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from datetime import datetime
from enum import Enum
from typing import Any, Optional
from pydantic import BaseModel, field_validator
from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk
from core.workflow.entities.node_entities import NodeRunMetadataKey
from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
from core.workflow.nodes import NodeType
from core.workflow.nodes.base import BaseNodeData
class QueueEvent(str, Enum):
"""
QueueEvent enum
"""
LLM_CHUNK = "llm_chunk"
TEXT_CHUNK = "text_chunk"
AGENT_MESSAGE = "agent_message"
MESSAGE_REPLACE = "message_replace"
MESSAGE_END = "message_end"
ADVANCED_CHAT_MESSAGE_END = "advanced_chat_message_end"
WORKFLOW_STARTED = "workflow_started"
WORKFLOW_SUCCEEDED = "workflow_succeeded"
WORKFLOW_FAILED = "workflow_failed"
ITERATION_START = "iteration_start"
ITERATION_NEXT = "iteration_next"
ITERATION_COMPLETED = "iteration_completed"
NODE_STARTED = "node_started"
NODE_SUCCEEDED = "node_succeeded"
NODE_FAILED = "node_failed"
RETRIEVER_RESOURCES = "retriever_resources"
ANNOTATION_REPLY = "annotation_reply"
AGENT_THOUGHT = "agent_thought"
MESSAGE_FILE = "message_file"
PARALLEL_BRANCH_RUN_STARTED = "parallel_branch_run_started"
PARALLEL_BRANCH_RUN_SUCCEEDED = "parallel_branch_run_succeeded"
PARALLEL_BRANCH_RUN_FAILED = "parallel_branch_run_failed"
ERROR = "error"
PING = "ping"
STOP = "stop"
class AppQueueEvent(BaseModel):
"""
QueueEvent abstract entity
"""
event: QueueEvent
class QueueLLMChunkEvent(AppQueueEvent):
"""
QueueLLMChunkEvent entity
Only for basic mode apps
"""
event: QueueEvent = QueueEvent.LLM_CHUNK
chunk: LLMResultChunk
class QueueIterationStartEvent(AppQueueEvent):
"""
QueueIterationStartEvent entity
"""
event: QueueEvent = QueueEvent.ITERATION_START
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
start_at: datetime
node_run_index: int
inputs: Optional[dict[str, Any]] = None
predecessor_node_id: Optional[str] = None
metadata: Optional[dict[str, Any]] = None
class QueueIterationNextEvent(AppQueueEvent):
"""
QueueIterationNextEvent entity
"""
event: QueueEvent = QueueEvent.ITERATION_NEXT
index: int
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
parallel_mode_run_id: Optional[str] = None
"""iteratoin run in parallel mode run id"""
node_run_index: int
output: Optional[Any] = None # output for the current iteration
@field_validator("output", mode="before")
@classmethod
def set_output(cls, v):
"""
Set output
"""
if v is None:
return None
if isinstance(v, int | float | str | bool | dict | list):
return v
raise ValueError("output must be a valid type")
class QueueIterationCompletedEvent(AppQueueEvent):
"""
QueueIterationCompletedEvent entity
"""
event: QueueEvent = QueueEvent.ITERATION_COMPLETED
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
start_at: datetime
node_run_index: int
inputs: Optional[dict[str, Any]] = None
outputs: Optional[dict[str, Any]] = None
metadata: Optional[dict[str, Any]] = None
steps: int = 0
error: Optional[str] = None
class QueueTextChunkEvent(AppQueueEvent):
"""
QueueTextChunkEvent entity
"""
event: QueueEvent = QueueEvent.TEXT_CHUNK
text: str
from_variable_selector: Optional[list[str]] = None
"""from variable selector"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
class QueueAgentMessageEvent(AppQueueEvent):
"""
QueueMessageEvent entity
"""
event: QueueEvent = QueueEvent.AGENT_MESSAGE
chunk: LLMResultChunk
class QueueMessageReplaceEvent(AppQueueEvent):
"""
QueueMessageReplaceEvent entity
"""
event: QueueEvent = QueueEvent.MESSAGE_REPLACE
text: str
class QueueRetrieverResourcesEvent(AppQueueEvent):
"""
QueueRetrieverResourcesEvent entity
"""
event: QueueEvent = QueueEvent.RETRIEVER_RESOURCES
retriever_resources: list[dict]
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
class QueueAnnotationReplyEvent(AppQueueEvent):
"""
QueueAnnotationReplyEvent entity
"""
event: QueueEvent = QueueEvent.ANNOTATION_REPLY
message_annotation_id: str
class QueueMessageEndEvent(AppQueueEvent):
"""
QueueMessageEndEvent entity
"""
event: QueueEvent = QueueEvent.MESSAGE_END
llm_result: Optional[LLMResult] = None
class QueueAdvancedChatMessageEndEvent(AppQueueEvent):
"""
QueueAdvancedChatMessageEndEvent entity
"""
event: QueueEvent = QueueEvent.ADVANCED_CHAT_MESSAGE_END
class QueueWorkflowStartedEvent(AppQueueEvent):
"""
QueueWorkflowStartedEvent entity
"""
event: QueueEvent = QueueEvent.WORKFLOW_STARTED
graph_runtime_state: GraphRuntimeState
class QueueWorkflowSucceededEvent(AppQueueEvent):
"""
QueueWorkflowSucceededEvent entity
"""
event: QueueEvent = QueueEvent.WORKFLOW_SUCCEEDED
outputs: Optional[dict[str, Any]] = None
class QueueWorkflowFailedEvent(AppQueueEvent):
"""
QueueWorkflowFailedEvent entity
"""
event: QueueEvent = QueueEvent.WORKFLOW_FAILED
error: str
class QueueNodeStartedEvent(AppQueueEvent):
"""
QueueNodeStartedEvent entity
"""
event: QueueEvent = QueueEvent.NODE_STARTED
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
node_run_index: int = 1
predecessor_node_id: Optional[str] = None
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
start_at: datetime
parallel_mode_run_id: Optional[str] = None
"""iteratoin run in parallel mode run id"""
class QueueNodeSucceededEvent(AppQueueEvent):
"""
QueueNodeSucceededEvent entity
"""
event: QueueEvent = QueueEvent.NODE_SUCCEEDED
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
start_at: datetime
inputs: Optional[dict[str, Any]] = None
process_data: Optional[dict[str, Any]] = None
outputs: Optional[dict[str, Any]] = None
execution_metadata: Optional[dict[NodeRunMetadataKey, Any]] = None
error: Optional[str] = None
class QueueNodeInIterationFailedEvent(AppQueueEvent):
"""
QueueNodeInIterationFailedEvent entity
"""
event: QueueEvent = QueueEvent.NODE_FAILED
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
start_at: datetime
inputs: Optional[dict[str, Any]] = None
process_data: Optional[dict[str, Any]] = None
outputs: Optional[dict[str, Any]] = None
execution_metadata: Optional[dict[NodeRunMetadataKey, Any]] = None
error: str
class QueueNodeFailedEvent(AppQueueEvent):
"""
QueueNodeFailedEvent entity
"""
event: QueueEvent = QueueEvent.NODE_FAILED
node_execution_id: str
node_id: str
node_type: NodeType
node_data: BaseNodeData
parallel_id: Optional[str] = None
"""parallel id if node is in parallel"""
parallel_start_node_id: Optional[str] = None
"""parallel start node id if node is in parallel"""
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
start_at: datetime
inputs: Optional[dict[str, Any]] = None
process_data: Optional[dict[str, Any]] = None
outputs: Optional[dict[str, Any]] = None
execution_metadata: Optional[dict[NodeRunMetadataKey, Any]] = None
error: str
class QueueAgentThoughtEvent(AppQueueEvent):
"""
QueueAgentThoughtEvent entity
"""
event: QueueEvent = QueueEvent.AGENT_THOUGHT
agent_thought_id: str
class QueueMessageFileEvent(AppQueueEvent):
"""
QueueAgentThoughtEvent entity
"""
event: QueueEvent = QueueEvent.MESSAGE_FILE
message_file_id: str
class QueueErrorEvent(AppQueueEvent):
"""
QueueErrorEvent entity
"""
event: QueueEvent = QueueEvent.ERROR
error: Any = None
class QueuePingEvent(AppQueueEvent):
"""
QueuePingEvent entity
"""
event: QueueEvent = QueueEvent.PING
class QueueStopEvent(AppQueueEvent):
"""
QueueStopEvent entity
"""
class StopBy(Enum):
"""
Stop by enum
"""
USER_MANUAL = "user-manual"
ANNOTATION_REPLY = "annotation-reply"
OUTPUT_MODERATION = "output-moderation"
INPUT_MODERATION = "input-moderation"
event: QueueEvent = QueueEvent.STOP
stopped_by: StopBy
def get_stop_reason(self) -> str:
"""
To stop reason
"""
reason_mapping = {
QueueStopEvent.StopBy.USER_MANUAL: "Stopped by user.",
QueueStopEvent.StopBy.ANNOTATION_REPLY: "Stopped by annotation reply.",
QueueStopEvent.StopBy.OUTPUT_MODERATION: "Stopped by output moderation.",
QueueStopEvent.StopBy.INPUT_MODERATION: "Stopped by input moderation.",
}
return reason_mapping.get(self.stopped_by, "Stopped by unknown reason.")
class QueueMessage(BaseModel):
"""
QueueMessage abstract entity
"""
task_id: str
app_mode: str
event: AppQueueEvent
class MessageQueueMessage(QueueMessage):
"""
MessageQueueMessage entity
"""
message_id: str
conversation_id: str
class WorkflowQueueMessage(QueueMessage):
"""
WorkflowQueueMessage entity
"""
pass
class QueueParallelBranchRunStartedEvent(AppQueueEvent):
"""
QueueParallelBranchRunStartedEvent entity
"""
event: QueueEvent = QueueEvent.PARALLEL_BRANCH_RUN_STARTED
parallel_id: str
parallel_start_node_id: str
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
class QueueParallelBranchRunSucceededEvent(AppQueueEvent):
"""
QueueParallelBranchRunSucceededEvent entity
"""
event: QueueEvent = QueueEvent.PARALLEL_BRANCH_RUN_SUCCEEDED
parallel_id: str
parallel_start_node_id: str
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
class QueueParallelBranchRunFailedEvent(AppQueueEvent):
"""
QueueParallelBranchRunFailedEvent entity
"""
event: QueueEvent = QueueEvent.PARALLEL_BRANCH_RUN_FAILED
parallel_id: str
parallel_start_node_id: str
parent_parallel_id: Optional[str] = None
"""parent parallel id if node is in parallel"""
parent_parallel_start_node_id: Optional[str] = None
"""parent parallel start node id if node is in parallel"""
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
error: str
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