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Python > 2つのfloat値の比較 > sys.float_info.epsilonを使う

Last updated at Posted at 2017-04-13

2つのfloat値が「ほぼ同じ値か」のチェックとして、CではFLT_EPSILONを使ってきた。
それと同等のものをPythonでは sys.float_info.epsilon を使うようだ。

参考 http://stackoverflow.com/questions/9528421/value-for-epsilon-in-python

試してみた。

import sys

def check_similarity(aval, bval):
	if abs(aval - bval) < sys.float_info.epsilon:
		print("similar")
	else:
		print("different")
		
aval = 3.141592653589797
bval = 3.141592653589796

check_similarity(aval, bval)

bval = 3.1415926535897971
check_similarity(aval, bval)
run
different
similar

http://stackoverflow.com/questions/9528421/value-for-epsilon-in-python
に記載の注意点としては

But don't forget the pitfalls of using it as an absolute error margin for floating point comparisons. E.g. for large numbers, rounding error could exceed epsilon.

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