eptm_dashboard/.venv/lib/python3.12/site-packages/reflex_base/vars/sequence.py

1843 lines
51 KiB
Python

"""Collection of string classes and utilities."""
from __future__ import annotations
import collections.abc
import dataclasses
import decimal
import inspect
import json
import re
from collections.abc import Iterable, Mapping, Sequence
from typing import TYPE_CHECKING, Any, Literal, TypeVar, get_args, overload
from typing_extensions import TypeVar as TypingExtensionsTypeVar
from reflex_base import constants
from reflex_base.constants.base import REFLEX_VAR_OPENING_TAG
from reflex_base.utils import types
from reflex_base.utils.exceptions import VarTypeError
from reflex_base.utils.types import GenericType, get_origin
from .base import (
CachedVarOperation,
CustomVarOperationReturn,
LiteralVar,
Var,
VarData,
_global_vars,
cached_property_no_lock,
figure_out_type,
get_unique_variable_name,
unionize,
var_operation,
var_operation_return,
)
from .number import (
BooleanVar,
LiteralNumberVar,
NumberVar,
raise_unsupported_operand_types,
)
if TYPE_CHECKING:
from .base import DATACLASS_TYPE, SQLA_TYPE
from .function import FunctionVar
from .object import ObjectVar
ARRAY_VAR_TYPE = TypeVar("ARRAY_VAR_TYPE", bound=Sequence, covariant=True)
OTHER_ARRAY_VAR_TYPE = TypeVar("OTHER_ARRAY_VAR_TYPE", bound=Sequence, covariant=True)
MAPPING_VAR_TYPE = TypeVar("MAPPING_VAR_TYPE", bound=Mapping, covariant=True)
OTHER_TUPLE = TypeVar("OTHER_TUPLE")
INNER_ARRAY_VAR = TypeVar("INNER_ARRAY_VAR")
KEY_TYPE = TypeVar("KEY_TYPE")
VALUE_TYPE = TypeVar("VALUE_TYPE")
class ArrayVar(Var[ARRAY_VAR_TYPE], python_types=(Sequence, set)):
"""Base class for immutable array vars."""
def join(self, sep: StringVar | str = "") -> StringVar:
"""Join the elements of the array.
Args:
sep: The separator between elements.
Returns:
The joined elements.
"""
if not isinstance(sep, (StringVar, str)):
raise_unsupported_operand_types("join", (type(self), type(sep)))
if (
isinstance(self, LiteralArrayVar)
and (
len(
args := [
x
for x in self._var_value
if isinstance(x, (LiteralStringVar, str))
]
)
== len(self._var_value)
)
and isinstance(sep, (LiteralStringVar, str))
):
sep_str = sep._var_value if isinstance(sep, LiteralStringVar) else sep
return LiteralStringVar.create(
sep_str.join(
i._var_value if isinstance(i, LiteralStringVar) else i for i in args
)
)
return array_join_operation(self, sep)
def reverse(self) -> ArrayVar[ARRAY_VAR_TYPE]:
"""Reverse the array.
Returns:
The reversed array.
"""
return array_reverse_operation(self)
def __add__(self, other: ArrayVar[ARRAY_VAR_TYPE]) -> ArrayVar[ARRAY_VAR_TYPE]:
"""Concatenate two arrays.
Parameters:
other: The other array to concatenate.
Returns:
ArrayConcatOperation: The concatenation of the two arrays.
"""
if not isinstance(other, ArrayVar):
raise_unsupported_operand_types("+", (type(self), type(other)))
return array_concat_operation(self, other)
@overload
def __getitem__(self, i: slice) -> ArrayVar[ARRAY_VAR_TYPE]: ...
@overload
def __getitem__(
self: (
ArrayVar[tuple[int, OTHER_TUPLE]]
| ArrayVar[tuple[float, OTHER_TUPLE]]
| ArrayVar[tuple[int | float, OTHER_TUPLE]]
),
i: Literal[0, -2],
) -> NumberVar: ...
@overload
def __getitem__(
self: ArrayVar[tuple[Any, bool]], i: Literal[1, -1]
) -> BooleanVar: ...
@overload
def __getitem__(
self: (
ArrayVar[tuple[Any, int]]
| ArrayVar[tuple[Any, float]]
| ArrayVar[tuple[Any, int | float]]
),
i: Literal[1, -1],
) -> NumberVar: ...
@overload
def __getitem__( # pyright: ignore [reportOverlappingOverload]
self: ArrayVar[tuple[str, Any]], i: Literal[0, -2]
) -> StringVar: ...
@overload
def __getitem__(
self: ArrayVar[tuple[Any, str]], i: Literal[1, -1]
) -> StringVar: ...
@overload
def __getitem__(
self: ArrayVar[tuple[bool, Any]], i: Literal[0, -2]
) -> BooleanVar: ...
@overload
def __getitem__(
self: ArrayVar[Sequence[bool]], i: int | NumberVar
) -> BooleanVar: ...
@overload
def __getitem__(
self: (
ArrayVar[Sequence[int]]
| ArrayVar[Sequence[float]]
| ArrayVar[Sequence[int | float]]
),
i: int | NumberVar,
) -> NumberVar: ...
@overload
def __getitem__(self: ArrayVar[Sequence[str]], i: int | NumberVar) -> StringVar: ...
@overload
def __getitem__(
self: ArrayVar[Sequence[OTHER_ARRAY_VAR_TYPE]],
i: int | NumberVar,
) -> ArrayVar[OTHER_ARRAY_VAR_TYPE]: ...
@overload
def __getitem__(
self: ArrayVar[Sequence[MAPPING_VAR_TYPE]],
i: int | NumberVar,
) -> ObjectVar[MAPPING_VAR_TYPE]: ...
@overload
def __getitem__(
self: ArrayVar[Sequence[SQLA_TYPE]],
i: int | NumberVar,
) -> ObjectVar[SQLA_TYPE]: ...
@overload
def __getitem__(
self: ArrayVar[Sequence[DATACLASS_TYPE]],
i: int | NumberVar,
) -> ObjectVar[DATACLASS_TYPE]: ...
@overload
def __getitem__(self, i: int | NumberVar) -> Var: ...
def __getitem__(self, i: Any) -> ArrayVar[ARRAY_VAR_TYPE] | Var:
"""Get a slice of the array.
Args:
i: The slice.
Returns:
The array slice operation.
"""
if isinstance(i, slice):
return ArraySliceOperation.create(self, i)
if not isinstance(i, (int, NumberVar)) or (
isinstance(i, NumberVar) and i._is_strict_float()
):
raise_unsupported_operand_types("[]", (type(self), type(i)))
return array_item_operation(self, i)
def length(self) -> NumberVar[int]:
"""Get the length of the array.
Returns:
The length of the array.
"""
return array_length_operation(self)
@overload
@classmethod
def range(cls, stop: int | NumberVar, /) -> ArrayVar[list[int]]: ...
@overload
@classmethod
def range(
cls,
start: int | NumberVar,
end: int | NumberVar,
step: int | NumberVar = 1,
/,
) -> ArrayVar[list[int]]: ...
@overload
@classmethod
def range(
cls,
first_endpoint: int | NumberVar,
second_endpoint: int | NumberVar | None = None,
step: int | NumberVar | None = None,
) -> ArrayVar[list[int]]: ...
@classmethod
def range(
cls,
first_endpoint: int | NumberVar,
second_endpoint: int | NumberVar | None = None,
step: int | NumberVar | None = None,
) -> ArrayVar[list[int]]:
"""Create a range of numbers.
Args:
first_endpoint: The end of the range if second_endpoint is not provided, otherwise the start of the range.
second_endpoint: The end of the range.
step: The step of the range.
Returns:
The range of numbers.
"""
if any(
not isinstance(i, (int, NumberVar))
for i in (first_endpoint, second_endpoint, step)
if i is not None
):
raise_unsupported_operand_types(
"range", (type(first_endpoint), type(second_endpoint), type(step))
)
if second_endpoint is None:
start = 0
end = first_endpoint
else:
start = first_endpoint
end = second_endpoint
return array_range_operation(start, end, step or 1)
@overload
def contains(self, other: Any) -> BooleanVar: ...
@overload
def contains(self, other: Any, field: StringVar | str) -> BooleanVar: ...
def contains(self, other: Any, field: Any = None) -> BooleanVar:
"""Check if the array contains an element.
Args:
other: The element to check for.
field: The field to check.
Returns:
The array contains operation.
"""
if field is not None:
if not isinstance(field, (StringVar, str)):
raise_unsupported_operand_types("contains", (type(self), type(field)))
return array_contains_field_operation(self, other, field)
return array_contains_operation(self, other)
def pluck(self, field: StringVar | str) -> ArrayVar:
"""Pluck a field from the array.
Args:
field: The field to pluck from the array.
Returns:
The array pluck operation.
"""
return array_pluck_operation(self, field)
def __mul__(self, other: NumberVar | int) -> ArrayVar[ARRAY_VAR_TYPE]:
"""Multiply the sequence by a number or integer.
Parameters:
other: The number or integer to multiply the sequence by.
Returns:
ArrayVar[ARRAY_VAR_TYPE]: The result of multiplying the sequence by the given number or integer.
"""
if not isinstance(other, (NumberVar, int)) or (
isinstance(other, NumberVar) and other._is_strict_float()
):
raise_unsupported_operand_types("*", (type(self), type(other)))
return repeat_array_operation(self, other)
__rmul__ = __mul__
@overload
def __lt__(self, other: ArrayVar[ARRAY_VAR_TYPE]) -> BooleanVar: ...
@overload
def __lt__(self, other: list | tuple) -> BooleanVar: ...
def __lt__(self, other: Any):
"""Check if the array is less than another array.
Args:
other: The other array.
Returns:
The array less than operation.
"""
if not isinstance(other, (ArrayVar, list, tuple)):
raise_unsupported_operand_types("<", (type(self), type(other)))
return array_lt_operation(self, other)
@overload
def __gt__(self, other: ArrayVar[ARRAY_VAR_TYPE]) -> BooleanVar: ...
@overload
def __gt__(self, other: list | tuple) -> BooleanVar: ...
def __gt__(self, other: Any):
"""Check if the array is greater than another array.
Args:
other: The other array.
Returns:
The array greater than operation.
"""
if not isinstance(other, (ArrayVar, list, tuple)):
raise_unsupported_operand_types(">", (type(self), type(other)))
return array_gt_operation(self, other)
@overload
def __le__(self, other: ArrayVar[ARRAY_VAR_TYPE]) -> BooleanVar: ...
@overload
def __le__(self, other: list | tuple) -> BooleanVar: ...
def __le__(self, other: Any):
"""Check if the array is less than or equal to another array.
Args:
other: The other array.
Returns:
The array less than or equal operation.
"""
if not isinstance(other, (ArrayVar, list, tuple)):
raise_unsupported_operand_types("<=", (type(self), type(other)))
return array_le_operation(self, other)
@overload
def __ge__(self, other: ArrayVar[ARRAY_VAR_TYPE]) -> BooleanVar: ...
@overload
def __ge__(self, other: list | tuple) -> BooleanVar: ...
def __ge__(self, other: Any):
"""Check if the array is greater than or equal to another array.
Args:
other: The other array.
Returns:
The array greater than or equal operation.
"""
if not isinstance(other, (ArrayVar, list, tuple)):
raise_unsupported_operand_types(">=", (type(self), type(other)))
return array_ge_operation(self, other)
def foreach(self, fn: Any):
"""Apply a function to each element of the array.
Args:
fn: The function to apply.
Returns:
The array after applying the function.
Raises:
VarTypeError: If the function takes more than one argument.
"""
from .function import ArgsFunctionOperation
if not callable(fn):
raise_unsupported_operand_types("foreach", (type(self), type(fn)))
# get the number of arguments of the function
num_args = len(inspect.signature(fn).parameters)
if num_args > 1:
msg = "The function passed to foreach should take at most one argument."
raise VarTypeError(msg)
if num_args == 0:
return_value = fn()
function_var = ArgsFunctionOperation.create((), return_value)
else:
# generic number var
number_var = Var("").to(NumberVar, int)
first_arg_type = self[number_var]._var_type
arg_name = get_unique_variable_name()
# get first argument type
first_arg = Var(
_js_expr=arg_name,
_var_type=first_arg_type,
).guess_type()
function_var = ArgsFunctionOperation.create(
(arg_name,),
Var.create(fn(first_arg)),
)
return map_array_operation(self, function_var)
@dataclasses.dataclass(
eq=False,
frozen=True,
slots=True,
)
class LiteralArrayVar(
CachedVarOperation, LiteralVar[ARRAY_VAR_TYPE], ArrayVar[ARRAY_VAR_TYPE]
):
"""Base class for immutable literal array vars."""
_var_value: Sequence[Var | Any] = dataclasses.field(default=())
@cached_property_no_lock
def _cached_var_name(self) -> str:
"""The name of the var.
Returns:
The name of the var.
"""
return (
"["
+ ", ".join([
str(LiteralVar.create(element)) for element in self._var_value
])
+ "]"
)
@classmethod
def _get_all_var_data_without_creating_var(cls, value: Iterable) -> VarData | None:
"""Get all the VarData associated with the Var without creating a Var.
Args:
value: The value to get the VarData for.
Returns:
The VarData associated with the Var.
"""
return VarData.merge(*[
LiteralVar._get_all_var_data_without_creating_var_dispatch(element)
for element in value
])
@cached_property_no_lock
def _cached_get_all_var_data(self) -> VarData | None:
"""Get all the VarData associated with the Var.
Returns:
The VarData associated with the Var.
"""
return VarData.merge(
*[
LiteralVar._get_all_var_data_without_creating_var_dispatch(element)
for element in self._var_value
],
self._var_data,
)
def __hash__(self) -> int:
"""Get the hash of the var.
Returns:
The hash of the var.
"""
return hash((self.__class__.__name__, self._js_expr))
def json(self) -> str:
"""Get the JSON representation of the var.
Returns:
The JSON representation of the var.
Raises:
TypeError: If the array elements are not of type LiteralVar.
"""
elements = []
for element in self._var_value:
element_var = LiteralVar.create(element)
if not isinstance(element_var, LiteralVar):
msg = f"Array elements must be of type LiteralVar, not {type(element_var)}"
raise TypeError(msg)
elements.append(element_var.json())
return "[" + ", ".join(elements) + "]"
@classmethod
def create(
cls,
value: OTHER_ARRAY_VAR_TYPE,
_var_type: type[OTHER_ARRAY_VAR_TYPE] | None = None,
_var_data: VarData | None = None,
) -> LiteralArrayVar[OTHER_ARRAY_VAR_TYPE]:
"""Create a var from a string value.
Args:
value: The value to create the var from.
_var_type: The type of the var.
_var_data: Additional hooks and imports associated with the Var.
Returns:
The var.
"""
return LiteralArrayVar(
_js_expr="",
_var_type=figure_out_type(value) if _var_type is None else _var_type,
_var_data=_var_data,
_var_value=value,
)
STRING_TYPE = TypingExtensionsTypeVar("STRING_TYPE", default=str, covariant=True)
class StringVar(Var[STRING_TYPE], python_types=str):
"""Base class for immutable string vars."""
def __add__(self, other: StringVar | str) -> ConcatVarOperation:
"""Concatenate two strings.
Args:
other: The other string.
Returns:
The string concatenation operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types("+", (type(self), type(other)))
return ConcatVarOperation.create(self, other)
def __radd__(self, other: StringVar | str) -> ConcatVarOperation:
"""Concatenate two strings.
Args:
other: The other string.
Returns:
The string concatenation operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types("+", (type(other), type(self)))
return ConcatVarOperation.create(other, self)
def __mul__(self, other: NumberVar | int) -> StringVar:
"""Multiply the sequence by a number or an integer.
Args:
other: The number or integer to multiply the sequence by.
Returns:
StringVar: The resulting sequence after multiplication.
"""
if not isinstance(other, (NumberVar, int)):
raise_unsupported_operand_types("*", (type(self), type(other)))
return (self.split() * other).join()
def __rmul__(self, other: NumberVar | int) -> StringVar:
"""Multiply the sequence by a number or an integer.
Args:
other: The number or integer to multiply the sequence by.
Returns:
StringVar: The resulting sequence after multiplication.
"""
if not isinstance(other, (NumberVar, int)):
raise_unsupported_operand_types("*", (type(other), type(self)))
return (self.split() * other).join()
@overload
def __getitem__(self, i: slice) -> StringVar: ...
@overload
def __getitem__(self, i: int | NumberVar) -> StringVar: ...
def __getitem__(self, i: Any) -> StringVar:
"""Get a slice of the string.
Args:
i: The slice.
Returns:
The string slice operation.
"""
if isinstance(i, slice):
return self.split()[i].join()
if not isinstance(i, (int, NumberVar)) or (
isinstance(i, NumberVar) and i._is_strict_float()
):
raise_unsupported_operand_types("[]", (type(self), type(i)))
return string_item_operation(self, i)
def length(self) -> NumberVar:
"""Get the length of the string.
Returns:
The string length operation.
"""
return self.split().length()
def lower(self) -> StringVar:
"""Convert the string to lowercase.
Returns:
The string lower operation.
"""
return string_lower_operation(self)
def upper(self) -> StringVar:
"""Convert the string to uppercase.
Returns:
The string upper operation.
"""
return string_upper_operation(self)
def title(self) -> StringVar:
"""Convert the string to title case.
Returns:
The string title operation.
"""
return string_title_operation(self)
def capitalize(self) -> StringVar:
"""Capitalize the string.
Returns:
The string capitalize operation.
"""
return string_capitalize_operation(self)
def strip(self) -> StringVar:
"""Strip the string.
Returns:
The string strip operation.
"""
return string_strip_operation(self)
def reversed(self) -> StringVar:
"""Reverse the string.
Returns:
The string reverse operation.
"""
return self.split().reverse().join()
def contains(
self, other: StringVar | str, field: StringVar | str | None = None
) -> BooleanVar:
"""Check if the string contains another string.
Args:
other: The other string.
field: The field to check.
Returns:
The string contains operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types("contains", (type(self), type(other)))
if field is not None:
if not isinstance(field, (StringVar, str)):
raise_unsupported_operand_types("contains", (type(self), type(field)))
return string_contains_field_operation(self, other, field)
return string_contains_operation(self, other)
def split(self, separator: StringVar | str = "") -> ArrayVar[list[str]]:
"""Split the string.
Args:
separator: The separator.
Returns:
The string split operation.
"""
if not isinstance(separator, (StringVar, str)):
raise_unsupported_operand_types("split", (type(self), type(separator)))
return string_split_operation(self, separator)
def startswith(self, prefix: StringVar | str) -> BooleanVar:
"""Check if the string starts with a prefix.
Args:
prefix: The prefix.
Returns:
The string starts with operation.
"""
if not isinstance(prefix, (StringVar, str)):
raise_unsupported_operand_types("startswith", (type(self), type(prefix)))
return string_starts_with_operation(self, prefix)
def endswith(self, suffix: StringVar | str) -> BooleanVar:
"""Check if the string ends with a suffix.
Args:
suffix: The suffix.
Returns:
The string ends with operation.
"""
if not isinstance(suffix, (StringVar, str)):
raise_unsupported_operand_types("endswith", (type(self), type(suffix)))
return string_ends_with_operation(self, suffix)
def __lt__(self, other: StringVar | str) -> BooleanVar:
"""Check if the string is less than another string.
Args:
other: The other string.
Returns:
The string less than operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types("<", (type(self), type(other)))
return string_lt_operation(self, other)
def __gt__(self, other: StringVar | str) -> BooleanVar:
"""Check if the string is greater than another string.
Args:
other: The other string.
Returns:
The string greater than operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types(">", (type(self), type(other)))
return string_gt_operation(self, other)
def __le__(self, other: StringVar | str) -> BooleanVar:
"""Check if the string is less than or equal to another string.
Args:
other: The other string.
Returns:
The string less than or equal operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types("<=", (type(self), type(other)))
return string_le_operation(self, other)
def __ge__(self, other: StringVar | str) -> BooleanVar:
"""Check if the string is greater than or equal to another string.
Args:
other: The other string.
Returns:
The string greater than or equal operation.
"""
if not isinstance(other, (StringVar, str)):
raise_unsupported_operand_types(">=", (type(self), type(other)))
return string_ge_operation(self, other)
@overload
def replace( # pyright: ignore [reportOverlappingOverload]
self, search_value: StringVar | str, new_value: StringVar | str
) -> StringVar: ...
@overload
def replace(
self, search_value: Any, new_value: Any
) -> CustomVarOperationReturn[StringVar]: ...
def replace(self, search_value: Any, new_value: Any) -> StringVar: # pyright: ignore [reportInconsistentOverload]
"""Replace a string with a value.
Args:
search_value: The string to search.
new_value: The value to be replaced with.
Returns:
The string replace operation.
"""
if not isinstance(search_value, (StringVar, str)):
raise_unsupported_operand_types("replace", (type(self), type(search_value)))
if not isinstance(new_value, (StringVar, str)):
raise_unsupported_operand_types("replace", (type(self), type(new_value)))
return string_replace_operation(self, search_value, new_value)
@var_operation
def string_lt_operation(lhs: StringVar[Any] | str, rhs: StringVar[Any] | str):
"""Check if a string is less than another string.
Args:
lhs: The left-hand side string.
rhs: The right-hand side string.
Returns:
The string less than operation.
"""
return var_operation_return(js_expression=f"{lhs} < {rhs}", var_type=bool)
@var_operation
def string_gt_operation(lhs: StringVar[Any] | str, rhs: StringVar[Any] | str):
"""Check if a string is greater than another string.
Args:
lhs: The left-hand side string.
rhs: The right-hand side string.
Returns:
The string greater than operation.
"""
return var_operation_return(js_expression=f"{lhs} > {rhs}", var_type=bool)
@var_operation
def string_le_operation(lhs: StringVar[Any] | str, rhs: StringVar[Any] | str):
"""Check if a string is less than or equal to another string.
Args:
lhs: The left-hand side string.
rhs: The right-hand side string.
Returns:
The string less than or equal operation.
"""
return var_operation_return(js_expression=f"{lhs} <= {rhs}", var_type=bool)
@var_operation
def string_ge_operation(lhs: StringVar[Any] | str, rhs: StringVar[Any] | str):
"""Check if a string is greater than or equal to another string.
Args:
lhs: The left-hand side string.
rhs: The right-hand side string.
Returns:
The string greater than or equal operation.
"""
return var_operation_return(js_expression=f"{lhs} >= {rhs}", var_type=bool)
@var_operation
def string_lower_operation(string: StringVar[Any]):
"""Convert a string to lowercase.
Args:
string: The string to convert.
Returns:
The lowercase string.
"""
return var_operation_return(js_expression=f"{string}.toLowerCase()", var_type=str)
@var_operation
def string_upper_operation(string: StringVar[Any]):
"""Convert a string to uppercase.
Args:
string: The string to convert.
Returns:
The uppercase string.
"""
return var_operation_return(js_expression=f"{string}.toUpperCase()", var_type=str)
@var_operation
def string_title_operation(string: StringVar[Any]):
"""Convert a string to title case.
Args:
string: The string to convert.
Returns:
The title case string.
"""
return var_operation_return(
js_expression=f"{string}.split(' ').map(word => word.charAt(0).toUpperCase() + word.slice(1).toLowerCase()).join(' ')",
var_type=str,
)
@var_operation
def string_capitalize_operation(string: StringVar[Any]):
"""Capitalize a string.
Args:
string: The string to capitalize.
Returns:
The capitalized string.
"""
return var_operation_return(
js_expression=f"(((s) => s.charAt(0).toUpperCase() + s.slice(1).toLowerCase())({string}))",
var_type=str,
)
@var_operation
def string_strip_operation(string: StringVar[Any]):
"""Strip a string.
Args:
string: The string to strip.
Returns:
The stripped string.
"""
return var_operation_return(js_expression=f"{string}.trim()", var_type=str)
@var_operation
def string_contains_field_operation(
haystack: StringVar[Any], needle: StringVar[Any] | str, field: StringVar[Any] | str
):
"""Check if a string contains another string.
Args:
haystack: The haystack.
needle: The needle.
field: The field to check.
Returns:
The string contains operation.
"""
return var_operation_return(
js_expression=f"{haystack}.some(obj => obj[{field}] === {needle})",
var_type=bool,
)
@var_operation
def string_contains_operation(haystack: StringVar[Any], needle: StringVar[Any] | str):
"""Check if a string contains another string.
Args:
haystack: The haystack.
needle: The needle.
Returns:
The string contains operation.
"""
return var_operation_return(
js_expression=f"{haystack}.includes({needle})", var_type=bool
)
@var_operation
def string_starts_with_operation(
full_string: StringVar[Any], prefix: StringVar[Any] | str
):
"""Check if a string starts with a prefix.
Args:
full_string: The full string.
prefix: The prefix.
Returns:
Whether the string starts with the prefix.
"""
return var_operation_return(
js_expression=f"{full_string}.startsWith({prefix})", var_type=bool
)
@var_operation
def string_ends_with_operation(
full_string: StringVar[Any], suffix: StringVar[Any] | str
):
"""Check if a string ends with a suffix.
Args:
full_string: The full string.
suffix: The suffix.
Returns:
Whether the string ends with the suffix.
"""
return var_operation_return(
js_expression=f"{full_string}.endsWith({suffix})", var_type=bool
)
@var_operation
def string_item_operation(string: StringVar[Any], index: NumberVar | int):
"""Get an item from a string.
Args:
string: The string.
index: The index of the item.
Returns:
The item from the string.
"""
return var_operation_return(js_expression=f"{string}?.at?.({index})", var_type=str)
@var_operation
def array_join_operation(array: ArrayVar, sep: StringVar[Any] | str = ""):
"""Join the elements of an array.
Args:
array: The array.
sep: The separator.
Returns:
The joined elements.
"""
return var_operation_return(js_expression=f"{array}.join({sep})", var_type=str)
@var_operation
def string_replace_operation(
string: StringVar[Any], search_value: StringVar | str, new_value: StringVar | str
):
"""Replace a string with a value.
Args:
string: The string.
search_value: The string to search.
new_value: The value to be replaced with.
Returns:
The string replace operation.
"""
return var_operation_return(
js_expression=f"{string}.replaceAll({search_value}, {new_value})",
var_type=str,
)
@var_operation
def get_decimal_string_separator_operation(value: NumberVar, separator: StringVar):
"""Get the decimal string separator.
Args:
value: The number.
separator: The separator.
Returns:
The decimal string separator.
"""
return var_operation_return(
js_expression=f"({value}.toLocaleString('en-US').replaceAll(',', {separator}))",
var_type=str,
)
@var_operation
def get_decimal_string_operation(
value: NumberVar, decimals: NumberVar, separator: StringVar
):
"""Get the decimal string of the number.
Args:
value: The number.
decimals: The number of decimals.
separator: The separator.
Returns:
The decimal string of the number.
"""
return var_operation_return(
js_expression=f"({value}.toLocaleString('en-US', ((decimals) => ({{minimumFractionDigits: decimals, maximumFractionDigits: decimals}}))({decimals})).replaceAll(',', {separator}))",
var_type=str,
)
# Compile regex for finding reflex var tags.
_decode_var_pattern_re = (
rf"{constants.REFLEX_VAR_OPENING_TAG}(.*?){constants.REFLEX_VAR_CLOSING_TAG}"
)
_decode_var_pattern = re.compile(_decode_var_pattern_re, flags=re.DOTALL)
@dataclasses.dataclass(
eq=False,
frozen=True,
slots=True,
)
class LiteralStringVar(LiteralVar[STRING_TYPE], StringVar[STRING_TYPE]):
"""Base class for immutable literal string vars."""
_var_value: str = dataclasses.field(default="")
@classmethod
def _get_all_var_data_without_creating_var(cls, value: str) -> VarData | None:
"""Get all the VarData associated with the Var without creating a Var.
Args:
value: The value to get the VarData for.
Returns:
The VarData associated with the Var.
"""
if REFLEX_VAR_OPENING_TAG not in value:
return None
return cls.create(value)._get_all_var_data()
@classmethod
def create(
cls,
value: str,
_var_type: GenericType | None = None,
_var_data: VarData | None = None,
) -> StringVar:
"""Create a var from a string value.
Args:
value: The value to create the var from.
_var_type: The type of the var.
_var_data: Additional hooks and imports associated with the Var.
Returns:
The var.
"""
# Determine var type in case the value is inherited from str.
_var_type = _var_type or type(value) or str
if REFLEX_VAR_OPENING_TAG in value:
strings_and_vals: list[Var | str] = []
offset = 0
# Find all tags
while m := _decode_var_pattern.search(value):
start, end = m.span()
strings_and_vals.append(value[:start])
serialized_data = m.group(1)
if serialized_data.isnumeric() or (
serialized_data[0] == "-" and serialized_data[1:].isnumeric()
):
# This is a global immutable var.
var = _global_vars[int(serialized_data)]
strings_and_vals.append(var)
value = value[(end + len(var._js_expr)) :]
offset += end - start
strings_and_vals.append(value)
filtered_strings_and_vals = [
s for s in strings_and_vals if isinstance(s, Var) or s
]
if len(filtered_strings_and_vals) == 1:
only_string = filtered_strings_and_vals[0]
if isinstance(only_string, str):
return LiteralVar.create(only_string).to(StringVar, _var_type)
return only_string.to(StringVar, only_string._var_type)
if len(
literal_strings := [
s
for s in filtered_strings_and_vals
if isinstance(s, (str, LiteralStringVar))
]
) == len(filtered_strings_and_vals):
return LiteralStringVar.create(
"".join(
s._var_value if isinstance(s, LiteralStringVar) else s
for s in literal_strings
),
_var_type=_var_type,
_var_data=VarData.merge(
_var_data,
*(
s._get_all_var_data()
for s in filtered_strings_and_vals
if isinstance(s, Var)
),
),
)
concat_result = ConcatVarOperation.create(
*filtered_strings_and_vals,
_var_data=_var_data,
)
return (
concat_result
if _var_type is str
else concat_result.to(StringVar, _var_type)
)
return LiteralStringVar(
_js_expr=json.dumps(value),
_var_type=_var_type,
_var_data=_var_data,
_var_value=value,
)
def __hash__(self) -> int:
"""Get the hash of the var.
Returns:
The hash of the var.
"""
return hash((type(self).__name__, self._var_value))
def json(self) -> str:
"""Get the JSON representation of the var.
Returns:
The JSON representation of the var.
"""
return json.dumps(self._var_value)
@dataclasses.dataclass(
eq=False,
frozen=True,
slots=True,
)
class ConcatVarOperation(CachedVarOperation, StringVar[str]):
"""Representing a concatenation of literal string vars."""
_var_value: tuple[Var, ...] = dataclasses.field(default_factory=tuple)
@cached_property_no_lock
def _cached_var_name(self) -> str:
"""The name of the var.
Returns:
The name of the var.
"""
list_of_strs: list[str | Var] = []
last_string = ""
for var in self._var_value:
if isinstance(var, LiteralStringVar):
last_string += var._var_value
else:
if last_string:
list_of_strs.append(last_string)
last_string = ""
list_of_strs.append(var)
if last_string:
list_of_strs.append(last_string)
list_of_strs_filtered = [
str(LiteralVar.create(s)) for s in list_of_strs if isinstance(s, Var) or s
]
if len(list_of_strs_filtered) == 1:
return list_of_strs_filtered[0]
return "(" + "+".join(list_of_strs_filtered) + ")"
@cached_property_no_lock
def _cached_get_all_var_data(self) -> VarData | None:
"""Get all the VarData asVarDatae Var.
Returns:
The VarData associated with the Var.
"""
return VarData.merge(
*[
var._get_all_var_data()
for var in self._var_value
if isinstance(var, Var)
],
self._var_data,
)
@classmethod
def create(
cls,
*value: Var | str,
_var_data: VarData | None = None,
) -> ConcatVarOperation:
"""Create a var from a string value.
Args:
*value: The values to concatenate.
_var_data: Additional hooks and imports associated with the Var.
Returns:
The var.
"""
return cls(
_js_expr="",
_var_type=str,
_var_data=_var_data,
_var_value=tuple(map(LiteralVar.create, value)),
)
@var_operation
def string_split_operation(string: StringVar[Any], sep: StringVar | str = ""):
"""Split a string.
Args:
string: The string to split.
sep: The separator.
Returns:
The split string.
"""
return var_operation_return(
js_expression=f"{string}.split({sep})", var_type=list[str]
)
@dataclasses.dataclass(
eq=False,
frozen=True,
slots=True,
)
class ArraySliceOperation(CachedVarOperation, ArrayVar):
"""Base class for immutable string vars that are the result of a string slice operation."""
_array: ArrayVar = dataclasses.field(
default_factory=lambda: LiteralArrayVar.create([])
)
_start: NumberVar | int = dataclasses.field(default_factory=lambda: 0)
_stop: NumberVar | int = dataclasses.field(default_factory=lambda: 0)
_step: NumberVar | int = dataclasses.field(default_factory=lambda: 1)
@cached_property_no_lock
def _cached_var_name(self) -> str:
"""The name of the var.
Returns:
The name of the var.
Raises:
ValueError: If the slice step is zero.
"""
start, end, step = self._start, self._stop, self._step
normalized_start = (
LiteralVar.create(start) if start is not None else Var(_js_expr="undefined")
)
normalized_end = (
LiteralVar.create(end) if end is not None else Var(_js_expr="undefined")
)
if step is None:
return f"{self._array!s}.slice({normalized_start!s}, {normalized_end!s})"
if not isinstance(step, Var):
if step < 0:
actual_start = end + 1 if end is not None else 0
actual_end = start + 1 if start is not None else self._array.length()
return str(self._array[actual_start:actual_end].reverse()[::-step])
if step == 0:
msg = "slice step cannot be zero"
raise ValueError(msg)
return f"{self._array!s}.slice({normalized_start!s}, {normalized_end!s}).filter((_, i) => i % {step!s} === 0)"
actual_start_reverse = end + 1 if end is not None else 0
actual_end_reverse = start + 1 if start is not None else self._array.length()
return f"{self.step!s} > 0 ? {self._array!s}.slice({normalized_start!s}, {normalized_end!s}).filter((_, i) => i % {step!s} === 0) : {self._array!s}.slice({actual_start_reverse!s}, {actual_end_reverse!s}).reverse().filter((_, i) => i % {-step!s} === 0)"
@classmethod
def create(
cls,
array: ArrayVar,
slice: slice,
_var_data: VarData | None = None,
) -> ArraySliceOperation:
"""Create a var from a string value.
Args:
array: The array.
slice: The slice.
_var_data: Additional hooks and imports associated with the Var.
Returns:
The var.
"""
return cls(
_js_expr="",
_var_type=array._var_type,
_var_data=_var_data,
_array=array,
_start=slice.start,
_stop=slice.stop,
_step=slice.step,
)
@var_operation
def array_pluck_operation(
array: ArrayVar[ARRAY_VAR_TYPE],
field: StringVar | str,
) -> CustomVarOperationReturn[ARRAY_VAR_TYPE]:
"""Pluck a field from an array of objects.
Args:
array: The array to pluck from.
field: The field to pluck from the objects in the array.
Returns:
The reversed array.
"""
return var_operation_return(
js_expression=f"{array}.map(e=>e?.[{field}])",
var_type=array._var_type,
)
@var_operation
def array_reverse_operation(
array: ArrayVar[ARRAY_VAR_TYPE],
) -> CustomVarOperationReturn[ARRAY_VAR_TYPE]:
"""Reverse an array.
Args:
array: The array to reverse.
Returns:
The reversed array.
"""
return var_operation_return(
js_expression=f"{array}.slice().reverse()",
var_type=array._var_type,
)
@var_operation
def array_lt_operation(lhs: ArrayVar | list | tuple, rhs: ArrayVar | list | tuple):
"""Check if an array is less than another array.
Args:
lhs: The left-hand side array.
rhs: The right-hand side array.
Returns:
The array less than operation.
"""
return var_operation_return(js_expression=f"{lhs} < {rhs}", var_type=bool)
@var_operation
def array_gt_operation(lhs: ArrayVar | list | tuple, rhs: ArrayVar | list | tuple):
"""Check if an array is greater than another array.
Args:
lhs: The left-hand side array.
rhs: The right-hand side array.
Returns:
The array greater than operation.
"""
return var_operation_return(js_expression=f"{lhs} > {rhs}", var_type=bool)
@var_operation
def array_le_operation(lhs: ArrayVar | list | tuple, rhs: ArrayVar | list | tuple):
"""Check if an array is less than or equal to another array.
Args:
lhs: The left-hand side array.
rhs: The right-hand side array.
Returns:
The array less than or equal operation.
"""
return var_operation_return(js_expression=f"{lhs} <= {rhs}", var_type=bool)
@var_operation
def array_ge_operation(lhs: ArrayVar | list | tuple, rhs: ArrayVar | list | tuple):
"""Check if an array is greater than or equal to another array.
Args:
lhs: The left-hand side array.
rhs: The right-hand side array.
Returns:
The array greater than or equal operation.
"""
return var_operation_return(js_expression=f"{lhs} >= {rhs}", var_type=bool)
@var_operation
def array_length_operation(array: ArrayVar):
"""Get the length of an array.
Args:
array: The array.
Returns:
The length of the array.
"""
return var_operation_return(
js_expression=f"{array}.length",
var_type=int,
)
def is_tuple_type(t: GenericType) -> bool:
"""Check if a type is a tuple type.
Args:
t: The type to check.
Returns:
Whether the type is a tuple type.
"""
return get_origin(t) is tuple
def _determine_value_of_array_index(
var_type: GenericType, index: int | float | decimal.Decimal | None = None
):
"""Determine the value of an array index.
Args:
var_type: The type of the array.
index: The index of the array.
Returns:
The value of the array index.
"""
origin_var_type = get_origin(var_type) or var_type
if origin_var_type in types.UnionTypes:
return unionize(*[
_determine_value_of_array_index(t, index)
for t in get_args(var_type)
if t is not type(None)
])
if origin_var_type is range:
return int
if origin_var_type in [
Sequence,
Iterable,
list,
set,
collections.abc.Sequence,
collections.abc.Iterable,
]:
args = get_args(var_type)
return args[0] if args else Any
if origin_var_type is tuple:
args = get_args(var_type)
if len(args) == 2 and args[1] is ...:
return args[0]
return (
args[int(index) % len(args)]
if args and index is not None
else (unionize(*args) if args else Any)
)
return Any
@var_operation
def array_item_operation(array: ArrayVar, index: NumberVar | int):
"""Get an item from an array.
Args:
array: The array.
index: The index of the item.
Returns:
The item from the array.
"""
element_type = _determine_value_of_array_index(
array._var_type,
(
index
if isinstance(index, int)
else (index._var_value if isinstance(index, LiteralNumberVar) else None)
),
)
return var_operation_return(
js_expression=f"{array!s}?.at?.({index!s})",
var_type=element_type,
)
@var_operation
def array_range_operation(
start: NumberVar | int, stop: NumberVar | int, step: NumberVar | int
):
"""Create a range of numbers.
Args:
start: The start of the range.
stop: The end of the range.
step: The step of the range.
Returns:
The range of numbers.
"""
return var_operation_return(
js_expression=f"Array.from({{ length: Math.ceil(({stop!s} - {start!s}) / {step!s}) }}, (_, i) => {start!s} + i * {step!s})",
var_type=list[int],
)
@var_operation
def array_contains_field_operation(
haystack: ArrayVar, needle: Any | Var, field: StringVar | str
):
"""Check if an array contains an element.
Args:
haystack: The array to check.
needle: The element to check for.
field: The field to check.
Returns:
The array contains operation.
"""
return var_operation_return(
js_expression=f"{haystack}.some(obj => obj[{field}] === {needle})",
var_type=bool,
)
@var_operation
def array_contains_operation(
haystack: ArrayVar, needle: Any | Var
) -> CustomVarOperationReturn[bool]:
"""Check if an array contains an element.
Args:
haystack: The array to check.
needle: The element to check for.
Returns:
The array contains operation.
"""
return var_operation_return(
js_expression=f"{haystack}.includes({needle})",
var_type=bool,
)
@var_operation
def repeat_array_operation(
array: ArrayVar[ARRAY_VAR_TYPE], count: NumberVar | int
) -> CustomVarOperationReturn[ARRAY_VAR_TYPE]:
"""Repeat an array a number of times.
Args:
array: The array to repeat.
count: The number of times to repeat the array.
Returns:
The repeated array.
"""
return var_operation_return(
js_expression=f"Array.from({{ length: {count} }}).flatMap(() => {array})",
var_type=array._var_type,
)
@var_operation
def map_array_operation(
array: ArrayVar[ARRAY_VAR_TYPE],
function: FunctionVar,
) -> CustomVarOperationReturn[list[Any]]:
"""Map a function over an array.
Args:
array: The array.
function: The function to map.
Returns:
The mapped array.
"""
return var_operation_return(
js_expression=f"{array}.map({function})", var_type=list[Any]
)
@var_operation
def array_concat_operation(
lhs: ArrayVar[ARRAY_VAR_TYPE], rhs: ArrayVar[ARRAY_VAR_TYPE]
) -> CustomVarOperationReturn[ARRAY_VAR_TYPE]:
"""Concatenate two arrays.
Args:
lhs: The left-hand side array.
rhs: The right-hand side array.
Returns:
The concatenated array.
"""
return var_operation_return(
js_expression=f"[...{lhs}, ...{rhs}]",
var_type=lhs._var_type | rhs._var_type,
)
class RangeVar(ArrayVar[Sequence[int]], python_types=range):
"""Base class for immutable range vars."""
@dataclasses.dataclass(
eq=False,
frozen=True,
slots=True,
)
class LiteralRangeVar(CachedVarOperation, LiteralVar[Sequence[int]], RangeVar):
"""Base class for immutable literal range vars."""
_var_value: range = dataclasses.field(default_factory=lambda: range(0))
@classmethod
def create(
cls,
value: range,
_var_type: type[range] | None = None,
_var_data: VarData | None = None,
) -> RangeVar:
"""Create a var from a string value.
Args:
value: The value to create the var from.
_var_type: The type of the var.
_var_data: Additional hooks and imports associated with the Var.
Returns:
The var.
"""
return cls(
_js_expr="",
_var_type=_var_type or range,
_var_data=_var_data,
_var_value=value,
)
def __hash__(self) -> int:
"""Get the hash of the var.
Returns:
The hash of the var.
"""
return hash((
self.__class__.__name__,
self._var_value.start,
self._var_value.stop,
self._var_value.step,
))
@cached_property_no_lock
def _cached_var_name(self) -> str:
"""The name of the var.
Returns:
The name of the var.
"""
return f"Array.from({{ length: Math.ceil(({self._var_value.stop!s} - {self._var_value.start!s}) / {self._var_value.step!s}) }}, (_, i) => {self._var_value.start!s} + i * {self._var_value.step!s})"
@cached_property_no_lock
def _cached_get_all_var_data(self) -> VarData | None:
"""Get all the var data.
Returns:
The var data.
"""
return self._var_data
def json(self) -> str:
"""Get the JSON representation of the var.
Returns:
The JSON representation of the var.
"""
return json.dumps(
list(self._var_value),
)