[Bug]: Autogen Studio: [Errno 2] No such file or directory: 'python', where only python3 and pip3 are available
#3055
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robinmanuelthiel
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python3 and pip3 are availablepython3 and pip3 are available
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Describe the bug
When running Autogen Studio, on macOS, where usually Python is only available as
python3locally in the command line, Function Calling does not work, as when an Agent is trying to execute Python code, the following error occurs: FileNotFoundError: [Errno 2] No such file or directory: 'python'This make sense, as
pythonis not available in the$PATHof this machine, onlypython3. Same forpipandpip3.Steps to reproduce
autogenstudio ui --port 8081Model Used
gpt-4-1106-preview
Expected Behavior
Code should be executed or path to
pythonandpipshould be configurable.Screenshots and logs
2024-07-01 15:16:35.243 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** user_proxy (to default_assistant): Plot a chart of NVDA and TESLA stock price for 2023. Save the result to a file named nvda_tesla.png -------------------------------------------------------------------------------- 2024-07-01 15:16:35.244 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf 2024-07-01 15:16:47.488 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** default_assistant (to user_proxy): 2024-07-01 15:16:47.489 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf To plot a chart of NVDA (NVIDIA Corporation) and TESLA stock prices for 2023, we will need to perform the following steps: 1. Collect stock price data for NVDA and TESLA for the year 2023. 2. Plot the data on a chart. 3. Save the chart to a file named `nvda_tesla.png`. For step 1, we can use a financial data provider like Yahoo Finance. We can access this data using the `yfinance` Python package. If `yfinance` is not installed, we will need to install it using pip. For step 2 and 3, we will use the `matplotlib` library to plot the chart and save it to a file. If `matplotlib` is not installed, we will also need to install it using pip. Let's start by installing the required packages using shell script: ```sh # Install the required Python packages pip install yfinance --quiet pip install matplotlib --quiet ``` After installing the necessary packages, we will write a Python script to fetch the stock data, plot the chart, and save it to a file. Please execute the shell script above to install the required packages before running the Python script that I will provide next. -------------------------------------------------------------------------------- >>>>>>>> EXECUTING CODE BLOCK (inferred language is sh)... user_proxy (to default_assistant): 2024-07-01 15:16:47.522 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** 2024-07-01 15:16:47.522 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf exitcode: 127 (execution failed) Code output: /Users/robinmanuelthiel/.autogenstudio/files/user/198fb9b77fb10d10bae092eea5789295/None/20240701_15-16-34/Install the required Python packages: line 2: pip: command not found /Users/robinmanuelthiel/.autogenstudio/files/user/198fb9b77fb10d10bae092eea5789295/None/20240701_15-16-34/Install the required Python packages: line 3: pip: command not found -------------------------------------------------------------------------------- default_assistant (to user_proxy): 2024-07-01 15:16:54.581 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** It seems that the `pip` command is not found in your environment, which could indicate that Python is not installed or `pip` is not in your PATH. To resolve this, we can try using `python -m pip` instead, which should work if Python is installed and accessible. Let's try installing the required packages using the `python -m pip` command: ```sh # Install the required Python packages using python -m pip python -m pip install yfinance --quiet python -m pip install matplotlib --quiet ``` Please run the above shell script to install the necessary Python packages. If Python is not installed or if you encounter any further issues, please ensure that Python and pip are correctly installed on your system. 2024-07-01 15:16:54.582 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf -------------------------------------------------------------------------------- >>>>>>>> EXECUTING CODE BLOCK (inferred language is sh)... user_proxy (to default_assistant): 2024-07-01 15:16:54.617 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** 2024-07-01 15:16:54.617 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf exitcode: 127 (execution failed) Code output: /Users/robinmanuelthiel/.autogenstudio/files/user/198fb9b77fb10d10bae092eea5789295/None/20240701_15-16-34/Install the required Python packages using python -m pip: line 2: python: command not found /Users/robinmanuelthiel/.autogenstudio/files/user/198fb9b77fb10d10bae092eea5789295/None/20240701_15-16-34/Install the required Python packages using python -m pip: line 3: python: command not found -------------------------------------------------------------------------------- 2024-07-01 15:17:00.044 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** default_assistant (to user_proxy): 2024-07-01 15:17:00.044 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf It appears that the `python` command is not recognized in your environment. This could mean that Python is not installed, or it might be installed under a different name such as `python3`. Let's try using `python3 -m pip` to install the packages: ```sh # Install the required Python packages using python3 -m pip python3 -m pip install yfinance --quiet python3 -m pip install matplotlib --quiet ``` Please run the above shell script to attempt the installation of the necessary Python packages. If this still does not work, it may be necessary to verify that Python is correctly installed on your system and accessible from the command line. -------------------------------------------------------------------------------- >>>>>>>> EXECUTING CODE BLOCK (inferred language is sh)... user_proxy (to default_assistant): 2024-07-01 15:17:03.460 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** 2024-07-01 15:17:03.460 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf exitcode: 1 (execution failed) Code output: error: externally-managed-environment × This environment is externally managed ╰─> To install Python packages system-wide, try brew install xyz, where xyz is the package you are trying to install. If you wish to install a Python library that isn't in Homebrew, use a virtual environment: python3 -m venv path/to/venv source path/to/venv/bin/activate python3 -m pip install xyz If you wish to install a Python application that isn't in Homebrew, it may be easiest to use 'pipx install xyz', which will manage a virtual environment for you. You can install pipx with brew install pipx You may restore the old behavior of pip by passing the '--break-system-packages' flag to pip, or by adding 'break-system-packages = true' to your pip.conf file. The latter will permanently disable this error. If you disable this error, we STRONGLY recommend that you additionally pass the '--user' flag to pip, or set 'user = true' in your pip.conf file. Failure to do this can result in a broken Homebrew installation. Read more about this behavior here: note: If you believe this is a mistake, please contact your Python installation or OS distribution provider. You can override this, at the risk of breaking your Python installation or OS, by passing --break-system-packages. hint: See PEP 668 for the detailed specification. [notice] A new release of pip is available: 24.0 -> 24.1.1 [notice] To update, run: python3.12 -m pip install --upgrade pip error: externally-managed-environment × This environment is externally managed ╰─> To install Python packages system-wide, try brew install xyz, where xyz is the package you are trying to install. If you wish to install a Python library that isn't in Homebrew, use a virtual environment: python3 -m venv path/to/venv source path/to/venv/bin/activate python3 -m pip install xyz If you wish to install a Python application that isn't in Homebrew, it may be easiest to use 'pipx install xyz', which will manage a virtual environment for you. You can install pipx with brew install pipx You may restore the old behavior of pip by passing the '--break-system-packages' flag to pip, or by adding 'break-system-packages = true' to your pip.conf file. The latter will permanently disable this error. If you disable this error, we STRONGLY recommend that you additionally pass the '--user' flag to pip, or set 'user = true' in your pip.conf file. Failure to do this can result in a broken Homebrew installation. Read more about this behavior here: note: If you believe this is a mistake, please contact your Python installation or OS distribution provider. You can override this, at the risk of breaking your Python installation or OS, by passing --break-system-packages. hint: See PEP 668 for the detailed specification. [notice] A new release of pip is available: 24.0 -> 24.1.1 [notice] To update, run: python3.12 -m pip install --upgrade pip -------------------------------------------------------------------------------- default_assistant (to user_proxy): 2024-07-01 15:17:24.982 | INFO | autogenstudio.web.app:message_handler:38 - ** Processing Agent Message on Queue: Active Connections: ['6c348afa-edfa-494b-ae5c-2ec8e62ddacf'] ** 2024-07-01 15:17:24.982 | INFO | autogenstudio.web.app:message_handler:45 - Sending message to connection_id: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf. Connection ID: 6c348afa-edfa-494b-ae5c-2ec8e62ddacf The error message indicates that the environment is externally managed and suggests using Homebrew to install system-wide Python packages or using a virtual environment for Python libraries that are not available in Homebrew. Since we cannot proceed with the installation of the required packages in the current environment, I will provide you with a Python script that assumes the necessary packages (`yfinance` and `matplotlib`) are already installed. You can run this script in an environment where you have the required permissions to install packages or where the packages are already available. Here is the Python script that fetches the stock data for NVDA and TESLA for the year 2023, plots the chart, and saves it to a file named `nvda_tesla.png`: ```python # filename: plot_stocks.py import yfinance as yf import matplotlib.pyplot as plt # Define the ticker symbols for NVIDIA and Tesla nvda_ticker = 'NVDA' tesla_ticker = 'TSLA' # Define the start and end dates for the year 2023 start_date = '2023-01-01' end_date = '2023-12-31' # Fetch the historical data for both stocks nvda_data = yf.download(nvda_ticker, start=start_date, end=end_date) tesla_data = yf.download(tesla_ticker, start=start_date, end=end_date) # Plot the closing prices of both stocks plt.figure(figsize=(14, 7)) plt.plot(nvda_data['Close'], label='NVDA') plt.plot(tesla_data['Close'], label='TESLA') # Add title and labels to the plot plt.title('NVDA and TESLA Stock Prices for 2023') plt.xlabel('Date') plt.ylabel('Price (USD)') # Add a legend to the plot plt.legend() # Save the plot to a file plt.savefig('nvda_tesla.png') print('The chart has been saved as nvda_tesla.png') # Show the plot plt.show() ``` Please save the above script to a file named `plot_stocks.py` and run it in an environment where the necessary Python packages are installed. If you are unable to run this script due to the environment restrictions, you may need to set up a proper Python environment with the required permissions first. -------------------------------------------------------------------------------- >>>>>>>> EXECUTING CODE BLOCK (inferred language is python)... Traceback (most recent call last): File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/web/app.py", line 453, in run_session_workflow agent_response: Message = managers["chat"].chat( ^^^^^^^^^^^^^^^^^^^^^^ File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/chatmanager.py", line 79, in chat result_message: Message = workflow_manager.run(message=f"{message_text}", clear_history=False, history=history) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 400, in run self._run_workflow(message=message, history=history, File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 104, in _run_workflow self.sender.initiate_chat( File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 1018, in initiate_chat self.send(msg2send, recipient, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 820, in receive self.send(reply, sender, silent=silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 655, in send recipient.receive(message, self, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogenstudio/workflowmanager.py", line 679, in receive super().receive(message, sender, request_reply, silent) File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 818, in receive reply = self.generate_reply(messages=self.chat_messages[sender], sender=sender) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 1972, in generate_reply final, reply = reply_func(self, messages=messages, sender=sender, config=reply_func_tuple["config"]) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py", line 1470, in _generate_code_execution_reply_using_executor code_result = self._code_executor.execute_code_blocks(code_blocks) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/coding/local_commandline_code_executor.py", line 246, in execute_code_blocks return self._execute_code_dont_check_setup(code_blocks) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/robinmanuelthiel/.local/pipx/venvs/autogenstudio/lib/python3.12/site-packages/autogen/coding/local_commandline_code_executor.py", line 304, in _execute_code_dont_check_setup result = subprocess.run( ^^^^^^^^^^^^^^^ File "/opt/homebrew/Cellar/python@3.12/3.12.3/Frameworks/Python.framework/Versions/3.12/lib/python3.12/subprocess.py", line 548, in run with Popen(*popenargs, **kwargs) as process: ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/homebrew/Cellar/python@3.12/3.12.3/Frameworks/Python.framework/Versions/3.12/lib/python3.12/subprocess.py", line 1026, in __init__ self._execute_child(args, executable, preexec_fn, close_fds, File "/opt/homebrew/Cellar/python@3.12/3.12.3/Frameworks/Python.framework/Versions/3.12/lib/python3.12/subprocess.py", line 1955, in _execute_child raise child_exception_type(errno_num, err_msg, err_filename) FileNotFoundError: [Errno 2] No such file or directory: 'python'The text was updated successfully, but these errors were encountered: