reflex_copy/reflex/vars/number.py

"""Immutable number vars."""

from __future__ import annotations

import dataclasses
import decimal
import json
import math
from collections.abc import Callable
from typing import TYPE_CHECKING, Any, NoReturn, TypeVar, overload

from typing_extensions import TypeVar as TypeVarExt

from reflex.constants.base import Dirs
from reflex.utils.exceptions import (
    PrimitiveUnserializableToJSONError,
    VarTypeError,
    VarValueError,
)
from reflex.utils.imports import ImportDict, ImportVar
from reflex.utils.types import safe_issubclass

from .base import (
    CustomVarOperationReturn,
    LiteralVar,
    Var,
    VarData,
    unionize,
    var_operation,
    var_operation_return,
)

NUMBER_T = TypeVarExt(
    "NUMBER_T",
    bound=(int | float | decimal.Decimal),
    default=(int | float | decimal.Decimal),
    covariant=True,
)

if TYPE_CHECKING:
    from .sequence import ArrayVar


def raise_unsupported_operand_types(
    operator: str, operands_types: tuple[type, ...]
) -> NoReturn:
    """Raise an unsupported operand types error.

    Args:
        operator: The operator.
        operands_types: The types of the operands.

    Raises:
        VarTypeError: The operand types are unsupported.
    """
    raise VarTypeError(
        f"Unsupported Operand type(s) for {operator}: {', '.join(t.__name__ for t in operands_types)}"
    )


class NumberVar(Var[NUMBER_T], python_types=(int, float, decimal.Decimal)):
    """Base class for immutable number vars."""

    def __add__(self, other: number_types) -> NumberVar:
        """Add two numbers.

        Args:
            other: The other number.

        Returns:
            The number addition operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("+", (type(self), type(other)))
        return number_add_operation(self, +other)

    def __radd__(self, other: number_types) -> NumberVar:
        """Add two numbers.

        Args:
            other: The other number.

        Returns:
            The number addition operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("+", (type(other), type(self)))
        return number_add_operation(+other, self)

    def __sub__(self, other: number_types) -> NumberVar:
        """Subtract two numbers.

        Args:
            other: The other number.

        Returns:
            The number subtraction operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("-", (type(self), type(other)))

        return number_subtract_operation(self, +other)

    def __rsub__(self, other: number_types) -> NumberVar:
        """Subtract two numbers.

        Args:
            other: The other number.

        Returns:
            The number subtraction operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("-", (type(other), type(self)))

        return number_subtract_operation(+other, self)

    def __abs__(self):
        """Get the absolute value of the number.

        Returns:
            The number absolute operation.
        """
        return number_abs_operation(self)

    @overload
    def __mul__(self, other: number_types | boolean_types) -> NumberVar: ...

    @overload
    def __mul__(self, other: list | tuple | set | ArrayVar) -> ArrayVar: ...

    def __mul__(self, other: Any):
        """Multiply two numbers.

        Args:
            other: The other number.

        Returns:
            The number multiplication operation.
        """
        from .sequence import ArrayVar, LiteralArrayVar

        if isinstance(other, (list, tuple, ArrayVar)):
            if isinstance(other, ArrayVar):
                return other * self
            return LiteralArrayVar.create(other) * self

        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("*", (type(self), type(other)))

        return number_multiply_operation(self, +other)

    @overload
    def __rmul__(self, other: number_types | boolean_types) -> NumberVar: ...

    @overload
    def __rmul__(self, other: list | tuple | set | ArrayVar) -> ArrayVar: ...

    def __rmul__(self, other: Any):
        """Multiply two numbers.

        Args:
            other: The other number.

        Returns:
            The number multiplication operation.
        """
        from .sequence import ArrayVar, LiteralArrayVar

        if isinstance(other, (list, tuple, ArrayVar)):
            if isinstance(other, ArrayVar):
                return other * self
            return LiteralArrayVar.create(other) * self

        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("*", (type(other), type(self)))

        return number_multiply_operation(+other, self)

    def __truediv__(self, other: number_types) -> NumberVar:
        """Divide two numbers.

        Args:
            other: The other number.

        Returns:
            The number true division operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("/", (type(self), type(other)))

        return number_true_division_operation(self, +other)

    def __rtruediv__(self, other: number_types) -> NumberVar:
        """Divide two numbers.

        Args:
            other: The other number.

        Returns:
            The number true division operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("/", (type(other), type(self)))

        return number_true_division_operation(+other, self)

    def __floordiv__(self, other: number_types) -> NumberVar:
        """Floor divide two numbers.

        Args:
            other: The other number.

        Returns:
            The number floor division operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("//", (type(self), type(other)))

        return number_floor_division_operation(self, +other)

    def __rfloordiv__(self, other: number_types) -> NumberVar:
        """Floor divide two numbers.

        Args:
            other: The other number.

        Returns:
            The number floor division operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("//", (type(other), type(self)))

        return number_floor_division_operation(+other, self)

    def __mod__(self, other: number_types) -> NumberVar:
        """Modulo two numbers.

        Args:
            other: The other number.

        Returns:
            The number modulo operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("%", (type(self), type(other)))

        return number_modulo_operation(self, +other)

    def __rmod__(self, other: number_types) -> NumberVar:
        """Modulo two numbers.

        Args:
            other: The other number.

        Returns:
            The number modulo operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("%", (type(other), type(self)))

        return number_modulo_operation(+other, self)

    def __pow__(self, other: number_types) -> NumberVar:
        """Exponentiate two numbers.

        Args:
            other: The other number.

        Returns:
            The number exponent operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("**", (type(self), type(other)))

        return number_exponent_operation(self, +other)

    def __rpow__(self, other: number_types) -> NumberVar:
        """Exponentiate two numbers.

        Args:
            other: The other number.

        Returns:
            The number exponent operation.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("**", (type(other), type(self)))

        return number_exponent_operation(+other, self)

    def __neg__(self) -> NumberVar:
        """Negate the number.

        Returns:
            The number negation operation.
        """
        return number_negate_operation(self)  # pyright: ignore [reportReturnType]

    def __invert__(self):
        """Boolean NOT the number.

        Returns:
            The boolean NOT operation.
        """
        return boolean_not_operation(self.bool())

    def __pos__(self) -> NumberVar:
        """Positive the number.

        Returns:
            The number.
        """
        return self

    def __round__(self, ndigits: int | NumberVar = 0) -> NumberVar:
        """Round the number.

        Args:
            ndigits: The number of digits to round.

        Returns:
            The number round operation.
        """
        if not isinstance(ndigits, NUMBER_TYPES):
            raise_unsupported_operand_types("round", (type(self), type(ndigits)))

        return number_round_operation(self, +ndigits)

    def __ceil__(self):
        """Ceil the number.

        Returns:
            The number ceil operation.
        """
        return number_ceil_operation(self)

    def __floor__(self):
        """Floor the number.

        Returns:
            The number floor operation.
        """
        return number_floor_operation(self)

    def __trunc__(self):
        """Trunc the number.

        Returns:
            The number trunc operation.
        """
        return number_trunc_operation(self)

    def __lt__(self, other: number_types) -> BooleanVar:
        """Less than comparison.

        Args:
            other: The other number.

        Returns:
            The result of the comparison.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("<", (type(self), type(other)))
        return less_than_operation(+self, +other)

    def __le__(self, other: number_types) -> BooleanVar:
        """Less than or equal comparison.

        Args:
            other: The other number.

        Returns:
            The result of the comparison.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types("<=", (type(self), type(other)))
        return less_than_or_equal_operation(+self, +other)

    def __eq__(self, other: Any):
        """Equal comparison.

        Args:
            other: The other number.

        Returns:
            The result of the comparison.
        """
        if isinstance(other, NUMBER_TYPES):
            return equal_operation(+self, +other)
        return equal_operation(self, other)

    def __ne__(self, other: Any):
        """Not equal comparison.

        Args:
            other: The other number.

        Returns:
            The result of the comparison.
        """
        if isinstance(other, NUMBER_TYPES):
            return not_equal_operation(+self, +other)
        return not_equal_operation(self, other)

    def __gt__(self, other: number_types) -> BooleanVar:
        """Greater than comparison.

        Args:
            other: The other number.

        Returns:
            The result of the comparison.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types(">", (type(self), type(other)))
        return greater_than_operation(+self, +other)

    def __ge__(self, other: number_types) -> BooleanVar:
        """Greater than or equal comparison.

        Args:
            other: The other number.

        Returns:
            The result of the comparison.
        """
        if not isinstance(other, NUMBER_TYPES):
            raise_unsupported_operand_types(">=", (type(self), type(other)))
        return greater_than_or_equal_operation(+self, +other)

    def _is_strict_float(self) -> bool:
        """Check if the number is a float.

        Returns:
            bool: True if the number is a float.
        """
        return safe_issubclass(self._var_type, float)

    def _is_strict_int(self) -> bool:
        """Check if the number is an int.

        Returns:
            bool: True if the number is an int.
        """
        return safe_issubclass(self._var_type, int)

    def __format__(self, format_spec: str) -> str:
        """Format the number.

        Args:
            format_spec: The format specifier.

        Returns:
            The formatted number.

        Raises:
            VarValueError: If the format specifier is not supported.
        """
        from .sequence import (
            get_decimal_string_operation,
            get_decimal_string_separator_operation,
        )

        separator = ""

        if format_spec and format_spec[:1] == ",":
            separator = ","
            format_spec = format_spec[1:]
        elif format_spec and format_spec[:1] == "_":
            separator = "_"
            format_spec = format_spec[1:]

        if (
            format_spec
            and format_spec[-1] == "f"
            and format_spec[0] == "."
            and format_spec[1:-1].isdigit()
        ):
            how_many_decimals = int(format_spec[1:-1])
            return f"{get_decimal_string_operation(self, Var.create(how_many_decimals), Var.create(separator))}"

        if not format_spec and separator:
            return (
                f"{get_decimal_string_separator_operation(self, Var.create(separator))}"
            )

        if format_spec:
            raise VarValueError(
                f"Unknown format code '{format_spec}' for object of type 'NumberVar'. It is only supported to use ',', '_', and '.f' for float numbers."
                "If possible, use computed variables instead: https://reflex.dev/docs/vars/computed-vars/"
            )

        return super().__format__(format_spec)


def binary_number_operation(
    func: Callable[[NumberVar, NumberVar], str],
) -> Callable[[number_types, number_types], NumberVar]:
    """Decorator to create a binary number operation.

    Args:
        func: The binary number operation function.

    Returns:
        The binary number operation.
    """

    @var_operation
    def operation(lhs: NumberVar, rhs: NumberVar):
        return var_operation_return(
            js_expression=func(lhs, rhs),
            var_type=unionize(lhs._var_type, rhs._var_type),
        )

    def wrapper(lhs: number_types, rhs: number_types) -> NumberVar:
        """Create the binary number operation.

        Args:
            lhs: The first number.
            rhs: The second number.

        Returns:
            The binary number operation.
        """
        return operation(lhs, rhs)  # pyright: ignore [reportReturnType, reportArgumentType]

    return wrapper


@binary_number_operation
def number_add_operation(lhs: NumberVar, rhs: NumberVar):
    """Add two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number addition operation.
    """
    return f"({lhs} + {rhs})"


@binary_number_operation
def number_subtract_operation(lhs: NumberVar, rhs: NumberVar):
    """Subtract two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number subtraction operation.
    """
    return f"({lhs} - {rhs})"


@var_operation
def number_abs_operation(value: NumberVar):
    """Get the absolute value of the number.

    Args:
        value: The number.

    Returns:
        The number absolute operation.
    """
    return var_operation_return(
        js_expression=f"Math.abs({value})", var_type=value._var_type
    )


@binary_number_operation
def number_multiply_operation(lhs: NumberVar, rhs: NumberVar):
    """Multiply two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number multiplication operation.
    """
    return f"({lhs} * {rhs})"


@var_operation
def number_negate_operation(
    value: NumberVar[NUMBER_T],
) -> CustomVarOperationReturn[NUMBER_T]:
    """Negate the number.

    Args:
        value: The number.

    Returns:
        The number negation operation.
    """
    return var_operation_return(js_expression=f"-({value})", var_type=value._var_type)


@binary_number_operation
def number_true_division_operation(lhs: NumberVar, rhs: NumberVar):
    """Divide two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number true division operation.
    """
    return f"({lhs} / {rhs})"


@binary_number_operation
def number_floor_division_operation(lhs: NumberVar, rhs: NumberVar):
    """Floor divide two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number floor division operation.
    """
    return f"Math.floor({lhs} / {rhs})"


@binary_number_operation
def number_modulo_operation(lhs: NumberVar, rhs: NumberVar):
    """Modulo two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number modulo operation.
    """
    return f"({lhs} % {rhs})"


@binary_number_operation
def number_exponent_operation(lhs: NumberVar, rhs: NumberVar):
    """Exponentiate two numbers.

    Args:
        lhs: The first number.
        rhs: The second number.

    Returns:
        The number exponent operation.
    """
    return f"({lhs} ** {rhs})"


@var_operation
def number_round_operation(value: NumberVar, ndigits: NumberVar | int):
    """Round the number.

    Args:
        value: The number.
        ndigits: The number of digits.

    Returns:
        The number round operation.
    """
    if (isinstance(ndigits, LiteralNumberVar) and ndigits._var_value == 0) or (
        isinstance(ndigits, int) and ndigits == 0
    ):
        return var_operation_return(js_expression=f"Math.round({value})", var_type=int)
    return var_operation_return(
        js_expression=f"(+{value}.toFixed({ndigits}))", var_type=float
    )


@var_operation
def number_ceil_operation(value: NumberVar):
    """Ceil the number.

    Args:
        value: The number.

    Returns:
        The number ceil operation.
    """
    return var_operation_return(js_expression=f"Math.ceil({value})", var_type=int)


@var_operation
def number_floor_operation(value: NumberVar):
    """Floor the number.

    Args:
        value: The number.

    Returns:
        The number floor operation.
    """
    return var_operation_return(js_expression=f"Math.floor({value})", var_type=int)


@var_operation
def number_trunc_operation(value: NumberVar):
    """Trunc the number.

    Args:
        value: The number.

    Returns:
        The number trunc operation.
    """
    return var_operation_return(js_expression=f"Math.trunc({value})", var_type=int)


class BooleanVar(NumberVar[bool], python_types=bool):
    """Base class for immutable boolean vars."""

    def __invert__(self):
        """NOT the boolean.

        Returns:
            The boolean NOT operation.
        """
        return boolean_not_operation(self)

    def __int__(self):
        """Convert the boolean to an int.

        Returns:
            The boolean to int operation.
        """
        return boolean_to_number_operation(self)

    def __pos__(self):
        """Convert the boolean to an int.

        Returns:
            The boolean to int operation.
        """
        return boolean_to_number_operation(self)

    def bool(self) -> BooleanVar:
        """Boolean conversion.

        Returns:
            The boolean value of the boolean.
        """
        return self

    def __lt__(self, other: Any):
        """Less than comparison.

        Args:
            other: The other boolean.

        Returns:
            The result of the comparison.
        """
        return +self < other

    def __le__(self, other: Any):
        """Less than or equal comparison.

        Args:
            other: The other boolean.

        Returns:
            The result of the comparison.
        """
        return +self <= other

    def __gt__(self, other: Any):
        """Greater than comparison.

        Args:
            other: The other boolean.

        Returns:
            The result of the comparison.
        """
        return +self > other

    def __ge__(self, other: Any):
        """Greater than or equal comparison.

        Args:
            other: The other boolean.

        Returns:
            The result of the comparison.
        """
        return +self >= other


@var_operation
def boolean_to_number_operation(value: BooleanVar):
    """Convert the boolean to a number.

    Args:
        value: The boolean.

    Returns:
        The boolean to number operation.
    """
    return var_operation_return(js_expression=f"Number({value})", var_type=int)


def comparison_operator(
    func: Callable[[Var, Var], str],
) -> Callable[[Var | Any, Var | Any], BooleanVar]:
    """Decorator to create a comparison operation.

    Args:
        func: The comparison operation function.

    Returns:
        The comparison operation.
    """

    @var_operation
    def operation(lhs: Var, rhs: Var):
        return var_operation_return(
            js_expression=func(lhs, rhs),
            var_type=bool,
        )

    def wrapper(lhs: Var | Any, rhs: Var | Any) -> BooleanVar:
        """Create the comparison operation.

        Args:
            lhs: The first value.
            rhs: The second value.

        Returns:
            The comparison operation.
        """
        return operation(lhs, rhs)

    return wrapper


@comparison_operator
def greater_than_operation(lhs: Var, rhs: Var):
    """Greater than comparison.

    Args:
        lhs: The first value.
        rhs: The second value.

    Returns:
        The result of the comparison.
    """
    return f"({lhs} > {rhs})"


@comparison_operator
def greater_than_or_equal_operation(lhs: Var, rhs: Var):
    """Greater than or equal comparison.

    Args:
        lhs: The first value.
        rhs: The second value.

    Returns:
        The result of the comparison.
    """
    return f"({lhs} >= {rhs})"


@comparison_operator
def less_than_operation(lhs: Var, rhs: Var):
    """Less than comparison.

    Args:
        lhs: The first value.
        rhs: The second value.

    Returns:
        The result of the comparison.
    """
    return f"({lhs} < {rhs})"


@comparison_operator
def less_than_or_equal_operation(lhs: Var, rhs: Var):
    """Less than or equal comparison.

    Args:
        lhs: The first value.
        rhs: The second value.

    Returns:
        The result of the comparison.
    """
    return f"({lhs} <= {rhs})"


@comparison_operator
def equal_operation(lhs: Var, rhs: Var):
    """Equal comparison.

    Args:
        lhs: The first value.
        rhs: The second value.

    Returns:
        The result of the comparison.
    """
    return f"({lhs} === {rhs})"


@comparison_operator
def not_equal_operation(lhs: Var, rhs: Var):
    """Not equal comparison.

    Args:
        lhs: The first value.
        rhs: The second value.

    Returns:
        The result of the comparison.
    """
    return f"({lhs} !== {rhs})"


@var_operation
def boolean_not_operation(value: BooleanVar):
    """Boolean NOT the boolean.

    Args:
        value: The boolean.

    Returns:
        The boolean NOT operation.
    """
    return var_operation_return(js_expression=f"!({value})", var_type=bool)


@dataclasses.dataclass(
    eq=False,
    frozen=True,
    slots=True,
)
class LiteralNumberVar(LiteralVar, NumberVar[NUMBER_T]):
    """Base class for immutable literal number vars."""

    _var_value: float | int | decimal.Decimal = dataclasses.field(default=0)

    def json(self) -> str:
        """Get the JSON representation of the var.

        Returns:
            The JSON representation of the var.

        Raises:
            PrimitiveUnserializableToJSONError: If the var is unserializable to JSON.
        """
        if isinstance(self._var_value, decimal.Decimal):
            return json.dumps(float(self._var_value))
        if math.isinf(self._var_value) or math.isnan(self._var_value):
            raise PrimitiveUnserializableToJSONError(
                f"No valid JSON representation for {self}"
            )
        return json.dumps(self._var_value)

    def __hash__(self) -> int:
        """Calculate the hash value of the object.

        Returns:
            int: The hash value of the object.
        """
        return hash((type(self).__name__, self._var_value))

    @classmethod
    def create(
        cls, value: float | int | decimal.Decimal, _var_data: VarData | None = None
    ):
        """Create the number var.

        Args:
            value: The value of the var.
            _var_data: Additional hooks and imports associated with the Var.

        Returns:
            The number var.
        """
        if math.isinf(value):
            js_expr = "Infinity" if value > 0 else "-Infinity"
        elif math.isnan(value):
            js_expr = "NaN"
        else:
            js_expr = str(value)

        return cls(
            _js_expr=js_expr,
            _var_type=type(value),
            _var_data=_var_data,
            _var_value=value,
        )


@dataclasses.dataclass(
    eq=False,
    frozen=True,
    slots=True,
)
class LiteralBooleanVar(LiteralVar, BooleanVar):
    """Base class for immutable literal boolean vars."""

    _var_value: bool = dataclasses.field(default=False)

    def json(self) -> str:
        """Get the JSON representation of the var.

        Returns:
            The JSON representation of the var.
        """
        return "true" if self._var_value else "false"

    def __hash__(self) -> int:
        """Calculate the hash value of the object.

        Returns:
            int: The hash value of the object.
        """
        return hash((type(self).__name__, self._var_value))

    @classmethod
    def create(cls, value: bool, _var_data: VarData | None = None):
        """Create the boolean var.

        Args:
            value: The value of the var.
            _var_data: Additional hooks and imports associated with the Var.

        Returns:
            The boolean var.
        """
        return cls(
            _js_expr="true" if value else "false",
            _var_type=bool,
            _var_data=_var_data,
            _var_value=value,
        )


number_types = NumberVar | int | float | decimal.Decimal
boolean_types = BooleanVar | bool


_IS_TRUE_IMPORT: ImportDict = {
    f"$/{Dirs.STATE_PATH}": [ImportVar(tag="isTrue")],
}

_IS_NOT_NULL_OR_UNDEFINED_IMPORT: ImportDict = {
    f"$/{Dirs.STATE_PATH}": [ImportVar(tag="isNotNullOrUndefined")],
}


@var_operation
def boolify(value: Var):
    """Convert the value to a boolean.

    Args:
        value: The value.

    Returns:
        The boolean value.
    """
    return var_operation_return(
        js_expression=f"isTrue({value})",
        var_type=bool,
        var_data=VarData(imports=_IS_TRUE_IMPORT),
    )


@var_operation
def is_not_none_operation(value: Var):
    """Check if the value is not None.

    Args:
        value: The value.

    Returns:
        The boolean value.
    """
    return var_operation_return(
        js_expression=f"isNotNullOrUndefined({value})",
        var_type=bool,
        var_data=VarData(imports=_IS_NOT_NULL_OR_UNDEFINED_IMPORT),
    )


T = TypeVar("T")
U = TypeVar("U")


@var_operation
def ternary_operation(
    condition: Var[bool], if_true: Var[T], if_false: Var[U]
) -> CustomVarOperationReturn[T | U]:
    """Create a ternary operation.

    Args:
        condition: The condition.
        if_true: The value if the condition is true.
        if_false: The value if the condition is false.

    Returns:
        The ternary operation.
    """
    type_value: type[T] | type[U] = unionize(if_true._var_type, if_false._var_type)
    value: CustomVarOperationReturn[T | U] = var_operation_return(
        js_expression=f"({condition} ? {if_true} : {if_false})",
        var_type=type_value,
    )
    return value


NUMBER_TYPES = (int, float, decimal.Decimal, NumberVar)