X-Git-Url: https://wannabe.guru.org/gitweb/?a=blobdiff_plain;f=math_utils.py;h=3216d4a9222f3e9760d2f5276b40503e08cfee8f;hb=a4bf4d05230474ad14243d67ac7f8c938f670e58;hp=2cacc2f628ee90761acdce30442cb3d1beb9f1de;hpb=497fb9e21f45ec08e1486abaee6dfa7b20b8a691;p=python_utils.git diff --git a/math_utils.py b/math_utils.py index 2cacc2f..3216d4a 100644 --- a/math_utils.py +++ b/math_utils.py @@ -1,11 +1,26 @@ #!/usr/bin/env python3 +import functools import math from typing import List from heapq import heappush, heappop -class RunningMedian: +class RunningMedian(object): + """A running median computer. + + >>> median = RunningMedian() + >>> median.add_number(1) + >>> median.add_number(10) + >>> median.add_number(3) + >>> median.get_median() + 3 + >>> median.add_number(7) + >>> median.add_number(5) + >>> median.get_median() + 5 + """ + def __init__(self): self.lowers, self.highers = [], [] @@ -24,7 +39,7 @@ class RunningMedian: def get_median(self): if len(self.lowers) == len(self.highers): - return (-self.lowers[0] + self.highers[0])/2 + return (-self.lowers[0] + self.highers[0]) / 2 elif len(self.lowers) > len(self.highers): return -self.lowers[0] else: @@ -43,7 +58,7 @@ def gcd_floats(a: float, b: float) -> float: def gcd_float_sequence(lst: List[float]) -> float: if len(lst) <= 0: - raise Exception("Need at least one number") + raise ValueError("Need at least one number") elif len(lst) == 1: return lst[0] assert len(lst) >= 2 @@ -54,14 +69,69 @@ def gcd_float_sequence(lst: List[float]) -> float: def truncate_float(n: float, decimals: int = 2): - """Truncate a float to a particular number of decimals.""" + """ + Truncate a float to a particular number of decimals. + + >>> truncate_float(3.1415927, 3) + 3.141 + + """ assert decimals > 0 and decimals < 10 multiplier = 10 ** decimals return int(n * multiplier) / multiplier +def percentage_to_multiplier(percent: float) -> float: + """Given a percentage (e.g. 155%), return a factor needed to scale a + number by that percentage. + + >>> percentage_to_multiplier(155) + 2.55 + >>> percentage_to_multiplier(45) + 1.45 + >>> percentage_to_multiplier(-25) + 0.75 + + """ + multiplier = percent / 100 + multiplier += 1.0 + return multiplier + + +def multiplier_to_percent(multiplier: float) -> float: + """Convert a multiplicative factor into a percent change. + + >>> multiplier_to_percent(0.75) + -25.0 + >>> multiplier_to_percent(1.0) + 0.0 + >>> multiplier_to_percent(1.99) + 99.0 + + """ + percent = multiplier + if percent > 0.0: + percent -= 1.0 + else: + percent = 1.0 - percent + percent *= 100.0 + return percent + + +@functools.lru_cache(maxsize=1024, typed=True) def is_prime(n: int) -> bool: - """Returns True if n is prime and False otherwise""" + """ + Returns True if n is prime and False otherwise. Obviously(?) very slow for + very large input numbers. + + >>> is_prime(13) + True + >>> is_prime(22) + False + >>> is_prime(51602981) + True + + """ if not isinstance(n, int): raise TypeError("argument passed to is_prime is not of 'int' type") @@ -73,12 +143,18 @@ def is_prime(n: int) -> bool: # This is checked so that we can skip middle five numbers in below # loop - if (n % 2 == 0 or n % 3 == 0): + if n % 2 == 0 or n % 3 == 0: return False i = 5 while i * i <= n: - if (n % i == 0 or n % (i + 2) == 0): + if n % i == 0 or n % (i + 2) == 0: return False i = i + 6 return True + + +if __name__ == '__main__': + import doctest + + doctest.testmod()