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""" from https://github.com/keithito/tacotron """ | |
import inflect | |
import re | |
_inflect = inflect.engine() | |
_comma_number_re = re.compile(r'([0-9][0-9\,]+[0-9])') | |
_decimal_number_re = re.compile(r'([0-9]+\.[0-9]+)') | |
_pounds_re = re.compile(r'Β£([0-9\,]*[0-9]+)') | |
_dollars_re = re.compile(r'\$([0-9\.\,]*[0-9]+)') | |
_ordinal_re = re.compile(r'[0-9]+(st|nd|rd|th)') | |
_number_re = re.compile(r'[0-9]+') | |
_magnitudes = ['trillion', 'billion', 'million', 'thousand', 'hundred', 'm', 'b', 't'] | |
_currency_re = re.compile(r'([\$β¬Β£β©])([0-9\.\,]*[0-9]+)(?:[ ]?({})(?=[^a-zA-Z]))?'.format("|".join(_magnitudes)), re.IGNORECASE) | |
_currency_key = {'$': 'dollar', 'Β£': 'pound', 'β¬': 'euro', 'β©': 'won'} | |
_magnitudes_key = {'m': 'million', 'b': 'billion', 't': 'trillion'} | |
def _remove_commas(m): | |
return m.group(1).replace(',', '') | |
def _expand_decimal_point(m): | |
return m.group(1).replace('.', ' point ') | |
def _expand_currency(m): | |
currency = _currency_key[m.group(1)] | |
quantity = m.group(2) | |
magnitude = m.group(3) | |
# remove commas from quantity to be able to convert to numerical | |
quantity = quantity.replace(',', '') | |
# check for million, billion, etc... | |
if magnitude is not None and magnitude.lower() in _magnitudes: | |
if len(magnitude) == 1: | |
magnitude = _magnitudes_key[magnitude.lower()] | |
return "{} {} {}".format(_expand_hundreds(quantity), magnitude, currency+'s') | |
parts = quantity.split('.') | |
if len(parts) > 2: | |
return quantity + " " + currency + "s" # Unexpected format | |
dollars = int(parts[0]) if parts[0] else 0 | |
cents = int(parts[1]) if len(parts) > 1 and parts[1] else 0 | |
if dollars and cents: | |
dollar_unit = currency if dollars == 1 else currency+'s' | |
cent_unit = 'cent' if cents == 1 else 'cents' | |
return "{} {}, {} {}".format( | |
_expand_hundreds(dollars), dollar_unit, | |
_inflect.number_to_words(cents), cent_unit) | |
elif dollars: | |
dollar_unit = currency if dollars == 1 else currency+'s' | |
return "{} {}".format(_expand_hundreds(dollars), dollar_unit) | |
elif cents: | |
cent_unit = 'cent' if cents == 1 else 'cents' | |
return "{} {}".format(_inflect.number_to_words(cents), cent_unit) | |
else: | |
return 'zero' + ' ' + currency + 's' | |
def _expand_hundreds(text): | |
number = float(text) | |
if 1000 < number < 10000 and (number % 100 == 0) and (number % 1000 != 0): | |
return _inflect.number_to_words(int(number / 100)) + " hundred" | |
else: | |
return _inflect.number_to_words(text) | |
def _expand_dollars(m): | |
match = m.group(1) | |
parts = match.split('.') | |
if len(parts) > 2: | |
return match + ' dollars' # Unexpected format | |
dollars = int(parts[0]) if parts[0] else 0 | |
cents = int(parts[1]) if len(parts) > 1 and parts[1] else 0 | |
if dollars and cents: | |
dollar_unit = 'dollar' if dollars == 1 else 'dollars' | |
cent_unit = 'cent' if cents == 1 else 'cents' | |
return '%s %s, %s %s' % (dollars, dollar_unit, cents, cent_unit) | |
elif dollars: | |
dollar_unit = 'dollar' if dollars == 1 else 'dollars' | |
return '%s %s' % (dollars, dollar_unit) | |
elif cents: | |
cent_unit = 'cent' if cents == 1 else 'cents' | |
return '%s %s' % (cents, cent_unit) | |
else: | |
return 'zero dollars' | |
def _expand_ordinal(m): | |
return _inflect.number_to_words(m.group(0)) | |
def _expand_number(m): | |
num = int(m.group(0)) | |
if num > 1000 and num < 3000: | |
if num == 2000: | |
return 'two thousand' | |
elif num > 2000 and num < 2010: | |
return 'two thousand ' + _inflect.number_to_words(num % 100) | |
elif num % 100 == 0: | |
return _inflect.number_to_words(num // 100) + ' hundred' | |
else: | |
return _inflect.number_to_words(num, andword='', zero='oh', group=2).replace(', ', ' ') | |
else: | |
return _inflect.number_to_words(num, andword='') | |
def normalize_numbers(text): | |
text = re.sub(_comma_number_re, _remove_commas, text) | |
text = re.sub(_pounds_re, r'\1 pounds', text) | |
text = re.sub(_dollars_re, _expand_dollars, text) | |
text = re.sub(_decimal_number_re, _expand_decimal_point, text) | |
text = re.sub(_ordinal_re, _expand_ordinal, text) | |
text = re.sub(_number_re, _expand_number, text) | |
return text | |