semvec/pypi-packages huggingface dataset:
sandpaper 0.0.6
Simplified table-type data normalization
License: MIT License
Requires Python: >=2.7
Keywords: normalize,csv,excel,table,clean

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

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   :target: https://pypi.org/project/sandpaper/
   :alt: PyPi Status

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   :alt: Supported Versions

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   :target: https://pypi.org/project/sandpaper/
   :alt: Release Status

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   :alt: License

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   :alt: Code Coverage

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   :alt: Requirements Status

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Basic Usage
-----------

Learn more by reading the `documentation <https://sandpaper.readthedocs.io/en/latest/>`_!


.. 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')