Question

I’m curious which form is more efficient, is correct style, etc. I feel like the “.0” approach is much quicker; I’m not sure why the “float” approach is equally appreciated (if it is).

Answer 1

Using float(7) adds some unnecessary overhead—Python has to find the float function in globals() and call it. Using 7.0 does all the necessary conversions at compile-time instead of run-time. You can see this using the Python bytecode disassembler.

>>> import dis
>>> def f(): return 7.0
... 
>>> def g(): return float(7)
... 
>>> dis.dis(f)
  1           0 LOAD_CONST               1 (7.0)
              3 RETURN_VALUE        
>>> dis.dis(g)
  1           0 LOAD_GLOBAL              0 (float)
              3 LOAD_CONST               1 (7)
              6 CALL_FUNCTION            1
              9 RETURN_VALUE