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3 Commits

Author SHA1 Message Date
Evan
932878c9e7 add system ids 2026-02-19 17:19:50 +00:00
Evan Quiney
4c4c6ce99f simplify rust ident module
this is partly dead code, partly narrowing the rust-python boundary in
prep for future rewrites. no testing as this is all type safe
refactoring.
2026-02-19 17:19:31 +00:00
Jake Hillion
42e1e7322b bench: restore --danger-delete-downloads planning phase (#1542)
c2f2111b extracted shared utilities from exo_bench.py into harness.py
but accidentally dropped the run_planning_phase function and
--danger-delete-downloads CLI argument in the process.

Restored run_planning_phase in harness.py (where its dependencies now
live) and re-added the --danger-delete-downloads argument to
add_common_instance_args. Re-wired the planning phase call in
exo_bench.py's main() before the benchmark loop.
2026-02-19 15:42:02 +00:00
25 changed files with 309 additions and 647 deletions

View File

@@ -20,6 +20,7 @@ from harness import (
instance_id_from_instance,
nodes_used_in_instance,
resolve_model_short_id,
run_planning_phase,
settle_and_fetch_placements,
wait_for_instance_gone,
wait_for_instance_ready,
@@ -962,6 +963,21 @@ Examples:
selected.sort(key=_placement_sort_key)
preview = selected[0]
settle_deadline = (
time.monotonic() + args.settle_timeout if args.settle_timeout > 0 else None
)
print("Planning phase: checking downloads...", file=log)
run_planning_phase(
exo,
full_model_id,
preview,
args.danger_delete_downloads,
args.timeout,
settle_deadline,
)
instance = preview["instance"]
instance_id = instance_id_from_instance(instance)
sharding = str(preview["sharding"])

View File

@@ -35,6 +35,7 @@ from harness import (
instance_id_from_instance,
nodes_used_in_instance,
resolve_model_short_id,
run_planning_phase,
settle_and_fetch_placements,
wait_for_instance_gone,
wait_for_instance_ready,
@@ -332,6 +333,20 @@ def main() -> int:
if args.dry_run:
return 0
settle_deadline = (
time.monotonic() + args.settle_timeout if args.settle_timeout > 0 else None
)
logger.info("Planning phase: checking downloads...")
run_planning_phase(
client,
full_model_id,
selected[0],
args.danger_delete_downloads,
args.timeout,
settle_deadline,
)
all_rows: list[dict[str, Any]] = []
for preview in selected:

View File

@@ -282,6 +282,151 @@ def settle_and_fetch_placements(
return selected
def run_planning_phase(
client: ExoClient,
full_model_id: str,
preview: dict[str, Any],
danger_delete: bool,
timeout: float,
settle_deadline: float | None,
) -> None:
"""Check disk space and ensure model is downloaded before benchmarking."""
# Get model size from /models
models = client.request_json("GET", "/models") or {}
model_bytes = 0
for m in models.get("data", []):
if m.get("hugging_face_id") == full_model_id:
model_bytes = m.get("storage_size_megabytes", 0) * 1024 * 1024
break
if not model_bytes:
logger.warning(
f"Could not determine size for {full_model_id}, skipping disk check"
)
return
# Get nodes from preview
inner = unwrap_instance(preview["instance"])
node_ids = list(inner["shardAssignments"]["nodeToRunner"].keys())
runner_to_shard = inner["shardAssignments"]["runnerToShard"]
state = client.request_json("GET", "/state")
downloads = state.get("downloads", {})
node_disk = state.get("nodeDisk", {})
for node_id in node_ids:
node_downloads = downloads.get(node_id, [])
# Check if model already downloaded on this node
already_downloaded = any(
"DownloadCompleted" in p
and unwrap_instance(p["DownloadCompleted"]["shardMetadata"])["modelCard"][
"modelId"
]
== full_model_id
for p in node_downloads
)
if already_downloaded:
continue
# Wait for disk info if settle_deadline is set
disk_info = node_disk.get(node_id, {})
backoff = _SETTLE_INITIAL_BACKOFF_S
while not disk_info and settle_deadline and time.monotonic() < settle_deadline:
remaining = settle_deadline - time.monotonic()
logger.info(
f"Waiting for disk info on {node_id} ({remaining:.0f}s remaining)..."
)
time.sleep(min(backoff, remaining))
backoff = min(backoff * _SETTLE_BACKOFF_MULTIPLIER, _SETTLE_MAX_BACKOFF_S)
state = client.request_json("GET", "/state")
node_disk = state.get("nodeDisk", {})
disk_info = node_disk.get(node_id, {})
if not disk_info:
logger.warning(f"No disk info for {node_id}, skipping space check")
continue
avail = disk_info.get("available", {}).get("inBytes", 0)
if avail >= model_bytes:
continue
if not danger_delete:
raise RuntimeError(
f"Insufficient disk on {node_id}: need {model_bytes // (1024**3)}GB, "
f"have {avail // (1024**3)}GB. Use --danger-delete-downloads to free space."
)
# Delete from smallest to largest
completed = [
(
unwrap_instance(p["DownloadCompleted"]["shardMetadata"])["modelCard"][
"modelId"
],
p["DownloadCompleted"]["totalBytes"]["inBytes"],
)
for p in node_downloads
if "DownloadCompleted" in p
]
for del_model, size in sorted(completed, key=lambda x: x[1]):
logger.info(f"Deleting {del_model} from {node_id} ({size // (1024**2)}MB)")
client.request_json("DELETE", f"/download/{node_id}/{del_model}")
avail += size
if avail >= model_bytes:
break
if avail < model_bytes:
raise RuntimeError(f"Could not free enough space on {node_id}")
# Start downloads (idempotent)
for node_id in node_ids:
runner_id = inner["shardAssignments"]["nodeToRunner"][node_id]
shard = runner_to_shard[runner_id]
client.request_json(
"POST",
"/download/start",
body={
"targetNodeId": node_id,
"shardMetadata": shard,
},
)
logger.info(f"Started download on {node_id}")
# Wait for downloads
start = time.time()
while time.time() - start < timeout:
state = client.request_json("GET", "/state")
downloads = state.get("downloads", {})
all_done = True
for node_id in node_ids:
done = any(
"DownloadCompleted" in p
and unwrap_instance(p["DownloadCompleted"]["shardMetadata"])[
"modelCard"
]["modelId"]
== full_model_id
for p in downloads.get(node_id, [])
)
failed = [
p["DownloadFailed"]["errorMessage"]
for p in downloads.get(node_id, [])
if "DownloadFailed" in p
and unwrap_instance(p["DownloadFailed"]["shardMetadata"])["modelCard"][
"modelId"
]
== full_model_id
]
if failed:
raise RuntimeError(f"Download failed on {node_id}: {failed[0]}")
if not done:
all_done = False
if all_done:
return
time.sleep(1)
raise TimeoutError("Downloads did not complete in time")
def add_common_instance_args(ap: argparse.ArgumentParser) -> None:
ap.add_argument("--host", default=os.environ.get("EXO_HOST", "localhost"))
ap.add_argument(
@@ -325,3 +470,8 @@ def add_common_instance_args(ap: argparse.ArgumentParser) -> None:
default=0,
help="Max seconds to wait for the cluster to produce valid placements (0 = try once).",
)
ap.add_argument(
"--danger-delete-downloads",
action="store_true",
help="Delete existing models from smallest to largest to make room for benchmark model.",
)

View File

@@ -19,7 +19,7 @@ class ConnectionUpdate:
Whether this is a connection or disconnection event
"""
@property
def peer_id(self) -> PeerId:
def peer_id(self) -> builtins.str:
r"""
Identity of the peer that we have connected to or disconnected from.
"""
@@ -40,92 +40,22 @@ class Keypair:
Identity keypair of a node.
"""
@staticmethod
def generate_ed25519() -> Keypair:
def generate() -> Keypair:
r"""
Generate a new Ed25519 keypair.
"""
@staticmethod
def generate_ecdsa() -> Keypair:
def from_bytes(bytes: bytes) -> Keypair:
r"""
Generate a new ECDSA keypair.
"""
@staticmethod
def generate_secp256k1() -> Keypair:
r"""
Generate a new Secp256k1 keypair.
"""
@staticmethod
def from_protobuf_encoding(bytes: bytes) -> Keypair:
r"""
Decode a private key from a protobuf structure and parse it as a `Keypair`.
"""
@staticmethod
def rsa_from_pkcs8(bytes: bytes) -> Keypair:
r"""
Decode an keypair from a DER-encoded secret key in PKCS#8 `PrivateKeyInfo`
format (i.e. unencrypted) as defined in [RFC5208].
[RFC5208]: https://tools.ietf.org/html/rfc5208#section-5
"""
@staticmethod
def secp256k1_from_der(bytes: bytes) -> Keypair:
r"""
Decode a keypair from a DER-encoded Secp256k1 secret key in an `ECPrivateKey`
structure as defined in [RFC5915].
[RFC5915]: https://tools.ietf.org/html/rfc5915
"""
@staticmethod
def ed25519_from_bytes(bytes: bytes) -> Keypair: ...
def to_protobuf_encoding(self) -> bytes:
r"""
Encode a private key as protobuf structure.
"""
def to_peer_id(self) -> PeerId:
r"""
Convert the `Keypair` into the corresponding `PeerId`.
"""
@typing.final
class Multiaddr:
r"""
Representation of a Multiaddr.
"""
@staticmethod
def empty() -> Multiaddr:
r"""
Create a new, empty multiaddress.
"""
@staticmethod
def with_capacity(n: builtins.int) -> Multiaddr:
r"""
Create a new, empty multiaddress with the given capacity.
"""
@staticmethod
def from_bytes(bytes: bytes) -> Multiaddr:
r"""
Parse a `Multiaddr` value from its byte slice representation.
"""
@staticmethod
def from_string(string: builtins.str) -> Multiaddr:
r"""
Parse a `Multiaddr` value from its string representation.
"""
def len(self) -> builtins.int:
r"""
Return the length in bytes of this multiaddress.
"""
def is_empty(self) -> builtins.bool:
r"""
Returns true if the length of this multiaddress is 0.
Construct an Ed25519 keypair from secret key bytes
"""
def to_bytes(self) -> bytes:
r"""
Return a copy of this [`Multiaddr`]'s byte representation.
Get the secret key bytes underlying the keypair
"""
def to_string(self) -> builtins.str:
def to_node_id(self) -> builtins.str:
r"""
Convert a Multiaddr to a string.
Convert the `Keypair` into the corresponding `PeerId` string, which we use as our `NodeId`.
"""
@typing.final
@@ -180,37 +110,6 @@ class NoPeersSubscribedToTopicError(builtins.Exception):
def __repr__(self) -> builtins.str: ...
def __str__(self) -> builtins.str: ...
@typing.final
class PeerId:
r"""
Identifier of a peer of the network.
The data is a `CIDv0` compatible multihash of the protobuf encoded public key of the peer
as specified in [specs/peer-ids](https://github.com/libp2p/specs/blob/master/peer-ids/peer-ids.md).
"""
@staticmethod
def random() -> PeerId:
r"""
Generates a random peer ID from a cryptographically secure PRNG.
This is useful for randomly walking on a DHT, or for testing purposes.
"""
@staticmethod
def from_bytes(bytes: bytes) -> PeerId:
r"""
Parses a `PeerId` from bytes.
"""
def to_bytes(self) -> bytes:
r"""
Returns a raw bytes representation of this `PeerId`.
"""
def to_base58(self) -> builtins.str:
r"""
Returns a base-58 encoded string of this `PeerId`.
"""
def __repr__(self) -> builtins.str: ...
def __str__(self) -> builtins.str: ...
@typing.final
class ConnectionUpdateType(enum.Enum):
r"""

View File

@@ -1,8 +1,6 @@
use crate::ext::ResultExt as _;
use libp2p::PeerId;
use libp2p::identity::Keypair;
use pyo3::prelude::{PyBytesMethods as _, PyModule, PyModuleMethods as _};
use pyo3::types::PyBytes;
use pyo3::types::{PyBytes, PyBytesMethods as _};
use pyo3::{Bound, PyResult, Python, pyclass, pymethods};
use pyo3_stub_gen::derive::{gen_stub_pyclass, gen_stub_pymethods};
@@ -18,142 +16,32 @@ pub struct PyKeypair(pub Keypair);
impl PyKeypair {
/// Generate a new Ed25519 keypair.
#[staticmethod]
fn generate_ed25519() -> Self {
fn generate() -> Self {
Self(Keypair::generate_ed25519())
}
/// Generate a new ECDSA keypair.
/// Construct an Ed25519 keypair from secret key bytes
#[staticmethod]
fn generate_ecdsa() -> Self {
Self(Keypair::generate_ecdsa())
}
/// Generate a new Secp256k1 keypair.
#[staticmethod]
fn generate_secp256k1() -> Self {
Self(Keypair::generate_secp256k1())
}
/// Decode a private key from a protobuf structure and parse it as a `Keypair`.
#[staticmethod]
fn from_protobuf_encoding(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::from_protobuf_encoding(&bytes).pyerr()?))
}
/// Decode an keypair from a DER-encoded secret key in PKCS#8 `PrivateKeyInfo`
/// format (i.e. unencrypted) as defined in [RFC5208].
///
/// [RFC5208]: https://tools.ietf.org/html/rfc5208#section-5
#[staticmethod]
fn rsa_from_pkcs8(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let mut bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::rsa_from_pkcs8(&mut bytes).pyerr()?))
}
/// Decode a keypair from a DER-encoded Secp256k1 secret key in an `ECPrivateKey`
/// structure as defined in [RFC5915].
///
/// [RFC5915]: https://tools.ietf.org/html/rfc5915
#[staticmethod]
fn secp256k1_from_der(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let mut bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::secp256k1_from_der(&mut bytes).pyerr()?))
}
#[staticmethod]
fn ed25519_from_bytes(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
fn from_bytes(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let mut bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::ed25519_from_bytes(&mut bytes).pyerr()?))
}
/// Encode a private key as protobuf structure.
fn to_protobuf_encoding<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyBytes>> {
let bytes = self.0.to_protobuf_encoding().pyerr()?;
/// Get the secret key bytes underlying the keypair
fn to_bytes<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyBytes>> {
let bytes = self
.0
.clone()
.try_into_ed25519()
.pyerr()?
.secret()
.as_ref()
.to_vec();
Ok(PyBytes::new(py, &bytes))
}
/// Convert the `Keypair` into the corresponding `PeerId`.
fn to_peer_id(&self) -> PyPeerId {
PyPeerId(self.0.public().to_peer_id())
}
// /// Hidden constructor for pickling support. TODO: figure out how to do pickling...
// #[gen_stub(skip)]
// #[new]
// fn py_new(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
// Self::from_protobuf_encoding(bytes)
// }
//
// #[gen_stub(skip)]
// fn __setstate__(&mut self, state: Bound<'_, PyBytes>) -> PyResult<()> {
// *self = Self::from_protobuf_encoding(state)?;
// Ok(())
// }
//
// #[gen_stub(skip)]
// fn __getstate__<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyBytes>> {
// self.to_protobuf_encoding(py)
// }
//
// #[gen_stub(skip)]
// pub fn __getnewargs__<'py>(&self, py: Python<'py>) -> PyResult<(Bound<'py, PyBytes>,)> {
// Ok((self.to_protobuf_encoding(py)?,))
// }
}
/// Identifier of a peer of the network.
///
/// The data is a `CIDv0` compatible multihash of the protobuf encoded public key of the peer
/// as specified in [specs/peer-ids](https://github.com/libp2p/specs/blob/master/peer-ids/peer-ids.md).
#[gen_stub_pyclass]
#[pyclass(name = "PeerId", frozen)]
#[derive(Debug, Clone)]
#[repr(transparent)]
pub struct PyPeerId(pub PeerId);
#[gen_stub_pymethods]
#[pymethods]
#[allow(clippy::needless_pass_by_value)]
impl PyPeerId {
/// Generates a random peer ID from a cryptographically secure PRNG.
///
/// This is useful for randomly walking on a DHT, or for testing purposes.
#[staticmethod]
fn random() -> Self {
Self(PeerId::random())
}
/// Parses a `PeerId` from bytes.
#[staticmethod]
fn from_bytes(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let bytes = Vec::from(bytes.as_bytes());
Ok(Self(PeerId::from_bytes(&bytes).pyerr()?))
}
/// Returns a raw bytes representation of this `PeerId`.
fn to_bytes<'py>(&self, py: Python<'py>) -> Bound<'py, PyBytes> {
let bytes = self.0.to_bytes();
PyBytes::new(py, &bytes)
}
/// Returns a base-58 encoded string of this `PeerId`.
fn to_base58(&self) -> String {
self.0.to_base58()
}
fn __repr__(&self) -> String {
format!("PeerId({})", self.to_base58())
}
fn __str__(&self) -> String {
self.to_base58()
/// Convert the `Keypair` into the corresponding `PeerId` string, which we use as our `NodeId`.
fn to_node_id(&self) -> String {
self.0.public().to_peer_id().to_base58()
}
}
pub fn ident_submodule(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<PyKeypair>()?;
m.add_class::<PyPeerId>()?;
Ok(())
}

View File

@@ -8,9 +8,10 @@ mod allow_threading;
mod ident;
mod networking;
use crate::ident::ident_submodule;
use crate::ident::PyKeypair;
use crate::networking::networking_submodule;
use pyo3::prelude::PyModule;
use pyo3::types::PyModuleMethods;
use pyo3::{Bound, PyResult, pyclass, pymodule};
use pyo3_stub_gen::define_stub_info_gatherer;
@@ -158,7 +159,7 @@ fn main_module(m: &Bound<'_, PyModule>) -> PyResult<()> {
// TODO: for now this is all NOT a submodule, but figure out how to make the submodule system
// work with maturin, where the types generate correctly, in the right folder, without
// too many importing issues...
ident_submodule(m)?;
m.add_class::<PyKeypair>()?;
networking_submodule(m)?;
// top-level constructs

View File

@@ -8,7 +8,7 @@
use crate::r#const::MPSC_CHANNEL_SIZE;
use crate::ext::{ByteArrayExt as _, FutureExt, PyErrExt as _};
use crate::ext::{ResultExt as _, TokioMpscReceiverExt as _, TokioMpscSenderExt as _};
use crate::ident::{PyKeypair, PyPeerId};
use crate::ident::PyKeypair;
use crate::pyclass;
use libp2p::futures::StreamExt as _;
use libp2p::gossipsub;
@@ -119,7 +119,7 @@ struct PyConnectionUpdate {
/// Identity of the peer that we have connected to or disconnected from.
#[pyo3(get)]
peer_id: PyPeerId,
peer_id: String,
/// Remote connection's IPv4 address.
#[pyo3(get)]
@@ -251,7 +251,7 @@ async fn networking_task(
// send connection event to channel (or exit if connection closed)
if let Err(e) = connection_update_tx.send(PyConnectionUpdate {
update_type: PyConnectionUpdateType::Connected,
peer_id: PyPeerId(peer_id),
peer_id: peer_id.to_base58(),
remote_ipv4,
remote_tcp_port,
}).await {
@@ -272,7 +272,7 @@ async fn networking_task(
// send disconnection event to channel (or exit if connection closed)
if let Err(e) = connection_update_tx.send(PyConnectionUpdate {
update_type: PyConnectionUpdateType::Disconnected,
peer_id: PyPeerId(peer_id),
peer_id: peer_id.to_base58(),
remote_ipv4,
remote_tcp_port,
}).await {

View File

@@ -1,7 +1,6 @@
import asyncio
import socket
from dataclasses import dataclass, field
from typing import Iterator
import anyio
from anyio import current_time
@@ -22,10 +21,10 @@ from exo.shared.types.commands import (
ForwarderDownloadCommand,
StartDownload,
)
from exo.shared.types.common import NodeId, SessionId
from exo.shared.types.common import NodeId, SessionId, SystemId
from exo.shared.types.events import (
Event,
ForwarderEvent,
LocalForwarderEvent,
NodeDownloadProgress,
)
from exo.shared.types.worker.downloads import (
@@ -45,9 +44,9 @@ class DownloadCoordinator:
session_id: SessionId
shard_downloader: ShardDownloader
download_command_receiver: Receiver[ForwarderDownloadCommand]
local_event_sender: Sender[ForwarderEvent]
event_index_counter: Iterator[int]
local_event_sender: Sender[LocalForwarderEvent]
offline: bool = False
_system_id: SystemId = field(default_factory=SystemId)
# Local state
download_status: dict[ModelId, DownloadProgress] = field(default_factory=dict)
@@ -298,15 +297,16 @@ class DownloadCoordinator:
del self.download_status[model_id]
async def _forward_events(self) -> None:
idx = 0
with self.event_receiver as events:
async for event in events:
idx = next(self.event_index_counter)
fe = ForwarderEvent(
fe = LocalForwarderEvent(
origin_idx=idx,
origin=self.node_id,
origin=self._system_id,
session=self.session_id,
event=event,
)
idx += 1
logger.debug(
f"DownloadCoordinator published event {idx}: {str(event)[:100]}"
)

View File

@@ -1,11 +1,10 @@
import argparse
import itertools
import multiprocessing as mp
import os
import resource
import signal
from dataclasses import dataclass, field
from typing import Iterator, Self
from typing import Self
import anyio
from anyio.abc import TaskGroup
@@ -38,14 +37,13 @@ class Node:
api: API | None
node_id: NodeId
event_index_counter: Iterator[int]
offline: bool
_tg: TaskGroup = field(init=False, default_factory=anyio.create_task_group)
@classmethod
async def create(cls, args: "Args") -> "Self":
async def create(cls, args: "Args") -> Self:
keypair = get_node_id_keypair()
node_id = NodeId(keypair.to_peer_id().to_base58())
node_id = NodeId(keypair.to_node_id())
session_id = SessionId(master_node_id=node_id, election_clock=0)
router = Router.create(keypair)
await router.register_topic(topics.GLOBAL_EVENTS)
@@ -57,9 +55,6 @@ class Node:
logger.info(f"Starting node {node_id}")
# Create shared event index counter for Worker and DownloadCoordinator
event_index_counter = itertools.count()
# Create DownloadCoordinator (unless --no-downloads)
if not args.no_downloads:
download_coordinator = DownloadCoordinator(
@@ -68,7 +63,6 @@ class Node:
exo_shard_downloader(),
download_command_receiver=router.receiver(topics.DOWNLOAD_COMMANDS),
local_event_sender=router.sender(topics.LOCAL_EVENTS),
event_index_counter=event_index_counter,
offline=args.offline,
)
else:
@@ -95,7 +89,6 @@ class Node:
local_event_sender=router.sender(topics.LOCAL_EVENTS),
command_sender=router.sender(topics.COMMANDS),
download_command_sender=router.sender(topics.DOWNLOAD_COMMANDS),
event_index_counter=event_index_counter,
)
else:
worker = None
@@ -133,7 +126,6 @@ class Node:
master,
api,
node_id,
event_index_counter,
args.offline,
)
@@ -212,8 +204,6 @@ class Node:
)
if result.is_new_master:
await anyio.sleep(0)
# Fresh counter for new session (buffer expects indices from 0)
self.event_index_counter = itertools.count()
if self.download_coordinator:
self.download_coordinator.shutdown()
self.download_coordinator = DownloadCoordinator(
@@ -224,7 +214,6 @@ class Node:
topics.DOWNLOAD_COMMANDS
),
local_event_sender=self.router.sender(topics.LOCAL_EVENTS),
event_index_counter=self.event_index_counter,
offline=self.offline,
)
self._tg.start_soon(self.download_coordinator.run)
@@ -242,7 +231,6 @@ class Node:
download_command_sender=self.router.sender(
topics.DOWNLOAD_COMMANDS
),
event_index_counter=self.event_index_counter,
)
self._tg.start_soon(self.worker.run)
if self.api:

View File

@@ -132,11 +132,11 @@ from exo.shared.types.commands import (
TaskFinished,
TextGeneration,
)
from exo.shared.types.common import CommandId, Id, NodeId, SessionId
from exo.shared.types.common import CommandId, Id, NodeId, SessionId, SystemId
from exo.shared.types.events import (
ChunkGenerated,
Event,
ForwarderEvent,
GlobalForwarderEvent,
IndexedEvent,
PrefillProgress,
TracesMerged,
@@ -177,8 +177,7 @@ class API:
session_id: SessionId,
*,
port: int,
# Ideally this would be a MasterForwarderEvent but type system says no :(
global_event_receiver: Receiver[ForwarderEvent],
global_event_receiver: Receiver[GlobalForwarderEvent],
command_sender: Sender[ForwarderCommand],
download_command_sender: Sender[ForwarderDownloadCommand],
# This lets us pause the API if an election is running
@@ -186,6 +185,7 @@ class API:
) -> None:
self.state = State()
self._event_log = DiskEventLog(_API_EVENT_LOG_DIR)
self._system_id = SystemId()
self.command_sender = command_sender
self.download_command_sender = download_command_sender
self.global_event_receiver = global_event_receiver
@@ -237,6 +237,7 @@ class API:
self._event_log.close()
self._event_log = DiskEventLog(_API_EVENT_LOG_DIR)
self.state = State()
self._system_id = SystemId()
self.session_id = new_session_id
self.event_buffer = OrderedBuffer[Event]()
self._text_generation_queues = {}
@@ -554,7 +555,7 @@ class API:
command = TaskCancelled(cancelled_command_id=command_id)
with anyio.CancelScope(shield=True):
await self.command_sender.send(
ForwarderCommand(origin=self.node_id, command=command)
ForwarderCommand(origin=self._system_id, command=command)
)
raise
finally:
@@ -902,7 +903,7 @@ class API:
command = TaskCancelled(cancelled_command_id=command_id)
with anyio.CancelScope(shield=True):
await self.command_sender.send(
ForwarderCommand(origin=self.node_id, command=command)
ForwarderCommand(origin=self._system_id, command=command)
)
raise
finally:
@@ -988,7 +989,7 @@ class API:
command = TaskCancelled(cancelled_command_id=command_id)
with anyio.CancelScope(shield=True):
await self.command_sender.send(
ForwarderCommand(origin=self.node_id, command=command)
ForwarderCommand(origin=self._system_id, command=command)
)
raise
finally:
@@ -1429,6 +1430,8 @@ class API:
async def _apply_state(self):
with self.global_event_receiver as events:
async for f_event in events:
if f_event.session != self.session_id:
continue
if f_event.origin != self.session_id.master_node_id:
continue
self.event_buffer.ingest(f_event.origin_idx, f_event.event)
@@ -1508,12 +1511,12 @@ class API:
while self.paused:
await self.paused_ev.wait()
await self.command_sender.send(
ForwarderCommand(origin=self.node_id, command=command)
ForwarderCommand(origin=self._system_id, command=command)
)
async def _send_download(self, command: DownloadCommand):
await self.download_command_sender.send(
ForwarderDownloadCommand(origin=self.node_id, command=command)
ForwarderDownloadCommand(origin=self._system_id, command=command)
)
async def start_download(

View File

@@ -29,15 +29,14 @@ from exo.shared.types.commands import (
TestCommand,
TextGeneration,
)
from exo.shared.types.common import CommandId, NodeId, SessionId
from exo.shared.types.common import CommandId, NodeId, SessionId, SystemId
from exo.shared.types.events import (
Event,
ForwarderEvent,
GlobalForwarderEvent,
IndexedEvent,
InputChunkReceived,
InstanceDeleted,
JacclSideChannelData,
JacclSideChannelGathered,
LocalForwarderEvent,
NodeGatheredInfo,
NodeTimedOut,
TaskCreated,
@@ -62,7 +61,6 @@ from exo.shared.types.tasks import (
TextGeneration as TextGenerationTask,
)
from exo.shared.types.worker.instances import InstanceId
from exo.shared.types.worker.runners import RunnerId
from exo.utils.channels import Receiver, Sender, channel
from exo.utils.event_buffer import MultiSourceBuffer
@@ -74,8 +72,8 @@ class Master:
session_id: SessionId,
*,
command_receiver: Receiver[ForwarderCommand],
local_event_receiver: Receiver[ForwarderEvent],
global_event_sender: Sender[ForwarderEvent],
local_event_receiver: Receiver[LocalForwarderEvent],
global_event_sender: Sender[GlobalForwarderEvent],
download_command_sender: Sender[ForwarderDownloadCommand],
):
self.state = State()
@@ -90,14 +88,14 @@ class Master:
send, recv = channel[Event]()
self.event_sender: Sender[Event] = send
self._loopback_event_receiver: Receiver[Event] = recv
self._loopback_event_sender: Sender[ForwarderEvent] = (
self._loopback_event_sender: Sender[LocalForwarderEvent] = (
local_event_receiver.clone_sender()
)
self._multi_buffer = MultiSourceBuffer[NodeId, Event]()
self._system_id = SystemId()
self._multi_buffer = MultiSourceBuffer[SystemId, Event]()
self._event_log = DiskEventLog(EXO_EVENT_LOG_DIR / "master")
self._pending_traces: dict[TaskId, dict[int, list[TraceEventData]]] = {}
self._expected_ranks: dict[TaskId, set[int]] = {}
self._jaccl_pending: dict[InstanceId, dict[int, dict[RunnerId, bytes]]] = {}
async def run(self):
logger.info("Starting Master")
@@ -292,7 +290,7 @@ class Master:
):
await self.download_command_sender.send(
ForwarderDownloadCommand(
origin=self.node_id, command=cmd
origin=self._system_id, command=cmd
)
)
generated_events.extend(transition_events)
@@ -411,11 +409,6 @@ class Master:
self._event_log.append(event)
await self._send_event(indexed)
# After broadcasting JacclSideChannelData, accumulate and
# emit gathered result when all runners have contributed.
if isinstance(event, JacclSideChannelData):
await self._handle_jaccl_side_channel(event)
async def _loopback_processor(self) -> None:
# this would ideally not be necessary.
# this is WAY less hacky than how I was working around this before
@@ -423,8 +416,8 @@ class Master:
with self._loopback_event_receiver as events:
async for event in events:
await self._loopback_event_sender.send(
ForwarderEvent(
origin=NodeId(f"master_{self.node_id}"),
LocalForwarderEvent(
origin=self._system_id,
origin_idx=local_index,
session=self.session_id,
event=event,
@@ -436,7 +429,7 @@ class Master:
async def _send_event(self, event: IndexedEvent):
# Convenience method since this line is ugly
await self.global_event_sender.send(
ForwarderEvent(
GlobalForwarderEvent(
origin=self.node_id,
origin_idx=event.idx,
session=self.session_id,
@@ -469,42 +462,3 @@ class Master:
del self._pending_traces[task_id]
if task_id in self._expected_ranks:
del self._expected_ranks[task_id]
async def _handle_jaccl_side_channel(self, event: JacclSideChannelData) -> None:
"""Accumulate SideChannel contributions; when all runners for an instance
have submitted for the same sequence, emit JacclSideChannelGathered."""
iid = event.instance_id
seq = event.sequence
if iid not in self._jaccl_pending:
self._jaccl_pending[iid] = {}
if seq not in self._jaccl_pending[iid]:
self._jaccl_pending[iid][seq] = {}
self._jaccl_pending[iid][seq][event.runner_id] = event.data
instance = self.state.instances.get(iid)
if instance is None:
logger.warning(f"JacclSideChannelData for unknown instance {iid}")
return
expected_runners = set(instance.shard_assignments.runner_to_shard.keys())
submitted = set(self._jaccl_pending[iid][seq].keys())
logger.info(
f"JACCL side channel: instance={iid} seq={seq} "
f"submitted={len(submitted)}/{len(expected_runners)}"
)
if submitted >= expected_runners:
gathered = dict(self._jaccl_pending[iid][seq])
del self._jaccl_pending[iid][seq]
if not self._jaccl_pending[iid]:
del self._jaccl_pending[iid]
await self.event_sender.send(
JacclSideChannelGathered(
instance_id=iid,
sequence=seq,
gathered_data=gathered,
)
)

View File

@@ -15,11 +15,12 @@ from exo.shared.types.commands import (
PlaceInstance,
TextGeneration,
)
from exo.shared.types.common import ModelId, NodeId, SessionId
from exo.shared.types.common import ModelId, NodeId, SessionId, SystemId
from exo.shared.types.events import (
ForwarderEvent,
GlobalForwarderEvent,
IndexedEvent,
InstanceCreated,
LocalForwarderEvent,
NodeGatheredInfo,
TaskCreated,
)
@@ -42,12 +43,12 @@ from exo.utils.channels import channel
@pytest.mark.asyncio
async def test_master():
keypair = get_node_id_keypair()
node_id = NodeId(keypair.to_peer_id().to_base58())
node_id = NodeId(keypair.to_node_id())
session_id = SessionId(master_node_id=node_id, election_clock=0)
ge_sender, global_event_receiver = channel[ForwarderEvent]()
ge_sender, global_event_receiver = channel[GlobalForwarderEvent]()
command_sender, co_receiver = channel[ForwarderCommand]()
local_event_sender, le_receiver = channel[ForwarderEvent]()
local_event_sender, le_receiver = channel[LocalForwarderEvent]()
fcds, _fcdr = channel[ForwarderDownloadCommand]()
all_events: list[IndexedEvent] = []
@@ -75,13 +76,12 @@ async def test_master():
async with anyio.create_task_group() as tg:
tg.start_soon(master.run)
sender_node_id = NodeId(f"{keypair.to_peer_id().to_base58()}_sender")
# inject a NodeGatheredInfo event
logger.info("inject a NodeGatheredInfo event")
await local_event_sender.send(
ForwarderEvent(
LocalForwarderEvent(
origin_idx=0,
origin=sender_node_id,
origin=SystemId("Worker"),
session=session_id,
event=(
NodeGatheredInfo(
@@ -108,7 +108,7 @@ async def test_master():
logger.info("inject a CreateInstance Command")
await command_sender.send(
ForwarderCommand(
origin=node_id,
origin=SystemId("API"),
command=(
PlaceInstance(
command_id=CommandId(),
@@ -133,7 +133,7 @@ async def test_master():
logger.info("inject a TextGeneration Command")
await command_sender.send(
ForwarderCommand(
origin=node_id,
origin=SystemId("API"),
command=(
TextGeneration(
command_id=CommandId(),

View File

@@ -30,7 +30,7 @@ class ConnectionMessage(CamelCaseModel):
@classmethod
def from_update(cls, update: ConnectionUpdate) -> "ConnectionMessage":
return cls(
node_id=NodeId(update.peer_id.to_base58()),
node_id=NodeId(update.peer_id),
connection_type=ConnectionMessageType.from_update_type(update.update_type),
remote_ipv4=update.remote_ipv4,
remote_tcp_port=update.remote_tcp_port,

View File

@@ -221,7 +221,7 @@ def get_node_id_keypair(
Obtain the :class:`PeerId` by from it.
"""
# TODO(evan): bring back node id persistence once we figure out how to deal with duplicates
return Keypair.generate_ed25519()
return Keypair.generate()
def lock_path(path: str | bytes | PathLike[str] | PathLike[bytes]) -> Path:
return Path(str(path) + ".lock")
@@ -235,12 +235,12 @@ def get_node_id_keypair(
protobuf_encoded = f.read()
try: # if decoded successfully, save & return
return Keypair.from_protobuf_encoding(protobuf_encoded)
return Keypair.from_bytes(protobuf_encoded)
except ValueError as e: # on runtime error, assume corrupt file
logger.warning(f"Encountered error when trying to get keypair: {e}")
# if no valid credentials, create new ones and persist
with open(path, "w+b") as f:
keypair = Keypair.generate_ed25519()
f.write(keypair.to_protobuf_encoding())
f.write(keypair.to_bytes())
return keypair

View File

@@ -5,7 +5,8 @@ from exo.routing.connection_message import ConnectionMessage
from exo.shared.election import ElectionMessage
from exo.shared.types.commands import ForwarderCommand, ForwarderDownloadCommand
from exo.shared.types.events import (
ForwarderEvent,
GlobalForwarderEvent,
LocalForwarderEvent,
)
from exo.utils.pydantic_ext import CamelCaseModel
@@ -36,8 +37,8 @@ class TypedTopic[T: CamelCaseModel]:
return self.model_type.model_validate_json(b.decode("utf-8"))
GLOBAL_EVENTS = TypedTopic("global_events", PublishPolicy.Always, ForwarderEvent)
LOCAL_EVENTS = TypedTopic("local_events", PublishPolicy.Always, ForwarderEvent)
GLOBAL_EVENTS = TypedTopic("global_events", PublishPolicy.Always, GlobalForwarderEvent)
LOCAL_EVENTS = TypedTopic("local_events", PublishPolicy.Always, LocalForwarderEvent)
COMMANDS = TypedTopic("commands", PublishPolicy.Always, ForwarderCommand)
ELECTION_MESSAGES = TypedTopic(
"election_messages", PublishPolicy.Always, ElectionMessage

View File

@@ -12,8 +12,6 @@ from exo.shared.types.events import (
InputChunkReceived,
InstanceCreated,
InstanceDeleted,
JacclSideChannelData,
JacclSideChannelGathered,
NodeDownloadProgress,
NodeGatheredInfo,
NodeTimedOut,
@@ -70,8 +68,6 @@ def event_apply(event: Event, state: State) -> State:
| PrefillProgress()
| TracesCollected()
| TracesMerged()
| JacclSideChannelData()
| JacclSideChannelGathered()
): # Pass-through events that don't modify state
return state
case InstanceCreated():

View File

@@ -4,7 +4,7 @@ from anyio import create_task_group, fail_after, move_on_after
from exo.routing.connection_message import ConnectionMessage, ConnectionMessageType
from exo.shared.election import Election, ElectionMessage, ElectionResult
from exo.shared.types.commands import ForwarderCommand, TestCommand
from exo.shared.types.common import NodeId, SessionId
from exo.shared.types.common import NodeId, SessionId, SystemId
from exo.utils.channels import channel
# ======= #
@@ -384,7 +384,7 @@ async def test_tie_breaker_prefers_node_with_more_commands_seen() -> None:
# Pump local commands so our commands_seen is high before the round starts
for _ in range(50):
await co_tx.send(
ForwarderCommand(origin=NodeId("SOMEONE"), command=TestCommand())
ForwarderCommand(origin=SystemId("SOMEONE"), command=TestCommand())
)
# Trigger a round at clock=1 with a peer of equal seniority but fewer commands

View File

@@ -23,7 +23,7 @@ def _get_keypair_concurrent_subprocess_task(
sem.release()
# wait to be told to begin simultaneous read
ev.wait()
queue.put(get_node_id_keypair().to_protobuf_encoding())
queue.put(get_node_id_keypair().to_bytes())
def _get_keypair_concurrent(num_procs: int) -> bytes:

View File

@@ -6,7 +6,7 @@ from exo.shared.types.api import (
ImageGenerationTaskParams,
)
from exo.shared.types.chunks import InputImageChunk
from exo.shared.types.common import CommandId, NodeId
from exo.shared.types.common import CommandId, NodeId, SystemId
from exo.shared.types.text_generation import TextGenerationTaskParams
from exo.shared.types.worker.instances import Instance, InstanceId, InstanceMeta
from exo.shared.types.worker.shards import Sharding, ShardMetadata
@@ -100,10 +100,10 @@ Command = (
class ForwarderCommand(CamelCaseModel):
origin: NodeId
origin: SystemId
command: Command
class ForwarderDownloadCommand(CamelCaseModel):
origin: NodeId
origin: SystemId
command: DownloadCommand

View File

@@ -25,6 +25,10 @@ class NodeId(Id):
pass
class SystemId(Id):
pass
class ModelId(Id):
def normalize(self) -> str:
return self.replace("/", "--")

View File

@@ -1,13 +1,11 @@
import base64
from collections.abc import Mapping
from datetime import datetime
from typing import Annotated, final
from typing import final
from pydantic import BeforeValidator, Field, PlainSerializer
from pydantic import Field
from exo.shared.topology import Connection
from exo.shared.types.chunks import GenerationChunk, InputImageChunk
from exo.shared.types.common import CommandId, Id, ModelId, NodeId, SessionId
from exo.shared.types.common import CommandId, Id, ModelId, NodeId, SessionId, SystemId
from exo.shared.types.tasks import Task, TaskId, TaskStatus
from exo.shared.types.worker.downloads import DownloadProgress
from exo.shared.types.worker.instances import Instance, InstanceId
@@ -16,28 +14,6 @@ from exo.utils.info_gatherer.info_gatherer import GatheredInfo
from exo.utils.pydantic_ext import CamelCaseModel, FrozenModel, TaggedModel
def _decode_base64_bytes(v: bytes | str) -> bytes:
if isinstance(v, bytes):
return v
return base64.b64decode(v)
def _encode_base64_bytes(v: bytes) -> str:
return base64.b64encode(v).decode("ascii")
Base64Bytes = Annotated[
bytes,
BeforeValidator(_decode_base64_bytes),
PlainSerializer(_encode_base64_bytes, return_type=str),
]
"""bytes that serialize to/from base64 strings in JSON.
Needed because TaggedModel's wrap validator converts JSON→Python validation
context, which breaks strict-mode bytes deserialization from JSON strings.
"""
class EventId(Id):
"""
Newtype around `ID`
@@ -163,25 +139,6 @@ class TracesMerged(BaseEvent):
traces: list[TraceEventData]
@final
class JacclSideChannelData(BaseEvent):
"""A runner's local contribution to a JACCL SideChannel all_gather round."""
instance_id: InstanceId
runner_id: RunnerId
sequence: int
data: Base64Bytes
@final
class JacclSideChannelGathered(BaseEvent):
"""Gathered result of a JACCL SideChannel all_gather round."""
instance_id: InstanceId
sequence: int
gathered_data: Mapping[RunnerId, Base64Bytes]
Event = (
TestEvent
| TaskCreated
@@ -203,8 +160,6 @@ Event = (
| TopologyEdgeDeleted
| TracesCollected
| TracesMerged
| JacclSideChannelData
| JacclSideChannelGathered
)
@@ -215,10 +170,19 @@ class IndexedEvent(CamelCaseModel):
event: Event
class ForwarderEvent(CamelCaseModel):
class GlobalForwarderEvent(CamelCaseModel):
"""An event the forwarder will serialize and send over the network"""
origin_idx: int = Field(ge=0)
origin: NodeId
session: SessionId
event: Event
class LocalForwarderEvent(CamelCaseModel):
"""An event the forwarder will serialize and send over the network"""
origin_idx: int = Field(ge=0)
origin: SystemId
session: SessionId
event: Event

View File

@@ -643,11 +643,6 @@ def mlx_cleanup(
def mx_any(bool_: bool, group: Group | None) -> bool:
"""Synchronize a boolean across all distributed nodes.
Returns True if any node has bool_=True. Uses all_sum so every
node participates in the collective — preventing GPU deadlocks.
"""
if group is None:
return bool_
num_true = mx.distributed.all_sum(

View File

@@ -1,7 +1,6 @@
from collections import defaultdict
from datetime import datetime, timezone
from random import random
from typing import Iterator
import anyio
from anyio import CancelScope, create_task_group, fail_after
@@ -17,14 +16,14 @@ from exo.shared.types.commands import (
RequestEventLog,
StartDownload,
)
from exo.shared.types.common import CommandId, NodeId, SessionId
from exo.shared.types.common import CommandId, NodeId, SessionId, SystemId
from exo.shared.types.events import (
Event,
EventId,
ForwarderEvent,
GlobalForwarderEvent,
IndexedEvent,
InputChunkReceived,
JacclSideChannelGathered,
LocalForwarderEvent,
NodeGatheredInfo,
TaskCreated,
TaskStatusUpdated,
@@ -59,24 +58,22 @@ class Worker:
node_id: NodeId,
session_id: SessionId,
*,
global_event_receiver: Receiver[ForwarderEvent],
local_event_sender: Sender[ForwarderEvent],
global_event_receiver: Receiver[GlobalForwarderEvent],
local_event_sender: Sender[LocalForwarderEvent],
# This is for requesting updates. It doesn't need to be a general command sender right now,
# but I think it's the correct way to be thinking about commands
command_sender: Sender[ForwarderCommand],
download_command_sender: Sender[ForwarderDownloadCommand],
event_index_counter: Iterator[int],
):
self.node_id: NodeId = node_id
self.session_id: SessionId = session_id
self.global_event_receiver = global_event_receiver
self.local_event_sender = local_event_sender
self.event_index_counter = event_index_counter
self.command_sender = command_sender
self.download_command_sender = download_command_sender
self.event_buffer = OrderedBuffer[Event]()
self.out_for_delivery: dict[EventId, ForwarderEvent] = {}
self.out_for_delivery: dict[EventId, LocalForwarderEvent] = {}
self.state: State = State()
self.runners: dict[RunnerId, RunnerSupervisor] = {}
@@ -87,6 +84,8 @@ class Worker:
self._nack_base_seconds: float = 0.5
self._nack_cap_seconds: float = 10.0
self._system_id = SystemId()
self.event_sender, self.event_receiver = channel[Event]()
# Buffer for input image chunks (for image editing)
@@ -133,6 +132,8 @@ class Worker:
async def _event_applier(self):
with self.global_event_receiver as events:
async for f_event in events:
if f_event.session != self.session_id:
continue
if f_event.origin != self.session_id.master_node_id:
continue
self.event_buffer.ingest(f_event.origin_idx, f_event.event)
@@ -160,15 +161,6 @@ class Worker:
for idx, event in indexed_events:
self.state = apply(self.state, IndexedEvent(idx=idx, event=event))
# Dispatch JACCL gathered events to the relevant RunnerSupervisor
if isinstance(event, JacclSideChannelGathered):
for runner in self.runners.values():
if (
runner.bound_instance.instance.instance_id
== event.instance_id
):
runner.notify_gathered(event)
# Buffer input image chunks for image editing
if isinstance(event, InputChunkReceived):
cmd_id = event.command_id
@@ -222,7 +214,7 @@ class Worker:
await self.download_command_sender.send(
ForwarderDownloadCommand(
origin=self.node_id,
origin=self._system_id,
command=StartDownload(
target_node_id=self.node_id,
shard_metadata=shard,
@@ -327,7 +319,7 @@ class Worker:
)
await self.command_sender.send(
ForwarderCommand(
origin=self.node_id,
origin=self._system_id,
command=RequestEventLog(since_idx=since_idx),
)
)
@@ -354,15 +346,16 @@ class Worker:
return runner
async def _forward_events(self) -> None:
idx = 0
with self.event_receiver as events:
async for event in events:
idx = next(self.event_index_counter)
fe = ForwarderEvent(
fe = LocalForwarderEvent(
origin_idx=idx,
origin=self.node_id,
origin=self._system_id,
session=self.session_id,
event=event,
)
idx += 1
logger.debug(f"Worker published event {idx}: {str(event)[:100]}")
await self.local_event_sender.send(fe)
self.out_for_delivery[event.event_id] = fe

View File

@@ -17,7 +17,6 @@ def entrypoint(
task_receiver: MpReceiver[Task],
cancel_receiver: MpReceiver[TaskId],
_logger: "loguru.Logger",
pipe_fifo_paths: tuple[str, str] | None = None,
) -> None:
fast_synch_override = os.environ.get("EXO_FAST_SYNCH")
if fast_synch_override == "on" or (
@@ -31,16 +30,6 @@ def entrypoint(
else:
os.environ["MLX_METAL_FAST_SYNCH"] = "0"
# Open JACCL FIFOs by path and set env vars for C++ SideChannel.
# Named pipes (FIFOs) work across multiprocessing spawn (macOS default).
if pipe_fifo_paths is not None:
fifo_c2p, fifo_p2c = pipe_fifo_paths
# C++ reads gathered data from p2c (PIPE_IN), writes local data to c2p (PIPE_OUT)
pipe_in_fd = os.open(fifo_p2c, os.O_RDONLY)
pipe_out_fd = os.open(fifo_c2p, os.O_WRONLY)
os.environ["MLX_JACCL_PIPE_IN"] = str(pipe_in_fd)
os.environ["MLX_JACCL_PIPE_OUT"] = str(pipe_out_fd)
global logger
logger = _logger

View File

@@ -1,10 +1,6 @@
import contextlib
import os
import signal
import struct
import tempfile
from dataclasses import dataclass, field
from functools import partial
from multiprocessing import Process
from typing import Self
@@ -18,14 +14,12 @@ from loguru import logger
from exo.shared.types.events import (
Event,
JacclSideChannelData,
JacclSideChannelGathered,
RunnerStatusUpdated,
TaskAcknowledged,
TaskStatusUpdated,
)
from exo.shared.types.tasks import Task, TaskId, TaskStatus
from exo.shared.types.worker.instances import BoundInstance, MlxJacclInstance
from exo.shared.types.worker.instances import BoundInstance
from exo.shared.types.worker.runners import (
RunnerConnecting,
RunnerFailed,
@@ -40,26 +34,6 @@ from exo.shared.types.worker.shards import ShardMetadata
from exo.utils.channels import MpReceiver, MpSender, Sender, mp_channel
from exo.worker.runner.bootstrap import entrypoint
def _pipe_read_exact(fd: int, n: int) -> bytes | None:
"""Read exactly n bytes from a file descriptor. Returns None on EOF."""
data = b""
while len(data) < n:
chunk = os.read(fd, n - len(data))
if not chunk:
return None
data += chunk
return data
def _pipe_write_all(fd: int, data: bytes) -> None:
"""Write all bytes to a file descriptor."""
view = memoryview(data)
while view:
written = os.write(fd, view)
view = view[written:]
PREFILL_TIMEOUT_SECONDS = 60
DECODE_TIMEOUT_SECONDS = 5
@@ -74,19 +48,10 @@ class RunnerSupervisor:
_task_sender: MpSender[Task]
_event_sender: Sender[Event]
_cancel_sender: MpSender[TaskId]
_pipe_read_fd: int | None = None # Python reads runner's pipe output
_pipe_write_fd: int | None = None # Python writes gathered data to runner
_child_pipe_fds: tuple[int, int] | None = None # fds to close after fork
_fifo_dir: str | None = None # Temp dir for FIFO files (for cleanup)
_fifo_c2p: str | None = None # FIFO path: C++ writes → Python reads
_fifo_p2c: str | None = None # FIFO path: Python writes → C++ reads
status: RunnerStatus = field(default_factory=RunnerIdle, init=False)
pending: dict[TaskId, anyio.Event] = field(default_factory=dict, init=False)
completed: set[TaskId] = field(default_factory=set, init=False)
cancelled: set[TaskId] = field(default_factory=set, init=False)
_gathered_waiters: dict[
int, tuple[anyio.Event, JacclSideChannelGathered | None]
] = field(default_factory=dict, init=False)
@classmethod
def create(
@@ -100,23 +65,6 @@ class RunnerSupervisor:
task_sender, task_recv = mp_channel[Task]()
cancel_sender, cancel_recv = mp_channel[TaskId]()
# For MlxJaccl instances, create named pipes (FIFOs) for SideChannel relay.
# Named pipes work across multiprocessing.Process spawn (macOS default).
# FIFO c2p: C++ writes local data → Python reads it
# FIFO p2c: Python writes gathered data → C++ reads it
fifo_dir: str | None = None
fifo_c2p: str | None = None
fifo_p2c: str | None = None
pipe_fifo_paths: tuple[str, str] | None = None
if isinstance(bound_instance.instance, MlxJacclInstance):
fifo_dir = tempfile.mkdtemp(prefix="exo_jaccl_")
fifo_c2p = os.path.join(fifo_dir, "c2p") # C++ → Python
fifo_p2c = os.path.join(fifo_dir, "p2c") # Python → C++
os.mkfifo(fifo_c2p)
os.mkfifo(fifo_p2c)
pipe_fifo_paths = (fifo_c2p, fifo_p2c)
runner_process = Process(
target=entrypoint,
args=(
@@ -125,7 +73,6 @@ class RunnerSupervisor:
task_recv,
cancel_recv,
logger,
pipe_fifo_paths,
),
daemon=True,
)
@@ -141,58 +88,22 @@ class RunnerSupervisor:
_task_sender=task_sender,
_cancel_sender=cancel_sender,
_event_sender=event_sender,
_fifo_dir=fifo_dir,
_fifo_c2p=fifo_c2p,
_fifo_p2c=fifo_p2c,
)
return self
async def run(self):
self.runner_process.start()
if self._fifo_c2p is not None and self._fifo_p2c is not None:
# Open FIFOs from parent side. These block until child opens the other end,
# so we run them in threads concurrently to avoid deadlock.
fifo_c2p = self._fifo_c2p
fifo_p2c = self._fifo_p2c
async def open_read() -> None:
self._pipe_read_fd = await to_thread.run_sync(
partial(os.open, fifo_c2p, os.O_RDONLY)
)
async def open_write() -> None:
self._pipe_write_fd = await to_thread.run_sync(
partial(os.open, fifo_p2c, os.O_WRONLY)
)
async with anyio.create_task_group() as open_tg:
open_tg.start_soon(open_read)
open_tg.start_soon(open_write)
logger.info(
f"JACCL pipe relay: FIFOs opened (read_fd={self._pipe_read_fd}, write_fd={self._pipe_write_fd})"
)
async with anyio.create_task_group() as tg:
tg.start_soon(self._pipe_relay)
tg.start_soon(self._forward_events)
else:
await self._forward_events()
await self._forward_events()
def shutdown(self):
logger.info("Runner supervisor shutting down")
self._ev_recv.close()
self._task_sender.close()
try:
self._cancel_sender.send(TaskId("CANCEL_CURRENT_TASK"))
self._cancel_sender.close()
except ClosedResourceError:
pass
self._event_sender.close()
self._close_pipe_fds()
self.runner_process.join(1)
self._cancel_sender.send(TaskId("CANCEL_CURRENT_TASK"))
self._cancel_sender.close()
self.runner_process.join(5)
if not self.runner_process.is_alive():
logger.info("Runner process succesfully terminated")
return
@@ -229,7 +140,6 @@ class RunnerSupervisor:
await event.wait()
async def cancel_task(self, task_id: TaskId):
"""Send a cancellation signal to the runner process."""
if task_id in self.completed:
logger.info(f"Unable to cancel {task_id} as it has been completed")
return
@@ -271,110 +181,6 @@ class RunnerSupervisor:
for tid in self.pending:
self.pending[tid].set()
def _close_pipe_fds(self) -> None:
if self._pipe_read_fd is not None:
with contextlib.suppress(OSError):
os.close(self._pipe_read_fd)
self._pipe_read_fd = None
if self._pipe_write_fd is not None:
with contextlib.suppress(OSError):
os.close(self._pipe_write_fd)
self._pipe_write_fd = None
if self._child_pipe_fds is not None:
for fd in self._child_pipe_fds:
with contextlib.suppress(OSError):
os.close(fd)
self._child_pipe_fds = None
# Clean up FIFO files
if self._fifo_c2p is not None:
with contextlib.suppress(OSError):
os.unlink(self._fifo_c2p)
self._fifo_c2p = None
if self._fifo_p2c is not None:
with contextlib.suppress(OSError):
os.unlink(self._fifo_p2c)
self._fifo_p2c = None
if self._fifo_dir is not None:
with contextlib.suppress(OSError):
os.rmdir(self._fifo_dir)
self._fifo_dir = None
async def _pipe_relay(self) -> None:
"""Relay JACCL SideChannel all_gather rounds between runner pipes and exo events."""
assert self._pipe_read_fd is not None
assert self._pipe_write_fd is not None
read_fd = self._pipe_read_fd
write_fd = self._pipe_write_fd
sequence = 0
try:
while True:
# 1. Read local data from runner: [uint32 size][size bytes]
header = await to_thread.run_sync(partial(_pipe_read_exact, read_fd, 4))
if header is None:
logger.info("JACCL pipe relay: runner closed pipe (EOF)")
break
data_size: int = struct.unpack("<I", header)[0] # pyright: ignore[reportAny]
local_data = await to_thread.run_sync(
partial(_pipe_read_exact, read_fd, data_size)
)
if local_data is None:
logger.warning("JACCL pipe relay: EOF reading data payload")
break
logger.info(
f"JACCL pipe relay: read {data_size} bytes from runner, seq={sequence}"
)
# 2. Emit JacclSideChannelData event
waiter = anyio.Event()
self._gathered_waiters[sequence] = (waiter, None)
await self._event_sender.send(
JacclSideChannelData(
instance_id=self.bound_instance.instance.instance_id,
runner_id=self.bound_instance.bound_runner_id,
sequence=sequence,
data=local_data,
)
)
# 3. Wait for gathered result
await waiter.wait()
_, gathered_event = self._gathered_waiters.pop(sequence)
assert gathered_event is not None
# 4. Order gathered data by runner rank and concatenate
instance = self.bound_instance.instance
assert isinstance(instance, MlxJacclInstance)
runner_order = list(instance.shard_assignments.runner_to_shard.keys())
ordered_data = b"".join(
gathered_event.gathered_data[rid] for rid in runner_order
)
# 5. Write gathered data to runner: [uint32 total_size][total_size bytes]
total_size = len(ordered_data)
response = struct.pack("<I", total_size) + ordered_data
await to_thread.run_sync(partial(_pipe_write_all, write_fd, response))
logger.info(
f"JACCL pipe relay: wrote {total_size} bytes to runner, seq={sequence}"
)
sequence += 1
except OSError as e:
logger.warning(f"JACCL pipe relay: OS error: {e}")
except Exception as e:
logger.opt(exception=e).error("JACCL pipe relay: unexpected error")
def notify_gathered(self, event: JacclSideChannelGathered) -> None:
"""Called by the worker when a JacclSideChannelGathered event arrives."""
seq = event.sequence
if seq not in self._gathered_waiters:
logger.warning(f"JACCL: received gathered event for unknown sequence {seq}")
return
waiter, _ = self._gathered_waiters[seq]
self._gathered_waiters[seq] = (waiter, event)
waiter.set()
def __del__(self) -> None:
if self.runner_process.is_alive():
logger.warning("RunnerSupervisor was not stopped cleanly.")