Multithreading and Concurrent Usage of Analytic Functions and Transformation of Data Frames

Teradata® Python Package User Guide

brand
Teradata Vantage
prodname
Teradata Python Package
vrm_release
16.20
category
User Guide
featnum
B700-4006-098K

The Teradata Python package 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.