| """Humanizing functions for numbers.""" |
|
|
| from __future__ import annotations |
|
|
| import bisect |
|
|
| from .i18n import _gettext as _ |
| from .i18n import _ngettext, decimal_separator, thousands_separator |
| from .i18n import _ngettext_noop as NS_ |
| from .i18n import _pgettext as P_ |
|
|
| TYPE_CHECKING = False |
| if TYPE_CHECKING: |
| from typing import TypeAlias |
|
|
| |
| |
| NumberOrString: TypeAlias = float | str |
|
|
|
|
| def _format_not_finite(value: float) -> str: |
| """Utility function to handle infinite and nan cases.""" |
| import math |
|
|
| if math.isnan(value): |
| return "NaN" |
| if math.isinf(value) and value < 0: |
| return "-Inf" |
| if math.isinf(value) and value > 0: |
| return "+Inf" |
| return "" |
|
|
|
|
| def ordinal(value: NumberOrString, gender: str = "male") -> str: |
| """Converts an integer to its ordinal as a string. |
| |
| For example, 1 is "1st", 2 is "2nd", 3 is "3rd", etc. Works for any integer or |
| anything `int()` will turn into an integer. Anything else will return the output |
| of str(value). |
| |
| Examples: |
| ```pycon |
| >>> ordinal(1) |
| '1st' |
| >>> ordinal(1002) |
| '1002nd' |
| >>> ordinal(103) |
| '103rd' |
| >>> ordinal(4) |
| '4th' |
| >>> ordinal(12) |
| '12th' |
| >>> ordinal(101) |
| '101st' |
| >>> ordinal(111) |
| '111th' |
| >>> ordinal("something else") |
| 'something else' |
| >>> ordinal([1, 2, 3]) == "[1, 2, 3]" |
| True |
| |
| ``` |
| |
| Args: |
| value (int, str, float): Integer to convert. |
| gender (str): Gender for translations. Accepts either "male" or "female". |
| |
| Returns: |
| str: Ordinal string. |
| """ |
| import math |
|
|
| try: |
| if not math.isfinite(float(value)): |
| return _format_not_finite(float(value)) |
| value = int(value) |
| except (TypeError, ValueError): |
| return str(value) |
| if gender == "male": |
| t = ( |
| P_("0 (male)", "th"), |
| P_("1 (male)", "st"), |
| P_("2 (male)", "nd"), |
| P_("3 (male)", "rd"), |
| P_("4 (male)", "th"), |
| P_("5 (male)", "th"), |
| P_("6 (male)", "th"), |
| P_("7 (male)", "th"), |
| P_("8 (male)", "th"), |
| P_("9 (male)", "th"), |
| ) |
| else: |
| t = ( |
| P_("0 (female)", "th"), |
| P_("1 (female)", "st"), |
| P_("2 (female)", "nd"), |
| P_("3 (female)", "rd"), |
| P_("4 (female)", "th"), |
| P_("5 (female)", "th"), |
| P_("6 (female)", "th"), |
| P_("7 (female)", "th"), |
| P_("8 (female)", "th"), |
| P_("9 (female)", "th"), |
| ) |
| if value % 100 in (11, 12, 13): |
| return f"{value}{t[0]}" |
| return f"{value}{t[value % 10]}" |
|
|
|
|
| def intcomma(value: NumberOrString, ndigits: int | None = None) -> str: |
| """Converts an integer to a string containing commas every three digits. |
| |
| For example, 3000 becomes "3,000" and 45000 becomes "45,000". To maintain some |
| compatibility with Django's `intcomma`, this function also accepts floats. |
| |
| Examples: |
| ```pycon |
| >>> intcomma(100) |
| '100' |
| >>> intcomma("1000") |
| '1,000' |
| >>> intcomma(1_000_000) |
| '1,000,000' |
| >>> intcomma(1_234_567.25) |
| '1,234,567.25' |
| >>> intcomma(1234.5454545, 2) |
| '1,234.55' |
| >>> intcomma(14308.40, 1) |
| '14,308.4' |
| >>> intcomma("14308.40", 1) |
| '14,308.4' |
| >>> intcomma(None) |
| 'None' |
| |
| ``` |
| |
| Args: |
| value (int, float, str): Integer or float to convert. |
| ndigits (int, None): Digits of precision for rounding after the decimal point. |
| |
| Returns: |
| str: String containing commas every three digits. |
| """ |
| import math |
|
|
| thousands_sep = thousands_separator() |
| decimal_sep = decimal_separator() |
| try: |
| if isinstance(value, str): |
| value = value.replace(thousands_sep, "").replace(decimal_sep, ".") |
| if not math.isfinite(float(value)): |
| return _format_not_finite(float(value)) |
| if "." in value: |
| value = float(value) |
| else: |
| value = int(value) |
| else: |
| if not math.isfinite(float(value)): |
| return _format_not_finite(float(value)) |
| float(value) |
| except (TypeError, ValueError): |
| return str(value) |
|
|
| if ndigits is not None: |
| orig = "{0:.{1}f}".format(value, ndigits) |
| else: |
| orig = str(value) |
| orig = orig.replace(".", decimal_sep) |
| import re |
|
|
| while True: |
| new = re.sub(r"^(-?\d+)(\d{3})", rf"\g<1>{thousands_sep}\g<2>", orig) |
| if orig == new: |
| return new |
| orig = new |
|
|
|
|
| powers = [10**x for x in (3, 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 100)] |
| human_powers = ( |
| NS_("thousand", "thousand"), |
| NS_("million", "million"), |
| NS_("billion", "billion"), |
| NS_("trillion", "trillion"), |
| NS_("quadrillion", "quadrillion"), |
| NS_("quintillion", "quintillion"), |
| NS_("sextillion", "sextillion"), |
| NS_("septillion", "septillion"), |
| NS_("octillion", "octillion"), |
| NS_("nonillion", "nonillion"), |
| NS_("decillion", "decillion"), |
| NS_("googol", "googol"), |
| ) |
|
|
|
|
| def intword(value: NumberOrString, format: str = "%.1f") -> str: |
| """Converts a large integer to a friendly text representation. |
| |
| Works best for numbers over 1 million. For example, 1_000_000 becomes "1.0 million", |
| 1_200_000 becomes "1.2 million" and "1_200_000_000" becomes "1.2 billion". Supports |
| up to decillion (33 digits) and googol (100 digits). |
| |
| Examples: |
| ```pycon |
| >>> intword("100") |
| '100' |
| >>> intword("12400") |
| '12.4 thousand' |
| >>> intword("1000000") |
| '1.0 million' |
| >>> intword(1_200_000_000) |
| '1.2 billion' |
| >>> intword(8100000000000000000000000000000000) |
| '8.1 decillion' |
| >>> intword(None) |
| 'None' |
| >>> intword("1234000", "%0.3f") |
| '1.234 million' |
| |
| ``` |
| |
| Args: |
| value (int, float, str): Integer to convert. |
| format (str): To change the number of decimal or general format of the number |
| portion. |
| |
| Returns: |
| str: Friendly text representation as a string, unless the value passed could not |
| be coaxed into an `int`. |
| """ |
| import math |
|
|
| try: |
| if not math.isfinite(float(value)): |
| return _format_not_finite(float(value)) |
| value = int(value) |
| except (TypeError, ValueError): |
| return str(value) |
|
|
| if value < 0: |
| value *= -1 |
| negative_prefix = "-" |
| else: |
| negative_prefix = "" |
|
|
| if value < powers[0]: |
| return f"{negative_prefix}{value}" |
|
|
| ordinal = bisect.bisect_right(powers, value) |
| largest_ordinal = ordinal == len(powers) |
|
|
| |
| ordinal -= 1 |
| power = powers[ordinal] |
| chopped = value / power |
| rounded_value = float(format % chopped) |
|
|
| if not largest_ordinal and rounded_value * power == powers[ordinal + 1]: |
| |
| ordinal += 1 |
| rounded_value = 1.0 |
|
|
| singular, plural = human_powers[ordinal] |
| unit = _ngettext(singular, plural, math.ceil(rounded_value)) |
| decimal_sep = decimal_separator() |
| number = (format % rounded_value).replace(".", decimal_sep) |
| return f"{negative_prefix}{number} {unit}" |
|
|
|
|
| def apnumber(value: NumberOrString) -> str: |
| """Converts an integer to Associated Press style. |
| |
| Examples: |
| ```pycon |
| >>> apnumber(0) |
| 'zero' |
| >>> apnumber(5) |
| 'five' |
| >>> apnumber(10) |
| '10' |
| >>> apnumber("7") |
| 'seven' |
| >>> apnumber("foo") |
| 'foo' |
| >>> apnumber(None) |
| 'None' |
| |
| ``` |
| |
| Args: |
| value (int, float, str): Integer to convert. |
| |
| Returns: |
| str: For numbers 0-9, the number spelled out. Otherwise, the number. This always |
| returns a string unless the value was not `int`-able, then `str(value)` |
| is returned. |
| """ |
| import math |
|
|
| try: |
| if not math.isfinite(float(value)): |
| return _format_not_finite(float(value)) |
| value = int(value) |
| except (TypeError, ValueError): |
| return str(value) |
| if not 0 <= value < 10: |
| return str(value) |
| return ( |
| _("zero"), |
| _("one"), |
| _("two"), |
| _("three"), |
| _("four"), |
| _("five"), |
| _("six"), |
| _("seven"), |
| _("eight"), |
| _("nine"), |
| )[value] |
|
|
|
|
| def fractional(value: NumberOrString) -> str: |
| """Convert to fractional number. |
| |
| There will be some cases where one might not want to show ugly decimal places for |
| floats and decimals. |
| |
| This function returns a human-readable fractional number in form of fractions and |
| mixed fractions. |
| |
| Pass in a string, or a number or a float, and this function returns: |
| |
| * a string representation of a fraction |
| * or a whole number |
| * or a mixed fraction |
| * or the str output of the value, if it could not be converted |
| |
| Examples: |
| ```pycon |
| >>> fractional(0.3) |
| '3/10' |
| >>> fractional(1.3) |
| '1 3/10' |
| >>> fractional(float(1/3)) |
| '1/3' |
| >>> fractional(1) |
| '1' |
| >>> fractional("ten") |
| 'ten' |
| >>> fractional(None) |
| 'None' |
| |
| ``` |
| |
| Args: |
| value (int, float, str): Integer to convert. |
| |
| Returns: |
| str: Fractional number as a string. |
| """ |
| import math |
|
|
| try: |
| number = float(value) |
| if not math.isfinite(number): |
| return _format_not_finite(number) |
| except (TypeError, ValueError): |
| return str(value) |
| from fractions import Fraction |
|
|
| whole_number = int(number) |
| frac = Fraction(number - whole_number).limit_denominator(1000) |
| numerator = frac.numerator |
| denominator = frac.denominator |
| if whole_number and not numerator and denominator == 1: |
| |
| |
| return f"{whole_number:.0f}" |
|
|
| if not whole_number: |
| return f"{numerator:.0f}/{denominator:.0f}" |
|
|
| return f"{whole_number:.0f} {numerator:.0f}/{denominator:.0f}" |
|
|
|
|
| def scientific(value: NumberOrString, precision: int = 2) -> str: |
| """Return number in string scientific notation z.wq x 10ⁿ. |
| |
| Examples: |
| ```pycon |
| >>> scientific(float(0.3)) |
| '3.00 x 10⁻¹' |
| >>> scientific(int(500)) |
| '5.00 x 10²' |
| >>> scientific(-1000) |
| '-1.00 x 10³' |
| >>> scientific(1000, 1) |
| '1.0 x 10³' |
| >>> scientific(1000, 3) |
| '1.000 x 10³' |
| >>> scientific("99") |
| '9.90 x 10¹' |
| >>> scientific("foo") |
| 'foo' |
| >>> scientific(None) |
| 'None' |
| |
| ``` |
| |
| Args: |
| value (int, float, str): Input number. |
| precision (int): Number of decimal for first part of the number. |
| |
| Returns: |
| str: Number in scientific notation z.wq x 10ⁿ. |
| """ |
| import math |
|
|
| exponents = { |
| "0": "⁰", |
| "1": "¹", |
| "2": "²", |
| "3": "³", |
| "4": "⁴", |
| "5": "⁵", |
| "6": "⁶", |
| "7": "⁷", |
| "8": "⁸", |
| "9": "⁹", |
| "-": "⁻", |
| } |
| try: |
| value = float(value) |
| if not math.isfinite(value): |
| return _format_not_finite(value) |
| except (ValueError, TypeError): |
| return str(value) |
| fmt = f"{{:.{str(int(precision))}e}}" |
| n = fmt.format(value) |
| part1, part2 = n.split("e") |
| |
| import re |
|
|
| part2 = re.sub(r"^\+?(\-?)0*(.+)$", r"\1\2", part2) |
|
|
| new_part2 = [] |
| for char in part2: |
| new_part2.append(exponents[char]) |
|
|
| final_str = part1 + " x 10" + "".join(new_part2) |
|
|
| return final_str |
|
|
|
|
| def clamp( |
| value: float, |
| format: str = "{:}", |
| floor: float | None = None, |
| ceil: float | None = None, |
| floor_token: str = "<", |
| ceil_token: str = ">", |
| ) -> str: |
| """Returns number with the specified format, clamped between floor and ceil. |
| |
| If the number is larger than ceil or smaller than floor, then the respective limit |
| will be returned, formatted and prepended with a token specifying as such. |
| |
| Examples: |
| ```pycon |
| >>> clamp(123.456) |
| '123.456' |
| >>> clamp(0.0001, floor=0.01) |
| '<0.01' |
| >>> clamp(0.99, format="{:.0%}", ceil=0.99) |
| '99%' |
| >>> clamp(0.999, format="{:.0%}", ceil=0.99) |
| '>99%' |
| >>> clamp(1, format=intword, floor=1e6, floor_token="under ") |
| 'under 1.0 million' |
| >>> clamp(None) is None |
| True |
| |
| ``` |
| |
| Args: |
| value (int, float): Input number. |
| format (str OR callable): Can either be a formatting string, or a callable |
| function that receives value and returns a string. |
| floor (int, float): Smallest value before clamping. |
| ceil (int, float): Largest value before clamping. |
| floor_token (str): If value is smaller than floor, token will be prepended |
| to output. |
| ceil_token (str): If value is larger than ceil, token will be prepended |
| to output. |
| |
| Returns: |
| str: Formatted number. The output is clamped between the indicated floor and |
| ceil. If the number is larger than ceil or smaller than floor, the output |
| will be prepended with a token indicating as such. |
| |
| """ |
| import math |
|
|
| if value is None: |
| return None |
|
|
| if not math.isfinite(value): |
| return _format_not_finite(value) |
|
|
| if floor is not None and value < floor: |
| value = floor |
| token = floor_token |
| elif ceil is not None and value > ceil: |
| value = ceil |
| token = ceil_token |
| else: |
| token = "" |
|
|
| if isinstance(format, str): |
| return token + format.format(value) |
|
|
| if callable(format): |
| return token + format(value) |
|
|
| msg = ( |
| "Invalid format. Must be either a valid formatting string, or a function " |
| "that accepts value and returns a string." |
| ) |
| raise ValueError(msg) |
|
|
|
|
| def metric(value: float, unit: str = "", precision: int = 3) -> str: |
| """Return a value with a metric SI unit-prefix appended. |
| |
| Examples: |
| ```pycon |
| >>> metric(1500, "V") |
| '1.50 kV' |
| >>> metric(2e8, "W") |
| '200 MW' |
| >>> metric(220e-6, "F") |
| '220 μF' |
| >>> metric(1e-14, precision=4) |
| '10.00 f' |
| |
| ``` |
| |
| The unit prefix is always chosen so that non-significant zero digits are required. |
| i.e. `123,000` will become `123k` instead of `0.123M` and `1,230,000` will become |
| `1.23M` instead of `1230K`. For numbers that are either too huge or too tiny to |
| represent without resorting to either leading or trailing zeroes, it falls back to |
| `scientific()`. |
| ```pycon |
| >>> metric(1e40) |
| '1.00 x 10⁴⁰' |
| |
| ``` |
| |
| Args: |
| value (int, float): Input number. |
| unit (str): Optional base unit. |
| precision (int): The number of digits the output should contain. |
| |
| Returns: |
| str: |
| """ |
| import math |
|
|
| if not math.isfinite(value): |
| return _format_not_finite(value) |
| exponent = int(math.floor(math.log10(abs(value)))) if value != 0 else 0 |
|
|
| if exponent >= 33 or exponent < -30: |
| return scientific(value, precision - 1) + unit |
|
|
| value /= 10 ** (exponent // 3 * 3) |
| if exponent >= 3: |
| ordinal_ = "kMGTPEZYRQ"[exponent // 3 - 1] |
| elif exponent < 0: |
| ordinal_ = "mμnpfazyrq"[(-exponent - 1) // 3] |
| else: |
| ordinal_ = "" |
| value_ = format(value, f".{int(max(0, precision - exponent % 3 - 1))}f") |
| if not (unit or ordinal_) or unit in ("°", "′", "″"): |
| space = "" |
| else: |
| space = " " |
|
|
| return f"{value_}{space}{ordinal_}{unit}" |
|
|