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Functional programming tools for data processing

Project description

https://readthedocs.org/projects/fntools/badge/?version=master
target:https://readthedocs.org/projects/fntools/?badge=master
alt:Documentation Status

fntools provides functional programming tools for data processing. This module is a set of functions that I needed in my work and found useful.

Installation

pip install fntools

Examples

  • Split a list of elements with factors with split:

    songs = ('Black', 'Even Flow', 'Amongst the waves', 'Sirens')
    albums = ('Ten', 'Ten', 'Backspacer', 'Lightning Bolt')
    print split(songs, albums)
    {'Lightning Bolt': ['Sirens'], 'Ten': ['Black', 'Even Flow'], 'Backspacer': ['Amongst the waves']}
    
  • Determine whether any element of a list is included in another list with any_in:

    print any_in(['Oceans', 'Big Wave'], ['Once', 'Alive', 'Oceans', 'Release'])
    True
    
    print any_in(['Better Man'], ['Man of the Hour', 'Thumbing my way'])
    False
    
  • Apply many functions on the data with dispatch:

    # Suppose we want to know the mean, the standard deviation and the median of
    # a distribution (here we use the standard normal distribution)
    
    import numpy as np
    np.random.seed(10)
    x = np.random.randn(10000)
    
    print dispatch(x, (np.mean, np.std, np.median))
    [0.0051020560019149385, 0.98966401277169491, 0.013111308495186252]
    

Many more useful functions are available. For more details, go to the documentation.

Inspirations

Project details


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