List Models

lookoutequipment_list_models

R Documentation

Generates a list of all models in the account, including model name and ARN, dataset, and status

Description

Generates a list of all models in the account, including model name and ARN, dataset, and status.

Usage

lookoutequipment_list_models(NextToken, MaxResults, Status,
  ModelNameBeginsWith, DatasetNameBeginsWith)

Arguments

NextToken	An opaque pagination token indicating where to continue the listing of machine learning models.
MaxResults	Specifies the maximum number of machine learning models to list.
Status	The status of the machine learning model.
ModelNameBeginsWith	The beginning of the name of the machine learning models being listed.
DatasetNameBeginsWith	The beginning of the name of the dataset of the machine learning models to be listed.

Value

A list with the following syntax:

list(
  NextToken = "string",
  ModelSummaries = list(
    list(
      ModelName = "string",
      ModelArn = "string",
      DatasetName = "string",
      DatasetArn = "string",
      Status = "IN_PROGRESS"|"SUCCESS"|"FAILED"|"IMPORT_IN_PROGRESS",
      CreatedAt = as.POSIXct(
        "2015-01-01"
      ),
      ActiveModelVersion = 123,
      ActiveModelVersionArn = "string",
      LatestScheduledRetrainingStatus = "IN_PROGRESS"|"SUCCESS"|"FAILED"|"IMPORT_IN_PROGRESS"|"CANCELED",
      LatestScheduledRetrainingModelVersion = 123,
      LatestScheduledRetrainingStartTime = as.POSIXct(
        "2015-01-01"
      ),
      NextScheduledRetrainingStartDate = as.POSIXct(
        "2015-01-01"
      ),
      RetrainingSchedulerStatus = "PENDING"|"RUNNING"|"STOPPING"|"STOPPED",
      ModelDiagnosticsOutputConfiguration = list(
        S3OutputConfiguration = list(
          Bucket = "string",
          Prefix = "string"
        ),
        KmsKeyId = "string"
      ),
      ModelQuality = "QUALITY_THRESHOLD_MET"|"CANNOT_DETERMINE_QUALITY"|"POOR_QUALITY_DETECTED"
    )
  )
)

Request syntax

svc$list_models(
  NextToken = "string",
  MaxResults = 123,
  Status = "IN_PROGRESS"|"SUCCESS"|"FAILED"|"IMPORT_IN_PROGRESS",
  ModelNameBeginsWith = "string",
  DatasetNameBeginsWith = "string"
)