Fix the issue of newly import package by including instruction for Kernel restart (#1609)

* fix the issue of newly import package by including instruction for kernel restart

* fix integration test for new prompt

* fix integration yet again

agenthub/codeact_agent/codeact_agent.py

@@ -50,6 +50,7 @@ def truncate_observation(observation: str, max_chars: int = 5000) -> str:
 
 
 class CodeActAgent(Agent):
+    VERSION = '1.1'
     """
     The Code Act Agent is a minimalist agent.
     The agent works by passing the model a list of action-observation pairs and prompting the model to take the next step.

agenthub/codeact_agent/prompt.py

@@ -37,6 +37,11 @@ For example, you can list the files in the current directory by <execute_bash> l
 The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
 The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
 The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
+If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
+<execute_ipython>
+import IPython
+IPython.Application.instance().kernel.do_shutdown(True)  # Restart the kernel
+</execute_ipython>
 
 {_COMMAND_DOCS}
 

tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log

@@ -12,6 +12,11 @@ For example, you can list the files in the current directory by <execute_bash> l
 The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
 The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
 The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
+If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
+<execute_ipython>
+import IPython
+IPython.Application.instance().kernel.do_shutdown(True)  # Restart the kernel
+</execute_ipython>
 
 
 Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:

tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_002.log

@@ -12,6 +12,11 @@ For example, you can list the files in the current directory by <execute_bash> l
 The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
 The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
 The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
+If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
+<execute_ipython>
+import IPython
+IPython.Application.instance().kernel.do_shutdown(True)  # Restart the kernel
+</execute_ipython>
 
 
 Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
@@ -216,10 +221,10 @@ Write a shell script 'hello.sh' that prints 'hello'.
 
 ----------
 
-Sure, I'll create a shell script named `hello.sh` that prints "hello". Let's start by writing the script.
+Certainly! I will create a shell script named `hello.sh` that contains the command to print 'hello'.
 
 <execute_bash>
-echo "echo 'hello'" > hello.sh
+echo "echo 'hello'" > hello.sh && chmod +x hello.sh
 </execute_bash>
 
 ----------

tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_003.log

@@ -12,6 +12,11 @@ For example, you can list the files in the current directory by <execute_bash> l
 The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
 The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
 The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
+If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
+<execute_ipython>
+import IPython
+IPython.Application.instance().kernel.do_shutdown(True)  # Restart the kernel
+</execute_ipython>
 
 
 Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
@@ -216,10 +221,10 @@ Write a shell script 'hello.sh' that prints 'hello'.
 
 ----------
 
-Sure, I'll create a shell script named `hello.sh` that prints "hello". Let's start by writing the script.
+Certainly! I will create a shell script named `hello.sh` that contains the command to print 'hello'.
 
 <execute_bash>
-echo "echo 'hello'" > hello.sh
+echo "echo 'hello'" > hello.sh && chmod +x hello.sh
 </execute_bash>
 
 ----------
@@ -230,8 +235,14 @@ OBSERVATION:
 
 ----------
 
-The shell script `hello.sh` has been successfully created. If you'd like, I can run the script to show you the output. Would you like me to proceed with executing the script?
+The shell script `hello.sh` has been created and made executable. Now, let's run the script to see the output.
+
+<execute_bash>
+./hello.sh
+</execute_bash>
 
 ----------
 
-can you run it to make sure it is working?
+OBSERVATION:
+hello
+[Command -1 finished with exit code 0]]

tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_004.log

@@ -12,6 +12,11 @@ For example, you can list the files in the current directory by <execute_bash> l
 The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
 The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
 The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
+If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
+<execute_ipython>
+import IPython
+IPython.Application.instance().kernel.do_shutdown(True)  # Restart the kernel
+</execute_ipython>
 
 
 Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
@@ -216,10 +221,10 @@ Write a shell script 'hello.sh' that prints 'hello'.
 
 ----------
 
-Sure, I'll create a shell script named `hello.sh` that prints "hello". Let's start by writing the script.
+Certainly! I will create a shell script named `hello.sh` that contains the command to print 'hello'.
 
 <execute_bash>
-echo "echo 'hello'" > hello.sh
+echo "echo 'hello'" > hello.sh && chmod +x hello.sh
 </execute_bash>
 
 ----------
@@ -230,18 +235,10 @@ OBSERVATION:
 
 ----------
 
-The shell script `hello.sh` has been successfully created. If you'd like, I can run the script to show you the output. Would you like me to proceed with executing the script?
-
-----------
-
-can you run it to make sure it is working?
-
-----------
-
-Certainly! Let's run the `hello.sh` script to ensure it's working as expected.
+The shell script `hello.sh` has been created and made executable. Now, let's run the script to see the output.
 
 <execute_bash>
-bash hello.sh
+./hello.sh
 </execute_bash>
 
 ----------
@@ -249,3 +246,11 @@ bash hello.sh
 OBSERVATION:
 hello
 [Command -1 finished with exit code 0]]
+
+----------
+
+The script executed successfully and printed "hello" as expected. If you have any more tasks or questions, feel free to ask!
+
+----------
+
+can you run it to make sure it is working?

tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_005.log

@@ -0,0 +1,270 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
+The assistant can install Python packages through bash by <execute_bash> pip install [package needed] </execute_bash> and should always import packages and define variables before starting to use them.
+The assistant should stop <execute> and provide an answer when they have already obtained the answer from the execution result.
+If the assistant encounters an import error in IPython for a newly installed package, they should try to restart the kernel and import the package again. IPython kernel can be re-started by:
+<execute_ipython>
+import IPython
+IPython.Application.instance().kernel.do_shutdown(True)  # Restart the kernel
+</execute_ipython>
+
+
+Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
+open <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
+goto <line_number> - moves the window to show <line_number>
+scroll_down - moves the window down {WINDOW} lines
+scroll_up - moves the window down {WINDOW} lines
+create <filename> - creates and opens a new file with the given name
+search_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory
+search_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file
+find_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory
+edit <start_line>:<end_line>
+<replacement_text>
+end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again.
+Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise, but do express their thoughts.
+Try to include one of <execute_ipython> or <execute_bash> in each of your responses, unless it is a direct answer to a question OR a message to the user.
+IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Can you create a list of numbers from 1 to 10, and create a web page to display them at port 5000?
+
+ASSISTANT:
+Sure! Let me write the Python code for starting a web server and save it to a file `app.py`:
+<execute_ipython>
+CODE='''
+from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)
+'''
+with open('app.py', 'w') as f:
+    f.write(CODE)
+</execute_ipython>
+
+USER:
+Observation:
+[Code executed successfully with no output]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+Observation:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+Observation:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+Observation:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+Observation:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_bash>
+open app.py
+</execute_bash>
+
+USER:
+[File: /workspace/app.py (11 lines total)]
+1:
+2:from flask import Flask
+3:app = Flask(__name__)
+4:
+5:@app.route('/')
+6:def index():
+7:    numbers = list(range(1, 11))
+8:    return str(numbers)
+9:
+10:if __name__ == '__main__':
+11:    app.run(port=5000)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. Let me do that for you:
+
+<execute_bash>
+edit 8:8 <<EOF
+    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+EOF
+</execute_bash>
+
+USER:
+Observation:
+[File: /workspace/app.py (11 lines total)]
+1:
+2:from flask import Flask
+3:app = Flask(__name__)
+4:
+5:@app.route('/')
+6:def index():
+7:    numbers = list(range(1, 11))
+8:    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+9:
+10:if __name__ == '__main__':
+11:    app.run(port=5000)
+File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
+
+ASSISTANT:
+The file has been updated. Let me run the Python file again with the new changes:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Free free to let me know if you have any further requests!
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+Write a shell script 'hello.sh' that prints 'hello'.
+
+----------
+
+Certainly! I will create a shell script named `hello.sh` that contains the command to print 'hello'.
+
+<execute_bash>
+echo "echo 'hello'" > hello.sh && chmod +x hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+[Command -1 finished with exit code 0]]
+
+----------
+
+The shell script `hello.sh` has been created and made executable. Now, let's run the script to see the output.
+
+<execute_bash>
+./hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+hello
+[Command -1 finished with exit code 0]]
+
+----------
+
+The script executed successfully and printed "hello" as expected. If you have any more tasks or questions, feel free to ask!
+
+----------
+
+can you run it to make sure it is working?
+
+----------
+
+Certainly! I will run the `hello.sh` script again to confirm that it is working as intended.
+
+<execute_bash>
+./hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+hello
+[Command -1 finished with exit code 0]]

tests/integration/mock/CodeActAgent/test_write_simple_script/response_001.log

@@ -1,4 +1,4 @@
-Sure, I'll create a shell script named `hello.sh` that prints "hello". Let's start by writing the script.
+Certainly! I will create a shell script named `hello.sh` that contains the command to print 'hello'.
 
 <execute_bash>
-echo "echo 'hello'" > hello.sh
+echo "echo 'hello'" > hello.sh && chmod +x hello.sh

tests/integration/mock/CodeActAgent/test_write_simple_script/response_002.log

@@ -1 +1,4 @@
-The shell script `hello.sh` has been successfully created. If you'd like, I can run the script to show you the output. Would you like me to proceed with executing the script?
+The shell script `hello.sh` has been created and made executable. Now, let's run the script to see the output.
+
+<execute_bash>
+./hello.sh

tests/integration/mock/CodeActAgent/test_write_simple_script/response_003.log

@@ -1,4 +1 @@
-Certainly! Let's run the `hello.sh` script to ensure it's working as expected.
-
-<execute_bash>
-bash hello.sh
+The script executed successfully and printed "hello" as expected. If you have any more tasks or questions, feel free to ask!

tests/integration/mock/CodeActAgent/test_write_simple_script/response_004.log

@@ -1 +1,4 @@
-The script `hello.sh` is working correctly and prints "hello" as expected. If you have any more tasks or need further modifications, feel free to let me know!
+Certainly! I will run the `hello.sh` script again to confirm that it is working as intended.
+
+<execute_bash>
+./hello.sh

tests/integration/mock/CodeActAgent/test_write_simple_script/response_005.log

@@ -0,0 +1 @@
+The script `hello.sh` is indeed working correctly, as it printed "hello" once more. If you need any further assistance or have another task in mind, just let me know!