mirror of
https://github.com/wassname/IndicoIo-python.git
synced 2026-06-27 16:10:34 +08:00
Chris Lee
28 lines
1.1 KiB
Python
28 lines
1.1 KiB
Python
from indicoio.utils.api import api_handler
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import indicoio.config as config
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def language(text, cloud=None, batch=False, api_key=None, version=None, **kwargs):
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"""
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Given input text, returns a probability distribution over 33 possible
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languages of what language the text was written in.
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Example usage:
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.. code-block:: python
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>>> import indicoio
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>>> import numpy as np
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>>> text = 'Monday: Delightful with mostly sunny skies. Highs in the low 70s.'
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>>> possible = indicoio.language(text)
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>>> language = possible.keys()[np.argmax(possible.values())]
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>>> probability = np.max(possible.values())
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>>> 'Predicted %s with probability %.4f'%(language,probability)
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u'Predicted English with probability 0.8548'
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:param text: The text to be analyzed.
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:type text: str or unicode
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:rtype: Dictionary of language probability pairs
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"""
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url_params = {"batch": batch, "api_key": api_key, "version": version}
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return api_handler(text, cloud=cloud, api="language", url_params=url_params, **kwargs)
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