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294
agent_dhal/agentdhal_core/logging.py
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294
agent_dhal/agentdhal_core/logging.py
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import json
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from enum import Enum
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from typing import Any, Dict, List, cast
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from ._agent_id import AgentId
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from ._message_handler_context import MessageHandlerContext
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from ._topic import TopicId
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class LLMCallEvent:
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def __init__(
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self,
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*,
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messages: List[Dict[str, Any]],
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response: Dict[str, Any],
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prompt_tokens: int,
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completion_tokens: int,
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**kwargs: Any,
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) -> None:
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"""To be used by model clients to log the call to the LLM.
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Args:
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messages (List[Dict[str, Any]]): The messages used in the call. Must be json serializable.
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response (Dict[str, Any]): The response of the call. Must be json serializable.
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prompt_tokens (int): Number of tokens used in the prompt.
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completion_tokens (int): Number of tokens used in the completion.
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Example:
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.. code-block:: python
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import logging
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from agentdhal_core import EVENT_LOGGER_NAME
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from agentdhal_core.logging import LLMCallEvent
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response = {"content": "Hello, world!"}
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messages = [{"role": "user", "content": "Hello, world!"}]
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logger = logging.getLogger(EVENT_LOGGER_NAME)
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logger.info(LLMCallEvent(prompt_tokens=10, completion_tokens=20, response=response, messages=messages))
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"""
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self.kwargs = kwargs
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self.kwargs["type"] = "LLMCall"
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self.kwargs["messages"] = messages
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self.kwargs["response"] = response
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self.kwargs["prompt_tokens"] = prompt_tokens
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self.kwargs["completion_tokens"] = completion_tokens
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try:
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agent_id = MessageHandlerContext.agent_id()
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except RuntimeError:
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agent_id = None
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self.kwargs["agent_id"] = None if agent_id is None else str(agent_id)
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@property
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def prompt_tokens(self) -> int:
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return cast(int, self.kwargs["prompt_tokens"])
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@property
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def completion_tokens(self) -> int:
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return cast(int, self.kwargs["completion_tokens"])
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class LLMStreamStartEvent:
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"""To be used by model clients to log the start of a stream.
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Args:
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messages (List[Dict[str, Any]]): The messages used in the call. Must be json serializable.
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Example:
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.. code-block:: python
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import logging
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from agentdhal_core import EVENT_LOGGER_NAME
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from agentdhal_core.logging import LLMStreamStartEvent
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messages = [{"role": "user", "content": "Hello, world!"}]
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logger = logging.getLogger(EVENT_LOGGER_NAME)
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logger.info(LLMStreamStartEvent(messages=messages))
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"""
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def __init__(
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self,
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*,
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messages: List[Dict[str, Any]],
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**kwargs: Any,
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) -> None:
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self.kwargs = kwargs
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self.kwargs["type"] = "LLMStreamStart"
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self.kwargs["messages"] = messages
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try:
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agent_id = MessageHandlerContext.agent_id()
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except RuntimeError:
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agent_id = None
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self.kwargs["agent_id"] = None if agent_id is None else str(agent_id)
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class LLMStreamEndEvent:
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def __init__(
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self,
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*,
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response: Dict[str, Any],
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prompt_tokens: int,
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completion_tokens: int,
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**kwargs: Any,
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) -> None:
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"""To be used by model clients to log the end of a stream.
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Args:
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response (Dict[str, Any]): The response of the call. Must be json serializable.
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prompt_tokens (int): Number of tokens used in the prompt.
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completion_tokens (int): Number of tokens used in the completion.
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Example:
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.. code-block:: python
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import logging
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from agentdhal_core import EVENT_LOGGER_NAME
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from agentdhal_core.logging import LLMStreamEndEvent
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response = {"content": "Hello, world!"}
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logger = logging.getLogger(EVENT_LOGGER_NAME)
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logger.info(LLMStreamEndEvent(prompt_tokens=10, completion_tokens=20, response=response))
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"""
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self.kwargs = kwargs
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self.kwargs["type"] = "LLMStreamEnd"
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self.kwargs["response"] = response
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self.kwargs["prompt_tokens"] = prompt_tokens
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self.kwargs["completion_tokens"] = completion_tokens
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try:
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agent_id = MessageHandlerContext.agent_id()
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except RuntimeError:
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agent_id = None
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self.kwargs["agent_id"] = None if agent_id is None else str(agent_id)
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@property
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def prompt_tokens(self) -> int:
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return cast(int, self.kwargs["prompt_tokens"])
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@property
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def completion_tokens(self) -> int:
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return cast(int, self.kwargs["completion_tokens"])
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class ToolCallEvent:
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def __init__(
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self,
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*,
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tool_name: str,
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arguments: Dict[str, Any],
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result: str,
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) -> None:
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"""Used by subclasses of :class:`~agentdhal_core.tools.BaseTool` to log executions of tools.
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Args:
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tool_name (str): The name of the tool.
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arguments (Dict[str, Any]): The arguments of the tool. Must be json serializable.
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result (str): The result of the tool. Must be a string.
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Example:
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.. code-block:: python
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from agentdhal_core import EVENT_LOGGER_NAME
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from agentdhal_core.logging import ToolCallEvent
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logger = logging.getLogger(EVENT_LOGGER_NAME)
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logger.info(ToolCallEvent(tool_name="Tool1", call_id="123", arguments={"arg1": "value1"}))
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"""
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self.kwargs: Dict[str, Any] = {}
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self.kwargs["type"] = "ToolCall"
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self.kwargs["tool_name"] = tool_name
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self.kwargs["arguments"] = arguments
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self.kwargs["result"] = result
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try:
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agent_id = MessageHandlerContext.agent_id()
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except RuntimeError:
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agent_id = None
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self.kwargs["agent_id"] = None if agent_id is None else str(agent_id)
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class MessageKind(Enum):
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DIRECT = 1
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PUBLISH = 2
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RESPOND = 3
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class DeliveryStage(Enum):
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SEND = 1
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DELIVER = 2
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class MessageEvent:
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def __init__(
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self,
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*,
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payload: str,
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sender: AgentId | None,
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receiver: AgentId | TopicId | None,
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kind: MessageKind,
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delivery_stage: DeliveryStage,
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**kwargs: Any,
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) -> None:
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self.kwargs = kwargs
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self.kwargs["payload"] = payload
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self.kwargs["sender"] = None if sender is None else str(sender)
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self.kwargs["receiver"] = None if receiver is None else str(receiver)
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self.kwargs["kind"] = str(kind)
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self.kwargs["delivery_stage"] = str(delivery_stage)
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self.kwargs["type"] = "Message"
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class MessageDroppedEvent:
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def __init__(
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self,
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*,
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payload: str,
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sender: AgentId | None,
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receiver: AgentId | TopicId | None,
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kind: MessageKind,
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**kwargs: Any,
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) -> None:
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self.kwargs = kwargs
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self.kwargs["payload"] = payload
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self.kwargs["sender"] = None if sender is None else str(sender)
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self.kwargs["receiver"] = None if receiver is None else str(receiver)
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self.kwargs["kind"] = str(kind)
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self.kwargs["type"] = "MessageDropped"
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class MessageHandlerExceptionEvent:
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def __init__(
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self,
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*,
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payload: str,
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handling_agent: AgentId,
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exception: BaseException,
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**kwargs: Any,
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) -> None:
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self.kwargs = kwargs
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self.kwargs["payload"] = payload
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self.kwargs["handling_agent"] = str(handling_agent)
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self.kwargs["exception"] = str(exception)
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self.kwargs["type"] = "MessageHandlerException"
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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class AgentConstructionExceptionEvent:
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def __init__(
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self,
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*,
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agent_id: AgentId,
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exception: BaseException,
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**kwargs: Any,
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) -> None:
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self.kwargs = kwargs
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self.kwargs["agent_id"] = str(agent_id)
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self.kwargs["exception"] = str(exception)
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self.kwargs["type"] = "AgentConstructionException"
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# This must output the event in a json serializable format
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def __str__(self) -> str:
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return json.dumps(self.kwargs)
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