<gh_stars>10-100
# -*- coding: utf-8 -*-

# Copyright (c) 2020 <NAME>
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.

import dataiter
import itertools
import math
import numpy as np
import shutil
import string

from dataiter import deco
from pathlib import Path


def count_digits(value):
    if np.isnan(value): return 0, 0
    if math.isinf(value): return 0, 0
    parts = str(float(value)).split(".")
    n = len(parts[0].lstrip("0"))
    m = len(parts[1].rstrip("0"))
    return n, m

def format_floats(seq):
    precision = dataiter.PRINT_FLOAT_PRECISION
    if any(0 < x < 1/10**precision or x > 10**16 - 1 for x in seq):
        # Format tiny and huge numbers in scientific notation.
        f = np.format_float_scientific
        return [f(x, precision=precision, trim="-") for x in seq]
    # Format like largest by significant digits.
    digits = [count_digits(x) for x in seq]
    n = max(x[0] for x in digits)
    m = max(x[1] for x in digits)
    precision = min(m, max(0, precision - n))
    return [f"{{:.{precision}f}}".format(x) for x in seq]

def generate_colnames(n):
    return list(itertools.islice(yield_colnames(), n))

def get_print_width():
    return shutil.get_terminal_size((dataiter.PRINT_MAX_WIDTH, 24))[0] - 1

def length(value):
    return 1 if np.isscalar(value) else len(value)

def makedirs_for_file(fname):
    return Path(fname).parent.mkdir(parents=True, exist_ok=True)

@deco.listify
def pad(strings, align="right"):
    width = max(len(x) for x in strings)
    for value in strings:
        padding = " " * (width - len(value))
        yield (padding + value
               if align == "right"
               else value + padding)

def quote(value):
    return '"{}"'.format(str(value).replace('"', r'\"'))

def unique_keys(keys):
    return list(dict.fromkeys(keys))

def unique_types(seq):
    return set(x.__class__ for x in seq if
               x is not None and
               not (isinstance(x, float) and np.isnan(x)))

def yield_colnames():
    # Like Excel: a, b, c, ..., aa, bb, cc, ...
    for batch in range(1, 1000):
        for letter in string.ascii_lowercase:
            yield letter * batch

# -*- coding: utf-8 -*-

# Copyright (c) 2020 <NAME>
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.

import dataiter
import itertools
import math
import numpy as np
import shutil
import string

from dataiter import deco
from pathlib import Path


def count_digits(value):
    if np.isnan(value): return 0, 0
    if math.isinf(value): return 0, 0
    parts = str(float(value)).split(".")
    n = len(parts[0].lstrip("0"))
    m = len(parts[1].rstrip("0"))
    return n, m

def format_floats(seq):
    precision = dataiter.PRINT_FLOAT_PRECISION
    if any(0 < x < 1/10**precision or x > 10**16 - 1 for x in seq):
        # Format tiny and huge numbers in scientific notation.
        f = np.format_float_scientific
        return [f(x, precision=precision, trim="-") for x in seq]
    # Format like largest by significant digits.
    digits = [count_digits(x) for x in seq]
    n = max(x[0] for x in digits)
    m = max(x[1] for x in digits)
    precision = min(m, max(0, precision - n))
    return [f"{{:.{precision}f}}".format(x) for x in seq]

def generate_colnames(n):
    return list(itertools.islice(yield_colnames(), n))

def get_print_width():
    return shutil.get_terminal_size((dataiter.PRINT_MAX_WIDTH, 24))[0] - 1

def length(value):
    return 1 if np.isscalar(value) else len(value)

def makedirs_for_file(fname):
    return Path(fname).parent.mkdir(parents=True, exist_ok=True)

@deco.listify
def pad(strings, align="right"):
    width = max(len(x) for x in strings)
    for value in strings:
        padding = " " * (width - len(value))
        yield (padding + value
               if align == "right"
               else value + padding)

def quote(value):
    return '"{}"'.format(str(value).replace('"', r'\"'))

def unique_keys(keys):
    return list(dict.fromkeys(keys))

def unique_types(seq):
    return set(x.__class__ for x in seq if
               x is not None and
               not (isinstance(x, float) and np.isnan(x)))

def yield_colnames():
    # Like Excel: a, b, c, ..., aa, bb, cc, ...
    for batch in range(1, 1000):
        for letter in string.ascii_lowercase:
            yield letter * batch
# -*- coding: utf-8 -*- # Copyright (c) 2020 <NAME> # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. # Format tiny and huge numbers in scientific notation. # Format like largest by significant digits. # Like Excel: a, b, c, ..., aa, bb, cc, ...