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title | description | weight | keywords | aliases | |||
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Enabling Rate Limits | This task shows you how to use Istio to dynamically limit the traffic to a service. | 10 |
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This task shows you how to use Istio to dynamically limit the traffic to a service.
Before you begin
-
Setup Istio in a Kubernetes cluster by following the instructions in the Installation Guide.
-
Deploy the Bookinfo sample application.
The Bookinfo sample deploys 3 versions of the
reviews
service:- Version v1 doesn’t call the
ratings
service. - Version v2 calls the
ratings
service, and displays each rating as 1 to 5 black stars. - Version v3 calls the
ratings
service, and displays each rating as 1 to 5 red stars.
You need to set a default route to one of the versions. Otherwise, when you send requests to the
reviews
service, Istio routes requests to all available versions randomly, and sometimes the output contains star ratings and sometimes it doesn't. - Version v1 doesn’t call the
-
Set the default version for all services to v1.
{{< text bash >}} $ kubectl apply -f @samples/bookinfo/networking/virtual-service-all-v1.yaml@ {{< /text >}}
Rate limits
In this task, you configure Istio to rate limit traffic to productpage
based on the IP address
of the originating client. You will use X-Forwarded-For
request header as the client
IP address. You will also use a conditional rate limit that exempts logged in users.
For convenience, you configure the
memory quota
(memquota
) adapter to enable rate limiting. On a production system, however,
you need Redis, and you configure the Redis
quota
(redisquota
) adapter. Both the memquota
and redisquota
adapters support
the quota template,
so the configuration to enable rate limiting on both adapters is the same.
-
Rate limit configuration is split into 2 parts.
- Client Side
QuotaSpec
defines quota name and amount that the client should request.QuotaSpecBinding
conditionally associatesQuotaSpec
with one or more services.
- Mixer Side
quota instance
defines how quota is dimensioned by Mixer.memquota adapter
defines memquota adapter configuration.quota rule
defines when quota instance is dispatched to the memquota adapter.
Run the following command to enable rate limits using memquota:
{{< text bash >}} $ kubectl apply -f @samples/bookinfo/policy/mixer-rule-productpage-ratelimit.yaml@ {{< /text >}}
Or
Save the following yaml file as
redisquota.yaml
. Replace rate_limit_algorithm, redis_server_url with values for your configuration.{{< text yaml >}} apiVersion: "config.istio.io/v1alpha2" kind: redisquota metadata: name: handler namespace: istio-system spec: redisServerUrl: <redis_server_url> connectionPoolSize: 10 quotas:
- name: requestcount.quota.istio-system
maxAmount: 500
validDuration: 1s
bucketDuration: 500ms
rateLimitAlgorithm: <rate_limit_algorithm>
The first matching override is applied.
A requestcount instance is checked against override dimensions.
overrides:The following override applies to 'reviews' regardless
of the source.
- dimensions: destination: reviews maxAmount: 1
The following override applies to 'productpage' when
the source is a specific ip address.
- dimensions: destination: productpage source: "10.28.11.20" maxAmount: 500
The following override applies to 'productpage' regardless
of the source.
- dimensions: destination: productpage maxAmount: 2
apiVersion: "config.istio.io/v1alpha2" kind: quota metadata: name: requestcount namespace: istio-system spec: dimensions: source: request.headers["x-forwarded-for"] | "unknown" destination: destination.labels["app"] | destination.workload.name | "unknown" destinationVersion: destination.labels["version"] | "unknown"
apiVersion: config.istio.io/v1alpha2 kind: rule metadata: name: quota namespace: istio-system spec:
quota only applies if you are not logged in.
match: match(request.headers["cookie"], "user=*") == false
actions:
- handler: handler.redisquota
instances:
- requestcount.quota
apiVersion: config.istio.io/v1alpha2 kind: QuotaSpec metadata: name: request-count namespace: istio-system spec: rules:
- quotas:
- charge: 1 quota: requestcount
apiVersion: config.istio.io/v1alpha2 kind: QuotaSpecBinding metadata: name: request-count namespace: istio-system spec: quotaSpecs:
- name: request-count namespace: istio-system services:
- name: productpage
namespace: default
- service: '*' # Uncomment this to bind all services to request-count
{{< /text >}}
Run the following command to enable rate limits using redisquota:
{{< text bash >}} $ kubectl apply -f redisquota.yaml {{< /text >}}
- Client Side
-
Confirm the
memquota
handler was created:{{< text bash yaml >}} $ kubectl -n istio-system get memquota handler -o yaml apiVersion: config.istio.io/v1alpha2 kind: memquota metadata: name: handler namespace: istio-system spec: quotas:
- name: requestcount.quota.istio-system
maxAmount: 500
validDuration: 1s
overrides:
- dimensions: destination: reviews maxAmount: 1 validDuration: 5s
- dimensions: destination: productpage maxAmount: 2 validDuration: 5s {{< /text >}}
The
memquota
handler defines 3 different rate limit schemes. The default, if no overrides match, is500
requests per one second (1s
). Two overrides are also defined:- The first is
1
request (themaxAmount
field) every5s
(thevalidDuration
field), if thedestination
isreviews
. - The second is
2
requests every5s
, if thedestination
isproductpage
.
When a request is processed, the first matching override is picked (reading from top to bottom).
Or
Confirm the
redisquota
handler was created:{{< text bash yaml >}} $ kubectl -n istio-system get redisquota handler -o yaml apiVersion: config.istio.io/v1alpha2 kind: redisquota metadata: name: handler namespace: istio-system spec: connectionPoolSize: 10 quotas:
- name: requestcount.quota.istio-system
maxAmount: 500
validDuration: 1s
bucketDuration: 500ms
rateLimitAlgorithm: ROLLING_WINDOW
overrides:
- dimensions: destination: reviews maxAmount: 1
- dimensions: destination: productpage source: 10.28.11.20 maxAmount: 500
- dimensions: destination: productpage maxAmount: 2 {{< /text >}}
The
redisquota
handler defines 4 different rate limit schemes. The default, if no overrides match, is500
requests per one second (1s
). It is usingROLLING_WINDOW
algorithm for quota check and thus definebucketDuration
of 500ms forROLLING_WINDOW
algorithm. Three overrides are also defined:- The first is
1
request (themaxAmount
field), if thedestination
isreviews
. - The second is
500
, if the destination isproductpage
and source is10.28.11.20
- The third is
2
, if thedestination
isproductpage
.
When a request is processed, the first matching override is picked (reading from top to bottom).
- name: requestcount.quota.istio-system
maxAmount: 500
validDuration: 1s
overrides:
-
Confirm the
quota instance
was created:{{< text bash yaml >}} $ kubectl -n istio-system get quotas requestcount -o yaml apiVersion: config.istio.io/v1alpha2 kind: quota metadata: name: requestcount namespace: istio-system spec: dimensions: source: request.headers["x-forwarded-for"] | "unknown" destination: destination.labels["app"] | destination.service.host | "unknown" destinationVersion: destination.labels["version"] | "unknown" {{< /text >}}
The
quota
template defines three dimensions that are used bymemquota
orredisquota
to set overrides on requests that match certain attributes. Thedestination
will be set to the first non-empty value indestination.labels["app"]
,destination.service.host
, or"unknown"
. For more information on expressions, see Expression Language. -
Confirm the
quota rule
was created:{{< text bash yaml >}} $ kubectl -n istio-system get rules quota -o yaml apiVersion: config.istio.io/v1alpha2 kind: rule metadata: name: quota namespace: istio-system spec: actions:
- handler: handler.memquota
instances:
- requestcount.quota {{< /text >}}
The
rule
tells Mixer to invoke thehandler.memquota\handler.redisquota
handler (created above) and pass it the object constructed using the instancerequestcount.quota
(also created above). This maps the dimensions from thequota
template tomemquota
orredisquota
handler. - handler: handler.memquota
instances:
-
Confirm the
QuotaSpec
was created:{{< text bash yaml >}} $ kubectl -n istio-system get QuotaSpec request-count -o yaml apiVersion: config.istio.io/v1alpha2 kind: QuotaSpec metadata: name: request-count namespace: istio-system spec: rules:
- quotas:
- charge: "1" quota: requestcount {{< /text >}}
This
QuotaSpec
defines therequestcount quota
you created above with a charge of1
. - quotas:
-
Confirm the
QuotaSpecBinding
was created:{{< text bash yaml >}} $ kubectl -n istio-system get QuotaSpecBinding request-count -o yaml kind: QuotaSpecBinding metadata: name: request-count namespace: istio-system spec: quotaSpecs:
- name: request-count namespace: istio-system services:
- name: productpage namespace: default
- service: '*'
{{< /text >}}
This
QuotaSpecBinding
binds theQuotaSpec
you created above to the services you want to apply it to.productpage
is explicitly bound torequest-count
, note that you must define the namespace since it differs from the namespace of theQuotaSpecBinding
. If the last line is uncommented,service: '*'
binds all services to theQuotaSpec
making the first entry redundant. -
Refresh the product page in your browser.
request-count
quota applies toproductpage
and it permits 2 requests every 5 seconds. If you keep refreshing the page you should seeRESOURCE_EXHAUSTED:Quota is exhausted for: requestcount
.
Conditional rate limits
In the above example we have effectively rate limited productpage
at 2 rps
per client IP.
Consider a scenario where you would like to exempt clients from this rate limit if a user is logged in.
In the bookinfo
example, we use cookie user=<username>
to denote a logged in user.
In a realistic scenario you may use a jwt
token for this purpose.
You can update the quota rule
by adding a match condition based on the cookie
.
{{< text yaml >}} $ kubectl -n istio-system edit rules quota
apiVersion: config.istio.io/v1alpha2 kind: rule metadata: name: quota namespace: istio-system spec: match: match(request.headers["cookie"], "user=*") == false actions:
- handler: handler.memquota
instances:
- requestcount.quota {{< /text >}}
memquota
or redisquota
adapter is now dispatched only if user=<username>
cookie is absent from the request.
This ensures that a logged in user is not subject to this quota.
-
Verify that rate limit does not apply to a logged in user.
Log in as
jason
and repeatedly refresh theproductpage
. Now you should be able to do this without a problem. -
Verify that rate limit does apply when not logged in.
Logout as
jason
and repeatedly refresh theproductpage
. You should again seeRESOURCE_EXHAUSTED:Quota is exhausted for: requestcount
.
Understanding rate limits
In the preceding examples you saw how Mixer applies rate limits to requests that match certain conditions.
Every named quota instance like requestcount
represents a set of counters.
The set is defined by a Cartesian product of all quota dimensions. If the
number of requests in the last expiration
duration exceed maxAmount
,
Mixer returns a RESOURCE_EXHAUSTED
message to the Envoy proxy, and Envoy
returns status HTTP 429
to the caller.
The memquota
adapter uses a sliding window of sub-second resolution to
enforce rate limits.
The redisquota
adapter can be configured to use either the ROLLING_WINDOW
or FIXED_WINDOW
algorithms to enforce rate limits.
The maxAmount
in the adapter configuration sets the default limit for all
counters associated with a quota instance. This default limit applies if a quota
override does not match the request. The memquota/redisquota
adapter selects the first
override that matches a request. An override need not specify all quota
dimensions. In the example, the 0.2 qps override is selected by matching only
three out of four quota dimensions.
If you want the policies enforced for a given namespace instead of the entire
Istio mesh, you can replace all occurrences of istio-system
with the given
namespace.
Cleanup
-
If using
memquota
, remove thememquota
rate limit configuration:{{< text bash >}} $ kubectl delete -f @samples/bookinfo/policy/mixer-rule-productpage-ratelimit.yaml@ {{< /text >}}
Or
If using
redisquota
, remove theredisquota
rate limit configuration:{{< text bash >}} $ kubectl delete -f redisquota.yaml {{< /text >}}
-
Remove the application routing rules:
{{< text bash >}} $ kubectl delete -f @samples/bookinfo/networking/virtual-service-all-v1.yaml@ {{< /text >}}
-
If you are not planning to explore any follow-on tasks, refer to the Bookinfo cleanup instructions to shutdown the application.