python-string-similarity/strsimpy/shingle_based.py

# Copyright (c) 2018 luozhouyang
#
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# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# SOFTWARE.

import re

_SPACE_PATTERN = re.compile("\\s+")


class ShingleBased:

    def __init__(self, k=3):
        self.k = k

    def get_k(self):
        return self.k

    def get_profile(self, string):
        shingles = dict()
        no_space_str = _SPACE_PATTERN.sub(" ", string)
        for i in range(len(no_space_str) - self.k + 1):
            shingle = no_space_str[i:i + self.k]
            old = shingles.get(shingle)
            if old:
                shingles[str(shingle)] = int(old + 1)
            else:
                shingles[str(shingle)] = 1
        return shingles