Creating a Dataset - Teradata Vantage

ClearScape Analytics ModelOps User Guide

Deployment

VantageCloud

VantageCore

Edition

Enterprise

IntelliFlex

VMware

Product

Teradata Vantage

Release Number

7.0

Published

April 2023

Language

English (United States)

Last Update

2023-04-19

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rfi1654194187578.ditamap

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B700-1175

lifecycle

Product Category

ClearScape

Select a dataset template. For details, see Navigating a Dataset Template.
Select Create Dataset.

If Dataset Template with Catalog Type is set to 'None':

Set properties in Basic tab as follows:

Property	Description
Name	Specifies the dataset name.
Description	Specifies the description of the dataset.
Scope	Specifies the scope of the dataset. Training: The dataset will be used for model training. Evaluation: The dataset will be used for model evaluation.
Query	The query defined for the template displays here. You can update it if required.
Tags	Allows you to add tags to the dataset.

Select Next.

Set the properties in Config tab for the defined scope:

Property	Description
Custom Properties	The custom properties defined in the template displays here. You can add or update the custom properties in the form of key/value pair.
JSON	Lets you write JSON script instead of defining custom properties as key/value pair.
Query Preview	Shows the read-only query preview defined in the Basic tab.

Select Create to save the dataset.

If Dataset Template Catalog Type set to 'Vantage':

Set properties in Basic tab as follows:

4.create_dataset_basic-tab-catalog-type-vantage

Property	Description
Name	Specifies the dataset name.
Description	Specifies the description of the dataset.
Scope	Specifies the scope of the dataset. Training: The dataset will be used for model training. Evaluation: The dataset will be used for model evaluation.
Tags	Allows you to add tags to the dataset.

Select Next.

Set properties inEntity & Target tab as follows:

4.create_dataset_entity-and-target-tab-catalog-type-vantage

Property	Description
Query	Displays defined SQL query used to select variables (entity and targets) for the catalog in the dataset template.
Variables	Displays the metadata of the provided query and selected targets.

The displayed SQL query for entity and targets is the one defined when the dataset template was created. You can update the SQL while maintaining the sanity of existing entity and target variables. Select Validate to validate the entered query.

Optionally, you can also retrieve actual result of entity sample from SQL query and JOIN result of target variables and features defined while creating the dataset template by selecting Preview Data.

Select Create to save the dataset.