DescribeAutoMLJobResponse (p.awso.0.9.1.doc.awso.sagemaker.Awso_sagemaker.Values

Sourcetype nonrec t = {

autoMLJobName : Values_0.AutoMLJobName.t option;
(*
Returns the name of the AutoML job.
*)
autoMLJobArn : Values_0.AutoMLJobArn.t option;
(*
Returns the ARN of the AutoML job.
*)
inputDataConfig : Values_0.AutoMLInputDataConfig.t option;
(*
Returns the input data configuration for the AutoML job.
*)
outputDataConfig : Values_0.AutoMLOutputDataConfig.t option;
(*
Returns the job's output data config.
*)
roleArn : Values_0.RoleArn.t option;
(*
The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.
*)
autoMLJobObjective : Values_0.AutoMLJobObjective.t option;
(*
Returns the job's objective.
*)
problemType : Values_0.ProblemType.t option;
(*
Returns the job's problem type.
*)
autoMLJobConfig : Values_0.AutoMLJobConfig.t option;
(*
Returns the configuration for the AutoML job.
*)
creationTime : Values_0.Timestamp.t option;
(*
Returns the creation time of the AutoML job.
*)
endTime : Values_0.Timestamp.t option;
(*
Returns the end time of the AutoML job.
*)
lastModifiedTime : Values_0.Timestamp.t option;
(*
Returns the job's last modified time.
*)
failureReason : Values_0.AutoMLFailureReason.t option;
(*
Returns the failure reason for an AutoML job, when applicable.
*)
partialFailureReasons : Values_0.AutoMLPartialFailureReasons.t option;
(*
Returns a list of reasons for partial failures within an AutoML job.
*)
bestCandidate : Values_0.AutoMLCandidate.t option;
(*
The best model candidate selected by SageMaker AI Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.
*)
autoMLJobStatus : Values_0.AutoMLJobStatus.t option;
(*
Returns the status of the AutoML job.
*)
autoMLJobSecondaryStatus : Values_0.AutoMLJobSecondaryStatus.t option;
(*
Returns the secondary status of the AutoML job.
*)
generateCandidateDefinitionsOnly : Values_0.GenerateCandidateDefinitionsOnly.t option;
(*
Indicates whether the output for an AutoML job generates candidate definitions only.
*)
autoMLJobArtifacts : Values_0.AutoMLJobArtifacts.t option;
(*
Returns information on the job's artifacts found in AutoMLJobArtifacts.
*)
resolvedAttributes : ResolvedAttributes.t option;
(*
Contains ProblemType, AutoMLJobObjective, and CompletionCriteria. If you do not provide these values, they are inferred.
*)
modelDeployConfig : Values_0.ModelDeployConfig.t option;
(*
Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.
*)
modelDeployResult : ModelDeployResult.t option;
(*
Provides information about endpoint for the model deployment.
*)

}

Sourcetype nonrec error = [

| `ResourceNotFound of Values_0.ResourceNotFound.t
| `Unknown_operation_error of string * string option

]

val make : 
  ?autoMLJobName:??? ->
  ?autoMLJobArn:??? ->
  ?inputDataConfig:??? ->
  ?outputDataConfig:??? ->
  ?roleArn:??? ->
  ?autoMLJobObjective:??? ->
  ?problemType:??? ->
  ?autoMLJobConfig:??? ->
  ?creationTime:??? ->
  ?endTime:??? ->
  ?lastModifiedTime:??? ->
  ?failureReason:??? ->
  ?partialFailureReasons:??? ->
  ?bestCandidate:??? ->
  ?autoMLJobStatus:??? ->
  ?autoMLJobSecondaryStatus:??? ->
  ?generateCandidateDefinitionsOnly:??? ->
  ?autoMLJobArtifacts:??? ->
  ?resolvedAttributes:??? ->
  ?modelDeployConfig:??? ->
  ?modelDeployResult:??? ->
  unit ->
  t

Source

val error_of_json : 
  string ->
  Yojson.Safe.t ->
  [> `ResourceNotFound of Values_0.ResourceNotFound.t
  | `Unknown_operation_error of string * string option ]

Source

val error_of_xml : 
  string ->
  Awso.Xml.t ->
  [> `ResourceNotFound of Values_0.ResourceNotFound.t
  | `Unknown_operation_error of string * string option ]

Sourceval error_to_json : error -> Yojson.Safe.t

Source

val to_value : 
  t ->
  [> `Structure of
       (string
        * [> `Boolean of Values_0.GenerateCandidateDefinitionsOnly.t
          | `Enum of string
          | `List of
            [> `Structure of
                 (string
                  * [> `Enum of string
                    | `String of string
                    | `Structure of
                      (string
                       * [> `Structure of
                              (string
                               * [> `Enum of string | `String of string ])
                                list ])
                        list ])
                   list ]
              list
          | `String of Values_0.AutoMLJobName.t
          | `Structure of
            (string
             * [> `Boolean of bool
               | `Enum of string
               | `List of
                 [> `Structure of
                      (string
                       * [> `Enum of string
                         | `Map of
                           ([> `String of string ] * [> `String of string ])
                             list
                         | `String of string ])
                        list ]
                   list
               | `Map of
                 ([> `Enum of string ]
                  * [> `List of
                         [> `Structure of
                              (string
                               * [> `Map of
                                      ([> `String of string ]
                                       * [> `String of string ])
                                        list
                                 | `String of string ])
                                list ]
                           list ])
                   list
               | `String of string
               | `Structure of
                 (string
                  * [> `Boolean of bool
                    | `Enum of string
                    | `Float of float
                    | `Integer of int
                    | `List of
                      [> `Structure of
                           (string
                            * [> `Enum of string
                              | `Float of float
                              | `List of [> `Enum of string ] list ])
                             list ]
                        list
                    | `String of string
                    | `Structure of
                      (string
                       * [> `List of [> `String of string ] list
                         | `String of string ])
                        list ])
                   list
               | `Timestamp of string ])
              list
          | `Timestamp of Values_0.Timestamp.t ])
         list ]

Sourceval to_query : t -> Awso.Client.Query.t

Sourceval of_xml : Awso.Xml.t -> t

Sourceval of_string : string -> t

Sourceval of_json : Yojson.Safe.t -> t

Sourceval to_json : t -> Yojson.Safe.t