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IndicoIo-python/indicoio/text/lang.py
T
2014-11-03 15:42:23 -05:00

27 lines
881 B
Python

from indicoio.utils import api_handler
def language(api_root, text):
"""
Given input text, returns a probability distribution over 33 possible
languages of what language the text was written in.
Example usage:
.. code-block:: python
>>> import indicoio
>>> import numpy as np
>>> text = 'Monday: Delightful with mostly sunny skies. Highs in the low 70s.'
>>> possible = indicoio.language(text)
>>> language = possible.keys()[np.argmax(possible.values())]
>>> probability = np.max(possible.values())
>>> 'Predicted %s with probability %.4f'%(language,probability)
u'Predicted English with probability 0.8548'
:param text: The text to be analyzed.
:type text: str or unicode
:rtype: Dictionary of language probability pairs
"""
return api_handler(text, api_root + "language")