OpenHands 运行流程分析：杭州三天旅游案例

12:08:07 - openhands:INFO: manage_conversations.py:148 - Initializing new conversation 12:08:07 - openhands:INFO: manage_conversations.py:54 - Creating conversation 12:08:07 - openhands:INFO: manage_conversations.py:58 - Loading settings 12:08:07 - openhands:INFO: manage_conversations.py:61 - Settings loaded 12:08:07 - openhands:INFO: manage_conversations.py:85 - Loading conversation store 12:08:07 - openhands:INFO: manage_conversations.py:87 - Conversation store loaded 12:08:07 - openhands:INFO: manage_conversations.py:93 - New conversation ID: 740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: manage_conversations.py:103 - Saving metadata for conversation 740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: manage_conversations.py:115 - Starting agent loop for conversation 740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: standalone_conversation_manager.py:259 - maybe_start_agent_loop:740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: standalone_conversation_manager.py:262 - start_agent_loop:740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:DEBUG: stream.py:96 - No events found for session 740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: standalone_conversation_manager.py:312 - _get_event_stream:740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: standalone_conversation_manager.py:315 - found_local_agent_loop:740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:INFO: manage_conversations.py:136 - Finished initializing conversation 740715d40a3c4be385b644a20b0fdfaf 12:08:07 - openhands:DEBUG: stream.py:273 - Adding AgentStateChangedObservation id=0 from ENVIRONMENT 12:08:07 - openhands:DEBUG: llm.py:126 - LLM: model has vision enabled 12:08:07 - openhands:DEBUG: llm.py:128 - LLM: caching prompt enabled 12:08:07 - openhands:DEBUG: llm.py:130 - LLM: model supports function calling 12:08:07 - openhands:INFO: session.py:121 - Enabling default condenser: type='llm' llm_config=LLMConfig(model='anthropic/claude-3-7-sonnet-20250219', api_key=''(''), base_url=None, api_version=None, aws_access_key_id='', aws_secret_access_key='****', aws_region_name=None, openrouter_site_url='https://docs.all-hands.dev/', openrouter_app_name='OpenHands', num_retries=4, retry_multiplier=2, retry_min_wait=5, retry_max_wait=30, timeout=None, max_message_chars=30000, temperature=0.0, top_p=1.0, custom_llm_provider=None, max_input_tokens=200000, max_output_tokens=64000, input_cost_per_token=None, output_cost_per_token=None, ollama_base_url=None, drop_params=True, modify_params=True, disable_vision=None, caching_prompt=True, log_completions=False, log_completions_folder='/home/ubuntu/GitHub_Workspace/pro-agent/logs/completions', custom_tokenizer=None, native_tool_calling=None, reasoning_effort='high') keep_first=3 max_size=40 12:08:07 - openhands:DEBUG: codeact_agent.py:75 - TOOLS loaded for CodeActAgent: execute_bash, think, finish, web_read, browser, execute_ipython_cell, str_replace_editor 12:08:07 - openhands:DEBUG: llm.py:385 - Model info: { "key": "claude-3-7-sonnet-20250219", "max_tokens": 128000, "max_input_tokens": 200000, "max_output_tokens": 128000, "input_cost_per_token": 3e-06, "cache_creation_input_token_cost": 3.75e-06, "cache_read_input_token_cost": 3e-07, "input_cost_per_character": null, "input_cost_per_token_above_128k_tokens": null, "input_cost_per_query": null, "input_cost_per_second": null, "input_cost_per_audio_token": null, "input_cost_per_token_batches": null, "output_cost_per_token_batches": null, "output_cost_per_token": 1.5e-05, "output_cost_per_audio_token": null, "output_cost_per_character": null, "output_cost_per_token_above_128k_tokens": null, "output_cost_per_character_above_128k_tokens": null, "output_cost_per_second": null, "output_cost_per_image": null, "output_vector_size": null, "litellm_provider": "anthropic", "mode": "chat", "supports_system_messages": null, "supports_response_schema": true, "supports_vision": true, "supports_function_calling": true, "supports_tool_choice": true, "supports_assistant_prefill": true, "supports_prompt_caching": true, "supports_audio_input": false, "supports_audio_output": false, "supports_pdf_input": true, "supports_embedding_image_input": false, "supports_native_streaming": null, "tpm": null, "rpm": null, "supported_openai_params": [ "stream", "stop", "temperature", "top_p", "max_tokens", "max_completion_tokens", "tools", "tool_choice", "extra_headers", "parallel_tool_calls", "response_format", "user", "thinking" ] } 12:08:07 - openhands:DEBUG: llm.py:126 - LLM: model has vision enabled 12:08:07 - openhands:DEBUG: llm.py:128 - LLM: caching prompt enabled 12:08:07 - openhands:DEBUG: llm.py:130 - LLM: model supports function calling 12:08:07 - openhands:DEBUG: codeact_agent.py:86 - Using condenser: <class 'openhands.memory.condenser.impl.llm_summarizing_condenser.LLMSummarizingCondenser'> 12:08:07 - openhands:WARNING: app_config.py:99 - llm config group gpt3 not found, using default config 12:08:07 - openhands:DEBUG: agent_session.py:232 - Initializing runtime docker now... 12:08:08 - openhands:INFO: runtime_build.py:182 - Building image: ghcr.io/all-hands-ai/runtime:oh_v0.29.1_05sp9yfx3qcxs36a_glqmvuuklhkqib9w 12:08:08 - openhands:DEBUG: docker.py:254 - Checking, if image exists locally: ghcr.io/all-hands-ai/runtime:oh_v0.29.1_05sp9yfx3qcxs36a_glqmvuuklhkqib9w 12:08:08 - openhands:DEBUG: docker.py:256 - Image found locally. 12:08:08 - openhands:DEBUG: runtime_build.py:211 - Reusing Image [ghcr.io/all-hands-ai/runtime:oh_v0.29.1_05sp9yfx3qcxs36a_glqmvuuklhkqib9w] 12:08:08 - openhands:INFO: docker_runtime.py:140 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Starting runtime with image: ghcr.io/all-hands-ai/runtime:oh_v0.29.1_05sp9yfx3qcxs36a_glqmvuuklhkqib9w 12:08:08 - openhands:DEBUG: docker_runtime.py:186 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Preparing to start container... 12:08:08 - openhands:DEBUG: docker_runtime.py:244 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Workspace Base: /home/ubuntu/GitHub_Workspace/pro-agent/workspace 12:08:08 - openhands:DEBUG: docker_runtime.py:256 - Mount dir: /home/ubuntu/GitHub_Workspace/pro-agent/workspace 12:08:08 - openhands:DEBUG: docker_runtime.py:262 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Sandbox workspace: /workspace 12:08:08 - openhands:INFO: listen_socket.py:32 - sio:connect: SRJs3cbDFCDEbGmoAAAD 12:08:08 - openhands:INFO: standalone_conversation_manager.py:116 - join_conversation:740715d40a3c4be385b644a20b0fdfaf:SRJs3cbDFCDEbGmoAAAD 12:08:08 - openhands:INFO: standalone_conversation_manager.py:312 - _get_event_stream:740715d40a3c4be385b644a20b0fdfaf 12:08:08 - openhands:INFO: standalone_conversation_manager.py:315 - found_local_agent_loop:740715d40a3c4be385b644a20b0fdfaf 12:08:08 - openhands:DEBUG: docker_runtime.py:291 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Container started. Server url: http://localhost:39955 12:08:08 - openhands:INFO: docker_runtime.py:144 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Container started: openhands-runtime-740715d40a3c4be385b644a20b0fdfaf. VSCode URL: None 12:08:08 - openhands:INFO: docker_runtime.py:155 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Waiting for client to become ready at http://localhost:39955... 12:08:38 - openhands:INFO: docker_runtime.py:161 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Runtime is ready. 12:08:38 - openhands:DEBUG: base.py:141 - Adding env vars: dict_keys([]) 12:08:38 - openhands:DEBUG: base.py:183 - Added env vars to IPython 12:08:38 - openhands:DEBUG: docker_runtime.py:166 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Container initialized with plugins: ['agent_skills', 'jupyter', 'vscode']. VSCode URL: None 12:08:38 - openhands:DEBUG: agent_session.py:281 - Runtime initialized with plugins: ['agent_skills', 'jupyter', 'vscode'] 12:08:38 - openhands:DEBUG: agent_session.py:325 - --------------------------------- OpenHands Configuration --------------------------------- LLM: anthropic/claude-3-7-sonnet-20250219 Base URL: None Agent: CodeActAgent Runtime: DockerRuntime Plugins: [AgentSkillsRequirement(name='agent_skills', documentation="open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:\n Opens a file in the editor and optionally positions at a specific line.\n The function displays a limited window of content, centered around the specified line\n number if provided. To view the complete file content, the agent should use scroll_down and scroll_up\n commands iteratively.\n Args:\n path: The path to the file to open. Absolute path is recommended.\n line_number: The target line number to center the view on (if possible).\n Defaults to 1.\n context_lines: Maximum number of lines to display in the view window.\n Limited to 100 lines. Defaults to 100.\n\ngoto_line(line_number: int) -> None:\n Moves the window to show the specified line number.\n Args:\n line_number: int: The line number to move to.\n\nscroll_down() -> None:\n Moves the window down by 100 lines.\n Args:\n None\n\nscroll_up() -> None:\n Moves the window up by 100 lines.\n Args:\n None\n\nsearch_dir(search_term: str, dir_path: str = './') -> None:\n Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.\n Args:\n search_term: str: The term to search for.\n dir_path: str: The path to the directory to search.\n\nsearch_file(search_term: str, file_path: str | None = None) -> None:\n Searches for search_term in file. If file is not provided, searches in the current open file.\n Args:\n search_term: The term to search for.\n file_path: The path to the file to search.\n\nfind_file(file_name: str, dir_path: str = './') -> None:\n Finds all files with the given name in the specified directory.\n Args:\n file_name: str: The name of the file to find.\n dir_path: str: The path to the directory to search.\n\nparse_pdf(file_path: str) -> None:\n Parses the content of a PDF file and prints it.\n Args:\n file_path: str: The path to the file to open.\n\nparse_docx(file_path: str) -> None:\n Parses the content of a DOCX file and prints it.\n Args:\n file_path: str: The path to the file to open.\n\nparse_latex(file_path: str) -> None:\n Parses the content of a LaTex file and prints it.\n Args:\n file_path: str: The path to the file to open.\n\nparse_pptx(file_path: str) -> None:\n Parses the content of a pptx file and prints it.\n Args:\n file_path: str: The path to the file to open.\n\n"), JupyterRequirement(name='jupyter')]

12:08:38 - openhands:DEBUG: state.py:122 - Could not restore state from session: [Errno 2] No such file or directory: '/tmp/openhands_file_store/sessions/740715d40a3c4be385b644a20b0fdfaf/agent_state.pkl' 12:08:38 - openhands:DEBUG: agent_session.py:381 - No events found, no state to restore 12:08:38 - openhands:DEBUG: agent_controller.py:881 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] AgentController 740715d40a3c4be385b644a20b0fdfaf - created new state. start_id: 0 12:08:38 - openhands:DEBUG: microagent.py:152 - Loading agents from /home/ubuntu/GitHub_Workspace/pro-agent/microagents 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/README.md... 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/update_test_for_new_implementation.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent update_test_for_new_implementation from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/update_test_for_new_implementation.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/get_test_to_pass.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent get_test_to_pass from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/get_test_to_pass.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/add_openhands_repo_instruction.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent add_openhands_repo_instruction from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/add_openhands_repo_instruction.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/update_pr_description.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent update_pr_description from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/update_pr_description.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/address_pr_comments.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent address_pr_comments from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/tasks/address_pr_comments.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/docker.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent docker from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/docker.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/swift-linux.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent swift-linux from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/swift-linux.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/github.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent github from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/github.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/npm.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent npm from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/npm.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/kubernetes.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent kubernetes from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/kubernetes.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/add_agent.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent add_agent from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/add_agent.md 12:08:38 - openhands:DEBUG: microagent.py:155 - Checking file /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/flarglebargle.md... 12:08:38 - openhands:DEBUG: microagent.py:167 - Loaded agent flarglebargle from /home/ubuntu/GitHub_Workspace/pro-agent/microagents/knowledge/flarglebargle.md 12:08:38 - openhands:INFO: base.py:346 - [runtime 740715d40a3c4be385b644a20b0fdfaf] Selected repo: None, loading microagents from /workspace/.openhands/microagents (inside runtime) 12:08:38 - openhands:INFO: memory.py:233 - Loading user workspace microagents: [] 12:08:38 - openhands:DEBUG: stream.py:273 - Adding MessageAction id=1 from USER 12:08:38 - openhands:DEBUG: stream.py:273 - Adding ChangeAgentStateAction id=2 from ENVIRONMENT 12:08:38 - openhands:INFO: agent_session.py:161 - Agent session start 12:08:38 - openhands:DEBUG: agent_controller.py:441 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] MessageAction (source=EventSource.USER) CONTENT: 给我做一个杭州三天春游的规划，给我一个可访问的web让我看规划内容 12:08:38 - openhands:DEBUG: agent_controller.py:456 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Extended max iterations to 500 after user message 12:08:38 - openhands:DEBUG: stream.py:273 - Adding RecallAction id=3 from USER 12:08:38 - openhands:INFO: agent_controller.py:520 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Setting agent(CodeActAgent) state from AgentState.LOADING to AgentState.RUNNING 12:08:38 - openhands:DEBUG: stream.py:273 - Adding AgentStateChangedObservation id=4 from ENVIRONMENT 12:08:38 - openhands:DEBUG: memory.py:86 - Workspace context recall 12:08:38 - openhands:DEBUG: stream.py:273 - Adding RecallObservation id=5 from ENVIRONMENT 12:08:38 - openhands:INFO: agent_controller.py:520 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Setting agent(CodeActAgent) state from AgentState.RUNNING to AgentState.RUNNING 12:08:38 - openhands:DEBUG: agent_controller.py:409 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] AgentStateChangedObservation(content='', agent_state='running', observation='agent_state_changed') 12:08:38 - openhands:DEBUG: agent_controller.py:409 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] RecallObservation recall_type=RecallType.WORKSPACE_CONTEXT, repo_name=, repo_instructions=..., runtime_hosts={'http://localhost:53941': 53941, 'http://localhost:56576': 56576}, additional_agent_instructions=... 12:08:38 - openhands:INFO: agent_controller.py:696 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] LEVEL 0 LOCAL STEP 0 GLOBAL STEP 0 12:08:38 - openhands:DEBUG: codeact_agent.py:171 - Processing 3 events from a total of 3 events 12:08:38 - openhands:DEBUG: conversation_memory.py:71 - Visual browsing: False 12:08:38 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/prompt_001.log 12:09:37 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/response_001.log 12:09:37 - openhands:DEBUG: llm.py:561 - Cost: 0.10 USD | Accumulated Cost: 0.10 USD Response Latency: 58.893 seconds Input tokens: 5411 | Output tokens: 4202 Input tokens (cache write): 5407

12:09:37 - openhands:DEBUG: agent_controller.py:1171 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Action metrics - accumulated_cost: 0.09953925, tokens (prompt/completion/cache_read/cache_write): 5411/4202/0/5407 12:09:37 - openhands:DEBUG: stream.py:273 - Adding FileEditAction id=6 from AGENT 12:09:37 - openhands:DEBUG: agent_controller.py:795 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] FileEditAction Path: [/tmp/hangzhou_trip_planner.py] Thought: 我将为您创建一个杭州三天春游的规划，并通过一个网页展示给您。我会使用Python的Flask框架来创建一个简单的网页应用。

首先，让我创建一个包含杭州三天春游规划的网页应用： Command: create Created File with Text:

from flask import Flask, render_template_string
from flask_cors import CORS

app = Flask(__name__)
CORS(app)  # 启用CORS以允许跨域请求

# HTML模板
HTML_TEMPLATE = """
...//省略
"""

@app.route('/')
def index():
    return render_template_string(HTML_TEMPLATE)

if __name__ == '__main__':
    app.run(host='0.0.0.0', port=53941, debug=True)

12:09:37 - openhands:DEBUG: stream.py:273 - Adding FileEditObservation id=7 from AGENT 12:09:37 - openhands:DEBUG: agent_controller.py:409 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] File created successfully at: /tmp/hangzhou_trip_planner.py 12:09:37 - openhands:INFO: agent_controller.py:696 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] LEVEL 0 LOCAL STEP 1 GLOBAL STEP 1 12:09:37 - openhands:DEBUG: codeact_agent.py:171 - Processing 5 events from a total of 5 events 12:09:37 - openhands:DEBUG: conversation_memory.py:71 - Visual browsing: False 12:09:37 - openhands:DEBUG: conversation_memory.py:207 - Tool calls type: <class 'list'>, value: [ChatCompletionMessageToolCall(index=1, function=Function(arguments='{"command": "create", "path": "/tmp/hangzhou_trip_planner.py", "file_text": "...', name='str_replace_editor'), id='toolu_01SjNBn1Mkke6C1DJjkPcjsN', type='function')] 12:09:37 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/prompt_002.log 12:09:40 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/response_002.log 12:09:40 - openhands:DEBUG: llm.py:561 - Cost: 0.03 USD | Accumulated Cost: 0.13 USD Response Latency: 3.062 seconds Input tokens: 9639 | Output tokens: 102 Input tokens (cache hit): 5407 Input tokens (cache write): 4226

12:09:40 - openhands:DEBUG: agent_controller.py:1171 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Action metrics - accumulated_cost: 0.13123485000000001, tokens (prompt/completion/cache_read/cache_write): 9639/102/5407/4226 12:09:40 - openhands:DEBUG: stream.py:273 - Adding CmdRunAction id=8 from AGENT 12:09:40 - openhands:DEBUG: agent_controller.py:795 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] CmdRunAction (source=EventSource.AGENT, is_input=False) THOUGHT: 现在，让我安装必要的依赖并运行这个网页应用： COMMAND: pip install flask flask-cors 12:09:42 - openhands:DEBUG: stream.py:273 - Adding CmdOutputObservation id=9 from AGENT 12:09:42 - openhands:DEBUG: agent_controller.py:409 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] CmdOutputObservation (source=EventSource.AGENT, exit code=0, metadata={ "exit_code": 0, "pid": -1, "username": "openhands", "hostname": "2d4de2f65b26", "working_dir": "/workspace", "py_interpreter_path": "/openhands/poetry/openhands-ai-5O4_aCHf-py3.12/bin/python", "prefix": "", "suffix": "\n[The command completed with exit code 0.]" }) --BEGIN AGENT OBSERVATION-- Collecting flask Downloading flask-3.1.0-py3-none-any.whl.metadata (2.7 kB) Collecting flask-cors Downloading flask_cors-5.0.1-py3-none-any.whl.metadata (961 bytes) Collecting Werkzeug>=3.1 (from flask) Downloading werkzeug-3.1.3-py3-none-any.whl.metadata (3.7 kB) Requirement already satisfied: Jinja2>=3.1.2 in /openhands/poetry/openhands-ai-5O4_aCHf-py3.12/lib/python3.12/site-packages (from flask) (3.1.6) Collecting itsdangerous>=2.2 (from flask) Downloading itsdangerous-2.2.0-py3-none-any.whl.metadata (1.9 kB) Requirement already satisfied: click>=8.1.3 in /openhands/poetry/openhands-ai-5O4_aCHf-py3.12/lib/python3.12/site-packages (from flask) (8.1.8) Collecting blinker>=1.9 (from flask) Downloading blinker-1.9.0-py3-none-any.whl.metadata (1.6 kB) Requirement already satisfied: MarkupSafe>=2.0 in /openhands/poetry/openhands-ai-5O4_aCHf-py3.12/lib/python3.12/site-packages (from Jinja2>=3.1.2->flask) (3.0.2) Downloading flask-3.1.0-py3-none-any.whl (102 kB) Downloading flask_cors-5.0.1-py3-none-any.whl (11 kB) Downloading blinker-1.9.0-py3-none-any.whl (8.5 kB) Downloading itsdangerous-2.2.0-py3-none-any.whl (16 kB) Downloading werkzeug-3.1.3-py3-none-any.whl (224 kB) Installing collected packages: Werkzeug, itsdangerous, blinker, flask, flask-cors Successfully installed Werkzeug-3.1.3 blinker-1.9.0 flask-3.1.0 flask-cors-5.0.1 itsdangerous-2.2.0 [The command completed with exit code 0.] [Current working directory: /workspace] [Python interpreter: /openhands/poetry/openhands-ai-5O4_aCHf-py3.12/bin/python] [Command finished with exit code 0] --END AGENT OBSERVATION-- 12:09:42 - openhands:INFO: agent_controller.py:696 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] LEVEL 0 LOCAL STEP 2 GLOBAL STEP 2 12:09:42 - openhands:DEBUG: codeact_agent.py:171 - Processing 7 events from a total of 7 events 12:09:42 - openhands:DEBUG: conversation_memory.py:71 - Visual browsing: False 12:09:42 - openhands:DEBUG: conversation_memory.py:207 - Tool calls type: <class 'list'>, value: [ChatCompletionMessageToolCall(index=1, function=Function(arguments='{"command": "create", "path": "/tmp/hangzhou_trip_planner.py", "file_text": "...', name='str_replace_editor'), id='toolu_01SjNBn1Mkke6C1DJjkPcjsN', type='function')] 12:09:42 - openhands:DEBUG: conversation_memory.py:207 - Tool calls type: <class 'list'>, value: [ChatCompletionMessageToolCall(index=1, function=Function(arguments='{"command": "pip install flask flask-cors", "is_input": "false"}', name='execute_bash'), id='toolu_01CDVDLZbXn5Ge8adnBXCSzC', type='function')] 12:09:42 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/prompt_003.log 12:09:45 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/response_003.log 12:09:45 - openhands:DEBUG: llm.py:561 - Cost: 0.01 USD | Accumulated Cost: 0.14 USD Response Latency: 2.354 seconds Input tokens: 10457 | Output tokens: 99 Input tokens (cache hit): 9633 Input tokens (cache write): 818

12:09:45 - openhands:DEBUG: agent_controller.py:1171 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Action metrics - accumulated_cost: 0.14114925, tokens (prompt/completion/cache_read/cache_write): 10457/99/9633/818 12:09:45 - openhands:DEBUG: stream.py:273 - Adding CmdRunAction id=10 from AGENT 12:09:45 - openhands:DEBUG: agent_controller.py:795 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] CmdRunAction (source=EventSource.AGENT, is_input=False) THOUGHT: 现在让我运行这个网页应用： COMMAND: python /tmp/hangzhou_trip_planner.py 12:10:16 - openhands:DEBUG: stream.py:273 - Adding CmdOutputObservation id=11 from AGENT 12:10:16 - openhands:DEBUG: agent_controller.py:409 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] CmdOutputObservation (source=EventSource.AGENT, exit code=-1, metadata={ "exit_code": -1, "pid": -1, "username": null, "hostname": null, "working_dir": null, "py_interpreter_path": null, "prefix": "", "suffix": "\n[The command has no new output after 30 seconds. You may wait longer to see additional output by sending empty command '', send other commands to interact with the current process, or send keys to interrupt/kill the command.]" }) --BEGIN AGENT OBSERVATION--

• Serving Flask app 'hangzhou_trip_planner'
• Debug mode: on WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
• Running on all addresses (0.0.0.0)
• Running on http://127.0.0.1:53941
• Running on http://172.17.0.2:53941 Press CTRL+C to quit
• Restarting with stat
• Debugger is active!
• Debugger PIN: 996-648-230 [The command has no new output after 30 seconds. You may wait longer to see additional output by sending empty command '', send other commands to interact with the current process, or send keys to interrupt/kill the command.] --END AGENT OBSERVATION-- 12:10:16 - openhands:INFO: agent_controller.py:696 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] LEVEL 0 LOCAL STEP 3 GLOBAL STEP 3 12:10:16 - openhands:DEBUG: codeact_agent.py:171 - Processing 9 events from a total of 9 events 12:10:16 - openhands:DEBUG: conversation_memory.py:71 - Visual browsing: False 12:10:16 - openhands:DEBUG: conversation_memory.py:207 - Tool calls type: <class 'list'>, value: [ChatCompletionMessageToolCall(index=1, function=Function(arguments='{"command": "create", "path": "/tmp/hangzhou_trip_planner.py", "file_text": "...', name='str_replace_editor'), id='toolu_01SjNBn1Mkke6C1DJjkPcjsN', type='function')] 12:10:16 - openhands:DEBUG: conversation_memory.py:207 - Tool calls type: <class 'list'>, value: [ChatCompletionMessageToolCall(index=1, function=Function(arguments='{"command": "pip install flask flask-cors", "is_input": "false"}', name='execute_bash'), id='toolu_01CDVDLZbXn5Ge8adnBXCSzC', type='function')] 12:10:16 - openhands:DEBUG: conversation_memory.py:207 - Tool calls type: <class 'list'>, value: [ChatCompletionMessageToolCall(index=1, function=Function(arguments='{"command": "python /tmp/hangzhou_trip_planner.py", "is_input": "false"}', name='execute_bash'), id='toolu_01HwMwZtdS8dsFCDREbPKopu', type='function')] 12:10:16 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/prompt_004.log 12:10:24 - openhands:DEBUG: logger.py:445 - Logging to /home/ubuntu/GitHub_Workspace/pro-agent/logs/llm/25-04-11_12-07/response_004.log 12:10:24 - openhands:DEBUG: llm.py:561 - Cost: 0.01 USD | Accumulated Cost: 0.15 USD Response Latency: 8.065 seconds Input tokens: 10753 | Output tokens: 419 Input tokens (cache hit): 10451 Input tokens (cache write): 296

12:10:24 - openhands:DEBUG: agent_controller.py:1171 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Action metrics - accumulated_cost: 0.15258555000000001, tokens (prompt/completion/cache_read/cache_write): 10753/419/10451/296 12:10:24 - openhands:DEBUG: stream.py:273 - Adding MessageAction id=12 from AGENT 12:10:24 - openhands:DEBUG: agent_controller.py:795 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] MessageAction (source=EventSource.AGENT) CONTENT: 太好了！网页应用已经成功运行起来了。您现在可以通过以下链接访问杭州三天春游规划：

http://localhost:53941

这个网页包含了详细的杭州三天春游规划，内容包括：

1. 第一天：西湖精华游

   • 上午：断桥-白堤-孤山
   • 中午：湖畔午餐
   • 下午：苏堤-雷峰塔
   • 晚上：河坊街-清河坊

2. 第二天：西湖西线与灵隐寺

   • 上午：灵隐寺-飞来峰
   • 中午：素斋午餐
   • 下午：龙井村-九溪烟树
   • 晚上：西湖音乐喷泉

3. 第三天：城市文化与休闲

   • 上午：西溪湿地
   • 中午：农家午餐
   • 下午：杭州博物馆-运河
   • 晚上：宋城千古情

此外，网页还包含了春季杭州旅游小贴士、美食推荐和购物建议，帮助您更好地规划行程。

请点击上面的链接查看完整的旅游规划。如果您需要对规划内容进行任何修改或有其他问题，请随时告诉我！ 12:10:24 - openhands:INFO: agent_controller.py:520 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Setting agent(CodeActAgent) state from AgentState.RUNNING to AgentState.AWAITING_USER_INPUT 12:10:24 - openhands:DEBUG: stream.py:273 - Adding AgentStateChangedObservation id=13 from ENVIRONMENT 12:10:24 - openhands:DEBUG: agent_controller.py:409 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] AgentStateChangedObservation(content='', agent_state='awaiting_user_input', observation='agent_state_changed') 12:11:05 - openhands:DEBUG: shutdown_listener.py:26 - shutdown_signal:2 12:11:06 - openhands:INFO: listen_socket.py:81 - sio:disconnect:SRJs3cbDFCDEbGmoAAAD 12:11:06 - openhands:INFO: standalone_conversation_manager.py:334 - disconnect_from_session:SRJs3cbDFCDEbGmoAAAD:740715d40a3c4be385b644a20b0fdfaf 12:11:06 - openhands:INFO: standalone_conversation_manager.py:351 - _close_session:740715d40a3c4be385b644a20b0fdfaf 12:11:06 - openhands:INFO: standalone_conversation_manager.py:359 - removing connections: [] 12:11:06 - openhands:INFO: standalone_conversation_manager.py:371 - closing_session:740715d40a3c4be385b644a20b0fdfaf 12:11:06 - openhands:DEBUG: state.py:107 - Saving state to session 740715d40a3c4be385b644a20b0fdfaf:AgentState.AWAITING_USER_INPUT 12:11:06 - openhands:INFO: agent_controller.py:520 - [Agent Controller 740715d40a3c4be385b644a20b0fdfaf] Setting agent(CodeActAgent) state from AgentState.AWAITING_USER_INPUT to AgentState.STOPPED 12:11:06 - openhands:DEBUG: stream.py:273 - Adding AgentStateChangedObservation id=14 from ENVIRONMENT 12:11:06 - openhands:WARNING: stream.py:260 - Callback not found during unsubscribe: 740715d40a3c4be385b644a20b0fdfaf 12:11:06 - openhands:INFO: standalone_conversation_manager.py:373 - closed_session:740715d40a3c4be385b644a20b0fdfaf