Class: Aws::SageMaker::Types::EndpointInput
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::EndpointInput
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
Input object for the endpoint
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#end_time_offset ⇒ String
If specified, monitoring jobs substract this time from the end time.
-
#endpoint_name ⇒ String
An endpoint in customer’s account which has enabled ‘DataCaptureConfig` enabled.
-
#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 endpoint 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 Amazon S3 key.
-
#s3_input_mode ⇒ String
Whether the ‘Pipe` or `File` 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
#end_time_offset ⇒ String
If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs].
[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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 |
#endpoint_name ⇒ String
An endpoint in customer’s account which has enabled ‘DataCaptureConfig` enabled.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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 endpoint data is available to the container.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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 Amazon S3 key. Defaults to ‘FullyReplicated`
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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`.
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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].
[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html
19874 19875 19876 19877 19878 19879 19880 19881 19882 19883 19884 19885 19886 19887 19888 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 19874 class EndpointInput < Struct.new( :endpoint_name, :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 |