# -*- coding: utf-8 -*-
# Natural Language Toolkit: Interface to the HunPos POS-tagger
#
# Copyright (C) 2001-2015 NLTK Project
# Author: Peter Ljunglöf <peter.ljunglof@heatherleaf.se>
#         Dávid Márk Nemeskey <nemeskeyd@gmail.com> (modifications)
#         Attila Zséder <zseder@gmail.com> (modifications)
# URL: <http://nltk.org/>
# For license information, see LICENSE.TXT

"""
A module for interfacing with the HunPos open-source POS-tagger.
"""

import os
from subprocess import Popen, PIPE

from nltk.internals import find_binary, find_file
from nltk.tag.api import TaggerI
from nltk import compat

_hunpos_url = 'http://code.google.com/p/hunpos/'

_hunpos_charset = 'ISO-8859-1'
"""The default encoding used by hunpos: ISO-8859-1."""

class HunposTagger(TaggerI):
    """
    A class for pos tagging with HunPos. The input is the paths to:
     - a model trained on training data
     - (optionally) the path to the hunpos-tag binary
     - (optionally) the encoding of the training data (default: ISO-8859-1)

    Example:

        >>> from nltk.tag import HunposTagger
        >>> ht = HunposTagger('en_wsj.model')
        >>> ht.tag('What is the airspeed of an unladen swallow ?'.split())
        [('What', 'WP'), ('is', 'VBZ'), ('the', 'DT'), ('airspeed', 'NN'), ('of', 'IN'), ('an', 'DT'), ('unladen', 'NN'), ('swallow', 'VB'), ('?', '.')]
        >>> ht.close()

    This class communicates with the hunpos-tag binary via pipes. When the
    tagger object is no longer needed, the close() method should be called to
    free system resources. The class supports the context manager interface; if
    used in a with statement, the close() method is invoked automatically:

        >>> with HunposTagger('en_wsj.model') as ht:
        ...     ht.tag('What is the airspeed of an unladen swallow ?'.split())
        ...
        [('What', 'WP'), ('is', 'VBZ'), ('the', 'DT'), ('airspeed', 'NN'), ('of', 'IN'), ('an', 'DT'), ('unladen', 'NN'), ('swallow', 'VB'), ('?', '.')]
    """

    def __init__(self, path_to_model, path_to_bin=None,
                 encoding=_hunpos_charset, verbose=False):
        """
        Starts the hunpos-tag executable and establishes a connection with it.

        :param path_to_model: The model file.
        :param path_to_bin: The hunpos-tag binary.
        :param encoding: The encoding used by the model. Unicode tokens
            passed to the tag() and tag_sents() methods are converted to
            this charset when they are sent to hunpos-tag.
            The default is ISO-8859-1 (Latin-1).

            This parameter is ignored for str tokens, which are sent as-is.
            The caller must ensure that tokens are encoded in the right charset.
        """
        self._closed = True
        hunpos_paths = ['.', '/usr/bin', '/usr/local/bin', '/opt/local/bin',
                        '/Applications/bin', '~/bin', '~/Applications/bin']
        hunpos_paths = list(map(os.path.expanduser, hunpos_paths))

        self._hunpos_bin = find_binary(
            'hunpos-tag', path_to_bin,
            env_vars=('HUNPOS_TAGGER',),
            searchpath=hunpos_paths,
            url=_hunpos_url,
            verbose=verbose
        )

        self._hunpos_model = find_file(
            path_to_model, env_vars=('HUNPOS_TAGGER',), verbose=verbose)
        self._encoding = encoding
        self._hunpos = Popen([self._hunpos_bin, self._hunpos_model],
                             shell=False, stdin=PIPE, stdout=PIPE, stderr=PIPE)
        self._closed = False

    def __del__(self):
        self.close()

    def close(self):
        """Closes the pipe to the hunpos executable."""
        if not self._closed:
            self._hunpos.communicate()
            self._closed = True

    def __enter__(self):
        return self
    def __exit__(self, exc_type, exc_value, traceback):
        self.close()

    def tag(self, tokens):
        """Tags a single sentence: a list of words.
        The tokens should not contain any newline characters.
        """
        for token in tokens:
            assert "\n" not in token, "Tokens should not contain newlines"
            if isinstance(token, compat.text_type):
                token = token.encode(self._encoding)
            self._hunpos.stdin.write(token + b"\n")
        # We write a final empty line to tell hunpos that the sentence is finished:
        self._hunpos.stdin.write(b"\n")
        self._hunpos.stdin.flush()

        tagged_tokens = []
        for token in tokens:
            tagged = self._hunpos.stdout.readline().strip().split(b"\t")
            tag = (tagged[1] if len(tagged) > 1 else None)
            tagged_tokens.append((token, tag))
        # We have to read (and dismiss) the final empty line:
        self._hunpos.stdout.readline()

        return tagged_tokens

# skip doctests if Hunpos tagger is not installed
def setup_module(module):
    from nose import SkipTest
    try:
        HunposTagger('en_wsj.model')
    except LookupError:
        raise SkipTest("HunposTagger is not available")

if __name__ == "__main__":
    import doctest
    doctest.testmod(optionflags=doctest.NORMALIZE_WHITESPACE)
