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test_commandline_code_executor.py
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import os
import sys
import tempfile
import uuid
from pathlib import Path
import pytest
from autogen.agentchat.conversable_agent import ConversableAgent
from autogen.code_utils import decide_use_docker, is_docker_running
from autogen.coding.base import CodeBlock, CodeExecutor
from autogen.coding.docker_commandline_code_executor import DockerCommandLineCodeExecutor
from autogen.coding.factory import CodeExecutorFactory
from autogen.coding.local_commandline_code_executor import LocalCommandLineCodeExecutor
sys.path.append(os.path.join(os.path.dirname(__file__), ".."))
from conftest import MOCK_OPEN_AI_API_KEY, skip_docker # noqa: E402
if skip_docker or not is_docker_running() or not decide_use_docker(use_docker=None):
skip_docker_test = True
classes_to_test = [LocalCommandLineCodeExecutor]
else:
skip_docker_test = False
classes_to_test = [LocalCommandLineCodeExecutor, DockerCommandLineCodeExecutor]
UNIX_SHELLS = ["bash", "sh", "shell"]
WINDOWS_SHELLS = ["ps1", "pwsh", "powershell"]
PYTHON_VARIANTS = ["python", "Python", "py"]
@pytest.mark.parametrize(
"lang, should_execute",
[
("python", False), # Python should not execute
("bash", False), # Bash should execute
("html", False), # HTML should not execute
("javascript", False), # JavaScript should not execute
],
)
def test_execution_policy_enforcement(lang, should_execute):
with tempfile.TemporaryDirectory() as temp_dir:
executor = LocalCommandLineCodeExecutor(
work_dir=temp_dir,
execution_policies={"python": False, "bash": False, "html": False, "javascript": False, "css": False},
)
code = "print('Hello, world!')" if lang == "python" else "echo 'Hello, world!'"
code_block = CodeBlock(code=code, language=lang)
result = executor.execute_code_blocks([code_block])
if should_execute:
assert "Hello, world!" in result.output, f"Expected execution for {lang}, but it didn't execute."
else:
assert "Hello, world!" not in result.output, f"Expected no execution for {lang}, but it executed."
# Ensure files are saved regardless of execution
assert result.code_file is not None, f"Expected code file to be saved for {lang}, but it wasn't."
@pytest.mark.parametrize("cls", classes_to_test)
def test_is_code_executor(cls) -> None:
assert isinstance(cls, CodeExecutor)
def test_create_local() -> None:
config = {"executor": "commandline-local"}
executor = CodeExecutorFactory.create(config)
assert isinstance(executor, LocalCommandLineCodeExecutor)
config = {"executor": LocalCommandLineCodeExecutor()}
executor = CodeExecutorFactory.create(config)
assert executor is config["executor"]
@pytest.mark.skipif(
skip_docker_test,
reason="docker is not running or requested to skip docker tests",
)
def test_create_docker() -> None:
config = {"executor": DockerCommandLineCodeExecutor()}
executor = CodeExecutorFactory.create(config)
assert executor is config["executor"]
@pytest.mark.parametrize("cls", classes_to_test)
def test_commandline_executor_init(cls) -> None:
executor = cls(timeout=10, work_dir=".")
assert executor.timeout == 10 and str(executor.work_dir) == "."
# Try invalid working directory.
with pytest.raises(FileNotFoundError):
executor = cls(timeout=111, work_dir="/invalid/directory")
@pytest.mark.parametrize("py_variant", PYTHON_VARIANTS)
@pytest.mark.parametrize("cls", classes_to_test)
def test_commandline_executor_execute_code(cls, py_variant) -> None:
with tempfile.TemporaryDirectory() as temp_dir:
executor = cls(work_dir=temp_dir)
_test_execute_code(py_variant, executor=executor)
@pytest.mark.parametrize("py_variant", PYTHON_VARIANTS)
def _test_execute_code(py_variant, executor: CodeExecutor) -> None:
# Test single code block.
code_blocks = [CodeBlock(code="import sys; print('hello world!')", language=py_variant)]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" in code_result.output and code_result.code_file is not None
# Test multiple code blocks.
code_blocks = [
CodeBlock(code="import sys; print('hello world!')", language=py_variant),
CodeBlock(code="a = 100 + 100; print(a)", language=py_variant),
]
code_result = executor.execute_code_blocks(code_blocks)
assert (
code_result.exit_code == 0
and "hello world!" in code_result.output
and "200" in code_result.output
and code_result.code_file is not None
)
# Test bash script.
if sys.platform not in ["win32"]:
code_blocks = [CodeBlock(code="echo 'hello world!'", language="bash")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" in code_result.output and code_result.code_file is not None
# Test running code.
file_lines = ["import sys", "print('hello world!')", "a = 100 + 100", "print(a)"]
code_blocks = [CodeBlock(code="\n".join(file_lines), language=py_variant)]
code_result = executor.execute_code_blocks(code_blocks)
assert (
code_result.exit_code == 0
and "hello world!" in code_result.output
and "200" in code_result.output
and code_result.code_file is not None
)
# Check saved code file.
with open(code_result.code_file) as f:
code_lines = f.readlines()
for file_line, code_line in zip(file_lines, code_lines):
assert file_line.strip() == code_line.strip()
def test_local_commandline_code_executor_save_files() -> None:
with tempfile.TemporaryDirectory() as temp_dir:
executor = LocalCommandLineCodeExecutor(work_dir=temp_dir)
_test_save_files(executor, save_file_only=False)
def test_local_commandline_code_executor_save_files_only() -> None:
with tempfile.TemporaryDirectory() as temp_dir:
# Using execution_policies to specify that no languages should execute
executor = LocalCommandLineCodeExecutor(
work_dir=temp_dir,
execution_policies={"python": False, "bash": False, "javascript": False, "html": False, "css": False},
)
_test_save_files(executor, save_file_only=True)
def _test_save_files(executor: CodeExecutor, save_file_only: bool) -> None:
def _check_output(code_result: CodeBlock, expected_output: str) -> None:
if save_file_only:
return expected_output not in code_result.output
else:
return expected_output in code_result.output
# Test executable code block.
# Test saving to a given filename, Python.
code_blocks = [CodeBlock(code="# filename: test.py\nimport sys; print('hello world!')", language="python")]
code_result = executor.execute_code_blocks(code_blocks)
assert (
code_result.exit_code == 0 and _check_output(code_result, "hello world!") and code_result.code_file is not None
)
assert os.path.basename(code_result.code_file) == "test.py"
# Test saving to a given filename without "filename" prefix, Python.
code_blocks = [CodeBlock(code="# test.py\nimport sys; print('hello world!')", language="python")]
code_result = executor.execute_code_blocks(code_blocks)
assert (
code_result.exit_code == 0 and _check_output(code_result, "hello world!") and code_result.code_file is not None
)
assert os.path.basename(code_result.code_file) == "test.py"
# Test non-executable code block.
# Test saving to a given filename, Javascript.
code_blocks = [CodeBlock(code="// filename: test.js\nconsole.log('hello world!')", language="javascript")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" not in code_result.output and code_result.code_file is not None
assert os.path.basename(code_result.code_file) == "test.js"
# Test saving to a given filename without "filename" prefix, Javascript.
code_blocks = [CodeBlock(code="// test.js\nconsole.log('hello world!')", language="javascript")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" not in code_result.output and code_result.code_file is not None
assert os.path.basename(code_result.code_file) == "test.js"
# Test saving to a given filename, CSS.
code_blocks = [CodeBlock(code="/* filename: test.css */\nh1 { color: red; }", language="css")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" not in code_result.output and code_result.code_file is not None
assert os.path.basename(code_result.code_file) == "test.css"
# Test saving to a given filename without "filename" prefix, CSS.
code_blocks = [CodeBlock(code="/* test.css */\nh1 { color: red; }", language="css")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" not in code_result.output and code_result.code_file is not None
assert os.path.basename(code_result.code_file) == "test.css"
# Test saving to a given filename, HTML.
code_blocks = [CodeBlock(code="<!-- filename: test.html -->\n<h1>hello world!</h1>", language="html")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" not in code_result.output and code_result.code_file is not None
assert os.path.basename(code_result.code_file) == "test.html"
# Test saving to a given filename without "filename" prefix, HTML.
code_blocks = [CodeBlock(code="<!-- test.html -->\n<h1>hello world!</h1>", language="html")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and "hello world!" not in code_result.output and code_result.code_file is not None
assert os.path.basename(code_result.code_file) == "test.html"
@pytest.mark.parametrize("cls", classes_to_test)
def test_commandline_code_executor_timeout(cls) -> None:
with tempfile.TemporaryDirectory() as temp_dir:
executor = cls(timeout=1, work_dir=temp_dir)
_test_timeout(executor)
def _test_timeout(executor: CodeExecutor) -> None:
code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code and "Timeout" in code_result.output
def test_local_commandline_code_executor_restart() -> None:
executor = LocalCommandLineCodeExecutor()
_test_restart(executor)
# This is kind of hard to test because each exec is a new env
@pytest.mark.skipif(
skip_docker_test,
reason="docker is not running or requested to skip docker tests",
)
def test_docker_commandline_code_executor_restart() -> None:
with DockerCommandLineCodeExecutor() as executor:
result = executor.execute_code_blocks([CodeBlock(code="echo $HOME", language="sh")])
assert result.exit_code == 0
executor.restart()
result = executor.execute_code_blocks([CodeBlock(code="echo $HOME", language="sh")])
assert result.exit_code == 0
def _test_restart(executor: CodeExecutor) -> None:
# Check warning.
with pytest.warns(UserWarning, match=r".*No action is taken."):
executor.restart()
@pytest.mark.parametrize("cls", classes_to_test)
def test_commandline_executor_conversable_agent_code_execution(cls) -> None:
with tempfile.TemporaryDirectory() as temp_dir:
executor = cls(work_dir=temp_dir)
with pytest.MonkeyPatch.context() as mp:
mp.setenv("OPENAI_API_KEY", MOCK_OPEN_AI_API_KEY)
_test_conversable_agent_code_execution(executor)
def _test_conversable_agent_code_execution(executor: CodeExecutor) -> None:
agent = ConversableAgent(
"user_proxy",
code_execution_config={"executor": executor},
llm_config=False,
)
assert agent.code_executor is executor
message = """
Example:
```python
print("hello extract code")
```
"""
reply = agent.generate_reply(
[{"role": "user", "content": message}],
sender=ConversableAgent("user", llm_config=False, code_execution_config=False),
)
assert "hello extract code" in reply # type: ignore[operator]
# Test cases for dangerous commands that should be caught by the sanitizer
@pytest.mark.parametrize(
"lang, code, expected_message",
[
("bash", "rm -rf /", "Use of 'rm -rf' command is not allowed."),
("bash", "mv myFile /dev/null", "Moving files to /dev/null is not allowed."),
("bash", "dd if=/dev/zero of=/dev/sda", "Use of 'dd' command is not allowed."),
("bash", "echo Hello > /dev/sda", "Overwriting disk blocks directly is not allowed."),
("bash", ":(){ :|:& };:", "Fork bombs are not allowed."),
],
)
def test_dangerous_commands(lang, code, expected_message):
with pytest.raises(ValueError) as exc_info:
LocalCommandLineCodeExecutor.sanitize_command(lang, code)
assert expected_message in str(
exc_info.value
), f"Expected message '{expected_message}' not found in '{str(exc_info.value)}'"
@pytest.mark.parametrize("cls", classes_to_test)
def test_invalid_relative_path(cls) -> None:
executor = cls()
code = """# filename: /tmp/test.py
print("hello world")
"""
result = executor.execute_code_blocks([CodeBlock(code=code, language="python")])
assert result.exit_code == 1 and "Filename is not in the workspace" in result.output
@pytest.mark.parametrize("cls", classes_to_test)
def test_valid_relative_path(cls) -> None:
with tempfile.TemporaryDirectory() as temp_dir:
temp_dir = Path(temp_dir)
executor = cls(work_dir=temp_dir)
code = """# filename: test.py
print("hello world")
"""
result = executor.execute_code_blocks([CodeBlock(code=code, language="python")])
assert result.exit_code == 0
assert "hello world" in result.output
assert "test.py" in result.code_file
assert (temp_dir / "test.py").resolve() == Path(result.code_file).resolve()
assert (temp_dir / "test.py").exists()
@pytest.mark.parametrize("cls", classes_to_test)
@pytest.mark.parametrize("lang", WINDOWS_SHELLS + UNIX_SHELLS)
def test_silent_pip_install(cls, lang: str) -> None:
# Ensure that the shell is supported.
lang = "ps1" if lang in ["powershell", "pwsh"] else lang
if sys.platform in ["win32"] and lang in UNIX_SHELLS:
pytest.skip("Linux shells are not supported on Windows.")
elif sys.platform not in ["win32"] and lang in WINDOWS_SHELLS:
pytest.skip("Windows shells are not supported on Unix.")
error_exit_code = 0 if sys.platform in ["win32"] else 1
executor = cls(timeout=600)
code = "pip install matplotlib numpy"
code_blocks = [CodeBlock(code=code, language=lang)]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == 0 and code_result.output.strip() == ""
none_existing_package = uuid.uuid4().hex
code = f"pip install matplotlib_{none_existing_package}"
code_blocks = [CodeBlock(code=code, language=lang)]
code_result = executor.execute_code_blocks(code_blocks)
assert code_result.exit_code == error_exit_code and "ERROR: " in code_result.output