Describe Model Version

lookoutequipment_describe_model_version

R Documentation

Retrieves information about a specific machine learning model version

Description

Retrieves information about a specific machine learning model version.

Usage

lookoutequipment_describe_model_version(ModelName, ModelVersion)

Arguments

ModelName

[required] The name of the machine learning model that this version belongs to.

ModelVersion

[required] The version of the machine learning model.

Value

A list with the following syntax:

list(
  ModelName = "string",
  ModelArn = "string",
  ModelVersion = 123,
  ModelVersionArn = "string",
  Status = "IN_PROGRESS"|"SUCCESS"|"FAILED"|"IMPORT_IN_PROGRESS"|"CANCELED",
  SourceType = "TRAINING"|"RETRAINING"|"IMPORT",
  DatasetName = "string",
  DatasetArn = "string",
  Schema = "string",
  LabelsInputConfiguration = list(
    S3InputConfiguration = list(
      Bucket = "string",
      Prefix = "string"
    ),
    LabelGroupName = "string"
  ),
  TrainingDataStartTime = as.POSIXct(
    "2015-01-01"
  ),
  TrainingDataEndTime = as.POSIXct(
    "2015-01-01"
  ),
  EvaluationDataStartTime = as.POSIXct(
    "2015-01-01"
  ),
  EvaluationDataEndTime = as.POSIXct(
    "2015-01-01"
  ),
  RoleArn = "string",
  DataPreProcessingConfiguration = list(
    TargetSamplingRate = "PT1S"|"PT5S"|"PT10S"|"PT15S"|"PT30S"|"PT1M"|"PT5M"|"PT10M"|"PT15M"|"PT30M"|"PT1H"
  ),
  TrainingExecutionStartTime = as.POSIXct(
    "2015-01-01"
  ),
  TrainingExecutionEndTime = as.POSIXct(
    "2015-01-01"
  ),
  FailedReason = "string",
  ModelMetrics = "string",
  LastUpdatedTime = as.POSIXct(
    "2015-01-01"
  ),
  CreatedAt = as.POSIXct(
    "2015-01-01"
  ),
  ServerSideKmsKeyId = "string",
  OffCondition = "string",
  SourceModelVersionArn = "string",
  ImportJobStartTime = as.POSIXct(
    "2015-01-01"
  ),
  ImportJobEndTime = as.POSIXct(
    "2015-01-01"
  ),
  ImportedDataSizeInBytes = 123,
  PriorModelMetrics = "string",
  RetrainingAvailableDataInDays = 123,
  AutoPromotionResult = "MODEL_PROMOTED"|"MODEL_NOT_PROMOTED"|"RETRAINING_INTERNAL_ERROR"|"RETRAINING_CUSTOMER_ERROR"|"RETRAINING_CANCELLED",
  AutoPromotionResultReason = "string",
  ModelDiagnosticsOutputConfiguration = list(
    S3OutputConfiguration = list(
      Bucket = "string",
      Prefix = "string"
    ),
    KmsKeyId = "string"
  ),
  ModelDiagnosticsResultsObject = list(
    Bucket = "string",
    Key = "string"
  ),
  ModelQuality = "QUALITY_THRESHOLD_MET"|"CANNOT_DETERMINE_QUALITY"|"POOR_QUALITY_DETECTED"
)

Request syntax

svc$describe_model_version(
  ModelName = "string",
  ModelVersion = 123
)