tdprepview 0.1.2

Python Package that creates Data Preparation Pipeline in Teradata-SQL in Views

tdprepview

Python Package that creates Data Preparation Pipeline in Teradata-SQL in Views

Installation

• pip install tdprepview

Features

• Pipeline class that allows creating in-DB preprocessing pipelines
• Several Preprocessor functions
• API similar to sklearn_pandas.DataFrameMapper

History

v0.1.0 (2023-02-15)

added

• First release on PyPI.
• Pipeline with fit and transform functions
• Preprocessor Functions
  • Impute
  • ImputeText
  • TryCast
  • Scale
  • CutOff
  • FixedWidthBinning
  • ThresholdBinarizer
  • ListBinarizer
  • VariableWidthBinning
  • LabelEncoder
  • CustomTransformer
• Notebooks for tests
• Demo Notebook

v0.1.2 (2023-02-15)

fixed

• added *.sql to MANIFEST.ln such that SQL templates are also part of the distribution.

changed

• HISTORY and README file from rst to Markdown