Programming Python

The Case Against Floating Point ==

While working on the clipping bug, I had to do some floating point comparisons. To handle this virtual mine-field, I used simple precision comparisons.

Not surprisingly, I wanted to know what’s ‘the right way’ to do this in Python. When I discussed this subject on #python, I was told to take a look at the decimal module, of which I wasn’t aware at the time.

Most experienced programmers know that you shouldn’t compare floating point numbers with ==. If you want to check floating point equality, you usually decide on a precision, and check either the absolute error, or the relative error. Hence, floating point == isn’t used, maybe except for rare circumstances. I would even venture to say that when possible, static checkers should emit warnings on floating point ==.

On the other hand there are the beginner programmers. Those usually use == by mistake, and will be surprised by the strange results they sometimes get back.

My suggestion is to do either of the following:
1. Change floating point == to behave like a valid floating point comparison. That means using precision and some error measure.
2. Change floating point == to raise an exception, with an error string suggesting using precision comparison, or the decimal module.

Since this change is not backwards compatible, I suggest it be added only to Python 3.
Personally, I prefer no. 2. It is clearer, and less confusing.

Arguments against this suggestion are:

1. This change breaks existing programs:
I believe it most likely triggers hidden bugs. Since the suggestion is to change it only in Python 3, Those programs will most likely be broken by other changes as well, and will need to be changed anyway.

2. This change breaks compatibility with C-like languages:
I agree. However, the already agreed on change of the / operator is even a stronger break. Most arguments for changing the / operator apply here as well.

3. Programmers will still need the regular ==:
Maybe, and even then, only for very rare cases. For these, a special function\method might be used, which could be named floating_exact_eq.

What are your thoughts on the subject?

3 replies on “The Case Against Floating Point ==”

I say, demolish that operator.
Checking equality of imprecise data makes no sense for any normal program.

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