Closed Volko76 closed 3 months ago
I'm having the same problem. My guess is that the the coding agent did not setup a virtual environment.
I've noticed that installing packages like pandas and scikit-learn with OpenDevin 0.5.2 is hitting some snags due to path issues. It looks like when we use pip, the packages go into the user’s local site-packages directory, but they might not be in the Python path.
THOUGHT:It seems we're still encountering an issue with importing `pandas`. This could be due to the environment path not including the user site-packages directory where `pandas` is installed. To resolve this, I will try to modify the Python path to include the user site-packages directory and then attempt to import `pandas` again.
CODE:
import sys
sys.path.append('/home/opendevin/.local/lib/python3.10/site-packages')
# Now, let's try importing pandas again
import pandas as pd
Per discussion in #1707, we're having trouble reproducing this. If we can create a test that fails constantly due to this error, it'd be easier to fix and regression test. Any contributions of such a test are welcome!
I can reproduce similar results when trying to analyze any csv file with Python libraries like Pandas, NumPy, or Matplotlib. The pip install keeps looping or the agent encounters an error.
OK, thanks @steventangbc , we'll make this high priority.
Duplicate of #1616
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Is there an existing issue for the same bug?
Describe the bug
The agent just cannot manage to install numpy library. It just repeat that numpy installation is unsuccessfull
Current Version
Installation and Configuration
Model and Agent
CodeActAgent
Reproduction Steps
Ask him to create a python file that require numpy (for exemple a game of life)
Logs, Errors, Screenshots, and Additional Context
for x in range(max(0, i-1), min(rows, i+2)): for y in range(max(0, j-1), min(cols, j+2)): if (x, y) != (i, j): live_neighbors += board[x, y] if board[i, j] == 1: new_board[i, j] = 1 if live_neighbors in [2, 3] else 0 else: new_board[i, j] = 1 if live_neighbors == 3 else 0 return new_board
def visualize(board): plt.imshow(board, cmap='gray') plt.show()
def main(): board = np.random.randint(0, 2, size=(20, 20)) for _ in range(100): board = game_of_life(board) visualize(board)
if name == 'main': main() 16:18:23 - OBSERVATION IPythonRunCellObservation(content="---------------------------------------------------------------------------\r\nModuleNotFoundError Traceback (most recent call last)\r\nCell In[1], line 1\r\n----> 1 import numpy as np\r\n 2 import matplotlib.pyplot as plt\r\n 4 def game_of_life(board):\r\n\r\nModuleNotFoundError: No module named 'numpy'", code="import numpy as np\nimport matplotlib.pyplot as plt\n\ndef game_of_life(board):\n rows, cols = board.shape\n new_board = np.zeros((rows, cols))\n for i in range(rows):\n for j in range(cols):\n live_neighbors = 0\n for x in range(max(0, i-1), min(rows, i+2)):\n for y in range(max(0, j-1), min(cols, j+2)):\n if (x, y) != (i, j):\n live_neighbors += board[x, y]\n if board[i, j] == 1:\n new_board[i, j] = 1 if live_neighbors in [2, 3] else 0\n else:\n new_board[i, j] = 1 if live_neighbors == 3 else 0\n return newboard\n\ndef visualize(board):\n plt.imshow(board, cmap='gray')\n plt.show()\n\ndef main():\n board = np.random.randint(0, 2, size=(20, 20))\n for in range(100):\n board = game_of_life(board)\n visualize(board)\n\nif name == 'main':\n main()", observation='run_ipython')
============== STEP 3
16:18:27 - ACTION CmdRunAction THOUGHT:It seems that the NumPy module is still not installed. Let me install it for you again: COMMAND: pip install numpy 16:18:28 - OBSERVATION CmdOutputObservation(content="\x1b[33mWARNING: The directory '/home/opendevin/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.\x1b[0m\x1b[33m\r\n\x1b[0mDefaulting to user installation because normal site-packages is not writeable\r\nRequirement already satisfied: numpy in /home/opendevin/.local/lib/python3.10/site-packages (1.26.4)", command_id=-1, command='pip install numpy', exit_code=0, observation='run')
============== STEP 4
16:18:36 - ACTION IPythonRunCellAction THOUGHT:It seems that the installation of NumPy was successful. Now that NumPy is installed, let's go back to the Game of Life code. I'll run the code again: CODE: import numpy as np import matplotlib.pyplot as plt
def game_of_life(board): rows, cols = board.shape new_board = np.zeros((rows, cols)) for i in range(rows): for j in range(cols): live_neighbors = 0 for x in range(max(0, i-1), min(rows, i+2)): for y in range(max(0, j-1), min(cols, j+2)): if (x, y) != (i, j): live_neighbors += board[x, y] if board[i, j] == 1: new_board[i, j] = 1 if live_neighbors in [2, 3] else 0 else: new_board[i, j] = 1 if live_neighbors == 3 else 0 return new_board
def visualize(board): plt.imshow(board, cmap='gray') plt.show()
def main(): board = np.random.randint(0, 2, size=(20, 20)) for _ in range(100): board = game_of_life(board) visualize(board)
if name == 'main': main() 16:18:37 - OBSERVATION IPythonRunCellObservation(content="---------------------------------------------------------------------------\r\nModuleNotFoundError Traceback (most recent call last)\r\nCell In[1], line 1\r\n----> 1 import numpy as np\r\n 2 import matplotlib.pyplot as plt\r\n 4 def game_of_life(board):\r\n\r\nModuleNotFoundError: No module named 'numpy'", code="import numpy as np\nimport matplotlib.pyplot as plt\n\ndef game_of_life(board):\n rows, cols = board.shape\n new_board = np.zeros((rows, cols))\n for i in range(rows):\n for j in range(cols):\n live_neighbors = 0\n for x in range(max(0, i-1), min(rows, i+2)):\n for y in range(max(0, j-1), min(cols, j+2)):\n if (x, y) != (i, j):\n live_neighbors += board[x, y]\n if board[i, j] == 1:\n new_board[i, j] = 1 if live_neighbors in [2, 3] else 0\n else:\n new_board[i, j] = 1 if live_neighbors == 3 else 0\n return newboard\n\ndef visualize(board):\n plt.imshow(board, cmap='gray')\n plt.show()\n\ndef main():\n board = np.random.randint(0, 2, size=(20, 20))\n for in range(100):\n board = game_of_life(board)\n visualize(board)\n\nif name == 'main':\n main()", observation='run_ipython')
============== STEP 5
16:18:40 - ACTION IPythonRunCellAction THOUGHT:It seems that the NumPy module is still not recognized. Let me try to import it again: CODE: import numpy as np 16:18:40 - OBSERVATION IPythonRunCellObservation(content="---------------------------------------------------------------------------\r\nModuleNotFoundError Traceback (most recent call last)\r\nCell In[1], line 1\r\n----> 1 import numpy as np\r\n\r\nModuleNotFoundError: No module named 'numpy'", code='import numpy as np', observation='run_ipython')
============== STEP 6
16:18:44 - ACTION CmdRunAction THOUGHT:It seems that the NumPy module is still not recognized. Let me try to install it again: COMMAND: pip install numpy 16:18:45 - OBSERVATION CmdOutputObservation(content="\x1b[33mWARNING: The directory '/home/opendevin/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.\x1b[0m\x1b[33m\r\n\x1b[0mDefaulting to user installation because normal site-packages is not writeable\r\nRequirement already satisfied: numpy in /home/opendevin/.local/lib/python3.10/site-packages (1.26.4)", command_id=-1, command='pip install numpy', exit_code=0, observation='run')