# piker: trading gear for hackers # Copyright (C) 2018-present Tyler Goodlet (in stewardship of piker0) # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU Affero General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU Affero General Public License for more details. # You should have received a copy of the GNU Affero General Public License # along with this program. If not, see . """ Handy financial calculations. """ import math import itertools from bidict import bidict _mag2suffix = bidict({3: 'k', 6: 'M', 9: 'B'}) def humanize( number: float, digits: int = 1 ) -> str: '''Convert large numbers to something with at most ``digits`` and a letter suffix (eg. k: thousand, M: million, B: billion). ''' try: float(number) except ValueError: return 0 if not number or number <= 0: return round(number, ndigits=digits) mag = math.floor(math.log(number, 10)) if mag < 3: return round(number, ndigits=digits) maxmag = max(itertools.takewhile(lambda key: mag >= key, _mag2suffix)) return "{value}{suffix}".format( value=round(number/10**maxmag, ndigits=digits), suffix=_mag2suffix[maxmag], ) def puterize( text: str, digits: int = 1, ) -> float: '''Inverse of ``humanize()`` above. ''' try: suffix = str(text)[-1] mult = _mag2suffix.inverse[suffix] value = text.rstrip(suffix) return round(float(value) * 10**mult, ndigits=digits) except KeyError: # no matching suffix try just the value return float(text) def pnl( init: float, new: float, ) -> float: '''Calcuate the percentage change of some ``new`` value from some initial value, ``init``. ''' if not (init and new): return 0 return (new - init) / init def percent_change( init: float, new: float, ) -> float: return pnl(init, new) * 100.