<reponame>fabiommendes/covid-19<gh_stars>1-10
import datetime
import re
from functools import lru_cache, wraps
from gettext import gettext as _
from math import log10

import numpy as np

__all__ = ["fmt", "pc", "pm", "p10k", "indent", "rpartition", "interpolant", "lru_safe_cache"]

N_RE = re.compile(r"(-?)(\d+)(\.\d{,2})?\d*")
identity = lambda x: x
HUMANIZED_SUFFIXES = (
    (0.1, 1, identity, "{:.04n}", ""),
    (1e2, 1, identity, "{:.03n}", ""),
    (1e3, 1, identity, "{:.2n}", ""),
    (1e6, 1, int, "{:n}", ""),
    (1e8, 1e6, identity, "{:.3n}", _("M")),
    (1e9, 1e6, identity, "{:.2n}", _("M")),
    (1e11, 1e9, identity, "{:.3n}", _("B")),
    (1e12, 1e9, identity, "{:.2n}", _("B")),
    (1e13, 1e12, identity, "{:.3n}", _("T")),
    (1e14, 1e12, identity, "{:.2n}", _("T")),
)


def fmt(n):
    """
    Heuristically choose best format option for number.
    """

    if n == float("inf"):
        return _("infinity")
    try:
        return ", ".join(map(fmt, n))
    except TypeError:
        pass
    m = abs(n)

    if int(n) == n and m < 1e6:
        return "{:n}".format(int(n))

    if m < 0.01:
        e = int(-log10(m)) + 1
        return "{:.3n}".format(n * 10 ** e) + f"e-%02d" % e
    for k, div, fn, fmt_, suffix in HUMANIZED_SUFFIXES:
        if m < k:
            dec = fn(m) / div
            dec -= int(dec)
            dec = fmt_.format(1 + dec)[1:]
            prefix = "{:n}".format(int(fn(n) / div))
            return prefix + dec + suffix
    return "{:.2n}".format(n)


def _fmt_aux(n, suffix=""):
    m = N_RE.match(str(n))
    sign, number, decimal = m.groups()
    return sign + _fix_int(number, 3) + (decimal or "") + suffix


def _fix_int(s, n):
    return ",".join(map("".join, rpartition(s, n)))


def rpartition(seq, n):
    """
    Partition sequence in groups of n starting from the end of sequence.
    """
    seq = list(seq)
    out = []
    while seq:
        new = []
        for _ in range(n):
            if not seq:
                break
            new.append(seq.pop())
        out.append(new[::-1])
    return out[::-1]


def pc(n):
    """
    Write number as percentages.
    """
    if n == 0:
        return "0.0%"
    return fmt(100 * n) + "%"


def pm(n):
    """
    Write number as parts per thousand.
    """
    if n == 0:
        return "0.0‰"
    return fmt(1000 * n) + "‰"


def p10k(n):
    """
    Write number as parts per ten thousand.
    """
    if n == 0:
        return "0.0‱"
    return fmt(10000 * n) + "‱"


def interpolant(x, y):
    """
    Creates a linear interpolant for the given function passed as sequences of
    x, y points.
    """
    x = np.array(x)
    y = np.array(y)

    def fn(t):
        return np.interp(t, x, y)

    return fn


def lru_safe_cache(size):
    """
    A safe LRU cache that returns a copy of the cached element to prevent
    mutations from cached values.
    """

    def decorator(func):
        cached = lru_cache(size)(func)

        @wraps(func)
        def fn(*args, **kwargs):
            return cached(*args, **kwargs).copy()

        fn.unsafe = cached
        return fn

    return decorator


def indent(st, indent=4):
    """
    Indent string.
    """
    if isinstance(indent, int):
        indent = " " * indent
    return "".join(indent + ln for ln in st.splitlines(keepends=True))


def today() -> datetime.date:
    """
    Return the date today.
    """
    return now().date()


def now() -> datetime.datetime:
    """
    Return a datetime timestamp.
    """
    return datetime.datetime.now()

import datetime
import re
from functools import lru_cache, wraps
from gettext import gettext as _
from math import log10

import numpy as np

__all__ = ["fmt", "pc", "pm", "p10k", "indent", "rpartition", "interpolant", "lru_safe_cache"]

N_RE = re.compile(r"(-?)(\d+)(\.\d{,2})?\d*")
identity = lambda x: x
HUMANIZED_SUFFIXES = (
    (0.1, 1, identity, "{:.04n}", ""),
    (1e2, 1, identity, "{:.03n}", ""),
    (1e3, 1, identity, "{:.2n}", ""),
    (1e6, 1, int, "{:n}", ""),
    (1e8, 1e6, identity, "{:.3n}", _("M")),
    (1e9, 1e6, identity, "{:.2n}", _("M")),
    (1e11, 1e9, identity, "{:.3n}", _("B")),
    (1e12, 1e9, identity, "{:.2n}", _("B")),
    (1e13, 1e12, identity, "{:.3n}", _("T")),
    (1e14, 1e12, identity, "{:.2n}", _("T")),
)


def fmt(n):
    """
    Heuristically choose best format option for number.
    """

    if n == float("inf"):
        return _("infinity")
    try:
        return ", ".join(map(fmt, n))
    except TypeError:
        pass
    m = abs(n)

    if int(n) == n and m < 1e6:
        return "{:n}".format(int(n))

    if m < 0.01:
        e = int(-log10(m)) + 1
        return "{:.3n}".format(n * 10 ** e) + f"e-%02d" % e
    for k, div, fn, fmt_, suffix in HUMANIZED_SUFFIXES:
        if m < k:
            dec = fn(m) / div
            dec -= int(dec)
            dec = fmt_.format(1 + dec)[1:]
            prefix = "{:n}".format(int(fn(n) / div))
            return prefix + dec + suffix
    return "{:.2n}".format(n)


def _fmt_aux(n, suffix=""):
    m = N_RE.match(str(n))
    sign, number, decimal = m.groups()
    return sign + _fix_int(number, 3) + (decimal or "") + suffix


def _fix_int(s, n):
    return ",".join(map("".join, rpartition(s, n)))


def rpartition(seq, n):
    """
    Partition sequence in groups of n starting from the end of sequence.
    """
    seq = list(seq)
    out = []
    while seq:
        new = []
        for _ in range(n):
            if not seq:
                break
            new.append(seq.pop())
        out.append(new[::-1])
    return out[::-1]


def pc(n):
    """
    Write number as percentages.
    """
    if n == 0:
        return "0.0%"
    return fmt(100 * n) + "%"


def pm(n):
    """
    Write number as parts per thousand.
    """
    if n == 0:
        return "0.0‰"
    return fmt(1000 * n) + "‰"


def p10k(n):
    """
    Write number as parts per ten thousand.
    """
    if n == 0:
        return "0.0‱"
    return fmt(10000 * n) + "‱"


def interpolant(x, y):
    """
    Creates a linear interpolant for the given function passed as sequences of
    x, y points.
    """
    x = np.array(x)
    y = np.array(y)

    def fn(t):
        return np.interp(t, x, y)

    return fn


def lru_safe_cache(size):
    """
    A safe LRU cache that returns a copy of the cached element to prevent
    mutations from cached values.
    """

    def decorator(func):
        cached = lru_cache(size)(func)

        @wraps(func)
        def fn(*args, **kwargs):
            return cached(*args, **kwargs).copy()

        fn.unsafe = cached
        return fn

    return decorator


def indent(st, indent=4):
    """
    Indent string.
    """
    if isinstance(indent, int):
        indent = " " * indent
    return "".join(indent + ln for ln in st.splitlines(keepends=True))


def today() -> datetime.date:
    """
    Return the date today.
    """
    return now().date()


def now() -> datetime.datetime:
    """
    Return a datetime timestamp.
    """
    return datetime.datetime.now()
Heuristically choose best format option for number. Partition sequence in groups of n starting from the end of sequence. Write number as percentages. Write number as parts per thousand. Write number as parts per ten thousand. Creates a linear interpolant for the given function passed as sequences of     x, y points. A safe LRU cache that returns a copy of the cached element to prevent     mutations from cached values. Indent string. Return the date today. Return a datetime timestamp.