
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  creationTimestamp: null
  name: trainingjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
    - JSONPath: .status.trainingJobStatus
      name: Status
      type: string
    - JSONPath: .status.secondaryStatus
      name: Secondary-Status
      type: string
    - JSONPath: .metadata.creationTimestamp
      format: date
      name: Creation-Time
      type: string
    - JSONPath: .status.sageMakerTrainingJobName
      name: Sagemaker-Job-Name
      type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: TrainingJob
    plural: trainingjobs
  scope: ""
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: TrainingJob is the Schema for the trainingjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#types-kinds'
          type: string
        metadata:
          properties:
            annotations:
              additionalProperties:
                type: string
              description: 'Annotations is an unstructured key value map stored with
                a resource that may be set by external tools to store and retrieve
                arbitrary metadata. They are not queryable and should be preserved
                when modifying objects. More info: http://kubernetes.io/docs/user-guide/annotations'
              type: object
            clusterName:
              description: The name of the cluster which the object belongs to. This
                is used to distinguish resources with same name and namespace in different
                clusters. This field is not set anywhere right now and apiserver is
                going to ignore it if set in create or update request.
              type: string
            creationTimestamp:
              description: "CreationTimestamp is a timestamp representing the server
                time when this object was created. It is not guaranteed to be set
                in happens-before order across separate operations. Clients may not
                set this value. It is represented in RFC3339 form and is in UTC. \n
                Populated by the system. Read-only. Null for lists. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#metadata"
              format: date-time
              type: string
            deletionGracePeriodSeconds:
              description: Number of seconds allowed for this object to gracefully
                terminate before it will be removed from the system. Only set when
                deletionTimestamp is also set. May only be shortened. Read-only.
              format: int64
              type: integer
            deletionTimestamp:
              description: "DeletionTimestamp is RFC 3339 date and time at which this
                resource will be deleted. This field is set by the server when a graceful
                deletion is requested by the user, and is not directly settable by
                a client. The resource is expected to be deleted (no longer visible
                from resource lists, and not reachable by name) after the time in
                this field, once the finalizers list is empty. As long as the finalizers
                list contains items, deletion is blocked. Once the deletionTimestamp
                is set, this value may not be unset or be set further into the future,
                although it may be shortened or the resource may be deleted prior
                to this time. For example, a user may request that a pod is deleted
                in 30 seconds. The Kubelet will react by sending a graceful termination
                signal to the containers in the pod. After that 30 seconds, the Kubelet
                will send a hard termination signal (SIGKILL) to the container and
                after cleanup, remove the pod from the API. In the presence of network
                partitions, this object may still exist after this timestamp, until
                an administrator or automated process can determine the resource is
                fully terminated. If not set, graceful deletion of the object has
                not been requested. \n Populated by the system when a graceful deletion
                is requested. Read-only. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#metadata"
              format: date-time
              type: string
            finalizers:
              description: Must be empty before the object is deleted from the registry.
                Each entry is an identifier for the responsible component that will
                remove the entry from the list. If the deletionTimestamp of the object
                is non-nil, entries in this list can only be removed.
              items:
                type: string
              type: array
            generateName:
              description: "GenerateName is an optional prefix, used by the server,
                to generate a unique name ONLY IF the Name field has not been provided.
                If this field is used, the name returned to the client will be different
                than the name passed. This value will also be combined with a unique
                suffix. The provided value has the same validation rules as the Name
                field, and may be truncated by the length of the suffix required to
                make the value unique on the server. \n If this field is specified
                and the generated name exists, the server will NOT return a 409 -
                instead, it will either return 201 Created or 500 with Reason ServerTimeout
                indicating a unique name could not be found in the time allotted,
                and the client should retry (optionally after the time indicated in
                the Retry-After header). \n Applied only if Name is not specified.
                More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#idempotency"
              type: string
            generation:
              description: A sequence number representing a specific generation of
                the desired state. Populated by the system. Read-only.
              format: int64
              type: integer
            initializers:
              description: "An initializer is a controller which enforces some system
                invariant at object creation time. This field is a list of initializers
                that have not yet acted on this object. If nil or empty, this object
                has been completely initialized. Otherwise, the object is considered
                uninitialized and is hidden (in list/watch and get calls) from clients
                that haven't explicitly asked to observe uninitialized objects. \n
                When an object is created, the system will populate this list with
                the current set of initializers. Only privileged users may set or
                modify this list. Once it is empty, it may not be modified further
                by any user. \n DEPRECATED - initializers are an alpha field and will
                be removed in v1.15."
              properties:
                pending:
                  description: Pending is a list of initializers that must execute
                    in order before this object is visible. When the last pending
                    initializer is removed, and no failing result is set, the initializers
                    struct will be set to nil and the object is considered as initialized
                    and visible to all clients.
                  items:
                    properties:
                      name:
                        description: name of the process that is responsible for initializing
                          this object.
                        type: string
                    required:
                      - name
                    type: object
                  type: array
                result:
                  description: If result is set with the Failure field, the object
                    will be persisted to storage and then deleted, ensuring that other
                    clients can observe the deletion.
                  properties:
                    apiVersion:
                      description: 'APIVersion defines the versioned schema of this
                        representation of an object. Servers should convert recognized
                        schemas to the latest internal value, and may reject unrecognized
                        values. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#resources'
                      type: string
                    code:
                      description: Suggested HTTP return code for this status, 0 if
                        not set.
                      format: int32
                      type: integer
                    details:
                      description: Extended data associated with the reason.  Each
                        reason may define its own extended details. This field is
                        optional and the data returned is not guaranteed to conform
                        to any schema except that defined by the reason type.
                      properties:
                        causes:
                          description: The Causes array includes more details associated
                            with the StatusReason failure. Not all StatusReasons may
                            provide detailed causes.
                          items:
                            properties:
                              field:
                                description: "The field of the resource that has caused
                                  this error, as named by its JSON serialization.
                                  May include dot and postfix notation for nested
                                  attributes. Arrays are zero-indexed.  Fields may
                                  appear more than once in an array of causes due
                                  to fields having multiple errors. Optional. \n Examples:
                                  \  \"name\" - the field \"name\" on the current
                                  resource   \"items[0].name\" - the field \"name\"
                                  on the first array entry in \"items\""
                                type: string
                              message:
                                description: A human-readable description of the cause
                                  of the error.  This field may be presented as-is
                                  to a reader.
                                type: string
                              reason:
                                description: A machine-readable description of the
                                  cause of the error. If this value is empty there
                                  is no information available.
                                type: string
                            type: object
                          type: array
                        group:
                          description: The group attribute of the resource associated
                            with the status StatusReason.
                          type: string
                        kind:
                          description: 'The kind attribute of the resource associated
                            with the status StatusReason. On some operations may differ
                            from the requested resource Kind. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#types-kinds'
                          type: string
                        name:
                          description: The name attribute of the resource associated
                            with the status StatusReason (when there is a single name
                            which can be described).
                          type: string
                        retryAfterSeconds:
                          description: If specified, the time in seconds before the
                            operation should be retried. Some errors may indicate
                            the client must take an alternate action - for those errors
                            this field may indicate how long to wait before taking
                            the alternate action.
                          format: int32
                          type: integer
                        uid:
                          description: 'UID of the resource. (when there is a single
                            resource which can be described). More info: http://kubernetes.io/docs/user-guide/identifiers#uids'
                          type: string
                      type: object
                    kind:
                      description: 'Kind is a string value representing the REST resource
                        this object represents. Servers may infer this from the endpoint
                        the client submits requests to. Cannot be updated. In CamelCase.
                        More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#types-kinds'
                      type: string
                    message:
                      description: A human-readable description of the status of this
                        operation.
                      type: string
                    metadata:
                      description: 'Standard list metadata. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#types-kinds'
                      properties:
                        continue:
                          description: continue may be set if the user set a limit
                            on the number of items returned, and indicates that the
                            server has more data available. The value is opaque and
                            may be used to issue another request to the endpoint that
                            served this list to retrieve the next set of available
                            objects. Continuing a consistent list may not be possible
                            if the server configuration has changed or more than a
                            few minutes have passed. The resourceVersion field returned
                            when using this continue value will be identical to the
                            value in the first response, unless you have received
                            this token from an error message.
                          type: string
                        resourceVersion:
                          description: 'String that identifies the server''s internal
                            version of this object that can be used by clients to
                            determine when objects have changed. Value must be treated
                            as opaque by clients and passed unmodified back to the
                            server. Populated by the system. Read-only. More info:
                            https://git.k8s.io/community/contributors/devel/api-conventions.md#concurrency-control-and-consistency'
                          type: string
                        selfLink:
                          description: selfLink is a URL representing this object.
                            Populated by the system. Read-only.
                          type: string
                      type: object
                    reason:
                      description: A machine-readable description of why this operation
                        is in the "Failure" status. If this value is empty there is
                        no information available. A Reason clarifies an HTTP status
                        code but does not override it.
                      type: string
                    status:
                      description: 'Status of the operation. One of: "Success" or
                        "Failure". More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#spec-and-status'
                      type: string
                  type: object
              required:
                - pending
              type: object
            labels:
              additionalProperties:
                type: string
              description: 'Map of string keys and values that can be used to organize
                and categorize (scope and select) objects. May match selectors of
                replication controllers and services. More info: http://kubernetes.io/docs/user-guide/labels'
              type: object
            managedFields:
              description: "ManagedFields maps workflow-id and version to the set
                of fields that are managed by that workflow. This is mostly for internal
                housekeeping, and users typically shouldn't need to set or understand
                this field. A workflow can be the user's name, a controller's name,
                or the name of a specific apply path like \"ci-cd\". The set of fields
                is always in the version that the workflow used when modifying the
                object. \n This field is alpha and can be changed or removed without
                notice."
              items:
                properties:
                  apiVersion:
                    description: APIVersion defines the version of this resource that
                      this field set applies to. The format is "group/version" just
                      like the top-level APIVersion field. It is necessary to track
                      the version of a field set because it cannot be automatically
                      converted.
                    type: string
                  fields:
                    additionalProperties: true
                    description: Fields identifies a set of fields.
                    type: object
                  manager:
                    description: Manager is an identifier of the workflow managing
                      these fields.
                    type: string
                  operation:
                    description: Operation is the type of operation which lead to
                      this ManagedFieldsEntry being created. The only valid values
                      for this field are 'Apply' and 'Update'.
                    type: string
                  time:
                    description: Time is timestamp of when these fields were set.
                      It should always be empty if Operation is 'Apply'
                    format: date-time
                    type: string
                type: object
              type: array
            name:
              description: 'Name must be unique within a namespace. Is required when
                creating resources, although some resources may allow a client to
                request the generation of an appropriate name automatically. Name
                is primarily intended for creation idempotence and configuration definition.
                Cannot be updated. More info: http://kubernetes.io/docs/user-guide/identifiers#names'
              type: string
            namespace:
              description: "Namespace defines the space within each name must be unique.
                An empty namespace is equivalent to the \"default\" namespace, but
                \"default\" is the canonical representation. Not all objects are required
                to be scoped to a namespace - the value of this field for those objects
                will be empty. \n Must be a DNS_LABEL. Cannot be updated. More info:
                http://kubernetes.io/docs/user-guide/namespaces"
              type: string
            ownerReferences:
              description: List of objects depended by this object. If ALL objects
                in the list have been deleted, this object will be garbage collected.
                If this object is managed by a controller, then an entry in this list
                will point to this controller, with the controller field set to true.
                There cannot be more than one managing controller.
              items:
                properties:
                  apiVersion:
                    description: API version of the referent.
                    type: string
                  blockOwnerDeletion:
                    description: If true, AND if the owner has the "foregroundDeletion"
                      finalizer, then the owner cannot be deleted from the key-value
                      store until this reference is removed. Defaults to false. To
                      set this field, a user needs "delete" permission of the owner,
                      otherwise 422 (Unprocessable Entity) will be returned.
                    type: boolean
                  controller:
                    description: If true, this reference points to the managing controller.
                    type: boolean
                  kind:
                    description: 'Kind of the referent. More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#types-kinds'
                    type: string
                  name:
                    description: 'Name of the referent. More info: http://kubernetes.io/docs/user-guide/identifiers#names'
                    type: string
                  uid:
                    description: 'UID of the referent. More info: http://kubernetes.io/docs/user-guide/identifiers#uids'
                    type: string
                required:
                  - apiVersion
                  - kind
                  - name
                  - uid
                type: object
              type: array
            resourceVersion:
              description: "An opaque value that represents the internal version of
                this object that can be used by clients to determine when objects
                have changed. May be used for optimistic concurrency, change detection,
                and the watch operation on a resource or set of resources. Clients
                must treat these values as opaque and passed unmodified back to the
                server. They may only be valid for a particular resource or set of
                resources. \n Populated by the system. Read-only. Value must be treated
                as opaque by clients and . More info: https://git.k8s.io/community/contributors/devel/api-conventions.md#concurrency-control-and-consistency"
              type: string
            selfLink:
              description: SelfLink is a URL representing this object. Populated by
                the system. Read-only.
              type: string
            uid:
              description: "UID is the unique in time and space value for this object.
                It is typically generated by the server on successful creation of
                a resource and is not allowed to change on PUT operations. \n Populated
                by the system. Read-only. More info: http://kubernetes.io/docs/user-guide/identifiers#uids"
              type: string
          type: object
        spec:
          properties:
            algorithmSpecification:
              properties:
                algorithmName:
                  minLength: 1
                  type: string
                metricDefinitions:
                  items:
                    properties:
                      name:
                        minLength: 1
                        type: string
                      regex:
                        minLength: 1
                        type: string
                    required:
                      - name
                      - regex
                    type: object
                  type: array
                trainingImage:
                  minLength: 1
                  type: string
                trainingInputMode:
                  enum:
                    - File
                    - Pipe
                  type: string
              required:
                - trainingInputMode
              type: object
            checkpointConfig:
              properties:
                localPath:
                  type: string
                s3Uri:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
                - s3Uri
              type: object
            debugHookConfig:
              properties:
                collectionConfigurations:
                  items:
                    properties:
                      collectionName:
                        type: string
                      collectionParameters:
                        items:
                          properties:
                            name:
                              type: string
                            value:
                              type: string
                          type: object
                        type: array
                    type: object
                  type: array
                localPath:
                  type: string
                ruleParameters:
                  items:
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
                - s3OutputPath
              type: object
            debugRuleConfigurations:
              items:
                properties:
                  instanceType:
                    type: string
                  localPath:
                    type: string
                  ruleConfigurationName:
                    type: string
                  ruleEvaluatorImage:
                    type: string
                  ruleParameters:
                    items:
                      properties:
                        name:
                          type: string
                        value:
                          type: string
                      type: object
                    type: array
                  s3OutputPath:
                    pattern: ^(https|s3)://([^/]+)/?(.*)$
                    type: string
                  volumeSizeInGB:
                    format: int64
                    minimum: 1
                    type: integer
                required:
                  - ruleConfigurationName
                  - ruleEvaluatorImage
                type: object
              type: array
            enableInterContainerTrafficEncryption:
              type: boolean
            enableManagedSpotTraining:
              type: boolean
            enableNetworkIsolation:
              type: boolean
            hyperParameters:
              items:
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            inputDataConfig:
              items:
                properties:
                  channelName:
                    minLength: 1
                    pattern: '[A-Za-z0-9\.\-_]+'
                    type: string
                  compressionType:
                    enum:
                      - None
                      - Gzip
                    type: string
                  contentType:
                    type: string
                  dataSource:
                    properties:
                      fileSystemDataSource:
                        properties:
                          directoryPath:
                            type: string
                          fileSystemAccessMode:
                            type: string
                          fileSystemId:
                            type: string
                          fileSystemType:
                            type: string
                        required:
                          - directoryPath
                          - fileSystemAccessMode
                          - fileSystemId
                          - fileSystemType
                        type: object
                      s3DataSource:
                        properties:
                          attributeNames:
                            items:
                              type: string
                            type: array
                          s3DataDistributionType:
                            enum:
                              - FullyReplicated
                              - ShardedByS3Key
                            type: string
                          s3DataType:
                            enum:
                              - S3Prefix
                              - ManifestFile
                              - AugmentedManifestFile
                            type: string
                          s3Uri:
                            pattern: ^(https|s3)://([^/]+)/?(.*)$
                            type: string
                        required:
                          - s3DataType
                          - s3Uri
                        type: object
                    type: object
                  inputMode:
                    enum:
                      - Pipe
                      - File
                    type: string
                  recordWrapperType:
                    type: string
                  shuffleConfig:
                    properties:
                      seed:
                        format: int64
                        type: integer
                    required:
                      - seed
                    type: object
                required:
                  - channelName
                  - dataSource
                type: object
              minItems: 1
              type: array
            outputDataConfig:
              properties:
                kmsKeyId:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
                - s3OutputPath
              type: object
            region:
              minLength: 1
              type: string
            resourceConfig:
              properties:
                instanceCount:
                  format: int64
                  minimum: 1
                  type: integer
                instanceType:
                  minLength: 1
                  type: string
                volumeKmsKeyId:
                  type: string
                volumeSizeInGB:
                  format: int64
                  minimum: 1
                  type: integer
              required:
                - instanceCount
                - instanceType
                - volumeSizeInGB
              type: object
            roleArn:
              minLength: 20
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            stoppingCondition:
              properties:
                maxRuntimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
                maxWaitTimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
              type: object
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                  - key
                  - value
                type: object
              type: array
            tensorBoardOutputConfig:
              properties:
                localPath:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
                - s3OutputPath
              type: object
            trainingJobName:
              description: The SageMaker training job name. This is optional for the
                SageMaker K8s operator. If it is empty, the operator will populate
                it with a generated name.
              maxLength: 63
              type: string
            vpcConfig:
              properties:
                securityGroupIds:
                  items:
                    type: string
                  minItems: 1
                  type: array
                subnets:
                  items:
                    type: string
                  minItems: 1
                  type: array
              required:
                - securityGroupIds
                - subnets
              type: object
          required:
            - algorithmSpecification
            - outputDataConfig
            - resourceConfig
            - roleArn
            - region
            - stoppingCondition
          type: object
        status:
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            cloudWatchLogUrl:
              description: Cloud Watch url for training log
              type: string
            debugRuleEvaluationStatuses:
              description: Status of rule evaluation jobs, obtained from DebugRuleEvaluationStatuses.
                https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrainingJob.html#sagemaker-DescribeTrainingJob-response-DebugRuleEvaluationStatuses
              items:
                properties:
                  lastModifiedTime:
                    format: date-time
                    type: string
                  ruleConfigurationName:
                    type: string
                  ruleEvaluationJobArn:
                    type: string
                  ruleEvaluationStatus:
                    type: string
                  statusDetail:
                    type: string
                type: object
              type: array
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            modelPath:
              description: Full path to the training artifact (model)
              type: string
            sageMakerTrainingJobName:
              description: SageMaker training job name
              type: string
            secondaryStatus:
              description: The secondary, more granular status of the training job.
                https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-SecondaryStatus
              type: string
            trainingJobStatus:
              description: The status of the training job. https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-TrainingJobStatus
              type: string
          type: object
      required:
        - spec
      type: object
  versions:
    - name: v1
      served: true
      storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
