Rate limit

  7 minute read  

Rate limit is a feature that allows the user to limit the number of incoming requests to a predefined value based on attributes within the traffic flow.

Here are some reasons why you may want to implements Rate limits

  • To prevent malicious activity such as DDoS attacks.
  • To prevent applications and its resources (such as a database) from getting overloaded.
  • To create API limits based on user entitlements.

Envoy Gateway supports Global rate limiting, where the rate limit is common across all the instances of Envoy proxies where its applied i.e. if the data plane has 2 replicas of Envoy running, and the rate limit is 10 requests/second, this limit is common and will be hit if 5 requests pass through the first replica and 5 requests pass through the second replica within the same second.

Envoy Gateway introduces a new CRD called RateLimitFilter that allows the user to describe their rate limit intent. This instantiated resource can be linked to a HTTPRoute resource using an ExtensionRef filter.

Prerequisites

Install Envoy Gateway

  • Follow the steps from the Quickstart Guide to install Envoy Gateway and the example manifest. Before proceeding, you should be able to query the example backend using HTTP.

Install Redis

  • The global rate limit feature is based on Envoy Ratelimit which requires a Redis instance as its caching layer. Lets install a Redis deployment in the redis-system namespce.
cat <<EOF | kubectl apply -f -
kind: Namespace
apiVersion: v1
metadata:
  name: redis-system 
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: redis
  namespace: redis-system
  labels:
    app: redis
spec:
  replicas: 1
  selector:
    matchLabels:
      app: redis
  template:
    metadata:
      labels:
        app: redis
    spec:
      containers:
      - image: redis:6.0.6
        imagePullPolicy: IfNotPresent
        name: redis
        resources:
          limits:
            cpu: 1500m
            memory: 512Mi
          requests:
            cpu: 200m
            memory: 256Mi
---
apiVersion: v1
kind: Service
metadata:
  name: redis
  namespace: redis-system 
  labels:
    app: redis
  annotations:
spec:
  ports:
  - name: redis
    port: 6379
    protocol: TCP
    targetPort: 6379
  selector:
    app: redis
---

EOF

Enable Global Rate limit in Envoy Gateway

  • The default installation of Envoy Gateway installs a default EnvoyGateway configuration and attaches it using a ConfigMap. In the next step, we will update this resource to enable rate limit in Envoy Gateway as well as configure the URL for the Redis instance used for Global rate limiting.
cat <<EOF | kubectl apply -f -
apiVersion: v1
kind: ConfigMap
metadata:
  name: envoy-gateway-config
  namespace: envoy-gateway-system
data:
  envoy-gateway.yaml: |
    apiVersion: config.gateway.envoyproxy.io/v1alpha1
    kind: EnvoyGateway
    provider:
      type: Kubernetes
    gateway:
      controllerName: gateway.envoyproxy.io/gatewayclass-controller
    rateLimit:
      backend:
        type: Redis
        redis:
          url: redis.redis-system.svc.cluster.local:6379
EOF
  • After updating the ConfigMap, you will need to restart the envoy-gateway deployment so the configuration kicks in
kubectl rollout restart deployment envoy-gateway -n envoy-gateway-system

Rate limit specific user

Here is an example of a rate limit implemented by the application developer to limit a specific user by matching on a custom x-user-id header with a value set to one.

cat <<EOF | kubectl apply -f -
apiVersion: gateway.envoyproxy.io/v1alpha1
kind: RateLimitFilter
metadata:
  name: ratelimit-specific-user
spec:
  type: Global
  global:
    rules:
    - clientSelectors:
      - headers:
        - name: x-user-id
          value: one
      limit:
        requests: 3
        unit: Hour
---
apiVersion: gateway.networking.k8s.io/v1beta1
kind: HTTPRoute
metadata:
  name: http-ratelimit
spec:
  parentRefs:
  - name: eg
  hostnames:
  - ratelimit.example 
  rules:
  - matches:
    - path:
        type: PathPrefix
        value: /
    filters:
    - type: ExtensionRef
      extensionRef:
        group: gateway.envoyproxy.io
        kind: RateLimitFilter
        name: ratelimit-specific-user
    backendRefs:
    - group: ""
      kind: Service
      name: backend
      port: 3000
EOF

The HTTPRoute status should indicate that it has been accepted and is bound to the example Gateway.

kubectl get httproute/http-ratelimit -o yaml

Get the Gateway’s address:

export GATEWAY_HOST=$(kubectl get gateway/eg -o jsonpath='{.status.addresses[0].value}')

Lets query ratelimit.example/get 4 times. We should receive a 200 response from the example Gateway for the first 3 requests and then receive a 429 status code for the 4th request since the limit is set at 3 requests/Hour for the request which contains the header x-user-id and value one.

for i in {1..4}; do curl -I --header "Host: ratelimit.example" --header "x-user-id: one" http://${GATEWAY_HOST}/get ; sleep 1; done

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:31 GMT
content-length: 460
x-envoy-upstream-service-time: 4
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:32 GMT
content-length: 460
x-envoy-upstream-service-time: 2
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:33 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 429 Too Many Requests
x-envoy-ratelimited: true
date: Wed, 08 Feb 2023 02:33:34 GMT
server: envoy
transfer-encoding: chunked

You should be able to send requests with the x-user-id header and a different value and receive successful responses from the server.

for i in {1..4}; do curl -I --header "Host: ratelimit.example" --header "x-user-id: two" http://${GATEWAY_HOST}/get ; sleep 1; done

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:34:36 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:34:37 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:34:38 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:34:39 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

Rate limit distinct users

Here is an example of a rate limit implemented by the application developer to limit distinct users who can be differentiated based on the value in the x-user-id header. Here, user one (recognised from the traffic flow using the header x-user-id and value one) will be rate limited at 3 requests/hour and so will user two (recognised from the traffic flow using the header x-user-id and value two).

cat <<EOF | kubectl apply -f -
apiVersion: gateway.envoyproxy.io/v1alpha1
kind: RateLimitFilter
metadata:
  name: ratelimit-distinct-users
spec:
  type: Global
  global:
    rules:
    - clientSelectors:
      - headers:
        - type: Distinct
          name: x-user-id
      limit:
        requests: 3
        unit: Hour
---
apiVersion: gateway.networking.k8s.io/v1beta1
kind: HTTPRoute
metadata:
  name: http-ratelimit
spec:
  parentRefs:
  - name: eg
  hostnames:
  - ratelimit.example 
  rules:
  - matches:
    - path:
        type: PathPrefix
        value: /
    filters:
    - type: ExtensionRef
      extensionRef:
        group: gateway.envoyproxy.io
        kind: RateLimitFilter
        name: ratelimit-distinct-users
    backendRefs:
    - group: ""
      kind: Service
      name: backend
      port: 3000
EOF

Lets run the same command again with the header x-user-id and value one set in the request. We should the first 3 requests succeeding and the 4th request being rate limited.

for i in {1..4}; do curl -I --header "Host: ratelimit.example" --header "x-user-id: one" http://${GATEWAY_HOST}/get ; sleep 1; done

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:31 GMT
content-length: 460
x-envoy-upstream-service-time: 4
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:32 GMT
content-length: 460
x-envoy-upstream-service-time: 2
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:33 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 429 Too Many Requests
x-envoy-ratelimited: true
date: Wed, 08 Feb 2023 02:33:34 GMT
server: envoy
transfer-encoding: chunked

You should see the same behavior when the value for header x-user-id is set to two and 4 requests are sent.

for i in {1..4}; do curl -I --header "Host: ratelimit.example" --header "x-user-id: two" http://${GATEWAY_HOST}/get ; sleep 1; done

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:31 GMT
content-length: 460
x-envoy-upstream-service-time: 4
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:32 GMT
content-length: 460
x-envoy-upstream-service-time: 2
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:33 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 429 Too Many Requests
x-envoy-ratelimited: true
date: Wed, 08 Feb 2023 02:33:34 GMT
server: envoy
transfer-encoding: chunked

Rate limit all requests

This example shows you how to rate limit all requests matching the HTTPRoute rule at 3 requests/Hour by leaving the clientSelectors field unset.

cat <<EOF | kubectl apply -f -
apiVersion: gateway.envoyproxy.io/v1alpha1
kind: RateLimitFilter
metadata:
  name: ratelimit-all-requests
spec:
  type: Global
  global:
    rules:
    - limit:
        requests: 3
        unit: Hour
---
apiVersion: gateway.networking.k8s.io/v1beta1
kind: HTTPRoute
metadata:
  name: http-ratelimit
spec:
  parentRefs:
  - name: eg
  hostnames:
  - ratelimit.example 
  rules:
  - matches:
    - path:
        type: PathPrefix
        value: /
    filters:
    - type: ExtensionRef
      extensionRef:
        group: gateway.envoyproxy.io
        kind: RateLimitFilter
        name: ratelimit-all-requests
    backendRefs:
    - group: ""
      kind: Service
      name: backend
      port: 3000
EOF

for i in {1..4}; do curl -I --header "Host: ratelimit.example" http://${GATEWAY_HOST}/get ; sleep 1; done

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:31 GMT
content-length: 460
x-envoy-upstream-service-time: 4
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:32 GMT
content-length: 460
x-envoy-upstream-service-time: 2
server: envoy

HTTP/1.1 200 OK
content-type: application/json
x-content-type-options: nosniff
date: Wed, 08 Feb 2023 02:33:33 GMT
content-length: 460
x-envoy-upstream-service-time: 0
server: envoy

HTTP/1.1 429 Too Many Requests
x-envoy-ratelimited: true
date: Wed, 08 Feb 2023 02:33:34 GMT
server: envoy
transfer-encoding: chunked

Last modified May 3, 2024: fix helm IfNotPresent (#3320) (1e4640a)