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							- from collections.abc import Sequence
 - from typing import Any
 - 
 - from pydantic import AliasChoices, BaseModel, ConfigDict, Field, model_validator
 - 
 - from core.file.models import File
 - from core.workflow.enums import SystemVariableKey
 - 
 - 
 - class SystemVariable(BaseModel):
 -     """A model for managing system variables.
 - 
 -     Fields with a value of `None` are treated as absent and will not be included
 -     in the variable pool.
 -     """
 - 
 -     model_config = ConfigDict(
 -         extra="forbid",
 -         serialize_by_alias=True,
 -         validate_by_alias=True,
 -     )
 - 
 -     user_id: str | None = None
 - 
 -     # Ideally, `app_id` and `workflow_id` should be required and not `None`.
 -     # However, there are scenarios in the codebase where these fields are not set.
 -     # To maintain compatibility, they are marked as optional here.
 -     app_id: str | None = None
 -     workflow_id: str | None = None
 - 
 -     files: Sequence[File] = Field(default_factory=list)
 - 
 -     # NOTE: The `workflow_execution_id` field was previously named `workflow_run_id`.
 -     # To maintain compatibility with existing workflows, it must be serialized
 -     # as `workflow_run_id` in dictionaries or JSON objects, and also referenced
 -     # as `workflow_run_id` in the variable pool.
 -     workflow_execution_id: str | None = Field(
 -         validation_alias=AliasChoices("workflow_execution_id", "workflow_run_id"),
 -         serialization_alias="workflow_run_id",
 -         default=None,
 -     )
 -     # Chatflow related fields.
 -     query: str | None = None
 -     conversation_id: str | None = None
 -     dialogue_count: int | None = None
 - 
 -     @model_validator(mode="before")
 -     @classmethod
 -     def validate_json_fields(cls, data):
 -         if isinstance(data, dict):
 -             # For JSON validation, only allow workflow_run_id
 -             if "workflow_execution_id" in data and "workflow_run_id" not in data:
 -                 # This is likely from direct instantiation, allow it
 -                 return data
 -             elif "workflow_execution_id" in data and "workflow_run_id" in data:
 -                 # Both present, remove workflow_execution_id
 -                 data = data.copy()
 -                 data.pop("workflow_execution_id")
 -                 return data
 -         return data
 - 
 -     @classmethod
 -     def empty(cls) -> "SystemVariable":
 -         return cls()
 - 
 -     def to_dict(self) -> dict[SystemVariableKey, Any]:
 -         # NOTE: This method is provided for compatibility with legacy code.
 -         # New code should use the `SystemVariable` object directly instead of converting
 -         # it to a dictionary, as this conversion results in the loss of type information
 -         # for each key, making static analysis more difficult.
 - 
 -         d: dict[SystemVariableKey, Any] = {
 -             SystemVariableKey.FILES: self.files,
 -         }
 -         if self.user_id is not None:
 -             d[SystemVariableKey.USER_ID] = self.user_id
 -         if self.app_id is not None:
 -             d[SystemVariableKey.APP_ID] = self.app_id
 -         if self.workflow_id is not None:
 -             d[SystemVariableKey.WORKFLOW_ID] = self.workflow_id
 -         if self.workflow_execution_id is not None:
 -             d[SystemVariableKey.WORKFLOW_EXECUTION_ID] = self.workflow_execution_id
 -         if self.query is not None:
 -             d[SystemVariableKey.QUERY] = self.query
 -         if self.conversation_id is not None:
 -             d[SystemVariableKey.CONVERSATION_ID] = self.conversation_id
 -         if self.dialogue_count is not None:
 -             d[SystemVariableKey.DIALOGUE_COUNT] = self.dialogue_count
 -         return d
 
 
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