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Auto restarted Jupyter kernel (#1808)

Browse Source 
Co-authored-by: Yufan Song <33971064+yufansong@users.noreply.github.com>
Co-authored-by: Xingyao Wang <xingyao6@illinois.edu>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk>
This commit is contained in:
மனோஜ்குமார் பழனிச்சாமி
2024-05-18 08:40:31 +05:30
committed by GitHub
parent 171764469d
commit b0b44ed467
20 changed files with 931 additions and 102 deletions
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8
agenthub/codeact_agent/codeact_agent.py
View File

@@ -87,7 +87,7 @@ def swe_agent_edit_hack(bash_command: str) -> str:
class CodeActAgent(Agent):
VERSION = '1.3'
VERSION = '1.4'
"""
The Code Act Agent is a minimalist agent.
The agent works by passing the model a list of action-observation pairs and prompting the model to take the next step.
@@ -157,7 +157,7 @@ class CodeActAgent(Agent):
{'role': 'system', 'content': self.system_message},
{
'role': 'user',
'content': f"Here is an example of how you can interact with the environment for task solving:\n{EXAMPLES}\n\nNOW, LET'S START!",
'content': f"Here is an example of how you can interact with the environment for task solving:\n{EXAMPLES}\n\nNOW, LET'S START!\n",
},
]
self.cost_accumulator = 0
@@ -240,7 +240,7 @@ class CodeActAgent(Agent):
thought = action_str.replace(finish_command.group(0), '').strip()
return AgentFinishAction(thought=thought)
if bash_command := re.search(
r'<execute_bash>(.*)</execute_bash>', action_str, re.DOTALL
r'<execute_bash>(.*?)</execute_bash>', action_str, re.DOTALL
):
# remove the command from the action string to get thought
thought = action_str.replace(bash_command.group(0), '').strip()
@@ -252,7 +252,7 @@ class CodeActAgent(Agent):
return AgentFinishAction()
return CmdRunAction(command=command_group, thought=thought)
elif python_code := re.search(
r'<execute_ipython>(.*)</execute_ipython>', action_str, re.DOTALL
r'<execute_ipython>(.*?)</execute_ipython>', action_str, re.DOTALL
):
# a code block was found
code_group = python_code.group(1).strip()

10
agenthub/codeact_agent/prompt.py
View File

@@ -37,13 +37,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>"""
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them."""
GITHUB_MESSAGE = """To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
@@ -51,7 +45,7 @@ For instance, to push a local branch `my_branch` to the github repo `owner/repo`
If you require access to GitHub but $GITHUB_TOKEN is not set, ask the user to set it for you."""
SYSTEM_SUFFIX = """The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
"""

19
opendevin/runtime/plugins/jupyter/execute_cli
View File

@@ -11,20 +11,17 @@ code = sys.stdin.read()
# Set the default kernel ID
kernel_id = 'default'
# try 5 times until success
PORT = os.environ.get('JUPYTER_EXEC_SERVER_PORT')
POST_URL = f'http://localhost:{PORT}/execute'
for i in range(5):
for i in range(10):
try:
response = requests.post(POST_URL, json={'kernel_id': kernel_id, 'code': code})
if '500: Internal Server Error' not in response.text:
print(response.text)
break
except requests.exceptions.ConnectionError:
time.sleep(1)
continue
# if "500: Internal Server Error" is not in the response, break the loop
if '500: Internal Server Error' not in response.text:
break
time.sleep(1)
# Print the response
print(str(response.text))
pass
time.sleep(2)
else:
print('Failed to connect to the Jupyter server')

29
opendevin/runtime/server/runtime.py
View File

@@ -44,7 +44,31 @@ class ServerRuntime(Runtime):
obs = self._run_command(
('cat /tmp/opendevin_jupyter_temp.py | execute_cli'), background=False
)
return IPythonRunCellObservation(content=obs.content, code=action.code)
output = obs.content
if 'pip install' in action.code and 'Successfully installed' in output:
print(output)
restart_kernel = 'import IPython\nIPython.Application.instance().kernel.do_shutdown(True)'
if (
'Note: you may need to restart the kernel to use updated packages.'
in output
):
obs = self._run_command(
(
'cat > /tmp/opendevin_jupyter_temp.py <<EOL\n'
f'{restart_kernel}\n'
'EOL'
),
background=False,
)
obs = self._run_command(
('cat /tmp/opendevin_jupyter_temp.py | execute_cli'),
background=False,
)
output = 'Package installed successfully'
if "{'status': 'ok', 'restart': True}" != obs.content.strip():
print(obs.content)
output += '\n But failed to restart the kernel'
return IPythonRunCellObservation(content=output, code=action.code)
async def read(self, action: FileReadAction) -> Observation:
working_dir = self.sandbox.get_working_directory()
@@ -74,6 +98,9 @@ class ServerRuntime(Runtime):
def _run_immediately(self, command: str) -> Observation:
try:
exit_code, output = self.sandbox.execute(command)
if 'pip install' in command and 'Successfully installed' in output:
print(output)
output = 'Package installed successfully'
return CmdOutputObservation(
command_id=-1, content=str(output), command=command, exit_code=exit_code
)

12
tests/integration/conftest.py
View File

@@ -79,6 +79,18 @@ def get_mock_response(test_name: str, messages: str):
# Read the response file and return its content
with open(resp_file_path, 'r') as resp_file:
return resp_file.read()
else:
# print the mismatched lines
print('File path', file_path)
print('---' * 10)
print(messages)
print('---' * 10)
for i, (c1, c2) in enumerate(zip(file_content, prompt)):
if c1 != c2:
print(
f'Mismatch at index {i}: {c1[max(0,i-100):i+100]} vs {c2[max(0,i-100):i+100]}'
)
break
def mock_user_response(*args, test_name, **kwargs):

10
tests/integration/mock/CodeActAgent/test_edits/prompt_001.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.

16
tests/integration/mock/CodeActAgent/test_edits/prompt_002.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
@@ -254,9 +248,9 @@ cat bad.txt
----------
OBSERVATION:
This is a stupid typoo.
Really?
No mor typos!
This is a stupid typoo.
Really?
No mor typos!
Enjoy!
[Command -1 finished with exit code 0]]

48
tests/integration/mock/CodeActAgent/test_edits/prompt_003.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
@@ -254,9 +248,9 @@ cat bad.txt
----------
OBSERVATION:
This is a stupid typoo.
Really?
No mor typos!
This is a stupid typoo.
Really?
No mor typos!
Enjoy!
[Command -1 finished with exit code 0]]
@@ -283,22 +277,22 @@ end_of_edit
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total)]
1:This is a stupid typoo.
2:Really?
3:No mor typos!
4:Enjoy!
> > [File: /workspace/bad.txt (4 lines total)]
1:This is a stupid typo.
2:Really?
3:No mor typos!
4:Enjoy!
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
> > [File: /workspace/bad.txt (4 lines total)]
1:This is a stupid typo.
2:Really?
3:No more typos!
4:Enjoy!
[File: /workspace/bad.txt (4 lines total)]
1:This is a stupid typoo.
2:Really?
3:No mor typos!
4:Enjoy!
> > [File: /workspace/bad.txt (4 lines total)]
1:This is a stupid typo.
2:Really?
3:No mor typos!
4:Enjoy!
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
> > [File: /workspace/bad.txt (4 lines total)]
1:This is a stupid typo.
2:Really?
3:No more typos!
4:Enjoy!
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
[Command -1 finished with exit code 0]]

10
tests/integration/mock/CodeActAgent/test_ipython/prompt_001.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.

10
tests/integration/mock/CodeActAgent/test_ipython/prompt_002.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.

239
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_001.log Normal file
View File

@@ -0,0 +1,239 @@
----------
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
<execute_ipython>
print("Hello World!")
</execute_ipython>
The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If you require access to GitHub but $GITHUB_TOKEN is not set, ask the user to set it for you.
Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
open <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
goto <line_number> - moves the window to show <line_number>
scroll_down - moves the window down {WINDOW} lines
scroll_up - moves the window down {WINDOW} lines
create <filename> - creates and opens a new file with the given name
search_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory
search_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file
find_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory
edit <start_line>:<end_line>
<replacement_text>
end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Can you create a list of numbers from 1 to 10, and create a web page to display them at port 5000?
ASSISTANT:
Sure! Let me write the Python code for starting a web server and save it to a file `app.py`:
<execute_ipython>
CODE='''
from flask import Flask
app = Flask(__name__)
@app.route('/')
def index():
numbers = list(range(1, 11))
return str(numbers)
if __name__ == '__main__':
app.run(port=5000)
'''
with open('app.py', 'w') as f:
f.write(CODE)
</execute_ipython>
USER:
Observation:
[Code executed successfully with no output]
ASSISTANT:
I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 121[1]+ Exit 1 python3 app.py > server.log 2>&1
ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
<execute_bash>
cat server.log
</execute_bash>
USER:
Observation:
Traceback (most recent call last):
File "/workspace/app.py", line 2, in <module>
from flask import Flask
ModuleNotFoundError: No module named 'flask'
ASSISTANT:
It seems that Flask is not installed. Let me install Flask for you:
<execute_bash>
pip install flask
</execute_bash>
USER:
Observation:
Defaulting to user installation because normal site-packages is not writeable
Collecting flask
Using cached flask-3.0.3-py3-none-any.whl (101 kB)
Collecting blinker>=1.6.2
Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
Collecting Werkzeug>=3.0.0
Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
Collecting click>=8.1.3
Using cached click-8.1.7-py3-none-any.whl (97 kB)
Collecting itsdangerous>=2.1.2
Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
ASSISTANT:
Now that Flask is installed, let me run the Python file again:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 124
ASSISTANT:
Let me check the server log again:
<execute_bash>
cat server.log
</execute_bash>
USER:
Observation:
* Serving Flask app 'app'
* Debug mode: off
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on http://127.0.0.1:5000
Press CTRL+C to quit
ASSISTANT:
The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
USER: Now browse the newly started server's homepage and show me the content.
ASSISTANT:
Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
<execute_browse>
goto("http://127.0.0.1:5000")
</execute_browse>
USER:
Observation:
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
ASSISTANT:
The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
USER: Now kill the server, make it display the numbers in a table format.
ASSISTANT:
Sure! Let me stop the server first:
<execute_bash>
kill 124
</execute_bash>
USER:
Observation:
[1]+ Terminated python3 app.py > server.log 2>&1
ASSISTANT:
The server has been stopped. Let me open the Python file and modify it.
<execute_bash>
open app.py
</execute_bash>
USER:
[File: /workspace/app.py (11 lines total)]
1:
2:from flask import Flask
3:app = Flask(__name__)
4:
5:@app.route('/')
6:def index():
7: numbers = list(range(1, 11))
8: return str(numbers)
9:
10:if __name__ == '__main__':
11: app.run(port=5000)
ASSISTANT:
I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
<execute_bash>
edit 8:8
return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
end_of_edit
</execute_bash>
USER:
Observation:
[File: /workspace/app.py (11 lines total)]
1:
2:from flask import Flask
3:app = Flask(__name__)
4:
5:@app.route('/')
6:def index():
7: numbers = list(range(1, 11))
8: return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
9:
10:if __name__ == '__main__':
11: app.run(port=5000)
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
ASSISTANT:
The file has been updated. Let me run the Python file again with the new changes:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 126
ASSISTANT:
The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Free free to let me know if you have any further requests!
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.

260
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_002.log Normal file
View File

@@ -0,0 +1,260 @@
----------
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
<execute_ipython>
print("Hello World!")
</execute_ipython>
The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If you require access to GitHub but $GITHUB_TOKEN is not set, ask the user to set it for you.
Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
open <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
goto <line_number> - moves the window to show <line_number>
scroll_down - moves the window down {WINDOW} lines
scroll_up - moves the window down {WINDOW} lines
create <filename> - creates and opens a new file with the given name
search_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory
search_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file
find_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory
edit <start_line>:<end_line>
<replacement_text>
end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Can you create a list of numbers from 1 to 10, and create a web page to display them at port 5000?
ASSISTANT:
Sure! Let me write the Python code for starting a web server and save it to a file `app.py`:
<execute_ipython>
CODE='''
from flask import Flask
app = Flask(__name__)
@app.route('/')
def index():
numbers = list(range(1, 11))
return str(numbers)
if __name__ == '__main__':
app.run(port=5000)
'''
with open('app.py', 'w') as f:
f.write(CODE)
</execute_ipython>
USER:
Observation:
[Code executed successfully with no output]
ASSISTANT:
I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 121[1]+ Exit 1 python3 app.py > server.log 2>&1
ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
<execute_bash>
cat server.log
</execute_bash>
USER:
Observation:
Traceback (most recent call last):
File "/workspace/app.py", line 2, in <module>
from flask import Flask
ModuleNotFoundError: No module named 'flask'
ASSISTANT:
It seems that Flask is not installed. Let me install Flask for you:
<execute_bash>
pip install flask
</execute_bash>
USER:
Observation:
Defaulting to user installation because normal site-packages is not writeable
Collecting flask
Using cached flask-3.0.3-py3-none-any.whl (101 kB)
Collecting blinker>=1.6.2
Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
Collecting Werkzeug>=3.0.0
Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
Collecting click>=8.1.3
Using cached click-8.1.7-py3-none-any.whl (97 kB)
Collecting itsdangerous>=2.1.2
Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
ASSISTANT:
Now that Flask is installed, let me run the Python file again:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 124
ASSISTANT:
Let me check the server log again:
<execute_bash>
cat server.log
</execute_bash>
USER:
Observation:
* Serving Flask app 'app'
* Debug mode: off
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on http://127.0.0.1:5000
Press CTRL+C to quit
ASSISTANT:
The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
USER: Now browse the newly started server's homepage and show me the content.
ASSISTANT:
Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
<execute_browse>
goto("http://127.0.0.1:5000")
</execute_browse>
USER:
Observation:
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
ASSISTANT:
The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
USER: Now kill the server, make it display the numbers in a table format.
ASSISTANT:
Sure! Let me stop the server first:
<execute_bash>
kill 124
</execute_bash>
USER:
Observation:
[1]+ Terminated python3 app.py > server.log 2>&1
ASSISTANT:
The server has been stopped. Let me open the Python file and modify it.
<execute_bash>
open app.py
</execute_bash>
USER:
[File: /workspace/app.py (11 lines total)]
1:
2:from flask import Flask
3:app = Flask(__name__)
4:
5:@app.route('/')
6:def index():
7: numbers = list(range(1, 11))
8: return str(numbers)
9:
10:if __name__ == '__main__':
11: app.run(port=5000)
ASSISTANT:
I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
<execute_bash>
edit 8:8
return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
end_of_edit
</execute_bash>
USER:
Observation:
[File: /workspace/app.py (11 lines total)]
1:
2:from flask import Flask
3:app = Flask(__name__)
4:
5:@app.route('/')
6:def index():
7: numbers = list(range(1, 11))
8: return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
9:
10:if __name__ == '__main__':
11: app.run(port=5000)
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
ASSISTANT:
The file has been updated. Let me run the Python file again with the new changes:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 126
ASSISTANT:
The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Free free to let me know if you have any further requests!
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
----------
Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
```
pythonCopy code`<execute_ipython>
# Install pymsgbox version 1.0.9
%pip install pymsgbox==1.0.9
</execute_ipython>`
```
Once the installation is complete, we'll import `pymsgbox` and print its version to a file named `test.txt` in the `/workspace` directory. Let's continue!
----------
OBSERVATION:
Package installed successfully
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.

287
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_003.log Normal file
View File

@@ -0,0 +1,287 @@
----------
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
<execute_ipython>
print("Hello World!")
</execute_ipython>
The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If you require access to GitHub but $GITHUB_TOKEN is not set, ask the user to set it for you.
Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
open <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
goto <line_number> - moves the window to show <line_number>
scroll_down - moves the window down {WINDOW} lines
scroll_up - moves the window down {WINDOW} lines
create <filename> - creates and opens a new file with the given name
search_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory
search_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file
find_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory
edit <start_line>:<end_line>
<replacement_text>
end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Can you create a list of numbers from 1 to 10, and create a web page to display them at port 5000?
ASSISTANT:
Sure! Let me write the Python code for starting a web server and save it to a file `app.py`:
<execute_ipython>
CODE='''
from flask import Flask
app = Flask(__name__)
@app.route('/')
def index():
numbers = list(range(1, 11))
return str(numbers)
if __name__ == '__main__':
app.run(port=5000)
'''
with open('app.py', 'w') as f:
f.write(CODE)
</execute_ipython>
USER:
Observation:
[Code executed successfully with no output]
ASSISTANT:
I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 121[1]+ Exit 1 python3 app.py > server.log 2>&1
ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
<execute_bash>
cat server.log
</execute_bash>
USER:
Observation:
Traceback (most recent call last):
File "/workspace/app.py", line 2, in <module>
from flask import Flask
ModuleNotFoundError: No module named 'flask'
ASSISTANT:
It seems that Flask is not installed. Let me install Flask for you:
<execute_bash>
pip install flask
</execute_bash>
USER:
Observation:
Defaulting to user installation because normal site-packages is not writeable
Collecting flask
Using cached flask-3.0.3-py3-none-any.whl (101 kB)
Collecting blinker>=1.6.2
Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
Collecting Werkzeug>=3.0.0
Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
Collecting click>=8.1.3
Using cached click-8.1.7-py3-none-any.whl (97 kB)
Collecting itsdangerous>=2.1.2
Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
ASSISTANT:
Now that Flask is installed, let me run the Python file again:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 124
ASSISTANT:
Let me check the server log again:
<execute_bash>
cat server.log
</execute_bash>
USER:
Observation:
* Serving Flask app 'app'
* Debug mode: off
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on http://127.0.0.1:5000
Press CTRL+C to quit
ASSISTANT:
The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
USER: Now browse the newly started server's homepage and show me the content.
ASSISTANT:
Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
<execute_browse>
goto("http://127.0.0.1:5000")
</execute_browse>
USER:
Observation:
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
ASSISTANT:
The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
USER: Now kill the server, make it display the numbers in a table format.
ASSISTANT:
Sure! Let me stop the server first:
<execute_bash>
kill 124
</execute_bash>
USER:
Observation:
[1]+ Terminated python3 app.py > server.log 2>&1
ASSISTANT:
The server has been stopped. Let me open the Python file and modify it.
<execute_bash>
open app.py
</execute_bash>
USER:
[File: /workspace/app.py (11 lines total)]
1:
2:from flask import Flask
3:app = Flask(__name__)
4:
5:@app.route('/')
6:def index():
7: numbers = list(range(1, 11))
8: return str(numbers)
9:
10:if __name__ == '__main__':
11: app.run(port=5000)
ASSISTANT:
I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
<execute_bash>
edit 8:8
return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
end_of_edit
</execute_bash>
USER:
Observation:
[File: /workspace/app.py (11 lines total)]
1:
2:from flask import Flask
3:app = Flask(__name__)
4:
5:@app.route('/')
6:def index():
7: numbers = list(range(1, 11))
8: return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
9:
10:if __name__ == '__main__':
11: app.run(port=5000)
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
ASSISTANT:
The file has been updated. Let me run the Python file again with the new changes:
<execute_bash>
python3 app.py > server.log 2>&1 &
</execute_bash>
USER:
Observation:
[1] 126
ASSISTANT:
The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Free free to let me know if you have any further requests!
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
----------
Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
```
pythonCopy code`<execute_ipython>
# Install pymsgbox version 1.0.9
%pip install pymsgbox==1.0.9
</execute_ipython>`
```
Once the installation is complete, we'll import `pymsgbox` and print its version to a file named `test.txt` in the `/workspace` directory. Let's continue!
----------
OBSERVATION:
Package installed successfully
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
----------
Now that `pymsgbox` is installed, let's import it and print its version to a file named `test.txt`:
```
pythonCopy code`<execute_ipython>
import pymsgbox
# Get the version of pymsgbox
pymsgbox_version = pymsgbox.__version__
# Write the version to a file
with open("/workspace/test.txt", "w") as f:
f.write(pymsgbox_version)
</execute_ipython>`
```
This will import `pymsgbox`, retrieve its version, and then write the version to the `test.txt` file in the `/workspace` directory.
----------
OBSERVATION:
[Code executed successfully with no output]
ENVIRONMENT REMINDER: You have 7 turns left to complete the task.

10
tests/integration/mock/CodeActAgent/test_ipython_module/response_001.log Normal file
View File

@@ -0,0 +1,10 @@
Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
```
pythonCopy code`<execute_ipython>
# Install pymsgbox version 1.0.9
%pip install pymsgbox==1.0.9
</execute_ipython>`
```
Once the installation is complete, we'll import `pymsgbox` and print its version to a file named `test.txt` in the `/workspace` directory. Let's continue!

16
tests/integration/mock/CodeActAgent/test_ipython_module/response_002.log Normal file
View File

@@ -0,0 +1,16 @@
Now that `pymsgbox` is installed, let's import it and print its version to a file named `test.txt`:
```
pythonCopy code`<execute_ipython>
import pymsgbox
# Get the version of pymsgbox
pymsgbox_version = pymsgbox.__version__
# Write the version to a file
with open("/workspace/test.txt", "w") as f:
f.write(pymsgbox_version)
</execute_ipython>`
```
This will import `pymsgbox`, retrieve its version, and then write the version to the `test.txt` file in the `/workspace` directory.

1
tests/integration/mock/CodeActAgent/test_ipython_module/response_003.log Normal file
View File

@@ -0,0 +1 @@
The `pymsgbox` package version 1.0.9 has been successfully installed and its version has been written to the `test.txt` file in the `/workspace` directory. If you need any further assistance, feel free to ask!

10
tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.

10
tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_002.log
View File

@@ -12,13 +12,7 @@ For example, you can list the files in the current directory by <execute_bash> l
The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
<execute_ipython>
import IPython
IPython.Application.instance().kernel.do_shutdown(True) # Restart the kernel
</execute_ipython>
The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
@@ -40,7 +34,7 @@ end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with th
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
The assistant's response should be concise.
You should include <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.

2
tests/integration/regenerate.sh
View File

@@ -24,11 +24,13 @@ tasks=(
"Fix typos in bad.txt."
"Write a shell script 'hello.sh' that prints 'hello'."
"Use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'."
"Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt."
)
test_names=(
"test_edits"
"test_write_simple_script"
"test_ipython"
"test_ipython_module"
)
num_of_tests=${#test_names[@]}

26
tests/integration/test_agent.py
View File

@@ -98,3 +98,29 @@ def test_ipython():
assert (
content.strip() == 'hello world'
), f'Expected content "hello world", but got "{content.strip()}"'
@pytest.mark.skipif(
os.getenv('AGENT') != 'CodeActAgent',
reason='currently only CodeActAgent defaults to have IPython (Jupyter) execution',
)
@pytest.mark.skipif(
os.getenv('SANDBOX_TYPE') != 'ssh',
reason='Currently, only ssh sandbox supports stateful tasks',
)
def test_ipython_module():
# Execute the task
task = "Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point."
final_state: State = asyncio.run(main(task, exit_on_message=True))
assert final_state.agent_state == AgentState.STOPPED
# Verify the file exists
file_path = os.path.join(workspace_base, 'test.txt')
assert os.path.exists(file_path), 'The file "test.txt" does not exist'
# Verify the file contains the expected content
with open(file_path, 'r') as f:
content = f.read()
assert (
content.strip() == '1.0.9'
), f'Expected content "1.0.9", but got "{content.strip()}"'