Get Ml Transforms

glue_get_ml_transforms

R Documentation

Gets a sortable, filterable list of existing Glue machine learning transforms

Description

Gets a sortable, filterable list of existing Glue machine learning transforms. Machine learning transforms are a special type of transform that use machine learning to learn the details of the transformation to be performed by learning from examples provided by humans. These transformations are then saved by Glue, and you can retrieve their metadata by calling get_ml_transforms.

Usage

glue_get_ml_transforms(NextToken, MaxResults, Filter, Sort)

Arguments

NextToken

A paginated token to offset the results.

MaxResults

The maximum number of results to return.

Filter

The filter transformation criteria.

Sort

The sorting criteria.

Value

A list with the following syntax:

list(
  Transforms = list(
    list(
      TransformId = "string",
      Name = "string",
      Description = "string",
      Status = "NOT_READY"|"READY"|"DELETING",
      CreatedOn = as.POSIXct(
        "2015-01-01"
      ),
      LastModifiedOn = as.POSIXct(
        "2015-01-01"
      ),
      InputRecordTables = list(
        list(
          DatabaseName = "string",
          TableName = "string",
          CatalogId = "string",
          ConnectionName = "string",
          AdditionalOptions = list(
            "string"
          )
        )
      ),
      Parameters = list(
        TransformType = "FIND_MATCHES",
        FindMatchesParameters = list(
          PrimaryKeyColumnName = "string",
          PrecisionRecallTradeoff = 123.0,
          AccuracyCostTradeoff = 123.0,
          EnforceProvidedLabels = TRUE|FALSE
        )
      ),
      EvaluationMetrics = list(
        TransformType = "FIND_MATCHES",
        FindMatchesMetrics = list(
          AreaUnderPRCurve = 123.0,
          Precision = 123.0,
          Recall = 123.0,
          F1 = 123.0,
          ConfusionMatrix = list(
            NumTruePositives = 123,
            NumFalsePositives = 123,
            NumTrueNegatives = 123,
            NumFalseNegatives = 123
          ),
          ColumnImportances = list(
            list(
              ColumnName = "string",
              Importance = 123.0
            )
          )
        )
      ),
      LabelCount = 123,
      Schema = list(
        list(
          Name = "string",
          DataType = "string"
        )
      ),
      Role = "string",
      GlueVersion = "string",
      MaxCapacity = 123.0,
      WorkerType = "Standard"|"G.1X"|"G.2X"|"G.025X"|"G.4X"|"G.8X"|"Z.2X",
      NumberOfWorkers = 123,
      Timeout = 123,
      MaxRetries = 123,
      TransformEncryption = list(
        MlUserDataEncryption = list(
          MlUserDataEncryptionMode = "DISABLED"|"SSE-KMS",
          KmsKeyId = "string"
        ),
        TaskRunSecurityConfigurationName = "string"
      )
    )
  ),
  NextToken = "string"
)

Request syntax

svc$get_ml_transforms(
  NextToken = "string",
  MaxResults = 123,
  Filter = list(
    Name = "string",
    TransformType = "FIND_MATCHES",
    Status = "NOT_READY"|"READY"|"DELETING",
    GlueVersion = "string",
    CreatedBefore = as.POSIXct(
      "2015-01-01"
    ),
    CreatedAfter = as.POSIXct(
      "2015-01-01"
    ),
    LastModifiedBefore = as.POSIXct(
      "2015-01-01"
    ),
    LastModifiedAfter = as.POSIXct(
      "2015-01-01"
    ),
    Schema = list(
      list(
        Name = "string",
        DataType = "string"
      )
    )
  ),
  Sort = list(
    Column = "NAME"|"TRANSFORM_TYPE"|"STATUS"|"CREATED"|"LAST_MODIFIED",
    SortDirection = "DESCENDING"|"ASCENDING"
  )
)