[Arch] Support integration tests using EventStream Runtime (#3184)

* Remove global config from memory

* Remove runtime global config

* Remove from storage

* Remove global config

* Fix event stream tests

* Fix sandbox issue

* Change config

* Removed transferred tests

* Add swe env box

* Fixes on testing

* Fixed some tests

* Merge with stashed changes

* Fix typing

* Fix ipython test

* Revive function

* Make temp_dir fixture

* Remove test to avoid circular import

* fix eventstream filestore for test_runtime

* fix parse arg issue that cause integration test to fail

* support swebench pull from custom namespace

* add back simple tests for runtime

* move multi-line bash tests to test_runtime;
support multi-line bash for esruntime;

* add testcase to handle PS2 prompt

* use bashlex for bash parsing to handle multi-line commands;
add testcases for multi-line commands

* revert ghcr runtime change

* Apply stash

* fix run as other user;
make test async;

* fix test runtime for run as od

* add run-as-devin to all the runtime tests

* handle the case when username is root

* move all run-as-devin tests from sandbox;
only tests a few cases on different user to save time;

* move over multi-line echo related tests to test_runtime

* fix user-specific jupyter by fixing the pypoetry virtualenv folder

* make plugin's init async;
chdir at initialization of jupyter plugin;
move ipy simple testcase to test runtime;

* support agentskills import in
move tests for jupyter pwd tests;
overload `add_env_vars` for EventStreamRuntime to update env var also in Jupyter;
make agentskills read env var lazily, in case env var is updated;

* fix ServerRuntime agentskills issue

* move agnostic image test to test_runtime

* merge runtime tests in CI

* fix enable auto lint as env var

* update warning message

* update warning message

* test for different container images

* change parsing output as debug

* add exception handling for update_pwd_decorator

* fix unit test indentation

* add plugins as default input to Runtime class;
remove init_sandbox_plugins;
implement add_env_var (include jupyter) in the base class;

* fix server runtime auto lint

* Revert "add exception handling for update_pwd_decorator"

This reverts commit 2b668b1506.

* tries to print debugging info for agentskills

* explictly setting uid (try fix permission issue)

* Revert "tries to print debugging info for agentskills"

This reverts commit 8be4c86756.

* set sandbox user id during testing to hopefully fix the permission issue

* add browser tools for server runtime

* try to debug for old pwd

* update debug cmd

* only test agnostic runtime when TEST_RUNTIME is Server

* fix temp dir mkdir

* load TEST_RUNTIME at the beginning

* remove ipython tests

* only log to file when DEBUG

* default logging to project root

* temporarily remove log to file

* fix LLM logger dir

* fix logger

* make set pwd an optional aux action

* fix prev pwd

* fix infinity recursion

* simplify

* do not import the whole od library to avoid logger folder by jupyter

* fix browsing

* increase timeout

* attempt to fix agentskills yet again

* clean up in testcases, since CI maybe run as non-root

* add _cause attribute for event.id

* remove parent

* add a bunch of debugging statement again for CI :(

* fix temp_dir fixture

* change all temp dir to follow pytest's tmp_path_factory

* remove extra bracket

* clean up error printing a bit

* jupyter chdir to self.config.workspace_mount_path_in_sandbox on initialization

* jupyter chdir to self.config.workspace_mount_path_in_sandbox on initialization

* add typing for tmp dir fixture

* clear the directory before running the test to avoid weird CI temp dir

* remove agnostic test case for server runtime

* Revert "remove agnostic test case for server runtime"

This reverts commit 30e2181c3f.

* disable agnostic tests in CI

* fix test

* make sure plugin arg is not passed when no plugin is specified;
remove redundant on_event function;

* move mock prompt

* rename runtime

* remove extra logging

* refactor run_controller's interface;
support multiple runtime for integration test;
filter out hostname for prompt

* uncomment other tests

* pass the right runtime to controller

* log runtime when start

* uncomment tests

* improve symbol filters

* add intergration test prompts that seemd ok

* add integration test workflow

* add python3 to default ubuntu image

* symlink python and fix permission to jupyter pip

* add retry for jupyter execute server

* fix jupyter pip install;
add post-process for jupyter pip install;
simplify init by add agent_skills path to PYTHONPATH;
add testcase to tests jupyter pip install;

* fix bug

* use ubuntu:22.04 for eventstream integration tests

* add todo

* update testcase

* remove redundant code

* fix unit test

* reduce dependency for runtime

* try making llama-index an optional dependency that's not installed by default

* remove pip install since it seemd not needed

* log ipython execution;
await write message since it returns a future

* update ipy testcase

* do not install llama-index in CI

* do not install llama-index in the app docker as well

* set sandbox container image in the integration test script

* log plugins & env var for runtime

* update conftest for sha256

* add git

* remove all non-alphanumeric chalracters

* add working ipy module tests!

* default to use host network

* remove is_async from browser to make thing a little more reliable;
retry loading browser when error;

* add sleep to wait a bit for http server

* kill http server before regenerate browsing tests

* fix browsing

* only set sandbox container image if undefined

* skip empty config value

* update evaluation to use the latest run_controller

* revert logger in execute_server to be compatible with server runtime

* revert logging level to fix jupyter

* set logger level

* revert the logging

* chmod for workspace to fix permission

* support getting timeout from action

* update test for server runtime

* try to fix file permission

* fix test_cmd_run_action_serialization_deserialization test (added timeout)

* poetry: pip 24.2, torch 2.2.2

* revert adding pip to pyproject.toml

* add build to dependencies in pyproject.toml

* forgot poetry lock --no-update

* fix a DelegatorAgent prompt_002.log (timeout)

* fix a DelegatorAgent prompt_003.log (timeout)

* couple more timeout attribs in prompt files

* some more prompt files

* prompts galore

* add clarification comment for timeout

* default timeout to config

* add assert

* update integraton tests for eventstream

* update integration tests

* fix timeout for action<->dict

* remove redundant on_event

* fix action execution timeout

* updatelock

---------

Co-authored-by: Graham Neubig <neubig@gmail.com>
Co-authored-by: tobitege <tobitege@gmx.de>

tests/integration/conftest.py

@@ -4,6 +4,7 @@ import re
 import shutil
 import subprocess
 import tempfile
+import time
 from functools import partial
 from http.server import HTTPServer, SimpleHTTPRequestHandler
 from threading import Thread
@@ -16,10 +17,18 @@ from opendevin.llm.llm import message_separator
 script_dir = os.environ.get('SCRIPT_DIR')
 project_root = os.environ.get('PROJECT_ROOT')
 workspace_path = os.environ.get('WORKSPACE_BASE')
+test_runtime = os.environ.get('TEST_RUNTIME')
+MOCK_ROOT_DIR = os.path.join(
+    script_dir,
+    'mock',
+    f'{test_runtime}_runtime',
+    os.environ.get('DEFAULT_AGENT'),
+)
 
 assert script_dir is not None, 'SCRIPT_DIR environment variable is not set'
 assert project_root is not None, 'PROJECT_ROOT environment variable is not set'
 assert workspace_path is not None, 'WORKSPACE_BASE environment variable is not set'
+assert test_runtime is not None, 'TEST_RUNTIME environment variable is not set'
 
 
 class SecretExit(Exception):
@@ -37,7 +46,19 @@ def pytest_exception_interact(node, call, report):
 
 
 def filter_out_symbols(input):
+    # remove shell hostname patterns (e.g., will change between each run)
+    # opendevin@379c7fce40b4:/workspace $
+    input = re.sub(r'(opendevin|root)@.*(:/.*)', r'\1[DUMMY_HOSTNAME]\2', input)
+
+    # handle sha256 hashes
+    # sha256=4ecf8be428f55981e2a188f510ba5f9022bed88f5fb404d7d949f44382201e3d
+    input = re.sub(r'sha256=[a-z0-9]+', 'sha256=[DUMMY_HASH]', input)
+
+    # remove newlines and whitespace
     input = re.sub(r'\\n|\\r\\n|\\r|\s+', '', input)
+
+    # remove all non-alphanumeric characters
+    input = re.sub(r'[^a-zA-Z0-9]', '', input)
     return input
 
 
@@ -54,9 +75,7 @@ def apply_prompt_and_get_mock_response(test_name: str, messages: str, id: int) -
     Note: this function blindly replaces existing prompt file with the given
     input without checking the contents.
     """
-    mock_dir = os.path.join(
-        script_dir, 'mock', os.environ.get('DEFAULT_AGENT'), test_name
-    )
+    mock_dir = os.path.join(MOCK_ROOT_DIR, test_name)
     prompt_file_path = os.path.join(mock_dir, f'prompt_{"{0:03}".format(id)}.log')
     resp_file_path = os.path.join(mock_dir, f'response_{"{0:03}".format(id)}.log')
     try:
@@ -88,16 +107,14 @@ def get_mock_response(test_name: str, messages: str, id: int) -> str:
     we start from the end of the file, but again, that is unnecessary and only
     makes test code harder to understand.
     """
+    mock_dir = os.path.join(MOCK_ROOT_DIR, test_name)
     prompt = filter_out_symbols(messages)
-    mock_dir = os.path.join(
-        script_dir, 'mock', os.environ.get('DEFAULT_AGENT'), test_name
-    )
     prompt_file_path = os.path.join(mock_dir, f'prompt_{"{0:03}".format(id)}.log')
     resp_file_path = os.path.join(mock_dir, f'response_{"{0:03}".format(id)}.log')
     # Open the prompt file and compare its contents
     with open(prompt_file_path, 'r') as f:
         file_content = filter_out_symbols(f.read())
-        if file_content == prompt:
+        if file_content.strip() == prompt.strip():
             # Read the response file and return its content
             with open(resp_file_path, 'r') as resp_file:
                 return resp_file.read()
@@ -211,7 +228,9 @@ def http_server():
     thread = Thread(target=server.serve_forever)
     thread.setDaemon(True)
     thread.start()
+    time.sleep(1)
 
+    print('HTTP server started...')
     yield server
 
     # Stop the server

tests/integration/mock/eventstream_runtime/BrowsingAgent/test_browse_internet/response_001.log

@@ -0,0 +1,2 @@
+In order to accomplish my goal, I need to navigate to the localhost page.
+```goto('http://localhost:8000'

tests/integration/mock/eventstream_runtime/BrowsingAgent/test_browse_internet/response_003.log

@@ -0,0 +1,3 @@
+In order to accomplish my goal, I need to read the static text that reveals the answer to life, the universe, and everything.
+
+```send_msg_to_user('The answer is OpenDevin is all you need!'

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/prompt_002.log

@@ -0,0 +1,126 @@
+
+
+----------
+
+# Instructions
+Review the current state of the page and all other information to find the best
+possible next action to accomplish your goal. Your answer will be interpreted
+and executed by a program, make sure to follow the formatting instructions.
+
+# Goal:
+Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
+
+# Action Space
+
+16 different types of actions are available.
+
+noop(wait_ms: float = 1000)
+    Examples:
+        noop()
+
+        noop(500)
+
+send_msg_to_user(text: str)
+    Examples:
+        send_msg_to_user('Based on the results of my search, the city was built in 1751.')
+
+scroll(delta_x: float, delta_y: float)
+    Examples:
+        scroll(0, 200)
+
+        scroll(-50.2, -100.5)
+
+fill(bid: str, value: str)
+    Examples:
+        fill('237', 'example value')
+
+        fill('45', 'multi-line\nexample')
+
+        fill('a12', 'example with "quotes"')
+
+select_option(bid: str, options: str | list[str])
+    Examples:
+        select_option('48', 'blue')
+
+        select_option('48', ['red', 'green', 'blue'])
+
+click(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'Meta', 'Shift']] = [])
+    Examples:
+        click('51')
+
+        click('b22', button='right')
+
+        click('48', button='middle', modifiers=['Shift'])
+
+dblclick(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'Meta', 'Shift']] = [])
+    Examples:
+        dblclick('12')
+
+        dblclick('ca42', button='right')
+
+        dblclick('178', button='middle', modifiers=['Shift'])
+
+hover(bid: str)
+    Examples:
+        hover('b8')
+
+press(bid: str, key_comb: str)
+    Examples:
+        press('88', 'Backspace')
+
+        press('a26', 'Control+a')
+
+        press('a61', 'Meta+Shift+t')
+
+focus(bid: str)
+    Examples:
+        focus('b455')
+
+clear(bid: str)
+    Examples:
+        clear('996')
+
+drag_and_drop(from_bid: str, to_bid: str)
+    Examples:
+        drag_and_drop('56', '498')
+
+upload_file(bid: str, file: str | list[str])
+    Examples:
+        upload_file('572', 'my_receipt.pdf')
+
+        upload_file('63', ['/home/bob/Documents/image.jpg', '/home/bob/Documents/file.zip'])
+
+go_back()
+    Examples:
+        go_back()
+
+go_forward()
+    Examples:
+        go_forward()
+
+goto(url: str)
+    Examples:
+        goto('http://www.example.com')
+
+Multiple actions can be provided at once. Example:
+fill('a12', 'example with "quotes"')
+click('51')
+click('48', button='middle', modifiers=['Shift'])
+Multiple actions are meant to be executed sequentially without any feedback from the page.
+Don't execute multiple actions at once if you need feedback from the page.
+
+
+
+----------
+
+# Current Accessibility Tree:
+
+
+# Previous Actions
+
+
+Here is an example with chain of thought of a valid action when clicking on a button:
+"
+In order to accomplish my goal I need to click on the button with bid 12
+```click("12")```
+"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/prompt_003.log

@@ -0,0 +1,130 @@
+
+
+----------
+
+# Instructions
+Review the current state of the page and all other information to find the best
+possible next action to accomplish your goal. Your answer will be interpreted
+and executed by a program, make sure to follow the formatting instructions.
+
+# Goal:
+Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
+
+# Action Space
+
+16 different types of actions are available.
+
+noop(wait_ms: float = 1000)
+    Examples:
+        noop()
+
+        noop(500)
+
+send_msg_to_user(text: str)
+    Examples:
+        send_msg_to_user('Based on the results of my search, the city was built in 1751.')
+
+scroll(delta_x: float, delta_y: float)
+    Examples:
+        scroll(0, 200)
+
+        scroll(-50.2, -100.5)
+
+fill(bid: str, value: str)
+    Examples:
+        fill('237', 'example value')
+
+        fill('45', 'multi-line\nexample')
+
+        fill('a12', 'example with "quotes"')
+
+select_option(bid: str, options: str | list[str])
+    Examples:
+        select_option('48', 'blue')
+
+        select_option('48', ['red', 'green', 'blue'])
+
+click(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'Meta', 'Shift']] = [])
+    Examples:
+        click('51')
+
+        click('b22', button='right')
+
+        click('48', button='middle', modifiers=['Shift'])
+
+dblclick(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'Meta', 'Shift']] = [])
+    Examples:
+        dblclick('12')
+
+        dblclick('ca42', button='right')
+
+        dblclick('178', button='middle', modifiers=['Shift'])
+
+hover(bid: str)
+    Examples:
+        hover('b8')
+
+press(bid: str, key_comb: str)
+    Examples:
+        press('88', 'Backspace')
+
+        press('a26', 'Control+a')
+
+        press('a61', 'Meta+Shift+t')
+
+focus(bid: str)
+    Examples:
+        focus('b455')
+
+clear(bid: str)
+    Examples:
+        clear('996')
+
+drag_and_drop(from_bid: str, to_bid: str)
+    Examples:
+        drag_and_drop('56', '498')
+
+upload_file(bid: str, file: str | list[str])
+    Examples:
+        upload_file('572', 'my_receipt.pdf')
+
+        upload_file('63', ['/home/bob/Documents/image.jpg', '/home/bob/Documents/file.zip'])
+
+go_back()
+    Examples:
+        go_back()
+
+go_forward()
+    Examples:
+        go_forward()
+
+goto(url: str)
+    Examples:
+        goto('http://www.example.com')
+
+Multiple actions can be provided at once. Example:
+fill('a12', 'example with "quotes"')
+click('51')
+click('48', button='middle', modifiers=['Shift'])
+Multiple actions are meant to be executed sequentially without any feedback from the page.
+Don't execute multiple actions at once if you need feedback from the page.
+
+
+
+----------
+
+# Current Accessibility Tree:
+RootWebArea 'The Ultimate Answer', focused
+	[8] heading 'The Ultimate Answer'
+	[9] paragraph ''
+		StaticText 'Click the button to reveal the answer to life, the universe, and everything.'
+	[10] button 'Click me', clickable
+
+# Previous Actions
+goto("http://localhost:8000")
+
+Here is an example with chain of thought of a valid action when clicking on a button:
+"
+In order to accomplish my goal I need to click on the button with bid 12
+```click("12")```
+"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/prompt_004.log

@@ -0,0 +1,132 @@
+
+
+----------
+
+# Instructions
+Review the current state of the page and all other information to find the best
+possible next action to accomplish your goal. Your answer will be interpreted
+and executed by a program, make sure to follow the formatting instructions.
+
+# Goal:
+Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
+
+# Action Space
+
+16 different types of actions are available.
+
+noop(wait_ms: float = 1000)
+    Examples:
+        noop()
+
+        noop(500)
+
+send_msg_to_user(text: str)
+    Examples:
+        send_msg_to_user('Based on the results of my search, the city was built in 1751.')
+
+scroll(delta_x: float, delta_y: float)
+    Examples:
+        scroll(0, 200)
+
+        scroll(-50.2, -100.5)
+
+fill(bid: str, value: str)
+    Examples:
+        fill('237', 'example value')
+
+        fill('45', 'multi-line\nexample')
+
+        fill('a12', 'example with "quotes"')
+
+select_option(bid: str, options: str | list[str])
+    Examples:
+        select_option('48', 'blue')
+
+        select_option('48', ['red', 'green', 'blue'])
+
+click(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'Meta', 'Shift']] = [])
+    Examples:
+        click('51')
+
+        click('b22', button='right')
+
+        click('48', button='middle', modifiers=['Shift'])
+
+dblclick(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'Meta', 'Shift']] = [])
+    Examples:
+        dblclick('12')
+
+        dblclick('ca42', button='right')
+
+        dblclick('178', button='middle', modifiers=['Shift'])
+
+hover(bid: str)
+    Examples:
+        hover('b8')
+
+press(bid: str, key_comb: str)
+    Examples:
+        press('88', 'Backspace')
+
+        press('a26', 'Control+a')
+
+        press('a61', 'Meta+Shift+t')
+
+focus(bid: str)
+    Examples:
+        focus('b455')
+
+clear(bid: str)
+    Examples:
+        clear('996')
+
+drag_and_drop(from_bid: str, to_bid: str)
+    Examples:
+        drag_and_drop('56', '498')
+
+upload_file(bid: str, file: str | list[str])
+    Examples:
+        upload_file('572', 'my_receipt.pdf')
+
+        upload_file('63', ['/home/bob/Documents/image.jpg', '/home/bob/Documents/file.zip'])
+
+go_back()
+    Examples:
+        go_back()
+
+go_forward()
+    Examples:
+        go_forward()
+
+goto(url: str)
+    Examples:
+        goto('http://www.example.com')
+
+Multiple actions can be provided at once. Example:
+fill('a12', 'example with "quotes"')
+click('51')
+click('48', button='middle', modifiers=['Shift'])
+Multiple actions are meant to be executed sequentially without any feedback from the page.
+Don't execute multiple actions at once if you need feedback from the page.
+
+
+
+----------
+
+# Current Accessibility Tree:
+RootWebArea 'The Ultimate Answer', focused
+	[8] heading 'The Ultimate Answer'
+	[9] paragraph ''
+		StaticText 'Click the button to reveal the answer to life, the universe, and everything.'
+	[10] button 'Click me', clickable, focused
+	StaticText 'The answer is OpenDevin is all you need!'
+
+# Previous Actions
+goto("http://localhost:8000")
+click("10")
+
+Here is an example with chain of thought of a valid action when clicking on a button:
+"
+In order to accomplish my goal I need to click on the button with bid 12
+```click("12")```
+"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/prompt_005.log

@@ -0,0 +1,415 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Browse localhost:8000, and tell me the ultimate answer to life. Do not ask me for confirmation at any point.
+
+----------
+
+
+<execute_browse>
+Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.. I should start with: Get the content on "http://localhost:8000"
+</execute_browse>
+
+----------
+
+OBSERVATION:
+{'content': 'The ultimate answer to life, the universe, and everything is: OpenDevin is all you need!'}
+
+ENVIRONMENT REMINDER: You have 8 turns left to complete the task. When finished reply with <finish></finish>

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/response_001.log

@@ -0,0 +1,4 @@
+Certainly! I'll browse localhost:8000 and retrieve the ultimate answer to life for you.
+
+<execute_browse>
+Get the content on "http://localhost:8000"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/response_002.log

@@ -0,0 +1,5 @@
+To accomplish our goal of retrieving the ultimate answer to life from localhost:8000, I need to start by accessing the content on that page. Here's my thought process and action:
+
+In order to accomplish my goal, I need to navigate to the specified URL using the goto action.
+
+```goto("http://localhost:8000"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/response_003.log

@@ -0,0 +1,6 @@
+To accomplish our goal of retrieving the ultimate answer to life, we need to click on the "Click me" button. The button has a bid of 10, so we should click on it.
+
+Here's the action I'll take:
+
+In order to accomplish my goal, I need to click on the button with bid 10
+```click("10"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/response_004.log

@@ -0,0 +1,6 @@
+Based on the current Accessibility Tree and the previous actions taken, it appears that we have already successfully navigated to the webpage and clicked the button to reveal the answer. The answer is now visible on the page.
+
+To accomplish our goal of retrieving the ultimate answer to life, I will now send this information to the user:
+
+```
+send_msg_to_user("The ultimate answer to life, the universe, and everything is: OpenDevin is all you need!"

tests/integration/mock/eventstream_runtime/CodeActAgent/test_browse_internet/response_005.log

@@ -0,0 +1,11 @@
+Thank you for providing the content from localhost:8000. Based on the information retrieved, I can now answer your question about the ultimate answer to life.
+
+The ultimate answer to life, according to the content on localhost:8000, is:
+
+"OpenDevin is all you need!"
+
+This appears to be a playful reference to the popular science fiction series "The Hitchhiker's Guide to the Galaxy" by Douglas Adams, where the answer to the ultimate question of life, the universe, and everything is famously "42". In this case, it's been adapted to promote OpenDevin as the ultimate solution.
+
+Since I've successfully retrieved and reported the answer from the specified localhost, I believe I've completed the task you've given me.
+
+<finish></finish>

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

@@ -0,0 +1,422 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! Let's start by opening the `bad.txt` file to identify the typos.
+<execute_ipython>
+open_file('bad.txt')
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+(this is the beginning of the file)
+1|This is a stupid typoo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,451 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! Let's start by opening the `bad.txt` file to identify the typos.
+<execute_ipython>
+open_file('bad.txt')
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+(this is the beginning of the file)
+1|This is a stupid typoo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+
+
+----------
+
+I will correct the typos in the `bad.txt` file.
+
+1. "stupid typoo" -> "stupid typo"
+2. "No mor typos!" -> "No more typos!"
+
+Let's make these changes.
+<execute_ipython>
+edit_file_by_replace(
+    'bad.txt',
+    to_replace="This is a stupid typoo.",
+    new_content="This is a stupid typo."
+)
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total after edit)]
+(this is the beginning of the file)
+1|This is a stupid typo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+
+ENVIRONMENT REMINDER: You have 12 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,479 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! Let's start by opening the `bad.txt` file to identify the typos.
+<execute_ipython>
+open_file('bad.txt')
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+(this is the beginning of the file)
+1|This is a stupid typoo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+
+
+----------
+
+I will correct the typos in the `bad.txt` file.
+
+1. "stupid typoo" -> "stupid typo"
+2. "No mor typos!" -> "No more typos!"
+
+Let's make these changes.
+<execute_ipython>
+edit_file_by_replace(
+    'bad.txt',
+    to_replace="This is a stupid typoo.",
+    new_content="This is a stupid typo."
+)
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total after edit)]
+(this is the beginning of the file)
+1|This is a stupid typo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+
+----------
+
+Let's correct the remaining typo in the file.
+
+1. "No mor typos!" -> "No more typos!"
+
+I will make this change now.
+<execute_ipython>
+edit_file_by_replace(
+    'bad.txt',
+    to_replace="No mor typos!",
+    new_content="No more typos!"
+)
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total after edit)]
+(this is the beginning of the file)
+1|This is a stupid typo.
+2|Really?
+3|No more typos!
+4|Enjoy!
+(this is the end of the file)
+[File updated (edited at line 3). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+
+ENVIRONMENT REMINDER: You have 11 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,4 @@
+Sure! Let's start by opening the `bad.txt` file to identify the typos.
+
+<execute_ipython>
+open_file('bad.txt')

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

@@ -0,0 +1,13 @@
+I will correct the typos in the `bad.txt` file.
+
+1. "stupid typoo" -> "stupid typo"
+2. "No mor typos!" -> "No more typos!"
+
+Let's make these changes.
+
+<execute_ipython>
+edit_file_by_replace(
+    'bad.txt',
+    to_replace="This is a stupid typoo.",
+    new_content="This is a stupid typo."
+)

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

@@ -0,0 +1,11 @@
+Let's correct the remaining typo in the file.
+
+1. "No mor typos!" -> "No more typos!"
+
+I will make this change now.
+<execute_ipython>
+edit_file_by_replace(
+    'bad.txt',
+    to_replace="No mor typos!",
+    new_content="No more typos!"
+)

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

@@ -0,0 +1,11 @@
+The typos in `bad.txt` have been corrected. Here is the final content of the file:
+
+```
+1|This is a stupid typo.
+2|Really?
+3|No more typos!
+4|Enjoy!
+```
+
+If you have any further requests, feel free to ask!
+<finish></finish>

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

@@ -0,0 +1,416 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! I will create a text file named `test.txt` in the `/workspace` directory and write 'hello world' to it.
+<execute_ipython>
+with open('/workspace/test.txt', 'w') as file:
+    file.write('hello world')
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[Code executed successfully with no output]
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,5 @@
+Sure! I will create a text file named `test.txt` in the `/workspace` directory and write 'hello world' to it.
+
+<execute_ipython>
+with open('/workspace/test.txt', 'w') as file:
+    file.write('hello world')

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

@@ -0,0 +1,3 @@
+The file `test.txt` has been successfully created in the `/workspace` directory with the content 'hello world'. If you have any further requests, please let me know!
+
+<finish></finish>

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

@@ -0,0 +1,431 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! Let's start by installing the `pymsgbox` package.
+<execute_ipython>
+%pip install pymsgbox==1.0.9
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+Collecting pymsgbox==1.0.9
+  Downloading PyMsgBox-1.0.9.tar.gz (18 kB)
+  Installing build dependencies ... [?25l- \ | / done
+[?25h  Getting requirements to build wheel ... [?25l- done
+[?25h  Preparing metadata (pyproject.toml) ... [?25l- done
+[?25hBuilding wheels for collected packages: pymsgbox
+  Building wheel for pymsgbox (pyproject.toml) ... [?25l- done
+[?25h  Created wheel for pymsgbox: filename=PyMsgBox-1.0.9-py3-none-any.whl size=7406 sha256=7cc4ff18827e3c2e2bd0780a92ca70fd625dc7645b994b6f3191dfb0660e606e
+  Stored in directory: /home/opendevin/.cache/pip/wheels/85/92/63/e126ee5f33d8f2ed04f96e43ef5df7270a2f331848752e8662
+Successfully built pymsgbox
+Installing collected packages: pymsgbox
+Successfully installed pymsgbox-1.0.9
+
+[notice] A new release of pip is available: 24.1 -> 24.2
+[notice] To update, run: pip install --upgrade pip
+Note: you may need to restart the kernel to use updated packages.
+
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,448 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! Let's start by installing the `pymsgbox` package.
+<execute_ipython>
+%pip install pymsgbox==1.0.9
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+Collecting pymsgbox==1.0.9
+  Downloading PyMsgBox-1.0.9.tar.gz (18 kB)
+  Installing build dependencies ... [?25l- \ | / done
+[?25h  Getting requirements to build wheel ... [?25l- done
+[?25h  Preparing metadata (pyproject.toml) ... [?25l- done
+[?25hBuilding wheels for collected packages: pymsgbox
+  Building wheel for pymsgbox (pyproject.toml) ... [?25l- done
+[?25h  Created wheel for pymsgbox: filename=PyMsgBox-1.0.9-py3-none-any.whl size=7406 sha256=7cc4ff18827e3c2e2bd0780a92ca70fd625dc7645b994b6f3191dfb0660e606e
+  Stored in directory: /home/opendevin/.cache/pip/wheels/85/92/63/e126ee5f33d8f2ed04f96e43ef5df7270a2f331848752e8662
+Successfully built pymsgbox
+Installing collected packages: pymsgbox
+Successfully installed pymsgbox-1.0.9
+
+[notice] A new release of pip is available: 24.1 -> 24.2
+[notice] To update, run: pip install --upgrade pip
+Note: you may need to restart the kernel to use updated packages.
+
+
+----------
+
+Now, let's import `pymsgbox`, get its version, and write it to `/workspace/test.txt`.
+<execute_ipython>
+import pymsgbox
+
+version = pymsgbox.__version__
+
+with open('/workspace/test.txt', 'w') as file:
+    file.write(f"pymsgbox version: {version}\n")
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[Code executed successfully with no output]
+
+ENVIRONMENT REMINDER: You have 12 turns left to complete the task. When finished reply with <finish></finish>

tests/integration/mock/eventstream_runtime/CodeActAgent/test_ipython_module/prompt_004.log

@@ -0,0 +1,463 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! Let's start by installing the `pymsgbox` package.
+<execute_ipython>
+%pip install pymsgbox==1.0.9
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+Collecting pymsgbox==1.0.9
+  Downloading PyMsgBox-1.0.9.tar.gz (18 kB)
+  Installing build dependencies ... [?25l- \ | / done
+[?25h  Getting requirements to build wheel ... [?25l- done
+[?25h  Preparing metadata (pyproject.toml) ... [?25l- done
+[?25hBuilding wheels for collected packages: pymsgbox
+  Building wheel for pymsgbox (pyproject.toml) ... [?25l- done
+[?25h  Created wheel for pymsgbox: filename=PyMsgBox-1.0.9-py3-none-any.whl size=7406 sha256=7cc4ff18827e3c2e2bd0780a92ca70fd625dc7645b994b6f3191dfb0660e606e
+  Stored in directory: /home/opendevin/.cache/pip/wheels/85/92/63/e126ee5f33d8f2ed04f96e43ef5df7270a2f331848752e8662
+Successfully built pymsgbox
+Installing collected packages: pymsgbox
+Successfully installed pymsgbox-1.0.9
+
+[notice] A new release of pip is available: 24.1 -> 24.2
+[notice] To update, run: pip install --upgrade pip
+Note: you may need to restart the kernel to use updated packages.
+
+
+----------
+
+Now, let's import `pymsgbox`, get its version, and write it to `/workspace/test.txt`.
+<execute_ipython>
+import pymsgbox
+
+version = pymsgbox.__version__
+
+with open('/workspace/test.txt', 'w') as file:
+    file.write(f"pymsgbox version: {version}\n")
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[Code executed successfully with no output]
+
+----------
+
+Let's verify the content of `/workspace/test.txt` to ensure the version information was written correctly.
+<execute_bash>
+cat /workspace/test.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+pymsgbox version: 1.0.9
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 11 turns left to complete the task. When finished reply with <finish></finish>

tests/integration/mock/eventstream_runtime/CodeActAgent/test_ipython_module/response_001.log

@@ -0,0 +1,4 @@
+Sure! Let's start by installing the `pymsgbox` package.
+
+<execute_ipython>
+%pip install pymsgbox==1.0.9

tests/integration/mock/eventstream_runtime/CodeActAgent/test_ipython_module/response_002.log

@@ -0,0 +1,9 @@
+Now, let's import `pymsgbox`, get its version, and write it to `/workspace/test.txt`.
+
+<execute_ipython>
+import pymsgbox
+
+version = pymsgbox.__version__
+
+with open('/workspace/test.txt', 'w') as file:
+    file.write(f"pymsgbox version: {version}\n")

tests/integration/mock/eventstream_runtime/CodeActAgent/test_ipython_module/response_003.log

@@ -0,0 +1,4 @@
+Let's verify the content of `/workspace/test.txt` to ensure the version information was written correctly.
+
+<execute_bash>
+cat /workspace/test.txt

tests/integration/mock/eventstream_runtime/CodeActAgent/test_ipython_module/response_004.log

@@ -0,0 +1,3 @@
+The version of `pymsgbox` has been successfully written to `/workspace/test.txt`. If you have any further tasks or questions, feel free to ask!
+
+<finish></finish>

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

@@ -0,0 +1,422 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! I will create a shell script named `hello.sh` that prints "hello".
+
+Let's start by creating the file and adding the necessary content.
+<execute_bash>
+echo -e '#!/bin/bash\n\necho "hello"' > hello.sh
+chmod +x hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+opendevin@docker-desktop:/workspace $ chmod +x hello.sh
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,437 @@
+
+
+----------
+
+A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
+The assistant can use an interactive Python (Jupyter Notebook) environment, executing code with <execute_ipython>.
+<execute_ipython>
+print("Hello World!")
+</execute_ipython>
+The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
+
+For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
+Important, however: do not run interactive commands. You do not have access to stdin.
+Also, you need to handle commands that may run indefinitely and not return a result. For such cases, you should redirect the output to a file and run the command in the background to avoid blocking the execution.
+For example, to run a Python script that might run indefinitely without returning immediately, you can use the following format: <execute_bash> python3 app.py > server.log 2>&1 & </execute_bash>
+Also, if a command execution result saying like: Command: "npm start" timed out. Sending SIGINT to the process, you should also retry with running the command in the background.
+The assistant can browse the Internet with <execute_browse> and </execute_browse>.
+For example, <execute_browse> Tell me the usa's president using google search </execute_browse>.
+Or <execute_browse> Tell me what is in http://example.com </execute_browse>.
+The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
+To interact with GitHub, use the $GITHUB_TOKEN environment variable.
+For example, to push a branch `my_branch` to the GitHub repo `owner/repo`:
+<execute_bash> git push https://$GITHUB_TOKEN@github.com/owner/repo.git my_branch </execute_bash>
+If $GITHUB_TOKEN is not set, ask the user to set it.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file_by_replace`, `append_file` and `insert_content_at_line` FUNCTIONS REQUIRE PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+Responses should be concise.
+The assistant should attempt fewer things at a time instead of putting too many commands OR too much code in one "execute" block.
+Include ONLY ONE <execute_ipython>, <execute_bash>, or <execute_browse> per response, unless the assistant is finished with the task or needs more input or action from the user in order to proceed.
+If the assistant is finished with the task you MUST include <finish></finish> in your response.
+IMPORTANT: Execute code using <execute_ipython>, <execute_bash>, or <execute_browse> whenever possible.
+When handling files, try to use full paths and pwd to avoid errors.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: Create a list of numbers from 1 to 10, and display them in a web page at port 5000.
+
+ASSISTANT:
+Sure! Let me create a Python file `app.py`:
+<execute_ipython>
+create_file('app.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/app.py (1 lines total)]
+(this is the beginning of the file)
+1|
+(this is the end of the file)
+[File app.py created.]
+
+ASSISTANT:
+Now I will write the Python code for starting a web server and save it to the file `app.py`:
+<execute_ipython>
+EDITED_CODE="""from flask import Flask
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    numbers = list(range(1, 11))
+    return str(numbers)
+
+if __name__ == '__main__':
+    app.run(port=5000)"""
+
+insert_content_at_line(
+  'app.py',
+  1,
+  EDITED_CODE,
+)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+I have created a Python file `app.py` that will display a list of numbers from 1 to 10 when you run it. Let me run the Python file for you:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 121[1]+  Exit 1                  python3 app.py > server.log 2>&1
+
+ASSISTANT: Looks like the server is running with PID 121 then crashed. Let me check the server log:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+Traceback (most recent call last):
+  File "/workspace/app.py", line 2, in <module>
+    from flask import Flask
+ModuleNotFoundError: No module named 'flask'
+
+ASSISTANT:
+It seems that Flask is not installed. Let me install Flask for you:
+<execute_bash>
+pip install flask
+</execute_bash>
+
+USER:
+OBSERVATION:
+Defaulting to user installation because normal site-packages is not writeable
+Collecting flask
+  Using cached flask-3.0.3-py3-none-any.whl (101 kB)
+Collecting blinker>=1.6.2
+  Using cached blinker-1.7.0-py3-none-any.whl (13 kB)
+Collecting Werkzeug>=3.0.0
+  Using cached werkzeug-3.0.2-py3-none-any.whl (226 kB)
+Collecting click>=8.1.3
+  Using cached click-8.1.7-py3-none-any.whl (97 kB)
+Collecting itsdangerous>=2.1.2
+  Using cached itsdangerous-2.2.0-py3-none-any.whl (16 kB)
+Requirement already satisfied: Jinja2>=3.1.2 in /home/opendevin/.local/lib/python3.10/site-packages (from flask) (3.1.3)
+Requirement already satisfied: MarkupSafe>=2.0 in /home/opendevin/.local/lib/python3.10/site-packages (from Jinja2>=3.1.2->flask) (2.1.5)
+Installing collected packages: Werkzeug, itsdangerous, click, blinker, flask
+Successfully installed Werkzeug-3.0.2 blinker-1.7.0 click-8.1.7 flask-3.0.3 itsdangerous-2.2.0
+
+ASSISTANT:
+Now that Flask is installed, let me run the Python file again:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1] 124
+
+ASSISTANT:
+Let me check the server log again:
+<execute_bash>
+cat server.log
+</execute_bash>
+
+USER:
+OBSERVATION:
+* Serving Flask app 'app'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on http://127.0.0.1:5000
+Press CTRL+C to quit
+
+ASSISTANT:
+The server is running on port 5000 with PID 124. You can access the list of numbers by visiting http://127.0.0.1:5000. If you have any further questions, feel free to ask!
+
+USER: Now browse the newly started server's homepage and show me the content.
+
+ASSISTANT:
+Sure! Let me browse the server's homepage at http://127.0.0.1:5000:
+<execute_browse>
+Get the content on "http://127.0.0.1:5000"
+</execute_browse>
+
+USER:
+OBSERVATION:
+[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+
+ASSISTANT:
+The content of the server's homepage is "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]". If you have any further questions, feel free to ask!
+
+USER: Now kill the server, make it display the numbers in a table format.
+
+ASSISTANT:
+Sure! Let me stop the server first:
+<execute_bash>
+kill 124
+</execute_bash>
+
+USER:
+OBSERVATION:
+[1]+  Terminated              python3 app.py > server.log 2>&1
+
+ASSISTANT:
+The server has been stopped. Let me open the Python file and modify it.
+<execute_ipython>
+open_file('app.py')
+</execute_ipython>
+
+USER:
+[File: /workspace/app.py (10 lines total)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return str(numbers)
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+
+ASSISTANT:
+I should edit the file to display the numbers in a table format. I should include correct indentation. Let me update the file:
+<execute_ipython>
+edit_file_by_replace(
+  'app.py',
+  to_replace="    return str(numbers)",
+  new_content="    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'",
+)
+</execute_ipython>
+
+USER:
+Observation:
+[File: /workspace/app.py (10 lines total after edit)]
+(this is the beginning of the file)
+1|from flask import Flask
+2|app = Flask(__name__)
+3|
+4|@app.route('/')
+5|def index():
+6|    numbers = list(range(1, 11))
+7|    return '<table>' + ''.join([f'<tr><td>{i}</td></tr>' for i in numbers]) + '</table>'
+8|
+9|if __name__ == '__main__':
+10|    app.run(port=5000)
+(this is the end of the file)
+[File updated (edited at line 7). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+ASSISTANT:
+Running the updated file:
+<execute_bash>
+python3 app.py > server.log 2>&1 &
+</execute_bash>
+
+USER:
+Observation:
+[1] 126
+
+ASSISTANT:
+The server is running on port 5000 with PID 126. You can access the list of numbers in a table format by visiting http://127.0.0.1:5000. Let me know if you have any further requests!
+<finish></finish>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+----------
+
+Sure! I will create a shell script named `hello.sh` that prints "hello".
+
+Let's start by creating the file and adding the necessary content.
+<execute_bash>
+echo -e '#!/bin/bash\n\necho "hello"' > hello.sh
+chmod +x hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+opendevin@docker-desktop:/workspace $ chmod +x hello.sh
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+----------
+
+The shell script `hello.sh` has been created and made executable. Let's run it to ensure it prints "hello".
+<execute_bash>
+./hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+hello
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 12 turns left to complete the task. When finished reply with <finish></finish>

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

@@ -0,0 +1,7 @@
+Sure! I will create a shell script named `hello.sh` that prints "hello".
+
+Let's start by creating the file and adding the necessary content.
+
+<execute_bash>
+echo -e '#!/bin/bash\n\necho "hello"' > hello.sh
+chmod +x hello.sh

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

@@ -0,0 +1,4 @@
+The shell script `hello.sh` has been created and made executable. Let's run it to ensure it prints "hello".
+
+<execute_bash>
+./hello.sh

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

@@ -0,0 +1,3 @@
+The shell script `hello.sh` successfully prints "hello". If you have any further tasks or questions, feel free to ask!
+
+<finish></finish>

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_edits/prompt_002.log

@@ -0,0 +1,613 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Let's start by opening the `bad.txt` file to identify and fix the typos.
+<execute_ipython>
+open_file("bad.txt")
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+(this is the beginning of the file)
+1|This is a stupid typoo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_edits/prompt_003.log

@@ -0,0 +1,642 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Let's start by opening the `bad.txt` file to identify and fix the typos.
+<execute_ipython>
+open_file("bad.txt")
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+(this is the beginning of the file)
+1|This is a stupid typoo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+
+
+----------
+
+Let's correct the typos in the `bad.txt` file.
+
+1. "typoo" should be "typo".
+2. "mor" should be "more".
+
+I will make these corrections now.
+<execute_ipython>
+edit_file_by_replace(
+    "bad.txt",
+    to_replace="This is a stupid typoo.",
+    new_content="This is a stupid typo."
+)
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total after edit)]
+(this is the beginning of the file)
+1|This is a stupid typo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+
+ENVIRONMENT REMINDER: You have 12 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_edits/prompt_004.log

@@ -0,0 +1,666 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Let's start by opening the `bad.txt` file to identify and fix the typos.
+<execute_ipython>
+open_file("bad.txt")
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total)]
+(this is the beginning of the file)
+1|This is a stupid typoo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+
+
+----------
+
+Let's correct the typos in the `bad.txt` file.
+
+1. "typoo" should be "typo".
+2. "mor" should be "more".
+
+I will make these corrections now.
+<execute_ipython>
+edit_file_by_replace(
+    "bad.txt",
+    to_replace="This is a stupid typoo.",
+    new_content="This is a stupid typo."
+)
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total after edit)]
+(this is the beginning of the file)
+1|This is a stupid typo.
+2|Really?
+3|No mor typos!
+4|Enjoy!
+(this is the end of the file)
+[File updated (edited at line 1). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+
+----------
+
+Let's proceed with correcting the second typo.
+<execute_ipython>
+edit_file_by_replace(
+    "bad.txt",
+    to_replace="No mor typos!",
+    new_content="No more typos!"
+)
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[File: /workspace/bad.txt (4 lines total after edit)]
+(this is the beginning of the file)
+1|This is a stupid typo.
+2|Really?
+3|No more typos!
+4|Enjoy!
+(this is the end of the file)
+[File updated (edited at line 3). Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
+
+
+ENVIRONMENT REMINDER: You have 11 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_edits/response_002.log

@@ -0,0 +1,13 @@
+Let's correct the typos in the `bad.txt` file.
+
+1. "typoo" should be "typo".
+2. "mor" should be "more".
+
+I will make these corrections now.
+
+<execute_ipython>
+edit_file_by_replace(
+    "bad.txt",
+    to_replace="This is a stupid typoo.",
+    new_content="This is a stupid typo."
+)

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_edits/response_003.log

@@ -0,0 +1,8 @@
+Let's proceed with correcting the second typo.
+
+<execute_ipython>
+edit_file_by_replace(
+    "bad.txt",
+    to_replace="No mor typos!",
+    new_content="No more typos!"
+)

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_edits/response_004.log

@@ -0,0 +1,10 @@
+The typos in `bad.txt` have been corrected successfully. The file now reads:
+
+```
+1|This is a stupid typo.
+2|Really?
+3|No more typos!
+4|Enjoy!
+```
+
+The task is complete.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython/prompt_002.log

@@ -0,0 +1,607 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Use Jupyter IPython to write a text file containing 'hello world' to '/workspace/test.txt'. Do not ask me for confirmation at any point.
+
+----------
+
+Understood. I will create a text file named `test.txt` in the `/workspace` directory and write "hello world" to it.
+<execute_ipython>
+with open('/workspace/test.txt', 'w') as file:
+    file.write('hello world')
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+[Code executed successfully with no output]
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython/response_001.log

@@ -0,0 +1,5 @@
+Understood. I will create a text file named `test.txt` in the `/workspace` directory and write "hello world" to it.
+
+<execute_ipython>
+with open('/workspace/test.txt', 'w') as file:
+    file.write('hello world')

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython/response_002.log

@@ -0,0 +1 @@
+The file `test.txt` has been successfully created in the `/workspace` directory with the content "hello world". If you need any further assistance, please let me know!

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/prompt_002.log

@@ -0,0 +1,622 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Understood. Let's start by installing the `pymsgbox` package.
+<execute_ipython>
+%pip install pymsgbox==1.0.9
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+Collecting pymsgbox==1.0.9
+  Downloading PyMsgBox-1.0.9.tar.gz (18 kB)
+  Installing build dependencies ... [?25l- \ | / done
+[?25h  Getting requirements to build wheel ... [?25l- done
+[?25h  Preparing metadata (pyproject.toml) ... [?25l- done
+[?25hBuilding wheels for collected packages: pymsgbox
+  Building wheel for pymsgbox (pyproject.toml) ... [?25l- done
+[?25h  Created wheel for pymsgbox: filename=PyMsgBox-1.0.9-py3-none-any.whl size=7406 sha256=41a9f50260b2d7c05c4606497a5b89501ed15e0807f1aedbd38989e8f977d7b8
+  Stored in directory: /home/opendevin/.cache/pip/wheels/85/92/63/e126ee5f33d8f2ed04f96e43ef5df7270a2f331848752e8662
+Successfully built pymsgbox
+Installing collected packages: pymsgbox
+Successfully installed pymsgbox-1.0.9
+
+[notice] A new release of pip is available: 24.1 -> 24.2
+[notice] To update, run: pip install --upgrade pip
+Note: you may need to restart the kernel to use updated packages.
+
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/prompt_003.log

@@ -0,0 +1,641 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Understood. Let's start by installing the `pymsgbox` package.
+<execute_ipython>
+%pip install pymsgbox==1.0.9
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+Collecting pymsgbox==1.0.9
+  Downloading PyMsgBox-1.0.9.tar.gz (18 kB)
+  Installing build dependencies ... [?25l- \ | / done
+[?25h  Getting requirements to build wheel ... [?25l- done
+[?25h  Preparing metadata (pyproject.toml) ... [?25l- done
+[?25hBuilding wheels for collected packages: pymsgbox
+  Building wheel for pymsgbox (pyproject.toml) ... [?25l- done
+[?25h  Created wheel for pymsgbox: filename=PyMsgBox-1.0.9-py3-none-any.whl size=7406 sha256=41a9f50260b2d7c05c4606497a5b89501ed15e0807f1aedbd38989e8f977d7b8
+  Stored in directory: /home/opendevin/.cache/pip/wheels/85/92/63/e126ee5f33d8f2ed04f96e43ef5df7270a2f331848752e8662
+Successfully built pymsgbox
+Installing collected packages: pymsgbox
+Successfully installed pymsgbox-1.0.9
+
+[notice] A new release of pip is available: 24.1 -> 24.2
+[notice] To update, run: pip install --upgrade pip
+Note: you may need to restart the kernel to use updated packages.
+
+
+----------
+
+Now, let's import `pymsgbox`, print its version, and write the output to `/workspace/test.txt`.
+<execute_ipython>
+import pymsgbox
+
+version_info = pymsgbox.__version__
+
+with open("/workspace/test.txt", "w") as file:
+    file.write(f"pymsgbox version: {version_info}\n")
+
+version_info
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+'1.0.9'
+
+ENVIRONMENT REMINDER: You have 12 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/prompt_004.log

@@ -0,0 +1,656 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
+
+----------
+
+Understood. Let's start by installing the `pymsgbox` package.
+<execute_ipython>
+%pip install pymsgbox==1.0.9
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+Collecting pymsgbox==1.0.9
+  Downloading PyMsgBox-1.0.9.tar.gz (18 kB)
+  Installing build dependencies ... [?25l- \ | / done
+[?25h  Getting requirements to build wheel ... [?25l- done
+[?25h  Preparing metadata (pyproject.toml) ... [?25l- done
+[?25hBuilding wheels for collected packages: pymsgbox
+  Building wheel for pymsgbox (pyproject.toml) ... [?25l- done
+[?25h  Created wheel for pymsgbox: filename=PyMsgBox-1.0.9-py3-none-any.whl size=7406 sha256=41a9f50260b2d7c05c4606497a5b89501ed15e0807f1aedbd38989e8f977d7b8
+  Stored in directory: /home/opendevin/.cache/pip/wheels/85/92/63/e126ee5f33d8f2ed04f96e43ef5df7270a2f331848752e8662
+Successfully built pymsgbox
+Installing collected packages: pymsgbox
+Successfully installed pymsgbox-1.0.9
+
+[notice] A new release of pip is available: 24.1 -> 24.2
+[notice] To update, run: pip install --upgrade pip
+Note: you may need to restart the kernel to use updated packages.
+
+
+----------
+
+Now, let's import `pymsgbox`, print its version, and write the output to `/workspace/test.txt`.
+<execute_ipython>
+import pymsgbox
+
+version_info = pymsgbox.__version__
+
+with open("/workspace/test.txt", "w") as file:
+    file.write(f"pymsgbox version: {version_info}\n")
+
+version_info
+</execute_ipython>
+
+----------
+
+OBSERVATION:
+'1.0.9'
+
+----------
+
+The version of `pymsgbox` has been successfully written to `/workspace/test.txt`. Let's verify the content of the file to ensure everything is correct.
+<execute_bash>
+cat /workspace/test.txt
+</execute_bash>
+
+----------
+
+OBSERVATION:
+pymsgbox version: 1.0.9
+
+opendevin@80cbbc26c8f3:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 11 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/response_001.log

@@ -0,0 +1,4 @@
+Understood. Let's start by installing the `pymsgbox` package.
+
+<execute_ipython>
+%pip install pymsgbox==1.0.9

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/response_002.log

@@ -0,0 +1,11 @@
+Now, let's import `pymsgbox`, print its version, and write the output to `/workspace/test.txt`.
+
+<execute_ipython>
+import pymsgbox
+
+version_info = pymsgbox.__version__
+
+with open("/workspace/test.txt", "w") as file:
+    file.write(f"pymsgbox version: {version_info}\n")
+
+version_info

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/response_003.log

@@ -0,0 +1,4 @@
+The version of `pymsgbox` has been successfully written to `/workspace/test.txt`. Let's verify the content of the file to ensure everything is correct.
+
+<execute_bash>
+cat /workspace/test.txt

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_ipython_module/response_004.log

@@ -0,0 +1 @@
+The version of `pymsgbox` has been successfully written to `/workspace/test.txt`. The task is complete.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/prompt_002.log

@@ -0,0 +1,608 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+----------
+
+Sure, I'll create the `hello.sh` script for you.
+<execute_bash>
+echo 'echo "hello"' > hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 13 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/prompt_003.log

@@ -0,0 +1,625 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+----------
+
+Sure, I'll create the `hello.sh` script for you.
+<execute_bash>
+echo 'echo "hello"' > hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+----------
+
+The `hello.sh` script has been created. Let's verify its content and make it executable.
+
+First, let's check the content:
+<execute_bash>
+cat hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+echo "hello"
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 12 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/prompt_004.log

@@ -0,0 +1,643 @@
+
+
+----------
+
+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 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.
+
+
+Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
+open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
+    Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
+    It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
+    to view the file if you want to see more.
+    Args:
+    path: str: The path to the file to open, preferred absolute path.
+    line_number: int | None = 1: The line number to move to. Defaults to 1.
+    context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
+
+goto_line(line_number: int) -> None:
+    Moves the window to show the specified line number.
+    Args:
+    line_number: int: The line number to move to.
+
+scroll_down() -> None:
+    Moves the window down by 100 lines.
+    Args:
+    None
+
+scroll_up() -> None:
+    Moves the window up by 100 lines.
+    Args:
+    None
+
+create_file(filename: str) -> None:
+    Creates and opens a new file with the given name.
+    Args:
+    filename: str: The name of the file to create.
+
+edit_file_by_replace(file_name: str, to_replace: str, new_content: str) -> None:
+    Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
+    Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
+    Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
+    For example, given a file "/workspace/example.txt" with the following content:
+    ```
+    line 1
+    line 2
+    line 2
+    line 3
+    ```
+    EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='new line
+    line 3',
+    )
+    This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
+    The resulting file will be:
+    ```
+    line 1
+    line 2
+    new line
+    line 3
+    ```
+    REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
+    edit_file_by_replace(
+    '/workspace/example.txt',
+    to_replace='line 2
+    line 3',
+    new_content='',
+    )
+    Args:
+    file_name: str: The name of the file to edit.
+    to_replace: str: The content to search for and replace.
+    new_content: str: The new content to replace the old content with.
+
+insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
+    Insert content at the given line number in a file.
+    This will NOT modify the content of the lines before OR after the given line number.
+    For example, if the file has the following content:
+    ```
+    line 1
+    line 2
+    line 3
+    ```
+    and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
+    ```
+    line 1
+    new line
+    line 2
+    line 3
+    ```
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+append_file(file_name: str, content: str) -> None:
+    Append content to the given file.
+    It appends text `content` to the end of the specified file.
+    Args:
+    file_name: str: The name of the file to edit.
+    line_number: int: The line number (starting from 1) to insert the content after.
+    content: str: The content to insert.
+
+search_dir(search_term: str, dir_path: str = './') -> None:
+    Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
+    Args:
+    search_term: str: The term to search for.
+    dir_path: Optional[str]: The path to the directory to search.
+
+search_file(search_term: str, file_path: Optional[str] = None) -> None:
+    Searches for search_term in file. If file is not provided, searches in the current open file.
+    Args:
+    search_term: str: The term to search for.
+    file_path: Optional[str]: The path to the file to search.
+
+find_file(file_name: str, dir_path: str = './') -> None:
+    Finds all files with the given name in the specified directory.
+    Args:
+    file_name: str: The name of the file to find.
+    dir_path: Optional[str]: The path to the directory to search.
+
+parse_pdf(file_path: str) -> None:
+    Parses the content of a PDF file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_docx(file_path: str) -> None:
+    Parses the content of a DOCX file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_latex(file_path: str) -> None:
+    Parses the content of a LaTex file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+parse_pptx(file_path: str) -> None:
+    Parses the content of a pptx file and prints it.
+    Args:
+    file_path: str: The path to the file to open.
+
+Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line '        print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
+
+The assistant's response should be concise.
+The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is 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> instead of providing it.
+
+
+----------
+
+Here is an example of how you can interact with the environment for task solving:
+
+--- START OF EXAMPLE ---
+
+USER: We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+TimeDelta serialization precision
+Hi there!
+
+I just found quite strange behaviour of `TimeDelta` field serialization
+
+```python3
+from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+```
+
+Output of this snippet is `344`, but it seems that `345` is correct.
+
+Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
+--- END ISSUE ---
+
+[Current directory: /workspace/marshmallow-code__marshmallow]
+
+ASSISTANT:
+Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
+<execute_ipython>
+create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
+1|
+[File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
+
+ASSISTANT:
+Now let's paste in the example code from the issue.
+<execute_ipython>
+EDITED_CODE = """from marshmallow.fields import TimeDelta
+from datetime import timedelta
+
+td_field = TimeDelta(precision="milliseconds")
+
+obj = dict()
+obj["td_field"] = timedelta(milliseconds=345)
+
+print(td_field.serialize("td_field", obj))
+"""
+edit_file(start=1, end=1, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
+1|from marshmallow.fields import TimeDelta
+2|from datetime import timedelta
+3|
+4|td_field = TimeDelta(precision="milliseconds")
+5|
+6|obj = dict()
+7|obj["td_field"] = timedelta(milliseconds=345)
+8|
+9|print(td_field.serialize("td_field", obj))
+[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:
+Now let's run the code to see if we see the same output as the issue.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+344
+
+ASSISTANT:
+We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
+<execute_bash>
+ls -F
+</execute_bash>
+
+USER:
+OBSERVATION:
+AUTHORS.rst
+CHANGELOG.rst
+CODE_OF_CONDUCT.md
+CONTRIBUTING.rst
+LICENSE
+MANIFEST.in
+NOTICE
+README.rst
+RELEASING.md
+azure-pipelines.yml
+docs/
+examples/
+performance/
+pyproject.toml
+reproduce.py
+setup.cfg
+setup.py
+src/
+tests/
+tox.ini
+
+ASSISTANT:
+It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
+<execute_ipython>
+find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
+/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
+
+ASSISTANT:
+It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
+<execute_ipython>
+open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1458 more lines above)
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+1525|                    "marshmallow.base.FieldABC."
+1526|                ) from error
+1527|
+1528|        if values is None:
+1529|            self.value_field = None
+1530|        else:
+1531|            try:
+1532|                self.value_field = resolve_field_instance(values)
+1533|            except FieldInstanceResolutionError as error:
+1534|                raise ValueError(
+1535|                    '"values" must be a subclass or instance of '
+1536|                    "marshmallow.base.FieldABC."
+1537|                ) from error
+1538|            if isinstance(self.value_field, Nested):
+1539|                self.only = self.value_field.only
+1540|                self.exclude = self.value_field.exclude
+1541|
+1542|    def _bind_to_schema(self, field_name, schema):
+1543|        super()._bind_to_schema(field_name, schema)
+1544|        if self.value_field:
+1545|            self.value_field = copy.deepcopy(self.value_field)
+1546|            self.value_field._bind_to_schema(field_name, self)
+1547|        if isinstance(self.value_field, Nested):
+1548|            self.value_field.only = self.only
+1549|            self.value_field.exclude = self.exclude
+1550|        if self.key_field:
+1551|            self.key_field = copy.deepcopy(self.key_field)
+1552|            self.key_field._bind_to_schema(field_name, self)
+1553|
+1554|    def _serialize(self, value, attr, obj, **kwargs):
+1555|        if value is None:
+1556|            return None
+1557|        if not self.value_field and not self.key_field:
+1558|            return self.mapping_type(value)
+(439 more lines below)
+
+ASSISTANT:
+We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
+<execute_ipython>
+edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int")
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
+
+ERRORS:
+- E999 IndentationError: unexpected indent
+
+[This is how your edit would have looked if applied]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1468 more lines above)
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+(518 more lines below)
+-------------------------------------------------
+
+[This is the original code before your edit]
+-------------------------------------------------
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1469 more lines above)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(value.total_seconds() / base_unit.total_seconds())
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+(517 more lines below)
+-------------------------------------------------
+Your changes have NOT been applied. Please fix your edit command and try again.
+You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
+DO NOT re-run the same failed edit command. Running it again will lead to the same error.
+
+ASSISTANT:
+My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
+<execute_ipython>
+EDITED_CODE="        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int"
+edit_file(start=1475, end=1475, content=EDITED_CODE)
+</execute_ipython>
+
+USER:
+OBSERVATION:
+[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
+(1424 more lines above)
+1425|
+1426|    :param precision: Influences how the integer is interpreted during
+1427|        (de)serialization. Must be 'days', 'seconds', 'microseconds',
+1428|        'milliseconds', 'minutes', 'hours' or 'weeks'.
+1429|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1430|
+1431|    .. versionchanged:: 2.0.0
+1432|        Always serializes to an integer value to avoid rounding errors.
+1433|        Add `precision` parameter.
+1434|    """
+1435|
+1436|    DAYS = "days"
+1437|    SECONDS = "seconds"
+1438|    MICROSECONDS = "microseconds"
+1439|    MILLISECONDS = "milliseconds"
+1440|    MINUTES = "minutes"
+1441|    HOURS = "hours"
+1442|    WEEKS = "weeks"
+1443|
+1444|    #: Default error messages.
+1445|    default_error_messages = {
+1446|        "invalid": "Not a valid period of time.",
+1447|        "format": "{input!r} cannot be formatted as a timedelta.",
+1448|    }
+1449|
+1450|    def __init__(self, precision: str = SECONDS, **kwargs):
+1451|        precision = precision.lower()
+1452|        units = (
+1453|            self.DAYS,
+1454|            self.SECONDS,
+1455|            self.MICROSECONDS,
+1456|            self.MILLISECONDS,
+1457|            self.MINUTES,
+1458|            self.HOURS,
+1459|            self.WEEKS,
+1460|        )
+1461|
+1462|        if precision not in units:
+1463|            msg = 'The precision must be {} or "{}".'.format(
+1464|                ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
+1465|            )
+1466|            raise ValueError(msg)
+1467|
+1468|        self.precision = precision
+1469|        super().__init__(**kwargs)
+1470|
+1471|    def _serialize(self, value, attr, obj, **kwargs):
+1472|        if value is None:
+1473|            return None
+1474|        base_unit = dt.timedelta(**{self.precision: 1})
+1475|        return int(round(value.total_seconds() / base_unit.total_seconds()))  # round to nearest int
+1476|
+1477|    def _deserialize(self, value, attr, data, **kwargs):
+1478|        try:
+1479|            value = int(value)
+1480|        except (TypeError, ValueError) as error:
+1481|            raise self.make_error("invalid") from error
+1482|
+1483|        kwargs = {self.precision: value}
+1484|
+1485|        try:
+1486|            return dt.timedelta(**kwargs)
+1487|        except OverflowError as error:
+1488|            raise self.make_error("invalid") from error
+1489|
+1490|
+1491|class Mapping(Field):
+1492|    """An abstract class for objects with key-value pairs.
+1493|
+1494|    :param keys: A field class or instance for dict keys.
+1495|    :param values: A field class or instance for dict values.
+1496|    :param kwargs: The same keyword arguments that :class:`Field` receives.
+1497|
+1498|    .. note::
+1499|        When the structure of nested data is not known, you may omit the
+1500|        `keys` and `values` arguments to prevent content validation.
+1501|
+1502|    .. versionadded:: 3.0.0rc4
+1503|    """
+1504|
+1505|    mapping_type = dict
+1506|
+1507|    #: Default error messages.
+1508|    default_error_messages = {"invalid": "Not a valid mapping type."}
+1509|
+1510|    def __init__(
+1511|        self,
+1512|        keys: typing.Optional[typing.Union[Field, type]] = None,
+1513|        values: typing.Optional[typing.Union[Field, type]] = None,
+1514|        **kwargs,
+1515|    ):
+1516|        super().__init__(**kwargs)
+1517|        if keys is None:
+1518|            self.key_field = None
+1519|        else:
+1520|            try:
+1521|                self.key_field = resolve_field_instance(keys)
+1522|            except FieldInstanceResolutionError as error:
+1523|                raise ValueError(
+1524|                    '"keys" must be a subclass or instance of '
+(473 more lines below)
+[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 code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
+<execute_bash>
+python reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+345
+
+ASSISTANT:
+The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
+<execute_bash>
+rm reproduce.py
+</execute_bash>
+
+USER:
+OBSERVATION:
+
+ASSISTANT:
+rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
+<execute_bash>
+exit
+</execute_bash>
+
+--- END OF EXAMPLE ---
+
+
+NOW, LET'S START!
+
+----------
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+----------
+
+Sure, I'll create the `hello.sh` script for you.
+<execute_bash>
+echo 'echo "hello"' > hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+----------
+
+The `hello.sh` script has been created. Let's verify its content and make it executable.
+
+First, let's check the content:
+<execute_bash>
+cat hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+echo "hello"
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+----------
+
+The content of `hello.sh` is correct. Now, let's make the script executable and run it to ensure it works as expected.
+<execute_bash>
+chmod +x hello.sh
+./hello.sh
+</execute_bash>
+
+----------
+
+OBSERVATION:
+
+opendevin@docker-desktop:/workspace $ ./hello.sh
+hello
+
+opendevin@docker-desktop:/workspace $
+[Command -1 finished with exit code 0]
+
+ENVIRONMENT REMINDER: You have 11 turns left to complete the task.

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/response_001.log

@@ -0,0 +1,4 @@
+Sure, I'll create the `hello.sh` script for you.
+
+<execute_bash>
+echo 'echo "hello"' > hello.sh

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/response_002.log

@@ -0,0 +1,5 @@
+The `hello.sh` script has been created. Let's verify its content and make it executable.
+
+First, let's check the content:
+<execute_bash>
+cat hello.sh

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/response_003.log

@@ -0,0 +1,5 @@
+The content of `hello.sh` is correct. Now, let's make the script executable and run it to ensure it works as expected.
+
+<execute_bash>
+chmod +x hello.sh
+./hello.sh

tests/integration/mock/eventstream_runtime/CodeActSWEAgent/test_write_simple_script/response_004.log

@@ -0,0 +1 @@
+The `hello.sh` script executed successfully and printed "hello". The task is complete.

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/prompt_002.log

@@ -0,0 +1,84 @@
+
+
+----------
+
+# Task
+You are a software architect. Your team has inherited an existing codebase, and
+need to finish a project:
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+As an architect, you need to study the codebase to find all the information that
+might be helpful for your software engineering team.
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+You must ONLY `run` commands that have no side-effects, like `ls` and `grep`. You
+MUST NOT modify or write to any file.
+
+Do NOT finish until you have a complete understanding of which parts of the
+codebase are relevant to the project, including particular files, functions, and classes.
+When you're done, put your summary in `outputs.summary` in the `finish` action.
+Remember, your task is to explore and study the current repository, not actually
+implement the solution. If the codebase is empty, you should call the `finish` action.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "run", "args": {"command": "ls", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "bad.txt\r\n\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "ls", "exit_code": 0}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response
+
+
+## Examples
+
+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:
+{
+  "action": "run",
+  "args": {
+    "command": "ls"
+  }
+}
+
+USER:
+OBSERVATION:
+[]
+
+ASSISTANT:
+{
+  "action": "finish",
+  "args": {
+    "outputs": {
+      "summary": "The codebase appears to be empty. Engineers should start everything from scratch."
+    }
+  }
+}
+
+--- END OF EXAMPLE ---

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/prompt_003.log

@@ -0,0 +1,84 @@
+
+
+----------
+
+# Task
+You are a software architect. Your team has inherited an existing codebase, and
+need to finish a project:
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+As an architect, you need to study the codebase to find all the information that
+might be helpful for your software engineering team.
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+You must ONLY `run` commands that have no side-effects, like `ls` and `grep`. You
+MUST NOT modify or write to any file.
+
+Do NOT finish until you have a complete understanding of which parts of the
+codebase are relevant to the project, including particular files, functions, and classes.
+When you're done, put your summary in `outputs.summary` in the `finish` action.
+Remember, your task is to explore and study the current repository, not actually
+implement the solution. If the codebase is empty, you should call the `finish` action.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "run", "args": {"command": "ls", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "bad.txt\r\n\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "ls", "exit_code": 0}}, {"source": "agent", "action": "read", "args": {"path": "bad.txt", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "read", "content": "This is a stupid typoo.\nReally?\nNo mor typos!\nEnjoy!\n", "extras": {"path": "/workspace/bad.txt"}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response
+
+
+## Examples
+
+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:
+{
+  "action": "run",
+  "args": {
+    "command": "ls"
+  }
+}
+
+USER:
+OBSERVATION:
+[]
+
+ASSISTANT:
+{
+  "action": "finish",
+  "args": {
+    "outputs": {
+      "summary": "The codebase appears to be empty. Engineers should start everything from scratch."
+    }
+  }
+}
+
+--- END OF EXAMPLE ---

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/prompt_004.log

@@ -0,0 +1,58 @@
+
+
+----------
+
+# Task
+You are a software engineer. You've inherited an existing codebase, which you
+need to modify to complete this task:
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+
+Here's a summary of the codebase, as it relates to this task:
+
+The codebase consists of a single file named 'bad.txt' which contains several typos. The content of 'bad.txt' is:
+
+This is a stupid typoo.
+Really?
+No mor typos!
+Enjoy!
+
+The engineering team needs to correct the typos in this file.
+
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `write` - writes the content to a file. Arguments:
+  * `path` - the path of the file to write
+  * `content` - the content to write to the file
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+Do NOT finish until you have completed the tasks.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/prompt_005.log

@@ -0,0 +1,58 @@
+
+
+----------
+
+# Task
+You are a software engineer. You've inherited an existing codebase, which you
+need to modify to complete this task:
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+
+Here's a summary of the codebase, as it relates to this task:
+
+The codebase consists of a single file named 'bad.txt' which contains several typos. The content of 'bad.txt' is:
+
+This is a stupid typoo.
+Really?
+No mor typos!
+Enjoy!
+
+The engineering team needs to correct the typos in this file.
+
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `write` - writes the content to a file. Arguments:
+  * `path` - the path of the file to write
+  * `content` - the content to write to the file
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+Do NOT finish until you have completed the tasks.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "read", "args": {"path": "bad.txt", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "read", "content": "This is a stupid typoo.\nReally?\nNo mor typos!\nEnjoy!\n", "extras": {"path": "/workspace/bad.txt"}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/prompt_006.log

@@ -0,0 +1,58 @@
+
+
+----------
+
+# Task
+You are a software engineer. You've inherited an existing codebase, which you
+need to modify to complete this task:
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+
+Here's a summary of the codebase, as it relates to this task:
+
+The codebase consists of a single file named 'bad.txt' which contains several typos. The content of 'bad.txt' is:
+
+This is a stupid typoo.
+Really?
+No mor typos!
+Enjoy!
+
+The engineering team needs to correct the typos in this file.
+
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `write` - writes the content to a file. Arguments:
+  * `path` - the path of the file to write
+  * `content` - the content to write to the file
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+Do NOT finish until you have completed the tasks.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "read", "args": {"path": "bad.txt", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "read", "content": "This is a stupid typoo.\nReally?\nNo mor typos!\nEnjoy!\n", "extras": {"path": "/workspace/bad.txt"}}, {"source": "agent", "action": "write", "args": {"path": "bad.txt", "content": "This is a stupid typo.\nReally?\nNo more typos!\nEnjoy!\n", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "write", "content": "", "extras": {"path": "/workspace/bad.txt"}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/prompt_008.log

@@ -0,0 +1,49 @@
+
+
+----------
+
+# Task
+You are a quality assurance engineer. Another engineer has made changes to the
+codebase which are supposed to solve this task:
+
+Fix typos in bad.txt. Do not ask me for confirmation at any point.
+
+Note the changes might have already been applied in-line. You should focus on
+validating if the task is solved, nothing else.
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+You must ONLY `run` commands that have no side-effects, like `ls`, `grep`, and test scripts.
+
+Do NOT finish until you know whether the task is complete and correct.
+When you're done, add a `completed` boolean to the `outputs` of the `finish` action.
+If `completed` is `false`, you MUST also provide a `summary` in the `outputs` of the `finish` action
+explaining what the problem is.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "read", "args": {"path": "bad.txt", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "read", "content": "This is a stupid typo.\nReally?\nNo more typos!\nEnjoy!\n\n", "extras": {"path": "/workspace/bad.txt"}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_edits/response_003.log

@@ -0,0 +1,8 @@
+{
+  "action": "finish",
+  "args": {
+    "outputs": {
+      "summary": "The codebase consists of a single file named 'bad.txt' which contains several typos. The content of 'bad.txt' is:\n\nThis is a stupid typoo.\nReally?\nNo mor typos!\nEnjoy!\n\nThe engineering team needs to correct the typos in this file."
+    }
+  }
+}

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/prompt_002.log

@@ -0,0 +1,84 @@
+
+
+----------
+
+# Task
+You are a software architect. Your team has inherited an existing codebase, and
+need to finish a project:
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+As an architect, you need to study the codebase to find all the information that
+might be helpful for your software engineering team.
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+You must ONLY `run` commands that have no side-effects, like `ls` and `grep`. You
+MUST NOT modify or write to any file.
+
+Do NOT finish until you have a complete understanding of which parts of the
+codebase are relevant to the project, including particular files, functions, and classes.
+When you're done, put your summary in `outputs.summary` in the `finish` action.
+Remember, your task is to explore and study the current repository, not actually
+implement the solution. If the codebase is empty, you should call the `finish` action.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "run", "args": {"command": "ls", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "ls", "exit_code": 0}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response
+
+
+## Examples
+
+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:
+{
+  "action": "run",
+  "args": {
+    "command": "ls"
+  }
+}
+
+USER:
+OBSERVATION:
+[]
+
+ASSISTANT:
+{
+  "action": "finish",
+  "args": {
+    "outputs": {
+      "summary": "The codebase appears to be empty. Engineers should start everything from scratch."
+    }
+  }
+}
+
+--- END OF EXAMPLE ---

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/prompt_004.log

@@ -0,0 +1,51 @@
+
+
+----------
+
+# Task
+You are a software engineer. You've inherited an existing codebase, which you
+need to modify to complete this task:
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+
+Here's a summary of the codebase, as it relates to this task:
+
+The codebase appears to be empty. Engineers should start everything from scratch.
+
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `write` - writes the content to a file. Arguments:
+  * `path` - the path of the file to write
+  * `content` - the content to write to the file
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+Do NOT finish until you have completed the tasks.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "write", "args": {"path": "hello.sh", "content": "#!/bin/bash\n\necho 'hello'", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "write", "content": "", "extras": {"path": "/workspace/hello.sh"}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/prompt_005.log

@@ -0,0 +1,51 @@
+
+
+----------
+
+# Task
+You are a software engineer. You've inherited an existing codebase, which you
+need to modify to complete this task:
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+
+Here's a summary of the codebase, as it relates to this task:
+
+The codebase appears to be empty. Engineers should start everything from scratch.
+
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `write` - writes the content to a file. Arguments:
+  * `path` - the path of the file to write
+  * `content` - the content to write to the file
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+Do NOT finish until you have completed the tasks.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "write", "args": {"path": "hello.sh", "content": "#!/bin/bash\n\necho 'hello'", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "write", "content": "", "extras": {"path": "/workspace/hello.sh"}}, {"source": "agent", "action": "run", "args": {"command": "chmod +x hello.sh", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "chmod +x hello.sh", "exit_code": 0}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/prompt_006.log

@@ -0,0 +1,51 @@
+
+
+----------
+
+# Task
+You are a software engineer. You've inherited an existing codebase, which you
+need to modify to complete this task:
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+
+Here's a summary of the codebase, as it relates to this task:
+
+The codebase appears to be empty. Engineers should start everything from scratch.
+
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `write` - writes the content to a file. Arguments:
+  * `path` - the path of the file to write
+  * `content` - the content to write to the file
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+Do NOT finish until you have completed the tasks.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "write", "args": {"path": "hello.sh", "content": "#!/bin/bash\n\necho 'hello'", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "write", "content": "", "extras": {"path": "/workspace/hello.sh"}}, {"source": "agent", "action": "run", "args": {"command": "chmod +x hello.sh", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "chmod +x hello.sh", "exit_code": 0}}, {"source": "agent", "action": "run", "args": {"command": "./hello.sh", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "hello\r\n\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "./hello.sh", "exit_code": 0}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/prompt_008.log

@@ -0,0 +1,49 @@
+
+
+----------
+
+# Task
+You are a quality assurance engineer. Another engineer has made changes to the
+codebase which are supposed to solve this task:
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+Note the changes might have already been applied in-line. You should focus on
+validating if the task is solved, nothing else.
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+You must ONLY `run` commands that have no side-effects, like `ls`, `grep`, and test scripts.
+
+Do NOT finish until you know whether the task is complete and correct.
+When you're done, add a `completed` boolean to the `outputs` of the `finish` action.
+If `completed` is `false`, you MUST also provide a `summary` in the `outputs` of the `finish` action
+explaining what the problem is.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "read", "args": {"path": "hello.sh", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "read", "content": "#!/bin/bash\n\necho 'hello'\n", "extras": {"path": "/workspace/hello.sh"}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/prompt_009.log

@@ -0,0 +1,49 @@
+
+
+----------
+
+# Task
+You are a quality assurance engineer. Another engineer has made changes to the
+codebase which are supposed to solve this task:
+
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+Note the changes might have already been applied in-line. You should focus on
+validating if the task is solved, nothing else.
+
+## Available Actions
+* `run` - runs a command on the command line in a Linux shell. Arguments:
+  * `command` - the command to run
+
+* `read` - reads the content of a file. Arguments:
+  * `path` - the path of the file to read
+
+* `message` - make a plan, set a goal, record your thoughts, or ask for more input from the user. Arguments:
+  * `content` - the thought to record
+  * `wait_for_response` - set to `true` to wait for the user to respond before proceeding
+
+* `finish` - if you're absolutely certain that you've completed your task, use the finish action to stop working. Arguments:
+  * `outputs` - a dictionary representing the outputs of your task, if any
+
+
+You must ONLY `run` commands that have no side-effects, like `ls`, `grep`, and test scripts.
+
+Do NOT finish until you know whether the task is complete and correct.
+When you're done, add a `completed` boolean to the `outputs` of the `finish` action.
+If `completed` is `false`, you MUST also provide a `summary` in the `outputs` of the `finish` action
+explaining what the problem is.
+
+## History
+Here is a recent history of actions you've taken in service of this plan,
+as well as observations you've made. This only includes the MOST RECENT
+actions and observations--more may have happened before that.
+They are time-ordered, with your most recent action at the bottom.
+
+[{"source": "agent", "action": "read", "args": {"path": "hello.sh", "start": 0, "end": -1, "thought": ""}}, {"source": "agent", "observation": "read", "content": "#!/bin/bash\n\necho 'hello'\n", "extras": {"path": "/workspace/hello.sh"}}, {"source": "agent", "action": "run", "args": {"command": "bash hello.sh", "thought": "", "is_confirmed": "confirmed"}}, {"source": "agent", "observation": "run", "content": "hello\r\n\r\nopendevin@docker-desktop:/workspace $ ", "extras": {"command_id": -1, "command": "bash hello.sh", "exit_code": 0}}]
+
+## Format
+Your response MUST be in JSON format. It must be an object, and it must contain two fields:
+* `action`, which is one of the actions specified here
+* `args`, which is a map of key-value pairs, specifying the arguments for that action
+
+You MUST NOT include any other text besides the JSON response

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/response_003.log

@@ -0,0 +1,9 @@
+```json
+{
+  "action": "write",
+  "args": {
+    "path": "hello.sh",
+    "content": "#!/bin/bash\n\necho 'hello'"
+  }
+}
+```

tests/integration/mock/eventstream_runtime/DelegatorAgent/test_write_simple_script/response_004.log

@@ -0,0 +1,8 @@
+```json
+{
+  "action": "run",
+  "args": {
+    "command": "chmod +x hello.sh"
+  }
+}
+```