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Author SHA1 Message Date
Evan
1f28b22bf7 aaa 2026-01-16 14:20:34 +00:00
28 changed files with 355 additions and 1409 deletions

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@@ -1,16 +1,5 @@
name: Build EXO macOS DMG
# Release workflow:
# 1. Create a draft GitHub Release with the tag name (e.g. v1.0.0) and write release notes in markdown
# 2. Push the tag: git tag v1.0.0 && git push origin v1.0.0
# 3. This workflow builds, signs, and notarizes the DMG
# 4. Release notes are embedded in appcast.xml for Sparkle (rendered as markdown)
# 5. DMG and appcast.xml are uploaded to S3
# 6. The draft GitHub Release is published with the DMG attached
#
# For alpha releases (e.g. v1.0.0-alpha.1): draft release and notes are optional.
# If no draft exists, a release is auto-created with generated notes.
on:
workflow_dispatch:
push:
@@ -22,10 +11,8 @@ on:
jobs:
build-macos-app:
runs-on: "macos-26"
permissions:
contents: write
env:
SPARKLE_VERSION: 2.9.0-beta.1
SPARKLE_VERSION: 2.8.1
SPARKLE_DOWNLOAD_PREFIX: ${{ secrets.SPARKLE_DOWNLOAD_PREFIX }}
SPARKLE_FEED_URL: ${{ secrets.SPARKLE_FEED_URL }}
SPARKLE_ED25519_PUBLIC: ${{ secrets.SPARKLE_ED25519_PUBLIC }}
@@ -100,52 +87,6 @@ jobs:
exit 1
fi
- name: Fetch and validate release notes
if: github.ref_type == 'tag'
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
# Find draft release by name using gh release list (more reliable with default token)
echo "Looking for draft release named '$GITHUB_REF_NAME'..."
DRAFT_EXISTS=$(gh release list --json name,isDraft --jq ".[] | select(.isDraft == true) | select(.name == \"$GITHUB_REF_NAME\") | .name" 2>/dev/null || echo "")
if [[ -z "$DRAFT_EXISTS" ]]; then
if [[ "$IS_ALPHA" == "true" ]]; then
echo "No draft release found for alpha tag $GITHUB_REF_NAME (optional for alphas)"
echo "HAS_RELEASE_NOTES=false" >> $GITHUB_ENV
exit 0
fi
echo "ERROR: No draft release found for tag $GITHUB_REF_NAME"
echo "Please create a draft release with release notes before pushing the tag."
exit 1
fi
# Fetch full release details via API to get body and ID
echo "Found draft release, fetching details..."
RELEASE_JSON=$(gh api repos/${{ github.repository }}/releases --jq ".[] | select(.draft == true) | select(.name == \"$GITHUB_REF_NAME\")" 2>/dev/null || echo "")
# Extract release notes
NOTES=$(echo "$RELEASE_JSON" | jq -r '.body // ""')
if [[ -z "$NOTES" || "$NOTES" == "null" ]]; then
if [[ "$IS_ALPHA" == "true" ]]; then
echo "Draft release has no notes (optional for alphas)"
echo "HAS_RELEASE_NOTES=false" >> $GITHUB_ENV
exit 0
fi
echo "ERROR: Draft release exists but has no release notes"
echo "Please add release notes to the draft release before pushing the tag."
exit 1
fi
# Save release ID for later publishing
RELEASE_ID=$(echo "$RELEASE_JSON" | jq -r '.id')
echo "DRAFT_RELEASE_ID=$RELEASE_ID" >> $GITHUB_ENV
echo "HAS_RELEASE_NOTES=true" >> $GITHUB_ENV
echo "Found draft release (ID: $RELEASE_ID), saving release notes..."
echo "$NOTES" > /tmp/release_notes.md
echo "RELEASE_NOTES_FILE=/tmp/release_notes.md" >> $GITHUB_ENV
# ============================================================
# Install dependencies
# ============================================================
@@ -363,28 +304,6 @@ jobs:
$CHANNEL_FLAG \
.
- name: Inject release notes into appcast
if: github.ref_type == 'tag' && env.HAS_RELEASE_NOTES == 'true'
env:
RELEASE_VERSION: ${{ env.RELEASE_VERSION }}
run: |
# Inject markdown release notes with sparkle:format="markdown" (Sparkle 2.9+)
export NOTES=$(cat "$RELEASE_NOTES_FILE")
# Insert description after the enclosure tag for this version
awk '
/<enclosure[^>]*>/ && index($0, ENVIRON["RELEASE_VERSION"]) {
print
print " <description sparkle:format=\"markdown\"><![CDATA["
print ENVIRON["NOTES"]
print " ]]></description>"
next
}
{ print }
' output/appcast.xml > output/appcast.xml.tmp && mv output/appcast.xml.tmp output/appcast.xml
echo "Injected markdown release notes for version $RELEASE_VERSION"
# ============================================================
# Upload artifacts
# ============================================================
@@ -417,26 +336,3 @@ jobs:
aws s3 cp "$DMG_NAME" "s3://${SPARKLE_S3_BUCKET}/${PREFIX}EXO-latest.dmg"
aws s3 cp appcast.xml "s3://${SPARKLE_S3_BUCKET}/${PREFIX}appcast.xml" --content-type application/xml --cache-control no-cache
fi
- name: Publish GitHub Release
if: github.ref_type == 'tag'
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
DMG_PATH="output/EXO-${RELEASE_VERSION}.dmg"
if [[ "$HAS_RELEASE_NOTES" == "true" ]]; then
# Update the draft release with the tag and upload DMG
gh api --method PATCH "repos/${{ github.repository }}/releases/$DRAFT_RELEASE_ID" \
-f tag_name="$GITHUB_REF_NAME" \
-F draft=false
gh release upload "$GITHUB_REF_NAME" "$DMG_PATH" --clobber
echo "Published release $GITHUB_REF_NAME with DMG attached"
else
# Alpha without draft release - create one with auto-generated notes
gh release create "$GITHUB_REF_NAME" "$DMG_PATH" \
--title "$GITHUB_REF_NAME" \
--generate-notes \
--prerelease
echo "Created alpha release $GITHUB_REF_NAME with auto-generated notes"
fi

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@@ -585,7 +585,7 @@
repositoryURL = "https://github.com/sparkle-project/Sparkle.git";
requirement = {
kind = upToNextMajorVersion;
minimumVersion = 2.9.0-beta.1;
minimumVersion = 2.8.1;
};
};
/* End XCRemoteSwiftPackageReference section */

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@@ -6,8 +6,8 @@
"kind" : "remoteSourceControl",
"location" : "https://github.com/sparkle-project/Sparkle.git",
"state" : {
"revision" : "e641adb41915a8409895e2e30666aa64e487b637",
"version" : "2.9.0-beta.1"
"revision" : "5581748cef2bae787496fe6d61139aebe0a451f6",
"version" : "2.8.1"
}
}
],

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@@ -3,7 +3,6 @@
from __future__ import annotations
import argparse
import contextlib
import http.client
import json
import os
@@ -27,7 +26,7 @@ class ExoHttpError(RuntimeError):
class ExoClient:
def __init__(self, host: str, port: int, timeout_s: float = 600.0):
def __init__(self, host: str, port: int, timeout_s: float = 2400.0):
self.host = host
self.port = port
self.timeout_s = timeout_s
@@ -105,46 +104,22 @@ def runner_ready(runner: dict[str, Any]) -> bool:
return "RunnerReady" in runner
def runner_failed(runner: dict[str, Any]) -> bool:
return "RunnerFailed" in runner
def get_runner_failed_message(runner: dict[str, Any]) -> str | None:
if "RunnerFailed" in runner:
return runner["RunnerFailed"].get("errorMessage")
return None
def wait_for_instance_ready(
client: ExoClient, instance_id: str, timeout: float = 24000.0
) -> None:
start_time = time.time()
instance_existed = False
while time.time() - start_time < timeout:
state = client.request_json("GET", "/state")
instances = state.get("instances", {})
if instance_id not in instances:
if instance_existed:
# Instance was deleted after being created - likely due to runner failure
raise RuntimeError(
f"Instance {instance_id} was deleted (runner may have failed)"
)
time.sleep(0.1)
continue
instance_existed = True
instance = instances[instance_id]
runner_ids = runner_ids_from_instance(instance)
runners = state.get("runners", {})
# Check for failed runners first
for rid in runner_ids:
runner = runners.get(rid, {})
if runner_failed(runner):
error_msg = get_runner_failed_message(runner) or "Unknown error"
raise RuntimeError(f"Runner {rid} failed: {error_msg}")
if all(runner_ready(runners.get(rid, {})) for rid in runner_ids):
return
@@ -324,12 +299,6 @@ def main() -> int:
default=4,
help="Only consider placements using <= this many nodes.",
)
ap.add_argument(
"--min-nodes",
type=int,
default=1,
help="Only consider placements using >= this many nodes.",
)
ap.add_argument(
"--instance-meta", choices=["ring", "jaccl", "both"], default="both"
)
@@ -351,7 +320,7 @@ def main() -> int:
help="Warmup runs per placement (uses first pp/tg).",
)
ap.add_argument(
"--timeout", type=float, default=600.0, help="HTTP timeout (seconds)."
"--timeout", type=float, default=2400.0, help="HTTP timeout (seconds)."
)
ap.add_argument(
"--json-out",
@@ -430,7 +399,7 @@ def main() -> int:
):
continue
if args.min_nodes <= n <= args.max_nodes:
if 0 < n <= args.max_nodes:
selected.append(p)
if not selected:
@@ -472,13 +441,7 @@ def main() -> int:
)
client.request_json("POST", "/instance", body={"instance": instance})
try:
wait_for_instance_ready(client, instance_id)
except (RuntimeError, TimeoutError) as e:
logger.error(f"Failed to initialize placement: {e}")
with contextlib.suppress(ExoHttpError):
client.request_json("DELETE", f"/instance/{instance_id}")
continue
wait_for_instance_ready(client, instance_id)
time.sleep(1)

View File

@@ -71,36 +71,35 @@ export interface Instance {
};
}
// Split state interfaces
interface RawNodeIdentity {
modelId: string;
chipId: string;
friendlyName: string;
}
interface RawNodeMemory {
ramTotal: { inBytes: number };
ramAvailable: { inBytes: number };
swapTotal: { inBytes: number };
swapAvailable: { inBytes: number };
}
interface RawNodeSystem {
gpuUsage?: number;
temp?: number;
sysPower?: number;
pcpuUsage?: number;
ecpuUsage?: number;
anePower?: number;
}
interface RawNetworkInterface {
name: string;
ipAddress: string;
interface RawNodeProfile {
modelId?: string;
chipId?: string;
friendlyName?: string;
networkInterfaces?: Array<{
name?: string;
ipAddress?: string;
addresses?: Array<{ address?: string } | string>;
ipv4?: string;
ipv6?: string;
ipAddresses?: string[];
ips?: string[];
}>;
memory?: {
ramTotal?: { inBytes: number };
ramAvailable?: { inBytes: number };
swapTotal?: { inBytes: number };
swapAvailable?: { inBytes: number };
};
system?: {
gpuUsage?: number;
temp?: number;
sysPower?: number;
};
}
interface RawTopologyNode {
nodeId: string;
nodeProfile: RawNodeProfile;
}
interface RawTopologyConnection {
@@ -116,6 +115,8 @@ interface RawTopology {
connections?: RawTopologyConnection[];
}
type RawNodeProfiles = Record<string, RawNodeProfile>;
export interface DownloadProgress {
totalBytes: number;
downloadedBytes: number;
@@ -170,11 +171,7 @@ interface RawStateResponse {
>;
runners?: Record<string, unknown>;
downloads?: Record<string, unknown[]>;
// Split state fields
nodeIdentities?: Record<string, RawNodeIdentity>;
nodeMemories?: Record<string, RawNodeMemory>;
nodeSystems?: Record<string, RawNodeSystem>;
nodeNetworks?: Record<string, RawNetworkInterface[]>;
nodeProfiles?: RawNodeProfiles;
}
export interface MessageAttachment {
@@ -211,41 +208,66 @@ const STORAGE_KEY = "exo-conversations";
function transformTopology(
raw: RawTopology,
identities?: Record<string, RawNodeIdentity>,
memories?: Record<string, RawNodeMemory>,
systems?: Record<string, RawNodeSystem>,
networks?: Record<string, RawNetworkInterface[]>,
profiles?: RawNodeProfiles,
): TopologyData {
const nodes: Record<string, NodeInfo> = {};
const edges: TopologyEdge[] = [];
for (const node of raw.nodes || []) {
// Get split state fields (may be undefined if events haven't arrived yet)
const identity = identities?.[node.nodeId];
const memory = memories?.[node.nodeId];
const system = systems?.[node.nodeId];
const network = networks?.[node.nodeId];
const ramTotal = memory?.ramTotal?.inBytes ?? 0;
const ramAvailable = memory?.ramAvailable?.inBytes ?? 0;
const mergedProfile = profiles?.[node.nodeId];
const profile = { ...(node.nodeProfile ?? {}), ...(mergedProfile ?? {}) };
const ramTotal = profile?.memory?.ramTotal?.inBytes ?? 0;
const ramAvailable = profile?.memory?.ramAvailable?.inBytes ?? 0;
const ramUsage = Math.max(ramTotal - ramAvailable, 0);
const networkInterfaces = (network ?? []).map((iface) => ({
name: iface.name,
addresses: [iface.ipAddress],
}));
const networkInterfaces = (profile?.networkInterfaces || []).map(
(iface) => {
const addresses: string[] = [];
if (iface.ipAddress && typeof iface.ipAddress === "string") {
addresses.push(iface.ipAddress);
}
if (Array.isArray(iface.addresses)) {
for (const addr of iface.addresses) {
if (typeof addr === "string") addresses.push(addr);
else if (addr && typeof addr === "object" && addr.address)
addresses.push(addr.address);
}
}
if (Array.isArray(iface.ipAddresses)) {
addresses.push(
...iface.ipAddresses.filter(
(a): a is string => typeof a === "string",
),
);
}
if (Array.isArray(iface.ips)) {
addresses.push(
...iface.ips.filter((a): a is string => typeof a === "string"),
);
}
if (iface.ipv4 && typeof iface.ipv4 === "string")
addresses.push(iface.ipv4);
if (iface.ipv6 && typeof iface.ipv6 === "string")
addresses.push(iface.ipv6);
return {
name: iface.name,
addresses: Array.from(new Set(addresses)),
};
},
);
const ipToInterface: Record<string, string> = {};
for (const iface of networkInterfaces) {
for (const addr of iface.addresses) {
ipToInterface[addr] = iface.name;
for (const addr of iface.addresses || []) {
ipToInterface[addr] = iface.name ?? "";
}
}
nodes[node.nodeId] = {
system_info: {
model_id: identity?.modelId ?? "Unknown",
chip: identity?.chipId,
model_id: profile?.modelId ?? "Unknown",
chip: profile?.chipId,
memory: ramTotal,
},
network_interfaces: networkInterfaces,
@@ -256,15 +278,17 @@ function transformTopology(
ram_total: ramTotal,
},
temp:
system?.temp !== undefined
? { gpu_temp_avg: system.temp }
profile?.system?.temp !== undefined
? { gpu_temp_avg: profile.system.temp }
: undefined,
gpu_usage:
system?.gpuUsage !== undefined ? [0, system.gpuUsage] : undefined,
sys_power: system?.sysPower,
profile?.system?.gpuUsage !== undefined
? [0, profile.system.gpuUsage]
: undefined,
sys_power: profile?.system?.sysPower,
},
last_macmon_update: Date.now() / 1000,
friendly_name: identity?.friendlyName,
friendly_name: profile?.friendlyName,
};
}
@@ -844,13 +868,7 @@ class AppStore {
const data: RawStateResponse = await response.json();
if (data.topology) {
this.topologyData = transformTopology(
data.topology,
data.nodeIdentities,
data.nodeMemories,
data.nodeSystems,
data.nodeNetworks,
);
this.topologyData = transformTopology(data.topology, data.nodeProfiles);
}
if (data.instances) {
this.instances = data.instances;

View File

@@ -6,8 +6,6 @@ readme = "README.md"
requires-python = ">=3.13"
dependencies = [
"aiofiles>=24.1.0",
"aiohttp>=3.12.14",
"types-aiofiles>=24.1.0.20250708",
"pydantic>=2.11.7",
"fastapi>=0.116.1",
"filelock>=3.18.0",

View File

@@ -205,14 +205,6 @@ def main():
logger.info("Starting EXO")
logger.info(f"EXO_LIBP2P_NAMESPACE: {os.getenv('EXO_LIBP2P_NAMESPACE')}")
# Set FAST_SYNCH override env var for runner subprocesses
if args.fast_synch is True:
os.environ["EXO_FAST_SYNCH"] = "on"
logger.info("FAST_SYNCH forced ON")
elif args.fast_synch is False:
os.environ["EXO_FAST_SYNCH"] = "off"
logger.info("FAST_SYNCH forced OFF")
node = anyio.run(Node.create, args)
anyio.run(node.run)
logger.info("EXO Shutdown complete")
@@ -226,7 +218,6 @@ class Args(CamelCaseModel):
api_port: PositiveInt = 52415
tb_only: bool = False
no_worker: bool = False
fast_synch: bool | None = None # None = auto, True = force on, False = force off
@classmethod
def parse(cls) -> Self:
@@ -268,20 +259,6 @@ class Args(CamelCaseModel):
"--no-worker",
action="store_true",
)
fast_synch_group = parser.add_mutually_exclusive_group()
fast_synch_group.add_argument(
"--fast-synch",
action="store_true",
dest="fast_synch",
default=None,
help="Force MLX FAST_SYNCH on (for JACCL backend)",
)
fast_synch_group.add_argument(
"--no-fast-synch",
action="store_false",
dest="fast_synch",
help="Force MLX FAST_SYNCH off",
)
args = parser.parse_args()
return cls(**vars(args)) # pyright: ignore[reportAny] - We are intentionally validating here, we can't do it statically

View File

@@ -1,14 +1,13 @@
import time
from collections.abc import AsyncGenerator
from http import HTTPStatus
from typing import cast
import anyio
from anyio import BrokenResourceError, create_task_group
from anyio import create_task_group
from anyio.abc import TaskGroup
from fastapi import FastAPI, HTTPException, Request
from fastapi import FastAPI, HTTPException
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import JSONResponse, StreamingResponse
from fastapi.responses import StreamingResponse
from fastapi.staticfiles import StaticFiles
from hypercorn.asyncio import serve # pyright: ignore[reportUnknownVariableType]
from hypercorn.config import Config
@@ -30,8 +29,6 @@ from exo.shared.types.api import (
CreateInstanceParams,
CreateInstanceResponse,
DeleteInstanceResponse,
ErrorInfo,
ErrorResponse,
FinishReason,
GenerationStats,
ModelList,
@@ -52,12 +49,7 @@ from exo.shared.types.commands import (
TaskFinished,
)
from exo.shared.types.common import CommandId, NodeId, SessionId
from exo.shared.types.events import (
ChunkGenerated,
Event,
ForwarderEvent,
IndexedEvent,
)
from exo.shared.types.events import ChunkGenerated, Event, ForwarderEvent, IndexedEvent
from exo.shared.types.memory import Memory
from exo.shared.types.models import ModelId, ModelMetadata
from exo.shared.types.state import State
@@ -123,7 +115,6 @@ class API:
self.paused_ev: anyio.Event = anyio.Event()
self.app = FastAPI()
self._setup_exception_handlers()
self._setup_cors()
self._setup_routes()
@@ -154,20 +145,6 @@ class API:
self.paused_ev.set()
self.paused_ev = anyio.Event()
def _setup_exception_handlers(self) -> None:
@self.app.exception_handler(HTTPException)
async def http_exception_handler( # pyright: ignore[reportUnusedFunction]
_: Request, exc: HTTPException
) -> JSONResponse:
err = ErrorResponse(
error=ErrorInfo(
message=exc.detail,
type=HTTPStatus(exc.status_code).phrase,
code=exc.status_code,
)
)
return JSONResponse(err.model_dump(), status_code=exc.status_code)
def _setup_cors(self) -> None:
self.app.add_middleware(
CORSMiddleware,
@@ -429,18 +406,6 @@ class API:
"""Generate chat completion stream as JSON strings."""
async for chunk in self._chat_chunk_stream(command_id):
if chunk.finish_reason == "error":
error_response = ErrorResponse(
error=ErrorInfo(
message=chunk.error_message or "Internal server error",
type="InternalServerError",
code=500,
)
)
yield f"data: {error_response.model_dump_json()}\n\n"
yield "data: [DONE]\n\n"
return
chunk_response: ChatCompletionResponse = chunk_to_response(
chunk, command_id
)
@@ -461,12 +426,6 @@ class API:
finish_reason: FinishReason | None = None
async for chunk in self._chat_chunk_stream(command_id):
if chunk.finish_reason == "error":
raise HTTPException(
status_code=500,
detail=chunk.error_message or "Internal server error",
)
if model is None:
model = chunk.model
@@ -504,12 +463,6 @@ class API:
stats: GenerationStats | None = None
async for chunk in self._chat_chunk_stream(command_id):
if chunk.finish_reason == "error":
raise HTTPException(
status_code=500,
detail=chunk.error_message or "Internal server error",
)
if model is None:
model = chunk.model
@@ -599,8 +552,9 @@ class API:
"""Calculate total available memory across all nodes in bytes."""
total_available = Memory()
for memory in self.state.node_memories.values():
total_available += memory.ram_available
for node in self.state.topology.list_nodes():
if node.node_profile is not None:
total_available += node.node_profile.memory.ram_available
return total_available
@@ -653,14 +607,14 @@ class API:
for idx, event in self.event_buffer.drain_indexed():
self._event_log.append(event)
self.state = apply(self.state, IndexedEvent(event=event, idx=idx))
if isinstance(event, ChunkGenerated):
if (
isinstance(event, ChunkGenerated)
and event.command_id in self._chat_completion_queues
):
assert isinstance(event.chunk, TokenChunk)
queue = self._chat_completion_queues.get(event.command_id)
if queue is not None:
try:
await queue.send(event.chunk)
except BrokenResourceError:
self._chat_completion_queues.pop(event.command_id, None)
await self._chat_completion_queues[event.command_id].send(
event.chunk
)
async def _pause_on_new_election(self):
with self.election_receiver as ems:

View File

@@ -113,7 +113,6 @@ def place_instance(
node.node_profile.memory.ram_available
for node in cycle
if node.node_profile is not None
and node.node_profile.memory is not None
),
start=Memory(),
),

View File

@@ -25,10 +25,7 @@ class NodeWithProfile(BaseModel):
def narrow_all_nodes(nodes: list[NodeInfo]) -> TypeGuard[list[NodeWithProfile]]:
return all(
node.node_profile is not None and node.node_profile.memory is not None
for node in nodes
)
return all(node.node_profile is not None for node in nodes)
def filter_cycles_by_memory(
@@ -39,14 +36,8 @@ def filter_cycles_by_memory(
if not narrow_all_nodes(cycle):
continue
# narrow_all_nodes guarantees memory is not None
total_mem = sum(
(
node.node_profile.memory.ram_available
for node in cycle
if node.node_profile.memory is not None
),
start=Memory(),
(node.node_profile.memory.ram_available for node in cycle), start=Memory()
)
if total_mem >= required_memory:
filtered_cycles.append(cast(list[NodeInfo], cycle))
@@ -62,13 +53,8 @@ def get_shard_assignments_for_pipeline_parallel(
model_meta: ModelMetadata,
selected_cycle: list[NodeWithProfile],
):
# NodeWithProfile guarantees memory is not None
cycle_memory = sum(
(
node.node_profile.memory.ram_available
for node in selected_cycle
if node.node_profile.memory is not None
),
(node.node_profile.memory.ram_available for node in selected_cycle),
start=Memory(),
)
total_layers = model_meta.n_layers
@@ -81,8 +67,6 @@ def get_shard_assignments_for_pipeline_parallel(
if i == len(selected_cycle) - 1:
node_layers = total_layers - layers_assigned
else:
# NodeWithProfile guarantees memory is not None
assert node.node_profile.memory is not None
node_layers = round(
total_layers
* (

View File

@@ -1,107 +0,0 @@
# pyright: reportUnusedFunction=false, reportAny=false
from typing import Any, get_args
from fastapi import FastAPI, HTTPException
from fastapi.testclient import TestClient
from exo.shared.types.api import ErrorInfo, ErrorResponse, FinishReason
from exo.shared.types.chunks import TokenChunk
from exo.worker.tests.constants import MODEL_A_ID
def test_http_exception_handler_formats_openai_style() -> None:
"""Test that HTTPException is converted to OpenAI-style error format."""
from exo.master.api import API
app = FastAPI()
# Setup exception handler
api = object.__new__(API)
api.app = app
api._setup_exception_handlers() # pyright: ignore[reportPrivateUsage]
# Add test routes that raise HTTPException
@app.get("/test-error")
async def _test_error() -> None:
raise HTTPException(status_code=500, detail="Test error message")
@app.get("/test-not-found")
async def _test_not_found() -> None:
raise HTTPException(status_code=404, detail="Resource not found")
client = TestClient(app)
# Test 500 error
response = client.get("/test-error")
assert response.status_code == 500
data: dict[str, Any] = response.json()
assert "error" in data
assert data["error"]["message"] == "Test error message"
assert data["error"]["type"] == "Internal Server Error"
assert data["error"]["code"] == 500
# Test 404 error
response = client.get("/test-not-found")
assert response.status_code == 404
data = response.json()
assert "error" in data
assert data["error"]["message"] == "Resource not found"
assert data["error"]["type"] == "Not Found"
assert data["error"]["code"] == 404
def test_finish_reason_includes_error() -> None:
valid_reasons = get_args(FinishReason)
assert "error" in valid_reasons
def test_token_chunk_with_error_fields() -> None:
chunk = TokenChunk(
idx=0,
model=MODEL_A_ID,
text="",
token_id=0,
finish_reason="error",
error_message="Something went wrong",
)
assert chunk.finish_reason == "error"
assert chunk.error_message == "Something went wrong"
def test_token_chunk_without_error() -> None:
chunk = TokenChunk(
idx=1,
model=MODEL_A_ID,
text="Hello",
token_id=42,
finish_reason=None,
)
assert chunk.finish_reason is None
assert chunk.error_message is None
def test_error_response_construction() -> None:
error_response = ErrorResponse(
error=ErrorInfo(
message="Generation failed",
type="InternalServerError",
code=500,
)
)
assert error_response.error.message == "Generation failed"
assert error_response.error.code == 500
def test_normal_finish_reasons_still_work() -> None:
for reason in ["stop", "length", "tool_calls", "content_filter", "function_call"]:
chunk = TokenChunk(
idx=0,
model=MODEL_A_ID,
text="done",
token_id=100,
finish_reason=reason, # type: ignore[arg-type]
)
assert chunk.finish_reason == reason

View File

@@ -19,13 +19,16 @@ from exo.shared.types.events import (
ForwarderEvent,
IndexedEvent,
InstanceCreated,
NodeIdentityMeasured,
NodeMemoryMeasured,
NodePerformanceMeasured,
TaskCreated,
)
from exo.shared.types.memory import Memory
from exo.shared.types.models import ModelId, ModelMetadata
from exo.shared.types.profiling import MemoryPerformanceProfile
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NodePerformanceProfile,
SystemPerformanceProfile,
)
from exo.shared.types.tasks import ChatCompletion as ChatCompletionTask
from exo.shared.types.tasks import TaskStatus
from exo.shared.types.worker.instances import (
@@ -72,39 +75,29 @@ async def test_master():
tg.start_soon(master.run)
sender_node_id = NodeId(f"{keypair.to_peer_id().to_base58()}_sender")
# inject NodeIdentityMeasured and NodeMemoryMeasured events
logger.info("inject NodeIdentityMeasured event")
# inject a NodePerformanceProfile event
logger.info("inject a NodePerformanceProfile event")
await local_event_sender.send(
ForwarderEvent(
origin_idx=0,
origin=sender_node_id,
session=session_id,
event=(
NodeIdentityMeasured(
NodePerformanceMeasured(
when=str(datetime.now(tz=timezone.utc)),
node_id=node_id,
model_id="maccy",
chip_id="arm",
friendly_name="test",
)
),
)
)
logger.info("inject NodeMemoryMeasured event")
await local_event_sender.send(
ForwarderEvent(
origin_idx=1,
origin=sender_node_id,
session=session_id,
event=(
NodeMemoryMeasured(
when=str(datetime.now(tz=timezone.utc)),
node_id=node_id,
memory=MemoryPerformanceProfile(
ram_total=Memory.from_bytes(678948 * 1024),
ram_available=Memory.from_bytes(678948 * 1024),
swap_total=Memory.from_bytes(0),
swap_available=Memory.from_bytes(0),
node_profile=NodePerformanceProfile(
model_id="maccy",
chip_id="arm",
friendly_name="test",
memory=MemoryPerformanceProfile(
ram_total=Memory.from_bytes(678948 * 1024),
ram_available=Memory.from_bytes(678948 * 1024),
swap_total=Memory.from_bytes(0),
swap_available=Memory.from_bytes(0),
),
network_interfaces=[],
system=SystemPerformanceProfile(),
),
)
),
@@ -115,7 +108,7 @@ async def test_master():
logger.info("wait for initial topology event")
while len(list(master.state.topology.list_nodes())) == 0:
await anyio.sleep(0.001)
while len(master.state.node_identities) == 0:
while len(master.state.node_profiles) == 0:
await anyio.sleep(0.001)
logger.info("inject a CreateInstance Command")
@@ -162,19 +155,17 @@ async def test_master():
),
)
)
while len(_get_events()) < 4:
while len(_get_events()) < 3:
await anyio.sleep(0.01)
events = _get_events()
assert len(events) == 4
assert len(events) == 3
assert events[0].idx == 0
assert events[1].idx == 1
assert events[2].idx == 2
assert events[3].idx == 3
assert isinstance(events[0].event, NodeIdentityMeasured)
assert isinstance(events[1].event, NodeMemoryMeasured)
assert isinstance(events[2].event, InstanceCreated)
created_instance = events[2].event.instance
assert isinstance(events[0].event, NodePerformanceMeasured)
assert isinstance(events[1].event, InstanceCreated)
created_instance = events[1].event.instance
assert isinstance(created_instance, MlxRingInstance)
runner_id = list(created_instance.shard_assignments.runner_to_shard.keys())[0]
# Validate the shard assignments
@@ -206,10 +197,10 @@ async def test_master():
assert len(created_instance.hosts_by_node[node_id]) == 1
assert created_instance.hosts_by_node[node_id][0].ip == "0.0.0.0"
assert created_instance.ephemeral_port > 0
assert isinstance(events[3].event, TaskCreated)
assert events[3].event.task.task_status == TaskStatus.Pending
assert isinstance(events[3].event.task, ChatCompletionTask)
assert events[3].event.task.task_params == ChatCompletionTaskParams(
assert isinstance(events[2].event, TaskCreated)
assert events[2].event.task.task_status == TaskStatus.Pending
assert isinstance(events[2].event.task, ChatCompletionTask)
assert events[2].event.task.task_params == ChatCompletionTaskParams(
model="llama-3.2-1b",
messages=[
ChatCompletionMessage(role="user", content="Hello, how are you?")

View File

@@ -13,10 +13,8 @@ from exo.shared.types.events import (
InstanceDeleted,
NodeCreated,
NodeDownloadProgress,
NodeIdentityMeasured,
NodeMemoryMeasured,
NodeNetworkMeasured,
NodeSystemMeasured,
NodePerformanceMeasured,
NodeTimedOut,
RunnerDeleted,
RunnerStatusUpdated,
@@ -29,13 +27,7 @@ from exo.shared.types.events import (
TopologyEdgeCreated,
TopologyEdgeDeleted,
)
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NetworkInterfaceInfo,
NodeIdentity,
NodePerformanceProfile,
SystemPerformanceProfile,
)
from exo.shared.types.profiling import NodePerformanceProfile, SystemPerformanceProfile
from exo.shared.types.state import State
from exo.shared.types.tasks import Task, TaskId, TaskStatus
from exo.shared.types.topology import NodeInfo
@@ -59,12 +51,8 @@ def event_apply(event: Event, state: State) -> State:
return apply_topology_node_created(event, state)
case NodeTimedOut():
return apply_node_timed_out(event, state)
case NodeIdentityMeasured():
return apply_node_identity_measured(event, state)
case NodeSystemMeasured():
return apply_node_system_measured(event, state)
case NodeNetworkMeasured():
return apply_node_network_measured(event, state)
case NodePerformanceMeasured():
return apply_node_performance_measured(event, state)
case NodeDownloadProgress():
return apply_node_download_progress(event, state)
case NodeMemoryMeasured():
@@ -202,19 +190,8 @@ def apply_runner_deleted(event: RunnerDeleted, state: State) -> State:
def apply_node_timed_out(event: NodeTimedOut, state: State) -> State:
topology = copy.copy(state.topology)
state.topology.remove_node(event.node_id)
node_identities = {
key: value
for key, value in state.node_identities.items()
if key != event.node_id
}
node_memories = {
key: value for key, value in state.node_memories.items() if key != event.node_id
}
node_systems = {
key: value for key, value in state.node_systems.items() if key != event.node_id
}
node_networks = {
key: value for key, value in state.node_networks.items() if key != event.node_id
node_profiles = {
key: value for key, value in state.node_profiles.items() if key != event.node_id
}
last_seen = {
key: value for key, value in state.last_seen.items() if key != event.node_id
@@ -222,120 +199,32 @@ def apply_node_timed_out(event: NodeTimedOut, state: State) -> State:
return state.model_copy(
update={
"topology": topology,
"node_identities": node_identities,
"node_memories": node_memories,
"node_systems": node_systems,
"node_networks": node_networks,
"node_profiles": node_profiles,
"last_seen": last_seen,
}
)
def _reconstruct_profile(
node_id: NodeId,
state: State,
*,
identity: NodeIdentity | None = None,
memory: MemoryPerformanceProfile | None = None,
system: SystemPerformanceProfile | None = None,
network_interfaces: list[NetworkInterfaceInfo] | None = None,
) -> NodePerformanceProfile:
"""Reconstruct a NodePerformanceProfile from split state storage.
Uses provided overrides, falling back to state values.
"""
ident = identity or state.node_identities.get(node_id)
mem = memory or state.node_memories.get(node_id)
sys = system or state.node_systems.get(node_id)
nets = (
network_interfaces
if network_interfaces is not None
else state.node_networks.get(node_id, [])
)
return NodePerformanceProfile(
model_id=ident.model_id if ident else None,
chip_id=ident.chip_id if ident else None,
friendly_name=ident.friendly_name if ident else None,
memory=mem,
network_interfaces=nets,
system=sys,
)
def apply_node_identity_measured(event: NodeIdentityMeasured, state: State) -> State:
topology = copy.copy(state.topology)
identity = NodeIdentity(
model_id=event.model_id,
chip_id=event.chip_id,
friendly_name=event.friendly_name,
)
new_identities: Mapping[NodeId, NodeIdentity] = {
**state.node_identities,
event.node_id: identity,
def apply_node_performance_measured(
event: NodePerformanceMeasured, state: State
) -> State:
new_profiles: Mapping[NodeId, NodePerformanceProfile] = {
**state.node_profiles,
event.node_id: event.node_profile,
}
last_seen: Mapping[NodeId, datetime] = {
**state.last_seen,
event.node_id: datetime.fromisoformat(event.when),
}
if not topology.contains_node(event.node_id):
topology.add_node(NodeInfo(node_id=event.node_id))
reconstructed = _reconstruct_profile(event.node_id, state, identity=identity)
topology.update_node_profile(event.node_id, reconstructed)
return state.model_copy(
update={
"node_identities": new_identities,
"topology": topology,
"last_seen": last_seen,
}
)
def apply_node_system_measured(event: NodeSystemMeasured, state: State) -> State:
state = state.model_copy(update={"node_profiles": new_profiles})
topology = copy.copy(state.topology)
new_systems: Mapping[NodeId, SystemPerformanceProfile] = {
**state.node_systems,
event.node_id: event.system,
}
last_seen: Mapping[NodeId, datetime] = {
**state.last_seen,
event.node_id: datetime.fromisoformat(event.when),
}
# TODO: NodeCreated
if not topology.contains_node(event.node_id):
topology.add_node(NodeInfo(node_id=event.node_id))
reconstructed = _reconstruct_profile(event.node_id, state, system=event.system)
topology.update_node_profile(event.node_id, reconstructed)
topology.update_node_profile(event.node_id, event.node_profile)
return state.model_copy(
update={
"node_systems": new_systems,
"topology": topology,
"last_seen": last_seen,
}
)
def apply_node_network_measured(event: NodeNetworkMeasured, state: State) -> State:
topology = copy.copy(state.topology)
new_networks: Mapping[NodeId, list[NetworkInterfaceInfo]] = {
**state.node_networks,
event.node_id: event.network_interfaces,
}
last_seen: Mapping[NodeId, datetime] = {
**state.last_seen,
event.node_id: datetime.fromisoformat(event.when),
}
if not topology.contains_node(event.node_id):
topology.add_node(NodeInfo(node_id=event.node_id))
reconstructed = _reconstruct_profile(
event.node_id, state, network_interfaces=event.network_interfaces
)
topology.update_node_profile(event.node_id, reconstructed)
return state.model_copy(
update={
"node_networks": new_networks,
"node_profiles": new_profiles,
"topology": topology,
"last_seen": last_seen,
}
@@ -343,26 +232,57 @@ def apply_node_network_measured(event: NodeNetworkMeasured, state: State) -> Sta
def apply_node_memory_measured(event: NodeMemoryMeasured, state: State) -> State:
existing = state.node_profiles.get(event.node_id)
topology = copy.copy(state.topology)
new_memories: Mapping[NodeId, MemoryPerformanceProfile] = {
**state.node_memories,
event.node_id: event.memory,
}
last_seen: Mapping[NodeId, datetime] = {
**state.last_seen,
event.node_id: datetime.fromisoformat(event.when),
if existing is None:
created = NodePerformanceProfile(
model_id="unknown",
chip_id="unknown",
friendly_name="Unknown",
memory=event.memory,
network_interfaces=[],
system=SystemPerformanceProfile(
# TODO: flops_fp16=0.0,
gpu_usage=0.0,
temp=0.0,
sys_power=0.0,
pcpu_usage=0.0,
ecpu_usage=0.0,
ane_power=0.0,
),
)
created_profiles: Mapping[NodeId, NodePerformanceProfile] = {
**state.node_profiles,
event.node_id: created,
}
last_seen: Mapping[NodeId, datetime] = {
**state.last_seen,
event.node_id: datetime.fromisoformat(event.when),
}
if not topology.contains_node(event.node_id):
topology.add_node(NodeInfo(node_id=event.node_id))
# TODO: NodeCreated
topology.update_node_profile(event.node_id, created)
return state.model_copy(
update={
"node_profiles": created_profiles,
"topology": topology,
"last_seen": last_seen,
}
)
updated = existing.model_copy(update={"memory": event.memory})
updated_profiles: Mapping[NodeId, NodePerformanceProfile] = {
**state.node_profiles,
event.node_id: updated,
}
# TODO: NodeCreated
if not topology.contains_node(event.node_id):
topology.add_node(NodeInfo(node_id=event.node_id))
reconstructed = _reconstruct_profile(event.node_id, state, memory=event.memory)
topology.update_node_profile(event.node_id, reconstructed)
topology.update_node_profile(event.node_id, updated)
return state.model_copy(
update={
"node_memories": new_memories,
"topology": topology,
"last_seen": last_seen,
}
update={"node_profiles": updated_profiles, "topology": topology}
)

View File

@@ -11,21 +11,10 @@ from exo.shared.types.worker.instances import Instance, InstanceId, InstanceMeta
from exo.shared.types.worker.shards import Sharding
FinishReason = Literal[
"stop", "length", "tool_calls", "content_filter", "function_call", "error"
"stop", "length", "tool_calls", "content_filter", "function_call"
]
class ErrorInfo(BaseModel):
message: str
type: str
param: str | None = None
code: int
class ErrorResponse(BaseModel):
error: ErrorInfo
class ModelListModel(BaseModel):
id: str
object: str = "model"

View File

@@ -22,7 +22,6 @@ class TokenChunk(BaseChunk):
token_id: int
finish_reason: FinishReason | None = None
stats: GenerationStats | None = None
error_message: str | None = None
class ImageChunk(BaseChunk):

View File

@@ -2,14 +2,10 @@ from datetime import datetime
from pydantic import Field
from exo.shared.topology import Connection
from exo.shared.topology import Connection, NodePerformanceProfile
from exo.shared.types.chunks import GenerationChunk
from exo.shared.types.common import CommandId, Id, NodeId, SessionId
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NetworkInterfaceInfo,
SystemPerformanceProfile,
)
from exo.shared.types.profiling import MemoryPerformanceProfile
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
@@ -89,35 +85,13 @@ class NodeTimedOut(BaseEvent):
node_id: NodeId
class NodeIdentityMeasured(BaseEvent):
"""Static identity info - emitted once at startup."""
class NodePerformanceMeasured(BaseEvent):
node_id: NodeId
when: str # this is a manually cast datetime overrode by the master when the event is indexed, rather than the local time on the device
model_id: str
chip_id: str
friendly_name: str
class NodeSystemMeasured(BaseEvent):
"""Dynamic system metrics (GPU, temp, power) - emitted at 1s intervals."""
node_id: NodeId
when: str # this is a manually cast datetime overrode by the master when the event is indexed, rather than the local time on the device
system: SystemPerformanceProfile
class NodeNetworkMeasured(BaseEvent):
"""Semi-static network interface info - emitted at 30s intervals."""
node_id: NodeId
when: str # this is a manually cast datetime overrode by the master when the event is indexed, rather than the local time on the device
network_interfaces: list[NetworkInterfaceInfo]
node_profile: NodePerformanceProfile
class NodeMemoryMeasured(BaseEvent):
"""Dynamic memory metrics - emitted at 0.5s intervals."""
node_id: NodeId
when: str # this is a manually cast datetime overrode by the master when the event is indexed, rather than the local time on the device
memory: MemoryPerformanceProfile
@@ -153,9 +127,7 @@ Event = (
| RunnerDeleted
| NodeCreated
| NodeTimedOut
| NodeIdentityMeasured
| NodeSystemMeasured
| NodeNetworkMeasured
| NodePerformanceMeasured
| NodeMemoryMeasured
| NodeDownloadProgress
| ChunkGenerated

View File

@@ -52,21 +52,13 @@ class NetworkInterfaceInfo(CamelCaseModel):
ip_address: str
class NodeIdentity(CamelCaseModel):
"""Static identity info for a node."""
class NodePerformanceProfile(CamelCaseModel):
model_id: str
chip_id: str
friendly_name: str
class NodePerformanceProfile(CamelCaseModel):
model_id: str | None = None
chip_id: str | None = None
friendly_name: str | None = None
memory: MemoryPerformanceProfile | None = None
memory: MemoryPerformanceProfile
network_interfaces: list[NetworkInterfaceInfo] = []
system: SystemPerformanceProfile | None = None
system: SystemPerformanceProfile
class ConnectionProfile(CamelCaseModel):

View File

@@ -7,12 +7,7 @@ from pydantic.alias_generators import to_camel
from exo.shared.topology import Topology, TopologySnapshot
from exo.shared.types.common import NodeId
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NetworkInterfaceInfo,
NodeIdentity,
SystemPerformanceProfile,
)
from exo.shared.types.profiling import NodePerformanceProfile
from exo.shared.types.tasks import Task, TaskId
from exo.shared.types.worker.downloads import DownloadProgress
from exo.shared.types.worker.instances import Instance, InstanceId
@@ -40,10 +35,7 @@ class State(CamelCaseModel):
runners: Mapping[RunnerId, RunnerStatus] = {}
downloads: Mapping[NodeId, Sequence[DownloadProgress]] = {}
tasks: Mapping[TaskId, Task] = {}
node_identities: Mapping[NodeId, NodeIdentity] = {}
node_memories: Mapping[NodeId, MemoryPerformanceProfile] = {}
node_systems: Mapping[NodeId, SystemPerformanceProfile] = {}
node_networks: Mapping[NodeId, list[NetworkInterfaceInfo]] = {}
node_profiles: Mapping[NodeId, NodePerformanceProfile] = {}
last_seen: Mapping[NodeId, datetime] = {}
topology: Topology = Field(default_factory=Topology)
last_event_applied_idx: int = Field(default=-1, ge=-1)

View File

@@ -7,13 +7,13 @@ import time
import traceback
from datetime import timedelta
from pathlib import Path
from typing import Callable, Literal
from typing import Callable, Literal, cast
from urllib.parse import urljoin
import aiofiles
import aiofiles.os as aios
import aiohttp
import certifi
import httpx
from loguru import logger
from pydantic import (
BaseModel,
@@ -207,23 +207,22 @@ async def _fetch_file_list(
headers = await get_download_headers()
async with (
create_http_session(timeout_profile="short") as session,
session.get(url, headers=headers) as response,
):
if response.status == 200:
data_json = await response.text()
data = TypeAdapter(list[FileListEntry]).validate_json(data_json)
files: list[FileListEntry] = []
for item in data:
if item.type == "file":
files.append(FileListEntry.model_validate(item))
elif item.type == "directory" and recursive:
subfiles = await _fetch_file_list(
repo_id, revision, item.path, recursive
)
files.extend(subfiles)
return files
else:
raise Exception(f"Failed to fetch file list: {response.status}")
response = await session.get(url, headers=headers)
if response.status_code != 200:
raise Exception(f"Failed to fetch file list: {response.status_code}")
data = TypeAdapter(list[FileListEntry]).validate_json(response.text)
files: list[FileListEntry] = []
for item in data:
if item.type == "file":
files.append(FileListEntry.model_validate(item))
elif item.type == "directory" and recursive:
subfiles = await _fetch_file_list(
repo_id, revision, item.path, recursive
)
files.extend(subfiles)
return files
async def get_download_headers() -> dict[str, str]:
@@ -231,31 +230,25 @@ async def get_download_headers() -> dict[str, str]:
def create_http_session(
auto_decompress: bool = False,
timeout_profile: Literal["short", "long"] = "long",
) -> aiohttp.ClientSession:
) -> httpx.AsyncClient:
if timeout_profile == "short":
total_timeout = 30
connect_timeout = 10
sock_read_timeout = 30
sock_connect_timeout = 10
read_timeout = 30
else:
total_timeout = 1800
connect_timeout = 60
sock_read_timeout = 1800
sock_connect_timeout = 60
read_timeout = 1800
ssl_context = ssl.create_default_context(cafile=certifi.where())
connector = aiohttp.TCPConnector(ssl=ssl_context)
return aiohttp.ClientSession(
auto_decompress=auto_decompress,
connector=connector,
timeout=aiohttp.ClientTimeout(
total=total_timeout,
return httpx.AsyncClient(
verify=ssl_context,
timeout=httpx.Timeout(
connect=connect_timeout,
sock_read=sock_read_timeout,
sock_connect=sock_connect_timeout,
read=read_timeout,
write=total_timeout,
),
)
@@ -282,23 +275,25 @@ async def file_meta(
headers = await get_download_headers()
async with (
create_http_session(timeout_profile="short") as session,
session.head(url, headers=headers) as r,
):
if r.status == 307:
r = await session.head(url, headers=headers)
if r.status_code == 307:
# On redirect, only trust Hugging Face's x-linked-* headers.
x_linked_size = r.headers.get("x-linked-size")
x_linked_etag = r.headers.get("x-linked-etag")
x_linked_size = cast(str | None, r.headers.get("x-linked-size"))
x_linked_etag = cast(str | None, r.headers.get("x-linked-etag"))
if x_linked_size and x_linked_etag:
content_length = int(x_linked_size)
etag = trim_etag(x_linked_etag)
return content_length, etag
# Otherwise, follow the redirect to get authoritative size/hash
redirected_location = r.headers.get("location")
redirected_location = cast(str | None, r.headers.get("location"))
return await file_meta(repo_id, revision, path, redirected_location)
content_length = int(
r.headers.get("x-linked-size") or r.headers.get("content-length") or 0
content_length = cast(
str | None,
r.headers.get("x-linked-size") or r.headers.get("content-length"),
)
etag = r.headers.get("x-linked-etag") or r.headers.get("etag")
content_length = 0 if content_length is None else int(content_length)
etag = cast(str | None, r.headers.get("x-linked-etag") or r.headers.get("etag"))
assert content_length > 0, f"No content length for {url}"
assert etag is not None, f"No remote hash for {url}"
etag = trim_etag(etag)
@@ -357,17 +352,17 @@ async def _download_file(
n_read = resume_byte_pos or 0
async with (
create_http_session(timeout_profile="long") as session,
session.get(url, headers=headers) as r,
):
if r.status == 404:
r = await session.get(url, headers=headers)
if r.status_code == 404:
raise FileNotFoundError(f"File not found: {url}")
assert r.status in [200, 206], (
f"Failed to download {path} from {url}: {r.status}"
assert r.status_code in [200, 206], (
f"Failed to download {path} from {url}: {r.status_code}"
)
async with aiofiles.open(
partial_path, "ab" if resume_byte_pos else "wb"
) as f:
while chunk := await r.content.read(8 * 1024 * 1024):
async for chunk in r.aiter_bytes(8 * 1024 * 1024):
n_read = n_read + (await f.write(chunk))
on_progress(n_read, length, False)

View File

@@ -2,9 +2,7 @@ import json
import os
import resource
import sys
import threading
import time
from collections.abc import Callable
from pathlib import Path
from typing import Any, cast
@@ -84,45 +82,6 @@ def get_weights_size(model_shard_meta: ShardMetadata) -> Memory:
)
class ModelLoadingTimeoutError(Exception):
pass
TimeoutCallback = Callable[[], None]
def eval_with_timeout(
mlx_item: Any, # pyright: ignore[reportAny]
timeout_seconds: float = 60.0,
on_timeout: TimeoutCallback | None = None,
) -> None:
"""Evaluate MLX item with a hard timeout.
If on_timeout callback is provided, it will be called before terminating
the process. This allows the runner to send a failure event before exit.
"""
completed = threading.Event()
def watchdog() -> None:
if not completed.wait(timeout=timeout_seconds):
logger.error(
f"mlx_item evaluation timed out after {timeout_seconds:.0f}s. "
"This may indicate an issue with FAST_SYNCH and tensor parallel sharding. "
"Terminating process."
)
if on_timeout is not None:
on_timeout()
os._exit(1)
watchdog_thread = threading.Thread(target=watchdog, daemon=True)
watchdog_thread.start()
try:
mx.eval(mlx_item) # pyright: ignore[reportAny]
finally:
completed.set()
def mx_barrier(group: Group | None = None):
mx.eval(
mx.distributed.all_sum(
@@ -229,9 +188,7 @@ def initialize_mlx(
def load_mlx_items(
bound_instance: BoundInstance,
group: Group | None,
on_timeout: TimeoutCallback | None = None,
bound_instance: BoundInstance, group: Group | None
) -> tuple[Model, TokenizerWrapper]:
if group is None:
logger.info(f"Single device used for {bound_instance.instance}")
@@ -245,9 +202,7 @@ def load_mlx_items(
else:
logger.info("Starting distributed init")
start_time = time.perf_counter()
model, tokenizer = shard_and_load(
bound_instance.bound_shard, group=group, on_timeout=on_timeout
)
model, tokenizer = shard_and_load(bound_instance.bound_shard, group=group)
end_time = time.perf_counter()
logger.info(
f"Time taken to shard and load model: {(end_time - start_time):.2f}s"
@@ -261,7 +216,6 @@ def load_mlx_items(
def shard_and_load(
shard_metadata: ShardMetadata,
group: Group,
on_timeout: TimeoutCallback | None = None,
) -> tuple[nn.Module, TokenizerWrapper]:
model_path = build_model_path(shard_metadata.model_meta.model_id)
@@ -298,15 +252,7 @@ def shard_and_load(
logger.info(f"loading model from {model_path} with pipeline parallelism")
model = pipeline_auto_parallel(model, group, shard_metadata)
# Estimate timeout based on model size
base_timeout = float(os.environ.get("EXO_MODEL_LOAD_TIMEOUT", "60"))
model_size_gb = get_weights_size(shard_metadata).in_bytes / (1024**3)
timeout_seconds = base_timeout + model_size_gb / 5
logger.info(
f"Evaluating model parameters with timeout of {timeout_seconds:.0f}s "
f"(model size: {model_size_gb:.1f}GB)"
)
eval_with_timeout(model.parameters(), timeout_seconds, on_timeout)
mx.eval(model.parameters())
# TODO: Do we need this?
mx.eval(model)

View File

@@ -16,10 +16,8 @@ from exo.shared.types.events import (
ForwarderEvent,
IndexedEvent,
NodeDownloadProgress,
NodeIdentityMeasured,
NodeMemoryMeasured,
NodeNetworkMeasured,
NodeSystemMeasured,
NodePerformanceMeasured,
TaskCreated,
TaskStatusUpdated,
TopologyEdgeCreated,
@@ -27,11 +25,7 @@ from exo.shared.types.events import (
)
from exo.shared.types.models import ModelId
from exo.shared.types.multiaddr import Multiaddr
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NetworkInterfaceInfo,
SystemPerformanceProfile,
)
from exo.shared.types.profiling import MemoryPerformanceProfile, NodePerformanceProfile
from exo.shared.types.state import State
from exo.shared.types.tasks import (
CreateRunner,
@@ -57,13 +51,7 @@ from exo.worker.download.download_utils import (
from exo.worker.download.shard_downloader import RepoDownloadProgress, ShardDownloader
from exo.worker.plan import plan
from exo.worker.runner.runner_supervisor import RunnerSupervisor
from exo.worker.utils import (
IdentityMetrics,
start_polling_identity_metrics,
start_polling_memory_metrics,
start_polling_network_metrics,
start_polling_system_metrics,
)
from exo.worker.utils import start_polling_memory_metrics, start_polling_node_metrics
from exo.worker.utils.net_profile import check_reachable
@@ -110,51 +98,37 @@ class Worker:
async def run(self):
logger.info("Starting Worker")
async def identity_callback(identity: IdentityMetrics) -> None:
# TODO: CLEANUP HEADER
async def resource_monitor_callback(
node_performance_profile: NodePerformanceProfile,
) -> None:
await self.event_sender.send(
NodeIdentityMeasured(
NodePerformanceMeasured(
node_id=self.node_id,
model_id=identity.model_id,
chip_id=identity.chip_id,
friendly_name=identity.friendly_name,
node_profile=node_performance_profile,
when=str(datetime.now(tz=timezone.utc)),
),
)
async def system_callback(system: SystemPerformanceProfile) -> None:
await self.event_sender.send(
NodeSystemMeasured(
node_id=self.node_id,
system=system,
when=str(datetime.now(tz=timezone.utc)),
),
)
async def network_callback(interfaces: list[NetworkInterfaceInfo]) -> None:
await self.event_sender.send(
NodeNetworkMeasured(
node_id=self.node_id,
network_interfaces=interfaces,
when=str(datetime.now(tz=timezone.utc)),
),
)
async def memory_callback(memory: MemoryPerformanceProfile) -> None:
async def memory_monitor_callback(
memory_profile: MemoryPerformanceProfile,
) -> None:
await self.event_sender.send(
NodeMemoryMeasured(
node_id=self.node_id,
memory=memory,
memory=memory_profile,
when=str(datetime.now(tz=timezone.utc)),
)
)
# END CLEANUP
async with create_task_group() as tg:
self._tg = tg
tg.start_soon(self.plan_step)
tg.start_soon(start_polling_identity_metrics, identity_callback)
tg.start_soon(start_polling_system_metrics, system_callback)
tg.start_soon(start_polling_network_metrics, network_callback)
tg.start_soon(start_polling_memory_metrics, memory_callback)
tg.start_soon(start_polling_node_metrics, resource_monitor_callback)
tg.start_soon(start_polling_memory_metrics, memory_monitor_callback)
tg.start_soon(self._emit_existing_download_progress)
tg.start_soon(self._connection_message_event_writer)
tg.start_soon(self._resend_out_for_delivery)

View File

@@ -17,23 +17,15 @@ def entrypoint(
task_receiver: MpReceiver[Task],
_logger: "loguru.Logger",
) -> None:
fast_synch_override = os.environ.get("EXO_FAST_SYNCH")
if fast_synch_override == "on" or (
fast_synch_override != "off"
and (
isinstance(bound_instance.instance, MlxJacclInstance)
and len(bound_instance.instance.ibv_devices) >= 2
)
if (
isinstance(bound_instance.instance, MlxJacclInstance)
and len(bound_instance.instance.ibv_devices) >= 2
):
os.environ["MLX_METAL_FAST_SYNCH"] = "1"
else:
os.environ["MLX_METAL_FAST_SYNCH"] = "0"
global logger
logger = _logger
logger.info(f"Fast synch flag: {os.environ['MLX_METAL_FAST_SYNCH']}")
# Import main after setting global logger - this lets us just import logger from this module
try:
from exo.worker.runner.runner import main

View File

@@ -1,8 +1,6 @@
import time
from collections.abc import Generator
from contextlib import contextmanager
from functools import cache
from typing import cast
import mlx.core as mx
from mlx_lm.models.gpt_oss import Model as GptOssModel
@@ -15,7 +13,6 @@ from openai_harmony import ( # pyright: ignore[reportMissingTypeStubs]
from exo.shared.types.api import ChatCompletionMessageText
from exo.shared.types.chunks import TokenChunk
from exo.shared.types.common import CommandId
from exo.shared.types.events import (
ChunkGenerated,
Event,
@@ -23,7 +20,6 @@ from exo.shared.types.events import (
TaskAcknowledged,
TaskStatusUpdated,
)
from exo.shared.types.models import ModelId
from exo.shared.types.tasks import (
ChatCompletion,
ConnectToGroup,
@@ -52,7 +48,6 @@ from exo.shared.types.worker.runners import (
RunnerWarmingUp,
)
from exo.utils.channels import MpReceiver, MpSender
from exo.worker.engines.mlx import Model
from exo.worker.engines.mlx.generator.generate import mlx_generate, warmup_inference
from exo.worker.engines.mlx.utils_mlx import (
initialize_mlx,
@@ -62,33 +57,6 @@ from exo.worker.engines.mlx.utils_mlx import (
from exo.worker.runner.bootstrap import logger
@contextmanager
def send_error_chunk_on_exception(
event_sender: MpSender[Event],
command_id: CommandId,
model_id: ModelId,
device_rank: int,
):
try:
yield
except Exception as e:
logger.error(e)
if device_rank == 0:
event_sender.send(
ChunkGenerated(
command_id=command_id,
chunk=TokenChunk(
idx=0,
model=model_id,
text="",
token_id=0,
finish_reason="error",
error_message=str(e),
),
)
)
def main(
bound_instance: BoundInstance,
event_sender: MpSender[Event],
@@ -150,20 +118,7 @@ def main(
)
)
def on_model_load_timeout() -> None:
event_sender.send(
RunnerStatusUpdated(
runner_id=runner_id,
runner_status=RunnerFailed(
error_message="Model loading timed out"
),
)
)
time.sleep(0.5)
model, tokenizer = load_mlx_items(
bound_instance, group, on_timeout=on_model_load_timeout
)
model, tokenizer = load_mlx_items(bound_instance, group)
current_status = RunnerLoaded()
logger.info("runner loaded")
@@ -180,7 +135,7 @@ def main(
logger.info(f"warming up inference for instance: {instance}")
toks = warmup_inference(
model=cast(Model, model),
model=model,
tokenizer=tokenizer,
# kv_prefix_cache=kv_prefix_cache, # supply for warmup-time prefix caching
)
@@ -193,6 +148,8 @@ def main(
case ChatCompletion(task_params=task_params, command_id=command_id) if (
isinstance(current_status, RunnerReady)
):
assert model
assert tokenizer
logger.info(f"received chat request: {str(task)[:500]}")
current_status = RunnerRunning()
logger.info("runner running")
@@ -201,47 +158,41 @@ def main(
runner_id=runner_id, runner_status=current_status
)
)
with send_error_chunk_on_exception(
event_sender,
command_id,
shard_metadata.model_meta.model_id,
shard_metadata.device_rank,
):
assert model
assert tokenizer
assert task_params.messages[0].content is not None
_check_for_debug_prompts(task_params.messages[0].content)
assert task_params.messages[0].content is not None
_check_for_debug_prompts(task_params.messages[0].content)
# Generate responses using the actual MLX generation
mlx_generator = mlx_generate(
model=cast(Model, model),
tokenizer=tokenizer,
task=task_params,
)
# Generate responses using the actual MLX generation
mlx_generator = mlx_generate(
model=model,
tokenizer=tokenizer,
task=task_params,
)
# GPT-OSS specific parsing to match other model formats.
if isinstance(model, GptOssModel):
mlx_generator = parse_gpt_oss(mlx_generator)
# GPT-OSS specific parsing to match other model formats.
if isinstance(model, GptOssModel):
mlx_generator = parse_gpt_oss(mlx_generator)
# TODO: Add tool call parser here
# TODO: Add tool call parser here
for response in mlx_generator:
match response:
case GenerationResponse():
if shard_metadata.device_rank == 0:
event_sender.send(
ChunkGenerated(
command_id=command_id,
chunk=TokenChunk(
idx=response.token,
model=shard_metadata.model_meta.model_id,
text=response.text,
token_id=response.token,
finish_reason=response.finish_reason,
stats=response.stats,
),
)
for response in mlx_generator:
match response:
case GenerationResponse():
if shard_metadata.device_rank == 0:
event_sender.send(
ChunkGenerated(
command_id=command_id,
chunk=TokenChunk(
idx=response.token,
model=shard_metadata.model_meta.model_id,
text=response.text,
token_id=response.token,
finish_reason=response.finish_reason,
stats=response.stats,
),
)
)
# case TokenizedResponse():
# TODO: something here ig
current_status = RunnerReady()
logger.info("runner ready")

View File

@@ -1,50 +0,0 @@
# pyright: reportAny=false
from unittest.mock import MagicMock
from exo.shared.types.chunks import TokenChunk
from exo.shared.types.common import CommandId
from exo.shared.types.events import ChunkGenerated
from exo.worker.runner.runner import send_error_chunk_on_exception
from exo.worker.tests.constants import MODEL_A_ID
def test_send_error_chunk_on_exception_no_error() -> None:
event_sender = MagicMock()
command_id = CommandId()
with send_error_chunk_on_exception(
event_sender, command_id, MODEL_A_ID, device_rank=0
):
_ = 1 + 1
event_sender.send.assert_not_called()
def test_send_error_chunk_on_exception_catches_error() -> None:
event_sender = MagicMock()
command_id = CommandId()
with send_error_chunk_on_exception(
event_sender, command_id, MODEL_A_ID, device_rank=0
):
raise ValueError("test error")
event_sender.send.assert_called_once()
call_args = event_sender.send.call_args[0][0]
assert isinstance(call_args, ChunkGenerated)
assert call_args.command_id == command_id
assert isinstance(call_args.chunk, TokenChunk)
assert call_args.chunk.finish_reason == "error"
assert call_args.chunk.error_message == "test error"
def test_send_error_chunk_on_exception_skips_non_rank_zero() -> None:
event_sender = MagicMock()
command_id = CommandId()
with send_error_chunk_on_exception(
event_sender, command_id, MODEL_A_ID, device_rank=1
):
raise ValueError("test error")
event_sender.send.assert_not_called()

View File

@@ -1,15 +1,6 @@
from .profile import (
IdentityMetrics,
start_polling_identity_metrics,
start_polling_memory_metrics,
start_polling_network_metrics,
start_polling_system_metrics,
)
from .profile import start_polling_memory_metrics, start_polling_node_metrics
__all__ = [
"IdentityMetrics",
"start_polling_identity_metrics",
"start_polling_node_metrics",
"start_polling_memory_metrics",
"start_polling_network_metrics",
"start_polling_system_metrics",
]

View File

@@ -22,6 +22,7 @@ async def check_reachability(
url = f"http://{target_ip}:52415/node_id"
remote_node_id = None
last_error = None
for _ in range(REACHABILITY_ATTEMPTS):
@@ -39,24 +40,24 @@ async def check_reachability(
remote_node_id = NodeId(body)
break
# expected failure cases
except (
httpx.TimeoutException,
httpx.NetworkError,
):
await anyio.sleep(1)
# other failures should be logged on last attempt
except httpx.HTTPError as e:
httpx.ConnectError,
httpx.ConnectTimeout,
httpx.ReadTimeout,
httpx.RemoteProtocolError,
) as e:
last_error = e
await anyio.sleep(1)
if last_error is not None:
logger.warning(
f"connect error {type(last_error).__name__} from {target_ip} after {REACHABILITY_ATTEMPTS} attempts; treating as down"
)
if remote_node_id is None:
else:
if last_error is not None:
logger.warning(
f"connect error {type(last_error).__name__} from {target_ip} after {REACHABILITY_ATTEMPTS} attempts; treating as down"
)
else:
logger.warning(
f"malformed response from {target_ip} after {REACHABILITY_ATTEMPTS} attempts; treating as down"
)
return
if remote_node_id != expected_node_id:

View File

@@ -1,7 +1,6 @@
import asyncio
import os
import platform
from dataclasses import dataclass
from typing import Any, Callable, Coroutine
import anyio
@@ -10,7 +9,7 @@ from loguru import logger
from exo.shared.types.memory import Memory
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NetworkInterfaceInfo,
NodePerformanceProfile,
SystemPerformanceProfile,
)
@@ -28,13 +27,6 @@ from .system_info import (
)
@dataclass(frozen=True)
class IdentityMetrics:
model_id: str
chip_id: str
friendly_name: str
async def get_metrics_async() -> Metrics | None:
"""Return detailed Metrics on macOS or a minimal fallback elsewhere."""
@@ -75,73 +67,48 @@ async def start_polling_memory_metrics(
await anyio.sleep(poll_interval_s)
async def start_polling_identity_metrics(
callback: Callable[[IdentityMetrics], Coroutine[Any, Any, None]],
*,
poll_interval_s: float = 30.0,
) -> None:
"""Continuously poll and emit identity metrics at 30s intervals."""
while True:
try:
model_id, chip_id = await get_model_and_chip()
friendly_name = await get_friendly_name()
await callback(
IdentityMetrics(
model_id=model_id,
chip_id=chip_id,
friendly_name=friendly_name,
)
)
except Exception as e:
logger.opt(exception=e).error("Failed to emit identity metrics")
finally:
await anyio.sleep(poll_interval_s)
async def start_polling_system_metrics(
callback: Callable[[SystemPerformanceProfile], Coroutine[Any, Any, None]],
*,
poll_interval_s: float = 1.0,
) -> None:
"""Continuously poll and emit system metrics (GPU, temp, power) at 1s intervals."""
async def start_polling_node_metrics(
callback: Callable[[NodePerformanceProfile], Coroutine[Any, Any, None]],
):
poll_interval_s = 1.0
while True:
try:
metrics = await get_metrics_async()
if metrics is None:
return
network_interfaces = get_network_interfaces()
# these awaits could be joined but realistically they should be cached
model_id, chip_id = await get_model_and_chip()
friendly_name = await get_friendly_name()
# do the memory profile last to get a fresh reading to not conflict with the other memory profiling loop
memory_profile = get_memory_profile()
await callback(
SystemPerformanceProfile(
gpu_usage=metrics.gpu_usage[1],
temp=metrics.temp.gpu_temp_avg,
sys_power=metrics.sys_power,
pcpu_usage=metrics.pcpu_usage[1],
ecpu_usage=metrics.ecpu_usage[1],
ane_power=metrics.ane_power,
NodePerformanceProfile(
model_id=model_id,
chip_id=chip_id,
friendly_name=friendly_name,
network_interfaces=network_interfaces,
memory=memory_profile,
system=SystemPerformanceProfile(
gpu_usage=metrics.gpu_usage[1],
temp=metrics.temp.gpu_temp_avg,
sys_power=metrics.sys_power,
pcpu_usage=metrics.pcpu_usage[1],
ecpu_usage=metrics.ecpu_usage[1],
ane_power=metrics.ane_power,
),
)
)
except asyncio.TimeoutError:
logger.warning(
"[system_monitor] Operation timed out after 30s, skipping this cycle."
"[resource_monitor] Operation timed out after 30s, skipping this cycle."
)
except MacMonError as e:
logger.opt(exception=e).error("System Monitor encountered error")
logger.opt(exception=e).error("Resource Monitor encountered error")
return
finally:
await anyio.sleep(poll_interval_s)
async def start_polling_network_metrics(
callback: Callable[[list[NetworkInterfaceInfo]], Coroutine[Any, Any, None]],
*,
poll_interval_s: float = 30.0,
) -> None:
"""Continuously poll and emit network interface info at 30s intervals."""
while True:
try:
network_interfaces = get_network_interfaces()
await callback(network_interfaces)
except Exception as e:
logger.opt(exception=e).error("Network Monitor encountered error")
finally:
await anyio.sleep(poll_interval_s)

358
uv.lock generated
View File

@@ -28,89 +28,6 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668, upload-time = "2025-10-09T20:51:03.174Z" },
]
[[package]]
name = "aiohappyeyeballs"
version = "2.6.1"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
]
[[package]]
name = "aiohttp"
version = "3.13.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohappyeyeballs", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "aiosignal", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "attrs", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "frozenlist", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "multidict", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "propcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "yarl", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/97/8a/12ca489246ca1faaf5432844adbfce7ff2cc4997733e0af120869345643a/aiohttp-3.13.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5dff64413671b0d3e7d5918ea490bdccb97a4ad29b3f311ed423200b2203e01c", size = 734190, upload-time = "2026-01-03T17:30:45.832Z" },
{ url = "https://files.pythonhosted.org/packages/32/08/de43984c74ed1fca5c014808963cc83cb00d7bb06af228f132d33862ca76/aiohttp-3.13.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:87b9aab6d6ed88235aa2970294f496ff1a1f9adcd724d800e9b952395a80ffd9", size = 491783, upload-time = "2026-01-03T17:30:47.466Z" },
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