mirror of
https://github.com/hwchase17/langchain.git
synced 2025-09-27 14:26:48 +00:00
catch exceptions properly
This commit is contained in:
@@ -239,15 +239,6 @@ class ToolException(Exception):
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pass
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def convert_exception_to_tool_exception(e: Exception) -> ToolException:
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tool_e = ToolException()
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tool_e.args = e.args
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tool_e.__cause__ = e.__cause__
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tool_e.__context__ = e.__context__
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tool_e.__traceback__ = e.__traceback__
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return tool_e
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class BaseTool(RunnableSerializable[Union[str, Dict, ToolCall], Any]):
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"""Interface LangChain tools must implement."""
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@@ -552,44 +543,54 @@ class ChildTool(BaseTool):
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artifact = None
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error_to_raise: Union[Exception, KeyboardInterrupt, None] = None
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try:
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child_config = patch_config(config, callbacks=run_manager.get_child())
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context = copy_context()
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context.run(_set_config_context, child_config)
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tool_args, tool_kwargs = self._to_args_and_kwargs(tool_input)
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if signature(self._run).parameters.get("run_manager"):
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tool_kwargs["run_manager"] = run_manager
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try:
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child_config = patch_config(config, callbacks=run_manager.get_child())
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context = copy_context()
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context.run(_set_config_context, child_config)
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tool_args, tool_kwargs = self._to_args_and_kwargs(tool_input)
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if signature(self._run).parameters.get("run_manager"):
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tool_kwargs["run_manager"] = run_manager
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if config_param := _get_runnable_config_param(self._run):
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tool_kwargs[config_param] = config
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response = context.run(self._run, *tool_args, **tool_kwargs)
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if self.response_format == "content_and_artifact":
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if not isinstance(response, tuple) or len(response) != 2:
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raise ValueError(
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"Since response_format='content_and_artifact' "
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"a two-tuple of the message content and raw tool output is "
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f"expected. Instead generated response of type: "
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f"{type(response)}."
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if config_param := _get_runnable_config_param(self._run):
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tool_kwargs[config_param] = config
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response = context.run(self._run, *tool_args, **tool_kwargs)
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if self.response_format == "content_and_artifact":
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if not isinstance(response, tuple) or len(response) != 2:
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raise ValueError(
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"Since response_format='content_and_artifact' "
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"a two-tuple of the message content and raw tool output is "
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f"expected. Instead generated response of type: "
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f"{type(response)}."
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)
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content, artifact = response
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else:
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content = response
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status = "success"
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except ValidationError as e:
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if not self.handle_validation_error:
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error_to_raise = e
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else:
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content = _handle_validation_error(
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e, flag=self.handle_validation_error
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)
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content, artifact = response
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else:
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content = response
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status = "success"
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except ValidationError as e:
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if not self.handle_validation_error:
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status = "error"
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except ToolException as e:
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if not self.handle_tool_error:
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error_to_raise = e
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else:
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content = _handle_tool_error(e, flag=self.handle_tool_error)
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status = "error"
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except Exception as e:
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raise ToolException(str(e)) from e
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except KeyboardInterrupt as e:
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error_to_raise = e
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else:
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content = _handle_validation_error(e, flag=self.handle_validation_error)
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status = "error"
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except Exception as e:
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status = "error"
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except ToolException as e:
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if not self.handle_tool_error:
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error_to_raise = e
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else:
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e = convert_exception_to_tool_exception(e)
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content = _handle_tool_error(e, flag=self.handle_tool_error)
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status = "error"
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except KeyboardInterrupt as e:
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error_to_raise = e
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status = "error"
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if error_to_raise:
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run_manager.on_tool_error(error_to_raise)
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@@ -662,51 +663,61 @@ class ChildTool(BaseTool):
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artifact = None
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error_to_raise: Optional[Union[Exception, KeyboardInterrupt]] = None
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try:
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tool_args, tool_kwargs = self._to_args_and_kwargs(tool_input)
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child_config = patch_config(config, callbacks=run_manager.get_child())
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context = copy_context()
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context.run(_set_config_context, child_config)
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func_to_check = (
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self._run if self.__class__._arun is BaseTool._arun else self._arun
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)
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if signature(func_to_check).parameters.get("run_manager"):
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tool_kwargs["run_manager"] = run_manager
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if config_param := _get_runnable_config_param(func_to_check):
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tool_kwargs[config_param] = config
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try:
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tool_args, tool_kwargs = self._to_args_and_kwargs(tool_input)
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child_config = patch_config(config, callbacks=run_manager.get_child())
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context = copy_context()
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context.run(_set_config_context, child_config)
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func_to_check = (
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self._run if self.__class__._arun is BaseTool._arun else self._arun
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)
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if signature(func_to_check).parameters.get("run_manager"):
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tool_kwargs["run_manager"] = run_manager
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if config_param := _get_runnable_config_param(func_to_check):
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tool_kwargs[config_param] = config
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coro = context.run(self._arun, *tool_args, **tool_kwargs)
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if asyncio_accepts_context():
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response = await asyncio.create_task(coro, context=context) # type: ignore
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else:
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response = await coro
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if self.response_format == "content_and_artifact":
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if not isinstance(response, tuple) or len(response) != 2:
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raise ValueError(
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"Since response_format='content_and_artifact' "
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"a two-tuple of the message content and raw tool output is "
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f"expected. Instead generated response of type: "
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f"{type(response)}."
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coro = context.run(self._arun, *tool_args, **tool_kwargs)
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if asyncio_accepts_context():
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response = await asyncio.create_task(coro, context=context) # type: ignore
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else:
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response = await coro
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if self.response_format == "content_and_artifact":
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if not isinstance(response, tuple) or len(response) != 2:
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raise ValueError(
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"Since response_format='content_and_artifact' "
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"a two-tuple of the message content and raw tool output is "
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f"expected. Instead generated response of type: "
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f"{type(response)}."
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)
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content, artifact = response
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else:
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content = response
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status = "success"
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except ValidationError as e:
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if not self.handle_validation_error:
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error_to_raise = e
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else:
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content = _handle_validation_error(
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e, flag=self.handle_validation_error
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)
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content, artifact = response
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else:
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content = response
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status = "success"
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except ValidationError as e:
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if not self.handle_validation_error:
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status = "error"
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except ToolException as e:
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if not self.handle_tool_error:
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error_to_raise = e
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else:
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content = _handle_tool_error(e, flag=self.handle_tool_error)
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status = "error"
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except Exception as e:
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raise ToolException(str(e)) from e
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except KeyboardInterrupt as e:
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error_to_raise = e
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else:
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content = _handle_validation_error(e, flag=self.handle_validation_error)
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status = "error"
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except Exception as e:
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status = "error"
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except ToolException as e:
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if not self.handle_tool_error:
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error_to_raise = e
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else:
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e = convert_exception_to_tool_exception(e)
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content = _handle_tool_error(e, flag=self.handle_tool_error)
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status = "error"
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except KeyboardInterrupt as e:
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error_to_raise = e
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status = "error"
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if error_to_raise:
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await run_manager.on_tool_error(error_to_raise)
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@@ -679,7 +679,7 @@ def test_exception_handling_callable() -> None:
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def test_exception_handling_non_tool_exception() -> None:
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_tool = _FakeExceptionTool(exception=ValueError())
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with pytest.raises(ValueError):
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with pytest.raises(ToolException):
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_tool.run({})
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@@ -710,7 +710,7 @@ async def test_async_exception_handling_callable() -> None:
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async def test_async_exception_handling_non_tool_exception() -> None:
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_tool = _FakeExceptionTool(exception=ValueError())
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with pytest.raises(ValueError):
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with pytest.raises(ToolException):
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await _tool.arun({})
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@@ -806,7 +806,7 @@ def test_validation_error_handling_non_validation_error(
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return "dummy"
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_tool = _RaiseNonValidationErrorTool(handle_validation_error=handler) # type: ignore[call-arg]
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with pytest.raises(NotImplementedError):
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with pytest.raises(ToolException):
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_tool.run({})
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@@ -868,7 +868,7 @@ async def test_async_validation_error_handling_non_validation_error(
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return "dummy"
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_tool = _RaiseNonValidationErrorTool(handle_validation_error=handler) # type: ignore[call-arg]
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with pytest.raises(NotImplementedError):
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with pytest.raises(ToolException):
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await _tool.arun({})
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@@ -1408,10 +1408,8 @@ def test_tool_injected_arg_without_schema(tool_: BaseTool) -> None:
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assert tool_.invoke(
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{"name": "foo", "args": {"x": 5, "y": "bar"}, "id": "123", "type": "tool_call"}
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) == ToolMessage("bar", tool_call_id="123", name="foo")
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expected_error = (
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ValidationError if not isinstance(tool_, InjectedTool) else TypeError
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)
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with pytest.raises(expected_error):
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with pytest.raises(ToolException):
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tool_.invoke({"x": 5})
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assert convert_to_openai_function(tool_) == {
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@@ -1873,7 +1871,6 @@ def test__get_all_basemodel_annotations_v1() -> None:
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def test_tool_args_schema_pydantic_v2_with_metadata() -> None:
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from pydantic import BaseModel as BaseModelV2 # pydantic: ignore
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from pydantic import Field as FieldV2 # pydantic: ignore
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from pydantic import ValidationError as ValidationErrorV2 # pydantic: ignore
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class Foo(BaseModelV2):
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x: List[int] = FieldV2(
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@@ -1903,7 +1900,7 @@ def test_tool_args_schema_pydantic_v2_with_metadata() -> None:
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}
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assert foo.invoke({"x": [0] * 10})
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with pytest.raises(ValidationErrorV2):
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with pytest.raises(ToolException):
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foo.invoke({"x": [0] * 9})
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