Metadata-Version: 2.1
Name: tdprepview
Version: 0.1.0
Summary: Python Package that creates Data Preparation Pipeline in Teradata-SQL in Views
Author: Martin Hillebrand
Author-email: martin.hillebrand@teradata.com
Keywords: tdprepview,teradata,database,preprocessing,data engineering,data science
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Database
Requires-Python: >=3.8
License-File: LICENSE
License-File: AUTHORS.rst

==========
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

Credits
-----------

This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.

.. _Cookiecutter: https://github.com/audreyr/cookiecutter
.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage


=========
History
=========

0.1.0 (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

