group-wbl/.venv/lib/python3.13/site-packages/langchain/agents/middleware/_execution.py

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2026-01-09 09:48:03 +08:00
"""Execution policies for the persistent shell middleware."""
from __future__ import annotations
import abc
import json
import os
import shutil
import subprocess
import sys
import typing
from collections.abc import Mapping, Sequence
from dataclasses import dataclass, field
from pathlib import Path
try: # pragma: no cover - optional dependency on POSIX platforms
import resource
except ImportError: # pragma: no cover - non-POSIX systems
resource = None # type: ignore[assignment]
SHELL_TEMP_PREFIX = "langchain-shell-"
def _launch_subprocess(
command: Sequence[str],
*,
env: Mapping[str, str],
cwd: Path,
preexec_fn: typing.Callable[[], None] | None,
start_new_session: bool,
) -> subprocess.Popen[str]:
return subprocess.Popen( # noqa: S603
list(command),
stdin=subprocess.PIPE,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
cwd=cwd,
text=True,
encoding="utf-8",
errors="replace",
bufsize=1,
env=env,
preexec_fn=preexec_fn, # noqa: PLW1509
start_new_session=start_new_session,
)
if typing.TYPE_CHECKING:
from collections.abc import Mapping, Sequence
from pathlib import Path
@dataclass
class BaseExecutionPolicy(abc.ABC):
"""Configuration contract for persistent shell sessions.
Concrete subclasses encapsulate how a shell process is launched and constrained.
Each policy documents its security guarantees and the operating environments in
which it is appropriate. Use `HostExecutionPolicy` for trusted, same-host execution;
`CodexSandboxExecutionPolicy` when the Codex CLI sandbox is available and you want
additional syscall restrictions; and `DockerExecutionPolicy` for container-level
isolation using Docker.
"""
command_timeout: float = 30.0
startup_timeout: float = 30.0
termination_timeout: float = 10.0
max_output_lines: int = 100
max_output_bytes: int | None = None
def __post_init__(self) -> None:
if self.max_output_lines <= 0:
msg = "max_output_lines must be positive."
raise ValueError(msg)
@abc.abstractmethod
def spawn(
self,
*,
workspace: Path,
env: Mapping[str, str],
command: Sequence[str],
) -> subprocess.Popen[str]:
"""Launch the persistent shell process."""
@dataclass
class HostExecutionPolicy(BaseExecutionPolicy):
"""Run the shell directly on the host process.
This policy is best suited for trusted or single-tenant environments (CI jobs,
developer workstations, pre-sandboxed containers) where the agent must access the
host filesystem and tooling without additional isolation. Enforces optional CPU and
memory limits to prevent runaway commands but offers **no** filesystem or network
sandboxing; commands can modify anything the process user can reach.
On Linux platforms resource limits are applied with `resource.prlimit` after the
shell starts. On macOS, where `prlimit` is unavailable, limits are set in a
`preexec_fn` before `exec`. In both cases the shell runs in its own process group
so timeouts can terminate the full subtree.
"""
cpu_time_seconds: int | None = None
memory_bytes: int | None = None
create_process_group: bool = True
_limits_requested: bool = field(init=False, repr=False, default=False)
def __post_init__(self) -> None:
super().__post_init__()
if self.cpu_time_seconds is not None and self.cpu_time_seconds <= 0:
msg = "cpu_time_seconds must be positive if provided."
raise ValueError(msg)
if self.memory_bytes is not None and self.memory_bytes <= 0:
msg = "memory_bytes must be positive if provided."
raise ValueError(msg)
self._limits_requested = any(
value is not None for value in (self.cpu_time_seconds, self.memory_bytes)
)
if self._limits_requested and resource is None:
msg = (
"HostExecutionPolicy cpu/memory limits require the Python 'resource' module. "
"Either remove the limits or run on a POSIX platform."
)
raise RuntimeError(msg)
def spawn(
self,
*,
workspace: Path,
env: Mapping[str, str],
command: Sequence[str],
) -> subprocess.Popen[str]:
process = _launch_subprocess(
list(command),
env=env,
cwd=workspace,
preexec_fn=self._create_preexec_fn(),
start_new_session=self.create_process_group,
)
self._apply_post_spawn_limits(process)
return process
def _create_preexec_fn(self) -> typing.Callable[[], None] | None:
if not self._limits_requested or self._can_use_prlimit():
return None
def _configure() -> None: # pragma: no cover - depends on OS
if self.cpu_time_seconds is not None:
limit = (self.cpu_time_seconds, self.cpu_time_seconds)
resource.setrlimit(resource.RLIMIT_CPU, limit)
if self.memory_bytes is not None:
limit = (self.memory_bytes, self.memory_bytes)
if hasattr(resource, "RLIMIT_AS"):
resource.setrlimit(resource.RLIMIT_AS, limit)
elif hasattr(resource, "RLIMIT_DATA"):
resource.setrlimit(resource.RLIMIT_DATA, limit)
return _configure
def _apply_post_spawn_limits(self, process: subprocess.Popen[str]) -> None:
if not self._limits_requested or not self._can_use_prlimit():
return
if resource is None: # pragma: no cover - defensive
return
pid = process.pid
if pid is None:
return
try:
prlimit = typing.cast("typing.Any", resource).prlimit
if self.cpu_time_seconds is not None:
prlimit(pid, resource.RLIMIT_CPU, (self.cpu_time_seconds, self.cpu_time_seconds))
if self.memory_bytes is not None:
limit = (self.memory_bytes, self.memory_bytes)
if hasattr(resource, "RLIMIT_AS"):
prlimit(pid, resource.RLIMIT_AS, limit)
elif hasattr(resource, "RLIMIT_DATA"):
prlimit(pid, resource.RLIMIT_DATA, limit)
except OSError as exc: # pragma: no cover - depends on platform support
msg = "Failed to apply resource limits via prlimit."
raise RuntimeError(msg) from exc
@staticmethod
def _can_use_prlimit() -> bool:
return (
resource is not None
and hasattr(resource, "prlimit")
and sys.platform.startswith("linux")
)
@dataclass
class CodexSandboxExecutionPolicy(BaseExecutionPolicy):
"""Launch the shell through the Codex CLI sandbox.
Ideal when you have the Codex CLI installed and want the additional syscall and
filesystem restrictions provided by Anthropic's Seatbelt (macOS) or Landlock/seccomp
(Linux) profiles. Commands still run on the host, but within the sandbox requested by
the CLI. If the Codex binary is unavailable or the runtime lacks the required
kernel features (e.g., Landlock inside some containers), process startup fails with a
`RuntimeError`.
Configure sandbox behavior via `config_overrides` to align with your Codex CLI
profile. This policy does not add its own resource limits; combine it with
host-level guards (cgroups, container resource limits) as needed.
"""
binary: str = "codex"
platform: typing.Literal["auto", "macos", "linux"] = "auto"
config_overrides: Mapping[str, typing.Any] = field(default_factory=dict)
def spawn(
self,
*,
workspace: Path,
env: Mapping[str, str],
command: Sequence[str],
) -> subprocess.Popen[str]:
full_command = self._build_command(command)
return _launch_subprocess(
full_command,
env=env,
cwd=workspace,
preexec_fn=None,
start_new_session=False,
)
def _build_command(self, command: Sequence[str]) -> list[str]:
binary = self._resolve_binary()
platform_arg = self._determine_platform()
full_command: list[str] = [binary, "sandbox", platform_arg]
for key, value in sorted(dict(self.config_overrides).items()):
full_command.extend(["-c", f"{key}={self._format_override(value)}"])
full_command.append("--")
full_command.extend(command)
return full_command
def _resolve_binary(self) -> str:
path = shutil.which(self.binary)
if path is None:
msg = (
"Codex sandbox policy requires the '%s' CLI to be installed and available on PATH."
)
raise RuntimeError(msg % self.binary)
return path
def _determine_platform(self) -> str:
if self.platform != "auto":
return self.platform
if sys.platform.startswith("linux"):
return "linux"
if sys.platform == "darwin":
return "macos"
msg = (
"Codex sandbox policy could not determine a supported platform; "
"set 'platform' explicitly."
)
raise RuntimeError(msg)
@staticmethod
def _format_override(value: typing.Any) -> str:
try:
return json.dumps(value)
except TypeError:
return str(value)
@dataclass
class DockerExecutionPolicy(BaseExecutionPolicy):
"""Run the shell inside a dedicated Docker container.
Choose this policy when commands originate from untrusted users or you require
strong isolation between sessions. By default the workspace is bind-mounted only
when it refers to an existing non-temporary directory; ephemeral sessions run
without a mount to minimise host exposure. The container's network namespace is
disabled by default (`--network none`) and you can enable further hardening via
`read_only_rootfs` and `user`.
The security guarantees depend on your Docker daemon configuration. Run the agent on
a host where Docker is locked down (rootless mode, AppArmor/SELinux, etc.) and
review any additional volumes or capabilities passed through ``extra_run_args``. The
default image is `python:3.12-alpine3.19`; supply a custom image if you need
preinstalled tooling.
"""
binary: str = "docker"
image: str = "python:3.12-alpine3.19"
remove_container_on_exit: bool = True
network_enabled: bool = False
extra_run_args: Sequence[str] | None = None
memory_bytes: int | None = None
cpu_time_seconds: typing.Any | None = None
cpus: str | None = None
read_only_rootfs: bool = False
user: str | None = None
def __post_init__(self) -> None:
super().__post_init__()
if self.memory_bytes is not None and self.memory_bytes <= 0:
msg = "memory_bytes must be positive if provided."
raise ValueError(msg)
if self.cpu_time_seconds is not None:
msg = (
"DockerExecutionPolicy does not support cpu_time_seconds; configure CPU limits "
"using Docker run options such as '--cpus'."
)
raise RuntimeError(msg)
if self.cpus is not None and not self.cpus.strip():
msg = "cpus must be a non-empty string when provided."
raise ValueError(msg)
if self.user is not None and not self.user.strip():
msg = "user must be a non-empty string when provided."
raise ValueError(msg)
self.extra_run_args = tuple(self.extra_run_args or ())
def spawn(
self,
*,
workspace: Path,
env: Mapping[str, str],
command: Sequence[str],
) -> subprocess.Popen[str]:
full_command = self._build_command(workspace, env, command)
host_env = os.environ.copy()
return _launch_subprocess(
full_command,
env=host_env,
cwd=workspace,
preexec_fn=None,
start_new_session=False,
)
def _build_command(
self,
workspace: Path,
env: Mapping[str, str],
command: Sequence[str],
) -> list[str]:
binary = self._resolve_binary()
full_command: list[str] = [binary, "run", "-i"]
if self.remove_container_on_exit:
full_command.append("--rm")
if not self.network_enabled:
full_command.extend(["--network", "none"])
if self.memory_bytes is not None:
full_command.extend(["--memory", str(self.memory_bytes)])
if self._should_mount_workspace(workspace):
host_path = str(workspace)
full_command.extend(["-v", f"{host_path}:{host_path}"])
full_command.extend(["-w", host_path])
else:
full_command.extend(["-w", "/"])
if self.read_only_rootfs:
full_command.append("--read-only")
for key, value in env.items():
full_command.extend(["-e", f"{key}={value}"])
if self.cpus is not None:
full_command.extend(["--cpus", self.cpus])
if self.user is not None:
full_command.extend(["--user", self.user])
if self.extra_run_args:
full_command.extend(self.extra_run_args)
full_command.append(self.image)
full_command.extend(command)
return full_command
@staticmethod
def _should_mount_workspace(workspace: Path) -> bool:
return not workspace.name.startswith(SHELL_TEMP_PREFIX)
def _resolve_binary(self) -> str:
path = shutil.which(self.binary)
if path is None:
msg = (
"Docker execution policy requires the '%s' CLI to be installed"
" and available on PATH."
)
raise RuntimeError(msg % self.binary)
return path
__all__ = [
"BaseExecutionPolicy",
"CodexSandboxExecutionPolicy",
"DockerExecutionPolicy",
"HostExecutionPolicy",
]