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import contextlib | |
import faulthandler | |
import io | |
import logging | |
import multiprocessing | |
import os | |
import platform | |
import shutil | |
import signal | |
import subprocess | |
import tempfile | |
def check_correctness(check_program, timeout, task_id, completion_id, language, cargo_string=""): | |
""" | |
Evaluates the functional correctness of a completion by running the test | |
suite provided in the problem. | |
:param completion_id: an optional completion ID so we can match | |
the results later even if execution finishes asynchronously. | |
""" | |
manager = multiprocessing.Manager() | |
result = manager.list() | |
if language == "python": | |
p = multiprocessing.Process(target=unsafe_execute, args=(check_program, result, timeout)) | |
elif language == "cpp": | |
p = multiprocessing.Process(target=unsafe_execute_cpp, args=(check_program, result, timeout)) | |
elif language == "go": | |
p = multiprocessing.Process(target=unsafe_execute_go, args=(check_program, result, timeout)) | |
elif language == "java": | |
p = multiprocessing.Process(target=unsafe_execute_java, args=(check_program, result, timeout)) | |
elif language == "javascript": | |
p = multiprocessing.Process(target=unsafe_execute_js, args=(check_program, result, timeout)) | |
elif language == "rust": | |
p = multiprocessing.Process(target=unsafe_execute_rust, args=(check_program, result, timeout, cargo_string)) | |
else: | |
raise ValueError(f"Language {language} not supported. Feel free to add it :)") | |
p.start() | |
p.join(timeout=timeout + 1) | |
if p.is_alive(): | |
p.kill() | |
if not result: | |
result.append("timed out") | |
return dict( | |
task_id=task_id, | |
passed=result[0] == "passed", | |
result=result[0], | |
completion_id=completion_id, | |
) | |
def unsafe_execute(check_program, result, timeout): | |
with create_tempdir(): | |
# These system calls are needed when cleaning up tempdir. | |
import os | |
import shutil | |
rmtree = shutil.rmtree | |
rmdir = os.rmdir | |
chdir = os.chdir | |
# Disable functionalities that can make destructive changes to the test. | |
reliability_guard() | |
# Run program. | |
try: | |
exec_globals = {} | |
with swallow_io(): | |
with time_limit(timeout): | |
exec(check_program, exec_globals) | |
result.append("passed") | |
except TimeoutException: | |
result.append("timed out") | |
except BaseException as e: | |
result.append(f"failed: {e}") | |
# Needed for cleaning up. | |
shutil.rmtree = rmtree | |
os.rmdir = rmdir | |
os.chdir = chdir | |
def unsafe_execute_cpp(check_program, result, timeout): | |
with create_tempdir(): | |
open(f"test.cpp", 'w').write(check_program) | |
# -lcrypto & -lssl are needed for the crypto library required by HumanEval-X-Bugs Task 162 | |
compilation_result = subprocess.run( | |
["/usr/bin/g++", "-std=c++11", "test.cpp", "-lcrypto", "-lssl"], | |
timeout=timeout, | |
capture_output=True, | |
) | |
if compilation_result.returncode != 0: | |
if compilation_result.stderr: | |
err = compilation_result.stderr.decode() | |
else: | |
err = compilation_result.stdout.decode() | |
result.append(f"failed: compilation error: {err}") | |
else: | |
try: | |
exec_result = subprocess.run(["./a.out"], timeout=timeout, capture_output=True) | |
if exec_result.returncode == 0: | |
result.append("passed") | |
else: | |
if exec_result.stderr: | |
try: | |
err = exec_result.stderr.decode() | |
except: | |
err = exec_result.stderr | |
else: | |
try: | |
err = exec_result.stdout.decode() | |
except: | |
err = exec_result.stdout | |
result.append(f"failed: {err}") | |
except subprocess.TimeoutExpired as e: | |
result.append("timed out") | |
def unsafe_execute_go(check_program, result, timeout): | |
with create_tempdir(): | |
open(f"main_test.go", 'w').write(check_program) | |
try: | |
exec_result = subprocess.run(["go", "test", f"-timeout={timeout}s", "main_test.go"], timeout=timeout, capture_output=True) | |
if exec_result.returncode == 0: | |
result.append("passed") | |
else: | |
if exec_result.stderr: | |
try: | |
err = exec_result.stderr.decode() | |
except: | |
err = exec_result.stderr | |
else: | |
try: | |
err = exec_result.stdout.decode() | |
except: | |
err = exec_result.stdout | |
result.append(f"failed: {err}") | |
except subprocess.TimeoutExpired as e: | |
result.append("timed out") | |
def unsafe_execute_java(check_program, result, timeout): | |
with create_tempdir(): | |
open(f"Main.java", 'w').write(check_program) | |
res = "failed: unknown error" | |
compile_returncode, compilation_result = -1, None | |
for _ in range(5): | |
try: | |
compilation_result = subprocess.run( | |
['javac', "Main.java"], timeout=5, capture_output=True | |
) | |
compile_returncode = compilation_result.returncode | |
break | |
except subprocess.TimeoutExpired as e: | |
continue | |
if compile_returncode != 0: | |
err = "unknown error" | |
if compilation_result is not None: | |
err = compilation_result.stderr.decode() if compilation_result.stderr else compilation_result.stdout.decode() | |
res = "failed: compilation error: " + err | |
else: | |
try: | |
exec_result = subprocess.run([f'java', '-cp', '.', 'Main'], timeout=timeout, capture_output=True) | |
if exec_result.returncode == 0: | |
res = "passed" | |
elif exec_result.returncode == 1: | |
if "AssertionError" in exec_result.stderr.decode('unicode-escape'): | |
res = "failed: wrong answer" | |
else: | |
res = f"failed: {exec_result.stderr.decode()}" | |
except subprocess.TimeoutExpired as e: | |
res = "timed out" | |
except BaseException as e: | |
res = f"failed: {e}" | |
result.append(res) | |
def unsafe_execute_js(check_program, result, timeout): | |
with create_tempdir(): | |
open(f"test.js", 'w').write(check_program) | |
# Run program. | |
try: | |
exec_result = subprocess.run(["node", "test.js"], timeout=timeout, capture_output=True) | |
if exec_result.stderr.decode(): | |
err = exec_result.stderr.decode() | |
result.append(f"failed: {err}") | |
elif exec_result.stdout.decode(): | |
err = exec_result.stdout.decode() | |
result.append(f"failed: {err}") | |
else: | |
result.append("passed") | |
except subprocess.TimeoutExpired as e: | |
result.append("timed out") | |
def unsafe_execute_rust(check_program, result, timeout, cargo_string): | |
# To make rust faster, do not use a tempdir | |
# with create_tempdir(): | |
WD: str = os.getcwd() | |
RUST_DIR: str = os.path.join(WD, "rust") | |
RUST_SRC: str = os.path.join(RUST_DIR, "src") | |
RUST_BIN: str = os.path.join(RUST_SRC, "bin") | |
RUST_TMP_DIR: str = os.path.join(RUST_DIR, "tmp") | |
RUST_LOGS: str = os.path.join(RUST_TMP_DIR, "logs") | |
RUST_EXT: str = ".rs" | |
# Create mandatory tmp directories | |
os.makedirs(RUST_TMP_DIR, exist_ok=True) | |
os.makedirs(RUST_LOGS, exist_ok=True) | |
os.makedirs(RUST_SRC, exist_ok=True) | |
os.makedirs(RUST_BIN, exist_ok=True) | |
# Create Cargo.toml file | |
if not os.path.exists(f"{RUST_DIR}/Cargo.toml"): | |
open(f"{RUST_DIR}/Cargo.toml", 'w').write(cargo_string) | |
with tempfile.NamedTemporaryFile(dir = RUST_BIN, delete=False) as f: | |
file_name: str = "test" + RUST_EXT | |
os.rename(f.name, os.path.join(RUST_BIN, file_name)) | |
# Dump the rust source code in the target temporal file | |
f.write(check_program.encode('utf-8')) | |
# Proceed towards Rust binaries compilation. Therefore move to Rust module root dir. | |
os.chdir(RUST_DIR) | |
compilation_result = subprocess.run(["cargo", "check", "--bin", "test", "--message-format", "json"], timeout=timeout, capture_output=True) | |
if compilation_result.returncode == 0: | |
try: | |
exec_result = subprocess.run(["cargo", "test", "--bin", "test", "--message-format", "json"], timeout=timeout, capture_output=True) | |
if exec_result.returncode == 0: | |
result.append("passed") | |
else: | |
err = compilation_result.stderr.decode() if compilation_result.stderr else compilation_result.stdout.decode() | |
result.append("failed: execution error: " + err) | |
except subprocess.TimeoutExpired as e: | |
result.append("timed out") | |
else: | |
err = compilation_result.stderr.decode() if compilation_result.stderr else compilation_result.stdout.decode() | |
result.append("failed: compilation error: " + err) | |
# Move back to the original working directory | |
os.chdir(WD) | |
def time_limit(seconds): | |
def signal_handler(signum, frame): | |
raise TimeoutException("Timed out!") | |
signal.setitimer(signal.ITIMER_REAL, seconds) | |
signal.signal(signal.SIGALRM, signal_handler) | |
try: | |
yield | |
finally: | |
signal.setitimer(signal.ITIMER_REAL, 0) | |
def swallow_io(): | |
stream = WriteOnlyStringIO() | |
with contextlib.redirect_stdout(stream): | |
with contextlib.redirect_stderr(stream): | |
with redirect_stdin(stream): | |
yield | |
def create_tempdir(): | |
with tempfile.TemporaryDirectory() as dirname: | |
with chdir(dirname): | |
yield dirname | |
class TimeoutException(Exception): | |
pass | |
class WriteOnlyStringIO(io.StringIO): | |
"""StringIO that throws an exception when it's read from""" | |
def read(self, *args, **kwargs): | |
raise OSError | |
def readline(self, *args, **kwargs): | |
raise OSError | |
def readlines(self, *args, **kwargs): | |
raise OSError | |
def readable(self, *args, **kwargs): | |
"""Returns True if the IO object can be read.""" | |
return False | |
class redirect_stdin(contextlib._RedirectStream): # type: ignore | |
_stream = "stdin" | |
def chdir(root): | |
if root == ".": | |
yield | |
return | |
cwd = os.getcwd() | |
os.chdir(root) | |
try: | |
yield | |
except BaseException as exc: | |
raise exc | |
finally: | |
os.chdir(cwd) | |
def reliability_guard(maximum_memory_bytes=None): | |
""" | |
This disables various destructive functions and prevents the generated code | |
from interfering with the test (e.g. fork bomb, killing other processes, | |
removing filesystem files, etc.) | |
WARNING | |
This function is NOT a security sandbox. Untrusted code, including, model- | |
generated code, should not be blindly executed outside of one. See the | |
Codex paper for more information about OpenAI's code sandbox, and proceed | |
with caution. | |
""" | |
if maximum_memory_bytes is not None: | |
import resource | |
resource.setrlimit(resource.RLIMIT_AS, (maximum_memory_bytes, maximum_memory_bytes)) | |
resource.setrlimit(resource.RLIMIT_DATA, (maximum_memory_bytes, maximum_memory_bytes)) | |
if not platform.uname().system == "Darwin": | |
resource.setrlimit(resource.RLIMIT_STACK, (maximum_memory_bytes, maximum_memory_bytes)) | |
faulthandler.disable() | |
import builtins | |
builtins.exit = None | |
builtins.quit = None | |
import os | |
os.environ["OMP_NUM_THREADS"] = "1" | |
os.kill = None | |
os.system = None | |
os.putenv = None | |
os.remove = None | |
os.removedirs = None | |
os.rmdir = None | |
os.fchdir = None | |
os.setuid = None | |
os.fork = None | |
os.forkpty = None | |
os.killpg = None | |
os.rename = None | |
os.renames = None | |
os.truncate = None | |
os.replace = None | |
os.unlink = None | |
os.fchmod = None | |
os.fchown = None | |
os.chmod = None | |
os.chown = None | |
os.chroot = None | |
os.fchdir = None | |
os.lchflags = None | |
os.lchmod = None | |
os.lchown = None | |
os.getcwd = None | |
os.chdir = None | |
import shutil | |
shutil.rmtree = None | |
shutil.move = None | |
shutil.chown = None | |
import subprocess | |
subprocess.Popen = None # type: ignore | |
__builtins__["help"] = None | |
import sys | |
sys.modules["ipdb"] = None | |
sys.modules["joblib"] = None | |
sys.modules["resource"] = None | |
sys.modules["psutil"] = None | |
sys.modules["tkinter"] = None | |