https://github.com/stephen-bunn/sandpaper

Python module for table type data normalization
https://github.com/stephen-bunn/sandpaper

csv excel normalization python

Last synced: 16 days ago
JSON representation

Python module for table type data normalization

• Host: GitHub
• URL: https://github.com/stephen-bunn/sandpaper
• Owner: stephen-bunn
• License: mit
• Created: 2017-10-19T13:06:03.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T06:34:26.000Z (about 2 years ago)
• Last Synced: 2024-12-16T09:37:14.664Z (about 1 month ago)
• Topics: csv, excel, normalization, python
• Language: Python
• Size: 306 KB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 6
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

Awesome Lists containing this project

README

        

.. image:: docs/source/_static/logo.png

   :align: center

|

.. image:: https://img.shields.io/pypi/v/sandpaper.svg

   :target: https://pypi.org/project/sandpaper/

   :alt: PyPi Status

.. image:: https://img.shields.io/pypi/pyversions/sandpaper.svg

   :target: https://pypi.org/project/sandpaper/

   :alt: Supported Versions

.. image:: https://img.shields.io/pypi/status/sandpaper.svg

   :target: https://pypi.org/project/sandpaper/

   :alt: Release Status

.. image:: https://img.shields.io/github/last-commit/stephen-bunn/sandpaper.svg

   :target: https://github.com/stephen-bunn/sandpaper

   :alt: Last Commit

.. image:: https://img.shields.io/github/license/stephen-bunn/sandpaper.svg

   :target: https://github.com/stephen-bunn/sandpaper/blob/master/LICENSE

   :alt: License

.. image:: https://readthedocs.org/projects/sandpaper/badge/?version=latest

   :target: http://sandpaper.readthedocs.io/en/latest/?badge=latest

   :alt: Documentation Status

.. image:: https://travis-ci.org/stephen-bunn/sandpaper.svg?branch=master

   :target: https://travis-ci.org/stephen-bunn/sandpaper

   :alt: Build Status

.. image:: https://codecov.io/gh/stephen-bunn/sandpaper/branch/master/graph/badge.svg

   :target: https://codecov.io/gh/stephen-bunn/sandpaper

   :alt: Code Coverage

.. image:: https://requires.io/github/stephen-bunn/sandpaper/requirements.svg?branch=master

   :target: https://requires.io/github/stephen-bunn/sandpaper/requirements/?branch=master

   :alt: Requirements Status

.. image:: https://img.shields.io/badge/Say%20Thanks-!-1EAEDB.svg

   :target: https://saythanks.io/to/stephen-bunn

   :alt: Say Thanks

Basic Usage

-----------

Learn more by reading the `documentation `_!

.. code:: python

   from sandpaper import SandPaper

   paper = SandPaper('my-sandpaper')\

      .strip(                                  # strip whitespace from column comment

         column_filter=r'comment'

      )\

      .translate_text({                        # get group id from column group

         r'^group_(\d+)$': '{0}'

      }, column_filter=r'group')\

      .translate_date({                        # normalize date from column date

         '%Y-%m-%d': '%c',

         '%m-%d': '%c'

      }, column_filter=r'date')

   # apply sandpaper rules to a source file and write results to a target file

   paper.apply('/home/you/source.csv', '/home/you/target.csv')