[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>
This commit is contained in:
Xingyao Wang
2024-08-02 06:07:39 +08:00
committed by GitHub
parent 7ebbe10b1c
commit 4f0a454ed6
369 changed files with 21154 additions and 286 deletions

View File

@@ -273,13 +273,69 @@ jobs:
# Print the full name of the image
echo "Loaded Docker image: $image_name"
SANDBOX_CONTAINER_IMAGE=$image_name TEST_IN_CI=true TEST_ONLY=true ./tests/integration/regenerate.sh
SANDBOX_CONTAINER_IMAGE=$image_name TEST_IN_CI=true TEST_ONLY=true TEST_RUNTIME=server ./tests/integration/regenerate.sh
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
runtime_integration_tests_on_linux:
name: Runtime Integration Tests on Linux
runs-on: ubuntu-latest
needs: [ghcr_build_runtime]
env:
PERSIST_SANDBOX: "false"
strategy:
fail-fast: false
matrix:
python-version: ["3.11"]
# server is tested in a separate workflow
runtime_type: ["eventstream"]
steps:
- uses: actions/checkout@v4
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
cache: 'poetry'
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
- name: Download Runtime Docker image
uses: actions/download-artifact@v4
with:
name: od_runtime-docker-image-amd64
path: /tmp/
- name: Load runtime image and run integration tests
run: |
# Load the Docker image and capture the output
if [ "${{ matrix.runtime_type }}" == "eventstream" ]; then
output=$(docker load -i /tmp/od_runtime_image_amd64.tar)
else
echo "No Runtime Docker image to load"
exit 1
fi
# Extract the first image name from the output
image_name=$(echo "$output" | grep -oP 'Loaded image: \K.*' | head -n 1)
# Print the full name of the image
echo "Loaded Docker image: $image_name"
TEST_RUNTIME=${{ matrix.runtime_type }} SANDBOX_USER_ID=$(id -u) SANDBOX_CONTAINER_IMAGE=$image_name TEST_IN_CI=true TEST_ONLY=true ./tests/integration/regenerate.sh
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
ghcr_push:
runs-on: ubuntu-latest

View File

@@ -21,7 +21,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
config = load_app_config()
@@ -120,14 +120,15 @@ def process_instance(
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
agent.__class__.__name__
],
agent=agent,
sid=instance['text'].strip(),
)
)

View File

@@ -25,7 +25,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.events.action import CmdRunAction, MessageAction
from opendevin.llm.llm import LLM
from opendevin.runtime.docker.ssh_box import DockerSSHBox
@@ -121,12 +121,13 @@ def process_instance(
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=FAKE_RESPONSES[agent.__class__.__name__],
agent=agent,
sandbox=sandbox,
sid=inst_id,
)

View File

@@ -21,7 +21,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
config = load_app_config()
@@ -167,14 +167,15 @@ def process_instance(
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
agent.__class__.__name__
],
agent=agent,
sandbox=sandbox,
sid=sid,
)

View File

@@ -24,7 +24,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.events.action import MessageAction
from opendevin.llm.llm import LLM
@@ -211,14 +211,15 @@ def process_instance(
instruction += AGENT_CLS_TO_INST_SUFFIX[agent.__class__.__name__]
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
agent.__class__.__name__
],
agent=agent,
sid=sid,
)
)

View File

@@ -18,7 +18,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
config = load_app_config()
@@ -68,11 +68,12 @@ def process_instance(
)
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
agent=agent,
sid=env_id,
)
)

View File

@@ -23,7 +23,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.events.action import CmdRunAction, MessageAction
from opendevin.llm.llm import LLM
@@ -117,14 +117,15 @@ def process_instance(
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
agent.__class__.__name__
],
agent=agent,
sid=instance['task_id'],
)
)

View File

@@ -15,7 +15,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.events.action import MessageAction
from opendevin.llm.llm import LLM
@@ -111,14 +111,15 @@ def process_instance(agent, question_id, question, metadata, reset_logger: bool
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN.get(
agent.__class__.__name__
),
agent=agent,
sid=question_id,
)
)

View File

@@ -39,7 +39,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.events.action import Action, AgentFinishAction, MessageAction
from opendevin.events.observation import Observation
from opendevin.llm.llm import LLM
@@ -227,14 +227,15 @@ Ok now its time to start solving the question. Good luck!
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN.get(
agent.__class__.__name__
),
agent=agent,
sid=f'gptq_{str(instance.instance_id)}',
)
)

View File

@@ -29,7 +29,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
config = load_app_config()
@@ -180,14 +180,15 @@ def process_instance(
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN.get(
agent.__class__.__name__
),
agent=agent,
sid=sid,
)
)

View File

@@ -20,7 +20,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
config = load_app_config()
@@ -186,14 +186,15 @@ def process_instance(
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN.get(
agent.__class__.__name__
),
agent=agent,
sandbox=sandbox,
sid=sid,
)

View File

@@ -18,7 +18,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
from opendevin.runtime.docker.ssh_box import DockerSSHBox
from opendevin.runtime.tools import RuntimeTool
@@ -86,12 +86,13 @@ def process_instance(
}
state: State | None = asyncio.run(
run_agent_controller(
agent,
'PLACEHOLDER_GOAL',
run_controller(
config=config,
task_str='PLACEHOLDER_GOAL',
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
runtime_tools_config=runtime_tools_config,
agent=agent,
sandbox=get_sandbox(),
sid=env_id,
)

View File

@@ -19,7 +19,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
from .datatypes import TaskState
@@ -149,12 +149,13 @@ def process_instance(
)
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=fake_user_response_fn,
agent=agent,
sandbox=sandbox,
sid=sid,
)

View File

@@ -33,7 +33,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
from opendevin.runtime.docker.ssh_box import DockerSSHBox
@@ -156,14 +156,15 @@ def process_instance(instance: Any, metadata: EvalMetadata, reset_logger: bool =
# Run the agent
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN.get(
agent.__class__.__name__
),
agent=agent,
sandbox=sandbox,
sid=sid,
)

View File

@@ -22,7 +22,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
config = load_app_config()
@@ -281,14 +281,15 @@ IMPORTANT TIPS:
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
agent.__class__.__name__
],
agent=agent,
sandbox=sandbox,
sid=instance.instance_id,
)

View File

@@ -18,7 +18,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, get_parser, load_app_config
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
from .utils import download_data, download_tools, encode_question, eval_answer, get_data
@@ -77,14 +77,15 @@ def process_instance(instance: Any, metadata: EvalMetadata, reset_logger: bool =
# Here's how you can run the agent (similar to the `main` function) and get the final task state
state: State | None = asyncio.run(
run_agent_controller(
agent,
instruction,
run_controller(
config=config,
task_str=instruction,
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
agent.__class__.__name__
],
agent=agent,
sid=qid,
)
)

View File

@@ -18,7 +18,7 @@ from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.logger import get_console_handler
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.main import run_agent_controller
from opendevin.core.main import run_controller
from opendevin.llm.llm import LLM
from opendevin.runtime.docker.ssh_box import DockerSSHBox
from opendevin.runtime.tools import RuntimeTool
@@ -87,12 +87,13 @@ def process_instance(
}
state: State | None = asyncio.run(
run_agent_controller(
agent,
'PLACEHOLDER_GOAL',
run_controller(
config=config,
task_str='PLACEHOLDER_GOAL',
max_iterations=metadata.max_iterations,
max_budget_per_task=config.max_budget_per_task,
runtime_tools_config=runtime_tools_config,
agent=agent,
sandbox=get_sandbox(),
sid=env_id,
)

View File

@@ -396,6 +396,11 @@ def load_from_env(cfg: AppConfig, env_or_toml_dict: dict | MutableMapping[str, s
elif env_var_name in env_or_toml_dict:
# convert the env var to the correct type and set it
value = env_or_toml_dict[env_var_name]
# skip empty config values (fall back to default)
if not value:
continue
try:
# if it's an optional type, get the non-None type
if get_origin(field_type) is UnionType:

View File

@@ -7,7 +7,12 @@ import agenthub # noqa F401 (we import this to get the agents registered)
from opendevin.controller import AgentController
from opendevin.controller.agent import Agent
from opendevin.controller.state.state import State
from opendevin.core.config import get_llm_config_arg, load_app_config, parse_arguments
from opendevin.core.config import (
AppConfig,
get_llm_config_arg,
load_app_config,
parse_arguments,
)
from opendevin.core.logger import opendevin_logger as logger
from opendevin.core.schema import AgentState
from opendevin.events import EventSource, EventStream, EventStreamSubscriber
@@ -17,10 +22,9 @@ from opendevin.events.observation import AgentStateChangedObservation
from opendevin.llm.llm import LLM
from opendevin.runtime import get_runtime_cls
from opendevin.runtime.sandbox import Sandbox
from opendevin.runtime.server.runtime import ServerRuntime
from opendevin.storage import get_file_store
config = load_app_config()
def read_task_from_file(file_path: str) -> str:
"""Read task from the specified file."""
@@ -33,14 +37,15 @@ def read_task_from_stdin() -> str:
return sys.stdin.read()
async def run_agent_controller(
agent: Agent,
async def run_controller(
config: AppConfig,
task_str: str,
max_iterations: int,
max_iterations: int | None = None,
max_budget_per_task: float | None = None,
exit_on_message: bool = False,
fake_user_response_fn: Callable[[State | None], str] | None = None,
sandbox: Sandbox | None = None,
agent: Agent | None = None,
runtime_tools_config: dict | None = None,
sid: str | None = None,
headless_mode: bool = True,
@@ -49,12 +54,26 @@ async def run_agent_controller(
It's only used when you launch opendevin backend directly via cmdline.
Args:
config: The app config.
task_str: The task to run.
max_iterations: The maximum number of iterations to run.
max_budget_per_task: The maximum budget per task.
exit_on_message: quit if agent asks for a message from user (optional)
fake_user_response_fn: An optional function that receives the current state (could be None) and returns a fake user response.
sandbox: An optional sandbox to run the agent in.
sandbox: (will be deprecated) An optional sandbox to run the agent in.
agent: An optional agent to run.
runtime_tools_config: (will be deprecated) The runtime tools config.
sid: The session id.
headless_mode: Whether the agent is run in headless mode.
"""
# Create the agent
if agent is None:
agent_cls: Type[Agent] = Agent.get_cls(config.default_agent)
agent = agent_cls(
llm=LLM(config=config.get_llm_config_from_agent(config.default_agent))
)
max_iterations = max_iterations or config.max_iterations
# Logging
logger.info(
f'Running agent {agent.name}, model {agent.llm.config.model}, with task: "{task_str}"'
@@ -87,28 +106,36 @@ async def run_agent_controller(
# runtime and tools
runtime_cls = get_runtime_cls(config.runtime)
extra_kwargs = {}
if isinstance(runtime_cls, ServerRuntime):
extra_kwargs['sandbox'] = sandbox
# TODO: deprecate this and accept runtime as a parameter instead
logger.info(f'Initializing runtime: {runtime_cls}')
runtime = runtime_cls(
config=config,
event_stream=event_stream,
sandbox=sandbox,
plugins=controller.agent.sandbox_plugins,
**extra_kwargs,
)
await runtime.ainit()
runtime.init_runtime_tools(
controller.agent.runtime_tools,
is_async=False,
runtime_tools_config=runtime_tools_config,
)
# browser eval specific
# TODO: move to a better place
if runtime.browser and runtime.browser.eval_dir:
logger.info(f'Evaluation directory: {runtime.browser.eval_dir}')
with open(
os.path.join(runtime.browser.eval_dir, 'goal.txt'), 'r', encoding='utf-8'
) as f:
task_str = f.read()
logger.info(f'Dynamic Eval task: {task_str}')
if isinstance(runtime, ServerRuntime):
runtime.init_runtime_tools(
controller.agent.runtime_tools,
runtime_tools_config=runtime_tools_config,
)
# browser eval specific
# NOTE: This will be deprecated when we move to the new runtime
if runtime.browser and runtime.browser.eval_dir:
logger.info(f'Evaluation directory: {runtime.browser.eval_dir}')
with open(
os.path.join(runtime.browser.eval_dir, 'goal.txt'),
'r',
encoding='utf-8',
) as f:
task_str = f.read()
logger.info(f'Dynamic Eval task: {task_str}')
# TODO: Implement this for EventStream Runtime
# start event is a MessageAction with the task, either resumed or new
if config.enable_cli_session and initial_state is not None:
@@ -169,17 +196,20 @@ if __name__ == '__main__':
else:
raise ValueError('No task provided. Please specify a task through -t, -f.')
# Load the app config
# this will load config from config.toml in the current directory
# as well as from the environment variables
config = load_app_config()
# Override default LLM configs ([llm] section in config.toml)
if args.llm_config:
llm_config = get_llm_config_arg(args.llm_config)
if llm_config is None:
raise ValueError(f'Invalid toml file, cannot read {args.llm_config}')
config.set_llm_config(llm_config)
llm = LLM(config=config.get_llm_config_from_agent(args.agent_cls))
# Create the agent
AgentCls: Type[Agent] = Agent.get_cls(args.agent_cls)
agent = AgentCls(llm=llm)
# Set default agent
config.default_agent = args.agent_cls
# if max budget per task is not sent on the command line, use the config value
max_budget_per_task = (
@@ -189,8 +219,8 @@ if __name__ == '__main__':
)
asyncio.run(
run_agent_controller(
agent=agent,
run_controller(
config=config,
task_str=task_str,
max_iterations=args.max_iterations,
max_budget_per_task=args.max_budget_per_task,

View File

@@ -39,3 +39,13 @@ class Event:
if hasattr(self, '_cause'):
return self._cause # type: ignore[attr-defined]
return None
@property
def timeout(self) -> int | None:
if hasattr(self, '_timeout'):
return self._timeout # type: ignore[attr-defined]
return None
@timeout.setter
def timeout(self, value: int | None) -> None:
self._timeout = value

View File

@@ -54,6 +54,8 @@ def action_from_dict(action: dict) -> Action:
args = action.get('args', {})
try:
decoded_action = action_class(**args)
if 'timeout' in action:
decoded_action.timeout = action['timeout']
except TypeError:
raise LLMMalformedActionError(f'action={action} has the wrong arguments')
return decoded_action

View File

@@ -61,6 +61,8 @@ def event_to_dict(event: 'Event') -> dict:
props.pop(key, None)
if 'action' in d:
d['args'] = props
if event.timeout is not None:
d['timeout'] = event.timeout
elif 'observation' in d:
d['content'] = props.pop('content', '')
d['extras'] = props

View File

@@ -10,7 +10,7 @@ def get_runtime_cls(name: str):
from .server.runtime import ServerRuntime
return ServerRuntime
elif name == 'client':
elif name == 'eventstream':
from .client.runtime import EventStreamRuntime
return EventStreamRuntime

View File

@@ -4,7 +4,6 @@ import io
import json
import multiprocessing
import os
import threading
import time
import uuid
@@ -12,6 +11,7 @@ import browsergym.core # noqa F401 (we register the openended task as a gym env
import gymnasium as gym
import html2text
import numpy as np
import tenacity
from browsergym.utils.obs import flatten_dom_to_str
from PIL import Image
@@ -22,7 +22,6 @@ from opendevin.core.logger import opendevin_logger as logger
class BrowserEnv:
def __init__(
self,
is_async: bool = True,
browsergym_eval: str = '',
browsergym_eval_save_dir: str = '',
):
@@ -44,9 +43,6 @@ class BrowserEnv:
# Initialize browser environment process
multiprocessing.set_start_method('spawn', force=True)
self.browser_side, self.agent_side = multiprocessing.Pipe()
self.process = multiprocessing.Process(
target=self.browser_process,
)
try:
self.original_cwd = os.getcwd()
@@ -57,10 +53,7 @@ class BrowserEnv:
self.original_cwd = '/tmp'
os.chdir('/tmp')
if is_async:
threading.Thread(target=self.init_browser).start()
else:
self.init_browser()
self.init_browser()
atexit.register(self.close)
def get_html_text_converter(self):
@@ -74,6 +67,11 @@ class BrowserEnv:
html_text_converter.body_width = 0
return html_text_converter
@tenacity.retry(
wait=tenacity.wait_fixed(1),
stop=tenacity.stop_after_attempt(5),
retry=tenacity.retry_if_exception_type(BrowserInitException),
)
def init_browser(self):
logger.info('Starting browser env...')
@@ -88,6 +86,7 @@ class BrowserEnv:
logger.debug('Changed to /tmp directory as fallback')
try:
self.process = multiprocessing.Process(target=self.browser_process)
self.process.start()
except Exception as e:
logger.error(f'Failed to start browser process: {e}')

View File

@@ -92,13 +92,7 @@ class RuntimeClient:
# AFTER ServerRuntime is deprecated
if 'agent_skills' in self.plugins and 'jupyter' in self.plugins:
obs = await self.run_ipython(
IPythonRunCellAction(
code=(
'import sys\n'
'sys.path.insert(0, "/opendevin/code/opendevin/runtime/plugins/agent_skills")\n'
'from agentskills import *'
)
)
IPythonRunCellAction(code='from agentskills import *')
)
logger.info(f'AgentSkills initialized: {obs}')
@@ -119,7 +113,7 @@ class RuntimeClient:
output = subprocess.run(
(
f'useradd -rm -d /home/{username} -s /bin/bash '
f'-g root -G sudo -g root -G sudo -u {user_id} {username}'
f'-g root -G sudo -u {user_id} {username}'
),
shell=True,
capture_output=True,
@@ -185,8 +179,8 @@ class RuntimeClient:
def _execute_bash(
self,
command: str,
timeout: int | None,
keep_prompt: bool = True,
timeout: int = 300,
) -> tuple[str, int]:
logger.debug(f'Executing command: {command}')
self.shell.sendline(command)
@@ -213,10 +207,13 @@ class RuntimeClient:
async def run(self, action: CmdRunAction) -> CmdOutputObservation:
try:
assert (
action.timeout is not None
), f'Timeout argument is required for CmdRunAction: {action}'
commands = split_bash_commands(action.command)
all_output = ''
for command in commands:
output, exit_code = self._execute_bash(command)
output, exit_code = self._execute_bash(command, timeout=action.timeout)
if all_output:
# previous output already exists with prompt "user@hostname:working_dir #""
# we need to add the command to the previous output,
@@ -255,8 +252,9 @@ class RuntimeClient:
'JupyterRequirement not found. Unable to run IPython action.'
)
def get_working_directory(self):
result, exit_code = self._execute_bash('pwd', keep_prompt=False)
def _get_working_directory(self):
# NOTE: this is part of initialization, so we hard code the timeout
result, exit_code = self._execute_bash('pwd', timeout=60, keep_prompt=False)
if exit_code != 0:
raise RuntimeError('Failed to get working directory')
return result.strip()
@@ -270,7 +268,7 @@ class RuntimeClient:
async def read(self, action: FileReadAction) -> Observation:
# NOTE: the client code is running inside the sandbox,
# so there's no need to check permission
working_dir = self.get_working_directory()
working_dir = self._get_working_directory()
filepath = self._resolve_path(action.path, working_dir)
try:
with open(filepath, 'r', encoding='utf-8') as file:
@@ -290,14 +288,21 @@ class RuntimeClient:
return FileReadObservation(path=filepath, content=code_view)
async def write(self, action: FileWriteAction) -> Observation:
working_dir = self.get_working_directory()
working_dir = self._get_working_directory()
filepath = self._resolve_path(action.path, working_dir)
insert = action.content.split('\n')
try:
if not os.path.exists(os.path.dirname(filepath)):
os.makedirs(os.path.dirname(filepath))
mode = 'w' if not os.path.exists(filepath) else 'r+'
file_exists = os.path.exists(filepath)
if file_exists:
file_stat = os.stat(filepath)
else:
file_stat = None
mode = 'w' if not file_exists else 'r+'
try:
with open(filepath, mode, encoding='utf-8') as file:
if mode != 'w':
@@ -311,6 +316,18 @@ class RuntimeClient:
file.seek(0)
file.writelines(new_file)
file.truncate()
# Handle file permissions
if file_exists:
assert file_stat is not None
# restore the original file permissions if the file already exists
os.chmod(filepath, file_stat.st_mode)
os.chown(filepath, file_stat.st_uid, file_stat.st_gid)
else:
# set the new file permissions if the file is new
os.chmod(filepath, 0o644)
os.chown(filepath, self.user_id, self.user_id)
except FileNotFoundError:
return ErrorObservation(f'File not found: {filepath}')
except IsADirectoryError:
@@ -336,22 +353,6 @@ class RuntimeClient:
self.browser.close()
# def test_run_commond():
# client = RuntimeClient()
# command = CmdRunAction(command='ls -l')
# obs = client.run_action(command)
# print(obs)
# def test_shell(message):
# shell = pexpect.spawn('/bin/bash', encoding='utf-8')
# shell.expect(r'[$#] ')
# print(f'Received command: {message}')
# shell.sendline(message)
# shell.expect(r'[$#] ')
# output = shell.before.strip().split('\r\n', 1)[1].strip()
# print(f'Output: {output}')
# shell.close()
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('port', type=int, help='Port to listen on')

View File

@@ -11,7 +11,7 @@ import tenacity
from opendevin.core.config import AppConfig
from opendevin.core.logger import opendevin_logger as logger
from opendevin.events import EventSource, EventStream
from opendevin.events import EventStream
from opendevin.events.action import (
BrowseInteractiveAction,
BrowseURLAction,
@@ -21,7 +21,6 @@ from opendevin.events.action import (
IPythonRunCellAction,
)
from opendevin.events.action.action import Action
from opendevin.events.event import Event
from opendevin.events.observation import (
ErrorObservation,
NullObservation,
@@ -69,7 +68,6 @@ class EventStreamRuntime(Runtime):
)
self.container_name = self.container_name_prefix + self.instance_id
self.plugins = plugins if plugins is not None else []
self.container = None
self.action_semaphore = asyncio.Semaphore(1) # Ensure one action at a time
@@ -91,6 +89,11 @@ class EventStreamRuntime(Runtime):
# AND the ones in env vars!
await super().ainit(env_vars)
logger.info(
f'Container initialized with plugins: {[plugin.name for plugin in self.plugins]}'
)
logger.info(f'Container initialized with env vars: {env_vars}')
@staticmethod
def _init_docker_client() -> docker.DockerClient:
try:
@@ -115,9 +118,11 @@ class EventStreamRuntime(Runtime):
logger.info(
f'Starting container with image: {self.container_image} and name: {self.container_name}'
)
if plugins is None:
plugins = []
plugin_names = ' '.join([plugin.name for plugin in plugins])
plugin_arg = ''
if plugins is not None and len(plugins) > 0:
plugin_arg = (
f'--plugins {" ".join([plugin.name for plugin in plugins])} '
)
network_mode: str | None = None
port_mapping: dict[str, int] | None = None
@@ -144,7 +149,7 @@ class EventStreamRuntime(Runtime):
'PYTHONUNBUFFERED=1 poetry run '
f'python -u -m opendevin.runtime.client.client {self._port} '
f'--working-dir {sandbox_workspace_dir} '
f'--plugins {plugin_names} '
f'{plugin_arg}'
f'--username {"opendevin" if self.config.run_as_devin else "root"} '
f'--user-id {self.config.sandbox.user_id}'
),
@@ -257,17 +262,11 @@ class EventStreamRuntime(Runtime):
if recursive:
os.unlink(temp_zip_path)
async def on_event(self, event: Event) -> None:
logger.info(f'EventStreamRuntime: on_event triggered: {event}')
if isinstance(event, Action):
logger.info(event, extra={'msg_type': 'ACTION'})
observation = await self.run_action(event)
observation._cause = event.id # type: ignore[attr-defined]
logger.info(observation, extra={'msg_type': 'OBSERVATION'})
source = event.source if event.source else EventSource.AGENT
await self.event_stream.add_event(observation, source)
async def run_action(self, action: Action) -> Observation:
# set timeout to default if not set
if action.timeout is None:
action.timeout = self.config.sandbox.timeout
async def run_action(self, action: Action, timeout: int = 600) -> Observation:
async with self.action_semaphore:
if not action.runnable:
return NullObservation('')
@@ -281,11 +280,14 @@ class EventStreamRuntime(Runtime):
session = await self._ensure_session()
await self._wait_until_alive()
assert action.timeout is not None
try:
async with session.post(
f'{self.api_url}/execute_action',
json={'action': event_to_dict(action)},
timeout=timeout,
timeout=action.timeout,
) as response:
if response.status == 200:
output = await response.json()

View File

@@ -212,6 +212,7 @@ class DockerSSHBox(Sandbox):
super().__init__(config)
def setup_user(self):
time.sleep(2)
# Make users sudoers passwordless
# TODO(sandbox): add this line in the Dockerfile for next minor version of docker image
exit_code, logs = self.container.exec_run(
@@ -326,6 +327,7 @@ class DockerSSHBox(Sandbox):
# Use the retry decorator, with a maximum of 5 attempts and a fixed wait time of 5 seconds between attempts
@retry(stop=stop_after_attempt(5), wait=wait_fixed(5))
def __ssh_login(self):
time.sleep(2)
try:
self.ssh = pxssh.pxssh(
echo=False,
@@ -354,7 +356,7 @@ class DockerSSHBox(Sandbox):
raise e
def start_ssh_session(self):
time.sleep(1)
time.sleep(3)
self.__ssh_login()
assert self.ssh is not None

View File

@@ -38,6 +38,7 @@ class JupyterPlugin(Plugin):
f"su - {username} -s /bin/bash << 'EOF'\n"
'cd /opendevin/code\n'
'export POETRY_VIRTUALENVS_PATH=/opendevin/poetry;\n'
'export PYTHONPATH=/opendevin/code/opendevin/runtime/plugins/agent_skills:$PYTHONPATH;\n'
'/opendevin/miniforge3/bin/mamba run -n base '
'poetry run jupyter kernelgateway '
'--KernelGatewayApp.ip=0.0.0.0 '
@@ -61,7 +62,8 @@ class JupyterPlugin(Plugin):
f'Jupyter kernel gateway started at port {self.kernel_gateway_port}. Output: {output}'
)
async def run(self, action: Action) -> IPythonRunCellObservation:
async def _run(self, action: Action) -> IPythonRunCellObservation:
"""Internal method to run a code cell in the jupyter kernel."""
if not isinstance(action, IPythonRunCellAction):
raise ValueError(
f'Jupyter plugin only supports IPythonRunCellAction, but got {action}'
@@ -74,8 +76,12 @@ class JupyterPlugin(Plugin):
if not self.kernel.initialized:
await self.kernel.initialize()
output = await self.kernel.execute(action.code)
output = await self.kernel.execute(action.code, timeout=action.timeout)
return IPythonRunCellObservation(
content=output,
code=action.code,
)
async def run(self, action: Action) -> IPythonRunCellObservation:
obs = await self._run(action)
return obs

View File

@@ -7,6 +7,7 @@ import re
from uuid import uuid4
import tornado
from tenacity import retry, retry_if_exception_type, stop_after_attempt, wait_fixed
from tornado.escape import json_decode, json_encode, url_escape
from tornado.httpclient import AsyncHTTPClient, HTTPRequest
from tornado.ioloop import PeriodicCallback
@@ -134,13 +135,18 @@ class JupyterKernel:
)
self.heartbeat_callback.start()
@retry(
retry=retry_if_exception_type(ConnectionRefusedError),
stop=stop_after_attempt(3),
wait=wait_fixed(2),
)
async def execute(self, code, timeout=120):
if not self.ws:
await self._connect()
msg_id = uuid4().hex
assert self.ws is not None
self.ws.write_message(
res = await self.ws.write_message(
json_encode(
{
'header': {
@@ -164,6 +170,7 @@ class JupyterKernel:
}
)
)
logging.info(f'Executed code in jupyter kernel:\n{res}')
outputs = []

View File

@@ -8,7 +8,7 @@ from typing import Any, Optional
from opendevin.core.config import AppConfig, SandboxConfig
from opendevin.core.logger import opendevin_logger as logger
from opendevin.events import EventStream, EventStreamSubscriber
from opendevin.events import EventSource, EventStream, EventStreamSubscriber
from opendevin.events.action import (
Action,
ActionConfirmationStatus,
@@ -65,7 +65,7 @@ class Runtime:
self.sid = sid
self.event_stream = event_stream
self.event_stream.subscribe(EventStreamSubscriber.RUNTIME, self.on_event)
self.plugins = plugins if plugins is not None else []
self.plugins = plugins if plugins is not None and len(plugins) > 0 else []
self.config = copy.deepcopy(config)
self.DEFAULT_ENV_VARS = _default_env_vars(config.sandbox)
@@ -108,7 +108,6 @@ class Runtime:
self,
runtime_tools: list[RuntimeTool],
runtime_tools_config: Optional[dict[RuntimeTool, Any]] = None,
is_async: bool = True,
) -> None:
# TODO: deprecate this method when we move to the new EventStreamRuntime
raise NotImplementedError('This method is not implemented in the base class.')
@@ -143,9 +142,14 @@ class Runtime:
async def on_event(self, event: Event) -> None:
if isinstance(event, Action):
# set timeout to default if not set
if event.timeout is None:
event.timeout = self.config.sandbox.timeout
assert event.timeout is not None
observation = await self.run_action(event)
observation._cause = event.id # type: ignore[attr-defined]
self.event_stream.add_event(observation, event.source) # type: ignore[arg-type]
source = event.source if event.source else EventSource.AGENT
self.event_stream.add_event(observation, source) # type: ignore[arg-type]
async def run_action(self, action: Action) -> Observation:
"""Run an action and return the resulting observation.

View File

@@ -107,7 +107,6 @@ class ServerRuntime(Runtime):
self,
runtime_tools: list[RuntimeTool],
runtime_tools_config: Optional[dict[RuntimeTool, Any]] = None,
is_async: bool = True,
) -> None:
# if browser in runtime_tools, init it
if RuntimeTool.BROWSER in runtime_tools:
@@ -115,7 +114,7 @@ class ServerRuntime(Runtime):
runtime_tools_config = {}
browser_env_config = runtime_tools_config.get(RuntimeTool.BROWSER, {})
try:
self.browser = BrowserEnv(is_async=is_async, **browser_env_config)
self.browser = BrowserEnv(**browser_env_config)
except BrowserInitException:
logger.warn(
'Failed to start browser environment, web browsing functionality will not work'

View File

@@ -14,15 +14,15 @@ FROM {{ base_image }}
# Install necessary packages and clean up in one layer
RUN apt-get update && \
apt-get install -y wget sudo apt-utils {{ LIBGL_MESA }} libasound2-plugins && \
apt-get install -y wget sudo apt-utils {{ LIBGL_MESA }} libasound2-plugins python3 git && \
apt-get clean \
&& ln -s /usr/bin/python3 /usr/bin/python \
&& rm -rf /var/lib/apt/lists/*
# Create necessary directories
RUN mkdir -p /opendevin && \
mkdir -p /opendevin/logs && \
mkdir -p /opendevin/poetry && \
chmod 777 -R /opendevin
mkdir -p /opendevin/poetry
ENV POETRY_VIRTUALENVS_PATH=/opendevin/poetry
@@ -35,8 +35,7 @@ RUN if [ ! -d /opendevin/miniforge3 ]; then \
fi
# Install Python and Poetry
RUN /opendevin/miniforge3/bin/mamba install python=3.11 -y
RUN /opendevin/miniforge3/bin/mamba install conda-forge::poetry -y
RUN /opendevin/miniforge3/bin/mamba install conda-forge::poetry python=3.11 -y
# ================================================================
# END: Build Runtime Image from Scratch
# ================================================================
@@ -61,6 +60,7 @@ RUN cd /opendevin/code && \
/opendevin/miniforge3/bin/mamba run -n base poetry run pip install playwright && \
/opendevin/miniforge3/bin/mamba run -n base poetry run playwright install --with-deps chromium && \
/opendevin/miniforge3/bin/mamba run -n base poetry cache clear --all . && \
{% if not skip_init %}chmod -R g+rws /opendevin/poetry && {% endif %} \
apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* && \
/opendevin/miniforge3/bin/mamba clean --all

64
poetry.lock generated
View File

@@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
[[package]]
name = "aenum"
@@ -5562,13 +5562,13 @@ xmp = ["defusedxml"]
[[package]]
name = "pip"
version = "24.1.1"
version = "24.2"
description = "The PyPA recommended tool for installing Python packages."
optional = false
python-versions = ">=3.8"
files = [
{file = "pip-24.1.1-py3-none-any.whl", hash = "sha256:efca15145a95e95c00608afeab66311d40bfb73bb2266a855befd705e6bb15a0"},
{file = "pip-24.1.1.tar.gz", hash = "sha256:5aa64f65e1952733ee0a9a9b1f52496ebdb3f3077cc46f80a16d983b58d1180a"},
{file = "pip-24.2-py3-none-any.whl", hash = "sha256:2cd581cf58ab7fcfca4ce8efa6dcacd0de5bf8d0a3eb9ec927e07405f4d9e2a2"},
{file = "pip-24.2.tar.gz", hash = "sha256:5b5e490b5e9cb275c879595064adce9ebd31b854e3e803740b72f9ccf34a45b8"},
]
[[package]]
@@ -7892,36 +7892,36 @@ files = [
[[package]]
name = "torch"
version = "2.2.0"
version = "2.2.2"
description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
optional = false
python-versions = ">=3.8.0"
files = [
{file = "torch-2.2.0-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:d366158d6503a3447e67f8c0ad1328d54e6c181d88572d688a625fac61b13a97"},
{file = "torch-2.2.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:707f2f80402981e9f90d0038d7d481678586251e6642a7a6ef67fc93511cb446"},
{file = "torch-2.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:15c8f0a105c66b28496092fca1520346082e734095f8eaf47b5786bac24b8a31"},
{file = "torch-2.2.0-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:0ca4df4b728515ad009b79f5107b00bcb2c63dc202d991412b9eb3b6a4f24349"},
{file = "torch-2.2.0-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:3d3eea2d5969b9a1c9401429ca79efc668120314d443d3463edc3289d7f003c7"},
{file = "torch-2.2.0-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:0d1c580e379c0d48f0f0a08ea28d8e373295aa254de4f9ad0631f9ed8bc04c24"},
{file = "torch-2.2.0-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:9328e3c1ce628a281d2707526b4d1080eae7c4afab4f81cea75bde1f9441dc78"},
{file = "torch-2.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:03c8e660907ac1b8ee07f6d929c4e15cd95be2fb764368799cca02c725a212b8"},
{file = "torch-2.2.0-cp311-none-macosx_10_9_x86_64.whl", hash = "sha256:da0cefe7f84ece3e3b56c11c773b59d1cb2c0fd83ddf6b5f7f1fd1a987b15c3e"},
{file = "torch-2.2.0-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:f81d23227034221a4a4ff8ef24cc6cec7901edd98d9e64e32822778ff01be85e"},
{file = "torch-2.2.0-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:dcbfb2192ac41ca93c756ebe9e2af29df0a4c14ee0e7a0dd78f82c67a63d91d4"},
{file = "torch-2.2.0-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:9eeb42971619e24392c9088b5b6d387d896e267889d41d267b1fec334f5227c5"},
{file = "torch-2.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:c718b2ca69a6cac28baa36d86d8c0ec708b102cebd1ceb1b6488e404cd9be1d1"},
{file = "torch-2.2.0-cp312-none-macosx_10_9_x86_64.whl", hash = "sha256:f11d18fceb4f9ecb1ac680dde7c463c120ed29056225d75469c19637e9f98d12"},
{file = "torch-2.2.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:ee1da852bfd4a7e674135a446d6074c2da7194c1b08549e31eae0b3138c6b4d2"},
{file = "torch-2.2.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:0d819399819d0862268ac531cf12a501c253007df4f9e6709ede8a0148f1a7b8"},
{file = "torch-2.2.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:08f53ccc38c49d839bc703ea1b20769cc8a429e0c4b20b56921a9f64949bf325"},
{file = "torch-2.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:93bffe3779965a71dab25fc29787538c37c5d54298fd2f2369e372b6fb137d41"},
{file = "torch-2.2.0-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:c17ec323da778efe8dad49d8fb534381479ca37af1bfc58efdbb8607a9d263a3"},
{file = "torch-2.2.0-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:c02685118008834e878f676f81eab3a952b7936fa31f474ef8a5ff4b5c78b36d"},
{file = "torch-2.2.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:d9f39d6f53cec240a0e3baa82cb697593340f9d4554cee6d3d6ca07925c2fac0"},
{file = "torch-2.2.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:51770c065206250dc1222ea7c0eff3f88ab317d3e931cca2aee461b85fbc2472"},
{file = "torch-2.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:008e4c6ad703de55af760c73bf937ecdd61a109f9b08f2bbb9c17e7c7017f194"},
{file = "torch-2.2.0-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:de8680472dd14e316f42ceef2a18a301461a9058cd6e99a1f1b20f78f11412f1"},
{file = "torch-2.2.0-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:99e1dcecb488e3fd25bcaac56e48cdb3539842904bdc8588b0b255fde03a254c"},
{file = "torch-2.2.2-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:bc889d311a855dd2dfd164daf8cc903a6b7273a747189cebafdd89106e4ad585"},
{file = "torch-2.2.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:15dffa4cc3261fa73d02f0ed25f5fa49ecc9e12bf1ae0a4c1e7a88bbfaad9030"},
{file = "torch-2.2.2-cp310-cp310-win_amd64.whl", hash = "sha256:11e8fe261233aeabd67696d6b993eeb0896faa175c6b41b9a6c9f0334bdad1c5"},
{file = "torch-2.2.2-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:b2e2200b245bd9f263a0d41b6a2dab69c4aca635a01b30cca78064b0ef5b109e"},
{file = "torch-2.2.2-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:877b3e6593b5e00b35bbe111b7057464e76a7dd186a287280d941b564b0563c2"},
{file = "torch-2.2.2-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:ad4c03b786e074f46606f4151c0a1e3740268bcf29fbd2fdf6666d66341c1dcb"},
{file = "torch-2.2.2-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:32827fa1fbe5da8851686256b4cd94cc7b11be962862c2293811c94eea9457bf"},
{file = "torch-2.2.2-cp311-cp311-win_amd64.whl", hash = "sha256:f9ef0a648310435511e76905f9b89612e45ef2c8b023bee294f5e6f7e73a3e7c"},
{file = "torch-2.2.2-cp311-none-macosx_10_9_x86_64.whl", hash = "sha256:95b9b44f3bcebd8b6cd8d37ec802048c872d9c567ba52c894bba90863a439059"},
{file = "torch-2.2.2-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:49aa4126ede714c5aeef7ae92969b4b0bbe67f19665106463c39f22e0a1860d1"},
{file = "torch-2.2.2-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:cf12cdb66c9c940227ad647bc9cf5dba7e8640772ae10dfe7569a0c1e2a28aca"},
{file = "torch-2.2.2-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:89ddac2a8c1fb6569b90890955de0c34e1724f87431cacff4c1979b5f769203c"},
{file = "torch-2.2.2-cp312-cp312-win_amd64.whl", hash = "sha256:451331406b760f4b1ab298ddd536486ab3cfb1312614cfe0532133535be60bea"},
{file = "torch-2.2.2-cp312-none-macosx_10_9_x86_64.whl", hash = "sha256:eb4d6e9d3663e26cd27dc3ad266b34445a16b54908e74725adb241aa56987533"},
{file = "torch-2.2.2-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:bf9558da7d2bf7463390b3b2a61a6a3dbb0b45b161ee1dd5ec640bf579d479fc"},
{file = "torch-2.2.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:cd2bf7697c9e95fb5d97cc1d525486d8cf11a084c6af1345c2c2c22a6b0029d0"},
{file = "torch-2.2.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:b421448d194496e1114d87a8b8d6506bce949544e513742b097e2ab8f7efef32"},
{file = "torch-2.2.2-cp38-cp38-win_amd64.whl", hash = "sha256:3dbcd563a9b792161640c0cffe17e3270d85e8f4243b1f1ed19cca43d28d235b"},
{file = "torch-2.2.2-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:31f4310210e7dda49f1fb52b0ec9e59382cfcb938693f6d5378f25b43d7c1d29"},
{file = "torch-2.2.2-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:c795feb7e8ce2e0ef63f75f8e1ab52e7fd5e1a4d7d0c31367ade1e3de35c9e95"},
{file = "torch-2.2.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:a6e5770d68158d07456bfcb5318b173886f579fdfbf747543901ce718ea94782"},
{file = "torch-2.2.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:67dcd726edff108e2cd6c51ff0e416fd260c869904de95750e80051358680d24"},
{file = "torch-2.2.2-cp39-cp39-win_amd64.whl", hash = "sha256:539d5ef6c4ce15bd3bd47a7b4a6e7c10d49d4d21c0baaa87c7d2ef8698632dfb"},
{file = "torch-2.2.2-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:dff696de90d6f6d1e8200e9892861fd4677306d0ef604cb18f2134186f719f82"},
{file = "torch-2.2.2-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:3a4dd910663fd7a124c056c878a52c2b0be4a5a424188058fe97109d4436ee42"},
]
[package.dependencies]
@@ -7941,7 +7941,7 @@ nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"
nvidia-nccl-cu12 = {version = "2.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
sympy = "*"
triton = {version = "2.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
triton = {version = "2.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
typing-extensions = ">=4.8.0"
[package.extras]
@@ -9120,4 +9120,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
[metadata]
lock-version = "2.0"
python-versions = "^3.11"
content-hash = "f013f36e08395ca254fc5637c1376e87b2d2da43853512dfb8983d3d1f6dc884"
content-hash = "a8e9f00b33076e7525b20eef1312ef98746c7bc7fa0f43bb3b68877d3dbe4ae0"

View File

@@ -47,7 +47,7 @@ llama-index = "*"
llama-index-vector-stores-chroma = "*"
chromadb = "*"
llama-index-embeddings-huggingface = "*"
torch = "2.2.0"
torch = "2.2.2"
llama-index-embeddings-azure-openai = "*"
llama-index-embeddings-ollama = "*"
@@ -75,6 +75,7 @@ reportlab = "*"
[tool.coverage.run]
concurrency = ["gevent"]
[tool.poetry.group.runtime.dependencies]
jupyterlab = "*"
notebook = "*"
@@ -109,6 +110,7 @@ ignore = ["D1"]
[tool.ruff.lint.pydocstyle]
convention = "google"
[tool.poetry.group.evaluation.dependencies]
streamlit = "*"
whatthepatch = "*"

View File

@@ -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

View File

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

View File

@@ -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!'

View File

@@ -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")```
"

View File

@@ -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")```
"

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@@ -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")```
"

View File

@@ -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>

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@@ -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"

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@@ -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"

View File

@@ -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"

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@@ -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!"

View File

@@ -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>

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@@ -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>

View File

@@ -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>

View File

@@ -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>

View File

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

View File

@@ -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."
)

View File

@@ -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!"
)

View File

@@ -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>

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@@ -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>

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@@ -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')

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@@ -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>

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@@ -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>

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@@ -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>

View File

@@ -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>

View File

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

View File

@@ -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")

View File

@@ -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

View File

@@ -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>

View File

@@ -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>

View File

@@ -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>

View File

@@ -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

View File

@@ -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

View File

@@ -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>

View File

@@ -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.

View File

@@ -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.

View File

@@ -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.

View File

@@ -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."
)

View File

@@ -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!"
)

View File

@@ -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.

View File

@@ -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.

View File

@@ -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')

View File

@@ -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!

View File

@@ -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.

View File

@@ -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.

View File

@@ -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.

View File

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

View File

@@ -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

View File

@@ -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

View File

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

View File

@@ -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.

View File

@@ -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.

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