Docker Batch Deployment - Teradata Vantage

ClearScape Analytics™ ModelOps User Guide

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Vantage
Release Number
7.1
Published
December 2024
ft:locale
en-US
ft:lastEdition
2024-12-13
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zdn1704469623418.ditamap
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azq1671041405318.ditaval
dita:id
rgn1654191066978
lifecycle
latest
Product Category
ClearScape

The deployment Properties are displayed in the first tab in three different sections: Model version deployment details, Deployment details, and Advanced. The Jobs tab displays the statistics which are directly linked with the scheduler to perform various operations. This tab is not displayed if the Enable scheduling option was cleared when you deployed the model.

Properties

The properties defined are displayed in read-only format.


Deployment details - Batch (read-only) view

If the Enable scheduling option was cleared when you deployed the model, no scheduling information is available and the deployment details indicate Publish only.


Deployment details - scheduling view

For details of deployment properties, see Deploying Models.

Jobs

The jobs for batch prediction or scoring are displayed. The Jobs tab also provides a view for the next execution date and time for the job that was set while deploying the model. You can trigger your job manually at any time by selecting Run Now, even when it has a schedule.

You can run a custom scoring job manually using the following properties:
  • Docker image
  • Notes
  • Advanced options
    • Resource template
    • Build properties

To view the live logs for your ongoing job or historic logs for a completed job, select > View Logs. The side pane opens to display in progress or historic logs with informative events metadata as well.

To view sample predictions for a successful job, select > View Predictions. The side panel opens with sample output information

Feature Drift, Prediction Drift, and Performance Drift

These tabs remain the same for all deployment types. See Drift Monitoring for details.