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- """Define the reflex state specification."""
- from __future__ import annotations
- import asyncio
- import builtins
- import contextlib
- import copy
- import dataclasses
- import functools
- import inspect
- import pickle
- import sys
- import typing
- import warnings
- from abc import ABC
- from collections.abc import AsyncIterator, Callable, Sequence
- from hashlib import md5
- from types import FunctionType
- from typing import (
- TYPE_CHECKING,
- Any,
- BinaryIO,
- ClassVar,
- TypeVar,
- cast,
- get_args,
- get_type_hints,
- )
- import pydantic.v1 as pydantic
- from pydantic import BaseModel as BaseModelV2
- from pydantic.v1 import BaseModel as BaseModelV1
- from pydantic.v1.fields import ModelField
- from rich.markup import escape
- from typing_extensions import Self
- import reflex.istate.dynamic
- from reflex import constants, event
- from reflex.base import Base
- from reflex.config import PerformanceMode, environment
- from reflex.event import (
- BACKGROUND_TASK_MARKER,
- Event,
- EventHandler,
- EventSpec,
- fix_events,
- )
- from reflex.istate.data import RouterData
- from reflex.istate.proxy import ImmutableMutableProxy as ImmutableMutableProxy
- from reflex.istate.proxy import MutableProxy, StateProxy
- from reflex.istate.storage import ClientStorageBase
- from reflex.model import Model
- from reflex.utils import console, format, prerequisites, types
- from reflex.utils.exceptions import (
- ComputedVarShadowsBaseVarsError,
- ComputedVarShadowsStateVarError,
- DynamicComponentInvalidSignatureError,
- DynamicRouteArgShadowsStateVarError,
- EventHandlerShadowsBuiltInStateMethodError,
- ReflexRuntimeError,
- SetUndefinedStateVarError,
- StateMismatchError,
- StateSchemaMismatchError,
- StateSerializationError,
- StateTooLargeError,
- UnretrievableVarValueError,
- )
- from reflex.utils.exceptions import ImmutableStateError as ImmutableStateError
- from reflex.utils.exec import is_testing_env
- from reflex.utils.types import (
- _isinstance,
- get_origin,
- is_union,
- true_type_for_pydantic_field,
- value_inside_optional,
- )
- from reflex.vars import VarData
- from reflex.vars.base import (
- ComputedVar,
- DynamicRouteVar,
- Var,
- computed_var,
- dispatch,
- get_unique_variable_name,
- is_computed_var,
- )
- if TYPE_CHECKING:
- from reflex.components.component import Component
- Delta = dict[str, Any]
- var = computed_var
- if environment.REFLEX_PERF_MODE.get() != PerformanceMode.OFF:
- # If the state is this large, it's considered a performance issue.
- TOO_LARGE_SERIALIZED_STATE = environment.REFLEX_STATE_SIZE_LIMIT.get() * 1024
- # Only warn about each state class size once.
- _WARNED_ABOUT_STATE_SIZE: set[str] = set()
- # Errors caught during pickling of state
- HANDLED_PICKLE_ERRORS = (
- pickle.PicklingError,
- AttributeError,
- IndexError,
- TypeError,
- ValueError,
- )
- # For BaseState.get_var_value
- VAR_TYPE = TypeVar("VAR_TYPE")
- def _no_chain_background_task(
- state_cls: type[BaseState], name: str, fn: Callable
- ) -> Callable:
- """Protect against directly chaining a background task from another event handler.
- Args:
- state_cls: The state class that the event handler is in.
- name: The name of the background task.
- fn: The background task coroutine function / generator.
- Returns:
- A compatible coroutine function / generator that raises a runtime error.
- Raises:
- TypeError: If the background task is not async.
- """
- call = f"{state_cls.__name__}.{name}"
- message = (
- f"Cannot directly call background task {name!r}, use "
- f"`yield {call}` or `return {call}` instead."
- )
- if inspect.iscoroutinefunction(fn):
- async def _no_chain_background_task_co(*args, **kwargs):
- raise RuntimeError(message)
- return _no_chain_background_task_co
- if inspect.isasyncgenfunction(fn):
- async def _no_chain_background_task_gen(*args, **kwargs):
- yield
- raise RuntimeError(message)
- return _no_chain_background_task_gen
- msg = f"{fn} is marked as a background task, but is not async."
- raise TypeError(msg)
- def _substate_key(
- token: str,
- state_cls_or_name: BaseState | type[BaseState] | str | Sequence[str],
- ) -> str:
- """Get the substate key.
- Args:
- token: The token of the state.
- state_cls_or_name: The state class/instance or name or sequence of name parts.
- Returns:
- The substate key.
- """
- if isinstance(state_cls_or_name, BaseState) or (
- isinstance(state_cls_or_name, type) and issubclass(state_cls_or_name, BaseState)
- ):
- state_cls_or_name = state_cls_or_name.get_full_name()
- elif isinstance(state_cls_or_name, (list, tuple)):
- state_cls_or_name = ".".join(state_cls_or_name)
- return f"{token}_{state_cls_or_name}"
- def _split_substate_key(substate_key: str) -> tuple[str, str]:
- """Split the substate key into token and state name.
- Args:
- substate_key: The substate key.
- Returns:
- Tuple of token and state name.
- """
- token, _, state_name = substate_key.partition("_")
- return token, state_name
- @dataclasses.dataclass(frozen=True, init=False)
- class EventHandlerSetVar(EventHandler):
- """A special event handler to wrap setvar functionality."""
- state_cls: type[BaseState] = dataclasses.field(init=False)
- def __init__(self, state_cls: type[BaseState]):
- """Initialize the EventHandlerSetVar.
- Args:
- state_cls: The state class that vars will be set on.
- """
- super().__init__(
- fn=type(self).setvar,
- state_full_name=state_cls.get_full_name(),
- )
- object.__setattr__(self, "state_cls", state_cls)
- def setvar(self, var_name: str, value: Any):
- """Set the state variable to the value of the event.
- Note: `self` here will be an instance of the state, not EventHandlerSetVar.
- Args:
- var_name: The name of the variable to set.
- value: The value to set the variable to.
- """
- getattr(self, constants.SETTER_PREFIX + var_name)(value)
- def __call__(self, *args: Any) -> EventSpec:
- """Performs pre-checks and munging on the provided args that will become an EventSpec.
- Args:
- *args: The event args.
- Returns:
- The (partial) EventSpec that will be used to create the event to setvar.
- Raises:
- AttributeError: If the given Var name does not exist on the state.
- EventHandlerValueError: If the given Var name is not a str
- NotImplementedError: If the setter for the given Var is async
- """
- from reflex.utils.exceptions import EventHandlerValueError
- if args:
- if not isinstance(args[0], str):
- msg = f"Var name must be passed as a string, got {args[0]!r}"
- raise EventHandlerValueError(msg)
- handler = getattr(self.state_cls, constants.SETTER_PREFIX + args[0], None)
- # Check that the requested Var setter exists on the State at compile time.
- if handler is None:
- msg = f"Variable `{args[0]}` cannot be set on `{self.state_cls.get_full_name()}`"
- raise AttributeError(msg)
- if asyncio.iscoroutinefunction(handler.fn):
- msg = f"Setter for {args[0]} is async, which is not supported."
- raise NotImplementedError(msg)
- return super().__call__(*args)
- if TYPE_CHECKING:
- from pydantic.v1.fields import ModelField
- def _unwrap_field_type(type_: types.GenericType) -> type:
- """Unwrap rx.Field type annotations.
- Args:
- type_: The type to unwrap.
- Returns:
- The unwrapped type.
- """
- from reflex.vars import Field
- if get_origin(type_) is Field:
- return get_args(type_)[0]
- return type_
- def get_var_for_field(cls: type[BaseState], f: ModelField):
- """Get a Var instance for a Pydantic field.
- Args:
- cls: The state class.
- f: The Pydantic field.
- Returns:
- The Var instance.
- """
- field_name = format.format_state_name(cls.get_full_name()) + "." + f.name
- return dispatch(
- field_name=field_name,
- var_data=VarData.from_state(cls, f.name),
- result_var_type=_unwrap_field_type(true_type_for_pydantic_field(f)),
- )
- async def _resolve_delta(delta: Delta) -> Delta:
- """Await all coroutines in the delta.
- Args:
- delta: The delta to process.
- Returns:
- The same delta dict with all coroutines resolved to their return value.
- """
- tasks = {}
- for state_name, state_delta in delta.items():
- for var_name, value in state_delta.items():
- if asyncio.iscoroutine(value):
- tasks[state_name, var_name] = asyncio.create_task(value)
- for (state_name, var_name), task in tasks.items():
- delta[state_name][var_name] = await task
- return delta
- all_base_state_classes: dict[str, None] = {}
- class BaseState(Base, ABC, extra=pydantic.Extra.allow):
- """The state of the app."""
- # A map from the var name to the var.
- vars: ClassVar[builtins.dict[str, Var]] = {}
- # The base vars of the class.
- base_vars: ClassVar[builtins.dict[str, Var]] = {}
- # The computed vars of the class.
- computed_vars: ClassVar[builtins.dict[str, ComputedVar]] = {}
- # Vars inherited by the parent state.
- inherited_vars: ClassVar[builtins.dict[str, Var]] = {}
- # Backend base vars that are never sent to the client.
- backend_vars: ClassVar[builtins.dict[str, Any]] = {}
- # Backend base vars inherited
- inherited_backend_vars: ClassVar[builtins.dict[str, Any]] = {}
- # The event handlers.
- event_handlers: ClassVar[builtins.dict[str, EventHandler]] = {}
- # A set of subclassses of this class.
- class_subclasses: ClassVar[set[type[BaseState]]] = set()
- # Mapping of var name to set of (state_full_name, var_name) that depend on it.
- _var_dependencies: ClassVar[builtins.dict[str, set[tuple[str, str]]]] = {}
- # Set of vars which always need to be recomputed
- _always_dirty_computed_vars: ClassVar[set[str]] = set()
- # Set of substates which always need to be recomputed
- _always_dirty_substates: ClassVar[set[str]] = set()
- # Set of states which might need to be recomputed if vars in this state change.
- _potentially_dirty_states: ClassVar[set[str]] = set()
- # The parent state.
- parent_state: BaseState | None = None
- # The substates of the state.
- substates: builtins.dict[str, BaseState] = {}
- # The set of dirty vars.
- dirty_vars: set[str] = set()
- # The set of dirty substates.
- dirty_substates: set[str] = set()
- # The routing path that triggered the state
- router_data: builtins.dict[str, Any] = {}
- # Per-instance copy of backend base variable values
- _backend_vars: builtins.dict[str, Any] = {}
- # The router data for the current page
- router: RouterData = RouterData()
- # Whether the state has ever been touched since instantiation.
- _was_touched: bool = False
- # Whether this state class is a mixin and should not be instantiated.
- _mixin: ClassVar[bool] = False
- # A special event handler for setting base vars.
- setvar: ClassVar[EventHandler]
- def __init__(
- self,
- parent_state: BaseState | None = None,
- init_substates: bool = True,
- _reflex_internal_init: bool = False,
- **kwargs,
- ):
- """Initialize the state.
- DO NOT INSTANTIATE STATE CLASSES DIRECTLY! Use StateManager.get_state() instead.
- Args:
- parent_state: The parent state.
- init_substates: Whether to initialize the substates in this instance.
- _reflex_internal_init: A flag to indicate that the state is being initialized by the framework.
- **kwargs: The kwargs to set as attributes on the state.
- Raises:
- ReflexRuntimeError: If the state is instantiated directly by end user.
- """
- from reflex.utils.exceptions import ReflexRuntimeError
- if not _reflex_internal_init and not is_testing_env():
- msg = (
- "State classes should not be instantiated directly in a Reflex app. "
- "See https://reflex.dev/docs/state/ for further information."
- )
- raise ReflexRuntimeError(msg)
- if type(self)._mixin:
- msg = f"{type(self).__name__} is a state mixin and cannot be instantiated directly."
- raise ReflexRuntimeError(msg)
- kwargs["parent_state"] = parent_state
- super().__init__()
- for name, value in kwargs.items():
- setattr(self, name, value)
- # Setup the substates (for memory state manager only).
- if init_substates:
- for substate in self.get_substates():
- self.substates[substate.get_name()] = substate(
- parent_state=self,
- _reflex_internal_init=True,
- )
- # Create a fresh copy of the backend variables for this instance
- self._backend_vars = copy.deepcopy(self.backend_vars)
- def __repr__(self) -> str:
- """Get the string representation of the state.
- Returns:
- The string representation of the state.
- """
- return f"{type(self).__name__}({self.dict()})"
- @classmethod
- def _get_computed_vars(cls) -> list[ComputedVar]:
- """Helper function to get all computed vars of a instance.
- Returns:
- A list of computed vars.
- """
- return [
- v
- for mixin in [*cls._mixins(), cls]
- for name, v in mixin.__dict__.items()
- if is_computed_var(v) and name not in cls.inherited_vars
- ]
- @classmethod
- def _validate_module_name(cls) -> None:
- """Check if the module name is valid.
- Reflex uses ___ as state name module separator.
- Raises:
- NameError: If the module name is invalid.
- """
- if "___" in cls.__module__:
- msg = (
- "The module name of a State class cannot contain '___'. "
- "Please rename the module."
- )
- raise NameError(msg)
- @classmethod
- def __init_subclass__(cls, mixin: bool = False, **kwargs):
- """Do some magic for the subclass initialization.
- Args:
- mixin: Whether the subclass is a mixin and should not be initialized.
- **kwargs: The kwargs to pass to the pydantic init_subclass method.
- Raises:
- StateValueError: If a substate class shadows another.
- """
- from reflex.utils.exceptions import StateValueError
- super().__init_subclass__(**kwargs)
- cls._mixin = mixin
- if mixin:
- return
- # Handle locally-defined states for pickling.
- if "<locals>" in cls.__qualname__:
- cls._handle_local_def()
- # Validate the module name.
- cls._validate_module_name()
- # Event handlers should not shadow builtin state methods.
- cls._check_overridden_methods()
- # Computed vars should not shadow builtin state props.
- cls._check_overridden_basevars()
- # Reset subclass tracking for this class.
- cls.class_subclasses = set()
- # Reset dirty substate tracking for this class.
- cls._always_dirty_substates = set()
- cls._potentially_dirty_states = set()
- # Get the parent vars.
- parent_state = cls.get_parent_state()
- if parent_state is not None:
- cls.inherited_vars = parent_state.vars
- cls.inherited_backend_vars = parent_state.backend_vars
- # Check if another substate class with the same name has already been defined.
- if cls.get_name() in {c.get_name() for c in parent_state.class_subclasses}:
- # This should not happen, since we have added module prefix to state names in #3214
- msg = (
- f"The substate class '{cls.get_name()}' has been defined multiple times. "
- "Shadowing substate classes is not allowed."
- )
- raise StateValueError(msg)
- # Track this new subclass in the parent state's subclasses set.
- parent_state.class_subclasses.add(cls)
- # Get computed vars.
- computed_vars = cls._get_computed_vars()
- cls._check_overridden_computed_vars()
- new_backend_vars = {
- name: value
- for name, value in cls.__dict__.items()
- if types.is_backend_base_variable(name, cls)
- }
- # Add annotated backend vars that may not have a default value.
- new_backend_vars.update(
- {
- name: cls._get_var_default(name, annotation_value)
- for name, annotation_value in cls._get_type_hints().items()
- if name not in new_backend_vars
- and types.is_backend_base_variable(name, cls)
- }
- )
- cls.backend_vars = {
- **cls.inherited_backend_vars,
- **new_backend_vars,
- }
- # Set the base and computed vars.
- cls.base_vars = {
- f.name: get_var_for_field(cls, f)
- for f in cls.get_fields().values()
- if f.name not in cls.get_skip_vars()
- }
- cls.computed_vars = {
- v._js_expr: v._replace(merge_var_data=VarData.from_state(cls))
- for v in computed_vars
- }
- cls.vars = {
- **cls.inherited_vars,
- **cls.base_vars,
- **cls.computed_vars,
- }
- cls.event_handlers = {}
- # Setup the base vars at the class level.
- for prop in cls.base_vars.values():
- cls._init_var(prop)
- # Set up the event handlers.
- events = {
- name: fn
- for name, fn in cls.__dict__.items()
- if cls._item_is_event_handler(name, fn)
- }
- for mixin_cls in cls._mixins():
- for name, value in mixin_cls.__dict__.items():
- if name in cls.inherited_vars:
- continue
- if is_computed_var(value):
- fget = cls._copy_fn(value.fget)
- newcv = value._replace(fget=fget, _var_data=VarData.from_state(cls))
- # cleanup refs to mixin cls in var_data
- setattr(cls, name, newcv)
- cls.computed_vars[newcv._js_expr] = newcv
- cls.vars[newcv._js_expr] = newcv
- continue
- if types.is_backend_base_variable(name, mixin_cls):
- cls.backend_vars[name] = copy.deepcopy(value)
- continue
- if events.get(name) is not None:
- continue
- if not cls._item_is_event_handler(name, value):
- continue
- if parent_state is not None and parent_state.event_handlers.get(name):
- continue
- value = cls._copy_fn(value)
- value.__qualname__ = f"{cls.__name__}.{name}"
- events[name] = value
- # Create the setvar event handler for this state
- cls._create_setvar()
- for name, fn in events.items():
- handler = cls._create_event_handler(fn)
- cls.event_handlers[name] = handler
- setattr(cls, name, handler)
- # Initialize per-class var dependency tracking.
- cls._var_dependencies = {}
- cls._init_var_dependency_dicts()
- all_base_state_classes[cls.get_full_name()] = None
- @classmethod
- def _add_event_handler(
- cls,
- name: str,
- fn: Callable,
- ):
- """Add an event handler dynamically to the state.
- Args:
- name: The name of the event handler.
- fn: The function to call when the event is triggered.
- """
- handler = cls._create_event_handler(fn)
- cls.event_handlers[name] = handler
- setattr(cls, name, handler)
- @staticmethod
- def _copy_fn(fn: Callable) -> Callable:
- """Copy a function. Used to copy ComputedVars and EventHandlers from mixins.
- Args:
- fn: The function to copy.
- Returns:
- The copied function.
- """
- newfn = FunctionType(
- fn.__code__,
- fn.__globals__,
- name=fn.__name__,
- argdefs=fn.__defaults__,
- closure=fn.__closure__,
- )
- newfn.__annotations__ = fn.__annotations__
- if mark := getattr(fn, BACKGROUND_TASK_MARKER, None):
- setattr(newfn, BACKGROUND_TASK_MARKER, mark)
- return newfn
- @staticmethod
- def _item_is_event_handler(name: str, value: Any) -> bool:
- """Check if the item is an event handler.
- Args:
- name: The name of the item.
- value: The value of the item.
- Returns:
- Whether the item is an event handler.
- """
- return (
- not name.startswith("_")
- and isinstance(value, Callable)
- and not isinstance(value, EventHandler)
- and hasattr(value, "__code__")
- )
- @classmethod
- def _evaluate(cls, f: Callable[[Self], Any], of_type: type | None = None) -> Var:
- """Evaluate a function to a ComputedVar. Experimental.
- Args:
- f: The function to evaluate.
- of_type: The type of the ComputedVar. Defaults to Component.
- Returns:
- The ComputedVar.
- """
- console.warn(
- "The _evaluate method is experimental and may be removed in future versions."
- )
- from reflex.components.component import Component
- of_type = of_type or Component
- unique_var_name = get_unique_variable_name()
- @computed_var(_js_expr=unique_var_name, return_type=of_type)
- def computed_var_func(state: Self):
- result = f(state)
- if not _isinstance(result, of_type, nested=1, treat_var_as_type=False):
- console.warn(
- f"Inline ComputedVar {f} expected type {escape(str(of_type))}, got {type(result)}. "
- "You can specify expected type with `of_type` argument."
- )
- return result
- setattr(cls, unique_var_name, computed_var_func)
- cls.computed_vars[unique_var_name] = computed_var_func
- cls.vars[unique_var_name] = computed_var_func
- cls._update_substate_inherited_vars({unique_var_name: computed_var_func})
- cls._always_dirty_computed_vars.add(unique_var_name)
- return getattr(cls, unique_var_name)
- @classmethod
- def _mixins(cls) -> list[type]:
- """Get the mixin classes of the state.
- Returns:
- The mixin classes of the state.
- """
- return [
- mixin
- for mixin in cls.__mro__
- if (
- mixin not in [pydantic.BaseModel, Base, cls]
- and issubclass(mixin, BaseState)
- and mixin._mixin is True
- )
- ]
- @classmethod
- def _handle_local_def(cls):
- """Handle locally-defined states for pickling."""
- known_names = dir(reflex.istate.dynamic)
- proposed_name = cls.__name__
- for ix in range(len(known_names)):
- if proposed_name not in known_names:
- break
- proposed_name = f"{cls.__name__}_{ix}"
- setattr(reflex.istate.dynamic, proposed_name, cls)
- cls.__original_name__ = cls.__name__
- cls.__original_module__ = cls.__module__
- cls.__name__ = cls.__qualname__ = proposed_name
- cls.__module__ = reflex.istate.dynamic.__name__
- @classmethod
- def _get_type_hints(cls) -> dict[str, Any]:
- """Get the type hints for this class.
- If the class is dynamic, evaluate the type hints with the original
- module in the local namespace.
- Returns:
- The type hints dict.
- """
- original_module = getattr(cls, "__original_module__", None)
- if original_module is not None:
- localns = sys.modules[original_module].__dict__
- else:
- localns = None
- return get_type_hints(cls, localns=localns)
- @classmethod
- def _init_var_dependency_dicts(cls):
- """Initialize the var dependency tracking dicts.
- Allows the state to know which vars each ComputedVar depends on and
- whether a ComputedVar depends on a var in its parent state.
- Additional updates tracking dicts for vars and substates that always
- need to be recomputed.
- """
- for cvar_name, cvar in cls.computed_vars.items():
- if not cvar._cache:
- # Do not perform dep calculation when cache=False (these are always dirty).
- continue
- for state_name, dvar_set in cvar._deps(objclass=cls).items():
- state_cls = cls.get_root_state().get_class_substate(state_name)
- for dvar in dvar_set:
- defining_state_cls = state_cls
- while dvar in {
- *defining_state_cls.inherited_vars,
- *defining_state_cls.inherited_backend_vars,
- }:
- parent_state = defining_state_cls.get_parent_state()
- if parent_state is not None:
- defining_state_cls = parent_state
- defining_state_cls._var_dependencies.setdefault(dvar, set()).add(
- (cls.get_full_name(), cvar_name)
- )
- defining_state_cls._potentially_dirty_states.add(
- cls.get_full_name()
- )
- # ComputedVar with cache=False always need to be recomputed
- cls._always_dirty_computed_vars = {
- cvar_name
- for cvar_name, cvar in cls.computed_vars.items()
- if not cvar._cache
- }
- # Any substate containing a ComputedVar with cache=False always needs to be recomputed
- if cls._always_dirty_computed_vars:
- # Tell parent classes that this substate has always dirty computed vars
- state_name = cls.get_name()
- parent_state = cls.get_parent_state()
- while parent_state is not None:
- parent_state._always_dirty_substates.add(state_name)
- state_name, parent_state = (
- parent_state.get_name(),
- parent_state.get_parent_state(),
- )
- # Reset cached schema value
- cls._to_schema.cache_clear()
- @classmethod
- def _check_overridden_methods(cls):
- """Check for shadow methods and raise error if any.
- Raises:
- EventHandlerShadowsBuiltInStateMethodError: When an event handler shadows an inbuilt state method.
- """
- overridden_methods = set()
- state_base_functions = cls._get_base_functions()
- for name, method in inspect.getmembers(cls, inspect.isfunction):
- # Check if the method is overridden and not a dunder method
- if (
- not name.startswith("__")
- and method.__name__ in state_base_functions
- and state_base_functions[method.__name__] != method
- ):
- overridden_methods.add(method.__name__)
- for method_name in overridden_methods:
- msg = f"The event handler name `{method_name}` shadows a builtin State method; use a different name instead"
- raise EventHandlerShadowsBuiltInStateMethodError(msg)
- @classmethod
- def _check_overridden_basevars(cls):
- """Check for shadow base vars and raise error if any.
- Raises:
- ComputedVarShadowsBaseVarsError: When a computed var shadows a base var.
- """
- for computed_var_ in cls._get_computed_vars():
- if computed_var_._js_expr in cls.__annotations__:
- msg = f"The computed var name `{computed_var_._js_expr}` shadows a base var in {cls.__module__}.{cls.__name__}; use a different name instead"
- raise ComputedVarShadowsBaseVarsError(msg)
- @classmethod
- def _check_overridden_computed_vars(cls) -> None:
- """Check for shadow computed vars and raise error if any.
- Raises:
- ComputedVarShadowsStateVarError: When a computed var shadows another.
- """
- for name, cv in cls.__dict__.items():
- if not is_computed_var(cv):
- continue
- name = cv._js_expr
- if name in cls.inherited_vars or name in cls.inherited_backend_vars:
- msg = f"The computed var name `{cv._js_expr}` shadows a var in {cls.__module__}.{cls.__name__}; use a different name instead"
- raise ComputedVarShadowsStateVarError(msg)
- @classmethod
- def get_skip_vars(cls) -> set[str]:
- """Get the vars to skip when serializing.
- Returns:
- The vars to skip when serializing.
- """
- return (
- set(cls.inherited_vars)
- | {
- "parent_state",
- "substates",
- "dirty_vars",
- "dirty_substates",
- "router_data",
- }
- | types.RESERVED_BACKEND_VAR_NAMES
- )
- @classmethod
- @functools.lru_cache
- def get_parent_state(cls) -> type[BaseState] | None:
- """Get the parent state.
- Raises:
- ValueError: If more than one parent state is found.
- Returns:
- The parent state.
- """
- parent_states = [
- base
- for base in cls.__bases__
- if issubclass(base, BaseState) and base is not BaseState and not base._mixin
- ]
- if len(parent_states) >= 2:
- msg = f"Only one parent state is allowed {parent_states}."
- raise ValueError(msg)
- # The first non-mixin state in the mro is our parent.
- for base in cls.mro()[1:]:
- if not issubclass(base, BaseState) or base._mixin:
- continue
- if base is BaseState:
- break
- return base
- return None # No known parent
- @classmethod
- @functools.lru_cache
- def get_root_state(cls) -> type[BaseState]:
- """Get the root state.
- Returns:
- The root state.
- """
- parent_state = cls.get_parent_state()
- return cls if parent_state is None else parent_state.get_root_state()
- @classmethod
- def get_substates(cls) -> set[type[BaseState]]:
- """Get the substates of the state.
- Returns:
- The substates of the state.
- """
- return cls.class_subclasses
- @classmethod
- @functools.lru_cache
- def get_name(cls) -> str:
- """Get the name of the state.
- Returns:
- The name of the state.
- """
- module = cls.__module__.replace(".", "___")
- return format.to_snake_case(f"{module}___{cls.__name__}")
- @classmethod
- @functools.lru_cache
- def get_full_name(cls) -> str:
- """Get the full name of the state.
- Returns:
- The full name of the state.
- """
- name = cls.get_name()
- parent_state = cls.get_parent_state()
- if parent_state is not None:
- name = parent_state.get_full_name() + "." + name
- return name
- @classmethod
- @functools.lru_cache
- def get_class_substate(cls, path: Sequence[str] | str) -> type[BaseState]:
- """Get the class substate.
- Args:
- path: The path to the substate.
- Returns:
- The class substate.
- Raises:
- ValueError: If the substate is not found.
- """
- if isinstance(path, str):
- path = tuple(path.split("."))
- if len(path) == 0:
- return cls
- if path[0] == cls.get_name():
- if len(path) == 1:
- return cls
- path = path[1:]
- for substate in cls.get_substates():
- if path[0] == substate.get_name():
- return substate.get_class_substate(path[1:])
- msg = f"Invalid path: {path}"
- raise ValueError(msg)
- @classmethod
- def get_class_var(cls, path: Sequence[str]) -> Any:
- """Get the class var.
- Args:
- path: The path to the var.
- Returns:
- The class var.
- Raises:
- ValueError: If the path is invalid.
- """
- path, name = path[:-1], path[-1]
- substate = cls.get_class_substate(tuple(path))
- if not hasattr(substate, name):
- msg = f"Invalid path: {path}"
- raise ValueError(msg)
- return getattr(substate, name)
- @classmethod
- def is_user_defined(cls) -> bool:
- """Check if the state is user-defined.
- Returns:
- True if the state is user-defined, False otherwise.
- """
- return (
- not cls.__module__.startswith("reflex.")
- or cls.__module__ == "reflex.istate.dynamic"
- )
- @classmethod
- def _init_var(cls, prop: Var):
- """Initialize a variable.
- Args:
- prop: The variable to initialize
- Raises:
- VarTypeError: if the variable has an incorrect type
- """
- from reflex.config import get_config
- from reflex.utils.exceptions import VarTypeError
- if not types.is_valid_var_type(prop._var_type):
- msg = (
- "State vars must be of a serializable type. "
- "Valid types include strings, numbers, booleans, lists, "
- "dictionaries, dataclasses, datetime objects, and pydantic models. "
- f'Found var "{prop._js_expr}" with type {prop._var_type}.'
- )
- raise VarTypeError(msg)
- cls._set_var(prop)
- if cls.is_user_defined() and get_config().state_auto_setters:
- cls._create_setter(prop)
- cls._set_default_value(prop)
- @classmethod
- def add_var(cls, name: str, type_: Any, default_value: Any = None):
- """Add dynamically a variable to the State.
- The variable added this way can be used in the same way as a variable
- defined statically in the model.
- Args:
- name: The name of the variable
- type_: The type of the variable
- default_value: The default value of the variable
- Raises:
- NameError: if a variable of this name already exists
- """
- if name in cls.__fields__:
- msg = f"The variable '{name}' already exist. Use a different name"
- raise NameError(msg)
- # create the variable based on name and type
- var = Var(
- _js_expr=format.format_state_name(cls.get_full_name()) + "." + name,
- _var_type=type_,
- _var_data=VarData.from_state(cls, name),
- ).guess_type()
- # add the pydantic field dynamically (must be done before _init_var)
- cls.add_field(var, default_value)
- cls._init_var(var)
- # update the internal dicts so the new variable is correctly handled
- cls.base_vars.update({name: var})
- cls.vars.update({name: var})
- # let substates know about the new variable
- for substate_class in cls.class_subclasses:
- substate_class.vars.setdefault(name, var)
- # Reinitialize dependency tracking dicts.
- cls._init_var_dependency_dicts()
- @classmethod
- def _set_var(cls, prop: Var):
- """Set the var as a class member.
- Args:
- prop: The var instance to set.
- """
- setattr(cls, prop._var_field_name, prop)
- @classmethod
- def _create_event_handler(cls, fn: Any):
- """Create an event handler for the given function.
- Args:
- fn: The function to create an event handler for.
- Returns:
- The event handler.
- """
- return EventHandler(fn=fn, state_full_name=cls.get_full_name())
- @classmethod
- def _create_setvar(cls):
- """Create the setvar method for the state."""
- cls.setvar = cls.event_handlers["setvar"] = EventHandlerSetVar(state_cls=cls)
- @classmethod
- def _create_setter(cls, prop: Var):
- """Create a setter for the var.
- Args:
- prop: The var to create a setter for.
- """
- setter_name = prop._get_setter_name(include_state=False)
- if setter_name not in cls.__dict__:
- event_handler = cls._create_event_handler(prop._get_setter())
- cls.event_handlers[setter_name] = event_handler
- setattr(cls, setter_name, event_handler)
- @classmethod
- def _set_default_value(cls, prop: Var):
- """Set the default value for the var.
- Args:
- prop: The var to set the default value for.
- """
- # Get the pydantic field for the var.
- field = cls.get_fields()[prop._var_field_name]
- if field.required:
- default_value = prop._get_default_value()
- if default_value is not None:
- field.required = False
- field.default = default_value
- if (
- not field.required
- and field.default is None
- and field.default_factory is None
- and not types.is_optional(prop._var_type)
- ):
- # Ensure frontend uses null coalescing when accessing.
- object.__setattr__(prop, "_var_type", prop._var_type | None)
- @classmethod
- def _get_var_default(cls, name: str, annotation_value: Any) -> Any:
- """Get the default value of a (backend) var.
- Args:
- name: The name of the var.
- annotation_value: The annotation value of the var.
- Returns:
- The default value of the var or None.
- """
- try:
- return getattr(cls, name)
- except AttributeError:
- try:
- return Var("", _var_type=annotation_value)._get_default_value()
- except TypeError:
- pass
- return None
- @staticmethod
- def _get_base_functions() -> dict[str, FunctionType]:
- """Get all functions of the state class excluding dunder methods.
- Returns:
- The functions of rx.State class as a dict.
- """
- return {
- func[0]: func[1]
- for func in inspect.getmembers(BaseState, predicate=inspect.isfunction)
- if not func[0].startswith("__")
- }
- @classmethod
- def _update_substate_inherited_vars(cls, vars_to_add: dict[str, Var]):
- """Update the inherited vars of substates recursively when new vars are added.
- Also updates the var dependency tracking dicts after adding vars.
- Args:
- vars_to_add: names to Var instances to add to substates
- """
- for substate_class in cls.class_subclasses:
- for name, var in vars_to_add.items():
- if types.is_backend_base_variable(name, cls):
- substate_class.backend_vars.setdefault(name, var)
- substate_class.inherited_backend_vars.setdefault(name, var)
- else:
- substate_class.vars.setdefault(name, var)
- substate_class.inherited_vars.setdefault(name, var)
- substate_class._update_substate_inherited_vars(vars_to_add)
- # Reinitialize dependency tracking dicts.
- cls._init_var_dependency_dicts()
- @classmethod
- def setup_dynamic_args(cls, args: dict[str, str]):
- """Set up args for easy access in renderer.
- Args:
- args: a dict of args
- """
- if not args:
- return
- cls._check_overwritten_dynamic_args(list(args.keys()))
- def argsingle_factory(param: str):
- def inner_func(self: BaseState) -> str:
- return self.router.page.params.get(param, "")
- return inner_func
- def arglist_factory(param: str):
- def inner_func(self: BaseState) -> list[str]:
- return self.router.page.params.get(param, [])
- return inner_func
- dynamic_vars = {}
- for param, value in args.items():
- if value == constants.RouteArgType.SINGLE:
- func = argsingle_factory(param)
- elif value == constants.RouteArgType.LIST:
- func = arglist_factory(param)
- else:
- continue
- dynamic_vars[param] = DynamicRouteVar(
- fget=func,
- auto_deps=False,
- deps=["router"],
- _js_expr=param,
- _var_data=VarData.from_state(cls),
- )
- setattr(cls, param, dynamic_vars[param])
- # Update tracking dicts.
- cls.computed_vars.update(dynamic_vars)
- cls.vars.update(dynamic_vars)
- cls._update_substate_inherited_vars(dynamic_vars)
- @classmethod
- def _check_overwritten_dynamic_args(cls, args: list[str]):
- """Check if dynamic args are shadowing existing vars. Recursively checks all child states.
- Args:
- args: a dict of args
- Raises:
- DynamicRouteArgShadowsStateVarError: If a dynamic arg is shadowing an existing var.
- """
- for arg in args:
- if (
- arg in cls.computed_vars
- and not isinstance(cls.computed_vars[arg], DynamicRouteVar)
- ) or arg in cls.base_vars:
- msg = f"Dynamic route arg '{arg}' is shadowing an existing var in {cls.__module__}.{cls.__name__}"
- raise DynamicRouteArgShadowsStateVarError(msg)
- for substate in cls.get_substates():
- substate._check_overwritten_dynamic_args(args)
- def __getattribute__(self, name: str) -> Any:
- """Get the state var.
- If the var is inherited, get the var from the parent state.
- Args:
- name: The name of the var.
- Returns:
- The value of the var.
- """
- # If the state hasn't been initialized yet, return the default value.
- if not super().__getattribute__("__dict__"):
- return super().__getattribute__(name)
- # Fast path for dunder
- if name.startswith("__"):
- return super().__getattribute__(name)
- # For now, handle router_data updates as a special case.
- if (
- name == constants.ROUTER_DATA
- or name in super().__getattribute__("inherited_vars")
- or name in super().__getattribute__("inherited_backend_vars")
- ):
- parent_state = super().__getattribute__("parent_state")
- if parent_state is not None:
- return getattr(parent_state, name)
- # Allow event handlers to be called on the instance directly.
- event_handlers = super().__getattribute__("event_handlers")
- if name in event_handlers:
- handler = event_handlers[name]
- if handler.is_background:
- fn = _no_chain_background_task(type(self), name, handler.fn)
- else:
- fn = functools.partial(handler.fn, self)
- fn.__module__ = handler.fn.__module__
- fn.__qualname__ = handler.fn.__qualname__
- return fn
- backend_vars = super().__getattribute__("_backend_vars")
- if name in backend_vars:
- value = backend_vars[name]
- else:
- value = super().__getattribute__(name)
- if isinstance(value, EventHandler):
- # The event handler is inherited from a parent, so let the parent convert
- # it to a callable function.
- parent_state = super().__getattribute__("parent_state")
- if parent_state is not None:
- return getattr(parent_state, name)
- if MutableProxy._is_mutable_type(value) and (
- name in super().__getattribute__("base_vars") or name in backend_vars
- ):
- # track changes in mutable containers (list, dict, set, etc)
- return MutableProxy(wrapped=value, state=self, field_name=name)
- return value
- def __setattr__(self, name: str, value: Any):
- """Set the attribute.
- If the attribute is inherited, set the attribute on the parent state.
- Args:
- name: The name of the attribute.
- value: The value of the attribute.
- Raises:
- SetUndefinedStateVarError: If a value of a var is set without first defining it.
- """
- if isinstance(value, MutableProxy):
- # unwrap proxy objects when assigning back to the state
- value = value.__wrapped__
- # Set the var on the parent state.
- if name in self.inherited_vars or name in self.inherited_backend_vars:
- setattr(self.parent_state, name, value)
- return
- if name in self.backend_vars:
- self._backend_vars.__setitem__(name, value)
- self.dirty_vars.add(name)
- self._mark_dirty()
- return
- if (
- name not in self.vars
- and name not in self.get_skip_vars()
- and not name.startswith("__")
- and not name.startswith(
- f"_{getattr(type(self), '__original_name__', type(self).__name__)}__"
- )
- ):
- msg = (
- f"The state variable '{name}' has not been defined in '{type(self).__name__}'. "
- f"All state variables must be declared before they can be set."
- )
- raise SetUndefinedStateVarError(msg)
- fields = self.get_fields()
- if name in fields:
- field = fields[name]
- field_type = _unwrap_field_type(true_type_for_pydantic_field(field))
- if not _isinstance(value, field_type, nested=1, treat_var_as_type=False):
- console.error(
- f"Expected field '{type(self).__name__}.{name}' to receive type '{escape(str(field_type))}',"
- f" but got '{value}' of type '{type(value)}'."
- )
- # Set the attribute.
- super().__setattr__(name, value)
- # Add the var to the dirty list.
- if name in self.base_vars:
- self.dirty_vars.add(name)
- self._mark_dirty()
- # For now, handle router_data updates as a special case
- if name == constants.ROUTER_DATA:
- self.dirty_vars.add(name)
- self._mark_dirty()
- def reset(self):
- """Reset all the base vars to their default values."""
- # Reset the base vars.
- fields = self.get_fields()
- for prop_name in self.base_vars:
- if prop_name == constants.ROUTER:
- continue # never reset the router data
- field = fields[prop_name]
- if default_factory := field.default_factory:
- default = default_factory()
- else:
- default = copy.deepcopy(field.default)
- setattr(self, prop_name, default)
- # Reset the backend vars.
- for prop_name, value in self.backend_vars.items():
- setattr(self, prop_name, copy.deepcopy(value))
- # Recursively reset the substates.
- for substate in self.substates.values():
- substate.reset()
- @classmethod
- @functools.lru_cache
- def _is_client_storage(cls, prop_name_or_field: str | ModelField) -> bool:
- """Check if the var is a client storage var.
- Args:
- prop_name_or_field: The name of the var or the field itself.
- Returns:
- Whether the var is a client storage var.
- """
- if isinstance(prop_name_or_field, str):
- field = cls.get_fields().get(prop_name_or_field)
- else:
- field = prop_name_or_field
- return field is not None and (
- isinstance(field.default, ClientStorageBase)
- or (
- isinstance(field.type_, type)
- and issubclass(field.type_, ClientStorageBase)
- )
- )
- def _reset_client_storage(self):
- """Reset client storage base vars to their default values."""
- # Client-side storage is reset during hydrate so that clearing cookies
- # on the browser also resets the values on the backend.
- fields = self.get_fields()
- for prop_name in self.base_vars:
- field = fields[prop_name]
- if self._is_client_storage(field):
- setattr(self, prop_name, copy.deepcopy(field.default))
- # Recursively reset the substate client storage.
- for substate in self.substates.values():
- substate._reset_client_storage()
- def get_substate(self, path: Sequence[str]) -> BaseState:
- """Get the substate.
- Args:
- path: The path to the substate.
- Returns:
- The substate.
- Raises:
- ValueError: If the substate is not found.
- """
- if len(path) == 0:
- return self
- if path[0] == self.get_name():
- if len(path) == 1:
- return self
- path = path[1:]
- if path[0] not in self.substates:
- msg = f"Invalid path: {path}"
- raise ValueError(msg)
- return self.substates[path[0]].get_substate(path[1:])
- @classmethod
- def _get_potentially_dirty_states(cls) -> set[type[BaseState]]:
- """Get substates which may have dirty vars due to dependencies.
- Returns:
- The set of potentially dirty substate classes.
- """
- return {
- cls.get_class_substate(substate_name)
- for substate_name in cls._always_dirty_substates
- }.union(
- {
- cls.get_root_state().get_class_substate(substate_name)
- for substate_name in cls._potentially_dirty_states
- }
- )
- def _get_root_state(self) -> BaseState:
- """Get the root state of the state tree.
- Returns:
- The root state of the state tree.
- """
- parent_state = self
- while parent_state.parent_state is not None:
- parent_state = parent_state.parent_state
- return parent_state
- async def _get_state_from_redis(self, state_cls: type[T_STATE]) -> T_STATE:
- """Get a state instance from redis.
- Args:
- state_cls: The class of the state.
- Returns:
- The instance of state_cls associated with this state's client_token.
- Raises:
- RuntimeError: If redis is not used in this backend process.
- StateMismatchError: If the state instance is not of the expected type.
- """
- # Then get the target state and all its substates.
- state_manager = get_state_manager()
- if not isinstance(state_manager, StateManagerRedis):
- msg = (
- f"Requested state {state_cls.get_full_name()} is not cached and cannot be accessed without redis. "
- "(All states should already be available -- this is likely a bug)."
- )
- raise RuntimeError(msg)
- state_in_redis = await state_manager.get_state(
- token=_substate_key(self.router.session.client_token, state_cls),
- top_level=False,
- for_state_instance=self,
- )
- if not isinstance(state_in_redis, state_cls):
- msg = f"Searched for state {state_cls.get_full_name()} but found {state_in_redis}."
- raise StateMismatchError(msg)
- return state_in_redis
- def _get_state_from_cache(self, state_cls: type[T_STATE]) -> T_STATE:
- """Get a state instance from the cache.
- Args:
- state_cls: The class of the state.
- Returns:
- The instance of state_cls associated with this state's client_token.
- Raises:
- StateMismatchError: If the state instance is not of the expected type.
- """
- root_state = self._get_root_state()
- substate = root_state.get_substate(state_cls.get_full_name().split("."))
- if not isinstance(substate, state_cls):
- msg = (
- f"Searched for state {state_cls.get_full_name()} but found {substate}."
- )
- raise StateMismatchError(msg)
- return substate
- async def get_state(self, state_cls: type[T_STATE]) -> T_STATE:
- """Get an instance of the state associated with this token.
- Allows for arbitrary access to sibling states from within an event handler.
- Args:
- state_cls: The class of the state.
- Returns:
- The instance of state_cls associated with this state's client_token.
- """
- # Fast case - if this state instance is already cached, get_substate from root state.
- try:
- return self._get_state_from_cache(state_cls)
- except ValueError:
- pass
- # Slow case - fetch missing parent states from redis.
- return await self._get_state_from_redis(state_cls)
- async def get_var_value(self, var: Var[VAR_TYPE]) -> VAR_TYPE:
- """Get the value of an rx.Var from another state.
- Args:
- var: The var to get the value for.
- Returns:
- The value of the var.
- Raises:
- UnretrievableVarValueError: If the var does not have a literal value
- or associated state.
- """
- # Oopsie case: you didn't give me a Var... so get what you give.
- if not isinstance(var, Var):
- return var
- unset = object()
- # Fast case: this is a literal var and the value is known.
- if (
- var_value := getattr(var, "_var_value", unset)
- ) is not unset and not isinstance(var_value, Var):
- return var_value # pyright: ignore [reportReturnType]
- var_data = var._get_all_var_data()
- if var_data is None or not var_data.state:
- msg = f"Unable to retrieve value for {var._js_expr}: not associated with any state."
- raise UnretrievableVarValueError(msg)
- # Fastish case: this var belongs to this state
- if var_data.state == self.get_full_name():
- return getattr(self, var_data.field_name)
- # Slow case: this var belongs to another state
- other_state = await self.get_state(
- self._get_root_state().get_class_substate(var_data.state)
- )
- return getattr(other_state, var_data.field_name)
- def _get_event_handler(
- self, event: Event
- ) -> tuple[BaseState | StateProxy, EventHandler]:
- """Get the event handler for the given event.
- Args:
- event: The event to get the handler for.
- Returns:
- The event handler.
- Raises:
- ValueError: If the event handler or substate is not found.
- """
- # Get the event handler.
- path = event.name.split(".")
- path, name = path[:-1], path[-1]
- substate = self.get_substate(path)
- if not substate:
- msg = "The value of state cannot be None when processing an event."
- raise ValueError(msg)
- handler = substate.event_handlers[name]
- # For background tasks, proxy the state
- if handler.is_background:
- substate = StateProxy(substate)
- return substate, handler
- async def _process(self, event: Event) -> AsyncIterator[StateUpdate]:
- """Obtain event info and process event.
- Args:
- event: The event to process.
- Yields:
- The state update after processing the event.
- """
- # Get the event handler.
- substate, handler = self._get_event_handler(event)
- # Run the event generator and yield state updates.
- async for update in self._process_event(
- handler=handler,
- state=substate,
- payload=event.payload,
- ):
- yield update
- def _check_valid(self, handler: EventHandler, events: Any) -> Any:
- """Check if the events yielded are valid. They must be EventHandlers or EventSpecs.
- Args:
- handler: EventHandler.
- events: The events to be checked.
- Raises:
- TypeError: If any of the events are not valid.
- Returns:
- The events as they are if valid.
- """
- def _is_valid_type(events: Any) -> bool:
- return isinstance(events, (Event, EventHandler, EventSpec))
- if events is None or _is_valid_type(events):
- return events
- if not isinstance(events, Sequence):
- events = [events]
- try:
- if all(_is_valid_type(e) for e in events):
- return events
- except TypeError:
- pass
- coroutines = [e for e in events if asyncio.iscoroutine(e)]
- for coroutine in coroutines:
- coroutine_name = coroutine.__qualname__
- warnings.filterwarnings(
- "ignore", message=f"coroutine '{coroutine_name}' was never awaited"
- )
- msg = (
- f"Your handler {handler.fn.__qualname__} must only return/yield: None, Events or other EventHandlers referenced by their class (i.e. using `type(self)` or other class references)."
- f" Returned events of types {', '.join(map(str, map(type, events)))!s}."
- )
- raise TypeError(msg)
- async def _as_state_update(
- self,
- handler: EventHandler,
- events: EventSpec | list[EventSpec] | None,
- final: bool,
- ) -> StateUpdate:
- """Convert the events to a StateUpdate.
- Fixes the events and checks for validity before converting.
- Args:
- handler: The handler where the events originated from.
- events: The events to queue with the update.
- final: Whether the handler is done processing.
- Returns:
- The valid StateUpdate containing the events and final flag.
- """
- # get the delta from the root of the state tree
- state = self._get_root_state()
- token = self.router.session.client_token
- # Convert valid EventHandler and EventSpec into Event
- fixed_events = fix_events(self._check_valid(handler, events), token)
- try:
- # Get the delta after processing the event.
- delta = await state._get_resolved_delta()
- state._clean()
- return StateUpdate(
- delta=delta,
- events=fixed_events,
- final=final if not handler.is_background else True,
- )
- except Exception as ex:
- state._clean()
- event_specs = (
- prerequisites.get_and_validate_app().app.backend_exception_handler(ex)
- )
- if event_specs is None:
- return StateUpdate()
- event_specs_correct_type = cast(
- list[EventSpec | EventHandler] | None,
- [event_specs] if isinstance(event_specs, EventSpec) else event_specs,
- )
- fixed_events = fix_events(
- event_specs_correct_type,
- token,
- router_data=state.router_data,
- )
- return StateUpdate(
- events=fixed_events,
- final=True,
- )
- async def _process_event(
- self,
- handler: EventHandler,
- state: BaseState | StateProxy,
- payload: builtins.dict,
- ) -> AsyncIterator[StateUpdate]:
- """Process event.
- Args:
- handler: EventHandler to process.
- state: State to process the handler.
- payload: The event payload.
- Yields:
- StateUpdate object
- Raises:
- ValueError: If a string value is received for an int or float type and cannot be converted.
- """
- from reflex.utils import telemetry
- # Get the function to process the event.
- fn = functools.partial(handler.fn, state)
- try:
- type_hints = typing.get_type_hints(handler.fn)
- except Exception:
- type_hints = {}
- for arg, value in list(payload.items()):
- hinted_args = type_hints.get(arg, Any)
- if hinted_args is Any:
- continue
- if is_union(hinted_args):
- if value is None:
- continue
- hinted_args = value_inside_optional(hinted_args)
- if (
- isinstance(value, dict)
- and inspect.isclass(hinted_args)
- and not types.is_generic_alias(hinted_args) # py3.10
- ):
- if issubclass(hinted_args, Model):
- # Remove non-fields from the payload
- payload[arg] = hinted_args(
- **{
- key: value
- for key, value in value.items()
- if key in hinted_args.__fields__
- }
- )
- elif dataclasses.is_dataclass(hinted_args) or issubclass(
- hinted_args, (Base, BaseModelV1, BaseModelV2)
- ):
- payload[arg] = hinted_args(**value)
- elif isinstance(value, list) and (hinted_args is set or hinted_args is set):
- payload[arg] = set(value)
- elif isinstance(value, list) and (
- hinted_args is tuple or hinted_args is tuple
- ):
- payload[arg] = tuple(value)
- elif isinstance(value, str) and (
- hinted_args is int or hinted_args is float
- ):
- try:
- payload[arg] = hinted_args(value)
- except ValueError:
- msg = f"Received a string value ({value}) for {arg} but expected a {hinted_args}"
- raise ValueError(msg) from None
- else:
- console.warn(
- f"Received a string value ({value}) for {arg} but expected a {hinted_args}. A simple conversion was successful."
- )
- # Wrap the function in a try/except block.
- try:
- # Handle async functions.
- if asyncio.iscoroutinefunction(fn.func):
- events = await fn(**payload)
- # Handle regular functions.
- else:
- events = fn(**payload)
- # Handle async generators.
- if inspect.isasyncgen(events):
- async for event in events:
- yield await state._as_state_update(handler, event, final=False)
- yield await state._as_state_update(handler, events=None, final=True)
- # Handle regular generators.
- elif inspect.isgenerator(events):
- try:
- while True:
- yield await state._as_state_update(
- handler, next(events), final=False
- )
- except StopIteration as si:
- # the "return" value of the generator is not available
- # in the loop, we must catch StopIteration to access it
- if si.value is not None:
- yield await state._as_state_update(
- handler, si.value, final=False
- )
- yield await state._as_state_update(handler, events=None, final=True)
- # Handle regular event chains.
- else:
- yield await state._as_state_update(handler, events, final=True)
- # If an error occurs, throw a window alert.
- except Exception as ex:
- telemetry.send_error(ex, context="backend")
- event_specs = (
- prerequisites.get_and_validate_app().app.backend_exception_handler(ex)
- )
- yield await state._as_state_update(
- handler,
- event_specs,
- final=True,
- )
- def _mark_dirty_computed_vars(self) -> None:
- """Mark ComputedVars that need to be recalculated based on dirty_vars."""
- # Append expired computed vars to dirty_vars to trigger recalculation
- self.dirty_vars.update(self._expired_computed_vars())
- # Append always dirty computed vars to dirty_vars to trigger recalculation
- self.dirty_vars.update(self._always_dirty_computed_vars)
- dirty_vars = self.dirty_vars
- while dirty_vars:
- calc_vars, dirty_vars = dirty_vars, set()
- for state_name, cvar in self._dirty_computed_vars(from_vars=calc_vars):
- if state_name == self.get_full_name():
- defining_state = self
- else:
- defining_state = self._get_root_state().get_substate(
- tuple(state_name.split("."))
- )
- defining_state.dirty_vars.add(cvar)
- actual_var = defining_state.computed_vars.get(cvar)
- if actual_var is not None:
- actual_var.mark_dirty(instance=defining_state)
- if defining_state is self:
- dirty_vars.add(cvar)
- else:
- # mark dirty where this var is defined
- defining_state._mark_dirty()
- def _expired_computed_vars(self) -> set[str]:
- """Determine ComputedVars that need to be recalculated based on the expiration time.
- Returns:
- Set of computed vars to include in the delta.
- """
- return {
- cvar
- for cvar in self.computed_vars
- if self.computed_vars[cvar].needs_update(instance=self)
- }
- def _dirty_computed_vars(
- self, from_vars: set[str] | None = None, include_backend: bool = True
- ) -> set[tuple[str, str]]:
- """Determine ComputedVars that need to be recalculated based on the given vars.
- Args:
- from_vars: find ComputedVar that depend on this set of vars. If unspecified, will use the dirty_vars.
- include_backend: whether to include backend vars in the calculation.
- Returns:
- Set of computed vars to include in the delta.
- """
- return {
- (state_name, cvar)
- for dirty_var in from_vars or self.dirty_vars
- for state_name, cvar in self._var_dependencies.get(dirty_var, set())
- if include_backend or not self.computed_vars[cvar]._backend
- }
- def get_delta(self) -> Delta:
- """Get the delta for the state.
- Returns:
- The delta for the state.
- """
- delta = {}
- self._mark_dirty_computed_vars()
- frontend_computed_vars: set[str] = {
- name for name, cv in self.computed_vars.items() if not cv._backend
- }
- # Return the dirty vars for this instance, any cached/dependent computed vars,
- # and always dirty computed vars (cache=False)
- delta_vars = self.dirty_vars.intersection(self.base_vars).union(
- self.dirty_vars.intersection(frontend_computed_vars)
- )
- subdelta: dict[str, Any] = {
- prop: self.get_value(prop)
- for prop in delta_vars
- if not types.is_backend_base_variable(prop, type(self))
- }
- if len(subdelta) > 0:
- delta[self.get_full_name()] = subdelta
- # Recursively find the substate deltas.
- substates = self.substates
- for substate in self.dirty_substates.union(self._always_dirty_substates):
- delta.update(substates[substate].get_delta())
- # Return the delta.
- return delta
- async def _get_resolved_delta(self) -> Delta:
- """Get the delta for the state after resolving all coroutines.
- Returns:
- The resolved delta for the state.
- """
- return await _resolve_delta(self.get_delta())
- def _mark_dirty(self):
- """Mark the substate and all parent states as dirty."""
- state_name = self.get_name()
- if (
- self.parent_state is not None
- and state_name not in self.parent_state.dirty_substates
- ):
- self.parent_state.dirty_substates.add(self.get_name())
- self.parent_state._mark_dirty()
- # have to mark computed vars dirty to allow access to newly computed
- # values within the same ComputedVar function
- self._mark_dirty_computed_vars()
- def _update_was_touched(self):
- """Update the _was_touched flag based on dirty_vars."""
- if self.dirty_vars and not self._was_touched:
- for var in self.dirty_vars:
- if var in self.base_vars or var in self._backend_vars:
- self._was_touched = True
- break
- if var == constants.ROUTER_DATA and self.parent_state is None:
- self._was_touched = True
- break
- def _get_was_touched(self) -> bool:
- """Check current dirty_vars and flag to determine if state instance was modified.
- If any dirty vars belong to this state, mark _was_touched.
- This flag determines whether this state instance should be persisted to redis.
- Returns:
- Whether this state instance was ever modified.
- """
- # Ensure the flag is up to date based on the current dirty_vars
- self._update_was_touched()
- return self._was_touched
- def _clean(self):
- """Reset the dirty vars."""
- # Update touched status before cleaning dirty_vars.
- self._update_was_touched()
- # Recursively clean the substates.
- for substate in self.dirty_substates:
- if substate not in self.substates:
- continue
- self.substates[substate]._clean()
- # Clean this state.
- self.dirty_vars = set()
- self.dirty_substates = set()
- def get_value(self, key: str) -> Any:
- """Get the value of a field (without proxying).
- The returned value will NOT track dirty state updates.
- Args:
- key: The key of the field.
- Returns:
- The value of the field.
- """
- value = super().get_value(key)
- if isinstance(value, MutableProxy):
- return value.__wrapped__
- return value
- def dict(
- self, include_computed: bool = True, initial: bool = False, **kwargs
- ) -> dict[str, Any]:
- """Convert the object to a dictionary.
- Args:
- include_computed: Whether to include computed vars.
- initial: Whether to get the initial value of computed vars.
- **kwargs: Kwargs to pass to the pydantic dict method.
- Returns:
- The object as a dictionary.
- """
- if include_computed:
- self._mark_dirty_computed_vars()
- base_vars = {
- prop_name: self.get_value(prop_name) for prop_name in self.base_vars
- }
- if initial and include_computed:
- computed_vars = {
- # Include initial computed vars.
- prop_name: (
- cv._initial_value
- if is_computed_var(cv)
- and not isinstance(cv._initial_value, types.Unset)
- else self.get_value(prop_name)
- )
- for prop_name, cv in self.computed_vars.items()
- if not cv._backend
- }
- elif include_computed:
- computed_vars = {
- # Include the computed vars.
- prop_name: self.get_value(prop_name)
- for prop_name, cv in self.computed_vars.items()
- if not cv._backend
- }
- else:
- computed_vars = {}
- variables = {**base_vars, **computed_vars}
- d = {
- self.get_full_name(): {k: variables[k] for k in sorted(variables)},
- }
- for substate_d in [
- v.dict(include_computed=include_computed, initial=initial, **kwargs)
- for v in self.substates.values()
- ]:
- d.update(substate_d)
- return d
- async def __aenter__(self) -> BaseState:
- """Enter the async context manager protocol.
- This should not be used for the State class, but exists for
- type-compatibility with StateProxy.
- Raises:
- TypeError: always, because async contextmanager protocol is only supported for background task.
- """
- msg = "Only background task should use `async with self` to modify state."
- raise TypeError(msg)
- async def __aexit__(self, *exc_info: Any) -> None:
- """Exit the async context manager protocol.
- This should not be used for the State class, but exists for
- type-compatibility with StateProxy.
- Args:
- exc_info: The exception info tuple.
- """
- def __getstate__(self):
- """Get the state for redis serialization.
- This method is called by pickle to serialize the object.
- It explicitly removes parent_state and substates because those are serialized separately
- by the StateManagerRedis to allow for better horizontal scaling as state size increases.
- Returns:
- The state dict for serialization.
- """
- state = super().__getstate__()
- state["__dict__"] = state["__dict__"].copy()
- if state["__dict__"].get("parent_state") is not None:
- # Do not serialize router data in substates (only the root state).
- state["__dict__"].pop("router", None)
- state["__dict__"].pop("router_data", None)
- # Never serialize parent_state or substates.
- state["__dict__"].pop("parent_state", None)
- state["__dict__"].pop("substates", None)
- state["__dict__"].pop("_was_touched", None)
- # Remove all inherited vars.
- for inherited_var_name in self.inherited_vars:
- state["__dict__"].pop(inherited_var_name, None)
- return state
- def __setstate__(self, state: dict[str, Any]):
- """Set the state from redis deserialization.
- This method is called by pickle to deserialize the object.
- Args:
- state: The state dict for deserialization.
- """
- state["__dict__"]["parent_state"] = None
- state["__dict__"]["substates"] = {}
- super().__setstate__(state)
- def _check_state_size(
- self,
- pickle_state_size: int,
- ):
- """Print a warning when the state is too large.
- Args:
- pickle_state_size: The size of the pickled state.
- Raises:
- StateTooLargeError: If the state is too large.
- """
- state_full_name = self.get_full_name()
- if (
- state_full_name not in _WARNED_ABOUT_STATE_SIZE
- and pickle_state_size > TOO_LARGE_SERIALIZED_STATE
- and self.substates
- ):
- msg = (
- f"State {state_full_name} serializes to {pickle_state_size} bytes "
- + "which may present performance issues. Consider reducing the size of this state."
- )
- if environment.REFLEX_PERF_MODE.get() == PerformanceMode.WARN:
- console.warn(msg)
- elif environment.REFLEX_PERF_MODE.get() == PerformanceMode.RAISE:
- raise StateTooLargeError(msg)
- _WARNED_ABOUT_STATE_SIZE.add(state_full_name)
- @classmethod
- @functools.lru_cache
- def _to_schema(cls) -> str:
- """Convert a state to a schema.
- Returns:
- The hash of the schema.
- """
- def _field_tuple(
- field_name: str,
- ) -> tuple[str, str, Any, bool | None, Any]:
- model_field = cls.__fields__[field_name]
- return (
- field_name,
- model_field.name,
- _serialize_type(model_field.type_),
- (
- model_field.required
- if isinstance(model_field.required, bool)
- else None
- ),
- (model_field.default if is_serializable(model_field.default) else None),
- )
- return md5(
- pickle.dumps(
- sorted(_field_tuple(field_name) for field_name in cls.base_vars)
- )
- ).hexdigest()
- def _serialize(self) -> bytes:
- """Serialize the state for redis.
- Returns:
- The serialized state.
- Raises:
- StateSerializationError: If the state cannot be serialized.
- """
- payload = b""
- error = ""
- try:
- payload = pickle.dumps((self._to_schema(), self))
- except HANDLED_PICKLE_ERRORS as og_pickle_error:
- error = (
- f"Failed to serialize state {self.get_full_name()} due to unpicklable object. "
- "This state will not be persisted. "
- )
- try:
- import dill
- payload = dill.dumps((self._to_schema(), self))
- except ImportError:
- error += (
- f"Pickle error: {og_pickle_error}. "
- "Consider `pip install 'dill>=0.3.8'` for more exotic serialization support."
- )
- except HANDLED_PICKLE_ERRORS as ex:
- error += f"Dill was also unable to pickle the state: {ex}"
- console.warn(error)
- if environment.REFLEX_PERF_MODE.get() != PerformanceMode.OFF:
- self._check_state_size(len(payload))
- if not payload:
- raise StateSerializationError(error)
- return payload
- @classmethod
- def _deserialize(
- cls, data: bytes | None = None, fp: BinaryIO | None = None
- ) -> BaseState:
- """Deserialize the state from redis/disk.
- data and fp are mutually exclusive, but one must be provided.
- Args:
- data: The serialized state data.
- fp: The file pointer to the serialized state data.
- Returns:
- The deserialized state.
- Raises:
- ValueError: If both data and fp are provided, or neither are provided.
- StateSchemaMismatchError: If the state schema does not match the expected schema.
- """
- if data is not None and fp is None:
- (substate_schema, state) = pickle.loads(data)
- elif fp is not None and data is None:
- (substate_schema, state) = pickle.load(fp)
- else:
- msg = "Only one of `data` or `fp` must be provided"
- raise ValueError(msg)
- if substate_schema != state._to_schema():
- raise StateSchemaMismatchError
- return state
- def _serialize_type(type_: Any) -> str:
- """Serialize a type.
- Args:
- type_: The type to serialize.
- Returns:
- The serialized type.
- """
- if not inspect.isclass(type_):
- return f"{type_}"
- return f"{type_.__module__}.{type_.__qualname__}"
- def is_serializable(value: Any) -> bool:
- """Check if a value is serializable.
- Args:
- value: The value to check.
- Returns:
- Whether the value is serializable.
- """
- try:
- return bool(pickle.dumps(value))
- except Exception:
- return False
- T_STATE = TypeVar("T_STATE", bound=BaseState)
- class State(BaseState):
- """The app Base State."""
- # The hydrated bool.
- is_hydrated: bool = False
- @event
- def set_is_hydrated(self, value: bool) -> None:
- """Set the hydrated state.
- Args:
- value: The hydrated state.
- """
- self.is_hydrated = value
- T = TypeVar("T", bound=BaseState)
- def dynamic(func: Callable[[T], Component]):
- """Create a dynamically generated components from a state class.
- Args:
- func: The function to generate the component.
- Returns:
- The dynamically generated component.
- Raises:
- DynamicComponentInvalidSignatureError: If the function does not have exactly one parameter or a type hint for the state class.
- """
- number_of_parameters = len(inspect.signature(func).parameters)
- func_signature = get_type_hints(func)
- if "return" in func_signature:
- func_signature.pop("return")
- values = list(func_signature.values())
- if number_of_parameters != 1:
- msg = "The function must have exactly one parameter, which is the state class."
- raise DynamicComponentInvalidSignatureError(msg)
- if len(values) != 1:
- msg = "You must provide a type hint for the state class in the function."
- raise DynamicComponentInvalidSignatureError(msg)
- state_class: type[T] = values[0]
- def wrapper() -> Component:
- from reflex.components.base.fragment import fragment
- return fragment(state_class._evaluate(lambda state: func(state)))
- return wrapper
- class FrontendEventExceptionState(State):
- """Substate for handling frontend exceptions."""
- @event
- def handle_frontend_exception(self, stack: str, component_stack: str) -> None:
- """Handle frontend exceptions.
- If a frontend exception handler is provided, it will be called.
- Otherwise, the default frontend exception handler will be called.
- Args:
- stack: The stack trace of the exception.
- component_stack: The stack trace of the component where the exception occurred.
- """
- prerequisites.get_and_validate_app().app.frontend_exception_handler(
- Exception(stack)
- )
- class UpdateVarsInternalState(State):
- """Substate for handling internal state var updates."""
- async def update_vars_internal(self, vars: dict[str, Any]) -> None:
- """Apply updates to fully qualified state vars.
- The keys in `vars` should be in the form of `{state.get_full_name()}.{var_name}`,
- and each value will be set on the appropriate substate instance.
- This function is primarily used to apply cookie and local storage
- updates from the frontend to the appropriate substate.
- Args:
- vars: The fully qualified vars and values to update.
- """
- for var, value in vars.items():
- state_name, _, var_name = var.rpartition(".")
- var_state_cls = State.get_class_substate(state_name)
- if var_state_cls._is_client_storage(var_name):
- var_state = await self.get_state(var_state_cls)
- setattr(var_state, var_name, value)
- class OnLoadInternalState(State):
- """Substate for handling on_load event enumeration.
- This is a separate substate to avoid deserializing the entire state tree for every page navigation.
- """
- def on_load_internal(self) -> list[Event | EventSpec | event.EventCallback] | None:
- """Queue on_load handlers for the current page.
- Returns:
- The list of events to queue for on load handling.
- """
- # Do not app._compile()! It should be already compiled by now.
- load_events = prerequisites.get_and_validate_app().app.get_load_events(
- self.router.page.path
- )
- if not load_events:
- self.is_hydrated = True
- return None # Fast path for navigation with no on_load events defined.
- self.is_hydrated = False
- return [
- *fix_events(
- cast(list[EventSpec | EventHandler], load_events),
- self.router.session.client_token,
- router_data=self.router_data,
- ),
- State.set_is_hydrated(True),
- ]
- class ComponentState(State, mixin=True):
- """Base class to allow for the creation of a state instance per component.
- This allows for the bundling of UI and state logic into a single class,
- where each instance has a separate instance of the state.
- Subclass this class and define vars and event handlers in the traditional way.
- Then define a `get_component` method that returns the UI for the component instance.
- See the full [docs](https://reflex.dev/docs/substates/component-state/) for more.
- Basic example:
- ```python
- # Subclass ComponentState and define vars and event handlers.
- class Counter(rx.ComponentState):
- # Define vars that change.
- count: int = 0
- # Define event handlers.
- def increment(self):
- self.count += 1
- def decrement(self):
- self.count -= 1
- @classmethod
- def get_component(cls, **props):
- # Access the state vars and event handlers using `cls`.
- return rx.hstack(
- rx.button("Decrement", on_click=cls.decrement),
- rx.text(cls.count),
- rx.button("Increment", on_click=cls.increment),
- **props,
- )
- counter = Counter.create()
- ```
- """
- # The number of components created from this class.
- _per_component_state_instance_count: ClassVar[int] = 0
- def __init__(self, *args, **kwargs):
- """Do not allow direct initialization of the ComponentState.
- Args:
- *args: The args to pass to the State init method.
- **kwargs: The kwargs to pass to the State init method.
- Raises:
- ReflexRuntimeError: If the ComponentState is initialized directly.
- """
- if type(self)._mixin:
- raise ReflexRuntimeError(
- f"{ComponentState.__name__} {type(self).__name__} is not meant to be initialized directly. "
- + "Use the `create` method to create a new instance and access the state via the `State` attribute."
- )
- super().__init__(*args, **kwargs)
- @classmethod
- def __init_subclass__(cls, mixin: bool = True, **kwargs):
- """Overwrite mixin default to True.
- Args:
- mixin: Whether the subclass is a mixin and should not be initialized.
- **kwargs: The kwargs to pass to the pydantic init_subclass method.
- """
- super().__init_subclass__(mixin=mixin, **kwargs)
- @classmethod
- def get_component(cls, *children, **props) -> Component:
- """Get the component instance.
- Args:
- children: The children of the component.
- props: The props of the component.
- Raises:
- NotImplementedError: if the subclass does not override this method.
- """
- msg = f"{cls.__name__} must implement get_component to return the component instance."
- raise NotImplementedError(msg)
- @classmethod
- def create(cls, *children, **props) -> Component:
- """Create a new instance of the Component.
- Args:
- children: The children of the component.
- props: The props of the component.
- Returns:
- A new instance of the Component with an independent copy of the State.
- """
- from reflex.compiler.compiler import into_component
- cls._per_component_state_instance_count += 1
- state_cls_name = f"{cls.__name__}_n{cls._per_component_state_instance_count}"
- component_state = type(
- state_cls_name,
- (cls, State),
- {"__module__": reflex.istate.dynamic.__name__},
- mixin=False,
- )
- # Save a reference to the dynamic state for pickle/unpickle.
- setattr(reflex.istate.dynamic, state_cls_name, component_state)
- component = component_state.get_component(*children, **props)
- component = into_component(component)
- component.State = component_state
- return component
- @dataclasses.dataclass(
- frozen=True,
- )
- class StateUpdate:
- """A state update sent to the frontend."""
- # The state delta.
- delta: Delta = dataclasses.field(default_factory=dict)
- # Events to be added to the event queue.
- events: list[Event] = dataclasses.field(default_factory=list)
- # Whether this is the final state update for the event.
- final: bool = True
- def json(self) -> str:
- """Convert the state update to a JSON string.
- Returns:
- The state update as a JSON string.
- """
- return format.json_dumps(self)
- def code_uses_state_contexts(javascript_code: str) -> bool:
- """Check if the rendered Javascript uses state contexts.
- Args:
- javascript_code: The Javascript code to check.
- Returns:
- True if the code attempts to access a member of StateContexts.
- """
- return bool("useContext(StateContexts" in javascript_code)
- def reload_state_module(
- module: str,
- state: type[BaseState] = State,
- ) -> None:
- """Reset rx.State subclasses to avoid conflict when reloading.
- Args:
- module: The module to reload.
- state: Recursive argument for the state class to reload.
- """
- # Clean out all potentially dirty states of reloaded modules.
- for pd_state in tuple(state._potentially_dirty_states):
- with contextlib.suppress(ValueError):
- if (
- state.get_root_state().get_class_substate(pd_state).__module__ == module
- and module is not None
- ):
- state._potentially_dirty_states.remove(pd_state)
- for subclass in tuple(state.class_subclasses):
- reload_state_module(module=module, state=subclass)
- if subclass.__module__ == module and module is not None:
- all_base_state_classes.pop(subclass.get_full_name(), None)
- state.class_subclasses.remove(subclass)
- state._always_dirty_substates.discard(subclass.get_name())
- state._var_dependencies = {}
- state._init_var_dependency_dicts()
- state.get_class_substate.cache_clear()
- from reflex.istate.manager import LockExpiredError as LockExpiredError # noqa: E402
- from reflex.istate.manager import StateManager as StateManager # noqa: E402
- from reflex.istate.manager import StateManagerDisk as StateManagerDisk # noqa: E402
- from reflex.istate.manager import StateManagerMemory as StateManagerMemory # noqa: E402
- from reflex.istate.manager import StateManagerRedis as StateManagerRedis # noqa: E402
- from reflex.istate.manager import get_state_manager as get_state_manager # noqa: E402
- from reflex.istate.manager import ( # noqa: E402
- reset_disk_state_manager as reset_disk_state_manager,
- )
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