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Make CodeAct finish task (#2673)

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* Added feature to CodeAct agent to finish action instead of waiting for user input.

* Minor change

* Update agenthub/codeact_agent/codeact_agent.py

Co-authored-by: மனோஜ்குமார் பழனிச்சாமி <smartmanoj42857@gmail.com>

* updated integration tests with claude-sonnet-3.5

* Update agenthub/codeact_agent/prompt.py

Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk>

* updated tests to remove typo in prompt

* resolve merge conflicts II

* revert unintended change of regenerate script

* re-regenerating prompts to resolve merge conflicts

---------

Co-authored-by: மனோஜ்குமார் பழனிச்சாமி <smartmanoj42857@gmail.com>
Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk>
This commit is contained in:
sven
2024-07-04 11:21:46 -07:00
committed by GitHub
parent 688bd2a8fc
commit 1b10e2b9d5
45 changed files with 2800 additions and 122 deletions
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2
agenthub/codeact_agent/codeact_agent.py
View File

@@ -201,7 +201,7 @@ class CodeActAgent(Agent):
if latest_user_message['content'].strip() == '/exit':
return AgentFinishAction()
latest_user_message['content'] += (
f'\n\nENVIRONMENT REMINDER: You have {state.max_iterations - state.iteration} turns left to complete the task.'
f'\n\nENVIRONMENT REMINDER: You have {state.max_iterations - state.iteration} turns left to complete the task. When finished reply with <finish></finish>.'
)
response = self.llm.completion(

2
agenthub/codeact_agent/prompt.py
View File

@@ -39,6 +39,7 @@ If $GITHUB_TOKEN is not set, ask the user to set it."""
SYSTEM_SUFFIX = """Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
"""
@@ -256,6 +257,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
"""

2
opendevin/events/action/agent.py
View File

@@ -54,6 +54,8 @@ class AgentFinishAction(Action):
@property
def message(self) -> str:
if self.thought != "":
return self.thought
return "All done! What's next on the agenda?"

4
tests/integration/mock/CodeActAgent/test_browse_internet/prompt_001.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -386,4 +388,4 @@ NOW, LET'S START!
Browse localhost:8000, and tell me the ultimate answer to life. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task. When finished reply with <finish></finish>.

2
tests/integration/mock/CodeActAgent/test_browse_internet/prompt_002.log
View File

@@ -8,7 +8,7 @@ possible next action to accomplish your goal. Your answer will be interpreted
and executed by a program, make sure to follow the formatting instructions.
# Goal:
Sure! Let me browse the server's homepage at http://localhost:8000 and find the ultimate answer to life.. I should start with: Get the content on "http://localhost:8000"
Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
# Action Space

4
tests/integration/mock/CodeActAgent/test_browse_internet/prompt_003.log
View File

@@ -8,7 +8,7 @@ possible next action to accomplish your goal. Your answer will be interpreted
and executed by a program, make sure to follow the formatting instructions.
# Goal:
Sure! Let me browse the server's homepage at http://localhost:8000 and find the ultimate answer to life.. I should start with: Get the content on "http://localhost:8000"
Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
# Action Space
@@ -121,7 +121,7 @@ RootWebArea 'The Ultimate Answer', focused
[10] button 'Click me', clickable
# Previous Actions
goto('http://localhost:8000')
goto("http://localhost:8000")
Here is an example with chain of thought of a valid action when clicking on a button:
"

4
tests/integration/mock/CodeActAgent/test_browse_internet/prompt_004.log
View File

@@ -8,7 +8,7 @@ possible next action to accomplish your goal. Your answer will be interpreted
and executed by a program, make sure to follow the formatting instructions.
# Goal:
Sure! Let me browse the server's homepage at http://localhost:8000 and find the ultimate answer to life.. I should start with: Get the content on "http://localhost:8000"
Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
# Action Space
@@ -122,7 +122,7 @@ RootWebArea 'The Ultimate Answer', focused
StaticText 'The answer is OpenDevin is all you need!'
# Previous Actions
goto('http://localhost:8000')
goto("http://localhost:8000")
click("10")
Here is an example with chain of thought of a valid action when clicking on a button:

8
tests/integration/mock/CodeActAgent/test_browse_internet/prompt_005.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -390,12 +392,12 @@ Browse localhost:8000, and tell me the ultimate answer to life. Do not ask me fo
<execute_browse>
Sure! Let me browse the server's homepage at http://localhost:8000 and find the ultimate answer to life.. I should start with: Get the content on "http://localhost:8000"
Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
</execute_browse>
----------
OBSERVATION:
{'content': 'The answer to life, the universe, and everything is: OpenDevin is all you need!'}
{'content': 'The ultimate answer to life, the universe, and everything is: OpenDevin is all you need!'}
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
ENVIRONMENT REMINDER: You have 8 turns left to complete the task. When finished reply with <finish></finish>.

2
tests/integration/mock/CodeActAgent/test_browse_internet/response_001.log
View File

@@ -1,4 +1,4 @@
Sure! Let me browse the server's homepage at http://localhost:8000 and find the ultimate answer to life.
Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.
<execute_browse>
Get the content on "http://localhost:8000"

7
tests/integration/mock/CodeActAgent/test_browse_internet/response_002.log
View File

@@ -1,2 +1,5 @@
In order to accomplish my goal, I need to get the content on the server's homepage at http://localhost:8000.
```goto('http://localhost:8000')```
To accomplish our goal of retrieving the ultimate answer to life from localhost:8000, I need to start by accessing the content on that page. Here's my thought process and action:
In order to accomplish my goal, I need to navigate to the specified URL using the goto action.
```goto("http://localhost:8000"

8
tests/integration/mock/CodeActAgent/test_browse_internet/response_003.log
View File

@@ -1,2 +1,6 @@
In order to accomplish my goal, I need to click on the button labeled "Click me" with bid 10 to reveal the answer to life, the universe, and everything.
```click("10")```
To accomplish our goal of retrieving the ultimate answer to life, we need to click on the "Click me" button. The button has a bid of 10, so we should click on it.
Here's the action I'll take:
In order to accomplish my goal, I need to click on the button with bid 10
```click("10"

7
tests/integration/mock/CodeActAgent/test_browse_internet/response_004.log
View File

@@ -1,5 +1,6 @@
In order to accomplish my goal, I need to read the static text that reveals the answer to life, the universe, and everything. The text is already visible in the accessibility tree.
Based on the current Accessibility Tree and the previous actions taken, it appears that we have already successfully navigated to the webpage and clicked the button to reveal the answer. The answer is now visible on the page.
The answer is: "OpenDevin is all you need!"
To accomplish our goal of retrieving the ultimate answer to life, I will now send this information to the user:
```send_msg_to_user('The answer to life, the universe, and everything is: OpenDevin is all you need!')```
```
send_msg_to_user("The ultimate answer to life, the universe, and everything is: OpenDevin is all you need!"

10
tests/integration/mock/CodeActAgent/test_browse_internet/response_005.log
View File

@@ -1 +1,9 @@
The content of the server's homepage at localhost:8000 is: "The answer to life, the universe, and everything is: OpenDevin is all you need!"
Thank you for providing the content from localhost:8000. Based on the information retrieved, I can now answer your question about the ultimate answer to life.
The ultimate answer to life, according to the content on localhost:8000, is:
"OpenDevin is all you need!"
This appears to be a playful reference to the popular science fiction series "The Hitchhiker's Guide to the Galaxy" by Douglas Adams, where the answer to the ultimate question of life, the universe, and everything is famously "42". In this case, it's been adapted to promote OpenDevin as the ultimate solution.
<finish></finish>

4
tests/integration/mock/CodeActAgent/test_edits/prompt_001.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -386,4 +388,4 @@ NOW, LET'S START!
Fix typos in bad.txt. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task. When finished reply with <finish></finish>.

6
tests/integration/mock/CodeActAgent/test_edits/prompt_002.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -388,7 +390,7 @@ Fix typos in bad.txt. Do not ask me for confirmation at any point.
----------
Sure! Let's start by opening the `bad.txt` file to identify the typos.
Certainly! I'll fix the typos in the bad.txt file. Let's start by opening the file and examining its contents.
<execute_ipython>
open_file('bad.txt')
</execute_ipython>
@@ -403,4 +405,4 @@ OBSERVATION:
4|Enjoy!
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
ENVIRONMENT REMINDER: You have 8 turns left to complete the task. When finished reply with <finish></finish>.

16
tests/integration/mock/CodeActAgent/test_edits/prompt_003.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -388,7 +390,7 @@ Fix typos in bad.txt. Do not ask me for confirmation at any point.
----------
Sure! Let's start by opening the `bad.txt` file to identify the typos.
Certainly! I'll fix the typos in the bad.txt file. Let's start by opening the file and examining its contents.
<execute_ipython>
open_file('bad.txt')
</execute_ipython>
@@ -405,12 +407,14 @@ OBSERVATION:
----------
I will now correct the typos in the `bad.txt` file.
Thank you for showing me the contents of the file. I can see there are a few typos that need to be fixed. I'll correct them one by one.
Let's start with the first line:
<execute_ipython>
edit_file(
'bad.txt',
to_replace="This is a stupid typoo.\nReally?\nNo mor typos!\nEnjoy!",
new_content="This is a stupid typo.\nReally?\nNo more typos!\nEnjoy!"
to_replace="This is a stupid typoo.",
new_content="This is a stupid typo."
)
</execute_ipython>
@@ -420,9 +424,9 @@ OBSERVATION:
[File: /workspace/bad.txt (4 lines total after edit)]
1|This is a stupid typo.
2|Really?
3|No more typos!
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.]
ENVIRONMENT REMINDER: You have 7 turns left to complete the task.
ENVIRONMENT REMINDER: You have 7 turns left to complete the task. When finished reply with <finish></finish>.

454
tests/integration/mock/CodeActAgent/test_edits/prompt_004.log Normal file
View File

@@ -0,0 +1,454 @@
----------
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 use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
<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>.
Important, however: do not run interactive commands. You do not have access to stdin.
Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
The assistant can browse the Internet with <execute_browse> and </execute_browse>.
For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
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 interact with GitHub, use the $GITHUB_TOKEN environment variable.
For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If $GITHUB_TOKEN is not set, ask the user to set it.
Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
to view the file if you want to see more.
Args:
path: str: The path to the file to open, preferred absolute path.
line_number: int | None = 1: The line number to move to. Defaults to 1.
context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
goto_line(line_number: int) -> None:
Moves the window to show the specified line number.
Args:
line_number: int: The line number to move to.
scroll_down() -> None:
Moves the window down by 100 lines.
Args:
None
scroll_up() -> None:
Moves the window up by 100 lines.
Args:
None
create_file(filename: str) -> None:
Creates and opens a new file with the given name.
Args:
filename: str: The name of the file to create.
edit_file(file_name: str, to_replace: str, new_content: str) -> None:
Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
`edit_file` will only replace the *first* matching occurrences.
For example, given a file "/workspace/example.txt" with the following content:
```
line 1
line 2
line 2
line 3
```
EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='new line
line 3',
)
This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
The resulting file will be:
```
line 1
line 2
new line
line 3
```
REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='',
)
Args:
file_name: str: The name of the file to edit.
to_replace: str: The content to search for and replace.
new_content: str: The new content to replace the old content with.
insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
Insert content at the given line number in a file.
This will NOT modify the content of the lines before OR after the given line number.
For example, if the file has the following content:
```
line 1
line 2
line 3
```
and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
```
line 1
new line
line 2
line 3
```
Args:
file_name: str: The name of the file to edit.
line_number: int: The line number (starting from 1) to insert the content after.
content: str: The content to insert.
search_dir(search_term: str, dir_path: str = './') -> None:
Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
Args:
search_term: str: The term to search for.
dir_path: Optional[str]: The path to the directory to search.
search_file(search_term: str, file_path: Optional[str] = None) -> None:
Searches for search_term in file. If file is not provided, searches in the current open file.
Args:
search_term: str: The term to search for.
file_path: Optional[str]: The path to the file to search.
find_file(file_name: str, dir_path: str = './') -> None:
Finds all files with the given name in the specified directory.
Args:
file_name: str: The name of the file to find.
dir_path: Optional[str]: The path to the directory to search.
parse_pdf(file_path: str) -> None:
Parses the content of a PDF file and prints it.
Args:
file_path: str: The path to the file to open.
parse_docx(file_path: str) -> None:
Parses the content of a DOCX file and prints it.
Args:
file_path: str: The path to the file to open.
parse_latex(file_path: str) -> None:
Parses the content of a LaTex file and prints it.
Args:
file_path: str: The path to the file to open.
parse_pptx(file_path: str) -> None:
Parses the content of a pptx file and prints it.
Args:
file_path: str: The path to the file to open.
Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it 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.
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
ASSISTANT:
Sure! Let me create a Python file `app.py`:
<execute_ipython>
create_file('app.py')
</execute_ipython>
USER:
OBSERVATION:
[File: /workspace/app.py (1 lines total)]
1|
[File app.py created.]
ASSISTANT:
Now I will write the Python code for starting a web server and save it to the file `app.py`:
<execute_ipython>
EDITED_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)"""
insert_content_at_line(
'app.py',
1,
EDITED_CODE,
)
</execute_ipython>
USER:
OBSERVATION:
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
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>
Get the content on "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_ipython>
open_file('app.py')
</execute_ipython>
USER:
[File: /workspace/app.py (11 lines total)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
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_ipython>
edit_file(
'app.py',
to_replace=" return str(numbers)",
new_content=" return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
)
</execute_ipython>
USER:
Observation:
[File: /workspace/app.py (11 lines total after edit)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
Running the updated file:
<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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Fix typos in bad.txt. Do not ask me for confirmation at any point.
----------
Certainly! I'll fix the typos in the bad.txt file. Let's start by opening the file and examining its contents.
<execute_ipython>
open_file('bad.txt')
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total)]
1|This is a stupid typoo.
2|Really?
3|No mor typos!
4|Enjoy!
----------
Thank you for showing me the contents of the file. I can see there are a few typos that need to be fixed. I'll correct them one by one.
Let's start with the first line:
<execute_ipython>
edit_file(
'bad.txt',
to_replace="This is a stupid typoo.",
new_content="This is a stupid typo."
)
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total after edit)]
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.]
----------
Thank you for the update. Now let's fix the third line:
<execute_ipython>
edit_file(
'bad.txt',
to_replace="No mor typos!",
new_content="No more typos!"
)
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total after edit)]
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.]
ENVIRONMENT REMINDER: You have 6 turns left to complete the task. When finished reply with <finish></finish>.

471
tests/integration/mock/CodeActAgent/test_edits/prompt_005.log Normal file
View File

@@ -0,0 +1,471 @@
----------
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 use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
<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>.
Important, however: do not run interactive commands. You do not have access to stdin.
Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
The assistant can browse the Internet with <execute_browse> and </execute_browse>.
For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
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 interact with GitHub, use the $GITHUB_TOKEN environment variable.
For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If $GITHUB_TOKEN is not set, ask the user to set it.
Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
to view the file if you want to see more.
Args:
path: str: The path to the file to open, preferred absolute path.
line_number: int | None = 1: The line number to move to. Defaults to 1.
context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
goto_line(line_number: int) -> None:
Moves the window to show the specified line number.
Args:
line_number: int: The line number to move to.
scroll_down() -> None:
Moves the window down by 100 lines.
Args:
None
scroll_up() -> None:
Moves the window up by 100 lines.
Args:
None
create_file(filename: str) -> None:
Creates and opens a new file with the given name.
Args:
filename: str: The name of the file to create.
edit_file(file_name: str, to_replace: str, new_content: str) -> None:
Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
`edit_file` will only replace the *first* matching occurrences.
For example, given a file "/workspace/example.txt" with the following content:
```
line 1
line 2
line 2
line 3
```
EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='new line
line 3',
)
This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
The resulting file will be:
```
line 1
line 2
new line
line 3
```
REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='',
)
Args:
file_name: str: The name of the file to edit.
to_replace: str: The content to search for and replace.
new_content: str: The new content to replace the old content with.
insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
Insert content at the given line number in a file.
This will NOT modify the content of the lines before OR after the given line number.
For example, if the file has the following content:
```
line 1
line 2
line 3
```
and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
```
line 1
new line
line 2
line 3
```
Args:
file_name: str: The name of the file to edit.
line_number: int: The line number (starting from 1) to insert the content after.
content: str: The content to insert.
search_dir(search_term: str, dir_path: str = './') -> None:
Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
Args:
search_term: str: The term to search for.
dir_path: Optional[str]: The path to the directory to search.
search_file(search_term: str, file_path: Optional[str] = None) -> None:
Searches for search_term in file. If file is not provided, searches in the current open file.
Args:
search_term: str: The term to search for.
file_path: Optional[str]: The path to the file to search.
find_file(file_name: str, dir_path: str = './') -> None:
Finds all files with the given name in the specified directory.
Args:
file_name: str: The name of the file to find.
dir_path: Optional[str]: The path to the directory to search.
parse_pdf(file_path: str) -> None:
Parses the content of a PDF file and prints it.
Args:
file_path: str: The path to the file to open.
parse_docx(file_path: str) -> None:
Parses the content of a DOCX file and prints it.
Args:
file_path: str: The path to the file to open.
parse_latex(file_path: str) -> None:
Parses the content of a LaTex file and prints it.
Args:
file_path: str: The path to the file to open.
parse_pptx(file_path: str) -> None:
Parses the content of a pptx file and prints it.
Args:
file_path: str: The path to the file to open.
Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it 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.
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
ASSISTANT:
Sure! Let me create a Python file `app.py`:
<execute_ipython>
create_file('app.py')
</execute_ipython>
USER:
OBSERVATION:
[File: /workspace/app.py (1 lines total)]
1|
[File app.py created.]
ASSISTANT:
Now I will write the Python code for starting a web server and save it to the file `app.py`:
<execute_ipython>
EDITED_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)"""
insert_content_at_line(
'app.py',
1,
EDITED_CODE,
)
</execute_ipython>
USER:
OBSERVATION:
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
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>
Get the content on "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_ipython>
open_file('app.py')
</execute_ipython>
USER:
[File: /workspace/app.py (11 lines total)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
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_ipython>
edit_file(
'app.py',
to_replace=" return str(numbers)",
new_content=" return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
)
</execute_ipython>
USER:
Observation:
[File: /workspace/app.py (11 lines total after edit)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
Running the updated file:
<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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Fix typos in bad.txt. Do not ask me for confirmation at any point.
----------
Certainly! I'll fix the typos in the bad.txt file. Let's start by opening the file and examining its contents.
<execute_ipython>
open_file('bad.txt')
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total)]
1|This is a stupid typoo.
2|Really?
3|No mor typos!
4|Enjoy!
----------
Thank you for showing me the contents of the file. I can see there are a few typos that need to be fixed. I'll correct them one by one.
Let's start with the first line:
<execute_ipython>
edit_file(
'bad.txt',
to_replace="This is a stupid typoo.",
new_content="This is a stupid typo."
)
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total after edit)]
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.]
----------
Thank you for the update. Now let's fix the third line:
<execute_ipython>
edit_file(
'bad.txt',
to_replace="No mor typos!",
new_content="No more typos!"
)
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total after edit)]
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.]
----------
Great! All the typos in the file have been corrected. Let's review the final content of the file to make sure everything is in order:
<execute_ipython>
open_file('bad.txt')
</execute_ipython>
----------
OBSERVATION:
[File: /workspace/bad.txt (4 lines total)]
1|This is a stupid typo.
2|Really?
3|No more typos!
4|Enjoy!
ENVIRONMENT REMINDER: You have 5 turns left to complete the task. When finished reply with <finish></finish>.

2
tests/integration/mock/CodeActAgent/test_edits/response_001.log
View File

@@ -1,4 +1,4 @@
Sure! Let's start by opening the `bad.txt` file to identify the typos.
Certainly! I'll fix the typos in the bad.txt file. Let's start by opening the file and examining its contents.
<execute_ipython>
open_file('bad.txt')

8
tests/integration/mock/CodeActAgent/test_edits/response_002.log
View File

@@ -1,8 +1,10 @@
I will now correct the typos in the `bad.txt` file.
Thank you for showing me the contents of the file. I can see there are a few typos that need to be fixed. I'll correct them one by one.
Let's start with the first line:
<execute_ipython>
edit_file(
'bad.txt',
to_replace="This is a stupid typoo.\nReally?\nNo mor typos!\nEnjoy!",
new_content="This is a stupid typo.\nReally?\nNo more typos!\nEnjoy!"
to_replace="This is a stupid typoo.",
new_content="This is a stupid typo."
)

16
tests/integration/mock/CodeActAgent/test_edits/response_003.log
View File

@@ -1,10 +1,8 @@
The typos in `bad.txt` have been corrected. Here is the updated content:
Thank you for the update. Now let's fix the third line:
```
This is a stupid typo.
Really?
No more typos!
Enjoy!
```
If you need any further assistance, feel free to ask!
<execute_ipython>
edit_file(
'bad.txt',
to_replace="No mor typos!",
new_content="No more typos!"
)

4
tests/integration/mock/CodeActAgent/test_edits/response_004.log Normal file
View File

@@ -0,0 +1,4 @@
Great! All the typos in the file have been corrected. Let's review the final content of the file to make sure everything is in order:
<execute_ipython>
open_file('bad.txt')

8
tests/integration/mock/CodeActAgent/test_edits/response_005.log Normal file
View File

@@ -0,0 +1,8 @@
The file has been successfully corrected. All typos have been fixed, and the content is now correct. Here's a summary of the changes made:
1. Changed "typoo" to "typo" in the first line.
2. Changed "mor" to "more" in the third line.
The task is complete, and there are no more typos to fix in the file.
<finish></finish>

4
tests/integration/mock/CodeActAgent/test_ipython/prompt_001.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -386,4 +388,4 @@ NOW, LET'S START!
Use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task. When finished reply with <finish></finish>.

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

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -388,15 +390,17 @@ Use Jupyter IPython to write a text file containing 'hello world' to '/workspace
----------
Sure! Let me write 'hello world' to a text file named 'test.txt' in the '/workspace' directory without asking for confirmation:
Certainly! I'll use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Here's how we'll do it:
<execute_ipython>
with open('/workspace/test.txt', 'w') as f:
f.write('hello world')
print("File created successfully.")
</execute_ipython>
----------
OBSERVATION:
[Code executed successfully with no output]
File created successfully.
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
ENVIRONMENT REMINDER: You have 8 turns left to complete the task. When finished reply with <finish></finish>.

421
tests/integration/mock/CodeActAgent/test_ipython/prompt_003.log Normal file
View File

@@ -0,0 +1,421 @@
----------
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 use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
<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>.
Important, however: do not run interactive commands. You do not have access to stdin.
Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
The assistant can browse the Internet with <execute_browse> and </execute_browse>.
For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
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 interact with GitHub, use the $GITHUB_TOKEN environment variable.
For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If $GITHUB_TOKEN is not set, ask the user to set it.
Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
to view the file if you want to see more.
Args:
path: str: The path to the file to open, preferred absolute path.
line_number: int | None = 1: The line number to move to. Defaults to 1.
context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
goto_line(line_number: int) -> None:
Moves the window to show the specified line number.
Args:
line_number: int: The line number to move to.
scroll_down() -> None:
Moves the window down by 100 lines.
Args:
None
scroll_up() -> None:
Moves the window up by 100 lines.
Args:
None
create_file(filename: str) -> None:
Creates and opens a new file with the given name.
Args:
filename: str: The name of the file to create.
edit_file(file_name: str, to_replace: str, new_content: str) -> None:
Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
`edit_file` will only replace the *first* matching occurrences.
For example, given a file "/workspace/example.txt" with the following content:
```
line 1
line 2
line 2
line 3
```
EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='new line
line 3',
)
This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
The resulting file will be:
```
line 1
line 2
new line
line 3
```
REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='',
)
Args:
file_name: str: The name of the file to edit.
to_replace: str: The content to search for and replace.
new_content: str: The new content to replace the old content with.
insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
Insert content at the given line number in a file.
This will NOT modify the content of the lines before OR after the given line number.
For example, if the file has the following content:
```
line 1
line 2
line 3
```
and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
```
line 1
new line
line 2
line 3
```
Args:
file_name: str: The name of the file to edit.
line_number: int: The line number (starting from 1) to insert the content after.
content: str: The content to insert.
search_dir(search_term: str, dir_path: str = './') -> None:
Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
Args:
search_term: str: The term to search for.
dir_path: Optional[str]: The path to the directory to search.
search_file(search_term: str, file_path: Optional[str] = None) -> None:
Searches for search_term in file. If file is not provided, searches in the current open file.
Args:
search_term: str: The term to search for.
file_path: Optional[str]: The path to the file to search.
find_file(file_name: str, dir_path: str = './') -> None:
Finds all files with the given name in the specified directory.
Args:
file_name: str: The name of the file to find.
dir_path: Optional[str]: The path to the directory to search.
parse_pdf(file_path: str) -> None:
Parses the content of a PDF file and prints it.
Args:
file_path: str: The path to the file to open.
parse_docx(file_path: str) -> None:
Parses the content of a DOCX file and prints it.
Args:
file_path: str: The path to the file to open.
parse_latex(file_path: str) -> None:
Parses the content of a LaTex file and prints it.
Args:
file_path: str: The path to the file to open.
parse_pptx(file_path: str) -> None:
Parses the content of a pptx file and prints it.
Args:
file_path: str: The path to the file to open.
Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it 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.
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
ASSISTANT:
Sure! Let me create a Python file `app.py`:
<execute_ipython>
create_file('app.py')
</execute_ipython>
USER:
OBSERVATION:
[File: /workspace/app.py (1 lines total)]
1|
[File app.py created.]
ASSISTANT:
Now I will write the Python code for starting a web server and save it to the file `app.py`:
<execute_ipython>
EDITED_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)"""
insert_content_at_line(
'app.py',
1,
EDITED_CODE,
)
</execute_ipython>
USER:
OBSERVATION:
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
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>
Get the content on "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_ipython>
open_file('app.py')
</execute_ipython>
USER:
[File: /workspace/app.py (11 lines total)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
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_ipython>
edit_file(
'app.py',
to_replace=" return str(numbers)",
new_content=" return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
)
</execute_ipython>
USER:
Observation:
[File: /workspace/app.py (11 lines total after edit)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
Running the updated file:
<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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Do not ask me for confirmation at any point.
----------
Certainly! I'll use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Here's how we'll do it:
<execute_ipython>
with open('/workspace/test.txt', 'w') as f:
f.write('hello world')
print("File created successfully.")
</execute_ipython>
----------
OBSERVATION:
File created successfully.
----------
Great! The file has been created successfully. Let's verify its contents to make sure everything is correct:
<execute_ipython>
with open('/workspace/test.txt', 'r') as f:
content = f.read()
print(f"Content of /workspace/test.txt: {content}")
</execute_ipython>
----------
OBSERVATION:
Content of /workspace/test.txt: hello world
ENVIRONMENT REMINDER: You have 7 turns left to complete the task. When finished reply with <finish></finish>.

4
tests/integration/mock/CodeActAgent/test_ipython/response_001.log
View File

@@ -1,4 +1,6 @@
Sure! Let me write 'hello world' to a text file named 'test.txt' in the '/workspace' directory without asking for confirmation:
Certainly! I'll use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Here's how we'll do it:
<execute_ipython>
with open('/workspace/test.txt', 'w') as f:
f.write('hello world')
print("File created successfully.")

7
tests/integration/mock/CodeActAgent/test_ipython/response_002.log
View File

@@ -1 +1,6 @@
The text file 'test.txt' containing 'hello world' has been successfully created in the '/workspace' directory. If you need any further assistance or have any more requests, feel free to let me know!
Great! The file has been created successfully. Let's verify its contents to make sure everything is correct:
<execute_ipython>
with open('/workspace/test.txt', 'r') as f:
content = f.read()
print(f"Content of /workspace/test.txt: {content}")

3
tests/integration/mock/CodeActAgent/test_ipython/response_003.log Normal file
View File

@@ -0,0 +1,3 @@
Excellent! We have successfully created the file '/workspace/test.txt' with the content 'hello world'. The task is complete, so I'll finish here.
<finish></finish>

4
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_001.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -386,4 +388,4 @@ 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.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task. When finished reply with <finish></finish>.

13
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_002.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -388,15 +390,8 @@ Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt
----------
Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
```
pythonCopy code``
```
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!
Certainly! I'll install pymsgbox, import it, and print its version to /workspace/test.txt. Let's start by installing pymsgbox:
<execute_ipython>
# Install pymsgbox version 1.0.9
%pip install pymsgbox==1.0.9
</execute_ipython>
@@ -406,4 +401,4 @@ OBSERVATION:
[Package installed successfully]
[Kernel restarted successfully to load the package]
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
ENVIRONMENT REMINDER: You have 8 turns left to complete the task. When finished reply with <finish></finish>.

34
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_003.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -388,15 +390,8 @@ Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt
----------
Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
```
pythonCopy code``
```
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!
Certainly! I'll install pymsgbox, import it, and print its version to /workspace/test.txt. Let's start by installing pymsgbox:
<execute_ipython>
# Install pymsgbox version 1.0.9
%pip install pymsgbox==1.0.9
</execute_ipython>
@@ -408,27 +403,18 @@ OBSERVATION:
----------
Now that `pymsgbox` is installed, let's import it and print its version to a file named `test.txt`:
```
pythonCopy code``
```
This will import `pymsgbox`, retrieve its version, and then write the version to the `test.txt` file in the `/workspace` directory.
Great! Now that pymsgbox is installed, let's import it and print its version to /workspace/test.txt:
<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)
with open('/workspace/test.txt', 'w') as f:
f.write(f"pymsgbox version: {pymsgbox.__version__}")
print("Version written to /workspace/test.txt")
</execute_ipython>
----------
OBSERVATION:
[Code executed successfully with no output]
Version written to /workspace/test.txt
ENVIRONMENT REMINDER: You have 7 turns left to complete the task.
ENVIRONMENT REMINDER: You have 7 turns left to complete the task. When finished reply with <finish></finish>.

433
tests/integration/mock/CodeActAgent/test_ipython_module/prompt_004.log Normal file
View File

@@ -0,0 +1,433 @@
----------
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 use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
<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>.
Important, however: do not run interactive commands. You do not have access to stdin.
Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
The assistant can browse the Internet with <execute_browse> and </execute_browse>.
For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
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 interact with GitHub, use the $GITHUB_TOKEN environment variable.
For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If $GITHUB_TOKEN is not set, ask the user to set it.
Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
to view the file if you want to see more.
Args:
path: str: The path to the file to open, preferred absolute path.
line_number: int | None = 1: The line number to move to. Defaults to 1.
context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
goto_line(line_number: int) -> None:
Moves the window to show the specified line number.
Args:
line_number: int: The line number to move to.
scroll_down() -> None:
Moves the window down by 100 lines.
Args:
None
scroll_up() -> None:
Moves the window up by 100 lines.
Args:
None
create_file(filename: str) -> None:
Creates and opens a new file with the given name.
Args:
filename: str: The name of the file to create.
edit_file(file_name: str, to_replace: str, new_content: str) -> None:
Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
`edit_file` will only replace the *first* matching occurrences.
For example, given a file "/workspace/example.txt" with the following content:
```
line 1
line 2
line 2
line 3
```
EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='new line
line 3',
)
This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
The resulting file will be:
```
line 1
line 2
new line
line 3
```
REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='',
)
Args:
file_name: str: The name of the file to edit.
to_replace: str: The content to search for and replace.
new_content: str: The new content to replace the old content with.
insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
Insert content at the given line number in a file.
This will NOT modify the content of the lines before OR after the given line number.
For example, if the file has the following content:
```
line 1
line 2
line 3
```
and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
```
line 1
new line
line 2
line 3
```
Args:
file_name: str: The name of the file to edit.
line_number: int: The line number (starting from 1) to insert the content after.
content: str: The content to insert.
search_dir(search_term: str, dir_path: str = './') -> None:
Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
Args:
search_term: str: The term to search for.
dir_path: Optional[str]: The path to the directory to search.
search_file(search_term: str, file_path: Optional[str] = None) -> None:
Searches for search_term in file. If file is not provided, searches in the current open file.
Args:
search_term: str: The term to search for.
file_path: Optional[str]: The path to the file to search.
find_file(file_name: str, dir_path: str = './') -> None:
Finds all files with the given name in the specified directory.
Args:
file_name: str: The name of the file to find.
dir_path: Optional[str]: The path to the directory to search.
parse_pdf(file_path: str) -> None:
Parses the content of a PDF file and prints it.
Args:
file_path: str: The path to the file to open.
parse_docx(file_path: str) -> None:
Parses the content of a DOCX file and prints it.
Args:
file_path: str: The path to the file to open.
parse_latex(file_path: str) -> None:
Parses the content of a LaTex file and prints it.
Args:
file_path: str: The path to the file to open.
parse_pptx(file_path: str) -> None:
Parses the content of a pptx file and prints it.
Args:
file_path: str: The path to the file to open.
Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it 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.
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
ASSISTANT:
Sure! Let me create a Python file `app.py`:
<execute_ipython>
create_file('app.py')
</execute_ipython>
USER:
OBSERVATION:
[File: /workspace/app.py (1 lines total)]
1|
[File app.py created.]
ASSISTANT:
Now I will write the Python code for starting a web server and save it to the file `app.py`:
<execute_ipython>
EDITED_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)"""
insert_content_at_line(
'app.py',
1,
EDITED_CODE,
)
</execute_ipython>
USER:
OBSERVATION:
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
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>
Get the content on "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_ipython>
open_file('app.py')
</execute_ipython>
USER:
[File: /workspace/app.py (11 lines total)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
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_ipython>
edit_file(
'app.py',
to_replace=" return str(numbers)",
new_content=" return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
)
</execute_ipython>
USER:
Observation:
[File: /workspace/app.py (11 lines total after edit)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
Running the updated file:
<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. Let me know if you have any further requests!
<finish></finish>
--- 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.
----------
Certainly! I'll install pymsgbox, import it, and print its version to /workspace/test.txt. Let's start by installing pymsgbox:
<execute_ipython>
%pip install pymsgbox==1.0.9
</execute_ipython>
----------
OBSERVATION:
[Package installed successfully]
[Kernel restarted successfully to load the package]
----------
Great! Now that pymsgbox is installed, let's import it and print its version to /workspace/test.txt:
<execute_ipython>
import pymsgbox
with open('/workspace/test.txt', 'w') as f:
f.write(f"pymsgbox version: {pymsgbox.__version__}")
print("Version written to /workspace/test.txt")
</execute_ipython>
----------
OBSERVATION:
Version written to /workspace/test.txt
----------
Great! The task has been completed successfully. Let's verify the contents of the file to ensure everything is correct:
<execute_bash>
cat /workspace/test.txt
</execute_bash>
----------
OBSERVATION:
pymsgbox version: 1.0.9
[Command -1 finished with exit code 0]
ENVIRONMENT REMINDER: You have 6 turns left to complete the task. When finished reply with <finish></finish>.

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

@@ -1,10 +1,4 @@
Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
Certainly! I'll install pymsgbox, import it, and print its version to /workspace/test.txt. Let's start by installing pymsgbox:
```
pythonCopy code`<execute_ipython>
# Install pymsgbox version 1.0.9
<execute_ipython>
%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!

19
tests/integration/mock/CodeActAgent/test_ipython_module/response_002.log
View File

@@ -1,16 +1,7 @@
Now that `pymsgbox` is installed, let's import it and print its version to a file named `test.txt`:
Great! Now that pymsgbox is installed, let's import it and print its version to /workspace/test.txt:
```
pythonCopy code`<execute_ipython>
<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.
with open('/workspace/test.txt', 'w') as f:
f.write(f"pymsgbox version: {pymsgbox.__version__}")
print("Version written to /workspace/test.txt")

5
tests/integration/mock/CodeActAgent/test_ipython_module/response_003.log
View File

@@ -1 +1,4 @@
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!
Great! The task has been completed successfully. Let's verify the contents of the file to ensure everything is correct:
<execute_bash>
cat /workspace/test.txt

11
tests/integration/mock/CodeActAgent/test_ipython_module/response_004.log Normal file
View File

@@ -0,0 +1,11 @@
The task has been completed successfully. We have:
1. Installed pymsgbox version 1.0.9
2. Imported pymsgbox
3. Written its version to /workspace/test.txt
The contents of the file have been verified, showing the correct version (1.0.9) of pymsgbox.
Since there are no further tasks to complete, I'll end the conversation here.
<finish></finish>

4
tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -386,4 +388,4 @@ NOW, LET'S START!
Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
ENVIRONMENT REMINDER: You have 9 turns left to complete the task. When finished reply with <finish></finish>.

11
tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_002.log
View File

@@ -158,6 +158,7 @@ Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
@@ -376,6 +377,7 @@ Observation:
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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
@@ -388,11 +390,10 @@ Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmat
----------
Sure! I will create a shell script named `hello.sh` that prints "hello".
Let's start by creating the file and adding the necessary content.
Certainly! I'll create a shell script named 'hello.sh' that prints 'hello'. Here's how we'll do it:
<execute_bash>
echo -e '#!/bin/bash\n\necho "hello"' > hello.sh
echo '#!/bin/bash' > hello.sh
echo 'echo "hello"' >> hello.sh
chmod +x hello.sh
</execute_bash>
@@ -402,4 +403,4 @@ OBSERVATION:
[Command -1 finished with exit code 0]
ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
ENVIRONMENT REMINDER: You have 8 turns left to complete the task. When finished reply with <finish></finish>.

420
tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_003.log Normal file
View File

@@ -0,0 +1,420 @@
----------
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 use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
<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>.
Important, however: do not run interactive commands. You do not have access to stdin.
Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
The assistant can browse the Internet with <execute_browse> and </execute_browse>.
For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
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 interact with GitHub, use the $GITHUB_TOKEN environment variable.
For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If $GITHUB_TOKEN is not set, ask the user to set it.
Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
to view the file if you want to see more.
Args:
path: str: The path to the file to open, preferred absolute path.
line_number: int | None = 1: The line number to move to. Defaults to 1.
context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
goto_line(line_number: int) -> None:
Moves the window to show the specified line number.
Args:
line_number: int: The line number to move to.
scroll_down() -> None:
Moves the window down by 100 lines.
Args:
None
scroll_up() -> None:
Moves the window up by 100 lines.
Args:
None
create_file(filename: str) -> None:
Creates and opens a new file with the given name.
Args:
filename: str: The name of the file to create.
edit_file(file_name: str, to_replace: str, new_content: str) -> None:
Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
`edit_file` will only replace the *first* matching occurrences.
For example, given a file "/workspace/example.txt" with the following content:
```
line 1
line 2
line 2
line 3
```
EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='new line
line 3',
)
This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
The resulting file will be:
```
line 1
line 2
new line
line 3
```
REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='',
)
Args:
file_name: str: The name of the file to edit.
to_replace: str: The content to search for and replace.
new_content: str: The new content to replace the old content with.
insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
Insert content at the given line number in a file.
This will NOT modify the content of the lines before OR after the given line number.
For example, if the file has the following content:
```
line 1
line 2
line 3
```
and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
```
line 1
new line
line 2
line 3
```
Args:
file_name: str: The name of the file to edit.
line_number: int: The line number (starting from 1) to insert the content after.
content: str: The content to insert.
search_dir(search_term: str, dir_path: str = './') -> None:
Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
Args:
search_term: str: The term to search for.
dir_path: Optional[str]: The path to the directory to search.
search_file(search_term: str, file_path: Optional[str] = None) -> None:
Searches for search_term in file. If file is not provided, searches in the current open file.
Args:
search_term: str: The term to search for.
file_path: Optional[str]: The path to the file to search.
find_file(file_name: str, dir_path: str = './') -> None:
Finds all files with the given name in the specified directory.
Args:
file_name: str: The name of the file to find.
dir_path: Optional[str]: The path to the directory to search.
parse_pdf(file_path: str) -> None:
Parses the content of a PDF file and prints it.
Args:
file_path: str: The path to the file to open.
parse_docx(file_path: str) -> None:
Parses the content of a DOCX file and prints it.
Args:
file_path: str: The path to the file to open.
parse_latex(file_path: str) -> None:
Parses the content of a LaTex file and prints it.
Args:
file_path: str: The path to the file to open.
parse_pptx(file_path: str) -> None:
Parses the content of a pptx file and prints it.
Args:
file_path: str: The path to the file to open.
Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it 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.
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
ASSISTANT:
Sure! Let me create a Python file `app.py`:
<execute_ipython>
create_file('app.py')
</execute_ipython>
USER:
OBSERVATION:
[File: /workspace/app.py (1 lines total)]
1|
[File app.py created.]
ASSISTANT:
Now I will write the Python code for starting a web server and save it to the file `app.py`:
<execute_ipython>
EDITED_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)"""
insert_content_at_line(
'app.py',
1,
EDITED_CODE,
)
</execute_ipython>
USER:
OBSERVATION:
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
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>
Get the content on "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_ipython>
open_file('app.py')
</execute_ipython>
USER:
[File: /workspace/app.py (11 lines total)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
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_ipython>
edit_file(
'app.py',
to_replace=" return str(numbers)",
new_content=" return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
)
</execute_ipython>
USER:
Observation:
[File: /workspace/app.py (11 lines total after edit)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
Running the updated file:
<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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
----------
Certainly! I'll create a shell script named 'hello.sh' that prints 'hello'. Here's how we'll do it:
<execute_bash>
echo '#!/bin/bash' > hello.sh
echo 'echo "hello"' >> hello.sh
chmod +x hello.sh
</execute_bash>
----------
OBSERVATION:
[Command -1 finished with exit code 0]
----------
Great! The shell script has been created successfully. Let's verify its contents:
<execute_bash>
cat hello.sh
</execute_bash>
----------
OBSERVATION:
#!/bin/bash
echo "hello"
[Command -1 finished with exit code 0]
ENVIRONMENT REMINDER: You have 7 turns left to complete the task. When finished reply with <finish></finish>.

433
tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_004.log Normal file
View File

@@ -0,0 +1,433 @@
----------
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 use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
<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>.
Important, however: do not run interactive commands. You do not have access to stdin.
Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
The assistant can browse the Internet with <execute_browse> and </execute_browse>.
For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
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 interact with GitHub, use the $GITHUB_TOKEN environment variable.
For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
If $GITHUB_TOKEN is not set, ask the user to set it.
Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
to view the file if you want to see more.
Args:
path: str: The path to the file to open, preferred absolute path.
line_number: int | None = 1: The line number to move to. Defaults to 1.
context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
goto_line(line_number: int) -> None:
Moves the window to show the specified line number.
Args:
line_number: int: The line number to move to.
scroll_down() -> None:
Moves the window down by 100 lines.
Args:
None
scroll_up() -> None:
Moves the window up by 100 lines.
Args:
None
create_file(filename: str) -> None:
Creates and opens a new file with the given name.
Args:
filename: str: The name of the file to create.
edit_file(file_name: str, to_replace: str, new_content: str) -> None:
Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
`edit_file` will only replace the *first* matching occurrences.
For example, given a file "/workspace/example.txt" with the following content:
```
line 1
line 2
line 2
line 3
```
EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='new line
line 3',
)
This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
The resulting file will be:
```
line 1
line 2
new line
line 3
```
REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
edit_file(
'/workspace/example.txt',
to_replace='line 2
line 3',
new_content='',
)
Args:
file_name: str: The name of the file to edit.
to_replace: str: The content to search for and replace.
new_content: str: The new content to replace the old content with.
insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
Insert content at the given line number in a file.
This will NOT modify the content of the lines before OR after the given line number.
For example, if the file has the following content:
```
line 1
line 2
line 3
```
and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
```
line 1
new line
line 2
line 3
```
Args:
file_name: str: The name of the file to edit.
line_number: int: The line number (starting from 1) to insert the content after.
content: str: The content to insert.
search_dir(search_term: str, dir_path: str = './') -> None:
Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
Args:
search_term: str: The term to search for.
dir_path: Optional[str]: The path to the directory to search.
search_file(search_term: str, file_path: Optional[str] = None) -> None:
Searches for search_term in file. If file is not provided, searches in the current open file.
Args:
search_term: str: The term to search for.
file_path: Optional[str]: The path to the file to search.
find_file(file_name: str, dir_path: str = './') -> None:
Finds all files with the given name in the specified directory.
Args:
file_name: str: The name of the file to find.
dir_path: Optional[str]: The path to the directory to search.
parse_pdf(file_path: str) -> None:
Parses the content of a PDF file and prints it.
Args:
file_path: str: The path to the file to open.
parse_docx(file_path: str) -> None:
Parses the content of a DOCX file and prints it.
Args:
file_path: str: The path to the file to open.
parse_latex(file_path: str) -> None:
Parses the content of a LaTex file and prints it.
Args:
file_path: str: The path to the file to open.
parse_pptx(file_path: str) -> None:
Parses the content of a pptx file and prints it.
Args:
file_path: str: The path to the file to open.
Please note that THE `edit_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it 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.
Responses should be concise.
The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
If the assistant is finished with the task you MUST include <finish></finish> in your response.
IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
When handling files, try to use full paths and pwd to avoid errors.
----------
Here is an example of how you can interact with the environment for task solving:
--- START OF EXAMPLE ---
USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
ASSISTANT:
Sure! Let me create a Python file `app.py`:
<execute_ipython>
create_file('app.py')
</execute_ipython>
USER:
OBSERVATION:
[File: /workspace/app.py (1 lines total)]
1|
[File app.py created.]
ASSISTANT:
Now I will write the Python code for starting a web server and save it to the file `app.py`:
<execute_ipython>
EDITED_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)"""
insert_content_at_line(
'app.py',
1,
EDITED_CODE,
)
</execute_ipython>
USER:
OBSERVATION:
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
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>
Get the content on "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_ipython>
open_file('app.py')
</execute_ipython>
USER:
[File: /workspace/app.py (11 lines total)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return str(numbers)
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
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_ipython>
edit_file(
'app.py',
to_replace=" return str(numbers)",
new_content=" return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
)
</execute_ipython>
USER:
Observation:
[File: /workspace/app.py (11 lines total after edit)]
1|from flask import Flask
2|app = Flask(__name__)
3|
4|@app.route('/')
5|def index():
6| numbers = list(range(1, 11))
7| return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
8|
9|if __name__ == '__main__':
10| app.run(port=5000)
11|
[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:
Running the updated file:
<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. Let me know if you have any further requests!
<finish></finish>
--- END OF EXAMPLE ---
NOW, LET'S START!
----------
Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
----------
Certainly! I'll create a shell script named 'hello.sh' that prints 'hello'. Here's how we'll do it:
<execute_bash>
echo '#!/bin/bash' > hello.sh
echo 'echo "hello"' >> hello.sh
chmod +x hello.sh
</execute_bash>
----------
OBSERVATION:
[Command -1 finished with exit code 0]
----------
Great! The shell script has been created successfully. Let's verify its contents:
<execute_bash>
cat hello.sh
</execute_bash>
----------
OBSERVATION:
#!/bin/bash
echo "hello"
[Command -1 finished with exit code 0]
----------
The shell script 'hello.sh' has been created successfully with the correct content. Now, let's run it to make sure it works as expected:
<execute_bash>
./hello.sh
</execute_bash>
----------
OBSERVATION:
hello
[Command -1 finished with exit code 0]
ENVIRONMENT REMINDER: You have 6 turns left to complete the task. When finished reply with <finish></finish>.

7
tests/integration/mock/CodeActAgent/test_write_simple_script/response_001.log
View File

@@ -1,7 +1,6 @@
Sure! I will create a shell script named `hello.sh` that prints "hello".
Let's start by creating the file and adding the necessary content.
Certainly! I'll create a shell script named 'hello.sh' that prints 'hello'. Here's how we'll do it:
<execute_bash>
echo -e '#!/bin/bash\n\necho "hello"' > hello.sh
echo '#!/bin/bash' > hello.sh
echo 'echo "hello"' >> hello.sh
chmod +x hello.sh

11
tests/integration/mock/CodeActAgent/test_write_simple_script/response_002.log
View File

@@ -1,9 +1,4 @@
The shell script `hello.sh` has been created and made executable. Here is the content of the script:
Great! The shell script has been created successfully. Let's verify its contents:
```bash
#!/bin/bash
echo "hello"
```
Would you like me to run the script to verify it works as expected?
<execute_bash>
cat hello.sh

4
tests/integration/mock/CodeActAgent/test_write_simple_script/response_003.log Normal file
View File

@@ -0,0 +1,4 @@
The shell script 'hello.sh' has been created successfully with the correct content. Now, let's run it to make sure it works as expected:
<execute_bash>
./hello.sh

3
tests/integration/mock/CodeActAgent/test_write_simple_script/response_004.log Normal file
View File

@@ -0,0 +1,3 @@
The shell script 'hello.sh' has been created, verified, and executed successfully. It prints 'hello' as required. The task is complete.
<finish></finish>