# coding=utf-8
"""
Created on 18 January 2014
@author: Cenk Bircanoglu
"""
import math
import operator
from similarityPy.measure.similarity_measure import SimilarityMeasure
from similarityPy.measure.similarity_measure_type import SimilarityMeasureType
[docs]class EuclideanDistance(SimilarityMeasure):
similarity_measure_type = SimilarityMeasureType.DISTANCE_ABBR
def _algorithm(self):
if len(self._data) == 2:
point_a = self._data[0]
point_b = self._data[1]
if len(point_a) == len(point_b):
try:
total = sum(float(c) ** 2 for c in map(operator.sub, point_b, point_a))
self._result = math.sqrt(total)
except:
raise
else:
raise ArithmeticError("You cant calculate Euclidean distance of array has different sizes.")
else:
raise ArithmeticError("You must enter two array to find Euclidean distance.")