Move message history out of CodeAct (#1847)

* stop keeping history state in codeact

* regenerate tests

* Update agenthub/codeact_agent/codeact_agent.py

Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>

* revert tests

* regen tests

* refactor codeact a bit

* regenerate without using LLM

* simplify logic

* change to heredoc

* fix heredoc

* fix end_of_edit docs

* regen tests

* regenerate

---------

Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: Boxuan Li <liboxuan@connect.hku.hk>

agenthub/codeact_agent/codeact_agent.py

@@ -41,6 +41,57 @@ def parse_response(response) -> str:
     return action
 
 
+def action_to_str(action: Action) -> str:
+    if isinstance(action, CmdRunAction):
+        return f'{action.thought}\n<execute_bash>\n{action.command}\n</execute_bash>'
+    elif isinstance(action, IPythonRunCellAction):
+        return f'{action.thought}\n<execute_ipython>\n{action.code}\n</execute_ipython>'
+    elif isinstance(action, BrowseInteractiveAction):
+        return f'{action.thought}\n<execute_browse>\n{action.browser_actions}\n</execute_browse>'
+    elif isinstance(action, MessageAction):
+        return action.content
+    return ''
+
+
+def get_action_message(action: Action) -> dict[str, str] | None:
+    if (
+        isinstance(action, BrowseInteractiveAction)
+        or isinstance(action, CmdRunAction)
+        or isinstance(action, IPythonRunCellAction)
+        or isinstance(action, MessageAction)
+    ):
+        return {
+            'role': 'user' if action.source == 'user' else 'assistant',
+            'content': action_to_str(action),
+        }
+    return None
+
+
+def get_observation_message(obs) -> dict[str, str] | None:
+    if isinstance(obs, CmdOutputObservation):
+        content = 'OBSERVATION:\n' + truncate_observation(obs.content)
+        content += (
+            f'\n[Command {obs.command_id} finished with exit code {obs.exit_code}]]'
+        )
+        return {'role': 'user', 'content': content}
+    elif isinstance(obs, IPythonRunCellObservation):
+        content = 'OBSERVATION:\n' + obs.content
+        # replace base64 images with a placeholder
+        splitted = content.split('\n')
+        for i, line in enumerate(splitted):
+            if '![image](data:image/png;base64,' in line:
+                splitted[i] = (
+                    '![image](data:image/png;base64, ...) already displayed to user'
+                )
+        content = '\n'.join(splitted)
+        content = truncate_observation(content)
+        return {'role': 'user', 'content': content}
+    elif isinstance(obs, BrowserOutputObservation):
+        content = 'OBSERVATION:\n' + truncate_observation(obs.content)
+        return {'role': 'user', 'content': content}
+    return None
+
+
 def truncate_observation(observation: str, max_chars: int = 10_000) -> str:
     """
     Truncate the middle of the observation if it is too long.
@@ -55,37 +106,6 @@ def truncate_observation(observation: str, max_chars: int = 10_000) -> str:
     )
 
 
-def swe_agent_edit_hack(bash_command: str) -> str:
-    """
-    Hack to handle the SWE-agent edit command. The vanilla edit command will hang the SSHBox.
-
-    REPLACE THIS:
-    edit 683:693
-            try:
-                return list(urlsplit(url))
-            except ValueError:
-                raise ValidationError(self.error_messages['invalid'], code='invalid')
-    end_of_edit
-
-    WITH THIS:
-    edit 683:693 <<EOF
-            try:
-                return list(urlsplit(url))
-            except ValueError:
-                raise ValidationError(self.error_messages['invalid'], code='invalid')
-    EOF
-    """
-    if 'edit' in bash_command:
-        # edit\s(\d+):(\d+)([\s\S]*)end_of_edit
-        # replace
-        bash_command = re.sub(
-            r'edit\s(\d+):(\d+)([\s\S]*?)end_of_edit',
-            r'edit \1:\2 <<EOF\3EOF',
-            bash_command,
-        )
-    return bash_command
-
-
 class CodeActAgent(Agent):
     VERSION = '1.4'
     """
@@ -153,13 +173,6 @@ class CodeActAgent(Agent):
         Resets the CodeAct Agent.
         """
         super().reset()
-        self.messages: list[dict[str, str]] = [
-            {'role': 'system', 'content': self.system_message},
-            {
-                'role': 'user',
-                'content': f"Here is an example of how you can interact with the environment for task solving:\n{EXAMPLES}\n\nNOW, LET'S START!\n",
-            },
-        ]
         self.cost_accumulator = 0
 
     def step(self, state: State) -> Action:
@@ -177,49 +190,33 @@ class CodeActAgent(Agent):
         - MessageAction(content) - Message action to run (e.g. ask for clarification)
         - AgentFinishAction() - end the interaction
         """
+        messages: list[dict[str, str]] = [
+            {'role': 'system', 'content': self.system_message},
+            {
+                'role': 'user',
+                'content': f"Here is an example of how you can interact with the environment for task solving:\n{EXAMPLES}\n\nNOW, LET'S START!",
+            },
+        ]
+
+        for prev_action, obs in state.history:
+            action_message = get_action_message(prev_action)
+            if action_message:
+                messages.append(action_message)
 
-        updated_info = state.updated_info
-        if updated_info:
-            for prev_action, obs in updated_info:
-                if (
-                    isinstance(prev_action, MessageAction)
-                    and prev_action.source == 'user'
-                ):
-                    self.messages.append(
-                        {'role': 'user', 'content': prev_action.content}
-                    )
-                    if prev_action.content.strip() == '/exit':
-                        # User wants to exit
-                        return AgentFinishAction()
-
-                if isinstance(obs, CmdOutputObservation):
-                    content = 'OBSERVATION:\n' + truncate_observation(obs.content)
-                    content += f'\n[Command {obs.command_id} finished with exit code {obs.exit_code}]]'
-                    self.messages.append({'role': 'user', 'content': content})
-                elif isinstance(obs, IPythonRunCellObservation):
-                    content = 'OBSERVATION:\n' + obs.content
-                    # replace base64 images with a placeholder
-                    splitted = content.split('\n')
-                    for i, line in enumerate(splitted):
-                        if '![image](data:image/png;base64,' in line:
-                            splitted[i] = (
-                                '![image](data:image/png;base64, ...) already displayed to user'
-                            )
-                    content = '\n'.join(splitted)
-                    content = truncate_observation(content)
-                    self.messages.append({'role': 'user', 'content': content})
-                elif isinstance(obs, BrowserOutputObservation):
-                    content = 'OBSERVATION:\n' + truncate_observation(obs.content)
-                    self.messages.append({'role': 'user', 'content': content})
-
-        latest_user_message = [m for m in self.messages if m['role'] == 'user'][-1]
+            obs_message = get_observation_message(obs)
+            if obs_message:
+                messages.append(obs_message)
+
+        latest_user_message = [m for m in messages if m['role'] == 'user'][-1]
         if latest_user_message:
+            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.'
             )
 
         response = self.llm.completion(
-            messages=self.messages,
+            messages=messages,
             stop=[
                 '</execute_ipython>',
                 '</execute_bash>',
@@ -232,9 +229,8 @@ class CodeActAgent(Agent):
 
         action_str: str = parse_response(response)
         state.num_of_chars += sum(
-            len(message['content']) for message in self.messages
+            len(message['content']) for message in messages
         ) + len(action_str)
-        self.messages.append({'role': 'assistant', 'content': action_str})
 
         if finish_command := re.search(r'<finish>.*</finish>', action_str, re.DOTALL):
             thought = action_str.replace(finish_command.group(0), '').strip()
@@ -246,7 +242,6 @@ class CodeActAgent(Agent):
             thought = action_str.replace(bash_command.group(0), '').strip()
             # a command was found
             command_group = bash_command.group(1).strip()
-            command_group = swe_agent_edit_hack(command_group)
 
             if command_group.strip() == 'exit':
                 return AgentFinishAction()

agenthub/codeact_agent/prompt.py

@@ -16,9 +16,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 """
 
 COMMAND_DOCS = (
@@ -200,9 +200,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:

opendevin/runtime/plugins/swe_agent_commands/cursors_edit_linting.sh

@@ -1,10 +1,9 @@
 # @yaml
 # signature: |-
-#   edit
+#   edit <<EOF
 #   <replacement_text>
-#   end_of_edit
-# docstring: replaces *all* of the text between the START CURSOR and the END CURSOR with the replacement_text. 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. To enter text at the beginning of the file, set START CURSOR and END CURSOR to 0. Use set_cursors to move the cursors around. Python files will be checked for syntax errors after the edit.
-# end_name: end_of_edit
+#   EOF
+# docstring: replaces *all* of the text between the START CURSOR and the END CURSOR with the replacement_text. The replacement text is delineated using heredoc syntax. All of the <replacement_text> will be entered, so make sure your indentation is formatted properly. To enter text at the beginning of the file, set START CURSOR and END CURSOR to 0. Use set_cursors to move the cursors around. Python files will be checked for syntax errors after the edit.
 # arguments:
 #   replacement_text:
 #     type: string

opendevin/runtime/plugins/swe_agent_commands/edit_linting.sh

@@ -1,10 +1,9 @@
 # @yaml
 # signature: |-
-#   edit <start_line>:<end_line>
+#   edit <start_line>:<end_line> <<EOF
 #   <replacement_text>
-#   end_of_edit
-# docstring: replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
-# end_name: end_of_edit
+#   EOF
+# docstring: replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 # arguments:
 #   start_line:
 #     type: integer

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -235,12 +235,9 @@ 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.
-
 ----------
 
-Let's start by examining the contents of `bad.txt` to identify the typos. I'll read the file first.
-
+Let's first view the content of the file `bad.txt` to identify the typos that need to be fixed.
 <execute_bash>
 cat bad.txt
 </execute_bash>
@@ -248,9 +245,9 @@ cat bad.txt
 ----------
 
 OBSERVATION:
-This is a stupid typoo.
-Really?
-No mor typos!
+This is a stupid typoo.
+Really?
+No mor typos!
 Enjoy!
 [Command -1 finished with exit code 0]]
 

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -235,12 +235,9 @@ 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.
-
 ----------
 
-Let's start by examining the contents of `bad.txt` to identify the typos. I'll read the file first.
-
+Let's first view the content of the file `bad.txt` to identify the typos that need to be fixed.
 <execute_bash>
 cat bad.txt
 </execute_bash>
@@ -248,52 +245,27 @@ cat bad.txt
 ----------
 
 OBSERVATION:
-This is a stupid typoo.
-Really?
-No mor typos!
+This is a stupid typoo.
+Really?
+No mor typos!
 Enjoy!
 [Command -1 finished with exit code 0]]
 
-ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
-
 ----------
 
-I'll correct the typos in the file `bad.txt`. Here are the corrections:
-- "typoo" should be "typo"
-- "mor" should be "more"
-
-Let me update the file accordingly.
-
+Let's correct the typos in the file `bad.txt`. I will open the file for editing and fix the typos without asking for confirmation.
 <execute_bash>
 open bad.txt
-edit 1:1
-This is a stupid typo.
-end_of_edit
-edit 3:3
-No more typos!
-end_of_edit
 </execute_bash>
 
 ----------
 
 OBSERVATION:
-[File: /workspace/bad.txt (4 lines total)]
-1:This is a stupid typoo.
-2:Really?
-3:No mor typos!
+[File: /workspace/bad.txt (4 lines total)]
+1:This is a stupid typoo.
+2:Really?
+3:No mor typos!
 4:Enjoy!
-> > [File: /workspace/bad.txt (4 lines total)]
-1:This is a stupid typo.
-2:Really?
-3:No mor typos!
-4:Enjoy!
-File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
-> > [File: /workspace/bad.txt (4 lines total)]
-1:This is a stupid typo.
-2:Really?
-3:No more typos!
-4:Enjoy!
-File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
 [Command -1 finished with exit code 0]]
 
 ENVIRONMENT REMINDER: You have 7 turns left to complete the task.

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

@@ -0,0 +1,293 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
+For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
+The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
+For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If you require access to GitHub but $GITHUB_TOKEN is not set, ask the user to set it for you.
+
+
+Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
+open <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
+goto <line_number> - moves the window to show <line_number>
+scroll_down - moves the window down {WINDOW} lines
+scroll_up - moves the window down {WINDOW} lines
+create <filename> - creates and opens a new file with the given name
+search_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory
+search_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file
+find_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory
+edit <start_line>:<end_line> <<EOF
+<replacement_text>
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
+IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Can you create a list of numbers from 1 to 10, and create a web page to display them at port 5000?
+
+ASSISTANT:
+Sure! Let me write the Python code for starting a web server and save it to a file `app.py`:
+<execute_ipython>
+CODE='''
+from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)
+'''
+with open('app.py', 'w') as f:
+    f.write(CODE)
+</execute_ipython>
+
+USER:
+Observation:
+[Code executed successfully with no output]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+Observation:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+Observation:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+Observation:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+goto("http://127.0.0.1:5000")
+</execute_browse>
+
+USER:
+Observation:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+Observation:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_bash>
+open app.py
+</execute_bash>
+
+USER:
+[File: /workspace/app.py (11 lines total)]
+1:
+2:from flask import Flask
+3:app = Flask(__name__)
+4:
+5:@app.route('/')
+6:def index():
+7:    numbers = list(range(1, 11))
+8:    return str(numbers)
+9:
+10:if __name__ == '__main__':
+11:    app.run(port=5000)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_bash>
+edit 8:8 <<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!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Let's first view the content of the file `bad.txt` to identify the typos that need to be fixed.
+<execute_bash>
+cat bad.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+This is a stupid typoo.
+Really?
+No mor typos!
+Enjoy!
+[Command -1 finished with exit code 0]]
+
+----------
+
+Let's correct the typos in the file `bad.txt`. I will open the file for editing and fix the typos without asking for confirmation.
+<execute_bash>
+open bad.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+1:This is a stupid typoo.
+2:Really?
+3:No mor typos!
+4:Enjoy!
+[Command -1 finished with exit code 0]]
+
+----------
+
+I will now fix the typos in the file `bad.txt` without asking for confirmation. Let me edit the file and correct the typos.
+<execute_bash>
+edit 1:3 <<EOF
+This is a stupid typo.
+Really?
+No more typos!
+EOF
+</execute_bash>
+
+----------
+
+OBSERVATION:
+> > > > [File: /workspace/bad.txt (4 lines total)]
+1:This is a stupid typo.
+2:Really?
+3:No more typos!
+4:Enjoy!
+File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
+[Command -1 finished with exit code 0]]
+
+ENVIRONMENT REMINDER: You have 6 turns left to complete the task.

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

@@ -0,0 +1,306 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+The assistant can browse the Internet with commands on behalf of the user by wrapping them with <execute_browse> and </execute_browse>.
+For example, you can browse a given URL by <execute_browse> goto("<URL>") </execute_browse>.
+The assistant should attempt fewer things at a time instead of putting too much commands OR code in one "execute" block.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To do any activities on GitHub, you should use the token in the $GITHUB_TOKEN environment variable.
+For instance, to push a local branch `my_branch` to the github repo `owner/repo`, you can use the following four commands:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If you require access to GitHub but $GITHUB_TOKEN is not set, ask the user to set it for you.
+
+
+Apart from the standard bash commands, you can also use the following special commands in <execute_bash> environment:
+open <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
+goto <line_number> - moves the window to show <line_number>
+scroll_down - moves the window down {WINDOW} lines
+scroll_up - moves the window down {WINDOW} lines
+create <filename> - creates and opens a new file with the given name
+search_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory
+search_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file
+find_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory
+edit <start_line>:<end_line> <<EOF
+<replacement_text>
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+You should include ONLY ONE <execute_ipython> or <execute_bash> or <execute_browse> in every one of your responses, unless you are finished with the task or need more input or action from the user in order to proceed.
+IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> or <execute_browse> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Can you create a list of numbers from 1 to 10, and create a web page to display them at port 5000?
+
+ASSISTANT:
+Sure! Let me write the Python code for starting a web server and save it to a file `app.py`:
+<execute_ipython>
+CODE='''
+from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)
+'''
+with open('app.py', 'w') as f:
+    f.write(CODE)
+</execute_ipython>
+
+USER:
+Observation:
+[Code executed successfully with no output]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+Observation:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+Observation:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+Observation:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+goto("http://127.0.0.1:5000")
+</execute_browse>
+
+USER:
+Observation:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+Observation:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_bash>
+open app.py
+</execute_bash>
+
+USER:
+[File: /workspace/app.py (11 lines total)]
+1:
+2:from flask import Flask
+3:app = Flask(__name__)
+4:
+5:@app.route('/')
+6:def index():
+7:    numbers = list(range(1, 11))
+8:    return str(numbers)
+9:
+10:if __name__ == '__main__':
+11:    app.run(port=5000)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_bash>
+edit 8:8 <<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!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Let's first view the content of the file `bad.txt` to identify the typos that need to be fixed.
+<execute_bash>
+cat bad.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+This is a stupid typoo.
+Really?
+No mor typos!
+Enjoy!
+[Command -1 finished with exit code 0]]
+
+----------
+
+Let's correct the typos in the file `bad.txt`. I will open the file for editing and fix the typos without asking for confirmation.
+<execute_bash>
+open bad.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+1:This is a stupid typoo.
+2:Really?
+3:No mor typos!
+4:Enjoy!
+[Command -1 finished with exit code 0]]
+
+----------
+
+I will now fix the typos in the file `bad.txt` without asking for confirmation. Let me edit the file and correct the typos.
+<execute_bash>
+edit 1:3 <<EOF
+This is a stupid typo.
+Really?
+No more typos!
+EOF
+</execute_bash>
+
+----------
+
+OBSERVATION:
+> > > > [File: /workspace/bad.txt (4 lines total)]
+1:This is a stupid typo.
+2:Really?
+3:No more typos!
+4:Enjoy!
+File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
+[Command -1 finished with exit code 0]]
+
+----------
+
+The typos in the file `bad.txt` have been corrected. Let me save the changes and close the file.
+<execute_bash>
+save bad.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+-bash: save: command not found
+[Command -1 finished with exit code 127]]
+
+ENVIRONMENT REMINDER: You have 5 turns left to complete the task.

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

@@ -1,4 +1,3 @@
-Let's start by examining the contents of `bad.txt` to identify the typos. I'll read the file first.
-
+Let's first view the content of the file `bad.txt` to identify the typos that need to be fixed.
 <execute_bash>
 cat bad.txt

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

@@ -1,14 +1,3 @@
-I'll correct the typos in the file `bad.txt`. Here are the corrections:
-- "typoo" should be "typo"
-- "mor" should be "more"
-
-Let me update the file accordingly.
-
+Let's correct the typos in the file `bad.txt`. I will open the file for editing and fix the typos without asking for confirmation.
 <execute_bash>
 open bad.txt
-edit 1:1
-This is a stupid typo.
-end_of_edit
-edit 3:3
-No more typos!
-end_of_edit

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

@@ -1,8 +1,7 @@
-The typos in `bad.txt` have been corrected successfully. The file now reads correctly as follows:
-
-1. This is a stupid typo.
-2. Really?
-3. No more typos!
-4. Enjoy!
-
-The task is completed. If you have any more requests or need further assistance, feel free to let me know!
+I will now fix the typos in the file `bad.txt` without asking for confirmation. Let me edit the file and correct the typos.
+<execute_bash>
+edit 1:3 <<EOF
+This is a stupid typo.
+Really?
+No more typos!
+EOF

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

@@ -0,0 +1,3 @@
+The typos in the file `bad.txt` have been corrected. Let me save the changes and close the file.
+<execute_bash>
+save bad.txt

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

@@ -0,0 +1,3 @@
+Apologies for the confusion. Let me save and close the file `bad.txt` for you without using the `save` command.
+<execute_bash>
+exit

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -235,15 +235,12 @@ 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.
-
 ----------
 
-I will write the text 'hello world' to the file '/workspace/test.txt' using Jupyter IPython. Let's proceed:
-
+Sure! Let me write 'hello world' to a text file named 'test.txt' in the '/workspace' directory without asking for confirmation:
 <execute_ipython>
-with open('/workspace/test.txt', 'w') as file:
-    file.write('hello world')
+with open('/workspace/test.txt', 'w') as f:
+    f.write('hello world')
 </execute_ipython>
 
 ----------

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

@@ -1,5 +1,4 @@
-I will write the text 'hello world' to the file '/workspace/test.txt' using Jupyter IPython. Let's proceed:
-
+Sure! Let me write 'hello world' to a text file named 'test.txt' in the '/workspace' directory without asking for confirmation:
 <execute_ipython>
-with open('/workspace/test.txt', 'w') as file:
-    file.write('hello world')
+with open('/workspace/test.txt', 'w') as f:
+    f.write('hello world')

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

@@ -1 +1 @@
-The text 'hello world' has been successfully written to the file '/workspace/test.txt'. If you need any further assistance or another task, feel free to let me know!
+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!

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -231,7 +231,6 @@ The server is running on port 5000 with PID 126. You can access the list of numb
 
 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.

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -231,26 +231,23 @@ The server is running on port 5000 with PID 126. You can access the list of numb
 
 NOW, LET'S START!
 
-
 ----------
 
 Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
 
-ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
-
 ----------
 
 Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
 
 
 ```
-pythonCopy code`<execute_ipython>
-# Install pymsgbox version 1.0.9
-%pip install pymsgbox==1.0.9
-</execute_ipython>`
+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!
-
+<execute_ipython>
+# Install pymsgbox version 1.0.9
+%pip install pymsgbox==1.0.9
+</execute_ipython>
 
 ----------
 

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -231,41 +231,39 @@ The server is running on port 5000 with PID 126. You can access the list of numb
 
 NOW, LET'S START!
 
-
 ----------
 
 Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
 
-ENVIRONMENT REMINDER: You have 9 turns left to complete the task.
-
 ----------
 
 Understood! Let's proceed by installing the `pymsgbox` package version 1.0.9:
 
 
 ```
-pythonCopy code`<execute_ipython>
-# Install pymsgbox version 1.0.9
-%pip install pymsgbox==1.0.9
-</execute_ipython>`
+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!
-
+<execute_ipython>
+# Install pymsgbox version 1.0.9
+%pip install pymsgbox==1.0.9
+</execute_ipython>
 
 ----------
 
 OBSERVATION:
 Package installed successfully
 
-ENVIRONMENT REMINDER: You have 8 turns left to complete the task.
-
 ----------
 
 Now that `pymsgbox` is installed, let's import it and print its version to a file named `test.txt`:
 
 
 ```
-pythonCopy code`<execute_ipython>
+pythonCopy code``
+```
+This will import `pymsgbox`, retrieve its version, and then write the version to the `test.txt` file in the `/workspace` directory.
+<execute_ipython>
 import pymsgbox
 
 # Get the version of pymsgbox
@@ -274,10 +272,7 @@ 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.
-
+</execute_ipython>
 
 ----------
 

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:

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

@@ -28,9 +28,9 @@ 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>
+edit <start_line>:<end_line> <<EOF
 <replacement_text>
-end_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
+EOF - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is delineated using heredoc syntax. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again. Remember, the file must be open before editing.
 Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. If you'd like to add the line '        print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
 
 The assistant's response should be concise.
@@ -192,9 +192,9 @@ USER:
 ASSISTANT:
 I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
 <execute_bash>
-edit 8:8
+edit 8:8 <<EOF
     return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
-end_of_edit
+EOF
 </execute_bash>
 
 USER:
@@ -235,20 +235,20 @@ 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.
-
 ----------
 
-I will create and write the shell script `hello.sh` that prints "hello". Let's proceed with that.
-
+I will create a shell script named 'hello.sh' that prints 'hello' without asking for confirmation. Let me write the script for you:
 <execute_bash>
-echo "echo hello" > hello.sh
+cat <<EOF > hello.sh
+#!/bin/bash
+echo "hello"
+EOF
 </execute_bash>
 
 ----------
 
 OBSERVATION:
-
+> > >
 [Command -1 finished with exit code 0]]
 
 ENVIRONMENT REMINDER: You have 8 turns left to complete the task.

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

@@ -1,4 +1,7 @@
-I will create and write the shell script `hello.sh` that prints "hello". Let's proceed with that.
+I will create a shell script named 'hello.sh' that prints 'hello' without asking for confirmation. Let me write the script for you:
 
 <execute_bash>
-echo "echo hello" > hello.sh
+cat <<EOF > hello.sh
+#!/bin/bash
+echo "hello"
+EOF

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

@@ -1 +1 @@
-The shell script `hello.sh` has been successfully created and written. If you need anything else, feel free to ask!
+The shell script 'hello.sh' that prints 'hello' has been successfully created. If you have any more requests or need further assistance, feel free to let me know!

tests/integration/regenerate.sh

@@ -141,8 +141,11 @@ for ((i = 0; i < num_of_tests; i++)); do
       set +e
     fi
 
-    run_test
-    TEST_STATUS=$?
+    TEST_STATUS=1
+    if [ -z $SKIP_TEST ]; then
+      run_test
+      TEST_STATUS=$?
+    fi
     # Re-enable 'exit on error'
     set -e