"""
Predicate functions that return boolean evaluations of objects.

.. versionadded:: 2.0.0
"""

from __future__ import annotations

from collections.abc import Iterable, Mapping
import datetime
from itertools import islice
import json
import operator
import re
from types import BuiltinFunctionType
import typing as t

from typing_extensions import TypeGuard

import pydash as pyd

from .helpers import BUILTINS, NUMBER_TYPES, UNSET, base_get, callit, iterator


if t.TYPE_CHECKING:
    from _typeshed import (  # pragma: no cover
        SupportsDunderGE,
        SupportsDunderGT,
        SupportsDunderLE,
        SupportsDunderLT,
        SupportsRichComparison,
    )


__all__ = (
    "eq",
    "eq_cmp",
    "gt",
    "gt_cmp",
    "gte",
    "gte_cmp",
    "lt",
    "lt_cmp",
    "lte",
    "lte_cmp",
    "in_range",
    "in_range_cmp",
    "is_associative",
    "is_blank",
    "is_boolean",
    "is_builtin",
    "is_date",
    "is_decreasing",
    "is_dict",
    "is_empty",
    "is_equal",
    "is_equal_cmp",
    "is_equal_with",
    "is_equal_with_cmp",
    "is_error",
    "is_even",
    "is_float",
    "is_function",
    "is_increasing",
    "is_indexed",
    "is_instance_of",
    "is_instance_of_cmp",
    "is_integer",
    "is_iterable",
    "is_json",
    "is_list",
    "is_match",
    "is_match_cmp",
    "is_match_with",
    "is_match_with_cmp",
    "is_monotone",
    "is_monotone_cmp",
    "is_nan",
    "is_negative",
    "is_none",
    "is_number",
    "is_object",
    "is_odd",
    "is_positive",
    "is_reg_exp",
    "is_set",
    "is_strictly_decreasing",
    "is_strictly_increasing",
    "is_string",
    "is_tuple",
    "is_zero",
)

T = t.TypeVar("T")
T2 = t.TypeVar("T2")
T3 = t.TypeVar("T3")

RegExp = type(re.compile(""))


def eq(value: t.Any, other: t.Any) -> bool:
    """
    Checks if :attr:`value` is equal to :attr:`other`.

    Args:
        value: Value to compare.
        other: Other value to compare.

    Returns:
        Whether :attr:`value` is equal to :attr:`other`.

    Example:

        >>> eq(None, None)
        True
        >>> eq(None, "")
        False
        >>> eq("a", "a")
        True
        >>> eq(1, str(1))
        False

    .. versionadded:: 4.0.0
    """
    return value is other


def eq_cmp(other: T) -> t.Callable[[T], bool]:
    """
    Curried version of :func:`eq`.

    Args:
        other: Value to compare.

    Returns:
        A predicate checking whether passed :attr:`value` is equal to :attr:`other`.

    Example:

        >>> eq_cmp(None)(None)
        True
        >>> eq_cmp(None)("")
        False
        >>> eq_cmp("a")("a")
        True
        >>> eq_cmp(1)(str(1))
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: eq(value, other)


def gt(value: "SupportsDunderGT[T]", other: T) -> bool:
    """
    Checks if `value` is greater than `other`.

    Args:
        value: Value to compare.
        other: Other value to compare.

    Returns:
        Whether `value` is greater than `other`.

    Example:

        >>> gt(5, 3)
        True
        >>> gt(3, 5)
        False
        >>> gt(5, 5)
        False

    .. versionadded:: 3.3.0
    """
    return bool(value > other)


def gt_cmp(other: T) -> t.Callable[["SupportsDunderGT[T]"], bool]:
    """
    Curried version of :func:`gt`.

    Args:
        other: Value to compare.

    Returns:
        A predicate checking whether passed :attr:`value` is greater than :attr:`other`.

    Example:

        >>> gt_cmp(3)(5)
        True
        >>> gt_cmp(5)(3)
        False
        >>> gt_cmp(5)(5)
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: gt(value, other)


def gte(value: "SupportsDunderGE[T]", other: T) -> bool:
    """
    Checks if `value` is greater than or equal to `other`.

    Args:
        value: Value to compare.
        other: Other value to compare.

    Returns:
        Whether `value` is greater than or equal to `other`.

    Example:

        >>> gte(5, 3)
        True
        >>> gte(3, 5)
        False
        >>> gte(5, 5)
        True

    .. versionadded:: 3.3.0
    """
    return bool(value >= other)


def gte_cmp(other: T) -> t.Callable[["SupportsDunderGE[T]"], bool]:
    """
    Curried version of :func:`gte`.

    Args:
        other: Value to compare.

    Returns:
        A predicate checking whether passed :attr:`value` is greater than or equal to :attr:`other`.

    Example:

        >>> gte_cmp(3)(5)
        True
        >>> gte_cmp(5)(3)
        False
        >>> gte_cmp(5)(5)
        True

    .. versionadded:: 7.1.0
    """
    return lambda value: gte(value, other)


def lt(value: "SupportsDunderLT[T]", other: T) -> bool:
    """
    Checks if `value` is less than `other`.

    Args:
        value: Value to compare.
        other: Other value to compare.

    Returns:
        Whether `value` is less than `other`.

    Example:

        >>> lt(5, 3)
        False
        >>> lt(3, 5)
        True
        >>> lt(5, 5)
        False

    .. versionadded:: 3.3.0
    """
    return bool(value < other)


def lt_cmp(other: T) -> t.Callable[["SupportsDunderLT[T]"], bool]:
    """
    Curried version of :func:`lt`.

    Args:
        other: Value to compare.

    Returns:
        A predicate checking whether passed :attr:`value` is less than :attr:`other`.

    Example:

        >>> lt_cmp(3)(5)
        False
        >>> lt_cmp(5)(3)
        True
        >>> lt_cmp(5)(5)
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: lt(value, other)


def lte(value: "SupportsDunderLE[T]", other: T) -> bool:
    """
    Checks if `value` is less than or equal to `other`.

    Args:
        value: Value to compare.
        other: Other value to compare.

    Returns:
        Whether `value` is less than or equal to `other`.

    Example:

        >>> lte(5, 3)
        False
        >>> lte(3, 5)
        True
        >>> lte(5, 5)
        True

    .. versionadded:: 3.3.0
    """
    return bool(value <= other)


def lte_cmp(other: T) -> t.Callable[["SupportsDunderLE[T]"], bool]:
    """
    Curried version of :func:`lte`.

    Args:
        other: Value to compare.

    Returns:
        A predicate checking whether passed :attr:`value` is less than or equal to :attr:`other`.

    Example:

        >>> lte_cmp(3)(5)
        False
        >>> lte_cmp(5)(3)
        True
        >>> lte_cmp(5)(5)
        True

    .. versionadded:: 7.1.0
    """
    return lambda value: lte(value, other)


def in_range(value: t.Any, start: t.Any = 0, end: t.Any = None) -> bool:
    """
    Checks if `value` is between `start` and up to but not including `end`. If `end` is not
    specified it defaults to `start` with `start` becoming ``0``.

    Args:

        value: Number to check.
        start: Start of range inclusive. Defaults to ``0``.
        end: End of range exclusive. Defaults to `start`.

    Returns:
        Whether `value` is in range.

    Example:

        >>> in_range(2, 4)
        True
        >>> in_range(4, 2)
        False
        >>> in_range(2, 1, 3)
        True
        >>> in_range(3, 1, 2)
        False
        >>> in_range(2.5, 3.5)
        True
        >>> in_range(3.5, 2.5)
        False

    .. versionadded:: 3.1.0
    """
    if not is_number(value):
        return False

    if not is_number(start):
        start = 0

    if end is None:
        end = start
        start = 0
    elif not is_number(end):
        end = 0

    return start <= value < end


def in_range_cmp(start: t.Any = 0, end: t.Any = None) -> t.Callable[[t.Any], bool]:
    """
    Curried version of :func:`in_range`.

    Args:
        start: Start of range inclusive. Defaults to ``0``.
        end: End of range exclusive. Defaults to `start`.

    Returns:
        A predicate checking whether passed :attr:`value` is in range.

    Example:

        >>> in_range_cmp(4)(2)
        True
        >>> in_range_cmp(2)(4)
        False
        >>> in_range_cmp(1, 3)(2)
        True
        >>> in_range_cmp(1, 2)(3)
        False
        >>> in_range_cmp(3.5)(2.5)
        True
        >>> in_range_cmp(2.5)(3.5)
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: in_range(value, start, end)


def is_associative(value: t.Any) -> bool:
    """
    Checks if `value` is an associative object meaning that it can be accessed via an index or key.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is associative.

    Example:

        >>> is_associative([])
        True
        >>> is_associative({})
        True
        >>> is_associative(1)
        False
        >>> is_associative(True)
        False

    .. versionadded:: 2.0.0
    """
    return hasattr(value, "__getitem__")


def is_blank(text: t.Any) -> TypeGuard[str]:
    r"""
    Checks if `text` contains only whitespace characters.

    Args:
        text: String to test.

    Returns:
        Whether `text` is blank.

    Example:

        >>> is_blank("")
        True
        >>> is_blank(" \r\n ")
        True
        >>> is_blank(False)
        False

    .. versionadded:: 3.0.0
    """
    try:
        ret = bool(re.match(r"^(\s+)?$", text))
    except TypeError:
        ret = False

    return ret


def is_boolean(value: t.Any) -> TypeGuard[bool]:
    """
    Checks if `value` is a boolean value.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a boolean.

    Example:

        >>> is_boolean(True)
        True
        >>> is_boolean(False)
        True
        >>> is_boolean(0)
        False

    .. versionadded:: 1.0.0

    .. versionchanged:: 3.0.0
        Added ``is_bool`` as alias.

    .. versionchanged:: 4.0.0
        Removed alias ``is_bool``.
    """
    return isinstance(value, bool)


def is_builtin(value: t.Any) -> bool:
    """
    Checks if `value` is a Python builtin function or method.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a Python builtin function or method.

    Example:

        >>> is_builtin(1)
        True
        >>> is_builtin(list)
        True
        >>> is_builtin("foo")
        False

    .. versionadded:: 3.0.0

    .. versionchanged:: 4.0.0
        Removed alias ``is_native``.
    """
    try:
        return isinstance(value, BuiltinFunctionType) or value in BUILTINS
    except TypeError:  # pragma: no cover
        return False


def is_date(value: t.Any) -> bool:
    """
    Check if `value` is a date object.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a date object.

    Example:

        >>> import datetime
        >>> is_date(datetime.date.today())
        True
        >>> is_date(datetime.datetime.today())
        True
        >>> is_date("2014-01-01")
        False

    Note:
        This will also return ``True`` for datetime objects.

    .. versionadded:: 1.0.0
    """
    return isinstance(value, datetime.date)


def is_decreasing(
    value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]],
) -> bool:
    """
    Check if `value` is monotonically decreasing.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is monotonically decreasing.

    Example:

        >>> is_decreasing([5, 4, 4, 3])
        True
        >>> is_decreasing([5, 5, 5])
        True
        >>> is_decreasing([5, 4, 5])
        False

    .. versionadded:: 2.0.0
    """
    return is_monotone(value, operator.ge)  # type: ignore


def is_dict(value: t.Any) -> bool:
    """
    Checks if `value` is a ``dict``.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a ``dict``.

    Example:

        >>> is_dict({})
        True
        >>> is_dict([])
        False

    .. versionadded:: 1.0.0

    .. versionchanged:: 3.0.0
        Added :func:`is_dict` as main definition and made `is_plain_object`` an alias.

    .. versionchanged:: 4.0.0
        Removed alias ``is_plain_object``.
    """
    return isinstance(value, dict)


def is_empty(value: t.Any) -> bool:
    """
    Checks if `value` is empty.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is empty.

    Example:

        >>> is_empty(0)
        True
        >>> is_empty(1)
        True
        >>> is_empty(True)
        True
        >>> is_empty("foo")
        False
        >>> is_empty(None)
        True
        >>> is_empty({})
        True

    Note:
        Returns ``True`` for booleans and numbers.

    .. versionadded:: 1.0.0
    """
    return is_boolean(value) or is_number(value) or not value


def is_equal(value: t.Any, other: t.Any) -> bool:
    """
    Performs a comparison between two values to determine if they are equivalent to each other.

    Args:
        value: Object to compare.
        other: Object to compare.

    Returns:
        Whether `value` and `other` are equal.

    Example:

        >>> is_equal([1, 2, 3], [1, 2, 3])
        True
        >>> is_equal("a", "A")
        False

    .. versionadded:: 1.0.0

    .. versionchanged:: 4.0.0
        Removed :attr:`iteratee` from :func:`is_equal` and added it in
        :func:`is_equal_with`.
    """
    return is_equal_with(value, other, customizer=None)


def is_equal_cmp(other: T) -> t.Callable[[T], bool]:
    """
    Curried version of :func:`is_equal`.

    Args:
        other: Value to compare.

    Returns:
        A predicate checking whether passed :attr:`value` is equal to :attr:`other`.

    Example:

        >>> is_equal_cmp([1, 2, 3])([1, 2, 3])
        True
        >>> is_equal_cmp("a")("A")
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: is_equal(value, other)


@t.overload
def is_equal_with(value: T, other: T2, customizer: t.Callable[[T, T2], T3]) -> T3: ...


@t.overload
def is_equal_with(value: t.Any, other: t.Any, customizer: t.Callable[..., t.Any]) -> bool: ...


@t.overload
def is_equal_with(value: t.Any, other: t.Any, customizer: None) -> bool: ...


def is_equal_with(value, other, customizer):
    """
    This method is like :func:`is_equal` except that it accepts customizer which is invoked to
    compare values. A customizer is provided which will be executed to compare values. If the
    customizer returns ``None``, comparisons will be handled by the method instead. The customizer
    is invoked with two arguments: ``(value, other)``.

    Args:
        value: Object to compare.
        other: Object to compare.
        customizer: Customizer used to compare values from `value` and `other`.

    Returns:
        Whether `value` and `other` are equal.

    Example:

        >>> is_equal_with([1, 2, 3], [1, 2, 3], None)
        True
        >>> is_equal_with("a", "A", None)
        False
        >>> is_equal_with("a", "A", lambda a, b: a.lower() == b.lower())
        True

    .. versionadded:: 4.0.0
    """
    # If customizer provided, use it for comparison.
    equal = customizer(value, other) if callable(customizer) else None

    # Return customizer results if anything but None.
    if equal is not None:
        pass
    elif (
        callable(customizer)
        and type(value) is type(other)
        and isinstance(value, (list, dict))
        and isinstance(other, (list, dict))
        and len(value) == len(other)
    ):
        # Walk a/b to determine equality using customizer.
        for key, val in iterator(value):
            if pyd.has(other, key):
                equal = is_equal_with(val, other[key], customizer)
            else:
                equal = False

            if not equal:
                break
    else:
        # Use basic == comparison.
        equal = value == other

    return equal


def is_equal_with_cmp(other: T, customizer: t.Callable[[T, T], T3]) -> t.Callable[[T], T3]:
    """
    Curried version of :func:`is_equal_with`.

    Args:
        other: Value to compare.
        customizer: Customizer used to compare values from `value` and `other`.

    Returns:
        A predicate checking whether passed :attr:`value` and :attr:`other` are equal.

    Example:

        >>> is_equal_with_cmp([1, 2, 3], None)([1, 2, 3])
        True
        >>> is_equal_with_cmp("a", None)("A")
        False
        >>> is_equal_with_cmp("a", lambda a, b: a.lower() == b.lower())("A")
        True

    .. versionadded:: 7.1.0
    """
    return lambda value: is_equal_with(value, other, customizer)


def is_error(value: t.Any) -> bool:
    """
    Checks if `value` is an ``Exception``.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is an exception.

    Example:

        >>> is_error(Exception())
        True
        >>> is_error(Exception)
        False
        >>> is_error(None)
        False

    .. versionadded:: 1.1.0
    """
    return isinstance(value, Exception)


def is_even(value: t.Any) -> bool:
    """
    Checks if `value` is even.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is even.

    Example:

        >>> is_even(2)
        True
        >>> is_even(3)
        False
        >>> is_even(False)
        False

    .. versionadded:: 2.0.0
    """
    return is_number(value) and value % 2 == 0


def is_float(value: t.Any) -> TypeGuard[float]:
    """
    Checks if `value` is a float.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a float.

    Example:

        >>> is_float(1.0)
        True
        >>> is_float(1)
        False

    .. versionadded:: 2.0.0
    """
    return isinstance(value, float)


def is_function(value: t.Any) -> bool:
    """
    Checks if `value` is a function.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is callable.

    Example:

        >>> is_function(list)
        True
        >>> is_function(lambda: True)
        True
        >>> is_function(1)
        False

    .. versionadded:: 1.0.0
    """
    return callable(value)


def is_increasing(
    value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]],
) -> bool:
    """
    Check if `value` is monotonically increasing.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is monotonically increasing.

    Example:

        >>> is_increasing([1, 3, 5])
        True
        >>> is_increasing([1, 1, 2, 3, 3])
        True
        >>> is_increasing([5, 5, 5])
        True
        >>> is_increasing([1, 2, 4, 3])
        False

    .. versionadded:: 2.0.0
    """
    return is_monotone(value, operator.le)  # type: ignore


def is_indexed(value: t.Any) -> bool:
    """
    Checks if `value` is integer indexed, i.e., ``list``, ``str`` or ``tuple``.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is integer indexed.

    Example:

        >>> is_indexed("")
        True
        >>> is_indexed([])
        True
        >>> is_indexed(())
        True
        >>> is_indexed({})
        False

    .. versionadded:: 2.0.0

    .. versionchanged:: 3.0.0
        Return ``True`` for tuples.
    """
    return isinstance(value, (list, tuple, str))


def is_instance_of(value: t.Any, types: t.Union[type, t.Tuple[type, ...]]) -> bool:
    """
    Checks if `value` is an instance of `types`.

    Args:
        value: Value to check.
        types: Types to check against. Pass as ``tuple`` to check if `value` is one of
            multiple types.

    Returns:
        Whether `value` is an instance of `types`.

    Example:

        >>> is_instance_of({}, dict)
        True
        >>> is_instance_of({}, list)
        False

    .. versionadded:: 2.0.0
    """
    return isinstance(value, types)


def is_instance_of_cmp(
    types: t.Union[type, t.Tuple[type, ...]],
) -> t.Callable[[t.Any], bool]:
    """
    Curried version of :func:`is_instance_of`.

    Args:
        types: Types to check against. Pass as ``tuple`` to check if `value` is one of
            multiple types.

    Returns:
        A predicate checking whether passed :attr:`value` is an instance of :attr:`types`.

    Example:

        >>> is_instance_of_cmp(dict)({})
        True
        >>> is_instance_of_cmp(list)({})
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: is_instance_of(value, types)


def is_integer(value: t.Any) -> TypeGuard[int]:
    """
    Checks if `value` is a integer.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is an integer.

    Example:

        >>> is_integer(1)
        True
        >>> is_integer(1.0)
        False
        >>> is_integer(True)
        False

    .. versionadded:: 2.0.0

    .. versionchanged:: 3.0.0
        Added ``is_int`` as alias.

    .. versionchanged:: 4.0.0
        Removed alias ``is_int``.
    """
    return is_number(value) and isinstance(value, int)


def is_iterable(value: t.Any) -> bool:
    """
    Checks if `value` is an iterable.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is an iterable.

    Example:

        >>> is_iterable([])
        True
        >>> is_iterable({})
        True
        >>> is_iterable(())
        True
        >>> is_iterable(5)
        False
        >>> is_iterable(True)
        False

    .. versionadded:: 3.3.0
    """
    try:
        iter(value)
    except TypeError:
        return False
    else:
        return True


def is_json(value: t.Any) -> bool:
    """
    Checks if `value` is a valid JSON string.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is JSON.

    Example:

        >>> is_json({})
        False
        >>> is_json("{}")
        True
        >>> is_json({"hello": 1, "world": 2})
        False
        >>> is_json('{"hello": 1, "world": 2}')
        True

    .. versionadded:: 2.0.0
    """
    try:
        json.loads(value)
        return True
    except Exception:
        return False


def is_list(value: t.Any) -> bool:
    """
    Checks if `value` is a list.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a list.

    Example:

        >>> is_list([])
        True
        >>> is_list({})
        False
        >>> is_list(())
        False

    .. versionadded:: 1.0.0
    """
    return isinstance(value, list)


def is_match(obj: t.Any, source: t.Any) -> bool:
    """
    Performs a partial deep comparison between `obj` and `source` to determine if `obj` contains
    equivalent property values.

    Args:
        obj: Object to compare.
        source: Object of property values to match.

    Returns:
        Whether `obj` is a match or not.

    Example:

        >>> is_match({'a': 1, 'b': 2}, {'b': 2})
        True
        >>> is_match({'a': 1, 'b': 2}, {'b': 3})
        False
        >>> is_match({'a': [{'b': [{'c': 3, 'd': 4}]}]},\
                     {'a': [{'b': [{'d': 4}]}]})
        True

    .. versionadded:: 3.0.0

    .. versionchanged:: 3.2.0
        Don't compare `obj` and `source` using ``type``. Use ``isinstance``
        exclusively.

    .. versionchanged:: 4.0.0
        Move `iteratee` argument to :func:`is_match_with`.
    """
    return is_match_with(obj, source)


def is_match_cmp(source: t.Any) -> t.Callable[[t.Any], bool]:
    """
    Curried version of :func:`is_match`.

    Args:
        source: Object of property values to match.

    Returns:
        A predicate checking whether passed :attr:`obj` is a match or not.

    Example:

        >>> is_match_cmp({"b": 2})({"a": 1, "b": 2})
        True
        >>> is_match_cmp({"b": 3})({"a": 1, "b": 2})
        False
        >>> is_match_cmp({"a": [{"b": [{"d": 4}]}]})({"a": [{"b": [{"c": 3, "d": 4}]}]})
        True

    .. versionadded:: 7.1.0
    """
    return lambda obj: is_match(obj, source)


def is_match_with(
    obj: t.Any,
    source: t.Any,
    customizer: t.Any = None,
    _key: t.Any = UNSET,
    _obj: t.Any = UNSET,
    _source: t.Any = UNSET,
) -> bool:
    """
    This method is like :func:`is_match` except that it accepts customizer which is invoked to
    compare values. If customizer returns ``None``, comparisons are handled by the method instead.
    The customizer is invoked with five arguments: ``(obj_value, src_value, index|key, obj,
    source)``.

    Args:
        obj: Object to compare.
        source: Object of property values to match.
        customizer: Customizer used to compare values from `obj` and `source`.

    Returns:
        Whether `obj` is a match or not.

    Example:

        >>> is_greeting = lambda val: val in ("hello", "hi")
        >>> customizer = lambda ov, sv: is_greeting(ov) and is_greeting(sv)
        >>> obj = {"greeting": "hello"}
        >>> src = {"greeting": "hi"}
        >>> is_match_with(obj, src, customizer)
        True

    .. versionadded:: 4.0.0
    """
    if _obj is UNSET:
        _obj = obj

    if _source is UNSET:
        _source = source

    if not callable(customizer):

        def cbk(obj_value, src_value):
            return obj_value == src_value

        # no attribute `_argcount`
        cbk._argcount = 2  # type: ignore
    else:
        cbk = customizer

    if isinstance(source, (Mapping, Iterable)) and not isinstance(source, str):
        # Set equal to True if source is empty, otherwise, False and then allow deep comparison to
        # determine equality.
        equal = not source

        # Walk a/b to determine equality.
        for key, value in iterator(source):
            try:
                obj_value = base_get(obj, key)
                equal = is_match_with(obj_value, value, cbk, _key=key, _obj=_obj, _source=_source)
            except Exception:
                equal = False

            if not equal:
                break
    else:
        equal = callit(cbk, obj, source, _key, _obj, _source)

    return equal


def is_match_with_cmp(source: t.Any, customizer: t.Any = None) -> t.Callable[[t.Any], bool]:
    """
    Curried version of :func:`is_match_with`.

    Args:
        source: Object of property values to match.
        customizer: Customizer used to compare values from `obj` and `source`.

    Returns:
        A predicate checking whether passed :attr:`obj` is a match or not.

    Example:

        >>> is_greeting = lambda val: val in ("hello", "hi")
        >>> customizer = lambda ov, sv: is_greeting(ov) and is_greeting(sv)
        >>> obj = {"greeting": "hello"}
        >>> src = {"greeting": "hi"}
        >>> is_match_with_cmp(src, customizer)(obj)
        True

    .. versionadded:: 7.1.0
    """
    return lambda obj: is_match_with(obj, source, customizer)


def is_monotone(value: t.Union[T, t.List[T]], op: t.Callable[[T, T], t.Any]) -> bool:
    """
    Checks if `value` is monotonic when `operator` used for comparison.

    Args:
        value: Value to check.
        op: Operation to used for comparison.

    Returns:
        Whether `value` is monotone.

    Example:

        >>> is_monotone([1, 1, 2, 3], operator.le)
        True
        >>> is_monotone([1, 1, 2, 3], operator.lt)
        False

    .. versionadded:: 2.0.0
    """
    if not is_list(value):
        l_value = [value]
    else:
        l_value = value  # type: ignore

    search = (
        False
        for x, y in zip(l_value, islice(l_value, 1, None))
        if not op(x, y)  # type: ignore
    )

    return next(search, True)


def is_monotone_cmp(
    op: t.Callable[[T, T], t.Any],
) -> t.Callable[[t.Union[T, t.List[T]]], bool]:
    """
    Curried version of :func:`is_monotone`.

    Args:
        op: Operation to used for comparison.

    Returns:
        A predicate checking whether passed :attr:`value` is monotone.

    Example:

        >>> is_monotone_cmp(operator.le)([1, 1, 2, 3])
        True
        >>> is_monotone_cmp(operator.lt)([1, 1, 2, 3])
        False

    .. versionadded:: 7.1.0
    """
    return lambda value: is_monotone(value, op)


def is_nan(value: t.Any) -> bool:
    """
    Checks if `value` is not a number.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is not a number.

    Example:

        >>> is_nan("a")
        True
        >>> is_nan(1)
        False
        >>> is_nan(1.0)
        False

    .. versionadded:: 1.0.0
    """
    return not is_number(value)


def is_negative(value: t.Any) -> bool:
    """
    Checks if `value` is negative.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is negative.

    Example:

        >>> is_negative(-1)
        True
        >>> is_negative(0)
        False
        >>> is_negative(1)
        False

    .. versionadded:: 2.0.0
    """
    return is_number(value) and value < 0


def is_none(value: t.Any) -> TypeGuard[None]:
    """
    Checks if `value` is `None`.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is ``None``.

    Example:

        >>> is_none(None)
        True
        >>> is_none(False)
        False

    .. versionadded:: 1.0.0
    """
    return value is None


def is_number(value: t.Any) -> bool:
    """
    Checks if `value` is a number.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a number.

    Note:
        Returns ``True`` for ``int``, ``long`` (PY2), ``float``, and
        ``decimal.Decimal``.

    Example:

        >>> is_number(1)
        True
        >>> is_number(1.0)
        True
        >>> is_number("a")
        False

    .. versionadded:: 1.0.0

    .. versionchanged:: 3.0.0
        Added ``is_num`` as alias.

    .. versionchanged:: 4.0.0
        Removed alias ``is_num``.
    """
    return not is_boolean(value) and isinstance(value, NUMBER_TYPES)


def is_object(value: t.Any) -> bool:
    """
    Checks if `value` is a ``list`` or ``dict``.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is ``list`` or ``dict``.

    Example:

        >>> is_object([])
        True
        >>> is_object({})
        True
        >>> is_object(())
        False
        >>> is_object(1)
        False

    .. versionadded:: 1.0.0
    """
    return isinstance(value, (list, dict))


def is_odd(value: t.Any) -> bool:
    """
    Checks if `value` is odd.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is odd.

    Example:

        >>> is_odd(3)
        True
        >>> is_odd(2)
        False
        >>> is_odd("a")
        False

    .. versionadded:: 2.0.0
    """
    return is_number(value) and value % 2 != 0


def is_positive(value: t.Any) -> bool:
    """
    Checks if `value` is positive.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is positive.

    Example:

        >>> is_positive(1)
        True
        >>> is_positive(0)
        False
        >>> is_positive(-1)
        False

    .. versionadded:: 2.0.0
    """
    return is_number(value) and value > 0


def is_reg_exp(value: t.Any) -> TypeGuard[re.Pattern[t.Any]]:
    """
    Checks if `value` is a ``RegExp`` object.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a RegExp object.

    Example:

        >>> is_reg_exp(re.compile(""))
        True
        >>> is_reg_exp("")
        False

    .. versionadded:: 1.1.0

    .. versionchanged:: 4.0.0
        Removed alias ``is_re``.
    """
    return isinstance(value, RegExp)


def is_set(value: t.Any) -> bool:
    """
    Checks if the given value is a set object or not.

    Args:
        value: Value passed in by the user.

    Returns:
        True if the given value is a set else False.

    Example:

        >>> is_set(set([1, 2]))
        True
        >>> is_set([1, 2, 3])
        False

    .. versionadded:: 4.0.0
    """
    return isinstance(value, set)


def is_strictly_decreasing(
    value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]],
) -> bool:
    """
    Check if `value` is strictly decreasing.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is strictly decreasing.

    Example:

        >>> is_strictly_decreasing([4, 3, 2, 1])
        True
        >>> is_strictly_decreasing([4, 4, 2, 1])
        False

    .. versionadded:: 2.0.0
    """
    return is_monotone(value, operator.gt)  # type: ignore


def is_strictly_increasing(
    value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]],
) -> bool:
    """
    Check if `value` is strictly increasing.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is strictly increasing.

    Example:

        >>> is_strictly_increasing([1, 2, 3, 4])
        True
        >>> is_strictly_increasing([1, 1, 3, 4])
        False

    .. versionadded:: 2.0.0
    """
    return is_monotone(value, operator.lt)  # type: ignore


def is_string(value: t.Any) -> TypeGuard[str]:
    """
    Checks if `value` is a string.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a string.

    Example:

        >>> is_string("")
        True
        >>> is_string(1)
        False

    .. versionadded:: 1.0.0
    """
    return isinstance(value, str)


def is_tuple(value: t.Any) -> bool:
    """
    Checks if `value` is a tuple.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is a tuple.

    Example:

        >>> is_tuple(())
        True
        >>> is_tuple({})
        False
        >>> is_tuple([])
        False

    .. versionadded:: 3.0.0
    """
    return isinstance(value, tuple)


def is_zero(value: t.Any) -> TypeGuard[int]:
    """
    Checks if `value` is ``0``.

    Args:
        value: Value to check.

    Returns:
        Whether `value` is ``0``.

    Example:

        >>> is_zero(0)
        True
        >>> is_zero(1)
        False

    .. versionadded:: 2.0.0
    """
    return value == 0 and is_integer(value)
