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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B700-1175
  1. Select a dataset template. For details, see Navigating a Dataset Template.
  2. Select Create Dataset.
  3. If Dataset Template with Catalog Type is set to 'None':
    1. Set properties in Basic tab as follows:
      4.dataset-catalog-type-none_basic-tab
      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.
    2. Select Next.
    3. Set the properties in Config tab for the defined scope:
      4.dataset-catalog-type-none_config-tab
      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.
    4. Select Create to save the dataset.
  4. If Dataset Template Catalog Type set to 'Vantage':
    1. 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.
    2. Select Next.
    3. 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.

    4. Select Create to save the dataset.