TFJob Common

Reference documentation for TFJob

Packages:

kubeflow.org

Package v1beta2 is the v1beta2 version of the API.

Resource Types:

CleanPodPolicy(string alias)

CleanPodPolicy describes how to deal with pods when the job is finished.

JobCondition

(Appears on:JobStatus)

JobCondition describes the state of the job at a certain point.

FieldDescription
typeJobConditionType Type of job condition.
statusKubernetes core/v1.ConditionStatus Status of the condition, one of True, False, Unknown.
reasonstring The reason for the condition’s last transition.
messagestring A human readable message indicating details about the transition.
lastUpdateTimeKubernetes meta/v1.Time The last time this condition was updated.
lastTransitionTimeKubernetes meta/v1.Time Last time the condition transitioned from one status to another.

JobConditionType(string alias)

(Appears on:JobCondition)

JobConditionType defines all kinds of types of JobStatus.

JobStatus

JobStatus represents the current observed state of the training Job.

FieldDescription
conditions[][]github.com/kubeflow/tf-operator/pkg/apis/common/v1beta2.JobCondition Conditions is an array of current observed job conditions.
replicaStatusesmap[github.com/kubeflow/tf-operator/pkg/apis/common/v1beta2.ReplicaType]*github.com/kubeflow/tf-operator/pkg/apis/common/v1beta2.ReplicaStatus ReplicaStatuses is map of ReplicaType and ReplicaStatus,specifies the status of each replica.
startTimeKubernetes meta/v1.Time Represents time when the job was acknowledged by the job controller.It is not guaranteed to be set in happens-before order across separate operations.It is represented in RFC3339 form and is in UTC.
completionTimeKubernetes meta/v1.Time Represents time when the job was completed. It is not guaranteed tobe set in happens-before order across separate operations.It is represented in RFC3339 form and is in UTC.
lastReconcileTimeKubernetes meta/v1.Time Represents last time when the job was reconciled. It is not guaranteed tobe set in happens-before order across separate operations.It is represented in RFC3339 form and is in UTC.

ReplicaSpec

ReplicaSpec is a description of the replica

FieldDescription
replicasint32 Replicas is the desired number of replicas of the given template.If unspecified, defaults to 1.
templateKubernetes core/v1.PodTemplateSpec Template is the object that describes the pod thatwill be created for this replica. RestartPolicy in PodTemplateSpecwill be overide by RestartPolicy in ReplicaSpec
restartPolicyRestartPolicy Restart policy for all replicas within the job.One of Always, OnFailure, Never and ExitCode.Default to Never.

ReplicaStatus

(Appears on:JobStatus)

ReplicaStatus represents the current observed state of the replica.

FieldDescription
activeint32 The number of actively running pods.
succeededint32 The number of pods which reached phase Succeeded.
failedint32 The number of pods which reached phase Failed.

ReplicaType(string alias)

ReplicaType represents the type of the replica. Each operator needs to define itsown set of ReplicaTypes.

RestartPolicy(string alias)

(Appears on:ReplicaSpec)

RestartPolicy describes how the replicas should be restarted.Only one of the following restart policies may be specified.If none of the following policies is specified, the default oneis RestartPolicyAlways.

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