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Configure Default Memory Requests and Limits for a Namespace | task | 10 | Define a default memory resource limit for a namespace, so that every new Pod in that namespace has a memory resource limit configured. |
This page shows how to configure default memory requests and limits for a {{< glossary_tooltip text="namespace" term_id="namespace" >}}.
A Kubernetes cluster can be divided into namespaces. Once you have a namespace that has a default memory limit, and you then try to create a Pod with a container that does not specify its own memory limit, then the {{< glossary_tooltip text="control plane" term_id="control-plane" >}} assigns the default memory limit to that container.
Kubernetes assigns a default memory request under certain conditions that are explained later in this topic.
{{% heading "prerequisites" %}}
{{< include "task-tutorial-prereqs.md" >}}
You must have access to create namespaces in your cluster.
Each node in your cluster must have at least 2 GiB of memory.
Create a namespace
Create a namespace so that the resources you create in this exercise are isolated from the rest of your cluster.
kubectl create namespace default-mem-example
Create a LimitRange and a Pod
Here's a manifest for an example {{< glossary_tooltip text="LimitRange" term_id="limitrange" >}}. The manifest specifies a default memory request and a default memory limit.
{{% code_sample file="admin/resource/memory-defaults.yaml" %}}
Create the LimitRange in the default-mem-example namespace:
kubectl apply -f https://k8s.io/examples/admin/resource/memory-defaults.yaml --namespace=default-mem-example
Now if you create a Pod in the default-mem-example namespace, and any container within that Pod does not specify its own values for memory request and memory limit, then the {{< glossary_tooltip text="control plane" term_id="control-plane" >}} applies default values: a memory request of 256MiB and a memory limit of 512MiB.
Here's an example manifest for a Pod that has one container. The container does not specify a memory request and limit.
{{% code_sample file="admin/resource/memory-defaults-pod.yaml" %}}
Create the Pod.
kubectl apply -f https://k8s.io/examples/admin/resource/memory-defaults-pod.yaml --namespace=default-mem-example
View detailed information about the Pod:
kubectl get pod default-mem-demo --output=yaml --namespace=default-mem-example
The output shows that the Pod's container has a memory request of 256 MiB and a memory limit of 512 MiB. These are the default values specified by the LimitRange.
containers:
- image: nginx
imagePullPolicy: Always
name: default-mem-demo-ctr
resources:
limits:
memory: 512Mi
requests:
memory: 256Mi
Delete your Pod:
kubectl delete pod default-mem-demo --namespace=default-mem-example
What if you specify a container's limit, but not its request?
Here's a manifest for a Pod that has one container. The container specifies a memory limit, but not a request:
{{% code_sample file="admin/resource/memory-defaults-pod-2.yaml" %}}
Create the Pod:
kubectl apply -f https://k8s.io/examples/admin/resource/memory-defaults-pod-2.yaml --namespace=default-mem-example
View detailed information about the Pod:
kubectl get pod default-mem-demo-2 --output=yaml --namespace=default-mem-example
The output shows that the container's memory request is set to match its memory limit. Notice that the container was not assigned the default memory request value of 256Mi.
resources:
limits:
memory: 1Gi
requests:
memory: 1Gi
What if you specify a container's request, but not its limit?
Here's a manifest for a Pod that has one container. The container specifies a memory request, but not a limit:
{{% code_sample file="admin/resource/memory-defaults-pod-3.yaml" %}}
Create the Pod:
kubectl apply -f https://k8s.io/examples/admin/resource/memory-defaults-pod-3.yaml --namespace=default-mem-example
View the Pod's specification:
kubectl get pod default-mem-demo-3 --output=yaml --namespace=default-mem-example
The output shows that the container's memory request is set to the value specified in the container's manifest. The container is limited to use no more than 512MiB of memory, which matches the default memory limit for the namespace.
resources:
limits:
memory: 512Mi
requests:
memory: 128Mi
{{< note >}}
A LimitRange
does not check the consistency of the default values it applies. This means that a default value for the limit that is set by LimitRange
may be less than the request value specified for the container in the spec that a client submits to the API server. If that happens, the final Pod will not be scheduleable.
See Constraints on resource limits and requests for more details.
{{< /note >}}
Motivation for default memory limits and requests
If your namespace has a memory {{< glossary_tooltip text="resource quota" term_id="resource-quota" >}} configured, it is helpful to have a default value in place for memory limit. Here are three of the restrictions that a resource quota imposes on a namespace:
- For every Pod that runs in the namespace, the Pod and each of its containers must have a memory limit. (If you specify a memory limit for every container in a Pod, Kubernetes can infer the Pod-level memory limit by adding up the limits for its containers).
- Memory limits apply a resource reservation on the node where the Pod in question is scheduled. The total amount of memory reserved for all Pods in the namespace must not exceed a specified limit.
- The total amount of memory actually used by all Pods in the namespace must also not exceed a specified limit.
When you add a LimitRange:
If any Pod in that namespace that includes a container does not specify its own memory limit, the control plane applies the default memory limit to that container, and the Pod can be allowed to run in a namespace that is restricted by a memory ResourceQuota.
Clean up
Delete your namespace:
kubectl delete namespace default-mem-example
{{% heading "whatsnext" %}}
For cluster administrators
-
Configure Minimum and Maximum Memory Constraints for a Namespace
-
Configure Minimum and Maximum CPU Constraints for a Namespace