Fixed-point arithmetic

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無奈伤痛
無奈伤痛 2020-12-16 19:02

Does anyone know of a library to do fixed point arithmetic in Python? Or, does anyone has sample code?

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  • 2020-12-16 19:46

    If you are interested in doing fixed point arithmetic, the Python Standard Library has a decimal module that can do it.

    Actually, it has a more flexible floating point ability than the built-in too. By flexible I mean that it:

    • Has "signals" for various exceptional conditions (these can be set to do a variety of things on signaling)

    • Has positive and negative infinities, as well as NaN (not a number)

    • Can differentiate between positive and negative 0

    • Allows you to set different rounding schemes.

    • Allows you to set your own min and max values.

    All in all, it is handy for a million household uses.

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  • 2020-12-16 19:59

    Another option worth considering if you want to simulate the behaviour of binary fixed-point numbers beyond simple arithmetic operations, is the spfpm module. That will allow you to calculate square-roots, powers, logarithms and trigonometric functions using fixed numbers of bits. It's a pure-python module, so doesn't offer the ultimate performance but can do hundreds of thousands of arithmetic operations per second on 256-bit numbers.

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  • 2020-12-16 20:02

    The deModel package sounds like what you're looking for.

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