Spaces:
Running on Zero
Running on Zero
Upload sandbox.py with huggingface_hub
Browse files- sandbox.py +420 -0
sandbox.py
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| 1 |
+
"""Isolated execution of untrusted Python and Rust.
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| 2 |
+
|
| 3 |
+
The app compiles and runs code that arbitrary visitors typed into a web page.
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| 4 |
+
Running that in-process would hand every visitor the host's environment - which
|
| 5 |
+
on a deployed instance includes the API keys. Everything here exists to keep
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| 6 |
+
those two worlds apart.
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| 7 |
+
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| 8 |
+
Guarantees, strongest first:
|
| 9 |
+
|
| 10 |
+
1. Untrusted code runs in a *separate process* with an explicitly rebuilt
|
| 11 |
+
environment. No API key, token, or secret is inherited - the child gets a
|
| 12 |
+
hand-written allowlist of variables (PATH and the few the OS needs to
|
| 13 |
+
start a process at all), never a copy of os.environ.
|
| 14 |
+
2. Every run is wall-clock bounded and the whole process tree is killed on
|
| 15 |
+
timeout, so an infinite loop cannot pin a worker forever.
|
| 16 |
+
3. Work happens in a throwaway temp directory that is deleted afterwards, so
|
| 17 |
+
nothing can accumulate on disk or read the repository.
|
| 18 |
+
4. On Linux (how this deploys) POSIX rlimits additionally cap CPU seconds,
|
| 19 |
+
address space, file size, and forked processes.
|
| 20 |
+
|
| 21 |
+
Item 4 is unavailable on Windows, so local dev is protected by 1-3 only. That
|
| 22 |
+
is fine for running your own code; the deployed container is where hostile
|
| 23 |
+
input actually arrives, and there the full set applies.
|
| 24 |
+
|
| 25 |
+
What this is NOT: a security boundary strong enough to run genuinely malicious
|
| 26 |
+
code with no further thought. A determined attacker inside the container is
|
| 27 |
+
still inside the container. The container is therefore the real boundary - the
|
| 28 |
+
process-level work here reduces blast radius, it does not replace isolation at
|
| 29 |
+
the platform layer.
|
| 30 |
+
"""
|
| 31 |
+
|
| 32 |
+
from __future__ import annotations
|
| 33 |
+
|
| 34 |
+
import os
|
| 35 |
+
import platform
|
| 36 |
+
import shutil
|
| 37 |
+
import subprocess
|
| 38 |
+
import sys
|
| 39 |
+
import tempfile
|
| 40 |
+
import time
|
| 41 |
+
from dataclasses import dataclass
|
| 42 |
+
|
| 43 |
+
IS_WINDOWS = platform.system() == "Windows"
|
| 44 |
+
|
| 45 |
+
# Wall-clock ceilings, seconds.
|
| 46 |
+
PYTHON_TIMEOUT = int(os.getenv("PYTHON_TIMEOUT", "60"))
|
| 47 |
+
COMPILE_TIMEOUT = int(os.getenv("COMPILE_TIMEOUT", "90"))
|
| 48 |
+
RUN_TIMEOUT = int(os.getenv("RUN_TIMEOUT", "60"))
|
| 49 |
+
|
| 50 |
+
# POSIX-only resource ceilings.
|
| 51 |
+
MAX_CPU_SECONDS = int(os.getenv("MAX_CPU_SECONDS", "60"))
|
| 52 |
+
MAX_MEMORY_MB = int(os.getenv("MAX_MEMORY_MB", "2048"))
|
| 53 |
+
MAX_OUTPUT_CHARS = 20_000
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
@dataclass
|
| 57 |
+
class Result:
|
| 58 |
+
"""Outcome of one sandboxed run."""
|
| 59 |
+
|
| 60 |
+
ok: bool
|
| 61 |
+
stdout: str
|
| 62 |
+
stderr: str
|
| 63 |
+
seconds: float
|
| 64 |
+
stage: str = "run" # "compile" or "run" - which step produced the error
|
| 65 |
+
|
| 66 |
+
@property
|
| 67 |
+
def display(self) -> str:
|
| 68 |
+
"""Human-readable text for the UI output box."""
|
| 69 |
+
if self.ok:
|
| 70 |
+
return self.stdout or "(the program produced no output)"
|
| 71 |
+
label = "Compilation failed" if self.stage == "compile" else "Execution failed"
|
| 72 |
+
detail = (self.stderr or self.stdout or "").strip() or "no diagnostics available"
|
| 73 |
+
return f"{label}\n\n{detail}"
|
| 74 |
+
|
| 75 |
+
|
| 76 |
+
def _safe_env() -> dict[str, str]:
|
| 77 |
+
"""Build a minimal environment from scratch.
|
| 78 |
+
|
| 79 |
+
Deliberately constructed by allowlist rather than by copying os.environ and
|
| 80 |
+
deleting keys - a denylist silently fails the moment a new provider adds an
|
| 81 |
+
env var, and that failure mode leaks a credential.
|
| 82 |
+
"""
|
| 83 |
+
allowed: dict[str, str] = {}
|
| 84 |
+
|
| 85 |
+
# The bare minimum for a process to start and find a toolchain.
|
| 86 |
+
passthrough = ["PATH"]
|
| 87 |
+
if IS_WINDOWS:
|
| 88 |
+
# Windows cannot create a process without these.
|
| 89 |
+
passthrough += ["SYSTEMROOT", "SYSTEMDRIVE", "COMSPEC", "PATHEXT",
|
| 90 |
+
"NUMBER_OF_PROCESSORS", "PROCESSOR_ARCHITECTURE",
|
| 91 |
+
"USERPROFILE", "WINDIR"]
|
| 92 |
+
else:
|
| 93 |
+
passthrough += ["LANG", "LC_ALL", "HOME"]
|
| 94 |
+
|
| 95 |
+
for name in passthrough:
|
| 96 |
+
value = os.environ.get(name)
|
| 97 |
+
if value:
|
| 98 |
+
allowed[name] = value
|
| 99 |
+
|
| 100 |
+
# Keep the child's Python quiet and deterministic.
|
| 101 |
+
allowed["PYTHONUNBUFFERED"] = "1"
|
| 102 |
+
allowed["PYTHONDONTWRITEBYTECODE"] = "1"
|
| 103 |
+
|
| 104 |
+
return allowed
|
| 105 |
+
|
| 106 |
+
|
| 107 |
+
def assert_safe_to_deploy() -> None:
|
| 108 |
+
"""Refuse to serve the public if secrets are sitting on disk.
|
| 109 |
+
|
| 110 |
+
Scrubbing the child's environment stops submitted code from *inheriting* a
|
| 111 |
+
key, but it cannot stop it from calling open('.env'). Verified by test: a
|
| 112 |
+
sandboxed program read the dotenv file in plaintext.
|
| 113 |
+
|
| 114 |
+
On a public host that path has to be closed by not having the file at all -
|
| 115 |
+
secrets belong in the platform's secret store, injected as environment
|
| 116 |
+
variables into the parent only. This turns that requirement into a
|
| 117 |
+
startup check instead of a thing to remember.
|
| 118 |
+
"""
|
| 119 |
+
if os.getenv("PUBLIC_DEPLOYMENT", "0") != "1":
|
| 120 |
+
return
|
| 121 |
+
|
| 122 |
+
here = os.path.dirname(os.path.abspath(__file__))
|
| 123 |
+
offenders = [
|
| 124 |
+
name for name in (".env", ".env.local", ".env.production")
|
| 125 |
+
if os.path.exists(os.path.join(here, name))
|
| 126 |
+
]
|
| 127 |
+
if offenders:
|
| 128 |
+
raise RuntimeError(
|
| 129 |
+
"Refusing to start in public mode with secret files on disk: "
|
| 130 |
+
f"{', '.join(offenders)}.\n"
|
| 131 |
+
"Submitted code runs on this filesystem and can read them. "
|
| 132 |
+
"Delete the file and supply secrets as environment variables "
|
| 133 |
+
"(on Hugging Face Spaces: Settings -> Variables and secrets)."
|
| 134 |
+
)
|
| 135 |
+
|
| 136 |
+
|
| 137 |
+
def _preexec():
|
| 138 |
+
"""Apply POSIX resource limits in the child before exec. Linux/macOS only."""
|
| 139 |
+
import resource
|
| 140 |
+
|
| 141 |
+
resource.setrlimit(resource.RLIMIT_CPU, (MAX_CPU_SECONDS, MAX_CPU_SECONDS))
|
| 142 |
+
mem = MAX_MEMORY_MB * 1024 * 1024
|
| 143 |
+
resource.setrlimit(resource.RLIMIT_AS, (mem, mem))
|
| 144 |
+
resource.setrlimit(resource.RLIMIT_FSIZE, (64 * 1024 * 1024, 64 * 1024 * 1024))
|
| 145 |
+
# No forking - blocks fork bombs and most attempts to outlive the timeout.
|
| 146 |
+
resource.setrlimit(resource.RLIMIT_NPROC, (64, 64))
|
| 147 |
+
# New process group so a timeout kill takes any children with it.
|
| 148 |
+
os.setsid()
|
| 149 |
+
|
| 150 |
+
|
| 151 |
+
def _popen_kwargs() -> dict:
|
| 152 |
+
kwargs: dict = {}
|
| 153 |
+
if IS_WINDOWS:
|
| 154 |
+
# Lets us terminate the whole tree on timeout.
|
| 155 |
+
kwargs["creationflags"] = subprocess.CREATE_NEW_PROCESS_GROUP
|
| 156 |
+
else:
|
| 157 |
+
kwargs["preexec_fn"] = _preexec
|
| 158 |
+
return kwargs
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
def _truncate(text: str) -> str:
|
| 162 |
+
if text is None:
|
| 163 |
+
return ""
|
| 164 |
+
if len(text) <= MAX_OUTPUT_CHARS:
|
| 165 |
+
return text
|
| 166 |
+
return text[:MAX_OUTPUT_CHARS] + f"\n\n... output truncated at {MAX_OUTPUT_CHARS:,} characters ..."
|
| 167 |
+
|
| 168 |
+
|
| 169 |
+
def _kill_tree(proc: subprocess.Popen) -> None:
|
| 170 |
+
"""Kill a process and everything it spawned."""
|
| 171 |
+
try:
|
| 172 |
+
if IS_WINDOWS:
|
| 173 |
+
subprocess.run(["taskkill", "/F", "/T", "/PID", str(proc.pid)],
|
| 174 |
+
capture_output=True, timeout=10)
|
| 175 |
+
else:
|
| 176 |
+
import signal
|
| 177 |
+
os.killpg(os.getpgid(proc.pid), signal.SIGKILL)
|
| 178 |
+
except Exception:
|
| 179 |
+
pass
|
| 180 |
+
try:
|
| 181 |
+
proc.wait(timeout=5)
|
| 182 |
+
except Exception:
|
| 183 |
+
pass
|
| 184 |
+
|
| 185 |
+
|
| 186 |
+
def _run(cmd: list[str], cwd: str, timeout: int, stage: str) -> Result:
|
| 187 |
+
"""Run one command under the full set of restrictions."""
|
| 188 |
+
started = time.perf_counter()
|
| 189 |
+
try:
|
| 190 |
+
proc = subprocess.Popen(
|
| 191 |
+
cmd,
|
| 192 |
+
cwd=cwd,
|
| 193 |
+
env=_safe_env(),
|
| 194 |
+
stdin=subprocess.DEVNULL, # never block waiting on input
|
| 195 |
+
stdout=subprocess.PIPE,
|
| 196 |
+
stderr=subprocess.PIPE,
|
| 197 |
+
text=True,
|
| 198 |
+
**_popen_kwargs(),
|
| 199 |
+
)
|
| 200 |
+
except FileNotFoundError as e:
|
| 201 |
+
return Result(False, "", f"Toolchain not found: {e}", 0.0, stage)
|
| 202 |
+
|
| 203 |
+
try:
|
| 204 |
+
stdout, stderr = proc.communicate(timeout=timeout)
|
| 205 |
+
except subprocess.TimeoutExpired:
|
| 206 |
+
_kill_tree(proc)
|
| 207 |
+
elapsed = time.perf_counter() - started
|
| 208 |
+
return Result(
|
| 209 |
+
False, "",
|
| 210 |
+
f"Timed out after {timeout}s and was terminated.\n"
|
| 211 |
+
f"The sandbox caps how long submitted code may run.",
|
| 212 |
+
elapsed, stage,
|
| 213 |
+
)
|
| 214 |
+
|
| 215 |
+
elapsed = time.perf_counter() - started
|
| 216 |
+
return Result(proc.returncode == 0, _truncate(stdout), _truncate(stderr), elapsed, stage)
|
| 217 |
+
|
| 218 |
+
|
| 219 |
+
# --------------------------------------------------------------------------
|
| 220 |
+
# public API
|
| 221 |
+
# --------------------------------------------------------------------------
|
| 222 |
+
|
| 223 |
+
|
| 224 |
+
def run_python(code: str) -> Result:
|
| 225 |
+
"""Execute untrusted Python in a subprocess.
|
| 226 |
+
|
| 227 |
+
The notebook original used exec() in the web server's own process with full
|
| 228 |
+
builtins, which let any visitor read os.environ - and therefore every API
|
| 229 |
+
key on the host. This runs it out-of-process against a scrubbed environment
|
| 230 |
+
instead.
|
| 231 |
+
"""
|
| 232 |
+
if not code.strip():
|
| 233 |
+
return Result(False, "", "No Python code to run.", 0.0)
|
| 234 |
+
|
| 235 |
+
with tempfile.TemporaryDirectory(prefix="pyrun_") as tmp:
|
| 236 |
+
path = os.path.join(tmp, "program.py")
|
| 237 |
+
with open(path, "w", encoding="utf-8") as f:
|
| 238 |
+
f.write(code)
|
| 239 |
+
# -I: isolated mode. Ignores PYTHON* env vars and keeps the script's
|
| 240 |
+
# directory off sys.path, so it cannot import anything from this repo.
|
| 241 |
+
return _run([sys.executable, "-I", "-S", path], tmp, PYTHON_TIMEOUT, "run")
|
| 242 |
+
|
| 243 |
+
|
| 244 |
+
@dataclass(frozen=True)
|
| 245 |
+
class Language:
|
| 246 |
+
"""A compiled target the app can translate Python into."""
|
| 247 |
+
|
| 248 |
+
key: str # internal id
|
| 249 |
+
display: str # shown in the UI
|
| 250 |
+
extension: str # source file suffix
|
| 251 |
+
highlight: str # gradio Code component language
|
| 252 |
+
compilers: tuple[str, ...] # executables to look for, in order of preference
|
| 253 |
+
install_hint: str
|
| 254 |
+
|
| 255 |
+
def find_compiler(self) -> str | None:
|
| 256 |
+
for name in self.compilers:
|
| 257 |
+
found = shutil.which(name)
|
| 258 |
+
if found:
|
| 259 |
+
return found
|
| 260 |
+
return None
|
| 261 |
+
|
| 262 |
+
|
| 263 |
+
LANGUAGES: dict[str, Language] = {
|
| 264 |
+
"rust": Language(
|
| 265 |
+
key="rust",
|
| 266 |
+
display="Rust",
|
| 267 |
+
extension="rs",
|
| 268 |
+
highlight="cpp", # gradio has no rust mode; cpp reads acceptably
|
| 269 |
+
compilers=("rustc",),
|
| 270 |
+
install_hint="https://rustup.rs",
|
| 271 |
+
),
|
| 272 |
+
"cpp": Language(
|
| 273 |
+
key="cpp",
|
| 274 |
+
display="C++",
|
| 275 |
+
extension="cpp",
|
| 276 |
+
highlight="cpp",
|
| 277 |
+
compilers=("g++", "clang++", "c++"),
|
| 278 |
+
install_hint="https://gcc.gnu.org or https://winlibs.com on Windows",
|
| 279 |
+
),
|
| 280 |
+
}
|
| 281 |
+
|
| 282 |
+
DEFAULT_LANGUAGE = "rust"
|
| 283 |
+
|
| 284 |
+
|
| 285 |
+
def build_compile_command(language: Language, compiler: str, source: str,
|
| 286 |
+
binary: str) -> list[str]:
|
| 287 |
+
"""Optimisation flags per toolchain.
|
| 288 |
+
|
| 289 |
+
Both sets deliberately trade compile time for runtime - whole-program
|
| 290 |
+
optimisation, native CPU targeting, no unwinding machinery where it can be
|
| 291 |
+
dropped. Compile time is excluded from the measurement, so this is free.
|
| 292 |
+
"""
|
| 293 |
+
if language.key == "rust":
|
| 294 |
+
return [
|
| 295 |
+
compiler, source,
|
| 296 |
+
"-C", "opt-level=3",
|
| 297 |
+
"-C", "target-cpu=native",
|
| 298 |
+
"-C", "codegen-units=1",
|
| 299 |
+
"-C", "lto=fat",
|
| 300 |
+
"-C", "panic=abort",
|
| 301 |
+
"-C", "strip=symbols",
|
| 302 |
+
"-o", binary,
|
| 303 |
+
]
|
| 304 |
+
return [
|
| 305 |
+
compiler, source,
|
| 306 |
+
"-std=c++17",
|
| 307 |
+
"-O3",
|
| 308 |
+
"-march=native",
|
| 309 |
+
"-funroll-loops",
|
| 310 |
+
"-fno-plt",
|
| 311 |
+
"-flto",
|
| 312 |
+
"-o", binary,
|
| 313 |
+
]
|
| 314 |
+
|
| 315 |
+
|
| 316 |
+
def run_compiled(language_key: str, code: str) -> tuple[Result, str]:
|
| 317 |
+
"""Compile and execute untrusted code. Returns (result, compile command)."""
|
| 318 |
+
language = LANGUAGES.get(language_key)
|
| 319 |
+
if language is None:
|
| 320 |
+
return Result(False, "", f"Unknown language: {language_key}", 0.0, "compile"), ""
|
| 321 |
+
|
| 322 |
+
if not code.strip():
|
| 323 |
+
return Result(False, "", f"No {language.display} code to compile.",
|
| 324 |
+
0.0, "compile"), ""
|
| 325 |
+
|
| 326 |
+
compiler = language.find_compiler()
|
| 327 |
+
if not compiler:
|
| 328 |
+
return Result(
|
| 329 |
+
False, "",
|
| 330 |
+
f"No {language.display} compiler found on PATH "
|
| 331 |
+
f"(looked for: {', '.join(language.compilers)}).\n"
|
| 332 |
+
f"Install one from {language.install_hint} to run generated code.",
|
| 333 |
+
0.0, "compile",
|
| 334 |
+
), ""
|
| 335 |
+
|
| 336 |
+
binary = "program.exe" if IS_WINDOWS else "program"
|
| 337 |
+
source_name = f"main.{language.extension}"
|
| 338 |
+
|
| 339 |
+
with tempfile.TemporaryDirectory(prefix=f"{language.key}run_") as tmp:
|
| 340 |
+
with open(os.path.join(tmp, source_name), "w", encoding="utf-8") as f:
|
| 341 |
+
f.write(code)
|
| 342 |
+
|
| 343 |
+
cmd = build_compile_command(language, compiler, source_name, binary)
|
| 344 |
+
pretty = " ".join([os.path.basename(cmd[0])] + cmd[1:])
|
| 345 |
+
|
| 346 |
+
compiled = _run(cmd, tmp, COMPILE_TIMEOUT, "compile")
|
| 347 |
+
if not compiled.ok:
|
| 348 |
+
return compiled, pretty
|
| 349 |
+
|
| 350 |
+
# Time execution only - trading compile time for runtime is the entire
|
| 351 |
+
# premise of these flags, so charging the result for it measures wrong.
|
| 352 |
+
return _run([os.path.join(tmp, binary)], tmp, RUN_TIMEOUT, "run"), pretty
|
| 353 |
+
|
| 354 |
+
|
| 355 |
+
def available_languages() -> list[str]:
|
| 356 |
+
"""Language keys with a working compiler on this machine."""
|
| 357 |
+
return [key for key, lang in LANGUAGES.items() if lang.find_compiler()]
|
| 358 |
+
|
| 359 |
+
|
| 360 |
+
_probe_cache: dict[str, bool] = {}
|
| 361 |
+
|
| 362 |
+
|
| 363 |
+
def cpp_has_int128() -> bool:
|
| 364 |
+
"""Whether this C++ toolchain supports the __int128 extension.
|
| 365 |
+
|
| 366 |
+
Worth probing rather than assuming. It is a GCC/Clang extension present on
|
| 367 |
+
64-bit Linux (so the deployed container has it) but missing from MinGW on
|
| 368 |
+
Windows. Models reach for it unprompted when a benchmark needs wide
|
| 369 |
+
accumulators, and telling them "avoid non-portable extensions" is too weak
|
| 370 |
+
to stop it - stating the capability as a fact is not.
|
| 371 |
+
"""
|
| 372 |
+
if "int128" in _probe_cache:
|
| 373 |
+
return _probe_cache["int128"]
|
| 374 |
+
|
| 375 |
+
lang = LANGUAGES["cpp"]
|
| 376 |
+
compiler = lang.find_compiler()
|
| 377 |
+
if not compiler:
|
| 378 |
+
_probe_cache["int128"] = False
|
| 379 |
+
return False
|
| 380 |
+
|
| 381 |
+
snippet = "unsigned __int128 x = 1; int main(){ return (int)(x & 1) - 1; }"
|
| 382 |
+
with tempfile.TemporaryDirectory(prefix="probe_") as tmp:
|
| 383 |
+
path = os.path.join(tmp, "probe.cpp")
|
| 384 |
+
with open(path, "w", encoding="utf-8") as f:
|
| 385 |
+
f.write(snippet)
|
| 386 |
+
out = os.path.join(tmp, "probe.exe" if IS_WINDOWS else "probe")
|
| 387 |
+
try:
|
| 388 |
+
proc = subprocess.run(
|
| 389 |
+
[compiler, "-std=c++17", "-fsyntax-only", path],
|
| 390 |
+
capture_output=True, text=True, timeout=25, env=_safe_env(),
|
| 391 |
+
)
|
| 392 |
+
ok = proc.returncode == 0
|
| 393 |
+
except Exception:
|
| 394 |
+
ok = False
|
| 395 |
+
|
| 396 |
+
_probe_cache["int128"] = ok
|
| 397 |
+
return ok
|
| 398 |
+
|
| 399 |
+
|
| 400 |
+
def _version_of(path: str) -> str:
|
| 401 |
+
try:
|
| 402 |
+
out = subprocess.run([path, "--version"], capture_output=True,
|
| 403 |
+
text=True, timeout=5)
|
| 404 |
+
return (out.stdout or out.stderr).strip().splitlines()[0]
|
| 405 |
+
except Exception:
|
| 406 |
+
return os.path.basename(path)
|
| 407 |
+
|
| 408 |
+
|
| 409 |
+
def toolchain_status() -> dict[str, str]:
|
| 410 |
+
"""Report what the sandbox can actually run, for the UI to display."""
|
| 411 |
+
status: dict[str, str] = {}
|
| 412 |
+
for key, lang in LANGUAGES.items():
|
| 413 |
+
found = lang.find_compiler()
|
| 414 |
+
status[key] = _version_of(found) if found else ""
|
| 415 |
+
status["python"] = f"Python {platform.python_version()}"
|
| 416 |
+
status["isolation"] = (
|
| 417 |
+
"full (rlimits + scrubbed env)" if not IS_WINDOWS
|
| 418 |
+
else "partial (scrubbed env, no rlimits on Windows)"
|
| 419 |
+
)
|
| 420 |
+
return status
|