"datasource": "$data_source",
"enable": true,
"hide": false,
"iconColor": "rgba(0, 211, 255, 1)",
"limit": 100,
"name": "Start/stop marker",
"query": "select text from events where $timeFilter",
"showIn": 0,
"textColumn": "",
"type": "dashboard"
}
]
},
"description": "Monitor your Apache JMeter load test in real time with InfluxDB and Grafana.\r\nGet overall summary, errors details and particular transaction response times.",
"editable": true,
"gnetId": 5496,
"graphTooltip": 0,
"id": 5,
"iteration": 1523369228272,
"links": [],
"panels": [
{
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 0
},
"id": 33,
"panels": [],
"repeat": null,
"title": "Summary",
"type": "row"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#299c46",
"#e5ac0e",
"#d44a3a"
],
"datasource": "$data_source",
"decimals": 0,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 7,
"w": 4,
"x": 0,
"y": 1
},
"height": "",
"id": 26,
"interval": "[[send_interval]]s",
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": " Requests",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "#e5ac0e",
"show": false
},
"tableColumn": "",
"targets": [
{
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT sum(\"count\") FROM \"$measurement_name\" WHERE (\"application\" =~ /^$application$/ AND \"transaction\" = 'all') AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"value"
],
"type": "field"
},
{
"params": [],
"type": "mean"
}
]
],
"tags": []
}
],
"thresholds": "",
"title": "Total Requests",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "0",
"value": "null"
}
],
"valueName": "total"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#299c46",
"#e24d42",
"#d44a3a"
],
"datasource": "$data_source",
"decimals": 0,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 7,
"w": 4,
"x": 4,
"y": 1
},
"height": "",
"id": 28,
"interval": "[[send_interval]]s",
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": " Failed",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "#bf1b00",
"show": false
},
"tableColumn": "",
"targets": [
{
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT sum(\"countError\") FROM \"$measurement_name\" WHERE (\"transaction\" = 'all' AND \"application\" =~ /^$application$/) AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"value"
],
"type": "field"
},
{
"params": [],
"type": "mean"
}
]
],
"tags": []
}
],
"thresholds": "",
"title": "Failed Requests",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "0",
"value": "null"
}
],
"valueName": "total"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#299c46",
"#e24d42",
"#d44a3a"
],
"datasource": "$data_source",
"decimals": 0,
"format": "bytes",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 7,
"w": 4,
"x": 8,
"y": 1
},
"height": "",
"id": 38,
"interval": "[[send_interval]]s",
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": " ",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "#bf1b00",
"show": false
},
"tableColumn": "",
"targets": [
{
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT sum(\"rb\") FROM \"$measurement_name\" WHERE (\"transaction\" = 'all' AND \"application\" =~ /^$application$/) AND $timeFilter ",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"value"
],
"type": "field"
},
{
"params": [],
"type": "mean"
}
]
],
"tags": []
}
],
"thresholds": "",
"title": "Received Bytes",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "0",
"value": "null"
}
],
"valueName": "total"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#299c46",
"#e24d42",
"#d44a3a"
],
"datasource": "$data_source",
"decimals": 0,
"format": "bytes",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 7,
"w": 4,
"x": 12,
"y": 1
},
"height": "",
"id": 37,
"interval": "[[send_interval]]s",
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": " ",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "#bf1b00",
"show": false
},
"tableColumn": "",
"targets": [
{
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT max(\"sb\") FROM \"$measurement_name\" WHERE (\"transaction\" = 'all' AND \"application\" =~ /^$application$/) AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"value"
],
"type": "field"
},
{
"params": [],
"type": "mean"
}
]
],
"tags": []
}
],
"thresholds": "",
"title": "Sent Bytes",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "0",
"value": "null"
}
],
"valueName": "total"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#299c46",
"#ef843c",
"#e24d42"
],
"datasource": "$data_source",
"decimals": 2,
"format": "percentunit",
"gauge": {
"maxValue": 1,
"minValue": 0,
"show": true,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 7,
"w": 8,
"x": 16,
"y": 1
},
"id": 29,
"interval": "[[send_interval]]s",
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "",
"targets": [
{
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT sum(\"error\") / sum(\"all\") FROM (SELECT sum(\"count\") AS \"all\" FROM \"$measurement_name\" WHERE \"transaction\" = 'all' AND \"application\" =~ /^$application$/ AND $timeFilter GROUP BY time($__interval) fill(null)), (SELECT sum(\"countError\") AS \"error\" FROM \"$measurement_name\" WHERE \"transaction\" = 'all' AND \"application\" =~ /^$application$/ AND $timeFilter GROUP BY time($__interval) fill(null))",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"value"
],
"type": "field"
},
{
"params": [],
"type": "mean"
}
]
],
"tags": []
}
],
"thresholds": "0,0.01",
"title": "Error Rate %",
"type": "singlestat",
"valueFontSize": "50%",
"valueMaps": [
{
"op": "=",
"text": "0",
"value": "null"
}
],
"valueName": "total"
},
{
"aliasColors": {
"No of Errors": "#6ED0E0",
"Req / s": "#6ed0e0",
"Req / sec": "#65c5db"
},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "$data_source",
"decimals": 2,
"editable": true,
"error": false,
"fill": 7,
"gridPos": {
"h": 7,
"w": 8,
"x": 0,
"y": 8
},
"id": 4,
"interval": "[[send_interval]]s",
"legend": {
"alignAsTable": true,
"avg": true,
"current": false,
"max": true,
"min": true,
"rightSide": false,
"show": true,
"sort": null,
"sortDesc": null,
"total": false,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 1,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"alias": "Req / s",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
}
],
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT mean(\"count\") / $send_interval FROM \"$measurement_name\" WHERE (\"transaction\" = 'all' AND \"application\" =~ /^$application$/) AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "B",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"count"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=",
"value": "all"
},
{
"condition": "AND",
"key": "application",
"operator": "=~",
"value": "/^$application$/"
}
]
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Total Throughput",
"tooltip": {
"msResolution": false,
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
},
{
"aliasColors": {
"No of Errors": "#BF1B00",
"Num of Errors": "#bf1b00"
},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "$data_source",
"decimals": 0,
"editable": true,
"error": false,
"fill": 7,
"gridPos": {
"h": 7,
"w": 8,
"x": 8,
"y": 8
},
"id": 2,
"interval": "[[send_interval]]s",
"legend": {
"alignAsTable": true,
"avg": false,
"current": false,
"max": false,
"min": false,
"rightSide": false,
"show": true,
"total": true,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 1,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"alias": "Num of Errors",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT sum(\"countError\") FROM \"$measurement_name\" WHERE (\"transaction\" = 'all' AND \"application\" =~ /^$application$/) AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "B",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"countError"
],
"type": "field"
},
{
"params": [],
"type": "sum"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=",
"value": "all"
},
{
"condition": "AND",
"key": "application",
"operator": "=~",
"value": "/^$application$/"
}
]
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Total Errors",
"tooltip": {
"msResolution": false,
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"decimals": 0,
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
},
{
"aliasColors": {
"Threads": "#614d93",
"threads": "#614d93"
},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "$data_source",
"decimals": 0,
"fill": 7,
"gridPos": {
"h": 7,
"w": 8,
"x": 16,
"y": 8
},
"id": 31,
"interval": "[[send_interval]]s",
"legend": {
"alignAsTable": true,
"avg": false,
"current": true,
"max": false,
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"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
},
{
"aliasColors": {
"Num of Errors": "#bf1b00",
"num of errors": "#bf1b00"
},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "$data_source",
"decimals": 0,
"fill": 7,
"gridPos": {
"h": 7,
"w": 12,
"x": 12,
"y": 38
},
"id": 32,
"interval": "[[send_interval]]s",
"legend": {
"alignAsTable": true,
"avg": false,
"current": false,
"max": false,
"min": false,
"rightSide": false,
"show": true,
"total": true,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 1,
"points": true,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"alias": "Num of Errors",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$__interval"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT sum(\"count\") FROM \"$measurement_name\" WHERE \"application\" =~ /^$application$/ AND \"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ko' AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"value"
],
"type": "field"
},
{
"params": [],
"type": "mean"
}
]
],
"tags": []
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Errors",
"tooltip": {
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": 1,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"decimals": 0,
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
}
]
},
{
"aliasColors": {
"90th Percentage": "#f2c96d",
"95th Percentage": "#EF843C",
"99th Percentage": "#bf1b00",
"Average": "#7eb26d",
"Max": "#584477",
"Median": "#6ed0e0",
"median": "#6ed0e0"
},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "$data_source",
"decimals": 2,
"editable": true,
"error": false,
"fill": 1,
"gridPos": {
"h": 7,
"w": 24,
"x": 0,
"y": 45
},
"height": "",
"id": 5,
"interval": "[[send_interval]]s",
"legend": {
"alignAsTable": true,
"avg": true,
"current": false,
"hideEmpty": true,
"max": true,
"min": false,
"rightSide": true,
"show": true,
"sortDesc": true,
"total": false,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 1,
"points": false,
"renderer": "flot",
"seriesOverrides": [
{
"alias": "Average",
"yaxis": 1
}
],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"alias": "Average",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT last(\"avg\") FROM \"$measurement_name\" WHERE (\"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ok') AND $timeFilter GROUP BY time($__interval)",
"rawQuery": true,
"refId": "A",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"avg"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=~",
"value": "/^$request$/"
},
{
"condition": "AND",
"key": "statut",
"operator": "=",
"value": "ok"
}
]
},
{
"alias": "Median",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"hide": false,
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT last(\"pct50.0\") FROM \"$measurement_name\" WHERE (\"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ok') AND $timeFilter GROUP BY time($__interval)",
"rawQuery": true,
"refId": "F",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"pct50.0"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=~",
"value": "/^$request$/"
},
{
"condition": "AND",
"key": "statut",
"operator": "=",
"value": "all"
}
]
},
{
"alias": "90th Percentile",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT last(\"pct90.0\") FROM \"$measurement_name\" WHERE (\"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ok') AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "B",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"pct90.0"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=~",
"value": "/^$request$/"
},
{
"condition": "AND",
"key": "statut",
"operator": "=",
"value": "all"
}
]
},
{
"alias": "95th Percentile",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"hide": false,
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT last(\"pct95.0\") FROM \"$measurement_name\" WHERE (\"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ok') AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "C",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"pct95.0"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=~",
"value": "/^$request$/"
}
]
},
{
"alias": "99th Percentile",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"hide": false,
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT last(\"pct99.0\") FROM \"$measurement_name\" WHERE (\"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ok') AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "D",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"pct99.0"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=~",
"value": "/^$request$/"
}
]
},
{
"alias": "Max",
"dsType": "influxdb",
"groupBy": [
{
"params": [
"$aggregation"
],
"type": "time"
},
{
"params": [
"null"
],
"type": "fill"
}
],
"measurement": "jmeter",
"orderByTime": "ASC",
"policy": "default",
"query": "SELECT last(\"max\") FROM \"$measurement_name\" WHERE (\"transaction\" =~ /^$transaction$/ AND \"statut\" = 'ok') AND $timeFilter GROUP BY time($__interval) fill(null)",
"rawQuery": true,
"refId": "E",
"resultFormat": "time_series",
"select": [
[
{
"params": [
"max"
],
"type": "field"
},
{
"params": [],
"type": "last"
}
]
],
"tags": [
{
"key": "transaction",
"operator": "=~",
"value": "/^$request$/"
},
{
"condition": "AND",
"key": "statut",
"operator": "=",
"value": "ok"
}
]
}
],
"thresholds": [
{
"colorMode": "ok",
"fill": true,
"line": true,
"op": "lt",
"value": 500
},
{
"colorMode": "warning",
"fill": false,
"line": true,
"op": "gt",
"value": 1500
},
{
"colorMode": "critical",
"fill": true,
"line": true,
"op": "gt",
"value": 5000
}
],
"timeFrom": null,
"timeShift": null,
"title": "Response Times - $transaction",
"tooltip": {
"msResolution": false,
"shared": true,
"sort": 0,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "ms",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
}
],
"refresh": false,
"schemaVersion": 16,
"style": "dark",
"tags": [
"load_test"
],
"templating": {
"list": [
{
"current": {
"text": "jmeter_influx",
"value": "jmeter_influx"
},
"hide": 0,
"label": "",
"name": "data_source",
"options": [],
"query": "influxdb",
"refresh": 1,
"regex": "",
"type": "datasource"
},
{
"allValue": null,
"current": {
"text": "JMeter_demo",
"value": "JMeter_demo"
},
"datasource": "$data_source",
"hide": 0,
"includeAll": false,
"label": "",
"multi": false,
"name": "application",
"options": [],
"query": "SHOW TAG VALUES FROM \"jmeter\" WITH KEY = \"application\"",
"refresh": 1,
"regex": "",
"sort": 0,
"tagValuesQuery": null,
"tags": [],
"tagsQuery": null,
"type": "query",
"useTags": false
},
{
"allValue": null,
"current": {
"text": "JR_OK",
"value": "JR_OK"
},
"datasource": "$data_source",
"hide": 0,
"includeAll": false,
"label": "",
"multi": false,
"name": "transaction",
"options": [],
"query": "SHOW TAG VALUES FROM \"jmeter\" WITH KEY = \"transaction\" WHERE \"application\" =~ /^$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
}
json文件，也可以去网上找
点击load后进入如下页面
点击import进入如下界面
更多Grafana Dashboard 可以参考官⽹：https://grafana.com/grafana/dashboards?dataSource=influxdb
InfluxDB+Grafana+Jmeter实战
前面我们已经将influxdb和Grafana搭建好了，现在我们使用jmeter施压，看Grafana上有没有数据产生。
当我们启动jmeter压测的时候，很明显可以看到grafana上的数据在发生变化，这样我们就可以根据grafana产生的报告来进行性能分析了