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https://github.com/exo-explore/exo.git
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1 Commits
alexcheema
...
aiohttp
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
1f28b22bf7 |
106
.github/workflows/build-app.yml
vendored
106
.github/workflows/build-app.yml
vendored
@@ -1,16 +1,5 @@
|
||||
name: Build EXO macOS DMG
|
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|
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# Release workflow:
|
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# 1. Create a draft GitHub Release with the tag name (e.g. v1.0.0) and write release notes in markdown
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# 2. Push the tag: git tag v1.0.0 && git push origin v1.0.0
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# 3. This workflow builds, signs, and notarizes the DMG
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# 4. Release notes are embedded in appcast.xml for Sparkle (rendered as markdown)
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# 5. DMG and appcast.xml are uploaded to S3
|
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# 6. The draft GitHub Release is published with the DMG attached
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#
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# For alpha releases (e.g. v1.0.0-alpha.1): draft release and notes are optional.
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# If no draft exists, a release is auto-created with generated notes.
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on:
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workflow_dispatch:
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push:
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@@ -22,10 +11,8 @@ on:
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jobs:
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build-macos-app:
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runs-on: "macos-26"
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permissions:
|
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contents: write
|
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env:
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SPARKLE_VERSION: 2.9.0-beta.1
|
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SPARKLE_VERSION: 2.8.1
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SPARKLE_DOWNLOAD_PREFIX: ${{ secrets.SPARKLE_DOWNLOAD_PREFIX }}
|
||||
SPARKLE_FEED_URL: ${{ secrets.SPARKLE_FEED_URL }}
|
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SPARKLE_ED25519_PUBLIC: ${{ secrets.SPARKLE_ED25519_PUBLIC }}
|
||||
@@ -100,52 +87,6 @@ jobs:
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exit 1
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fi
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|
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- name: Fetch and validate release notes
|
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if: github.ref_type == 'tag'
|
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env:
|
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GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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run: |
|
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# Find draft release by name using gh release list (more reliable with default token)
|
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echo "Looking for draft release named '$GITHUB_REF_NAME'..."
|
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DRAFT_EXISTS=$(gh release list --json name,isDraft --jq ".[] | select(.isDraft == true) | select(.name == \"$GITHUB_REF_NAME\") | .name" 2>/dev/null || echo "")
|
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|
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if [[ -z "$DRAFT_EXISTS" ]]; then
|
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if [[ "$IS_ALPHA" == "true" ]]; then
|
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echo "No draft release found for alpha tag $GITHUB_REF_NAME (optional for alphas)"
|
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echo "HAS_RELEASE_NOTES=false" >> $GITHUB_ENV
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exit 0
|
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fi
|
||||
echo "ERROR: No draft release found for tag $GITHUB_REF_NAME"
|
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echo "Please create a draft release with release notes before pushing the tag."
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exit 1
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fi
|
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|
||||
# Fetch full release details via API to get body and ID
|
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echo "Found draft release, fetching details..."
|
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RELEASE_JSON=$(gh api repos/${{ github.repository }}/releases --jq ".[] | select(.draft == true) | select(.name == \"$GITHUB_REF_NAME\")" 2>/dev/null || echo "")
|
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|
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# Extract release notes
|
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NOTES=$(echo "$RELEASE_JSON" | jq -r '.body // ""')
|
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if [[ -z "$NOTES" || "$NOTES" == "null" ]]; then
|
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if [[ "$IS_ALPHA" == "true" ]]; then
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echo "Draft release has no notes (optional for alphas)"
|
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echo "HAS_RELEASE_NOTES=false" >> $GITHUB_ENV
|
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exit 0
|
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fi
|
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echo "ERROR: Draft release exists but has no release notes"
|
||||
echo "Please add release notes to the draft release before pushing the tag."
|
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exit 1
|
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fi
|
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|
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# Save release ID for later publishing
|
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RELEASE_ID=$(echo "$RELEASE_JSON" | jq -r '.id')
|
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echo "DRAFT_RELEASE_ID=$RELEASE_ID" >> $GITHUB_ENV
|
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echo "HAS_RELEASE_NOTES=true" >> $GITHUB_ENV
|
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|
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echo "Found draft release (ID: $RELEASE_ID), saving release notes..."
|
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echo "$NOTES" > /tmp/release_notes.md
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echo "RELEASE_NOTES_FILE=/tmp/release_notes.md" >> $GITHUB_ENV
|
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|
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# ============================================================
|
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# Install dependencies
|
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# ============================================================
|
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@@ -363,28 +304,6 @@ jobs:
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$CHANNEL_FLAG \
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.
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||||
|
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- name: Inject release notes into appcast
|
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if: github.ref_type == 'tag' && env.HAS_RELEASE_NOTES == 'true'
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env:
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RELEASE_VERSION: ${{ env.RELEASE_VERSION }}
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run: |
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# Inject markdown release notes with sparkle:format="markdown" (Sparkle 2.9+)
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export NOTES=$(cat "$RELEASE_NOTES_FILE")
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|
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# Insert description after the enclosure tag for this version
|
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awk '
|
||||
/<enclosure[^>]*>/ && index($0, ENVIRON["RELEASE_VERSION"]) {
|
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print
|
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print " <description sparkle:format=\"markdown\"><![CDATA["
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print ENVIRON["NOTES"]
|
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print " ]]></description>"
|
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next
|
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}
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{ print }
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' output/appcast.xml > output/appcast.xml.tmp && mv output/appcast.xml.tmp output/appcast.xml
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echo "Injected markdown release notes for version $RELEASE_VERSION"
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|
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# ============================================================
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# Upload artifacts
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# ============================================================
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@@ -417,26 +336,3 @@ jobs:
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aws s3 cp "$DMG_NAME" "s3://${SPARKLE_S3_BUCKET}/${PREFIX}EXO-latest.dmg"
|
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aws s3 cp appcast.xml "s3://${SPARKLE_S3_BUCKET}/${PREFIX}appcast.xml" --content-type application/xml --cache-control no-cache
|
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fi
|
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|
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- name: Publish GitHub Release
|
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if: github.ref_type == 'tag'
|
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env:
|
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GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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run: |
|
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DMG_PATH="output/EXO-${RELEASE_VERSION}.dmg"
|
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|
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if [[ "$HAS_RELEASE_NOTES" == "true" ]]; then
|
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# Update the draft release with the tag and upload DMG
|
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gh api --method PATCH "repos/${{ github.repository }}/releases/$DRAFT_RELEASE_ID" \
|
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-f tag_name="$GITHUB_REF_NAME" \
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-F draft=false
|
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gh release upload "$GITHUB_REF_NAME" "$DMG_PATH" --clobber
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echo "Published release $GITHUB_REF_NAME with DMG attached"
|
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else
|
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# Alpha without draft release - create one with auto-generated notes
|
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gh release create "$GITHUB_REF_NAME" "$DMG_PATH" \
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--title "$GITHUB_REF_NAME" \
|
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--generate-notes \
|
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--prerelease
|
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echo "Created alpha release $GITHUB_REF_NAME with auto-generated notes"
|
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fi
|
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|
||||
@@ -585,7 +585,7 @@
|
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repositoryURL = "https://github.com/sparkle-project/Sparkle.git";
|
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requirement = {
|
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kind = upToNextMajorVersion;
|
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minimumVersion = 2.9.0-beta.1;
|
||||
minimumVersion = 2.8.1;
|
||||
};
|
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};
|
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/* End XCRemoteSwiftPackageReference section */
|
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|
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@@ -6,8 +6,8 @@
|
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"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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}
|
||||
}
|
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],
|
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|
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@@ -3,7 +3,6 @@
|
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from __future__ import annotations
|
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|
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import argparse
|
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import contextlib
|
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import http.client
|
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import json
|
||||
import os
|
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@@ -27,7 +26,7 @@ class ExoHttpError(RuntimeError):
|
||||
|
||||
|
||||
class ExoClient:
|
||||
def __init__(self, host: str, port: int, timeout_s: float = 600.0):
|
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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)
|
||||
|
||||
|
||||
@@ -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;
|
||||
|
||||
@@ -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",
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -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:
|
||||
|
||||
@@ -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(),
|
||||
),
|
||||
|
||||
@@ -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
|
||||
* (
|
||||
|
||||
@@ -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
|
||||
@@ -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?")
|
||||
|
||||
@@ -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}
|
||||
)
|
||||
|
||||
|
||||
|
||||
@@ -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"
|
||||
|
||||
@@ -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):
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -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):
|
||||
|
||||
@@ -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)
|
||||
|
||||
@@ -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)
|
||||
|
||||
|
||||
@@ -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)
|
||||
|
||||
@@ -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)
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -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")
|
||||
|
||||
@@ -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()
|
||||
@@ -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",
|
||||
]
|
||||
|
||||
@@ -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:
|
||||
|
||||
@@ -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
358
uv.lock
generated
@@ -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" },
|
||||
{ url = "https://files.pythonhosted.org/packages/17/f8/8dd2cf6112a5a76f81f81a5130c57ca829d101ad583ce57f889179accdda/aiohttp-3.13.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:425c126c0dc43861e22cb1c14ba4c8e45d09516d0a3ae0a3f7494b79f5f233a3", size = 490704, upload-time = "2026-01-03T17:30:49.373Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6d/40/a46b03ca03936f832bc7eaa47cfbb1ad012ba1be4790122ee4f4f8cba074/aiohttp-3.13.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7f9120f7093c2a32d9647abcaf21e6ad275b4fbec5b55969f978b1a97c7c86bf", size = 1720652, upload-time = "2026-01-03T17:30:50.974Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f7/7e/917fe18e3607af92657e4285498f500dca797ff8c918bd7d90b05abf6c2a/aiohttp-3.13.3-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:697753042d57f4bf7122cab985bf15d0cef23c770864580f5af4f52023a56bd6", size = 1692014, upload-time = "2026-01-03T17:30:52.729Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/71/b6/cefa4cbc00d315d68973b671cf105b21a609c12b82d52e5d0c9ae61d2a09/aiohttp-3.13.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6de499a1a44e7de70735d0b39f67c8f25eb3d91eb3103be99ca0fa882cdd987d", size = 1759777, upload-time = "2026-01-03T17:30:54.537Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fb/e3/e06ee07b45e59e6d81498b591fc589629be1553abb2a82ce33efe2a7b068/aiohttp-3.13.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:37239e9f9a7ea9ac5bf6b92b0260b01f8a22281996da609206a84df860bc1261", size = 1861276, upload-time = "2026-01-03T17:30:56.512Z" },
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{ name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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{ name = "exo-pyo3-bindings", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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{ name = "fastapi", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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]
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Reference in New Issue
Block a user