Metadata-Version: 2.1
Name: nutsflow
Version: 1.0.38
Summary: A simple data-flow framework based on iterator chaining
Home-page: https://maet3608.github.io/nuts-flow
Author: Stefan Maetschke
Author-email: stefan.maetschke@gmail.com
License: Apache Software License (http://www.apache.org/licenses/LICENSE-2.0)
Download-URL: https://github.com/maet3608/nuts-flow
Description: 
        
        
        .. image:: pics/nutsflow_logo.gif
           :align: center
        
        - `Introduction <https://maet3608.github.io/nuts-flow/introduction.html>`_
        - `Installation <https://maet3608.github.io/nuts-flow/installation.html>`_
        - `Tutorial <https://maet3608.github.io/nuts-flow/tutorial/introduction.html>`_
        - `Documentation <https://maet3608.github.io/nuts-flow/>`_
        - `Github <https://github.com/maet3608/nuts-flow>`_
        
        **nuts-flow** is largely a thin wrapper around Pythonâ€™s *itertools* that allows
        the chaining of iterators using the ``>>`` operator. This leads to more
        readable code that highlights the flow of data. The following example shows
        two implementations of a simple data processing pipeline; the first based on
        *itertools* and the second using **nuts-flow**:
        
          >>> from itertools import islice, ifilter
          >>> list(islice(ifilter(lambda x: x > 5, xrange(10)), 3))
          [6, 7, 8]
        
        
          >>> from nutsflow import Range, Filter, Take, Collect, _
          >>> Range(10) >> Filter(_ > 5) >> Take(3) >> Collect()
          [6, 7, 8]
        
        Both examples extract the first three numbers within range [0, 9]
        that are greater than five. However, the **nuts-flow** pipeline
        is easier to understand than the nested *itertools* code.
        
        **nuts-flow** is the base for `nuts-ml <https://github.com/maet3608/nuts-ml>`_, 
        which is described `here <https://maet3608.github.io/nuts-ml/>`_ .
        
        
        .. image:: https://badge.fury.io/py/nutsflow.svg
           :target: https://badge.fury.io/py/nutsflow
        
        .. image:: https://img.shields.io/pypi/pyversions/nutsflow.svg
           :target: https://pypi.python.org/pypi/nutsflow/
        
        .. image:: https://travis-ci.org/maet3608/nuts-flow.svg?branch=master
           :target: https://travis-ci.org/maet3608/nuts-flow
        
        .. image:: https://coveralls.io/repos/github/maet3608/nuts-flow/badge.svg?branch=master
           :target: https://coveralls.io/github/maet3608/nuts-flow?branch=master
        
        .. image:: https://img.shields.io/github/issues/maet3608/nuts-flow.svg
           :target: https://github.com/maet3608/nuts-flow/issues
        
        .. image:: https://img.shields.io/badge/license-Apache%202-blue.svg
           :target: https://github.com/maet3608/nuts-ml/blob/master/LICENSE
        
        
        
        
        
Platform: any
Classifier: Development Status :: 5 - Production/Stable
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Natural Language :: English
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Description-Content-Type: text/x-rst
