Provisioner API
Example Provisioner Resource
apiVersion: karpenter.sh/v1alpha5
kind: Provisioner
metadata:
name: default
spec:
# If nil, the feature is disabled, nodes will never expire
ttlSecondsUntilExpired: 2592000 # 30 Days = 60 * 60 * 24 * 30 Seconds;
# If nil, the feature is disabled, nodes will never scale down due to low utilization
ttlSecondsAfterEmpty: 30
# Provisioned nodes will have these taints
# Taints may prevent pods from scheduling if they are not tolerated
taints:
- key: example.com/special-taint
effect: NoSchedule
# Labels are arbitrary key-values that are applied to all nodes
labels:
billing-team: my-team
# Requirements that constrain the parameters of provisioned nodes.
# These requirements are combined with pod.spec.affinity.nodeAffinity rules.
# Operators { In, NotIn } are supported to enable including or excluding values
requirements:
- key: "node.kubernetes.io/instance-type"
operator: In
values: ["m5.large", "m5.2xlarge"]
- key: "topology.kubernetes.io/zone"
operator: In
values: ["us-west-2a", "us-west-2b"]
- key: "kubernetes.io/arch"
operator: In
values: ["arm64", "amd64"]
- key: "karpenter.sh/capacity-type" # If not included, the webhook for the AWS cloud provider will default to on-demand
operator: In
values: ["spot", "on-demand"]
# Resource limits constrain the total size of the cluster.
# Limits prevent Karpenter from creating new instances once the limit is exceeded.
limits:
resources:
cpu: 1000
memory: 1000Gi
# These fields vary per cloud provider, see your cloud provider specific documentation
provider: {}
spec.requirements
Kubernetes defines the following Well-Known Labels, and cloud providers (e.g., AWS) implement them. They are defined at the “spec.requirements” section of the Provisioner API.
These well known labels may be specified at the provisioner level, or in a workload definition (e.g., nodeSelector on a pod.spec). Nodes are chosen using the both the provisioner’s and pod’s requirements. If there is no overlap, nodes will not be launched. In other words, a pod’s requirements must be within the provisioner’s requirements. If a requirement is not defined for a well known label, any value available to the cloud provider may be chosen.
For example, an instance type may be specified using a nodeSelector in a pod spec. If the instance type requested is not included in the provisioner list and the provisioner has instance type requirements, Karpenter will not create a node or schedule the pod.
📝 None of these values are required.
Instance Types
- key:
node.kubernetes.io/instance-type
Generally, instance types should be a list and not a single value. Leaving this field undefined is recommended, as it maximizes choices for efficiently placing pods.
☁️ AWS
Review AWS instance types.
The default value includes all instance types with the exclusion of metal (non-virtualized), non-HVM, and GPU instances.
View the full list of instance types with aws ec2 describe-instance-types
.
Example
Set Default with provisioner.yaml
spec:
requirements:
- key: node.kubernetes.io/instance-type
operator: In
values: ["m5.large", "m5.2xlarge"]
Override with workload manifest (e.g., pod)
spec:
template:
spec:
nodeSelector:
node.kubernetes.io/instance-type: m5.large
Availability Zones
- key:
topology.kubernetes.io/zone
- value example:
us-east-1c
☁️ AWS
- value list:
aws ec2 describe-availability-zones --region <region-name>
Karpenter can be configured to create nodes in a particular zone. Note that the Availability Zone us-east-1a
for your AWS account might not have the same location as us-east-1a
for another AWS account.
Learn more about Availability Zone IDs.
Architecture
- key:
kubernetes.io/arch
- values
amd64
(default)arm64
Karpenter supports amd64
nodes, and arm64
nodes.
Capacity Type
- key:
karpenter.sh/capacity-type
☁️ AWS
- values
spot
on-demand
(default)
Karpenter supports specifying capacity type, which is analogous to EC2 purchase options.
Karpenter prioritizes Spot offerings if the provisioner allows Spot and on-demand instances. If the provider API (e.g. EC2 Fleet’s API) indicates Spot capacity is unavailable, Karpenter caches that result across all attempts to provision EC2 capacity for that instance type and zone for the next 45 seconds. If there are no other possible offerings available for Spot, Karpenter will attempt to provision on-demand instances, generally within milliseconds.
spec.kubeletConfiguration
Karpenter provides the ability to specify a few additional Kubelet args. These are all optional and provide support for additional customization and use cases. Adjust these only if you know you need to do so.
spec:
kubeletConfiguration:
clusterDNS: ["10.0.1.100"]
spec.limits
The provisioner spec includes a limits section (spec.limits.resources
), which constrains the maximum amount of resources that the provisioner will manage.
Presently, Karpenter supports memory
and cpu
limits.
CPU limits are described with a DecimalSI
value, usually a natural integer.
Memory limits are described with a BinarySI
value, such as 1000Gi.
Karpenter stops allocating resources once at least one resource limit is met/exceeded.
Review the resource limit task for more information.
spec.provider
This section is cloud provider specific. Reference the appropriate documentation: