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Alibaba Cloud Service Mesh:為熔斷降級和限流防護配置Grafana大盤和警示規則

更新時間:Mar 29, 2025

Service Mesh (ASM)支援無侵入式熔斷、限流及流量監控。本文介紹熔斷和限流常用的大盤配置及警示規則。

熔斷降級

流量熔斷是一種過載保護機制,主要用於防止系統因為短時間內過大的流量而崩潰。在雲原生服務之間存在東西向調用流量的情況下,如果某個服務發生故障(例如:響應過慢或者失敗率升高),可能會導致該服務所在調用鏈路上的一系列服務也發生連鎖崩潰。

通過為服務間的東西向調用流量配置熔斷規則,可以實現當請求失敗率或響應逾時次數達到閾值時,主動“切斷”來自上遊服務的請求。在保護上遊服務的同時,也有效防止故障在整個調用鏈路中擴散,造成整個系統雪崩。

配置熔斷規則後,每個網格代理將基於其代理的請求分別計算請求失敗率或響應逾時次數。因此,對於同一個發生故障的上遊服務、用戶端網格代理髮生熔斷的時機可能略有不同。

大盤樣本

image

對應每個面板說明如下:

面板(Panels)

說明

Requests

請求總體情況,包含以下指標:

  • 請求總數(total_requests),具體數值對應Requests Total面板。

  • 觸發熔斷的請求數(throttled_requests),具體數值對應Requests Throttled面板。

  • 請求成功的總數(ok_requests),具體數值對應Requests OK面板。

Requests OK Percent

請求成功的總數佔總請求數的比例。

Requests Throttled Percent

觸發熔斷的請求佔總請求數的比例。

您可以將以下JSON匯入到Grafana大盤,為叢集建立熔斷大盤。您也可以修改或根據以下JSON內容自訂建立大盤。

展開查看JSON內容

{
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": {
          "type": "grafana",
          "uid": "-- Grafana --"
        },
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": 168,
  "links": [],
  "liveNow": false,
  "panels": [
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "stacking": {
              "group": "A",
              "mode": "none"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": [
          {
            "matcher": {
              "id": "byName",
              "options": "total_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "blue",
                  "mode": "fixed"
                }
              }
            ]
          },
          {
            "matcher": {
              "id": "byName",
              "options": "unlimited_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "dark-green",
                  "mode": "fixed"
                }
              }
            ]
          },
          {
            "matcher": {
              "id": "byName",
              "options": "limited_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "dark-red",
                  "mode": "fixed"
                }
              }
            ]
          }
        ]
      },
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "id": 1,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none",
          "targets": []
        }
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
          "expr": "sum(rate(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[60s])) * 30",
          "format": "time_series",
          "instant": false,
          "legendFormat": "total_requests",
          "range": true,
          "refId": "A"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
          "expr": "sum(rate(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[60s])) * 30 - sum(rate(envoy_asm_circuit_breaker_total_broken_requests{namespace=~\"$namespace\",pod_name=~\"$pod\",cluster=~\".*$service.*\"}[60s])) * 30",
          "format": "time_series",
          "hide": false,
          "instant": false,
          "legendFormat": "ok_requests",
          "range": true,
          "refId": "B"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(rate(envoy_asm_circuit_breaker_total_broken_requests{namespace=~\"$namespace\",pod_name=~\"$pod\",cluster=~\".*$service.*\"}[60s])) * 30",
          "hide": false,
          "instant": false,
          "legendFormat": "throttled_requests",
          "range": true,
          "refId": "C"
        }
      ],
      "title": "Requests",
      "transparent": true,
      "type": "aliyun-timeseries-panel"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 4,
        "x": 0,
        "y": 8
      },
      "id": 2,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[$__range]))",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests Total",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 4,
        "x": 4,
        "y": 8
      },
      "id": 5,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[$__range])) - sum(increase(envoy_asm_circuit_breaker_total_broken_requests{namespace=~\"$namespace\",pod_name=~\"$pod\",cluster=~\".*$service.*\"}[$__range]))",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests OK",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 4,
        "x": 8,
        "y": 8
      },
      "id": 4,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_asm_circuit_breaker_total_broken_requests{namespace=~\"$namespace\",pod_name=~\"$pod\",cluster=~\".*$service.*\"}[$__range]))",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests Throttled",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "custom": {
            "neutral": -1
          },
          "mappings": [],
          "max": 100,
          "min": 0,
          "thresholds": {
            "mode": "percentage",
            "steps": [
              {
                "color": "red",
                "value": null
              },
              {
                "color": "green",
                "value": 90
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 6,
        "x": 0,
        "y": 16
      },
      "id": 6,
      "options": {
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "(sum(increase(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[$__range])) - sum(increase(envoy_asm_circuit_breaker_total_broken_requests{namespace=~\"$namespace\",pod_name=~\"$pod\",cluster=~\".*$service.*\"}[$__range]))) / sum(increase(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[$__range])) * 100",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests OK Percent",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "custom": {
            "neutral": -1
          },
          "mappings": [],
          "max": 100,
          "min": 0,
          "thresholds": {
            "mode": "percentage",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 10
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 6,
        "x": 6,
        "y": 16
      },
      "id": 7,
      "options": {
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_asm_circuit_breaker_total_broken_requests{namespace=~\"$namespace\",pod_name=~\"$pod\",cluster=~\".*$service.*\"}[$__range])) / sum(increase(istio_requests_total{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[$__range])) * 100",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests Throttled Percent",
      "type": "gauge"
    }
  ],
  "refresh": false,
  "schemaVersion": 38,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "current": {
          "selected": false,
          "text": "datesource",
          "value": "datesource"
        },
        "hide": 0,
        "includeAll": false,
        "label": "datasource",
        "multi": false,
        "name": "DS_PROMETHEUS",
        "options": [],
        "query": "prometheus",
        "queryValue": "datesource",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "type": "datasource"
      },
      {
        "allValue": ".*",
        "current": {
          "selected": false,
          "text": "All",
          "value": "$__all"
        },
        "datasource": {
          "type": "prometheus",
          "uid": "ykIxRIhNk"
        },
        "definition": "query_result(sum(envoy_asm_circuit_breaker_total_broken_requests) by (namespace))",
        "hide": 0,
        "includeAll": true,
        "label": "namespace",
        "multi": false,
        "name": "namespace",
        "options": [],
        "query": {
          "query": "query_result(sum(envoy_asm_circuit_breaker_total_broken_requests) by (namespace))",
          "refId": "PrometheusVariableQueryEditor-VariableQuery"
        },
        "refresh": 1,
        "regex": "/.*namespace=\"(.*)\".*/",
        "skipUrlSync": false,
        "sort": 0,
        "type": "query"
      },
      {
        "allValue": ".*",
        "current": {
          "selected": false,
          "text": "All",
          "value": "$__all"
        },
        "datasource": {
          "type": "prometheus",
          "uid": "ykIxRIhNk"
        },
        "definition": "query_result(sum(envoy_asm_circuit_breaker_total_broken_requests) by (pod_name))",
        "description": "",
        "hide": 0,
        "includeAll": true,
        "label": "pod",
        "multi": false,
        "name": "pod",
        "options": [],
        "query": {
          "query": "query_result(sum(envoy_asm_circuit_breaker_total_broken_requests) by (pod_name))",
          "refId": "PrometheusVariableQueryEditor-VariableQuery"
        },
        "refresh": 1,
        "regex": "/.*pod_name=\"(.*)\".*/",
        "skipUrlSync": false,
        "sort": 0,
        "type": "query"
      },
      {
        "allValue": ".*",
        "current": {
          "selected": false,
          "text": "All",
          "value": "$__all"
        },
        "datasource": {
          "type": "prometheus",
          "uid": "ykIxRIhNk"
        },
        "definition": "query_result(sum(envoy_asm_circuit_breaker_total_broken_requests) by (cluster))",
        "hide": 0,
        "includeAll": true,
        "multi": false,
        "name": "service",
        "options": [],
        "query": {
          "query": "query_result(sum(envoy_asm_circuit_breaker_total_broken_requests) by (cluster))",
          "refId": "PrometheusVariableQueryEditor-VariableQuery"
        },
        "refresh": 1,
        "regex": "/.*_.*_.*_(.*)\".*/",
        "skipUrlSync": false,
        "sort": 0,
        "type": "query"
      }
    ]
  },
  "time": {
    "from": "2025-03-19T07:40:00.388Z",
    "to": "2025-03-19T07:43:09.493Z"
  },
  "timepicker": {},
  "timezone": "browser",
  "title": "Circuit Breaker",
  "uid": "5d5bcd97-33a9-499f-94f6-aea7081b9777",
  "version": 5,
  "weekStart": ""
}

警示規則樣本

警示配置

樣本

說明

自訂PromQL語句

(sum by(cluster, namespace) (increase(envoy_asm_circuit_breaker_total_broken_requests[1m]))) > 10

查詢最近1分鐘之內熔斷的請求數量,並根據觸發熔斷的服務所在命名空間以及服務名稱進行分組。當1分鐘內被熔斷的請求數量大於10時觸發警示。

警示內容

發生服務級熔斷!命名空間:{{$labels.namespace}},發生熔斷的目標服務:{{$labels.cluster}}。當前1分鐘內熔斷的請求數量:{{ $value }}

展示了觸發熔斷的服務所在命名空間以及服務名稱,以及最近1分鐘內發往該服務被熔斷的請求數量的警示資訊格式。

全域限流防護

在Envoy代理中,全域限流是一種用於控制整個服務網格中請求速率的機制。它基於Envoy的限流服務(Rate Limit Service)實現。該服務可以集中處理來自整個服務網格中的流量,並根據預先定義的規則和配額來限制請求的速率。

全域限流可以與本地限流結合使用,以提供不同層面的限流功能。

大盤樣本

image

對應每個面板說明如下:

面板(Panels)

說明

Requests

請求總體情況,包含以下指標:

  • 請求總數(total_requests),具體數值對應Requests Total面板。

  • 觸發限流的請求數(limited_requests),具體數值對應Requests Reached Limits面板。

  • 請求成功的總數(unlimited_requests),具體數值對應Requests OK面板。

Requests OK Percent

請求成功的總數佔總請求數的比例。

Requests Reached Limits Percent

觸發限流的請求佔總請求數的比例。

您可以將以下JSON匯入到Grafana大盤,為叢集建立全域限流大盤。您也可以修改或根據以下JSON內容自訂建立大盤。

展開查看JSON內容

{
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": {
          "type": "grafana",
          "uid": "-- Grafana --"
        },
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": 166,
  "links": [],
  "liveNow": false,
  "panels": [
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "stacking": {
              "group": "A",
              "mode": "none"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": [
          {
            "matcher": {
              "id": "byName",
              "options": "total_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "blue",
                  "mode": "fixed"
                }
              }
            ]
          },
          {
            "matcher": {
              "id": "byName",
              "options": "unlimited_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "dark-green",
                  "mode": "fixed"
                }
              }
            ]
          },
          {
            "matcher": {
              "id": "byName",
              "options": "limited_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "dark-red",
                  "mode": "fixed"
                }
              }
            ]
          }
        ]
      },
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "id": 1,
      "options": {
        "legend": {
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          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
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          "sort": "none",
          "targets": []
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      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
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            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
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          "instant": false,
          "legendFormat": "total_requests",
          "range": true,
          "refId": "A"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
          "expr": "sum(rate(envoy_cluster_ratelimit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[60s])) * 30",
          "format": "time_series",
          "hide": false,
          "instant": false,
          "legendFormat": "unlimited_requests",
          "range": true,
          "refId": "B"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(rate(envoy_cluster_ratelimit_over_limit{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[60s])) * 30",
          "hide": false,
          "instant": false,
          "legendFormat": "limited_requests",
          "range": true,
          "refId": "C"
        }
      ],
      "title": "Requests",
      "transparent": true,
      "type": "aliyun-timeseries-panel"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
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                "value": null
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        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 4,
        "x": 0,
        "y": 8
      },
      "id": 2,
      "options": {
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        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
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          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_cluster_ratelimit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) + sum(increase(envoy_cluster_ratelimit_over_limit{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range]))",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests Total",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 4,
        "x": 4,
        "y": 8
      },
      "id": 5,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_cluster_ratelimit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range]))",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests OK",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 4,
        "x": 8,
        "y": 8
      },
      "id": 4,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_cluster_ratelimit_over_limit{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range]))",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests Reached Limits",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "custom": {
            "neutral": -1
          },
          "mappings": [],
          "max": 100,
          "min": 0,
          "thresholds": {
            "mode": "percentage",
            "steps": [
              {
                "color": "red",
                "value": null
              },
              {
                "color": "green",
                "value": 90
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 6,
        "x": 0,
        "y": 16
      },
      "id": 6,
      "options": {
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
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          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_cluster_ratelimit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) / (sum(increase(envoy_cluster_ratelimit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) + sum(increase(envoy_cluster_ratelimit_over_limit{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range]))) * 100",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests OK Percent",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "custom": {
            "neutral": -1
          },
          "mappings": [],
          "max": 100,
          "min": 0,
          "thresholds": {
            "mode": "percentage",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 10
              }
            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 6,
        "x": 6,
        "y": 16
      },
      "id": 7,
      "options": {
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_cluster_ratelimit_over_limit{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) / (sum(increase(envoy_cluster_ratelimit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) + sum(increase(envoy_cluster_ratelimit_over_limit{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range]))) * 100",
          "instant": false,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Requests Reached Limits Percent",
      "type": "gauge"
    }
  ],
  "refresh": "",
  "schemaVersion": 38,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "current": {
          "selected": false,
          "text": "datasource",
          "value": "datasource"
        },
        "hide": 0,
        "includeAll": false,
        "label": "datasource",
        "multi": false,
        "name": "DS_PROMETHEUS",
        "options": [],
        "query": "prometheus",
        "queryValue": "datasource",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "type": "datasource"
      },
      {
        "allValue": ".*",
        "current": {
          "selected": false,
          "text": "All",
          "value": "$__all"
        },
        "datasource": {
          "type": "prometheus",
          "uid": "ykIxRIhNk"
        },
        "definition": "query_result(sum(envoy_cluster_ratelimit_over_limit) by (namespace) or sum(envoy_cluster_ratelimit_ok) by (namespace))",
        "hide": 0,
        "includeAll": true,
        "label": "namespace",
        "multi": false,
        "name": "namespace",
        "options": [],
        "query": {
          "query": "query_result(sum(envoy_cluster_ratelimit_over_limit) by (namespace) or sum(envoy_cluster_ratelimit_ok) by (namespace))",
          "refId": "PrometheusVariableQueryEditor-VariableQuery"
        },
        "refresh": 1,
        "regex": "/.*namespace=\"(.*)\".*/",
        "skipUrlSync": false,
        "sort": 0,
        "type": "query"
      },
      {
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        },
        "datasource": {
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        },
        "definition": "query_result(sum(envoy_cluster_ratelimit_over_limit) by (pod_name) or sum(envoy_cluster_ratelimit_ok) by (pod_name))",
        "description": "",
        "hide": 0,
        "includeAll": true,
        "label": "pod",
        "multi": false,
        "name": "pod",
        "options": [],
        "query": {
          "query": "query_result(sum(envoy_cluster_ratelimit_over_limit) by (pod_name) or sum(envoy_cluster_ratelimit_ok) by (pod_name))",
          "refId": "PrometheusVariableQueryEditor-VariableQuery"
        },
        "refresh": 1,
        "regex": "/.*pod_name=\"(.*)\".*/",
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      },
      {
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          "text": "All",
          "value": "$__all"
        },
        "datasource": {
          "type": "prometheus",
          "uid": "ykIxRIhNk"
        },
        "definition": "query_result(sum(envoy_cluster_ratelimit_over_limit) by (service_istio_io_canonical_name) or sum(envoy_cluster_ratelimit_ok) by (service_istio_io_canonical_name))",
        "hide": 0,
        "includeAll": true,
        "label": "service",
        "multi": false,
        "name": "service",
        "options": [],
        "query": {
          "query": "query_result(sum(envoy_cluster_ratelimit_over_limit) by (service_istio_io_canonical_name) or sum(envoy_cluster_ratelimit_ok) by (service_istio_io_canonical_name))",
          "refId": "PrometheusVariableQueryEditor-VariableQuery"
        },
        "refresh": 1,
        "regex": "/.*service_istio_io_canonical_name=\"(.*)\".*/",
        "skipUrlSync": false,
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    ]
  },
  "time": {
    "from": "now-5m",
    "to": "now"
  },
  "timepicker": {},
  "timezone": "browser",
  "title": "Global Rate Limit",
  "uid": "d8f95bbc-efb6-41e7-8929-25551b22f3d2",
  "version": 25,
  "weekStart": ""
}

警示規則樣本

警示配置

樣本

說明

自訂PromQL語句

sum (increase(envoy_cluster_ratelimit_over_limit[1m])) by (namespace, service_istio_io_canonical_name) > 10

查詢最近1分鐘之內限流的請求數量,並根據觸發限流的服務所在命名空間以及服務名稱進行分組。當1分鐘內被限流的請求數量大於10時觸發警示。

警示內容

已觸發限流!命名空間:{{$labels.namespace}},發生限流的目標服務:{{$labels.service_istio_io_canonical_name}}。當前1分鐘內限流的請求數量:{{ $value }}

展示了觸發限流的服務所在命名空間以及服務名稱,以及最近1分鐘內發往該服務被限流的請求數量的警示資訊格式。

本地限流防護

Envoy代理使用令牌桶演算法實現本地限流。令牌桶演算法是一種限制發送到服務端的請求數量的方法,基於一定數量的令牌桶。儲存桶以恒定的速率不斷填充令牌,當向服務發送請求時,會從儲存桶中刪除一個令牌。如果儲存桶為空白,則請求將被拒絕。

本地限流可以與全域限流結合使用,以提供不同層面的限流功能。

大盤樣本

image

對應每個面板說明如下:

面板(Panels)

說明

Requests

請求總體情況,包含以下指標:

  • 請求總數(total_requests),具體數值對應Requests Total面板。

  • 觸發限流的請求數(limited_requests),具體數值對應Requests Reached Limits面板。

  • 請求成功的總數(unlimited_requests),具體數值對應Requests OK面板。

Requests OK Percent

請求成功的總數佔總請求數的比例。

Requests Reached Limits Percent

觸發限流的請求佔總請求數的比例。

您可以將以下JSON匯入到Grafana大盤,為叢集建立本地限流大盤。您也可以修改或根據以下JSON內容自訂建立大盤。

展開查看JSON內容

{
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": {
          "type": "grafana",
          "uid": "-- Grafana --"
        },
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": 167,
  "links": [],
  "liveNow": false,
  "panels": [
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "stacking": {
              "group": "A",
              "mode": "none"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          }
        },
        "overrides": [
          {
            "matcher": {
              "id": "byName",
              "options": "total_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "blue",
                  "mode": "fixed"
                }
              }
            ]
          },
          {
            "matcher": {
              "id": "byName",
              "options": "unlimited_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "dark-green",
                  "mode": "fixed"
                }
              }
            ]
          },
          {
            "matcher": {
              "id": "byName",
              "options": "limited_requests"
            },
            "properties": [
              {
                "id": "color",
                "value": {
                  "fixedColor": "dark-red",
                  "mode": "fixed"
                }
              }
            ]
          }
        ]
      },
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "id": 1,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none",
          "targets": []
        }
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
          "expr": "sum(rate(envoy_http_local_rate_limiter_http_local_rate_limit_enabled{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[60s])) * 30",
          "format": "time_series",
          "instant": false,
          "legendFormat": "total_requests",
          "range": true,
          "refId": "A"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "exemplar": false,
          "expr": "sum(rate(envoy_http_local_rate_limiter_http_local_rate_limit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[60s])) * 30",
          "format": "time_series",
          "hide": false,
          "instant": false,
          "legendFormat": "unlimited_requests",
          "range": true,
          "refId": "B"
        },
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(rate(envoy_http_local_rate_limiter_http_local_rate_limit_enforced{namespace=~\"$namespace\",pod_name=~\"$pod\",service_istio_io_canonical_name=~\"$service\"}[60s])) * 30",
          "hide": false,
          "instant": false,
          "legendFormat": "limited_requests",
          "range": true,
          "refId": "C"
        }
      ],
      "title": "Requests",
      "transparent": true,
      "type": "aliyun-timeseries-panel"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
        "defaults": {
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          },
          "mappings": [],
          "thresholds": {
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            "steps": [
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                "value": null
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            ]
          }
        },
        "overrides": []
      },
      "gridPos": {
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        "w": 4,
        "x": 0,
        "y": 8
      },
      "id": 2,
      "options": {
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        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
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          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
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      "targets": [
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      },
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        "justifyMode": "auto",
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        "textMode": "auto"
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      "pluginVersion": "10.0.9",
      "targets": [
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          "editorMode": "code",
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          "instant": false,
          "range": true,
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      ],
      "title": "Requests Reached Limits",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
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          "custom": {
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      "gridPos": {
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          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "10.0.9",
      "targets": [
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          "datasource": {
            "type": "prometheus",
            "uid": "${DS_PROMETHEUS}"
          },
          "editorMode": "code",
          "expr": "sum(increase(envoy_http_local_rate_limiter_http_local_rate_limit_ok{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) / sum(increase(envoy_http_local_rate_limiter_http_local_rate_limit_enabled{namespace=~\"$namespace\", pod_name=~\"$pod\", service_istio_io_canonical_name=~\"$service\"}[$__range])) * 100",
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          "range": true,
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      ],
      "title": "Requests OK Percent",
      "type": "gauge"
    },
    {
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        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"
      },
      "fieldConfig": {
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              }
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      },
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      },
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      ],
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      "type": "gauge"
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  "schemaVersion": 38,
  "style": "dark",
  "tags": [],
  "templating": {
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          "text": "datasource",
          "value": "datasource"
        },
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        },
        "datasource": {
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          "query": "query_result(sum(envoy_http_local_rate_limiter_http_local_rate_limit_enabled) by (namespace))",
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  "timepicker": {},
  "timezone": "browser",
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}

警示規則樣本

警示配置

樣本

說明

自訂PromQL語句

sum (increase(envoy_http_local_rate_limiter_http_local_rate_limit_enforced[1m])) by (namespace, service_istio_io_canonical_name) > 10

查詢最近1分鐘之內限流的請求數量,並根據觸發限流的服務所在命名空間以及服務名稱進行分組。當1分鐘內被限流的請求數量大於10時觸發警示。

警示內容

已觸發限流!命名空間:{{$labels.namespace}},發生限流的目標服務:{{$labels.service_istio_io_canonical_name}}。當前1分鐘內限流的請求數量:{{ $value }}

展示了觸發限流的服務所在命名空間以及服務名稱,以及最近1分鐘內發往該服務被限流的請求數量的警示資訊格式。

相關操作

匯入Grafana大盤

  1. 登入ARMS控制台

  2. 在左側導覽列,單擊接入管理

  3. 已接入環境頁簽中選擇容器環境,通過叢集名稱搜尋環境,然後單擊進入目標環境。單擊大盤目錄

    image

    image

  4. Dashboards頁簽右側,單擊Import按鈕。

    image

  5. 將JSON內容粘貼到Import via panel json地區,然後單擊Load按鈕。保持預設設定,單擊Import,即可完成大盤的匯入。

    說明

    您也可以通過上傳JSON檔案的方式匯入大盤。