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components automl_hts_data_aggregation_step

github-actions[bot] edited this page Nov 5, 2024 · 11 revisions

AutoML HTS - Training Data Aggregation

automl_hts_data_aggregation_step

Overview

Version: 0.0.7

View in Studio: https://ml.azure.com/registries/azureml/components/automl_hts_data_aggregation_step/version/0.0.7

Inputs

Name Description Type Default Optional Enum
partitioned_data Partitioned data in uri_folder. uri_folder
metadata Metadata from setup step. uri_folder
instance_count Number of nodes in a compute cluster we will run the data aggregation step on. integer
max_concurrency_per_instance Number of processes that will be run concurrently on any given node. This number should not be larger than 1/2 of the number of cores in an individual node in the specified cluster integer
parallel_step_timeout_in_seconds The PRS step time out settings is seconds. integer 3600
enable_event_logger Enable event logger. boolean True True

Outputs

Name Description Type
output_metadata The calculated metadata from data aggregation step. uri_folder
aggregated_data The aggregated data. uri_folder
prs_output The PRS default output. uri_folder
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