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January 2, 2025 21:27
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| python main.py | |
| ----START---- | |
| INFO:autogen_core:Sending message of type GroupChatStart to group_chat_manager: {'message': TextMessage(source='user', models_usage=None, content='What pods are in the namespace openshift-lightspeed?', type='TextMessage')} | |
| INFO:autogen_core:Calling message handler for group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d with message type GroupChatStart sent by Unknown | |
| INFO:autogen_core:Publishing message of type GroupChatStart to all subscribers: {'message': TextMessage(source='user', models_usage=None, content='What pods are in the namespace openshift-lightspeed?', type='TextMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatStart to all subscribers: {'message': TextMessage(source='user', models_usage=None, content='What pods are in the namespace openshift-lightspeed?', type='TextMessage')} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatStart published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='user' models_usage=None content='What pods are in the namespace openshift-lightspeed?' type='TextMessage' | |
| INFO:autogen_core:Calling message handler for routing_agent with message type GroupChatStart published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for retrieval_agent with message type GroupChatStart published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for knowledge_agent with message type GroupChatStart published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Publishing message of type GroupChatRequestPublish to all subscribers: {} | |
| INFO:autogen_core:Calling message handler for routing_agent with message type GroupChatRequestPublish published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Resolving response with message type NoneType for recipient None from group_chat_manager: None | |
| ---------- user ---------- | |
| What pods are in the namespace openshift-lightspeed? | |
| INFO:httpx:HTTP Request: POST https://ols-test.openai.azure.com/openai/deployments/gpt-4o-mini/chat/completions?api-version=2024-02-01 "HTTP/1.1 200 OK" | |
| INFO:autogen_core.events:{"prompt_tokens": 164, "completion_tokens": 14, "type": "LLMCall"} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': ToolCallMessage(source='routing_agent', models_usage=RequestUsage(prompt_tokens=164, completion_tokens=14), content=[FunctionCall(id='call_4vYEG8LDrYAl04YsZXE9M7NN', arguments='{}', name='transfer_to_retrieval_agent')], type='ToolCallMessage')} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by routing_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='routing_agent' models_usage=RequestUsage(prompt_tokens=164, completion_tokens=14) content=[FunctionCall(id='call_4vYEG8LDrYAl04YsZXE9M7NN', arguments='{}', name='transfer_to_retrieval_agent')] type='ToolCallMessage' | |
| ---------- routing_agent ---------- | |
| [FunctionCall(id='call_4vYEG8LDrYAl04YsZXE9M7NN', arguments='{}', name='transfer_to_retrieval_agent')] | |
| [Prompt tokens: 164, Completion tokens: 14] | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': ToolCallResultMessage(source='routing_agent', models_usage=None, content=[FunctionExecutionResult(content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.', call_id='call_4vYEG8LDrYAl04YsZXE9M7NN')], type='ToolCallResultMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': HandoffMessage(source='routing_agent', models_usage=None, target='retrieval_agent', content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.', type='HandoffMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatAgentResponse to all subscribers: {'agent_response': Response(chat_message=HandoffMessage(source='routing_agent', models_usage=None, target='retrieval_agent', content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.', type='HandoffMessage'), inner_messages=[ToolCallMessage(source='routing_agent', models_usage=RequestUsage(prompt_tokens=164, completion_tokens=14), content=[FunctionCall(id='call_4vYEG8LDrYAl04YsZXE9M7NN', arguments='{}', name='transfer_to_retrieval_agent')], type='ToolCallMessage'), ToolCallResultMessage(source='routing_agent', models_usage=None, content=[FunctionExecutionResult(content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.', call_id='call_4vYEG8LDrYAl04YsZXE9M7NN')], type='ToolCallResultMessage')])} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by routing_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='routing_agent' models_usage=None content=[FunctionExecutionResult(content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.', call_id='call_4vYEG8LDrYAl04YsZXE9M7NN')] type='ToolCallResultMessage' | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by routing_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='routing_agent' models_usage=None target='retrieval_agent' content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.' type='HandoffMessage' | |
| INFO:autogen_core:Calling message handler for retrieval_agent with message type GroupChatAgentResponse published by routing_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for knowledge_agent with message type GroupChatAgentResponse published by routing_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for group_chat_manager with message type GroupChatAgentResponse published by routing_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| ---------- routing_agent ---------- | |
| [FunctionExecutionResult(content='Transferred to retrieval_agent, adopting the role of retrieval_agent immediately.', call_id='call_4vYEG8LDrYAl04YsZXE9M7NN')] | |
| ---------- routing_agent ---------- | |
| Transferred to retrieval_agent, adopting the role of retrieval_agent immediately. | |
| INFO:autogen_core:Publishing message of type GroupChatRequestPublish to all subscribers: {} | |
| INFO:autogen_core:Calling message handler for retrieval_agent with message type GroupChatRequestPublish published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:httpx:HTTP Request: POST https://ols-test.openai.azure.com/openai/deployments/gpt-4o-mini/chat/completions?api-version=2024-02-01 "HTTP/1.1 200 OK" | |
| INFO:autogen_core.events:{"prompt_tokens": 282, "completion_tokens": 20, "type": "LLMCall"} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': ToolCallMessage(source='retrieval_agent', models_usage=RequestUsage(prompt_tokens=282, completion_tokens=20), content=[FunctionCall(id='call_bjoaSd1nS0DrpCHfvhu8tFm9', arguments='{"namespace":"openshift-lightspeed"}', name='get_pod_list')], type='ToolCallMessage')} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=RequestUsage(prompt_tokens=282, completion_tokens=20) content=[FunctionCall(id='call_bjoaSd1nS0DrpCHfvhu8tFm9', arguments='{"namespace":"openshift-lightspeed"}', name='get_pod_list')] type='ToolCallMessage' | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': ToolCallResultMessage(source='retrieval_agent', models_usage=None, content=[FunctionExecutionResult(content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'", call_id='call_bjoaSd1nS0DrpCHfvhu8tFm9')], type='ToolCallResultMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': TextMessage(source='retrieval_agent', models_usage=None, content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'", type='TextMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatAgentResponse to all subscribers: {'agent_response': Response(chat_message=TextMessage(source='retrieval_agent', models_usage=None, content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'", type='TextMessage'), inner_messages=[ToolCallMessage(source='retrieval_agent', models_usage=RequestUsage(prompt_tokens=282, completion_tokens=20), content=[FunctionCall(id='call_bjoaSd1nS0DrpCHfvhu8tFm9', arguments='{"namespace":"openshift-lightspeed"}', name='get_pod_list')], type='ToolCallMessage'), ToolCallResultMessage(source='retrieval_agent', models_usage=None, content=[FunctionExecutionResult(content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'", call_id='call_bjoaSd1nS0DrpCHfvhu8tFm9')], type='ToolCallResultMessage')])} | |
| ---------- retrieval_agent ---------- | |
| [FunctionCall(id='call_bjoaSd1nS0DrpCHfvhu8tFm9', arguments='{"namespace":"openshift-lightspeed"}', name='get_pod_list')] | |
| [Prompt tokens: 282, Completion tokens: 20] | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=None content=[FunctionExecutionResult(content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'", call_id='call_bjoaSd1nS0DrpCHfvhu8tFm9')] type='ToolCallResultMessage' | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=None content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'" type='TextMessage' | |
| INFO:autogen_core:Calling message handler for routing_agent with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for knowledge_agent with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for group_chat_manager with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| ---------- retrieval_agent ---------- | |
| [FunctionExecutionResult(content="b'pod/lightspeed-app-server-76dc755b78-cndqk\\npod/lightspeed-console-plugin-859868bbf8-lmc5t\\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\\n'", call_id='call_bjoaSd1nS0DrpCHfvhu8tFm9')] | |
| ---------- retrieval_agent ---------- | |
| b'pod/lightspeed-app-server-76dc755b78-cndqk\npod/lightspeed-console-plugin-859868bbf8-lmc5t\npod/lightspeed-operator-controller-manager-59b95c5c8f-n92g4\n' | |
| INFO:autogen_core:Publishing message of type GroupChatRequestPublish to all subscribers: {} | |
| INFO:autogen_core:Calling message handler for retrieval_agent with message type GroupChatRequestPublish published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:httpx:HTTP Request: POST https://ols-test.openai.azure.com/openai/deployments/gpt-4o-mini/chat/completions?api-version=2024-02-01 "HTTP/1.1 200 OK" | |
| INFO:autogen_core.events:{"prompt_tokens": 375, "completion_tokens": 91, "type": "LLMCall"} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': TextMessage(source='retrieval_agent', models_usage=RequestUsage(prompt_tokens=375, completion_tokens=91), content='In the namespace `openshift-lightspeed`, the following pods are present:\n\n1. `lightspeed-app-server-76dc755b78-cndqk`\n2. `lightspeed-console-plugin-859868bbf8-lmc5t`\n3. `lightspeed-operator-controller-manager-59b95c5c8f-n92g4`\n\nIf you need more information about any specific pod, just let me know!', type='TextMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatAgentResponse to all subscribers: {'agent_response': Response(chat_message=TextMessage(source='retrieval_agent', models_usage=RequestUsage(prompt_tokens=375, completion_tokens=91), content='In the namespace `openshift-lightspeed`, the following pods are present:\n\n1. `lightspeed-app-server-76dc755b78-cndqk`\n2. `lightspeed-console-plugin-859868bbf8-lmc5t`\n3. `lightspeed-operator-controller-manager-59b95c5c8f-n92g4`\n\nIf you need more information about any specific pod, just let me know!', type='TextMessage'), inner_messages=[])} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=RequestUsage(prompt_tokens=375, completion_tokens=91) content='In the namespace `openshift-lightspeed`, the following pods are present:\n\n1. `lightspeed-app-server-76dc755b78-cndqk`\n2. `lightspeed-console-plugin-859868bbf8-lmc5t`\n3. `lightspeed-operator-controller-manager-59b95c5c8f-n92g4`\n\nIf you need more information about any specific pod, just let me know!' type='TextMessage' | |
| INFO:autogen_core:Calling message handler for routing_agent with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for knowledge_agent with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for group_chat_manager with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| ---------- retrieval_agent ---------- | |
| In the namespace `openshift-lightspeed`, the following pods are present: | |
| 1. `lightspeed-app-server-76dc755b78-cndqk` | |
| 2. `lightspeed-console-plugin-859868bbf8-lmc5t` | |
| 3. `lightspeed-operator-controller-manager-59b95c5c8f-n92g4` | |
| If you need more information about any specific pod, just let me know! | |
| [Prompt tokens: 375, Completion tokens: 91] | |
| INFO:autogen_core:Publishing message of type GroupChatRequestPublish to all subscribers: {} | |
| INFO:autogen_core:Calling message handler for retrieval_agent with message type GroupChatRequestPublish published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:httpx:HTTP Request: POST https://ols-test.openai.azure.com/openai/deployments/gpt-4o-mini/chat/completions?api-version=2024-02-01 "HTTP/1.1 200 OK" | |
| INFO:autogen_core.events:{"prompt_tokens": 473, "completion_tokens": 11, "type": "LLMCall"} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': ToolCallMessage(source='retrieval_agent', models_usage=RequestUsage(prompt_tokens=473, completion_tokens=11), content=[FunctionCall(id='call_c7473IS3GN0QP3o0U9BrC0CR', arguments='{}', name='transfer_to_user')], type='ToolCallMessage')} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=RequestUsage(prompt_tokens=473, completion_tokens=11) content=[FunctionCall(id='call_c7473IS3GN0QP3o0U9BrC0CR', arguments='{}', name='transfer_to_user')] type='ToolCallMessage' | |
| ---------- retrieval_agent ---------- | |
| [FunctionCall(id='call_c7473IS3GN0QP3o0U9BrC0CR', arguments='{}', name='transfer_to_user')] | |
| [Prompt tokens: 473, Completion tokens: 11] | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': ToolCallResultMessage(source='retrieval_agent', models_usage=None, content=[FunctionExecutionResult(content='Transferred to user, adopting the role of user immediately.', call_id='call_c7473IS3GN0QP3o0U9BrC0CR')], type='ToolCallResultMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatMessage to all subscribers: {'message': HandoffMessage(source='retrieval_agent', models_usage=None, target='user', content='Transferred to user, adopting the role of user immediately.', type='HandoffMessage')} | |
| INFO:autogen_core:Publishing message of type GroupChatAgentResponse to all subscribers: {'agent_response': Response(chat_message=HandoffMessage(source='retrieval_agent', models_usage=None, target='user', content='Transferred to user, adopting the role of user immediately.', type='HandoffMessage'), inner_messages=[ToolCallMessage(source='retrieval_agent', models_usage=RequestUsage(prompt_tokens=473, completion_tokens=11), content=[FunctionCall(id='call_c7473IS3GN0QP3o0U9BrC0CR', arguments='{}', name='transfer_to_user')], type='ToolCallMessage'), ToolCallResultMessage(source='retrieval_agent', models_usage=None, content=[FunctionExecutionResult(content='Transferred to user, adopting the role of user immediately.', call_id='call_c7473IS3GN0QP3o0U9BrC0CR')], type='ToolCallResultMessage')])} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=None content=[FunctionExecutionResult(content='Transferred to user, adopting the role of user immediately.', call_id='call_c7473IS3GN0QP3o0U9BrC0CR')] type='ToolCallResultMessage' | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatMessage published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='retrieval_agent' models_usage=None target='user' content='Transferred to user, adopting the role of user immediately.' type='HandoffMessage' | |
| INFO:autogen_core:Calling message handler for routing_agent with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for knowledge_agent with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_core:Calling message handler for group_chat_manager with message type GroupChatAgentResponse published by retrieval_agent/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| ---------- retrieval_agent ---------- | |
| [FunctionExecutionResult(content='Transferred to user, adopting the role of user immediately.', call_id='call_c7473IS3GN0QP3o0U9BrC0CR')] | |
| ---------- retrieval_agent ---------- | |
| Transferred to user, adopting the role of user immediately. | |
| INFO:autogen_core:Publishing message of type GroupChatTermination to all subscribers: {'message': StopMessage(source='HandoffTermination', models_usage=None, content='Handoff to user from retrieval_agent detected.', type='StopMessage')} | |
| INFO:autogen_core:Calling message handler for collect_output_messages with message type GroupChatTermination published by group_chat_manager/59a8b872-f3ae-4bef-b591-dbf0ce08f46d | |
| INFO:autogen_agentchat.events:source='HandoffTermination' models_usage=None content='Handoff to user from retrieval_agent detected.' type='StopMessage' | |
| ---------- Summary ---------- | |
| Number of messages: 11 | |
| Finish reason: Handoff to user from retrieval_agent detected. | |
| Total prompt tokens: 1294 | |
| Total completion tokens: 136 | |
| Duration: 2.44 seconds | |
| User: ^C^CTraceback (most recent call last): | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/autogen-ols/main.py", line 244, in <module> | |
| asyncio.run(assistant_run()) | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/runners.py", line 190, in run | |
| return runner.run(main) | |
| ^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/runners.py", line 118, in run | |
| return self._loop.run_until_complete(task) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/base_events.py", line 640, in run_until_complete | |
| self.run_forever() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/base_events.py", line 607, in run_forever | |
| self._run_once() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/base_events.py", line 1922, in _run_once | |
| handle._run() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/events.py", line 80, in _run | |
| self._context.run(self._callback, *self._args) | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/autogen-ols/main.py", line 228, in assistant_run | |
| user_message = input("User: ") | |
| ^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/runners.py", line 157, in _on_sigint | |
| raise KeyboardInterrupt() | |
| KeyboardInterrupt |
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