# Copyright (c) 2018 luozhouyang # # Permission is hereby granted, free of charge, to any person obtaining a copy # 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 # copies of the Software, and to permit persons to whom the Software is # 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 # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # 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