Expand description
§monty-pool
A pool of Monty worker processes for running untrusted Python code with crash isolation.
Monty executes untrusted Python, and a Monty process can never be made fully crash-proof against memory errors (stack overflow aborts, allocator aborts). This crate isolates those crashes by running the interpreter only in worker subprocesses, reached over Monty’s wire protocol: a crashed worker kills only itself, the pool detects the death and replaces the worker, and the parent process is never at risk.
This is the recommended way to run Monty from Rust. It is also the engine underneath the
pydantic-monty Python package and the
@pydantic/monty JavaScript package.
§Model
A Pool keeps an elastic set of workers (min_processes prewarmed, up to max_processes).
Pool::checkout dedicates one worker to one REPL session: the caller feeds snippets of code
and answers suspension events (TurnEvent — external function calls, OS calls, name lookups,
async futures) until the snippet completes, then Checkout::finish returns the worker to the
pool for reuse. A Checkout dropped without finish kills its worker instead — mid-execution
state cannot be trusted back into the pool.
The pool is async end-to-end and runs on tokio: frame reads are cancel-safe (partial-frame state lives in the worker), and turn deadlines are ordinary timers rather than a watchdog thread. Turn futures are not resumable after being dropped mid-flight — the checkout notices, discards the worker, and fails the next call cleanly.
§Usage
Workers are monty CLI binaries spawned as subprocesses — build one with
cargo build -p monty-runtime in the Monty repository, or
install it from PyPI as pydantic-monty-runtime.
use std::time::Duration;
use monty_pool::{Pool, PoolConfig, PoolError, ReplConfig, TurnEvent, on_print_sync};
#[tokio::main]
async fn main() -> Result<(), PoolError> {
let mut config = PoolConfig::subprocess("path/to/monty");
// no timeouts by default; set one before running untrusted code
config.request_timeout = Some(Duration::from_secs(30));
let pool = Pool::new(config).await?;
let mut session = pool.checkout(&ReplConfig::default()).await?;
let mut on_print = on_print_sync(|_stream, text| print!("{text}"));
// session state persists between feeds on the same checkout
session.feed("x = 21", vec![], vec![], false, &mut on_print).await?;
let event = session.feed("x * 2", vec![], vec![], false, &mut on_print).await?;
match event {
TurnEvent::Complete(value) => println!("result: {value}"), // 42
// other events are suspensions (external function calls, OS calls,
// name lookups, futures) answered with `resume` / `resume_name_lookup`
// / `resume_futures` to continue the turn
other => println!("suspended: {other:?}"),
}
// return the worker to the pool for reuse by the next checkout
session.finish().await?;
Ok(())
}ReplConfig sets per-session ResourceLimits, type checking of every snippet, and print_flush_interval.
The flush interval batches print() output; Duration::ZERO sends one event per completed line.
Its os_policy sets the clock, timezone, initial random state and sleep policy for the session.
CallHost delegates calls to the caller’s OS handler through TurnEvent::OsCall.
Every suspension variant of TurnEvent carries position, a SourceRange locating the suspending expression.
The default SleepMode::System sets system_sleep to the capped delay for the caller to await directly.
SleepMode::Zero returns immediately.
Checkout::feed accepts inputs exposed as sandbox globals and per-feed filesystem mounts (MountSpec); mounts that
overlap on the host or repeat a virtual path fail the feed with a session-preserving PoolError::Runtime.
Checkout::feed_with_cwd also changes the working directory, which defaults to the first feed’s first mount and persists.
Checkout::worker_id identifies a worker within its pool independently of PID reuse, for either transport.
It returns None after the worker is released or discarded; Checkout::pid remains the subprocess-only OS diagnostic.
Checkout::dump snapshots a session; Checkout::restore can restore it on another worker or machine.
The caller must establish that restored bytes are unmodified output from a trusted, compatible Monty producer.
Neither the pool nor the interpreter authenticates snapshots; successful loading does not establish validity.
Invalid snapshots have no correctness or availability guarantees.
§Protections over in-process execution
- Crash isolation — a segfault, stack-overflow abort, or allocator abort in the sandbox
kills only the worker. The pool observes the death as
PoolError::Crashed, discards the worker, and spawns a replacement; the parent process and every other session stay healthy. - Hard timeouts — a parent-side deadline kills any worker whose turn exceeds
request_timeout(PoolError::Timeout), backstopping the sandbox’s own resource limits and catching hangs those limits cannot see. Synchronous host telemetry processors delay enforcement while they run because the timer cannot be polled. When a session has amax_feed_durationormax_turn_durationbudget, the deadline also enforces it from outside the child, each with its own grace (feed_duration_limit_grace,turn_duration_limit_grace, 1s by default;Nonedisables that backstop). Amax_suspensionsbudget is enforced by the pool alone: it counts the suspensions it services and ends the feed past the budget with an uncatchableRuntimeErrorin the sandbox.PoolConfig::subprocesssets neitherrequest_timeoutnorcheckout_timeoutby default; setrequest_timeoutyourself for untrusted code. - Untrusted children — the parent treats every frame from a (possibly compromised) worker as untrusted: wire decoding validates everything and never panics, and a worker that violates the protocol is discarded.
- Worker recycling —
max_checkouts_per_workerrecycles long-lived children to bound the impact of any slow leak. - Memory limits — a session’s
max_memoryalso caps the worker’s live allocations, enforced in the worker’s own global allocator (monty-alloc) plus 4 MB of headroom (32 MB with type checking), rather than letting a worker grow the host until the OOM killer intervenes. Exceeding it, or a refused allocation, exits the worker with a dedicated code so it is reported asPoolError::Runtime/MemoryErrorinstead of an unclassifiable abort. The worker is already dead when the host receives this error.
Ordinary sandbox exceptions leave the session usable. After a soft memory or time limit, the worker survives but the heap has no correctness guarantees. Later feeds may still succeed: the duration budgets restart at the next feed, and a soft memory limit does not end the session either. Discard it yourself. A failed restore also discards the worker.
Timeouts kill the single worker PID, not a process group; the Monty sandbox must never spawn subprocesses.
A remote CPython worker needs deployment-level process teardown instead.
The duration backstop trusts the worker’s reported execution time: under-reporting can stretch each turn to the
full budget plus grace, but request_timeout applies independently.
Both deadlines are polled, so decoding a large reply can delay enforcement.
Host mount I/O runs between turns and is not covered by either deadline; see
filesystem timeouts.
§Observability
The optional telemetry feature records semantic execution for language bindings and other hosts.
The former telemetry-adapter feature and telemetry_adapter module remain compatibility aliases.
monty-pool never selects or shuts down a network exporter or reads exporter credentials; the host SDK owns those
choices and its final flush/shutdown.
Recording happens in the host process, which builds every request and decodes every event
anyway, so both transports are covered and the workers stay uninstrumented. Each instrumented checkout
becomes one session span; each feed is a nested span held across suspension round-trips, with
a child span per suspension whose duration is the host round-trip. Fed code, inputs, call
arguments and results, exceptions and print output are recorded in full — values encoded
the way the Python logfire SDK encodes attributes, capped at 64KB per value — while
Load/Dump snapshot blobs are recorded by size only. Supplying an SDK is therefore an
explicit opt-in to recording potentially sensitive values.
The adapter configures a process-global Rust pipeline and returns a handle that creates each
checkout’s serialized parent context. Span and log records are emitted through
TelemetryAdapter. A binding can either receive standard OTLP protobuf batches aggregated by
the Rust pipeline or receive each raw measurement for aggregation by its native SDK. Python,
Node, and third-party bindings retain ownership of their native SDK and exporter. Without the
feature, workers contain no telemetry recorder or telemetry hot path.
§Metrics
The same handle yields a Metrics for PoolConfig::metrics — as does
Metrics::for_logfire for a Rust host. Metrics::for_logfire records directly into the Rust
host’s configured Logfire instruments. A language adapter either records into the statically
linked SDK or streams raw measurements to the foreign host. Either turns on the aggregate side:
pool health
(monty.pool.workers.live, monty.pool.workers.idle,
monty.pool.workers.suspended, monty.pool.checkout.wait, monty.pool.worker.terminated,
monty.pool.session.duration, monty.pool.session.resumed) and per-turn cost (monty.run.duration,
monty.run.execution_time, monty.turn.duration, monty.run.suspensions,
monty.ext.call.duration, monty.snapshot.bytes, monty.print.bytes,
monty.wire.frame.bytes).
monty.pool.session.duration uses ok for a clean finish, error when the worker is lost, and abandoned when a
live checkout is dropped.
monty.pool.session.resumed counts auto-resume attempts: ok, or why the reload failed (exhausted,
disconnected, refused, shutdown, mismatch, timeout).
Two differences from the spans above. Metrics cover every checkout, not only the ones a
host gave a parent context — an aggregate over traced sessions alone would be misleading —
and they record no sandbox-supplied values at all: every attribute is a closed set, so a
called function’s name (under any outcome — a host lookup that is a callable resolves
anything), an exception class and any path are all left out rather than becoming a time
series each. The one name recorded is an os call’s, which comes from the protocol’s own
fixed set. The subtraction worth knowing: monty.run.duration minus
monty.run.execution_time is host and transport overhead, primarily time spent answering
suspensions.
Metric attributes deliberately never identify a pool. The worker up/down counters therefore total over all pools recording into the same host meter, and a dropped pool subtracts its remaining contribution.
configure_telemetry_adapter delivers aggregated ExportMetricsServiceRequest protobufs
through TelemetryAdapter::export_metrics; its flush path should call
TelemetryAdapterHandle::force_flush. configure_telemetry_adapter_with_host_metrics instead
delivers every Measurement through TelemetryAdapter::record_metric, allowing the foreign
SDK’s views, readers, temporality, and exporters to apply. The adapter method is called
synchronously, but a language bridge may queue the measurement before invoking its SDK and must
drain that queue before the SDK is flushed or shut down. Both callbacks default to dropping their
input so adapters that do not support metrics continue to work.
§Transports
- Subprocess (
PoolConfig::subprocess) — spawn localmonty subprocesschildren over framed stdio. These are the poolable workers: prewarmed, reused across checkouts, and replaced on crash. - WebSocket (
PoolConfig::websocket) — dial a remote child (or a relay pairing the two ends) overws:///wss://. These workers are single-use: dialed fresh per checkout, never prewarmed or returned to the pool. Isolation is the remote host’s responsibility — a remote crash is observed as the connection dropping.Pool::checkout_withtakesCheckoutOptions::connect_headers, extra headers for that checkout’s upgrade request — e.g. a token for a relay in front of the worker. The request carriesUser-Agent: monty-pool/<version>, and with thetelemetryfeature thetraceparent(andtracestate) ofCheckoutOptions::telemetry, so server-side spans join the caller’s trace; aconnect_headersentry of the same name replaces either.
A WebSocket connection lost mid-session reports PoolError::Disconnected; it cannot distinguish a worker crash
from a server policy drop.
A draining server can instead return PoolError::Shutdown, naming what to load the session from when it could store
it.
The interrupted request did not run, but restoring a suspended dump repeats its host call, which may already have
had side effects; callbacks used this way should be idempotent.
A local subprocess claiming shutdown is a protocol violation.
A remote that supports persistence names sessions with an opaque ID, Checkout::session_id;
ReplConfig::persistence asks it to store the session or not, and subprocess workers ignore both.
ReplConfig::profile names a server-side profile to run the session under; it is sent in Configure as-is, and
subprocess workers ignore it too.
Checkout::restore can accept this ID instead of dump bytes to restore a session’s state after a disconnect, whether
intentional or due to parking from e.g. an idle timeout or a remote restart.
The remote is free to determine what Checkout::restore will do, for example it may lock the existing session to
other consumers or it may issue a new session.
A remote without persistence refuses Checkout::dump and Checkout::restore with PoolError::Runtime, and the
session carries on.
With PoolConfig::auto_resume (the default), a shutdown answering a named session’s request is not returned: the
checkout redials, loads what the ShutdownDump named into a new session, re-sends the request and adopts the new
session’s ID.
The session’s host-counted suspension and sleep totals carry over, so a shutdown grants no extra allowance.
It returns the original PoolError::Shutdown if the shutdown named nothing to load, if the new connection fails, or
if the new session is not in the state the old one was in at the shutdown.
The redial reuses the checkout’s original upgrade headers, so a short-lived token in them can make the resume fail.
A bare disconnect is never resumed, since the request may have run.
Before type checking a feed, import_stubs requests host module stubs once per module per session.
Answer with a dict of dotted module paths to .pyi source or None, or NotHandled for no stubs.
§Monty crates
monty— the core interpreter: Python parser, bytecode VM, and sandbox.monty-types— the shared boundary data types (values, exceptions, OS calls, resource limits) hosts use without linking the interpreter.monty-fs— host-side filesystem mounts: maps virtual sandbox paths to real host directories.monty-runtime— themontybinary: REPL, file runner, and subprocess worker mode.monty-pool— an elastic pool of crash-isolatedmontyworker subprocesses. this cratemonty-proto— the protobuf wire protocol spoken between pool parents and workers.monty-type-checking— type checking of sandboxed code, powered by ty.monty-typeshed— the trimmed typeshed stubs describing the stdlib subset Monty implements.monty-macros— the proc macros behindmonty’s argument parsing.
Structs§
- Checkout
- One worker dedicated to one REPL session.
- Checkout
Options - Host-side context for one checkout, as opposed to the
ReplConfigthe worker is sent. - Mount
Spec - A host directory mounted into the sandbox for one feed. Mounts are handled
entirely on the parent: the checkout services covered filesystem OS calls
from the host path itself (so mounts work even when the worker runs on a
remote machine). Every OS call still surfaces as a
TurnEvent::OsCall; mounts are consulted only when the caller asks, viaCheckout::resume_from_mounts. - Pool
- An elastic pool of
monty subprocessworkers. - Pool
Config - Configuration for a
Pool. - Repl
Config - Arguments for the REPL session a checkout creates — mirrors
MontyRepl’s constructor surface.
Enums§
- Crash
Cause - How the pool learned a worker had died — the two are mutually exclusive,
which is why they are one field rather than two
Options: a worker that states its own reason makes the pool’s note of what it was doing redundant, and the message uses one or the other, never both. - Monty
Transport - How the pool reaches its workers.
- Mount
Spec Mode - Access mode for a
MountSpec. - Persistence
- How a serving relay (
monty-server) treats a session’s state. - Pool
Error - Why a pool operation failed.
- Resume
Value - The caller’s answer to a
TurnEvent::FunctionCallorTurnEvent::OsCall. - Turn
Event - How a protocol turn ended: a suspension that needs an answer from the caller, or completion of the fed snippet.
Constants§
- DEFAULT_
DURATION_ LIMIT_ GRACE - Default grace on each of the two duration backstops: how long the parent
waits past a sandbox time limit for the worker to raise
TimeoutErroritself before killing it. - DEFAULT_
PRINT_ FLUSH_ INTERVAL - How long the child holds buffered
print()output before emitting it as aPrintevent, whenpb::Configure::print_flush_interval_mssays nothing.
Functions§
- on_
print_ sync - Adapts a synchronous print sink to the
OnPrintcallback shape.
Type Aliases§
- OnPrint
- Callback receiving sandbox
print()output streamed during a turn. - OnRaw
Event - Callback for the events a
Checkout::turn_rawstreams before the turn-ender —Prints today. Returns a future for the same reasonOnPrintdoes: a slow sink backpressures the worker. - Print
Future - The (boxed) future an
OnPrintcallback returns for one fragment; the turn awaits it before reading on, so a slow sink backpressures the worker.