Step 2: Review the HTML Report | teradataml open-source machine learning - Step 2: Review the HTML Report - Teradata Package for Python

Teradata® pyspark2teradataml User Guide

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Package for Python
Release Number
20.00
Published
March 2024
Language
English (United States)
Last Update
2024-04-11
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Product Category
Teradata Vantage

Generated Python script may or may not run directly on Vantage.

The utility function pyspark2teradataml takes care of most of the conversion, but there may be some instances where generated script requires additional manual changes. Look at the generated HTML file to understand the instances require manual changes

The generated HTML file contains notes for the script with line number and a note it is applicable for. Notes are in three different colors as specified in the following list:

  • black: Notes which are colored in black do not need any attention.

    These notes give additional information about the APIs used in script to user.

  • blue: Notes which are colored in blue need user attention.

    These APIs have functionality but there may be some differences in functionality when compared with PySpark.

    These notes specify the exact differences for you to change the references of those APIs manually in script.

  • red: Notes which are colored in red need user attention.

    These APIs do not have functionality in teradatamlspk. You need to achieve the functionality through some other ways.

Act on the notes generated in the HTML report before running the resulting script with the data in Vantage.