使用docker搭建Grafana+influx 实时监控Jmeter压测平台

已于 2022-05-28 16:17:41 修改
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分类专栏： Docker 文章标签： jmeter
于 2021-01-04 14:45:34 首次发布
鹿少年
本文链接：https://blog.youkuaiyun.com/huanglu0314/article/details/112171167

准备工作

  • jmeter  压测工具 产生压测数据
  • IfluxDB 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
  • Grafana 度量分析与可视化图标展示工具，可以支持不用种类的数据源，用于将存储于InfluxDB中的数据以图表的形式展示出来

influxdb拉取配置

在docker上拉取influxdb 和Grafana 镜像  ，需要注意influxdb2.0镜像目前不稳定，我们拉取1.0系列镜像。命令如下：

拉取镜像
docker pull influxdb:1.8.6
创建容器
docker run -d -p 8086:8086  -v /home/lulu/docker/influx/influxdb.conf:/etc/influxdb/influxdb.conf --name=influxdb  镜像Id

进行容器
docker exec -it  容器Id /bin/bash

创建数据库

root@292553b4e038:/# influx
Connected to http://localhost:8086 version 1.8.3
InfluxDB shell version: 1.8.3

show databases
create database jmeter
use jmeter
select * from jmeter

influxdb.conf 配置文件  修改的是granfana部分配置 说明下配置

[[graphite]]
  enabled = true
  bind-address = ":2003"  
  database = "jmeter" 你创建的数据库名称  
  retention-policy = ""
  protocol = "tcp"
  batch-size = 5000
  batch-pending = 10
  batch-timeout = "1s"
  consistency-level = "one"
  separator = "."
  udp-read-buffer = 0

 influx配置完成，下面就是配置jmeter，数据源

jmeter添加组件

 在jmeter 中添加backend Listener组件  用于收集数据并发送给 influxdb 
在Backend Listener implementation 中选择 influxdbBackendListenerClient(5.0版本以上有)
在infuxdbURL 中将实际的influxdb hostname填写进去

配置如下：

grafana拉取启动

安装grafana
下载镜像 docker pull grafana/grafana
启动镜像
docker run -d -p 3000:3000 --name=grafana  镜像Id

打开浏览器输入：http://你的ip地址:3000 打开网页，输入账号密码

默认用户名密码  admin admin 登录之后请跳过修改密码

之后你就可以配置你的数据源，以及控制面板

添加数据源：

导入控制面板：

官网搜索Dash模板 Dashboards | Grafana Labs

点击进去：拷贝id

引入id即可：

直接导入写好的DashBoard-json:文章后面有写好的influx控制面板json直接赋值拷贝，点击应用选择数据源即可

下面就可以jmeter压测了，在控制面板展示如下：

influxdb.conf全部配置内容：

[meta]
  dir = "/var/lib/influxdb/meta"
  retention-autocreate = true
  logging-enabled = true

[data]
  dir = "/var/lib/influxdb/data"
  index-version = "inmem"
  wal-dir = "/var/lib/influxdb/wal"
  wal-fsync-delay = "0s"
  validate-keys = false
  query-log-enabled = true
  cache-max-memory-size = 1073741824
  cache-snapshot-memory-size = 26214400
  cache-snapshot-write-cold-duration = "10m0s"
  compact-full-write-cold-duration = "4h0m0s"
  compact-throughput = 50331648
  compact-throughput-burst = 50331648
  max-series-per-database = 1000000
  max-values-per-tag = 100000
  max-concurrent-compactions = 0
  max-index-log-file-size = 1048576
  series-id-set-cache-size = 100
  series-file-max-concurrent-snapshot-compactions = 0
  trace-logging-enabled = false
  tsm-use-madv-willneed = false

[coordinator]
  write-timeout = "10s"
  max-concurrent-queries = 0
  query-timeout = "0s"
  log-queries-after = "0s"
  max-select-point = 0
  max-select-series = 0
  max-select-buckets = 0

[retention]
  enabled = true
  check-interval = "30m0s"

[shard-precreation]
  enabled = true
  check-interval = "10m0s"
  advance-period = "30m0s"

[monitor]
  store-enabled = true
  store-database = "_internal"
  store-interval = "10s"

[subscriber]
  enabled = true
  http-timeout = "30s"
  insecure-skip-verify = false
  ca-certs = ""
  write-concurrency = 40
  write-buffer-size = 1000

[http]
  enabled = true
  bind-address = ":8086"
  auth-enabled = false
  log-enabled = true
  suppress-write-log = false
  write-tracing = false
  flux-enabled = false
  flux-log-enabled = false
  pprof-enabled = true
  pprof-auth-enabled = false
  debug-pprof-enabled = false
  ping-auth-enabled = false
  prom-read-auth-enabled = false
  https-enabled = false
  https-certificate = "/etc/ssl/influxdb.pem"
  https-private-key = ""
  max-row-limit = 0
  max-connection-limit = 0
  shared-secret = ""
  realm = "InfluxDB"
  unix-socket-enabled = false
  unix-socket-permissions = "0777"
  bind-socket = "/var/run/influxdb.sock"
  max-body-size = 25000000
  access-log-path = ""
  max-concurrent-write-limit = 0
  max-enqueued-write-limit = 0
  enqueued-write-timeout = 30000000000

[logging]
  format = "auto"
  level = "info"
  suppress-logo = false

[[graphite]]
  enabled = true
  bind-address = ":2003"
  database = "jmeterinflux"
  retention-policy = ""
  protocol = "tcp"
  batch-size = 5000
  batch-pending = 10
  batch-timeout = "1s"
  consistency-level = "one"
  separator = "."
  udp-read-buffer = 0

[[collectd]]
  enabled = false
  bind-address = ":25826"
  database = "collectd"
  retention-policy = ""
  batch-size = 5000
  batch-pending = 10
  batch-timeout = "10s"
  read-buffer = 0
  typesdb = "/usr/share/collectd/types.db"
  security-level = "none"
  auth-file = "/etc/collectd/auth_file"
  parse-multivalue-plugin = "split"

[[opentsdb]]
  enabled = false
  bind-address = ":4242"
  database = "opentsdb"
  retention-policy = ""
  consistency-level = "one"
  tls-enabled = false
  certificate = "/etc/ssl/influxdb.pem"
  batch-size = 1000
  batch-pending = 5
  batch-timeout = "1s"
  log-point-errors = true

[[udp]]
  enabled = false
  bind-address = ":8089"
  database = "udp"
  retention-policy = ""
  batch-size = 5000
  batch-pending = 10
  read-buffer = 0
  batch-timeout = "1s"
  precision = ""

[continuous_queries]
  log-enabled = true
  enabled = true
  query-stats-enabled = false
  run-interval = "1s"

[tls]
  min-version = ""
  max-version = ""

influx格式的json面板：

{
  "__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,
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        "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
}

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将。
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针对希望快速上手使用的场景，推荐通过 Docker 来简化 Grafana 的环境准备过程。执行如下指令即可拉取最新镜像并将其作为独立的服务运行起来： ```bash docker run --name my_grafana -p 3000:3000 grafana/grafana...
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