pandas_validator 0.2.0

Validate the pandas objects such as DataFrame and Series.

Validates the pandas object such as DataFrame and Series. And this can define validator like django form class.

class SampleDataFrameValidator(validators.DataFrameValidator):
    row_num = 5
    column_num = 2
    label1 = validators.IntegerColumnValidator('label1', min_value=0, max_value=10)
    label2 = validators.FloatColumnValidator('label2', min_value=0, max_value=10)

Getting Started

Installation

$ pip install pandas_validator

Usage

Please see the following demo written by ipython notebook.

• Demo in Japanese

• Demo in English

Documentation

The latest documentation is hosted at ReadTheDocs.

http://pandas-validator.readthedocs.org

Requirements

• Traget Python version is 2.7, 3.4

• pandas

License

This software is licensed under the MIT License.

Resources

• Github

• PyPI

CHANGES

0.2.0 (2015-05-24)

• Support char type validation

• flake8 testing

0.1.0 (2015-05-22)

Initial release.

• Support integer series validator

• Support float series validator

• Support dataframe validator

• Testing on python2.7 and python 3.4

0.0.0 (2015-05-17)

Create this project.