PySpark API Supportability Matrix | StandardScaler Function | pyspark2teradataml - StandardScaler - 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
December 2024
ft:locale
en-US
ft:lastEdition
2024-12-18
dita:mapPath
oeg1710443196055.ditamap
dita:ditavalPath
ayr1485454803741.ditaval
dita:id
oeg1710443196055
Product Category
Teradata Vantage

Arguments

This function internally uses Analytics Database functions ScaleFit and ScaleTransform through teradataml Analytics Database functions.

The input dataset should have a column with name id which should have unique values.

outputCols is ignored. All the scaled columns will have same names as they have before.

PySpark Argument Name Open Source Function Argument Name Notes
withMean with_mean  
withStd with_std  

Attributes/Methods

Attribute/Method Name Supported Notes
clear  
copy  
explainParam  
explainParams  
extractParamMap  
fit  
fitMultiple  
getInputCol  
getOrDefault  
getParam  
getOutputCol  
getWithMean  
getWithStd  
hasDefault  
hasParam  
isDefined  
isSet  
load  
read  
save  
set  
setInputCol  
setOutputCol  
setParams  
setWithMean  
setWithStd  
write  
inputCol  
outputCol  
fitIntercept  
params  
withMean  
withStd