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