Introduction to Teradata pyspark2teradataml - Introduction to Teradata pyspark2teradataml - 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

teradatamlspk is the Python package name of Teradata product pyspark2teradataml. The teradatamlspk package is built as an extension of teradataml - a Teradata Package for Python.

Syntax and user accessibility of the teradatamlspk APIs are kept similar to PySpark APIs. This allows the existing PySpark workloads that runs on Spark engine to easily run on Teradata Vantage using ClearScape Analytics with minimal changes to the PySpark workloads.

teradatamlspk offers a function called pyspark2teradataml that enables conversion of a PySpark script to a teradatamlspk Python script. This function also generates HTML report for the conversion, which is useful for users to understand the changes done and carry out any manual changes in the generated teradatamlspk script, so that the script can be run on Vantage.