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"
)