A simple module for approximate floating point arithmetic.
Approximate floating point arithmetic library. This simple module can be used to compare numbers using a relative and absolute tolerance, to mitigate floating point rounding errors.
from rr.approx import Approx x = Approx(0.1) * 3 print x == 0.3 # True
The Approx class is very simple to use as a replacement for “regular” floats – you can use Approx objects instead of floats in most (if not all) contexts: arithmetic and comparisons.
The ApproxContext class, also accessible as Approx.Context, provides a context manager to temporarily modify the module’s tolerance parameters.
print Approx.Context() # display current context Approx.Context(rtol=1e-4, atol=1e-2).apply() # permanently modify tolerances print Approx.Context() with Approx.Context(rtol=1e-5, atol=1e-3): # temporary modification print Approx.Context() print Approx.Context()
Please note that this module does not solve any problems with floating point numbers. What it does is provide a little (or big, depending on how you configure your tolerance parameters) buffer to compensate for rounding errors, but as these errors accumulate you can always get unexpected results.
Float rounding is inherently innaccurate in all computers and programming languages due to representing a possibly recurring decimal in a finite number of digits. If you really care about exact results and don’t mind paying a performance penalty, you should check out the decimal module from the standard library or some other alternative.
>From PyPI (“stable” release):
pip install rr.approx
Or from the Git repo:
git clone https://github.com/2xR/rr.approx.git pip install ./rr.approx
Contributions are welcome through github pull requests (tests would sure be nice to have… :P).
And if you’re using the library and would like to say “thanks!” and/or keep me working on it, why not buy me a beer?
Happy approximate comparisons!
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|rr.approx-0.1.2-py2-none-any.whl (8.3 kB) Copy SHA256 Checksum SHA256||py2||Wheel||Jun 24, 2016|
|rr.approx-0.1.2.zip (9.9 kB) Copy SHA256 Checksum SHA256||–||Source||Jun 24, 2016|