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Describe Batch Predictions

machinelearning_describe_batch_predictions R Documentation

Returns a list of BatchPrediction operations that match the search criteria in the request

Description

Returns a list of BatchPrediction operations that match the search criteria in the request.

Usage

machinelearning_describe_batch_predictions(FilterVariable, EQ, GT, LT,
  GE, LE, NE, Prefix, SortOrder, NextToken, Limit)

Arguments

FilterVariable

Use one of the following variables to filter a list of BatchPrediction:

  • CreatedAt - Sets the search criteria to the BatchPrediction creation date.

  • Status - Sets the search criteria to the BatchPrediction status.

  • Name - Sets the search criteria to the contents of the BatchPrediction Name.

  • IAMUser - Sets the search criteria to the user account that invoked the BatchPrediction creation.

  • MLModelId - Sets the search criteria to the MLModel used in the BatchPrediction.

  • DataSourceId - Sets the search criteria to the DataSource used in the BatchPrediction.

  • DataURI - Sets the search criteria to the data file(s) used in the BatchPrediction. The URL can identify either a file or an Amazon Simple Storage Solution (Amazon S3) bucket or directory.

EQ

The equal to operator. The BatchPrediction results will have FilterVariable values that exactly match the value specified with EQ.

GT

The greater than operator. The BatchPrediction results will have FilterVariable values that are greater than the value specified with GT.

LT

The less than operator. The BatchPrediction results will have FilterVariable values that are less than the value specified with LT.

GE

The greater than or equal to operator. The BatchPrediction results will have FilterVariable values that are greater than or equal to the value specified with GE.

LE

The less than or equal to operator. The BatchPrediction results will have FilterVariable values that are less than or equal to the value specified with LE.

NE

The not equal to operator. The BatchPrediction results will have FilterVariable values not equal to the value specified with NE.

Prefix

A string that is found at the beginning of a variable, such as Name or Id.

For example, a ⁠Batch Prediction⁠ operation could have the Name 2014-09-09-HolidayGiftMailer. To search for this BatchPrediction, select Name for the FilterVariable and any of the following strings for the Prefix:

  • 2014-09

  • 2014-09-09

  • 2014-09-09-Holiday

SortOrder

A two-value parameter that determines the sequence of the resulting list of MLModels.

  • asc - Arranges the list in ascending order (A-Z, 0-9).

  • dsc - Arranges the list in descending order (Z-A, 9-0).

Results are sorted by FilterVariable.

NextToken

An ID of the page in the paginated results.

Limit

The number of pages of information to include in the result. The range of acceptable values is 1 through 100. The default value is 100.

Value

A list with the following syntax: 

list(
  Results = list(
    list(
      BatchPredictionId = "string",
      MLModelId = "string",
      BatchPredictionDataSourceId = "string",
      InputDataLocationS3 = "string",
      CreatedByIamUser = "string",
      CreatedAt = as.POSIXct(
        "2015-01-01"
      ),
      LastUpdatedAt = as.POSIXct(
        "2015-01-01"
      ),
      Name = "string",
      Status = "PENDING"|"INPROGRESS"|"FAILED"|"COMPLETED"|"DELETED",
      OutputUri = "string",
      Message = "string",
      ComputeTime = 123,
      FinishedAt = as.POSIXct(
        "2015-01-01"
      ),
      StartedAt = as.POSIXct(
        "2015-01-01"
      ),
      TotalRecordCount = 123,
      InvalidRecordCount = 123
    )
  ),
  NextToken = "string"
)

Request syntax

svc$describe_batch_predictions(
  FilterVariable = "CreatedAt"|"LastUpdatedAt"|"Status"|"Name"|"IAMUser"|"MLModelId"|"DataSourceId"|"DataURI",
  EQ = "string",
  GT = "string",
  LT = "string",
  GE = "string",
  LE = "string",
  NE = "string",
  Prefix = "string",
  SortOrder = "asc"|"dsc",
  NextToken = "string",
  Limit = 123
)