/ 
Paws-0.46
River stage two • 9 direct dependents • 11 total dependents
/ Paws::Glue::UpdateMLTransform

NAME

Paws::Glue::UpdateMLTransform - Arguments for method UpdateMLTransform on Paws::Glue

DESCRIPTION

This class represents the parameters used for calling the method UpdateMLTransform on the AWS Glue service. Use the attributes of this class as arguments to method UpdateMLTransform.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to UpdateMLTransform.

SYNOPSIS

my $glue = Paws->service('Glue');
my $UpdateMLTransformResponse = $glue->UpdateMLTransform(
  TransformId     => 'MyHashString',
  Description     => 'MyDescriptionString',    # OPTIONAL
  GlueVersion     => 'MyGlueVersionString',    # OPTIONAL
  MaxCapacity     => 1,                        # OPTIONAL
  MaxRetries      => 1,                        # OPTIONAL
  Name            => 'MyNameString',           # OPTIONAL
  NumberOfWorkers => 1,                        # OPTIONAL
  Parameters      => {
    TransformType         => 'FIND_MATCHES',    # values: FIND_MATCHES
    FindMatchesParameters => {
      AccuracyCostTradeoff    => 1,             # max: 1; OPTIONAL
      EnforceProvidedLabels   => 1,             # OPTIONAL
      PrecisionRecallTradeoff => 1,             # max: 1; OPTIONAL
      PrimaryKeyColumnName    =>
        'MyColumnNameString',    # min: 1, max: 1024; OPTIONAL
    },    # OPTIONAL
  },    # OPTIONAL
  Role       => 'MyRoleString',    # OPTIONAL
  Timeout    => 1,                 # OPTIONAL
  WorkerType => 'Standard',        # OPTIONAL
);

# Results:
my $TransformId = $UpdateMLTransformResponse->TransformId;

# Returns a L<Paws::Glue::UpdateMLTransformResponse> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/glue/UpdateMLTransform

ATTRIBUTES

Description => Str

A description of the transform. The default is an empty string.

GlueVersion => Str

This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions (https://docs.aws.amazon.com/glue/latest/dg/release-notes.html#release-notes-versions) in the developer guide.

MaxCapacity => Num

The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page (https://aws.amazon.com/glue/pricing/).

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

MaxRetries => Int

The maximum number of times to retry a task for this transform after a task run fails.

Name => Str

The unique name that you gave the transform when you created it.

NumberOfWorkers => Int

The number of workers of a defined workerType that are allocated when this task runs.

Parameters => Paws::Glue::TransformParameters

The configuration parameters that are specific to the transform type (algorithm) used. Conditionally dependent on the transform type.

Role => Str

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.

Timeout => Int

The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

REQUIRED TransformId => Str

A unique identifier that was generated when the transform was created.

WorkerType => Str

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

  • For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

  • For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

  • For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

Valid values are: "Standard", "G.1X", "G.2X"

SEE ALSO

This class forms part of Paws, documenting arguments for method UpdateMLTransform in Paws::Glue

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues