Multithreading and Concurrent Usage Limitations | Teradata Package for Python - 17.00 - Multithreading and Concurrent Usage Limitations - Teradata Package for Python

Teradata® Package for Python User Guide

Product
Teradata Package for Python
Release Number
17.00
Release Date
November 2021
Content Type
User Guide
Publication ID
B700-4006-070K
Language
English (United States)

The Teradata Package for Python does not support multithreading and concurrent usage of the following operations:

  • Analytic functions for model creations

    For example, calling an analytic function, such as glm, kmeans and so forth, from multiple threads by passing different functional parameters to the same API in each thread.

  • Analytic functions for prediction

    For example, calling an analytic predict function, such as glmpredict, from multiple threads by passing different functional parameters to the same API in each thread.

  • Transformations of data frames

    For example, performing transformation on the same teradataml DataFrame from multiple threads.