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Java How To Program Early Objects 9th Edition Solution Manual PdfQ:
Why is Python casting floating point to an integer?
After doing some Python 3.6 loops in two different ways I noticed that the results differ. So I checked what’s going on under the hood and I found that Python does this:
>>> a = 127.0
>>> a = 127
>>> a = 13.6
That’s Python casting the float number to the integer? Is it done to avoid special math functions to not work? Or maybe to be consistent with the C performance?
Python is an interpreted language, just like your favorite interpretor. Python types are not baked into the bytecode, but instead are used at runtime to perform operations.
As such, the interpreter needs to know the size of the type that a given value represents at runtime. It just so happens that bytecode is often a good way to preserve this information, as well as allowing it to be shared between different interpreter instances and threads (though the runtime semantics of objects for each thread should also be unique to that thread).
Furthermore, because this metadata is needed at run time, it needs to be cached. And because most objects that will be passed to Python are small, and storing them in memory is fast, it just makes sense to cache them all at once.
So one of the things that Python does with types is to cache their representation at the level of the basic data type, including exact representation of floating point values. If you don’t expect to access the value more than a handful of times, using it as an integer will be faster than repeatedly casting it back to the float type, and then doing the float math.
If you want to see what Python does at each level of the type system, see this answer of mine:
Java does not perform this cast. Casts are something that happen in places of code that can’t be verified or executed by the JVM.
Python is interpreting. An interpreted language is one where the interpretation (implementation of the language) is done on the fly and every time you run it. I.e. you don’t have a library or something that takes care of this