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Alibaba Cloud Service Mesh:Use ConcurrencyLimitingPolicy to implement request concurrency limiting

Last Updated:Nov 22, 2024

You can use the ConcurrencyLimitingPolicy feature of the ASM traffic scheduling suite to limit the number of concurrent requests sent to a service (that is, the number of requests being processed) to prevent service overload. The policy records the number of requests being processed and rejects new requests if the number exceeds a specified threshold. This topic describes how to use ConcurrencyLimitingPolicy to limit the number of concurrent requests.

Prerequisites

Step 1: Create a concurrency limiting policy by using ConcurrencyLimitingPolicy fields

  1. Use kubectl to connect to the ASM instance. For more information, see Use kubectl on the control plane to access Istio resources.

  2. Create a ConcurrencyLimitPolicy.yaml file that contains the following content:

    apiVersion: istio.alibabacloud.com/v1
    kind: ConcurrencyLimitingPolicy
    metadata:
      name: concurrencylimit
      namespace: istio-system
    spec:
      concurrency_limiter:
        max_concurrency: 1
        parameters:
          max_inflight_duration: 60s
        selectors:
        - service: httpbin.default.svc.cluster.local

    The following table describes some of the fields. For more information, see Description of ConcurrencyLimitingPolicy fields.

    Field

    Description

    max_concurrency

    The maximum number of concurrent requests. In the example, this field is set to 1, which indicates that the service is allowed to process only one request at a time.

    max_inflight_duration

    The timeout period for request processing. Due to unexpected events such as the restart of pods in the cluster, the ASM traffic scheduling suite may fail to record the request termination event. To prevent such requests from affecting the judgment of the concurrency limiting algorithm, you need to specify the timeout period for request processing. If requests have not been responded to before this timeout period, the system considers that such requests have been processed. You can set this field by evaluating the expected maximum response time of a request. In this example, this field is set to 60s.

    selectors

    The services to which the concurrency limiting policy is applied. In the example, the service httpbin.default.svc.cluster.local is used, which indicates that the concurrency limiting policy is applied to the httpbin.default.svc.cluster.local service.

  3. Run the following command to enable the concurrency limiting policy:

    kubectl apply -f ConcurrencyLimitingPolicy.yaml 

    Expected output:

    concurrencylimitingpolicy.istio.alibabacloud.com/concurrencylimit created

Step 2: Verify that the concurrency limiting policy takes effect

  1. Run the following command to open the shell command line for the sleep service:

    kubectl exec -it deploy/sleep -- sh
  2. Run the following commands to send a request from the backend that needs to take 30 seconds to complete, and then send a second request within 30 seconds.

    curl httpbin:8000/delay/30 -I &
    curl httpbin:8000 -I

    Expected output:

    HTTP/1.1 429 Too Many Requests
    date: Fri, 26 Jul 2024 13:50:55 GMT
    server: envoy
    x-envoy-upstream-service-time: 1
    transfer-encoding: chunked
    
    ~ $ HTTP/1.1 200 OK
    server: envoy
    date: Fri, 26 Jul 2024 13:51:05 GMT
    content-type: application/json
    content-length: 269
    access-control-allow-origin: *
    access-control-allow-credentials: true
    x-envoy-upstream-service-time: 10006
    
    [1]+  Done                       curl httpbin:8000/delay/30 -I

    The output indicates that a response with an HTTP 429 status code is returned for the second request. This proves that the concurrency limiting policy takes effect.

References

You can identify whether ConcurrencyLimitingPolicy takes effect on Grafana. You need to ensure that the Prometheus instance for Grafana has been configured with ASM traffic scheduling suite.

You can import the following content into Grafana to create a dashboard for ConcurrencyLimitingPolicy.

Click to view details

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          "uid": "-- Grafana --"
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          "intervalFactor": 1,
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          "instant": false,
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        "orientation": "horizontal",
        "reduceOptions": {
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          "fields": "",
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        },
        "textMode": "auto"
      },
      "pluginVersion": "10.0.9",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${datasource}"
          },
          "editorMode": "code",
          "expr": "sum by (policy_name)(increase(concurrency_limiter_counter_total{component_id=\"root.0\", decision_type=\"DECISION_TYPE_REJECTED\"}[$__range]))",
          "instant": false,
          "intervalFactor": 1,
          "legendFormat": "{{ instance }} - {{ policy_name }}",
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Total Rejected Requests",
      "type": "stat"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${datasource}"
      },
      "description": "",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "Decisions",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "reqps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 10,
        "w": 24,
        "x": 0,
        "y": 20
      },
      "id": 5,
      "interval": "10s",
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "pluginVersion": "v10.1.0",
      "targets": [
        {
          "datasource": {
            "type": "prometheus",
            "uid": "${datasource}"
          },
          "editorMode": "code",
          "expr": "sum by(decision_type, policy_name) (rate(concurrency_limiter_counter_total{component_id=\"root.0\"}[$__rate_interval]))",
          "intervalFactor": 1,
          "range": true,
          "refId": "A"
        }
      ],
      "title": "Concurrency Limiter Decision Overview",
      "type": "timeseries"
    }
  ],
  "refresh": "",
  "schemaVersion": 38,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "hide": 0,
        "includeAll": false,
        "label": "Data Source",
        "multi": false,
        "name": "datasource",
        "options": [],
        "query": "prometheus",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "type": "datasource"
      }
    ]
  },
  "time": {
    "from": "now-5m",
    "to": "now"
  },
  "timepicker": {},
  "timezone": "browser",
  "title": "Policy Summary - concurrencylimit",
  "version": 1,
  "weekStart": ""
}

The dashboard is as follows.

image