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AppsDataRobot ToolsDatarobot Create Dataset Definitions Chunk Definitions

DataRobot Tools

Datarobot Create Dataset Definitions Chunk Definitions

Utilisez Datarobot Create Dataset Definitions Chunk Definitions avec DataRobot Tools via Aident Loadout. Vérifiez les entrées, sorties, la configuration, le tarif et le risque avant exécution.

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Utiliser Datarobot Create Dataset Definitions Chunk Definitions

Description du fournisseur

Tool to create a chunk definition for a dataset definition in DataRobot. Use when you need to define how to partition a dataset into chunks for distributed processing or validation strategies.

Tarifs et limites

Tarif: Action gratuite
Paiement unifié: Non pris en charge actuellement

Entrées

namestring
The name of the chunk definition. If omitted, a default name will be generated.
targetClassstring
Target class value. Required when partitionMethod is 'stratified'.
targetColumnstring
Target column name. Required when partitionMethod is 'stratified'.
orderByColumnsarray
List of column names to use for sorting the data. Only applicable for row-based chunking. Maximum 10 columns allowed.
partitionMethodstring
Obligatoire
The partition method to use for chunking the dataset.
isDescendingOrderboolean
Whether to sort data in descending order. Only applicable for row-based chunking with orderByColumns.
otvTrainingEndDatestring
The end date of training data in ISO 8601 format (e.g., '2023-01-31' or '2023-01-31T23:59:59'). Used with 'date' partition method for Over Time Validation (OTV).
datasetDefinitionIdstring
Obligatoire
The ID of the dataset definition to create a chunk definition for. Use DATAROBOT_LIST_DATASET_DEFINITIONS to find available dataset definition IDs.
chunkingStrategyTypestring
Chunking strategy type options.
otvValidationEndDatestring
The end date of validation scoring data in ISO 8601 format. Required when otvValidationStartDate is specified. Used with 'date' partition method for Over Time Validation (OTV).
otvValidationStartDatestring
The start date of validation scoring data in ISO 8601 format. Required when otvValidationEndDate is specified. Used with 'date' partition method for Over Time Validation (OTV).
datetimePartitionColumnstring
Date/time column name for partitioning. Required when partitionMethod is 'date'.

Sortie observable

data
Obligatoire
Data from the action execution
errorstring
Error if any occurred during the execution of the action
successfulboolean
Obligatoire
Whether or not the action execution was successful or not

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