Class: Aws::SageMaker::Types::BatchTransformInput
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::BatchTransformInput
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Input object for the batch transform job.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#data_captured_destination_s3_uri ⇒ String
The Amazon S3 location being used to capture the data.
-
#dataset_format ⇒ Types::MonitoringDatasetFormat
The dataset format for your batch transform job.
-
#end_time_offset ⇒ String
If specified, monitoring jobs subtract this time from the end time.
-
#exclude_features_attribute ⇒ String
The attributes of the input data to exclude from the analysis.
-
#features_attribute ⇒ String
The attributes of the input data that are the input features.
-
#inference_attribute ⇒ String
The attribute of the input data that represents the ground truth label.
-
#local_path ⇒ String
Path to the filesystem where the batch transform data is available to the container.
-
#probability_attribute ⇒ String
In a classification problem, the attribute that represents the class probability.
-
#probability_threshold_attribute ⇒ Float
The threshold for the class probability to be evaluated as a positive result.
-
#s3_data_distribution_type ⇒ String
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
-
#s3_input_mode ⇒ String
Whether the
Pipe
orFile
is used as the input mode for transferring data for the monitoring job. -
#start_time_offset ⇒ String
If specified, monitoring jobs substract this time from the start time.
Instance Attribute Details
#data_captured_destination_s3_uri ⇒ String
The Amazon S3 location being used to capture the data.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#dataset_format ⇒ Types::MonitoringDatasetFormat
The dataset format for your batch transform job.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#end_time_offset ⇒ String
If specified, monitoring jobs subtract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#exclude_features_attribute ⇒ String
The attributes of the input data to exclude from the analysis.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#features_attribute ⇒ String
The attributes of the input data that are the input features.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#inference_attribute ⇒ String
The attribute of the input data that represents the ground truth label.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#local_path ⇒ String
Path to the filesystem where the batch transform data is available to the container.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#probability_attribute ⇒ String
In a classification problem, the attribute that represents the class probability.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#probability_threshold_attribute ⇒ Float
The threshold for the class probability to be evaluated as a positive result.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#s3_data_distribution_type ⇒ String
Whether input data distributed in Amazon S3 is fully replicated or
sharded by an S3 key. Defaults to FullyReplicated
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#s3_input_mode ⇒ String
Whether the Pipe
or File
is used as the input mode for
transferring data for the monitoring job. Pipe
mode is recommended
for large datasets. File
mode is useful for small files that fit
in memory. Defaults to File
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |
#start_time_offset ⇒ String
If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3107 class BatchTransformInput < Struct.new( :data_captured_destination_s3_uri, :dataset_format, :local_path, :s3_input_mode, :s3_data_distribution_type, :features_attribute, :inference_attribute, :probability_attribute, :probability_threshold_attribute, :start_time_offset, :end_time_offset, :exclude_features_attribute) SENSITIVE = [] include Aws::Structure end |