unsloth/studio/backend/core/inference/tools.py
Daniel Han 7a0bacdba8 studio: address round-2 sandbox review findings
Round-3 follow-up on the same hardening PR after a second 20-reviewer
pass. Every change is detection-widening; legitimate tool calls remain
allowed.

Pathlib readers (Path.open, Path.read_text, Path.read_bytes) now share
one extraction path. The new _extract_pathlib_target helper resolves
Path(a), Path(a, b, ...), Path(...).joinpath(b), and Path(...) / b
through statically-resolvable string parts. NetworkAndIoVisitor tracks
Path aliases (from pathlib import Path as P) and pathlib module aliases
(import pathlib as pl) so the aliased forms hit the same gate. For
receiver-side reads the path is taken exclusively from the receiver --
Path('/etc/shadow').open('r') no longer mis-reads the mode flag as a
path.

The credential-path regex set now matches the POSIX ~user/ expansion
(cat ~ubuntu/.aws/credentials), and the SSH private-key end anchor
includes > so that redirect-attached forms (cat ~/.ssh/id_rsa>... )
are not split-tokenised through the gate. A new
_SENSITIVE_ROOT_WITH_EXPANSION_RE detects sensitive root prefixes
followed by $(...) or backtick substitution, and _find_sensitive_paths
now enumerates bash brace expansion {a,b} plus small glob char classes,
and runs every projection through path-separator normalisation that
collapses // and /./.

Network host validation reaches keyword arguments (url=, host=,
hostname=, address=), host-first APIs whose first positional arg is the
host (socket.create_connection, socket.getaddrinfo,
http.client.HTTPConnection, http.client.HTTPSConnection), and the
url-second APIs (requests.request, httpx.request).

builtins.exec, builtins.eval, and __builtins__.eval flow through the
same literal-payload recursion as the bare forms, including aliased
import builtins as b. open(file=...) and io.open(file=...) keyword
forms are gated alongside the positional form, and the open() path
candidates run through both backslash normalisation and the
//-collapse projection so equivalent spellings (/etc//shadow,
/etc/./shadow) cannot bypass.

Tests grow from 205 to 281 hardening cases (TestR2Finding1 through
TestR2Finding16) and from 131 + 205 = 336 to 131 + 281 = 412 in the
local sweep. Negative cases for every fix continue to ensure
legitimate tool use (Path('data.csv').open(), open(file='logs/today.log'),
requests.get(url='https://wikipedia.org/'), find src/, etc.) stays
allowed.
2026-05-19 12:00:34 +00:00

2703 lines
103 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-only
# Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
"""
Tool definitions and executors for LLM tool calling.
Supports web search (DuckDuckGo), Python code execution, and terminal commands.
"""
import ast
import http.client
import os
import signal
os.environ["UNSLOTH_IS_PRESENT"] = "1"
import random
import re
import shlex
import ssl
import subprocess
import sys
import tempfile
import threading
import urllib.request
from loggers import get_logger
logger = get_logger(__name__)
_EXEC_TIMEOUT = 300 # 5 minutes
# Pre-import modules used in _sandbox_preexec at module level so that
# the preexec_fn closure does not trigger the import machinery in the
# forked child (which can deadlock in multi-threaded servers).
_libc = None
if sys.platform == "linux":
try:
import ctypes
import ctypes.util
_libc_name = ctypes.util.find_library("c")
if _libc_name:
_libc = ctypes.CDLL(_libc_name, use_errno = True)
except (OSError, AttributeError):
pass
_resource = None
if sys.platform != "win32":
try:
import resource as _resource
except ImportError:
pass
# Strict raster-image allowlist for sandbox file serving.
# No .svg (XSS risk via embedded scripts), no .html, no .pdf.
_IMAGE_EXTS = frozenset({".png", ".jpg", ".jpeg", ".gif", ".webp", ".bmp"})
_MAX_OUTPUT_CHARS = 8000 # truncate long output
_BLOCKED_COMMANDS_COMMON = frozenset(
{
"rm",
"dd",
"chmod",
"chown",
"mkfs",
"mount",
"umount",
"fdisk",
"sudo",
"su",
"doas",
"pkexec",
"shutdown",
"reboot",
"halt",
"poweroff",
"kill",
"killall",
"pkill",
"passwd",
"curl",
"wget",
"nc",
"ncat",
"netcat",
"socat",
"ssh",
"scp",
"sftp",
"rsync",
"eval",
"source",
}
)
_BLOCKED_COMMANDS_WIN = frozenset(
{
"rmdir",
"takeown",
"icacls",
"runas",
"powershell",
"pwsh",
}
)
_BLOCKED_COMMANDS = (
_BLOCKED_COMMANDS_COMMON | _BLOCKED_COMMANDS_WIN
if sys.platform == "win32"
else _BLOCKED_COMMANDS_COMMON
)
_SHELL_SEPARATORS = frozenset(
{";", "&&", "||", "|", "&", "\n", "(", ")", "`", "{", "}"}
)
# Bash keywords that introduce a new command position (then $cmd, do $cmd, etc.).
_SHELL_KEYWORDS_AS_SEP = frozenset({"then", "do", "else", "elif"})
# Wrappers whose next non-flag argument is itself the command Bash will exec.
_COMMAND_PREFIXES = frozenset(
{
"env",
"command",
"builtin",
"exec",
"time",
"nohup",
"nice",
"setsid",
"stdbuf",
"timeout",
"ionice",
"chroot",
"sudo",
"doas",
"su",
"xargs",
}
)
_ASSIGNMENT_RE = re.compile(r"^[A-Za-z_][A-Za-z0-9_]*=")
_FIND_EXEC_FLAGS = frozenset({"-exec", "-execdir", "-ok", "-okdir"})
# Narrow allow-list of CLEAR credential / process-state targets.
#
# Two categories:
#
# * ``_HOME_RELATIVE_SENSITIVE`` — relative paths under the user's home that
# are dangerous ONLY when accessed via a home-equivalent prefix (``~``,
# ``$HOME``, ``${HOME}``, ``/home/<user>``, ``/Users/<user>``, ``/root``).
# This is what keeps project-local files like ``./project/.npmrc`` /
# ``./pkg/.pypirc`` readable while ``~/.npmrc`` is denied.
#
# * ``_ABSOLUTE_SENSITIVE`` — absolute paths that are dangerous wherever
# they appear (`/etc/shadow`, `/proc/<pid>/environ`, etc.).
#
# Anything with a legitimate LLM-tool-use case (``~/.gitconfig``,
# ``~/.bashrc``, ``~/.ssh/config``, ``~/.ssh/known_hosts``, ``/etc/hosts``,
# ``~/.npm/`` cache, project-local rc files, ``~/.bash_history``,
# ``~/.cache/``) MUST stay out of this list — those still flow through.
# SSH private-key alternatives require a filename-end boundary so that
# the matching public key ``~/.ssh/id_rsa.pub`` (legitimate developer
# action) is NOT blocked. Non-key entries deliberately omit the end
# anchor: ``.aws/credentials.bak`` etc. are still credentials.
_SSH_KEY_END = r"(?=$|[\s'\";&|)<>])"
_HOME_RELATIVE_SENSITIVE = (
# SSH private keys (config / known_hosts / *.pub intentionally allowed)
rf"\.ssh/id_rsa{_SSH_KEY_END}",
rf"\.ssh/id_ed25519{_SSH_KEY_END}",
rf"\.ssh/id_ecdsa{_SSH_KEY_END}",
rf"\.ssh/id_dsa{_SSH_KEY_END}",
rf"\.ssh/identity{_SSH_KEY_END}",
# Cloud provider credentials
r"\.aws/credentials",
r"\.docker/config\.json",
r"\.kube/config",
r"\.config/gcloud/application_default_credentials",
r"\.config/gcloud/access_tokens",
r"\.config/gcloud/credentials",
# Personal package-manager tokens (project-local rc stays readable)
r"\.pypirc",
r"\.npmrc",
r"\.cargo/credentials",
# Authentication / password stores
r"\.netrc",
r"\.password-store",
r"\.gnupg/private-keys-v1\.d",
)
_ABSOLUTE_SENSITIVE = (
r"/etc/shadow",
r"/etc/sudoers",
r"/etc/ssh/ssh_host_[^\s'\"]+",
r"/proc/(?:self|\d+)/(?:environ|mem|maps|auxv)",
r"/proc/kcore",
r"/proc/kallsyms",
r"/var/spool/cron/[^\s'\"]*",
)
# Home-equivalent prefix the path must be preceded by for HOME_RELATIVE
# entries to fire. Covers POSIX tilde forms (``~/`` and ``~user/``),
# $HOME / ${HOME}, POSIX absolute homes (/home/<u>, /root, /Users/<u>),
# and Windows env-var / drive-letter homes (%USERPROFILE%,
# %HOMEDRIVE%%HOMEPATH%, $env:USERPROFILE, C:/Users/<u>). Backslashes get
# normalized to forward slashes in _find_sensitive_paths before matching,
# so Windows-style C:\Users\... input is covered by the C:/Users/...
# branch here. ``~ubuntu/`` matches the POSIX ``~user/`` shell expansion
# that bash resolves to that user's home directory before exec.
_HOME_PREFIX_RE = (
r"(?:"
r"~(?:[^/\s'\";&|)<>]*)?"
r"|\$\{?HOME\}?"
r"|%USERPROFILE%"
r"|%HOMEDRIVE%%HOMEPATH%"
r"|\$env:USERPROFILE"
r"|\$\{?env:USERPROFILE\}?"
r"|/home/[^/\s'\"]+"
r"|/root"
r"|/Users/[^/\s'\"]+"
r"|[A-Za-z]:/Users/[^/\s'\"]+"
r")/"
)
# Path-token start anchor: refuse to match inside a longer path like
# ``./workspace/home/u/.aws/credentials`` or ``/tmp/home/u/.npmrc`` --
# those are project-local lookalikes, not host credentials. The negative
# lookbehind keeps matches anchored to a real shell token boundary.
_PATH_TOKEN_START = r"(?<![A-Za-z0-9_./~$%-])"
_HOME_SENSITIVE_RE = re.compile(
_PATH_TOKEN_START
+ _HOME_PREFIX_RE
+ r"(?:"
+ "|".join(_HOME_RELATIVE_SENSITIVE)
+ r")",
re.IGNORECASE,
)
_ABSOLUTE_SENSITIVE_RE = re.compile(
_PATH_TOKEN_START + r"(?:" + "|".join(_ABSOLUTE_SENSITIVE) + r")",
re.IGNORECASE,
)
# Sensitive root prefix immediately followed by a shell substitution
# (``$(...)`` or backticks). Catches dynamic-path constructions like
# ``cat /etc/$(printf shadow)`` or ``cat /proc/1/$(echo environ)`` that
# materialise a protected path AFTER the literal scan has run.
_SENSITIVE_ROOT_WITH_EXPANSION_RE = re.compile(
_PATH_TOKEN_START
+ r"(?:"
+ r"~(?:[^/\s'\";&|)<>]*)?/"
+ r"|\$\{?HOME\}?/"
+ r"|/home/[^/\s'\"]+/"
+ r"|/root/"
+ r"|/Users/[^/\s'\"]+/"
+ r"|/etc/"
+ r"|/proc/(?:self|\d+)/"
+ r"|/var/spool/"
+ r")"
+ r"[^\s'\";&|`$]*"
+ r"(?:\$\([^)]*\)|`[^`]+`)",
re.IGNORECASE,
)
_BRACE_EXPANSION_RE = re.compile(r"\{([^{}]*,[^{}]*)\}")
def _normalize_path_separators(text: str) -> str:
"""Collapse ``//`` to ``/`` and remove ``/./`` segments so that
filesystem-equivalent spellings of a sensitive path
(``/etc//shadow``, ``/etc/./shadow``) match the canonical pattern."""
if not text:
return text
# Preserve the scheme separator (``http://``); collapse only path slashes.
collapsed = re.sub(r"(?<!:)//+", "/", text)
while "/./" in collapsed:
collapsed = collapsed.replace("/./", "/")
if collapsed.endswith("/."):
collapsed = collapsed[:-2] or "/"
return collapsed
def _expand_brace_projections(text: str, limit: int = 64) -> set[str]:
"""Return the set of strings reachable from *text* by applying bash
brace expansion ``{a,b}`` and bounded ``[abc]`` glob character
classes. Bounded to ``limit`` to keep adversarial inputs from
fanning out unboundedly."""
out = {text}
if "{" not in text and "[" not in text:
return out
queue = [text]
glob_re = re.compile(r"\[([^\]/\\!^]{1,8})\]")
while queue and len(out) < limit:
cur = queue.pop()
brace = _BRACE_EXPANSION_RE.search(cur)
if brace:
for alt in brace.group(1).split(","):
nxt = cur[: brace.start()] + alt + cur[brace.end():]
if nxt not in out:
out.add(nxt)
queue.append(nxt)
if len(out) >= limit:
break
continue
klass = glob_re.search(cur)
if klass:
for ch in klass.group(1):
if ch == "-":
continue
nxt = cur[: klass.start()] + ch + cur[klass.end():]
if nxt not in out:
out.add(nxt)
queue.append(nxt)
if len(out) >= limit:
break
return out
def _find_sensitive_paths(command: str) -> set[str]:
"""Return any sensitive credential / process-state paths in *command*.
Two-class matching:
* Home-relative paths (``.ssh/id_rsa``, ``.aws/credentials``,
``.npmrc``, …) match only when prefixed by a home-equivalent
token (``~/``, ``$HOME/``, ``/home/<user>/``, ``/root/``,
``/Users/<user>/``, ``%USERPROFILE%/``, ``C:/Users/<user>/``).
This keeps project-local files like ``./project/.npmrc``
readable.
* Absolute system paths (``/etc/shadow``, ``/proc/<pid>/environ``,
…) match anywhere they appear.
To resist shell-quote splicing (``cat /etc/sha''dow``,
``cat ~/'.ssh/id_rsa'``) we scan three projections of the command:
the raw text, a backslash-normalized copy (so Windows
``C:\\Users\\alice\\.ssh\\id_rsa`` is checked under the
``C:/Users/…`` branch), and a shlex-dequoted token reconstruction.
Nested ``bash -c ''`` / ``cmd /c ''`` payloads are then recursed
into so the bypass surface mirrors ``_find_blocked_commands``.
Used by both ``_bash_exec`` (gates the raw command) and the Python
AST gate (via ``_check_args_for_blocked``, so
``os.system('cat ~/.ssh/id_rsa')`` is caught the same way as the
bash equivalent).
The allow-list intentionally excludes common LLM-developer-tool
paths (``~/.gitconfig``, ``~/.bashrc``, ``~/.ssh/config``,
``~/.ssh/known_hosts``, ``/etc/hosts``, ``~/.cache/``, ``*.pub``
SSH public keys, project-local rc files) so legitimate tool calls
like ``cat ~/.gitconfig`` or ``find src/ -name '*.py'`` still work.
"""
if not command:
return set()
# Pre-normalise backslashes so the POSIX shlex below does not treat
# ``C:\Users\alice`` as containing escape sequences (POSIX shlex
# would otherwise collapse it to ``C:Usersalice`` and lose the path
# structure). Both projections feed the regex scan.
normalized = command.replace("\\", "/") if "\\" in command else command
# Always use POSIX shlex for the dequote reconstruction regardless of
# host OS: the threat model is shell-quote splicing (``cat /etc/sha''dow``,
# ``bash -c "cat ~/'.ssh/id_rsa'"``) which is POSIX syntax. Running
# non-POSIX shlex on Windows leaves the splice quotes intact and the
# bypass slips through.
try:
lexer = shlex.shlex(normalized, posix = True, punctuation_chars = ";&|()`")
lexer.whitespace_split = True
tokens = list(lexer)
except ValueError:
tokens = normalized.split()
raw_targets = [command]
if normalized is not command:
raw_targets.append(normalized)
if tokens:
raw_targets.append(" ".join(tokens))
# Cross-product the projections so the regexes see every shape:
# raw / backslash-normalised / shlex-dequoted x with-and-without
# path-separator normalisation x brace and glob expansions.
scan_targets: set[str] = set()
for text in raw_targets:
for projected in _expand_brace_projections(text):
scan_targets.add(projected)
normalized_path = _normalize_path_separators(projected)
if normalized_path != projected:
scan_targets.add(normalized_path)
found: set[str] = set()
for text in scan_targets:
for m in _HOME_SENSITIVE_RE.finditer(text):
found.add(m.group(0))
for m in _ABSOLUTE_SENSITIVE_RE.finditer(text):
found.add(m.group(0))
# Sensitive prefix + shell substitution that the literal scan
# cannot statically resolve (``cat /etc/$(printf shadow)``).
for m in _SENSITIVE_ROOT_WITH_EXPANSION_RE.finditer(text):
found.add(m.group(0))
# Recurse into nested shells. Mirrors the structure in
# _find_blocked_commands so ``bash -c "cat ~/.ssh/id_rsa"`` and
# ``cmd /c type %USERPROFILE%\.aws\credentials`` both surface.
_SHELLS = {"bash", "sh", "zsh", "dash", "ksh", "csh", "tcsh", "fish"}
_SHELLS_WIN = {"cmd", "cmd.exe"}
for i, token in enumerate(tokens):
tok_lower = token.lower()
is_unix_c = tok_lower == "-c" or (
tok_lower.startswith("-")
and tok_lower.endswith("c")
and not tok_lower.startswith("--")
)
is_win_c = tok_lower == "/c"
if not (is_unix_c or is_win_c) or i < 1 or i + 1 >= len(tokens):
continue
for j in range(i - 1, -1, -1):
prev = tokens[j]
if prev.startswith("-"):
continue
if is_win_c and prev.startswith("/") and len(prev) <= 3:
continue
prev_base = os.path.basename(prev).lower()
if is_unix_c and prev_base in _SHELLS:
found |= _find_sensitive_paths(tokens[i + 1])
elif is_win_c and prev_base in _SHELLS_WIN:
found |= _find_sensitive_paths(tokens[i + 1])
break
return found
def _find_blocked_commands(command: str) -> set[str]:
"""Detect blocked commands at shell command position only.
A token is at command position if it is the first token, or if the
preceding token is a shell separator / brace-group opener / keyword
that starts a new command (`then`, `do`, etc.), or a command-prefix
wrapper like `env` / `time` / `xargs` (the next token is the real
command). Tokens in argument position (`grep -r curl .`,
`echo source the data`, `ls /usr/bin/curl`) are passed through.
Also scans `find ... -exec CMD` and recurses into bash -c / cmd /c.
"""
blocked: set[str] = set()
# shlex with punctuation_chars splits `;`, `&&`, `||`, `|`, `(`, `)`, `` ` ``
# off as their own tokens so we can detect command position even when a
# caller writes `echo done; rm -rf x` (no whitespace) or quote-splits the
# command name itself (`r''m` collapses to a single token `rm` at command
# position after the `;` separator).
try:
if sys.platform == "win32":
tokens = shlex.split(command, posix = False)
else:
lexer = shlex.shlex(command, posix = True, punctuation_chars = ";&|()`")
lexer.whitespace_split = True
tokens = list(lexer)
except ValueError:
tokens = command.split()
def _token_basename(tok: str) -> str:
# shlex may glue trailing meta-chars onto a token (`rm;`); strip them
# so the basename match still hits `rm`. Leading shell-state chars
# likewise.
tok = tok.strip(";&|()`{}")
base = os.path.basename(tok).lower()
stem, ext = os.path.splitext(base)
if ext in {".exe", ".com", ".bat", ".cmd"}:
base = stem
return base
expect_command = True # start of string is a command position
prefix_pending = False # last command-position token was env/time/timeout/xargs/...
for token in tokens:
if token in _SHELL_SEPARATORS or token in _SHELL_KEYWORDS_AS_SEP:
expect_command = True
prefix_pending = False
continue
if token.startswith("-"):
# Flags belong to the active command. While a wrapper prefix is
# waiting for its command (`stdbuf -oL cmd`, `xargs -- cmd`),
# keep expect_command intact.
if not prefix_pending:
expect_command = False
continue
if not expect_command:
continue
# FOO=bar prefix: assignment list, next non-assignment token is the command.
if _ASSIGNMENT_RE.match(token):
continue
# `timeout 1 cmd` / `nice -n 5 cmd` style numeric wrapper arg.
if prefix_pending and token.lstrip("-").isdigit():
continue
base = _token_basename(token)
if base in _BLOCKED_COMMANDS:
blocked.add(base)
# Wrappers (`env` / `time` / `xargs` / `sudo`) consume one command; the
# next non-flag, non-numeric token is the real command. `sudo` is
# already in _BLOCKED_COMMANDS, so it's flagged AND we keep walking.
if base in _COMMAND_PREFIXES:
prefix_pending = True
continue
expect_command = False
prefix_pending = False
# `find ... -exec CMD ... ;` and `-execdir CMD ... ;` invoke CMD directly.
for i, tok in enumerate(tokens):
if tok in _FIND_EXEC_FLAGS and i + 1 < len(tokens):
base = _token_basename(tokens[i + 1])
if base in _BLOCKED_COMMANDS:
blocked.add(base)
# Regex: blocked words at shell command boundaries that shlex won't see,
# e.g. inside an unquoted $(rm -rf), <(rm), backtick chain, or appended to
# a separator with no whitespace ("foo;rm"). Anchored to command-position
# delimiters; does not match in argument position.
lowered = command.lower()
if _BLOCKED_COMMANDS:
words_alt = "|".join(re.escape(w) for w in sorted(_BLOCKED_COMMANDS))
pattern = (
rf"(?:^|[;&|`\n(]\s*|[$]\(\s*|<\(\s*)"
rf"(?:[\w./\\-]*/|[a-zA-Z]:[/\\][\w./\\-]*)?"
rf"({words_alt})(?:\.(?:exe|com|bat|cmd))?\b"
)
blocked.update(re.findall(pattern, lowered))
# Nested shell invocations (bash -c 'sudo whoami',
# bash -lc '...', bash --login -c '...', cmd /c '...').
# When a -c or /c flag is found, look backwards for a shell name
# (skipping intermediate flags like --login, -l, -x) and recursively
# scan the nested command string.
_SHELLS = {"bash", "sh", "zsh", "dash", "ksh", "csh", "tcsh", "fish"}
_SHELLS_WIN = {"cmd", "cmd.exe"}
for i, token in enumerate(tokens):
tok_lower = token.lower()
# Match -c exactly, or combined flags ending in c (e.g. -lc, -xc)
is_unix_c = tok_lower == "-c" or (
tok_lower.startswith("-")
and tok_lower.endswith("c")
and not tok_lower.startswith("--")
)
is_win_c = tok_lower == "/c"
if not (is_unix_c or is_win_c) or i < 1 or i + 1 >= len(tokens):
continue
# Look backwards past any flags to find the shell binary.
# On Unix, flags start with - (skip those). On Windows, flags
# start with / but so do absolute paths, so only skip short
# single-char /X flags (not /bin/bash style paths).
for j in range(i - 1, -1, -1):
prev = tokens[j]
if prev.startswith("-"):
continue # skip Unix flags like --login, -l
if is_win_c and prev.startswith("/") and len(prev) <= 3:
continue # skip Windows flags like /s, /q (not /bin/bash)
prev_base = os.path.basename(prev).lower()
if is_unix_c and prev_base in _SHELLS:
blocked |= _find_blocked_commands(tokens[i + 1])
elif is_win_c and prev_base in _SHELLS_WIN:
blocked |= _find_blocked_commands(tokens[i + 1])
break # stop at first non-flag token
return blocked
def _build_safe_env(workdir: str) -> dict[str, str]:
"""Build a minimal, credential-free environment for sandboxed subprocesses.
Whitelist-built from scratch -- the parent process env is NOT inherited.
Only PATH / HOME / TMPDIR / LANG / TERM / PYTHONIOENCODING (+ VIRTUAL_ENV
or Windows SystemRoot when applicable) reach the child. HF_TOKEN,
WANDB_API_KEY, AWS_*, GH_TOKEN, OPENAI_API_KEY, LD_PRELOAD, DYLD_*, and
every other parent var are absent by construction. HOME points at the
sandbox workdir so HF / wandb / aws SDKs cannot read cached credentials
from the operator's real ~/.
"""
# Start with the directory containing the running Python interpreter
# so that subprocess calls to 'python', 'pip', etc. resolve to the
# same environment the Studio server is running in.
exe_dir = os.path.dirname(sys.executable)
path_entries = [exe_dir] if exe_dir else []
# If a virtualenv is active, include its bin/Scripts directory.
venv = os.environ.get("VIRTUAL_ENV")
if venv:
venv_bin = os.path.join(venv, "Scripts" if sys.platform == "win32" else "bin")
if venv_bin not in path_entries:
path_entries.append(venv_bin)
if sys.platform == "win32":
sysroot = os.environ.get("SystemRoot", r"C:\Windows")
path_entries.extend([os.path.join(sysroot, "System32"), sysroot])
else:
path_entries.extend(["/usr/local/bin", "/usr/bin", "/bin"])
# Deduplicate while preserving order
deduped = list(dict.fromkeys(p for p in path_entries if p))
env = {
"PATH": os.pathsep.join(deduped),
"HOME": workdir,
"TMPDIR": workdir,
"LANG": os.environ.get("LANG", "C.UTF-8"),
"TERM": "dumb",
"PYTHONIOENCODING": "utf-8",
}
if venv:
env["VIRTUAL_ENV"] = venv
# Windows needs SystemRoot for Python/subprocess to work
if sys.platform == "win32":
env["SystemRoot"] = os.environ.get("SystemRoot", r"C:\Windows")
return env
def _sandbox_preexec():
"""Best-effort sandbox setup for sandboxed subprocesses.
Modules are resolved at import time so the forked child runs no imports.
"""
try:
os.setsid()
except OSError:
pass
try:
os.umask(0o077)
except OSError:
pass
if _libc is not None:
try:
_libc.prctl(38, 1, 0, 0, 0) # PR_SET_NO_NEW_PRIVS
except (OSError, AttributeError):
pass
try:
_libc.prctl(1, 9, 0, 0, 0) # PR_SET_PDEATHSIG = SIGKILL
except (OSError, AttributeError):
pass
# CLONE_NEWNET intentionally not applied: where userns is enabled it
# blocks all egress, including allowlisted hosts. Network policy is
# enforced by the AST host check and the bash blocklist.
if _resource is not None:
# RLIMIT_NPROC is per-real-UID, so the cap is well above normal usage.
try:
nproc = int(os.environ.get("UNSLOTH_STUDIO_SANDBOX_NPROC", "10000"))
_resource.setrlimit(_resource.RLIMIT_NPROC, (nproc, nproc))
except (ValueError, OSError, AttributeError):
pass
try:
_resource.setrlimit(
_resource.RLIMIT_FSIZE, (100 * 1024 * 1024, 100 * 1024 * 1024)
)
except (ValueError, OSError):
pass
try:
as_bytes = (
int(os.environ.get("UNSLOTH_STUDIO_SANDBOX_AS_GB", "8"))
* 1024
* 1024
* 1024
)
_resource.setrlimit(_resource.RLIMIT_AS, (as_bytes, as_bytes))
except (ValueError, OSError, AttributeError):
pass
try:
cpu_s = int(os.environ.get("UNSLOTH_STUDIO_SANDBOX_CPU_S", "600"))
_resource.setrlimit(_resource.RLIMIT_CPU, (cpu_s, cpu_s))
except (ValueError, OSError, AttributeError):
pass
try:
# Default high enough for multi-shard safetensors mmaps + Python's
# own handle count; tunable via env for installs that hit the cap.
# Clamp to the inherited hard limit so setrlimit doesn't ValueError
# on machines where the parent's hard cap is below the requested
# value (would otherwise leave NOFILE at the parent's default).
nofile = int(os.environ.get("UNSLOTH_STUDIO_SANDBOX_NOFILE", "16384"))
_soft_cur, hard_cur = _resource.getrlimit(_resource.RLIMIT_NOFILE)
target = (
nofile if hard_cur == _resource.RLIM_INFINITY else min(nofile, hard_cur)
)
_resource.setrlimit(_resource.RLIMIT_NOFILE, (target, target))
except (ValueError, OSError, AttributeError):
pass
def _get_shell_cmd(command: str) -> list[str]:
"""Return the platform-appropriate shell invocation for a command string."""
if sys.platform == "win32":
return ["cmd", "/c", command]
return ["bash", "-c", command]
# Per-session working directories so each chat thread gets its own sandbox.
# Falls back to a shared ~/studio_sandbox/_default for API callers without a
# session_id.
_workdirs: dict[str, str] = {}
# Non-matching session_ids collapse to ``_invalid`` to block cross-session escapes.
_SESSION_ID_RE = re.compile(r"\A[A-Za-z0-9_\-]{1,64}\Z")
def _get_workdir(session_id: str | None = None) -> str:
"""Return a per-session sandbox dir at mode 0o700."""
global _workdirs
key = session_id or "_default"
if key not in _workdirs or not os.path.isdir(_workdirs[key]):
home = os.path.expanduser("~")
sandbox_root = os.path.join(home, "studio_sandbox")
if session_id and _SESSION_ID_RE.match(session_id):
workdir = os.path.join(sandbox_root, session_id)
if not os.path.realpath(workdir).startswith(
os.path.realpath(sandbox_root) + os.sep
):
workdir = os.path.join(sandbox_root, "_invalid")
elif session_id:
workdir = os.path.join(sandbox_root, "_invalid")
else:
workdir = os.path.join(sandbox_root, "_default")
os.makedirs(workdir, exist_ok = True)
try:
os.chmod(sandbox_root, 0o700)
except OSError:
pass
try:
os.chmod(workdir, 0o700)
except OSError:
pass
_workdirs[key] = workdir
return _workdirs[key]
WEB_SEARCH_TOOL = {
"type": "function",
"function": {
"name": "web_search",
"description": (
"Search the web and fetch page content. Returns snippets for all results. "
"Use the url parameter to fetch full page text from a specific URL."
),
"parameters": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "The search query",
},
"url": {
"type": "string",
"description": "A URL to fetch full page content from (instead of searching). Use this to read a page found in search results.",
},
},
"required": [],
},
},
}
PYTHON_TOOL = {
"type": "function",
"function": {
"name": "python",
"description": "Execute Python code in a sandbox and return stdout/stderr.",
"parameters": {
"type": "object",
"properties": {
"code": {
"type": "string",
"description": "The Python code to run",
}
},
"required": ["code"],
},
},
}
TERMINAL_TOOL = {
"type": "function",
"function": {
"name": "terminal",
"description": "Execute a terminal command and return stdout/stderr.",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string",
"description": "The command to run",
}
},
"required": ["command"],
},
},
}
ALL_TOOLS = [WEB_SEARCH_TOOL, PYTHON_TOOL, TERMINAL_TOOL]
_TIMEOUT_UNSET = object()
def execute_tool(
name: str,
arguments: dict,
cancel_event = None,
timeout: int | None = _TIMEOUT_UNSET,
session_id: str | None = None,
) -> str:
"""Execute a tool by name with the given arguments. Returns result as a string.
``timeout``: int sets per-call limit in seconds, ``None`` means no limit,
unset (default) uses ``_EXEC_TIMEOUT`` (300 s).
``session_id``: optional thread/session ID for per-conversation sandbox isolation.
"""
logger.info(
f"execute_tool: name={name}, session_id={session_id}, timeout={timeout}"
)
effective_timeout = _EXEC_TIMEOUT if timeout is _TIMEOUT_UNSET else timeout
if name == "web_search":
return _web_search(
arguments.get("query", ""),
url = arguments.get("url"),
timeout = effective_timeout,
)
if name == "python":
return _python_exec(
arguments.get("code", ""), cancel_event, effective_timeout, session_id
)
if name == "terminal":
return _bash_exec(
arguments.get("command", ""), cancel_event, effective_timeout, session_id
)
return f"Unknown tool: {name}"
_MAX_PAGE_CHARS = 16000 # limit fetched page text (after HTML-to-MD conversion)
# Raw download cap. Must be larger than _MAX_PAGE_CHARS because SSR pages
# embed large <head> sections (CSS, JS, SVGs) that are stripped during
# HTML-to-Markdown conversion. 512 KB is enough to reach article content
# on GitBook / Next.js / Docusaurus pages whose <head> alone can be 200 KB.
_MAX_FETCH_BYTES = 512 * 1024
_USER_AGENTS = (
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36",
"Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:133.0) Gecko/20100101 Firefox/133.0",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/18.2 Safari/605.1.15",
)
_tls_ctx = ssl.create_default_context()
class _NoRedirect(urllib.request.HTTPRedirectHandler):
def redirect_request(self, req, fp, code, msg, headers, newurl):
return None
class _PinnedHTTPSConnection(http.client.HTTPSConnection):
"""HTTPS connection that connects to a pinned IP but uses a different
hostname for SNI and certificate verification.
The SSRF IP-pinning rewrites URLs to raw IPs. A normal HTTPSConnection
would then send no SNI and verify the cert against the IP, both of which
fail. This subclass splits the two concerns: TCP connects to the pinned
IP (``host`` parameter) while TLS uses ``sni_hostname`` for the
ClientHello and cert check.
"""
def __init__(self, host: str, *, sni_hostname: str, **kwargs):
super().__init__(host, **kwargs)
self._sni_hostname = sni_hostname
def connect(self):
# TCP connect to the pinned IP stored in self.host (+ tunnel if
# a proxy is configured via set_tunnel, though we do not use one).
http.client.HTTPConnection.connect(self)
# TLS handshake with the real hostname for SNI + cert verification.
self.sock = self._context.wrap_socket(
self.sock,
server_hostname = self._sni_hostname,
)
class _SNIHTTPSHandler(urllib.request.HTTPSHandler):
"""HTTPS handler that sends the correct SNI hostname during TLS handshake.
The SSRF IP-pinning rewrites URLs to raw IPs, which breaks SNI and cert
verification. This handler returns a ``_PinnedHTTPSConnection`` that
connects to the pinned IP but verifies TLS against the original hostname.
"""
def __init__(self, hostname: str):
super().__init__(context = _tls_ctx)
self._sni_hostname = hostname
def https_open(self, req):
return self.do_open(self._sni_connection, req)
def _sni_connection(self, host, **kwargs):
kwargs["context"] = _tls_ctx
return _PinnedHTTPSConnection(host, sni_hostname = self._sni_hostname, **kwargs)
def _validate_and_resolve_host(hostname: str, port: int) -> tuple[bool, str, str]:
"""Resolve *hostname*, reject non-public IPs, return a pinned IP string.
Returns ``(ok, reason_or_empty, resolved_ip)``. The caller should
connect to *resolved_ip* (with a ``Host`` header) to prevent DNS
rebinding between validation and the actual fetch.
"""
import ipaddress
import socket
try:
infos = socket.getaddrinfo(hostname, port, type = socket.SOCK_STREAM)
except OSError as e:
return False, f"Failed to resolve host: {e}", ""
if not infos:
return False, f"Failed to resolve host: no addresses for {hostname!r}", ""
for *_, sockaddr in infos:
ip = ipaddress.ip_address(sockaddr[0])
if (
ip.is_private
or ip.is_loopback
or ip.is_link_local
or ip.is_multicast
or ip.is_reserved
or ip.is_unspecified
):
return False, f"Blocked: refusing to fetch non-public address {ip}.", ""
# Return the first resolved address for pinning
first_ip = infos[0][4][0]
return True, "", first_ip
def _fetch_page_text(
url: str, max_chars: int = _MAX_PAGE_CHARS, timeout: int = 30
) -> str:
"""Fetch a URL and return plain text content (HTML tags stripped).
Blocks private/loopback/link-local targets (SSRF protection) and caps
the download size to avoid unbounded memory usage.
"""
from urllib.parse import urlparse
parsed = urlparse(url)
if parsed.scheme not in ("http", "https"):
return f"Blocked: only http/https URLs are allowed (got {parsed.scheme!r})."
if not parsed.hostname:
return "Blocked: URL is missing a hostname."
port = parsed.port or (443 if parsed.scheme == "https" else 80)
ok, reason, pinned_ip = _validate_and_resolve_host(parsed.hostname, port)
if not ok:
return reason
try:
from urllib.error import HTTPError as _HTTPError
from urllib.parse import urljoin, urlunparse
max_bytes = _MAX_FETCH_BYTES
current_url = url
current_host = parsed.hostname
ua = random.choice(_USER_AGENTS)
for _hop in range(5):
# Pin to the validated IP to prevent DNS rebinding.
# Rewrite the URL to use the IP and set the Host header.
cp = urlparse(current_url)
# Bracket IPv6 addresses so the netloc is valid in a URL.
ip_str = f"[{pinned_ip}]" if ":" in pinned_ip else pinned_ip
ip_netloc = f"{ip_str}:{cp.port}" if cp.port else ip_str
pinned_url = urlunparse(cp._replace(netloc = ip_netloc))
opener = urllib.request.build_opener(
_NoRedirect,
_SNIHTTPSHandler(current_host),
)
req = urllib.request.Request(
pinned_url,
headers = {
"User-Agent": ua,
"Host": current_host,
},
)
try:
resp = opener.open(req, timeout = timeout)
except _HTTPError as e:
if e.code not in (301, 302, 303, 307, 308):
return (
f"Failed to fetch URL: HTTP {e.code} {getattr(e, 'reason', '')}"
)
location = e.headers.get("Location")
if not location:
return "Failed to fetch URL: redirect missing Location header."
current_url = urljoin(current_url, location)
rp = urlparse(current_url)
if rp.scheme not in ("http", "https") or not rp.hostname:
return "Blocked: redirect target is not a valid http/https URL."
rp_port = rp.port or (443 if rp.scheme == "https" else 80)
ok2, reason2, pinned_ip = _validate_and_resolve_host(
rp.hostname,
rp_port,
)
if not ok2:
return reason2
current_host = rp.hostname
continue
# Success -- read capped body
raw_bytes = resp.read(max_bytes)
break
else:
return "Failed to fetch URL: too many redirects."
charset = resp.headers.get_content_charset() or "utf-8"
raw_html = raw_bytes.decode(charset, errors = "replace")
except _HTTPError as e:
return f"Failed to fetch URL: HTTP {e.code} {getattr(e, 'reason', '')}"
except Exception as e:
return f"Failed to fetch URL: {e}"
# Convert HTML to Markdown using the builtin converter (no external deps)
from ._html_to_md import html_to_markdown
text = html_to_markdown(raw_html)
if not text:
return "(page returned no readable text)"
if len(text) > max_chars:
text = text[:max_chars] + f"\n\n... (truncated, {len(text)} chars total)"
return text
def _web_search(
query: str,
max_results: int = 5,
timeout: int = _EXEC_TIMEOUT,
url: str | None = None,
) -> str:
"""Search the web using DuckDuckGo and return formatted results.
If ``url`` is provided, fetches that page directly instead of searching.
"""
# Direct URL fetch mode
if url and url.strip():
fetch_timeout = 60 if timeout is None else min(timeout, 60)
return _fetch_page_text(url.strip(), timeout = fetch_timeout)
if not query or not query.strip():
return "No query provided."
try:
from ddgs import DDGS
results = DDGS(timeout = timeout).text(query, max_results = max_results)
if not results:
return "No results found."
parts = []
for r in results:
parts.append(
f"Title: {r.get('title', '')}\n"
f"URL: {r.get('href', '')}\n"
f"Snippet: {r.get('body', '')}"
)
text = "\n\n---\n\n".join(parts)
text += (
"\n\n---\n\nIMPORTANT: These are only short snippets. "
"To get the full page content, call web_search with "
'the url parameter (e.g. {"url": "<URL>"}).'
)
return text
except Exception as e:
return f"Search failed: {e}"
def _check_signal_escape_patterns(code: str):
"""
Check if code contains patterns that could escape signal-based timeouts.
Vendored from unsloth_zoo.rl_environments to avoid importing unsloth_zoo
(which requires GPU drivers and fails on Mac/Apple Silicon).
Returns (safe: bool, details: dict)
"""
try:
tree = ast.parse(code)
except SyntaxError as e:
return False, {
"error": f"SyntaxError: {e}",
"signal_tampering": [],
"exception_catching": [],
"warnings": [],
}
signal_tampering = []
exception_catching = []
shell_escapes = []
warnings = []
def _ast_name_matches(node, names):
if isinstance(node, ast.Name):
return node.id in names
elif isinstance(node, ast.Attribute):
full_name = []
current = node
while isinstance(current, ast.Attribute):
full_name.append(current.attr)
current = current.value
if isinstance(current, ast.Name):
full_name.append(current.id)
full_name = ".".join(reversed(full_name))
return full_name in names
return False
# Dangerous os/subprocess functions that can execute shell commands
_SHELL_EXEC_FUNCS = frozenset(
{
"os.system",
"os.popen",
"os.popen2",
"os.popen3",
"os.popen4",
"os.execl",
"os.execle",
"os.execlp",
"os.execlpe",
"os.execv",
"os.execve",
"os.execvp",
"os.execvpe",
"os.spawnl",
"os.spawnle",
"os.spawnlp",
"os.spawnlpe",
"os.spawnv",
"os.spawnve",
"os.spawnvp",
"os.spawnvpe",
"os.posix_spawn",
"os.posix_spawnp",
"subprocess.run",
"subprocess.call",
"subprocess.check_call",
"subprocess.check_output",
"subprocess.Popen",
"subprocess.getoutput",
"subprocess.getstatusoutput",
}
)
def _extract_string_from_node(node, _depth = 0):
"""Extract a plain string value from an AST node when it can be
resolved statically.
Handles:
* ``ast.Constant`` strings (unchanged from prior behaviour).
* ``ast.BinOp(ast.Add)`` joining two resolvable string operands.
Closes ``open('/etc/' + 'shadow')`` style dynamic paths.
* ``ast.JoinedStr`` (f-strings) whose ``FormattedValue`` parts
are themselves resolvable. Closes ``open(f'/etc/{"shadow"}')``.
Resolution is depth-capped so adversarial deeply-nested
``'a' + ('b' + ('c' + ...))`` cannot blow the stack. The cap
(64) sits well below CPython's default recursion limit and
comfortably above any realistic credential-path concatenation
(the longest sensitive path is roughly 30 chars).
Returns ``None`` whenever any subpart fails to resolve.
"""
if _depth > 64:
return None
if isinstance(node, ast.Constant) and isinstance(node.value, str):
return node.value
if isinstance(node, ast.BinOp) and isinstance(node.op, ast.Add):
left = _extract_string_from_node(node.left, _depth + 1)
right = _extract_string_from_node(node.right, _depth + 1)
if left is not None and right is not None:
return left + right
return None
if isinstance(node, ast.JoinedStr):
parts: list[str] = []
for v in node.values:
if isinstance(v, ast.Constant) and isinstance(v.value, str):
parts.append(v.value)
elif isinstance(v, ast.FormattedValue):
inner = _extract_string_from_node(v.value, _depth + 1)
if inner is None:
return None
parts.append(inner)
else:
return None
return "".join(parts)
return None
def _extract_strings_from_list(node):
"""Extract string elements from an AST List or Tuple node."""
if isinstance(node, (ast.List, ast.Tuple)):
parts = []
for elt in node.elts:
s = _extract_string_from_node(elt)
if s is not None:
parts.append(s)
return parts
return []
def _join_path_parts(parts):
"""Stitch path parts the way ``pathlib.Path(*parts)`` does for
statically-resolvable string segments."""
if not parts:
return None
out = parts[0]
for p in parts[1:]:
if out.endswith(("/", "\\")):
out = out + p.lstrip("/\\")
else:
out = out + "/" + p.lstrip("/\\")
return out
def _fq_chain_name(func):
"""Return the dotted FQ chain for an attribute / name expression,
or empty string if the chain stops at something other than a Name."""
parts: list[str] = []
cur = func
while isinstance(cur, ast.Attribute):
parts.insert(0, cur.attr)
cur = cur.value
if isinstance(cur, ast.Name):
parts.insert(0, cur.id)
return ".".join(parts) if parts else ""
def _extract_pathlib_target(node, path_aliases, pathlib_aliases, _depth = 0):
"""Statically resolve a pathlib expression to its target path
string, or None if any subpart is not resolvable.
Recognises (with depth cap):
* Plain string literals (delegated to ``_extract_string_from_node``).
* ``Path('/etc/shadow')`` and aliased ``P('/etc/shadow')`` /
``pl.Path('/etc/shadow')`` constructors.
* Multi-part construction ``Path('/etc', 'shadow')``.
* ``Path('/etc').joinpath('shadow')`` (one or more parts).
* ``Path('/etc') / 'shadow'`` (``__truediv__`` chain).
"""
if _depth > 32:
return None
if isinstance(node, ast.Constant) and isinstance(node.value, str):
return node.value
if isinstance(node, ast.Call):
if isinstance(node.func, ast.Attribute) and node.func.attr == "joinpath":
base = _extract_pathlib_target(
node.func.value, path_aliases, pathlib_aliases, _depth + 1
)
if base is None:
return None
parts = [base]
for arg in node.args:
s = _extract_pathlib_target(
arg, path_aliases, pathlib_aliases, _depth + 1
)
if s is None:
return None
parts.append(s)
return _join_path_parts(parts)
ctor_fq = _fq_chain_name(node.func)
is_path_ctor = (
ctor_fq in path_aliases
or any(ctor_fq == f"{alias}.Path" for alias in pathlib_aliases)
)
if is_path_ctor and node.args:
parts = []
for arg in node.args:
s = _extract_pathlib_target(
arg, path_aliases, pathlib_aliases, _depth + 1
)
if s is None:
return None
parts.append(s)
return _join_path_parts(parts)
if isinstance(node, ast.BinOp) and isinstance(node.op, ast.Div):
left = _extract_pathlib_target(
node.left, path_aliases, pathlib_aliases, _depth + 1
)
right = _extract_pathlib_target(
node.right, path_aliases, pathlib_aliases, _depth + 1
)
if left is not None and right is not None:
return _join_path_parts([left, right])
# Last-ditch: BinOp.Add of string constants, JoinedStr, etc.
return _extract_string_from_node(node)
_PATH_RECEIVER_READ_METHODS = frozenset({"open", "read_text", "read_bytes"})
def _eval_exec_call_name(func, builtins_aliases):
"""Match ``eval`` / ``exec`` invocations including the qualified
forms ``builtins.exec``, ``__builtins__.eval``, and any tracked
alias of ``builtins``. Returns the bare function name (``eval``
or ``exec``) when recognised, else None."""
if isinstance(func, ast.Name) and func.id in ("eval", "exec"):
return func.id
if (
isinstance(func, ast.Attribute)
and func.attr in ("eval", "exec")
and isinstance(func.value, ast.Name)
and func.value.id in builtins_aliases
):
return func.attr
return None
# Keyword argument names that carry command content (as opposed to
# control flags like check=True, text=True, capture_output=True).
_CMD_KWARGS = frozenset({"args", "command", "executable", "path", "file"})
def _check_args_for_blocked(args_nodes):
"""Check if any call arguments contain blocked commands or
clear-cut credential / process-state paths.
Mirrors the bash side's combined ``_find_blocked_commands`` +
``_find_sensitive_paths`` so e.g. ``os.system('cat ~/.ssh/id_rsa')``
is caught by the same gate as ``bash $ cat ~/.ssh/id_rsa``.
"""
found = set()
for arg in args_nodes:
s = _extract_string_from_node(arg)
if s is not None:
found |= _find_blocked_commands(s)
found |= _find_sensitive_paths(s)
strs = _extract_strings_from_list(arg)
for s in strs:
found |= _find_blocked_commands(s)
found |= _find_sensitive_paths(s)
return found
class SignalEscapeVisitor(ast.NodeVisitor):
def __init__(self):
self.imports_signal = False
self.signal_aliases = {"signal"}
self.os_aliases = {"os"}
self.subprocess_aliases = {"subprocess"}
# Maps bare function names to their fully-qualified form
# for from-import tracking (e.g. "system" -> "os.system")
self.shell_exec_aliases: dict[str, str] = {}
# Builtins aliases so ``builtins.exec`` / ``__builtins__.eval``
# and ``import builtins as b; b.exec(...)`` flow through the
# same recursion guard as the bare-name forms.
self.builtins_aliases = {"builtins", "__builtins__"}
self.loop_depth = 0
# Cap recursion into nested eval/exec literals; an adversarial
# ``eval("eval('eval(...)')")`` should not blow the stack.
self._eval_depth = 0
def visit_Import(self, node):
for alias in node.names:
if alias.name == "signal":
self.imports_signal = True
if alias.asname:
self.signal_aliases.add(alias.asname)
elif alias.name == "os":
self.os_aliases.add(alias.asname or "os")
elif alias.name == "builtins":
self.builtins_aliases.add(alias.asname or "builtins")
elif alias.name == "subprocess":
self.subprocess_aliases.add(alias.asname or "subprocess")
self.generic_visit(node)
def visit_ImportFrom(self, node):
if node.module == "signal":
self.imports_signal = True
for alias in node.names:
if alias.name in (
"signal",
"SIGALRM",
"SIG_IGN",
"setitimer",
"ITIMER_REAL",
"pthread_sigmask",
"SIG_BLOCK",
"alarm",
):
self.signal_aliases.add(alias.asname or alias.name)
elif node.module in ("os", "subprocess"):
if node.module == "os":
self.os_aliases.add("os")
else:
self.subprocess_aliases.add("subprocess")
# Track from-imports of dangerous functions
for alias in node.names:
fq = f"{node.module}.{alias.name}"
if fq in _SHELL_EXEC_FUNCS:
self.shell_exec_aliases[alias.asname or alias.name] = fq
self.generic_visit(node)
def visit_While(self, node):
self.loop_depth += 1
self.generic_visit(node)
self.loop_depth -= 1
def visit_For(self, node):
self.loop_depth += 1
self.generic_visit(node)
self.loop_depth -= 1
def visit_Call(self, node):
func = node.func
# --- eval / exec body inspection --------------------------
# If a payload is a statically-resolvable string we parse it
# and recurse so the inner code is checked by all the same
# detectors (signal tampering, shell escape, sensitive files,
# network policy). If the payload is not statically resolvable
# we flag it as a dynamic shell-escape candidate — eval/exec
# of runtime data is the classic injection vector.
eval_exec_name = _eval_exec_call_name(func, self.builtins_aliases)
if eval_exec_name is not None:
if node.args:
payload = _extract_string_from_node(node.args[0])
if payload is None:
# Dynamic payload: classic injection vector.
shell_escapes.append(
{
"type": "shell_escape_dynamic",
"line": node.lineno,
"description": (
f"{eval_exec_name}() called with non-literal "
"argument (potential code-injection escape)"
),
}
)
elif self._eval_depth >= 3:
# Fail-closed at the recursion cap so an attacker
# cannot bypass inspection by wrapping the payload
# in four-plus nested literal eval/exec layers.
shell_escapes.append(
{
"type": "shell_escape_dynamic",
"line": node.lineno,
"description": (
f"{eval_exec_name}() literal payload nesting "
"exceeds sandbox inspection depth"
),
}
)
else:
try:
inner_tree = ast.parse(payload, mode = "exec")
except SyntaxError:
inner_tree = None
if inner_tree is not None:
self._eval_depth += 1
try:
self.visit(inner_tree)
finally:
self._eval_depth -= 1
func_name = None
if isinstance(func, ast.Attribute):
if isinstance(func.value, ast.Name):
if func.value.id in self.signal_aliases:
func_name = f"signal.{func.attr}"
elif isinstance(func, ast.Name):
if func.id in ("signal", "setitimer", "alarm", "pthread_sigmask"):
func_name = func.id
if func_name:
if func_name in ("signal.signal", "signal"):
if len(node.args) >= 1:
if _ast_name_matches(
node.args[0], ("SIGALRM", "signal.SIGALRM")
):
signal_tampering.append(
{
"type": "signal_handler_override",
"line": node.lineno,
"description": "Overrides SIGALRM handler",
}
)
elif func_name in ("signal.setitimer", "setitimer"):
if len(node.args) >= 1:
if _ast_name_matches(
node.args[0], ("ITIMER_REAL", "signal.ITIMER_REAL")
):
signal_tampering.append(
{
"type": "timer_manipulation",
"line": node.lineno,
"description": "Manipulates ITIMER_REAL timer",
}
)
elif func_name in ("signal.alarm", "alarm"):
signal_tampering.append(
{
"type": "alarm_manipulation",
"line": node.lineno,
"description": "Manipulates alarm timer",
}
)
elif func_name in ("signal.pthread_sigmask", "pthread_sigmask"):
signal_tampering.append(
{
"type": "signal_mask",
"line": node.lineno,
"description": "Modifies signal mask (may block SIGALRM)",
}
)
# --- Shell escape detection ---
# Resolve the fully qualified function name for os.*/subprocess.*
shell_func = None
if isinstance(func, ast.Attribute):
if isinstance(func.value, ast.Name):
if func.value.id in self.os_aliases:
shell_func = f"os.{func.attr}"
elif func.value.id in self.subprocess_aliases:
shell_func = f"subprocess.{func.attr}"
elif isinstance(func, ast.Name):
# Check from-import aliases: from os import system; system(...)
shell_func = self.shell_exec_aliases.get(func.id)
if shell_func and shell_func in _SHELL_EXEC_FUNCS:
# Expand **kwargs dicts to inspect their keys
expanded_kwargs: dict[str, ast.AST] = {}
has_opaque_kwargs = False
for kw in node.keywords:
if kw.arg is not None:
expanded_kwargs[kw.arg] = kw.value
elif isinstance(kw.value, ast.Dict):
for k, v in zip(kw.value.keys, kw.value.values):
key = _extract_string_from_node(k) if k else None
if key is not None:
expanded_kwargs[key] = v
else:
has_opaque_kwargs = True
cmd_kw_values = [
v for k, v in expanded_kwargs.items() if k in _CMD_KWARGS
]
all_call_args = list(node.args) + cmd_kw_values
blocked_in_args = _check_args_for_blocked(all_call_args)
if has_opaque_kwargs:
# Can't inspect dynamic **kwargs -- flag as unsafe
shell_escapes.append(
{
"type": "shell_escape_dynamic",
"line": node.lineno,
"description": (
f"{shell_func}() called with dynamic **kwargs"
),
}
)
elif blocked_in_args:
shell_escapes.append(
{
"type": "shell_escape",
"line": node.lineno,
"description": (
f"{shell_func}() invokes blocked command(s): "
f"{', '.join(sorted(blocked_in_args))}"
),
}
)
else:
# Only flag dynamic args for functions that interpret
# strings as shell commands, or when shell= might be
# enabled. Treat any non-literal-False shell= value
# as potentially True (conservative).
_STRING_SHELL_FUNCS = frozenset(
{
"os.system",
"os.popen",
"os.popen2",
"os.popen3",
"os.popen4",
"subprocess.getoutput",
"subprocess.getstatusoutput",
}
)
shell_node = expanded_kwargs.get("shell")
shell_safe = shell_node is None or (
isinstance(shell_node, ast.Constant)
and shell_node.value is False
)
# Dynamic shell-exec args (chr/format/concat bypasses).
if (
shell_func in _STRING_SHELL_FUNCS
or shell_func in _SHELL_EXEC_FUNCS
or not shell_safe
):
def _is_safe_literal(n):
if _extract_string_from_node(n) is not None:
return True
if isinstance(n, (ast.List, ast.Tuple)):
return all(
_extract_string_from_node(e) is not None
for e in n.elts
)
return False
has_non_literal = any(
not _is_safe_literal(a) for a in all_call_args
)
if has_non_literal:
shell_escapes.append(
{
"type": "shell_escape_dynamic",
"line": node.lineno,
"description": (
f"{shell_func}() called with non-literal "
f"shell command (potential shell escape)"
),
}
)
self.generic_visit(node)
def visit_ExceptHandler(self, node):
if self.loop_depth == 0:
self.generic_visit(node)
return
if node.type is None:
exception_catching.append(
{
"type": "bare_except_in_loop",
"line": node.lineno,
"description": "Bare except in loop catches TimeoutError and continues looping",
}
)
elif isinstance(node.type, ast.Name):
# Only flag BaseException and TimeoutError, NOT Exception.
# except Exception does not catch SystemExit or
# KeyboardInterrupt, so it cannot suppress timeout
# enforcement. Flagging Exception causes false positives
# on normal error-handling patterns.
if node.type.id in ("TimeoutError", "BaseException"):
exception_catching.append(
{
"type": f"catches_{node.type.id}_in_loop",
"line": node.lineno,
"description": f"Catches {node.type.id} in loop - may suppress timeout and continue",
}
)
elif isinstance(node.type, ast.Tuple):
for elt in node.type.elts:
if isinstance(elt, ast.Name):
if elt.id in ("TimeoutError", "BaseException"):
exception_catching.append(
{
"type": f"catches_{elt.id}_in_loop",
"line": node.lineno,
"description": f"Catches {elt.id} in loop - may suppress timeout and continue",
}
)
self.generic_visit(node)
visitor = SignalEscapeVisitor()
visitor.visit(tree)
if visitor.imports_signal and not signal_tampering:
warnings.append("Code imports 'signal' module - review manually for safety")
# Static host policy: block metadata hosts and any literal host outside
# the trusted allowlist; uploads blocked regardless of host. Dynamic hosts
# are caught by the bash blocklist instead.
network_calls: list[dict] = []
sensitive_file_reads: list[dict] = []
_NETWORK_FQ_PREFIXES = (
"socket.socket",
"socket.create_connection",
"socket.getaddrinfo",
"urllib.request.urlopen",
"urllib.request.urlretrieve",
"urllib3.",
"requests.get",
"requests.post",
"requests.put",
"requests.delete",
"requests.patch",
"requests.head",
"requests.request",
"requests.Session",
"http.client.HTTPConnection",
"http.client.HTTPSConnection",
"httpx.get",
"httpx.post",
"httpx.put",
"httpx.patch",
"httpx.delete",
"httpx.request",
"httpx.Client",
"httpx.AsyncClient",
"aiohttp.ClientSession",
)
_UPLOAD_HTTP_METHODS = (
"requests.post",
"requests.put",
"requests.patch",
"requests.delete",
"requests.request",
"httpx.post",
"httpx.put",
"httpx.patch",
"httpx.delete",
"httpx.request",
"urllib.request.urlopen",
"urllib.request.Request",
)
_UPLOAD_HF_FQ = (
"huggingface_hub.upload_file",
"huggingface_hub.upload_folder",
"huggingface_hub.upload_large_folder",
"huggingface_hub.create_commit",
)
_UPLOAD_HF_METHODS = frozenset(
{
"upload_file",
"upload_folder",
"upload_large_folder",
"create_commit",
}
)
# Cloud-metadata / link-local hosts.
_METADATA_HOST_LITERALS = {
"169.254.169.254",
"fd00:ec2::254",
"metadata.google.internal",
"metadata",
"metadata.tencentyun.com",
"100.100.100.200",
"100.100.100.110",
"169.254.170.2",
"169.254.170.23",
}
_METADATA_HOST_PREFIXES = (
"169.254.",
"100.64.",
)
# Allowlist kept explicit so each entry is auditable.
_TRUSTED_PUBLIC_HOST_LITERALS = frozenset(
{
# search
"www.google.com",
"google.com",
"www.bing.com",
"bing.com",
"duckduckgo.com",
"html.duckduckgo.com",
# encyclopedic / reference
"wikipedia.org",
"www.wikipedia.org",
"wikimedia.org",
"www.wikimedia.org",
"wikidata.org",
"www.wikidata.org",
"commons.wikimedia.org",
"www.britannica.com",
"openlibrary.org",
"www.openstreetmap.org",
# ML / dev / data
"huggingface.co",
"hf.co",
"github.com",
"api.github.com",
"raw.githubusercontent.com",
"gist.github.com",
"docs.github.com",
"pypi.org",
"files.pythonhosted.org",
"www.npmjs.com",
"registry.npmjs.org",
"crates.io",
"static.crates.io",
# docs
"docs.python.org",
"python.org",
"www.python.org",
"developer.mozilla.org",
"developer.apple.com",
"learn.microsoft.com",
"docs.docker.com",
"pytorch.org",
"docs.pytorch.org",
"tensorflow.org",
"www.tensorflow.org",
"numpy.org",
"pandas.pydata.org",
"scipy.org",
"scikit-learn.org",
"matplotlib.org",
"fastapi.tiangolo.com",
"starlette.io",
# academic
"arxiv.org",
"export.arxiv.org",
"scholar.google.com",
"openreview.net",
"semanticscholar.org",
"www.semanticscholar.org",
"biorxiv.org",
"www.biorxiv.org",
"medrxiv.org",
"www.medrxiv.org",
"pubmed.ncbi.nlm.nih.gov",
"www.ncbi.nlm.nih.gov",
# Q&A / community
"stackoverflow.com",
"stackexchange.com",
"askubuntu.com",
"superuser.com",
"serverfault.com",
# standards
"www.w3.org",
"tools.ietf.org",
"datatracker.ietf.org",
"www.rfc-editor.org",
# reputable news
"www.bbc.com",
"www.bbc.co.uk",
"www.reuters.com",
"apnews.com",
"www.nature.com",
"www.science.org",
# government / open data
"data.gov",
"catalog.data.gov",
"www.census.gov",
"www.nasa.gov",
"data.nasa.gov",
"www.cdc.gov",
"www.nih.gov",
"www.who.int",
# weather / time
"api.weather.gov",
"worldtimeapi.org",
}
)
_TRUSTED_PUBLIC_HOST_SUFFIXES = (
".wikipedia.org",
".wikimedia.org",
".wiktionary.org",
".wikibooks.org",
".wikiquote.org",
".wikisource.org",
".wikiversity.org",
".wikivoyage.org",
".stackexchange.com",
".hf.co",
".huggingface.co",
".githubusercontent.com",
".github.io",
".arxiv.org",
".readthedocs.io",
".readthedocs.org",
)
_SENSITIVE_FILE_PREFIXES = (
"/etc/passwd",
"/etc/shadow",
"/etc/sudoers",
"/etc/ssh/",
)
_SENSITIVE_FILE_RE = re.compile(
r"^/proc/(?:self|\d+)/(?:environ|cmdline|task/\d+/environ)$"
)
def _normalize_host(host: str) -> str:
if not host:
return ""
h = host.strip().lower().rstrip(".")
if "@" in h:
h = h.split("@", 1)[1]
if h.startswith("[") and "]" in h:
h = h[1 : h.index("]")]
elif h.count(":") == 1:
h = h.split(":", 1)[0]
return h
def _is_metadata_host(host: str) -> bool:
h = _normalize_host(host)
if not h:
return False
if h in _METADATA_HOST_LITERALS:
return True
if any(h.startswith(p) for p in _METADATA_HOST_PREFIXES):
return True
return False
def _is_trusted_host(host: str) -> bool:
h = _normalize_host(host)
if not h:
return False
if h in _TRUSTED_PUBLIC_HOST_LITERALS:
return True
return any(h.endswith(s) for s in _TRUSTED_PUBLIC_HOST_SUFFIXES)
def _call_is_upload_shape(node: ast.Call, fq: str) -> bool:
"""True for statically obvious upload shapes (files=, data=open(), bytes literal)."""
if fq in _UPLOAD_HF_FQ:
return True
if fq not in _UPLOAD_HTTP_METHODS:
return False
for kw in node.keywords or []:
if kw.arg == "files":
return True
if kw.arg == "data":
v = kw.value
if (
isinstance(v, ast.Call)
and isinstance(v.func, ast.Name)
and v.func.id == "open"
):
return True
if isinstance(v, ast.Constant) and isinstance(
v.value, (bytes, bytearray)
):
return True
return False
# Bare method-name fallback (`x.upload_file(...)`) is intentionally fuzzy,
# but should only fire when huggingface_hub / hf_api is actually imported
# somewhere in the snippet -- otherwise paramiko.upload_file, boto3
# create_commit, etc. hit a false positive. We pre-scan for the imports.
_HF_IMPORT_MODULES = (
"huggingface_hub",
"hf_api",
"huggingface_hub.hf_api",
)
def _module_has_hf_import(tree: ast.AST) -> bool:
for n in ast.walk(tree):
if isinstance(n, ast.Import):
for alias in n.names:
if alias.name.split(".", 1)[0] in _HF_IMPORT_MODULES:
return True
elif isinstance(n, ast.ImportFrom):
root = (n.module or "").split(".", 1)[0]
if root in _HF_IMPORT_MODULES:
return True
elif isinstance(n, ast.Call) and n.args:
# __import__('huggingface_hub'), importlib.import_module('huggingface_hub'),
# and bare import_module('huggingface_hub') (via `from importlib import ...`).
arg0 = n.args[0]
if not (isinstance(arg0, ast.Constant) and isinstance(arg0.value, str)):
continue
if arg0.value.split(".", 1)[0] not in _HF_IMPORT_MODULES:
continue
func = n.func
if isinstance(func, ast.Name) and func.id in {
"__import__",
"import_module",
}:
return True
if isinstance(func, ast.Attribute) and func.attr == "import_module":
return True
return False
_hf_in_scope = _module_has_hf_import(tree)
def _method_call_hf_upload_name(node: ast.Call) -> str | None:
"""Return the HF upload method name (`upload_file`, ...) or None.
Catches `HfApi().upload_file(...)` (Attribute) and
`from huggingface_hub import upload_file; upload_file(...)` (Name).
The bare-name branch fires only when an HF import is in scope, mirroring
the Attribute branch's gating so paramiko/boto3 do not false-positive.
"""
if not _hf_in_scope:
return None
f = node.func
if isinstance(f, ast.Attribute) and f.attr in _UPLOAD_HF_METHODS:
return f.attr
if isinstance(f, ast.Name) and f.id in _UPLOAD_HF_METHODS:
return f.id
return None
# Kwargs that ship a credential over the wire. Sandbox env strips HF_TOKEN
# / WANDB_API_KEY / AWS_* up front, so any value here is hard-coded or
# lifted from the parent process.
_HF_SENSITIVE_KWARGS = frozenset(
{
"token",
"hf_token",
"api_token",
"api_key",
"auth_token",
"access_token",
"password",
"secret",
}
)
def _is_os_environ(node: ast.AST) -> bool:
return (
isinstance(node, ast.Attribute)
and node.attr == "environ"
and isinstance(node.value, ast.Name)
and node.value.id == "os"
)
def _reads_env_or_secret(node: ast.AST | None) -> bool:
"""True if any node in the subtree resolves to an env / process read.
Walking the subtree (not just the root) means wrapper calls like
`str(os.environ)`, `json.dumps(os.environ)`, or
`'-'.join(os.environ.values())` are caught too.
Covers: `os.environ`, `os.environ[K]`, `os.environ.get(K)`, `os.getenv(K)`,
bare `getenv(K)` (after `from os import getenv`), and
`subprocess.{run,check_output,Popen,getoutput,getstatusoutput}` which
the LLM could use to lift parent env via `printenv` / `env` / `set`.
"""
if node is None:
return False
for sub in ast.walk(node):
if _is_os_environ(sub):
return True
if isinstance(sub, ast.Call):
f = sub.func
if isinstance(f, ast.Attribute):
if (
f.attr in {"getenv", "getenvb"}
and isinstance(f.value, ast.Name)
and f.value.id == "os"
):
return True
if (
f.attr
in {
"check_output",
"run",
"Popen",
"getoutput",
"getstatusoutput",
}
and isinstance(f.value, ast.Name)
and f.value.id in {"subprocess", "commands"}
):
return True
if isinstance(f, ast.Name) and f.id in {"getenv", "getenvb"}:
return True
return False
def _is_safe_relative_path(path: str) -> bool:
"""Relative path with no leading `/`, `~`, drive letter, or `..` segments."""
if not isinstance(path, str) or not path:
return False
if path[0] in ("/", "\\", "~"):
return False
if len(path) >= 2 and path[1] == ":":
return False
return ".." not in path.replace("\\", "/").split("/")
def _path_arg_is_sandbox_local(node: ast.AST | None) -> bool:
"""Whether the path argument resolves to a sandbox-local literal."""
if node is None:
return False
if isinstance(node, ast.Constant) and isinstance(
node.value, (bytes, bytearray)
):
return True # inline bytes, no file access
if isinstance(node, ast.Constant) and isinstance(node.value, str):
return _is_safe_relative_path(node.value)
if isinstance(node, ast.Call):
f = node.func
is_open = (isinstance(f, ast.Name) and f.id == "open") or (
isinstance(f, ast.Attribute) and f.attr == "open"
)
if is_open and node.args:
a0 = node.args[0]
return (
isinstance(a0, ast.Constant)
and isinstance(a0.value, str)
and _is_safe_relative_path(a0.value)
)
return False
def _hf_upload_violation(node: ast.Call, method_name: str) -> str | None:
"""Inspect an HF upload call; return a violation reason or None.
Policy: HF uploads are allowed only when (a) no sensitive kwarg is set,
(b) no positional / keyword value reads `os.environ` or related env
readers, and (c) the path argument is a sandbox-local literal -- a
relative string with no `..`, an `open(<literal>)`, or inline bytes.
Dynamic / variable paths are rejected; the policy cannot prove safety
statically and the cost of a wrong-allow is a credential exfiltration.
"""
for kw in node.keywords or []:
if kw.arg in _HF_SENSITIVE_KWARGS:
return (
f"HF upload {kw.arg}= cannot be set from sandboxed code; "
"uploads run with the sandbox identity only"
)
all_values = list(node.args or []) + [kw.value for kw in (node.keywords or [])]
for v in all_values:
if _reads_env_or_secret(v):
return (
"HF upload cannot include os.environ / os.getenv / subprocess "
"env reads; secrets and tokens must not be exfiltrated"
)
if method_name == "create_commit":
for kw in node.keywords or []:
if kw.arg == "operations" and isinstance(kw.value, ast.List):
for elt in kw.value.elts:
if isinstance(elt, ast.Call):
inner = _hf_upload_violation(elt, "upload_file")
if inner:
return inner
return None
path_node: ast.AST | None = node.args[0] if node.args else None
for kw in node.keywords or []:
if kw.arg in ("path_or_fileobj", "folder_path"):
path_node = kw.value
break
if not _path_arg_is_sandbox_local(path_node):
return (
"HF upload path must be a sandbox-local relative-path literal "
"(no absolute paths, no '..' segments, no dynamic expressions)"
)
return None
class NetworkAndIoVisitor(ast.NodeVisitor):
def __init__(self):
super().__init__()
self._eval_depth = 0
# Builtins / pathlib alias tracking so the receiver-side
# pathlib detection and the eval/exec recursion both reach
# qualified and aliased forms (``builtins.exec``, ``P('/etc/x')``).
self.builtins_aliases = {"builtins", "__builtins__"}
self.path_aliases = {"Path"}
self.pathlib_aliases = {"pathlib"}
def visit_Import(self, node):
for alias in node.names:
if alias.name == "pathlib":
self.pathlib_aliases.add(alias.asname or "pathlib")
elif alias.name == "builtins":
self.builtins_aliases.add(alias.asname or "builtins")
self.generic_visit(node)
def visit_ImportFrom(self, node):
if node.module == "pathlib":
for alias in node.names:
if alias.name == "Path":
self.path_aliases.add(alias.asname or "Path")
self.generic_visit(node)
def visit_Call(self, node):
func = node.func
# eval/exec payload recursion — see SignalEscapeVisitor for
# the dual gate. Catches ``exec("open('/etc/shadow').read()")``
# by parsing the literal payload and walking it through the
# same sensitive-file / network / upload checks.
eval_exec_name = _eval_exec_call_name(func, self.builtins_aliases)
if eval_exec_name is not None:
if node.args:
payload = _extract_string_from_node(node.args[0])
if payload is not None:
if self._eval_depth >= 3:
# Fail-closed at the depth cap so nested literal
# ``exec(exec(exec(exec("open('/etc/shadow')"))))``
# cannot tunnel past inspection.
sensitive_file_reads.append(
{
"type": "sensitive_file_read",
"line": getattr(node, "lineno", -1),
"description": (
f"{eval_exec_name}() literal payload nesting "
"exceeds sandbox inspection depth"
),
}
)
else:
try:
inner_tree = ast.parse(payload, mode = "exec")
except SyntaxError:
inner_tree = None
if inner_tree is not None:
self._eval_depth += 1
try:
self.visit(inner_tree)
finally:
self._eval_depth -= 1
parts: list[str] = []
cur = node.func
while isinstance(cur, ast.Attribute):
parts.insert(0, cur.attr)
cur = cur.value
if isinstance(cur, ast.Name):
parts.insert(0, cur.id)
fq = ".".join(parts) if parts else ""
hf_upload_name = _method_call_hf_upload_name(node)
if hf_upload_name is not None:
violation = _hf_upload_violation(node, hf_upload_name)
if violation is not None:
network_calls.append(
{
"type": "upload_blocked",
"line": getattr(node, "lineno", -1),
"description": f"Blocked: {violation}",
}
)
# Direct sock.connect((host, port)) bypasses the FQ-prefix branch below.
if (
isinstance(node.func, ast.Attribute)
and node.func.attr == "connect"
):
# Use the static-string resolver so a concatenated /
# f-string host literal (e.g. ``'169.254.' + '169.254'``)
# is recognised the same as a bare ast.Constant.
host_lit = None
if node.args:
a0 = node.args[0]
if isinstance(a0, ast.Tuple) and a0.elts:
host_lit = _extract_string_from_node(a0.elts[0])
else:
host_lit = _extract_string_from_node(a0)
# Keyword forms: sock.connect(address=(host, port)).
if host_lit is None:
for kw in node.keywords or []:
if kw.arg in ("address", "host", "hostname"):
v = kw.value
if isinstance(v, ast.Tuple) and v.elts:
host_lit = _extract_string_from_node(v.elts[0])
else:
host_lit = _extract_string_from_node(v)
if host_lit:
break
if host_lit:
if _is_metadata_host(host_lit):
network_calls.append(
{
"type": "metadata_host_blocked",
"line": getattr(node, "lineno", -1),
"description": "Blocked: cloud-metadata host",
}
)
elif not _is_trusted_host(host_lit):
network_calls.append(
{
"type": "untrusted_host_blocked",
"line": getattr(node, "lineno", -1),
"description": (
"Blocked: host not in sandbox allowlist; "
"use an allowed informational source"
),
}
)
if fq and any(fq.startswith(p) for p in _NETWORK_FQ_PREFIXES):
# 1) Upload-shape check (host-independent).
if _call_is_upload_shape(node, fq):
network_calls.append(
{
"type": "upload_blocked",
"line": getattr(node, "lineno", -1),
"description": (
"Blocked: file upload disallowed in sandbox"
),
}
)
# 2) Extract literal host. Three call shapes are handled:
#
# * Host-first APIs whose positional arg 0 is the host
# directly (``socket.getaddrinfo('169.254.169.254', 80)``,
# ``http.client.HTTPConnection('169.254.169.254')``).
# * URL-second APIs whose positional arg 1 is the URL
# (``requests.request('GET', 'http://...')``).
# * Everything else: positional arg 0 is a URL or
# ``(host, port)`` tuple, with keyword fallbacks for
# ``url=``, ``address=``, ``host=`` / ``hostname=``.
_HOST_FIRST_FQ = (
"socket.create_connection",
"socket.getaddrinfo",
"http.client.HTTPConnection",
"http.client.HTTPSConnection",
)
_URL_SECOND_FQ = ("requests.request", "httpx.request")
host_arg = None
url_arg = None
if node.args:
if fq in _URL_SECOND_FQ and len(node.args) >= 2:
url_arg = _extract_string_from_node(node.args[1])
else:
a0 = node.args[0]
if isinstance(a0, ast.Tuple) and a0.elts:
host_arg = _extract_string_from_node(a0.elts[0])
elif fq in _HOST_FIRST_FQ:
host_arg = _extract_string_from_node(a0)
else:
url_arg = _extract_string_from_node(a0)
# Keyword fallback. ``url=`` and ``address=`` carry the
# full URL or (host, port); ``host=`` / ``hostname=``
# carry just the host.
for kw in node.keywords or []:
if kw.arg in ("url", "address"):
v = kw.value
if isinstance(v, ast.Tuple) and v.elts:
if host_arg is None:
host_arg = _extract_string_from_node(v.elts[0])
else:
if url_arg is None and host_arg is None:
url_arg = _extract_string_from_node(v)
elif kw.arg in ("host", "hostname"):
if host_arg is None:
host_arg = _extract_string_from_node(kw.value)
if url_arg and host_arg is None:
m = re.match(r"^\w+://([^/?#]+)", url_arg)
if m:
host_arg = m.group(1)
if host_arg:
if _is_metadata_host(host_arg):
network_calls.append(
{
"type": "metadata_host_blocked",
"line": getattr(node, "lineno", -1),
"description": "Blocked: cloud-metadata host",
}
)
elif not _is_trusted_host(host_arg):
network_calls.append(
{
"type": "untrusted_host_blocked",
"line": getattr(node, "lineno", -1),
"description": (
"Blocked: host not in sandbox allowlist; "
"use an allowed informational source"
),
}
)
# File-read surface detection. Three families are recognised:
#
# * Bare ``open(arg)`` / ``open(file=...)`` and ``io.open``.
# * Receiver-side pathlib reads: ``Path(...).open()``,
# ``Path(...).open('r')`` (where ``args[0]`` is the MODE,
# not the path), ``Path(...).read_text()``, and
# ``Path(...).read_bytes()``. The path is extracted from
# the receiver expression by ``_extract_pathlib_target``,
# which handles ``Path(a, b)``, ``Path().joinpath()``,
# ``Path() / arg``, and aliased Path constructors.
#
# ``fq`` only resolves when the attribute chain ends in a
# Name, so ``Path(...).open()`` (with a Call in the chain)
# short-circuits to ``"open"`` — we accept any Attribute
# call whose attr is in the path-reader set and pull the
# actual target from the receiver.
receiver_read_method = None
if (
isinstance(node.func, ast.Attribute)
and node.func.attr in _PATH_RECEIVER_READ_METHODS
):
receiver_read_method = node.func.attr
is_open_call = (
(isinstance(node.func, ast.Name) and node.func.id == "open")
or fq in ("io.open", "pathlib.Path.open")
or fq.endswith(".open")
or receiver_read_method is not None
)
if is_open_call:
path_lit = None
if receiver_read_method is not None:
# For ``Path('/etc/shadow').open('r')`` the positional
# arg is the open mode, not the path. Pull the path
# exclusively from the receiver to avoid misreading
# ``'r'`` as a target.
path_lit = _extract_pathlib_target(
node.func.value,
self.path_aliases,
self.pathlib_aliases,
)
if path_lit is None and node.args:
path_lit = _extract_string_from_node(node.args[0])
# ``open(file=...)`` / ``io.open(file=...)`` keyword form.
if path_lit is None:
for kw in node.keywords or []:
if kw.arg in ("file", "path"):
path_lit = _extract_string_from_node(kw.value)
if path_lit is not None:
break
if path_lit:
# Cross-product the projections: backslash-normalised
# and path-separator-collapsed (``/etc//shadow``,
# ``/etc/./shadow``) so equivalent spellings match.
candidates = {path_lit}
if "\\" in path_lit:
candidates.add(path_lit.replace("\\", "/"))
candidates.add(_normalize_path_separators(path_lit))
flagged = False
for cand in candidates:
if any(cand.startswith(p) for p in _SENSITIVE_FILE_PREFIXES):
flagged = True
break
if _SENSITIVE_FILE_RE.match(cand):
flagged = True
break
# The credential / process-state allow-list lives
# in ``_find_sensitive_paths`` (Patch B). Reuse it
# so ``open('/home/u/.aws/credentials')`` is
# blocked the same as the bash equivalent.
if _find_sensitive_paths(cand):
flagged = True
break
if flagged:
method_label = receiver_read_method or "open"
sensitive_file_reads.append(
{
"type": "sensitive_file_read",
"line": getattr(node, "lineno", -1),
"description": (
f"{method_label}({path_lit!r}) targets a host "
"identity / credential file; sandboxed code "
"may not read it"
),
}
)
self.generic_visit(node)
NetworkAndIoVisitor().visit(tree)
is_safe = (
len(signal_tampering) == 0
and len(exception_catching) == 0
and len(shell_escapes) == 0
and len(network_calls) == 0
and len(sensitive_file_reads) == 0
)
return is_safe, {
"signal_tampering": signal_tampering,
"exception_catching": exception_catching,
"shell_escapes": shell_escapes,
"network_calls": network_calls,
"sensitive_file_reads": sensitive_file_reads,
"warnings": warnings,
}
def _check_code_safety(code: str) -> str | None:
"""Validate code safety via static analysis.
Returns an error message string if the code is unsafe, or None if OK.
"""
safe, info = _check_signal_escape_patterns(code)
if not safe:
# SyntaxError from ast.parse -- let these through so the subprocess
# produces a normal Python traceback instead of a misleading
# "unsafe code detected" message.
if info.get("error"):
return None
reasons = [
item.get("description", "") for item in info.get("signal_tampering", [])
]
shell_reasons = [
item.get("description", "") for item in info.get("shell_escapes", [])
]
exception_reasons = [
item.get("description", "") for item in info.get("exception_catching", [])
]
network_reasons = [
item.get("description", "") for item in info.get("network_calls", [])
]
file_reasons = [
item.get("description", "") for item in info.get("sensitive_file_reads", [])
]
all_reasons = [
r
for r in reasons
+ shell_reasons
+ exception_reasons
+ network_reasons
+ file_reasons
if r
]
if all_reasons:
return (
f"Error: unsafe code detected ({'; '.join(all_reasons)}). "
f"Please remove unsafe patterns from your code."
)
return None
def _kill_process_tree(proc) -> None:
"""SIGKILL the setsid process group; fall back to single-pid kill."""
if proc.poll() is not None:
return
try:
pgid = os.getpgid(proc.pid)
except (ProcessLookupError, PermissionError):
pgid = None
if pgid is not None:
try:
os.killpg(pgid, signal.SIGKILL)
return
except (ProcessLookupError, PermissionError):
pass
try:
proc.kill()
except (ProcessLookupError, PermissionError):
pass
def _cancel_watcher(proc, cancel_event, poll_interval = 0.2):
"""Daemon thread that kills a process when cancel_event is set."""
while proc.poll() is None:
if cancel_event is not None and cancel_event.is_set():
_kill_process_tree(proc)
return
cancel_event.wait(poll_interval) if cancel_event else None
def _truncate(text: str, limit: int = _MAX_OUTPUT_CHARS) -> str:
if len(text) > limit:
return text[:limit] + f"\n\n... (truncated, {len(text)} chars total)"
return text
def _python_exec(
code: str,
cancel_event = None,
timeout: int = _EXEC_TIMEOUT,
session_id: str | None = None,
) -> str:
"""Execute Python code in a subprocess sandbox."""
if not code or not code.strip():
return "No code provided."
# Validate imports and code safety
error = _check_code_safety(code)
if error:
return error
tmp_path = None
workdir = _get_workdir(session_id)
# Snapshot image mtimes so we detect both new and overwritten files.
_before: dict[str, int] = {}
if os.path.isdir(workdir):
for _name in os.listdir(workdir):
if os.path.splitext(_name)[1].lower() in _IMAGE_EXTS:
_p = os.path.join(workdir, _name)
if os.path.isfile(_p):
try:
_before[_name] = os.stat(_p).st_mtime_ns
except OSError:
pass
try:
fd, tmp_path = tempfile.mkstemp(
suffix = ".py", prefix = "studio_exec_", dir = workdir
)
with os.fdopen(fd, "w") as f:
f.write(code)
safe_env = _build_safe_env(workdir)
popen_kwargs = dict(
stdout = subprocess.PIPE,
stderr = subprocess.STDOUT,
text = True,
cwd = workdir,
env = safe_env,
)
if sys.platform != "win32":
popen_kwargs["preexec_fn"] = _sandbox_preexec
else:
popen_kwargs["creationflags"] = subprocess.CREATE_NO_WINDOW
proc = subprocess.Popen([sys.executable, tmp_path], **popen_kwargs)
# Spawn cancel watcher if we have a cancel event
if cancel_event is not None:
watcher = threading.Thread(
target = _cancel_watcher, args = (proc, cancel_event), daemon = True
)
watcher.start()
try:
output, _ = proc.communicate(timeout = timeout)
except subprocess.TimeoutExpired:
_kill_process_tree(proc)
try:
proc.communicate(timeout = 5)
except subprocess.TimeoutExpired:
pass
return _truncate(f"Execution timed out after {timeout} seconds.")
if cancel_event is not None and cancel_event.is_set():
return "Execution cancelled."
result = output or ""
if proc.returncode != 0:
result = f"Exit code {proc.returncode}:\n{result}"
result = _truncate(result) if result.strip() else "(no output)"
# Detect new or overwritten image files and append sentinel for frontend
if session_id and os.path.isdir(workdir):
new_images = []
for _name in os.listdir(workdir):
if os.path.splitext(_name)[1].lower() not in _IMAGE_EXTS:
continue
_p = os.path.join(workdir, _name)
if not os.path.isfile(_p):
continue
try:
_mtime = os.stat(_p).st_mtime_ns
except OSError:
continue
if _name not in _before or _mtime != _before[_name]:
new_images.append(_name)
if new_images:
import json as _json
result += f"\n__IMAGES__:{_json.dumps(sorted(new_images))}"
return result
except Exception as e:
return f"Execution error: {e}"
finally:
if tmp_path and os.path.exists(tmp_path):
try:
os.unlink(tmp_path)
except OSError:
pass
def _bash_exec(
command: str,
cancel_event = None,
timeout: int = _EXEC_TIMEOUT,
session_id: str | None = None,
) -> str:
"""Execute a bash command in a subprocess sandbox."""
if not command or not command.strip():
return "No command provided."
# Block dangerous commands (shlex + regex based)
blocked = _find_blocked_commands(command)
if blocked:
return f"Blocked command(s) for safety: {', '.join(sorted(blocked))}"
# Block direct references to clear-cut credential / process-state
# paths. Allow-list excludes ~/.gitconfig, ~/.bashrc, ~/.ssh/config,
# /etc/hosts, ~/.npm/, project-local rc files, etc. so legitimate
# tool calls (`cat ~/.gitconfig`, `find src/`, `grep -r foo src/`)
# still work.
sensitive = _find_sensitive_paths(command)
if sensitive:
return (
f"Blocked: command references credential / process-state paths "
f"({', '.join(sorted(sensitive))})"
)
try:
workdir = _get_workdir(session_id)
safe_env = _build_safe_env(workdir)
popen_kwargs = dict(
stdout = subprocess.PIPE,
stderr = subprocess.STDOUT,
text = True,
cwd = workdir,
env = safe_env,
)
if sys.platform != "win32":
popen_kwargs["preexec_fn"] = _sandbox_preexec
else:
popen_kwargs["creationflags"] = subprocess.CREATE_NO_WINDOW
proc = subprocess.Popen(_get_shell_cmd(command), **popen_kwargs)
if cancel_event is not None:
watcher = threading.Thread(
target = _cancel_watcher, args = (proc, cancel_event), daemon = True
)
watcher.start()
try:
output, _ = proc.communicate(timeout = timeout)
except subprocess.TimeoutExpired:
_kill_process_tree(proc)
try:
proc.communicate(timeout = 5)
except subprocess.TimeoutExpired:
pass
return _truncate(f"Execution timed out after {timeout} seconds.")
if cancel_event is not None and cancel_event.is_set():
return "Execution cancelled."
result = output or ""
if proc.returncode != 0:
result = f"Exit code {proc.returncode}:\n{result}"
return _truncate(result) if result.strip() else "(no output)"
except Exception as e:
return f"Execution error: {e}"