NAME

Paws::LookoutEquipment::CreateInferenceScheduler - Arguments for method CreateInferenceScheduler on Paws::LookoutEquipment

DESCRIPTION

This class represents the parameters used for calling the method CreateInferenceScheduler on the Amazon Lookout for Equipment service. Use the attributes of this class as arguments to method CreateInferenceScheduler.

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

SYNOPSIS

    my $lookoutequipment = Paws->service('LookoutEquipment');
    my $CreateInferenceSchedulerResponse =
      $lookoutequipment->CreateInferenceScheduler(
      ClientToken            => 'MyIdempotenceToken',
      DataInputConfiguration => {
        InferenceInputNameConfiguration => {
          ComponentTimestampDelimiter =>
            'MyComponentTimestampDelimiter',    # max: 1; OPTIONAL
          TimestampFormat => 'MyFileNameTimestampFormat',    # OPTIONAL
        },    # OPTIONAL
        InputTimeZoneOffset  => 'MyTimeZoneOffset',    # OPTIONAL
        S3InputConfiguration => {
          Bucket => 'MyS3Bucket',                      # min: 3, max: 63
          Prefix => 'MyS3Prefix',                      # max: 1024; OPTIONAL
        },    # OPTIONAL
      },
      DataOutputConfiguration => {
        S3OutputConfiguration => {
          Bucket => 'MyS3Bucket',    # min: 3, max: 63
          Prefix => 'MyS3Prefix',    # max: 1024; OPTIONAL
        },
        KmsKeyId => 'MyNameOrArn',    # min: 1, max: 2048; OPTIONAL
      },
      DataUploadFrequency      => 'PT5M',
      InferenceSchedulerName   => 'MyInferenceSchedulerName',
      ModelName                => 'MyModelName',
      RoleArn                  => 'MyIamRoleArn',
      DataDelayOffsetInMinutes => 1,                            # OPTIONAL
      ServerSideKmsKeyId       => 'MyNameOrArn',                # OPTIONAL
      Tags                     => [
        {
          Key   => 'MyTagKey',      # min: 1, max: 128
          Value => 'MyTagValue',    # max: 256
        },
        ...
      ],    # OPTIONAL
      );
    # Results:
    my $InferenceSchedulerArn =
      $CreateInferenceSchedulerResponse->InferenceSchedulerArn;
    my $InferenceSchedulerName =
      $CreateInferenceSchedulerResponse->InferenceSchedulerName;
    my $Status = $CreateInferenceSchedulerResponse->Status;
 # Returns a L<Paws::LookoutEquipment::CreateInferenceSchedulerResponse> 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/lookoutequipment/CreateInferenceScheduler>

ATTRIBUTES

REQUIRED ClientToken => Str

A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

DataDelayOffsetInMinutes => Int

A period of time (in minutes) by which inference on the data is delayed after the data starts. For instance, if you select an offset delay time of five minutes, inference will not begin on the data until the first data measurement after the five minute mark. For example, if five minutes is selected, the inference scheduler will wake up at the configured frequency with the additional five minute delay time to check the customer S3 bucket. The customer can upload data at the same frequency and they don't need to stop and restart the scheduler when uploading new data.

REQUIRED DataInputConfiguration => Paws::LookoutEquipment::InferenceInputConfiguration

Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.

REQUIRED DataOutputConfiguration => Paws::LookoutEquipment::InferenceOutputConfiguration

Specifies configuration information for the output results for the inference scheduler, including the S3 location for the output.

REQUIRED DataUploadFrequency => Str

How often data is uploaded to the source S3 bucket for the input data. The value chosen is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.

Valid values are: "PT5M", "PT10M", "PT15M", "PT30M", "PT1H"

REQUIRED InferenceSchedulerName => Str

The name of the inference scheduler being created.

REQUIRED ModelName => Str

The name of the previously trained ML model being used to create the inference scheduler.

REQUIRED RoleArn => Str

The Amazon Resource Name (ARN) of a role with permission to access the data source being used for the inference.

ServerSideKmsKeyId => Str

Provides the identifier of the AWS KMS customer master key (CMK) used to encrypt inference scheduler data by Amazon Lookout for Equipment.

Tags => ArrayRef[Paws::LookoutEquipment::Tag]

Any tags associated with the inference scheduler.

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>