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apiVersion: v1
kind: Namespace
metadata:
labels:
control-plane: kfserving-controller-manager
controller-tools.k8s.io: "1.0"
istio-injection: disabled
name: kfserving-system
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
annotations:
controller-gen.kubebuilder.io/version: v0.3.1-0.20200528125929-5c0c6ae3b64b
creationTimestamp: null
name: inferenceservices.serving.kubeflow.org
spec:
additionalPrinterColumns:
- JSONPath: .status.url
name: URL
type: string
- JSONPath: .status.conditions[?(@.type=='Ready')].status
name: Ready
type: string
- JSONPath: .status.traffic
name: Default Traffic
type: integer
- JSONPath: .status.canaryTraffic
name: Canary Traffic
type: integer
- JSONPath: .metadata.creationTimestamp
name: Age
type: date
group: serving.kubeflow.org
names:
kind: InferenceService
listKind: InferenceServiceList
plural: inferenceservices
shortNames:
- inferenceservice
singular: inferenceservice
scope: Namespaced
subresources:
status: {}
validation:
openAPIV3Schema:
properties:
apiVersion:
type: string
kind:
type: string
metadata:
type: object
spec:
properties:
canary:
properties:
explainer:
properties:
alibi:
properties:
config:
additionalProperties:
type: string
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
type:
type: string
required:
- type
type: object
batcher:
properties:
maxBatchSize:
type: integer
maxLatency:
type: integer
timeout:
type: integer
type: object
custom:
properties:
container:
properties:
args:
items:
type: string
type: array
command:
items:
type: string
type: array
env:
items:
properties:
name:
type: string
value:
type: string
valueFrom:
properties:
configMapKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
fieldRef:
properties:
apiVersion:
type: string
fieldPath:
type: string
required:
- fieldPath
type: object
resourceFieldRef:
properties:
containerName:
type: string
divisor:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
type: string
required:
- resource
type: object
secretKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
type: object
required:
- name
type: object
type: array
envFrom:
items:
properties:
configMapRef:
properties:
name:
type: string
optional:
type: boolean
type: object
prefix:
type: string
secretRef:
properties:
name:
type: string
optional:
type: boolean
type: object
type: object
type: array
image:
type: string
imagePullPolicy:
type: string
lifecycle:
properties:
postStart:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
preStop:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
type: object
livenessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
name:
type: string
ports:
items:
properties:
containerPort:
format: int32
type: integer
hostIP:
type: string
hostPort:
format: int32
type: integer
name:
type: string
protocol:
type: string
required:
- containerPort
- protocol
type: object
type: array
x-kubernetes-list-map-keys:
- containerPort
- protocol
x-kubernetes-list-type: map
readinessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
securityContext:
properties:
allowPrivilegeEscalation:
type: boolean
capabilities:
properties:
add:
items:
type: string
type: array
drop:
items:
type: string
type: array
type: object
privileged:
type: boolean
procMount:
type: string
readOnlyRootFilesystem:
type: boolean
runAsGroup:
format: int64
type: integer
runAsNonRoot:
type: boolean
runAsUser:
format: int64
type: integer
seLinuxOptions:
properties:
level:
type: string
role:
type: string
type:
type: string
user:
type: string
type: object
windowsOptions:
properties:
gmsaCredentialSpec:
type: string
gmsaCredentialSpecName:
type: string
runAsUserName:
type: string
type: object
type: object
startupProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
stdin:
type: boolean
stdinOnce:
type: boolean
terminationMessagePath:
type: string
terminationMessagePolicy:
type: string
tty:
type: boolean
volumeDevices:
items:
properties:
devicePath:
type: string
name:
type: string
required:
- devicePath
- name
type: object
type: array
volumeMounts:
items:
properties:
mountPath:
type: string
mountPropagation:
type: string
name:
type: string
readOnly:
type: boolean
subPath:
type: string
subPathExpr:
type: string
required:
- mountPath
- name
type: object
type: array
workingDir:
type: string
required:
- name
type: object
required:
- container
type: object
logger:
properties:
mode:
type: string
url:
type: string
type: object
maxReplicas:
type: integer
minReplicas:
type: integer
parallelism:
type: integer
serviceAccountName:
type: string
type: object
predictor:
properties:
batcher:
properties:
maxBatchSize:
type: integer
maxLatency:
type: integer
timeout:
type: integer
type: object
custom:
properties:
container:
properties:
args:
items:
type: string
type: array
command:
items:
type: string
type: array
env:
items:
properties:
name:
type: string
value:
type: string
valueFrom:
properties:
configMapKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
fieldRef:
properties:
apiVersion:
type: string
fieldPath:
type: string
required:
- fieldPath
type: object
resourceFieldRef:
properties:
containerName:
type: string
divisor:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
type: string
required:
- resource
type: object
secretKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
type: object
required:
- name
type: object
type: array
envFrom:
items:
properties:
configMapRef:
properties:
name:
type: string
optional:
type: boolean
type: object
prefix:
type: string
secretRef:
properties:
name:
type: string
optional:
type: boolean
type: object
type: object
type: array
image:
type: string
imagePullPolicy:
type: string
lifecycle:
properties:
postStart:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
preStop:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
type: object
livenessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
name:
type: string
ports:
items:
properties:
containerPort:
format: int32
type: integer
hostIP:
type: string
hostPort:
format: int32
type: integer
name:
type: string
protocol:
type: string
required:
- containerPort
- protocol
type: object
type: array
x-kubernetes-list-map-keys:
- containerPort
- protocol
x-kubernetes-list-type: map
readinessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
securityContext:
properties:
allowPrivilegeEscalation:
type: boolean
capabilities:
properties:
add:
items:
type: string
type: array
drop:
items:
type: string
type: array
type: object
privileged:
type: boolean
procMount:
type: string
readOnlyRootFilesystem:
type: boolean
runAsGroup:
format: int64
type: integer
runAsNonRoot:
type: boolean
runAsUser:
format: int64
type: integer
seLinuxOptions:
properties:
level:
type: string
role:
type: string
type:
type: string
user:
type: string
type: object
windowsOptions:
properties:
gmsaCredentialSpec:
type: string
gmsaCredentialSpecName:
type: string
runAsUserName:
type: string
type: object
type: object
startupProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
stdin:
type: boolean
stdinOnce:
type: boolean
terminationMessagePath:
type: string
terminationMessagePolicy:
type: string
tty:
type: boolean
volumeDevices:
items:
properties:
devicePath:
type: string
name:
type: string
required:
- devicePath
- name
type: object
type: array
volumeMounts:
items:
properties:
mountPath:
type: string
mountPropagation:
type: string
name:
type: string
readOnly:
type: boolean
subPath:
type: string
subPathExpr:
type: string
required:
- mountPath
- name
type: object
type: array
workingDir:
type: string
required:
- name
type: object
required:
- container
type: object
logger:
properties:
mode:
type: string
url:
type: string
type: object
maxReplicas:
type: integer
minReplicas:
type: integer
onnx:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
parallelism:
type: integer
pytorch:
properties:
modelClassName:
type: string
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
serviceAccountName:
type: string
sklearn:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
tensorflow:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
triton:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
xgboost:
properties:
nthread:
type: integer
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
type: object
transformer:
properties:
batcher:
properties:
maxBatchSize:
type: integer
maxLatency:
type: integer
timeout:
type: integer
type: object
custom:
properties:
container:
properties:
args:
items:
type: string
type: array
command:
items:
type: string
type: array
env:
items:
properties:
name:
type: string
value:
type: string
valueFrom:
properties:
configMapKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
fieldRef:
properties:
apiVersion:
type: string
fieldPath:
type: string
required:
- fieldPath
type: object
resourceFieldRef:
properties:
containerName:
type: string
divisor:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
type: string
required:
- resource
type: object
secretKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
type: object
required:
- name
type: object
type: array
envFrom:
items:
properties:
configMapRef:
properties:
name:
type: string
optional:
type: boolean
type: object
prefix:
type: string
secretRef:
properties:
name:
type: string
optional:
type: boolean
type: object
type: object
type: array
image:
type: string
imagePullPolicy:
type: string
lifecycle:
properties:
postStart:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
preStop:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
type: object
livenessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
name:
type: string
ports:
items:
properties:
containerPort:
format: int32
type: integer
hostIP:
type: string
hostPort:
format: int32
type: integer
name:
type: string
protocol:
type: string
required:
- containerPort
- protocol
type: object
type: array
x-kubernetes-list-map-keys:
- containerPort
- protocol
x-kubernetes-list-type: map
readinessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
securityContext:
properties:
allowPrivilegeEscalation:
type: boolean
capabilities:
properties:
add:
items:
type: string
type: array
drop:
items:
type: string
type: array
type: object
privileged:
type: boolean
procMount:
type: string
readOnlyRootFilesystem:
type: boolean
runAsGroup:
format: int64
type: integer
runAsNonRoot:
type: boolean
runAsUser:
format: int64
type: integer
seLinuxOptions:
properties:
level:
type: string
role:
type: string
type:
type: string
user:
type: string
type: object
windowsOptions:
properties:
gmsaCredentialSpec:
type: string
gmsaCredentialSpecName:
type: string
runAsUserName:
type: string
type: object
type: object
startupProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
stdin:
type: boolean
stdinOnce:
type: boolean
terminationMessagePath:
type: string
terminationMessagePolicy:
type: string
tty:
type: boolean
volumeDevices:
items:
properties:
devicePath:
type: string
name:
type: string
required:
- devicePath
- name
type: object
type: array
volumeMounts:
items:
properties:
mountPath:
type: string
mountPropagation:
type: string
name:
type: string
readOnly:
type: boolean
subPath:
type: string
subPathExpr:
type: string
required:
- mountPath
- name
type: object
type: array
workingDir:
type: string
required:
- name
type: object
required:
- container
type: object
logger:
properties:
mode:
type: string
url:
type: string
type: object
maxReplicas:
type: integer
minReplicas:
type: integer
parallelism:
type: integer
serviceAccountName:
type: string
type: object
required:
- predictor
type: object
canaryTrafficPercent:
type: integer
default:
properties:
explainer:
properties:
alibi:
properties:
config:
additionalProperties:
type: string
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
type:
type: string
required:
- type
type: object
batcher:
properties:
maxBatchSize:
type: integer
maxLatency:
type: integer
timeout:
type: integer
type: object
custom:
properties:
container:
properties:
args:
items:
type: string
type: array
command:
items:
type: string
type: array
env:
items:
properties:
name:
type: string
value:
type: string
valueFrom:
properties:
configMapKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
fieldRef:
properties:
apiVersion:
type: string
fieldPath:
type: string
required:
- fieldPath
type: object
resourceFieldRef:
properties:
containerName:
type: string
divisor:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
type: string
required:
- resource
type: object
secretKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
type: object
required:
- name
type: object
type: array
envFrom:
items:
properties:
configMapRef:
properties:
name:
type: string
optional:
type: boolean
type: object
prefix:
type: string
secretRef:
properties:
name:
type: string
optional:
type: boolean
type: object
type: object
type: array
image:
type: string
imagePullPolicy:
type: string
lifecycle:
properties:
postStart:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
preStop:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
type: object
livenessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
name:
type: string
ports:
items:
properties:
containerPort:
format: int32
type: integer
hostIP:
type: string
hostPort:
format: int32
type: integer
name:
type: string
protocol:
type: string
required:
- containerPort
- protocol
type: object
type: array
x-kubernetes-list-map-keys:
- containerPort
- protocol
x-kubernetes-list-type: map
readinessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
securityContext:
properties:
allowPrivilegeEscalation:
type: boolean
capabilities:
properties:
add:
items:
type: string
type: array
drop:
items:
type: string
type: array
type: object
privileged:
type: boolean
procMount:
type: string
readOnlyRootFilesystem:
type: boolean
runAsGroup:
format: int64
type: integer
runAsNonRoot:
type: boolean
runAsUser:
format: int64
type: integer
seLinuxOptions:
properties:
level:
type: string
role:
type: string
type:
type: string
user:
type: string
type: object
windowsOptions:
properties:
gmsaCredentialSpec:
type: string
gmsaCredentialSpecName:
type: string
runAsUserName:
type: string
type: object
type: object
startupProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
stdin:
type: boolean
stdinOnce:
type: boolean
terminationMessagePath:
type: string
terminationMessagePolicy:
type: string
tty:
type: boolean
volumeDevices:
items:
properties:
devicePath:
type: string
name:
type: string
required:
- devicePath
- name
type: object
type: array
volumeMounts:
items:
properties:
mountPath:
type: string
mountPropagation:
type: string
name:
type: string
readOnly:
type: boolean
subPath:
type: string
subPathExpr:
type: string
required:
- mountPath
- name
type: object
type: array
workingDir:
type: string
required:
- name
type: object
required:
- container
type: object
logger:
properties:
mode:
type: string
url:
type: string
type: object
maxReplicas:
type: integer
minReplicas:
type: integer
parallelism:
type: integer
serviceAccountName:
type: string
type: object
predictor:
properties:
batcher:
properties:
maxBatchSize:
type: integer
maxLatency:
type: integer
timeout:
type: integer
type: object
custom:
properties:
container:
properties:
args:
items:
type: string
type: array
command:
items:
type: string
type: array
env:
items:
properties:
name:
type: string
value:
type: string
valueFrom:
properties:
configMapKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
fieldRef:
properties:
apiVersion:
type: string
fieldPath:
type: string
required:
- fieldPath
type: object
resourceFieldRef:
properties:
containerName:
type: string
divisor:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
type: string
required:
- resource
type: object
secretKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
type: object
required:
- name
type: object
type: array
envFrom:
items:
properties:
configMapRef:
properties:
name:
type: string
optional:
type: boolean
type: object
prefix:
type: string
secretRef:
properties:
name:
type: string
optional:
type: boolean
type: object
type: object
type: array
image:
type: string
imagePullPolicy:
type: string
lifecycle:
properties:
postStart:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
preStop:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
type: object
livenessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
name:
type: string
ports:
items:
properties:
containerPort:
format: int32
type: integer
hostIP:
type: string
hostPort:
format: int32
type: integer
name:
type: string
protocol:
type: string
required:
- containerPort
- protocol
type: object
type: array
x-kubernetes-list-map-keys:
- containerPort
- protocol
x-kubernetes-list-type: map
readinessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
securityContext:
properties:
allowPrivilegeEscalation:
type: boolean
capabilities:
properties:
add:
items:
type: string
type: array
drop:
items:
type: string
type: array
type: object
privileged:
type: boolean
procMount:
type: string
readOnlyRootFilesystem:
type: boolean
runAsGroup:
format: int64
type: integer
runAsNonRoot:
type: boolean
runAsUser:
format: int64
type: integer
seLinuxOptions:
properties:
level:
type: string
role:
type: string
type:
type: string
user:
type: string
type: object
windowsOptions:
properties:
gmsaCredentialSpec:
type: string
gmsaCredentialSpecName:
type: string
runAsUserName:
type: string
type: object
type: object
startupProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
stdin:
type: boolean
stdinOnce:
type: boolean
terminationMessagePath:
type: string
terminationMessagePolicy:
type: string
tty:
type: boolean
volumeDevices:
items:
properties:
devicePath:
type: string
name:
type: string
required:
- devicePath
- name
type: object
type: array
volumeMounts:
items:
properties:
mountPath:
type: string
mountPropagation:
type: string
name:
type: string
readOnly:
type: boolean
subPath:
type: string
subPathExpr:
type: string
required:
- mountPath
- name
type: object
type: array
workingDir:
type: string
required:
- name
type: object
required:
- container
type: object
logger:
properties:
mode:
type: string
url:
type: string
type: object
maxReplicas:
type: integer
minReplicas:
type: integer
onnx:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
parallelism:
type: integer
pytorch:
properties:
modelClassName:
type: string
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
serviceAccountName:
type: string
sklearn:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
tensorflow:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
triton:
properties:
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
xgboost:
properties:
nthread:
type: integer
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
runtimeVersion:
type: string
storageUri:
type: string
required:
- storageUri
type: object
type: object
transformer:
properties:
batcher:
properties:
maxBatchSize:
type: integer
maxLatency:
type: integer
timeout:
type: integer
type: object
custom:
properties:
container:
properties:
args:
items:
type: string
type: array
command:
items:
type: string
type: array
env:
items:
properties:
name:
type: string
value:
type: string
valueFrom:
properties:
configMapKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
fieldRef:
properties:
apiVersion:
type: string
fieldPath:
type: string
required:
- fieldPath
type: object
resourceFieldRef:
properties:
containerName:
type: string
divisor:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
type: string
required:
- resource
type: object
secretKeyRef:
properties:
key:
type: string
name:
type: string
optional:
type: boolean
required:
- key
type: object
type: object
required:
- name
type: object
type: array
envFrom:
items:
properties:
configMapRef:
properties:
name:
type: string
optional:
type: boolean
type: object
prefix:
type: string
secretRef:
properties:
name:
type: string
optional:
type: boolean
type: object
type: object
type: array
image:
type: string
imagePullPolicy:
type: string
lifecycle:
properties:
postStart:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
preStop:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
type: object
type: object
livenessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
name:
type: string
ports:
items:
properties:
containerPort:
format: int32
type: integer
hostIP:
type: string
hostPort:
format: int32
type: integer
name:
type: string
protocol:
type: string
required:
- containerPort
- protocol
type: object
type: array
x-kubernetes-list-map-keys:
- containerPort
- protocol
x-kubernetes-list-type: map
readinessProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
resources:
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
type: object
type: object
securityContext:
properties:
allowPrivilegeEscalation:
type: boolean
capabilities:
properties:
add:
items:
type: string
type: array
drop:
items:
type: string
type: array
type: object
privileged:
type: boolean
procMount:
type: string
readOnlyRootFilesystem:
type: boolean
runAsGroup:
format: int64
type: integer
runAsNonRoot:
type: boolean
runAsUser:
format: int64
type: integer
seLinuxOptions:
properties:
level:
type: string
role:
type: string
type:
type: string
user:
type: string
type: object
windowsOptions:
properties:
gmsaCredentialSpec:
type: string
gmsaCredentialSpecName:
type: string
runAsUserName:
type: string
type: object
type: object
startupProbe:
properties:
exec:
properties:
command:
items:
type: string
type: array
type: object
failureThreshold:
format: int32
type: integer
httpGet:
properties:
host:
type: string
httpHeaders:
items:
properties:
name:
type: string
value:
type: string
required:
- name
- value
type: object
type: array
path:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
scheme:
type: string
required:
- port
type: object
initialDelaySeconds:
format: int32
type: integer
periodSeconds:
format: int32
type: integer
successThreshold:
format: int32
type: integer
tcpSocket:
properties:
host:
type: string
port:
anyOf:
- type: integer
- type: string
x-kubernetes-int-or-string: true
required:
- port
type: object
timeoutSeconds:
format: int32
type: integer
type: object
stdin:
type: boolean
stdinOnce:
type: boolean
terminationMessagePath:
type: string
terminationMessagePolicy:
type: string
tty:
type: boolean
volumeDevices:
items:
properties:
devicePath:
type: string
name:
type: string
required:
- devicePath
- name
type: object
type: array
volumeMounts:
items:
properties:
mountPath:
type: string
mountPropagation:
type: string
name:
type: string
readOnly:
type: boolean
subPath:
type: string
subPathExpr:
type: string
required:
- mountPath
- name
type: object
type: array
workingDir:
type: string
required:
- name
type: object
required:
- container
type: object
logger:
properties:
mode:
type: string
url:
type: string
type: object
maxReplicas:
type: integer
minReplicas:
type: integer
parallelism:
type: integer
serviceAccountName:
type: string
type: object
required:
- predictor
type: object
required:
- default
type: object
status:
properties:
address:
properties:
url:
type: string
type: object
canary:
additionalProperties:
properties:
host:
type: string
name:
type: string
type: object
type: object
canaryTraffic:
type: integer
conditions:
items:
properties:
lastTransitionTime:
type: string
message:
type: string
reason:
type: string
severity:
type: string
status:
type: string
type:
type: string
required:
- status
- type
type: object
type: array
default:
additionalProperties:
properties:
host:
type: string
name:
type: string
type: object
type: object
observedGeneration:
format: int64
type: integer
traffic:
type: integer
url:
type: string
type: object
type: object
version: v1alpha2
versions:
- name: v1alpha2
served: true
storage: true
status:
acceptedNames:
kind: ""
plural: ""
conditions: []
storedVersions: []
---
apiVersion: admissionregistration.k8s.io/v1beta1
kind: MutatingWebhookConfiguration
metadata:
annotations:
cert-manager.io/inject-ca-from: kfserving-system/serving-cert
creationTimestamp: null
name: inferenceservice.serving.kubeflow.org
webhooks:
- clientConfig:
caBundle: Cg==
service:
name: kfserving-webhook-server-service
namespace: kfserving-system
path: /mutate-inferenceservices
failurePolicy: Fail
name: inferenceservice.kfserving-webhook-server.defaulter
rules:
- apiGroups:
- serving.kubeflow.org
apiVersions:
- v1alpha2
operations:
- CREATE
- UPDATE
resources:
- inferenceservices
- clientConfig:
caBundle: Cg==
service:
name: kfserving-webhook-server-service
namespace: kfserving-system
path: /mutate-pods
failurePolicy: Fail
name: inferenceservice.kfserving-webhook-server.pod-mutator
namespaceSelector:
matchExpressions:
- key: control-plane
operator: DoesNotExist
objectSelector:
matchExpressions:
- key: serving.kubeflow.org/inferenceservice
operator: Exists
rules:
- apiGroups:
- ""
apiVersions:
- v1
operations:
- CREATE
- UPDATE
resources:
- pods
---
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
name: leader-election-role
namespace: kfserving-system
rules:
- apiGroups:
- ""
resources:
- configmaps
verbs:
- get
- list
- watch
- create
- update
- patch
- delete
- apiGroups:
- ""
resources:
- configmaps/status
verbs:
- get
- update
- patch
- apiGroups:
- ""
resources:
- events
verbs:
- create
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
creationTimestamp: null
name: kfserving-manager-role
rules:
- apiGroups:
- admissionregistration.k8s.io
resources:
- mutatingwebhookconfigurations
- validatingwebhookconfigurations
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- ""
resources:
- configmaps
verbs:
- get
- list
- watch
- apiGroups:
- ""
resources:
- events
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- ""
resources:
- namespaces
verbs:
- get
- list
- watch
- apiGroups:
- ""
resources:
- secrets
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- ""
resources:
- serviceaccounts
verbs:
- get
- list
- watch
- apiGroups:
- ""
resources:
- services
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- networking.istio.io
resources:
- virtualservices
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- networking.istio.io
resources:
- virtualservices/finalizers
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- networking.istio.io
resources:
- virtualservices/status
verbs:
- get
- patch
- update
- apiGroups:
- serving.knative.dev
resources:
- services
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- serving.knative.dev
resources:
- services/finalizers
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- serving.knative.dev
resources:
- services/status
verbs:
- get
- patch
- update
- apiGroups:
- serving.kubeflow.org
resources:
- inferenceservices
- inferenceservices/finalizers
verbs:
- create
- delete
- get
- list
- patch
- update
- watch
- apiGroups:
- serving.kubeflow.org
resources:
- inferenceservices/status
verbs:
- get
- patch
- update
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
name: kfserving-proxy-role
rules:
- apiGroups:
- authentication.k8s.io
resources:
- tokenreviews
verbs:
- create
- apiGroups:
- authorization.k8s.io
resources:
- subjectaccessreviews
verbs:
- create
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
name: leader-election-rolebinding
namespace: kfserving-system
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: Role
name: leader-election-role
subjects:
- kind: ServiceAccount
name: default
namespace: kfserving-system
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
name: kfserving-manager-rolebinding
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: kfserving-manager-role
subjects:
- kind: ServiceAccount
name: default
namespace: kfserving-system
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
name: kfserving-proxy-rolebinding
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: kfserving-proxy-role
subjects:
- kind: ServiceAccount
name: default
namespace: kfserving-system
---
apiVersion: v1
data:
batcher: |-
{
"image" : "kfserving/batcher:v0.4.0",
"memoryRequest": "1Gi",
"memoryLimit": "1Gi",
"cpuRequest": "1",
"cpuLimit": "1"
}
credentials: |-
{
"gcs": {
"gcsCredentialFileName": "gcloud-application-credentials.json"
},
"s3": {
"s3AccessKeyIDName": "AWS_ACCESS_KEY_ID",
"s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY"
}
}
explainers: |-
{
"alibi": {
"image" : "gcr.io/kfserving/alibi-explainer",
"defaultImageVersion": "v0.4.1"
}
}
ingress: |-
{
"ingressGateway" : "knative-ingress-gateway.knative-serving",
"ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local"
}
logger: |-
{
"image" : "gcr.io/kfserving/logger:v0.4.1",
"memoryRequest": "100Mi",
"memoryLimit": "1Gi",
"cpuRequest": "100m",
"cpuLimit": "1",
"defaultUrl": "http://default-broker"
}
predictors: |-
{
"tensorflow": {
"image": "tensorflow/serving",
"defaultImageVersion": "1.14.0",
"defaultGpuImageVersion": "1.14.0-gpu"
},
"onnx": {
"image": "mcr.microsoft.com/onnxruntime/server",
"defaultImageVersion": "v1.0.0"
},
"sklearn": {
"image": "gcr.io/kfserving/sklearnserver",
"defaultImageVersion": "v0.4.1"
},
"xgboost": {
"image": "gcr.io/kfserving/xgbserver",
"defaultImageVersion": "v0.4.1"
},
"pytorch": {
"image": "gcr.io/kfserving/pytorchserver",
"defaultImageVersion": "v0.4.1",
"defaultGpuImageVersion": "v0.4.1-gpu"
},
"triton": {
"image": "nvcr.io/nvidia/tritonserver",
"defaultImageVersion": "20.03-py3"
}
}
storageInitializer: |-
{
"image" : "gcr.io/kfserving/storage-initializer:v0.4.1",
"memoryRequest": "100Mi",
"memoryLimit": "1Gi",
"cpuRequest": "100m",
"cpuLimit": "1"
}
transformers: |-
{
}
kind: ConfigMap
metadata:
name: inferenceservice-config
namespace: kfserving-system
---
apiVersion: v1
kind: Secret
metadata:
name: kfserving-webhook-server-secret
namespace: kfserving-system
---
apiVersion: v1
kind: Service
metadata:
annotations:
prometheus.io/port: "8443"
prometheus.io/scheme: https
prometheus.io/scrape: "true"
labels:
control-plane: controller-manager
controller-tools.k8s.io: "1.0"
name: kfserving-controller-manager-metrics-service
namespace: kfserving-system
spec:
ports:
- name: https
port: 8443
targetPort: https
selector:
control-plane: controller-manager
controller-tools.k8s.io: "1.0"
---
apiVersion: v1
kind: Service
metadata:
labels:
control-plane: kfserving-controller-manager
controller-tools.k8s.io: "1.0"
name: kfserving-controller-manager-service
namespace: kfserving-system
spec:
ports:
- port: 443
selector:
control-plane: kfserving-controller-manager
controller-tools.k8s.io: "1.0"
---
apiVersion: v1
kind: Service
metadata:
name: kfserving-webhook-server-service
namespace: kfserving-system
spec:
ports:
- port: 443
targetPort: 9443
selector:
control-plane: kfserving-controller-manager
---
apiVersion: apps/v1
kind: StatefulSet
metadata:
labels:
control-plane: kfserving-controller-manager
controller-tools.k8s.io: "1.0"
name: kfserving-controller-manager
namespace: kfserving-system
spec:
selector:
matchLabels:
control-plane: kfserving-controller-manager
controller-tools.k8s.io: "1.0"
serviceName: controller-manager-service
template:
metadata:
labels:
control-plane: kfserving-controller-manager
controller-tools.k8s.io: "1.0"
spec:
containers:
- args:
- --secure-listen-address=0.0.0.0:8443
- --upstream=http://127.0.0.1:8080/
- --logtostderr=true
- --v=10
image: gcr.io/kubebuilder/kube-rbac-proxy:v0.4.0
name: kube-rbac-proxy
ports:
- containerPort: 8443
name: https
- args:
- --metrics-addr=127.0.0.1:8080
command:
- /manager
env:
- name: POD_NAMESPACE
valueFrom:
fieldRef:
fieldPath: metadata.namespace
- name: SECRET_NAME
value: kfserving-webhook-server-cert
image: gcr.io/kfserving/kfserving-controller:v0.4.1
imagePullPolicy: Always
name: manager
ports:
- containerPort: 443
name: webhook-server
protocol: TCP
resources:
limits:
cpu: 100m
memory: 300Mi
requests:
cpu: 100m
memory: 200Mi
volumeMounts:
- mountPath: /tmp/k8s-webhook-server/serving-certs
name: cert
readOnly: true
terminationGracePeriodSeconds: 10
volumes:
- name: cert
secret:
defaultMode: 420
secretName: kfserving-webhook-server-cert
---
apiVersion: cert-manager.io/v1alpha2
kind: Certificate
metadata:
name: serving-cert
namespace: kfserving-system
spec:
commonName: kfserving-webhook-server-service.kfserving-system.svc
dnsNames:
- kfserving-webhook-server-service.kfserving-system.svc
issuerRef:
kind: Issuer
name: selfsigned-issuer
secretName: kfserving-webhook-server-cert
---
apiVersion: cert-manager.io/v1alpha2
kind: Issuer
metadata:
name: selfsigned-issuer
namespace: kfserving-system
spec:
selfSigned: {}
---
apiVersion: admissionregistration.k8s.io/v1beta1
kind: ValidatingWebhookConfiguration
metadata:
annotations:
cert-manager.io/inject-ca-from: kfserving-system/serving-cert
creationTimestamp: null
name: inferenceservice.serving.kubeflow.org
webhooks:
- clientConfig:
caBundle: Cg==
service:
name: kfserving-webhook-server-service
namespace: kfserving-system
path: /validate-inferenceservices
failurePolicy: Fail
name: inferenceservice.kfserving-webhook-server.validator
rules:
- apiGroups:
- serving.kubeflow.org
apiVersions:
- v1alpha2
operations:
- CREATE
- UPDATE
resources:
- inferenceservices
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