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2 Commits

Author SHA1 Message Date
Abiola Akinnubi 74efc2cb42 bump up version minor number 2025-11-14 18:07:17 -08:00
Abiola Akinnubi db3096bbaf feat AUTO-695: add loaded_at attribute to AutoScalerData and Metrics classes 2025-11-14 17:07:06 -08:00
4 changed files with 32 additions and 96 deletions
+1 -1
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@@ -146,6 +146,7 @@ class Metrics:
def _set_mtoken(self, mtoken: str) -> None: def _set_mtoken(self, mtoken: str) -> None:
self.mtoken = mtoken self.mtoken = mtoken
#######################################Private####################################### #######################################Private#######################################
async def __send_delete_requests_and_reset(self): async def __send_delete_requests_and_reset(self):
@@ -280,7 +281,6 @@ class Metrics:
if sent: if sent:
# clear the one-shot loadtime only if we actually sent *this* value # clear the one-shot loadtime only if we actually sent *this* value
self.system_metrics.reset(expected=loadtime_snapshot)
self.update_pending = False self.update_pending = False
self.model_metrics.reset() self.model_metrics.reset()
self.last_metric_update = time.time() self.last_metric_update = time.time()
+1 -21
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@@ -3,17 +3,15 @@ import logging
from typing import List from typing import List
import ssl import ssl
from asyncio import run, gather from asyncio import run, gather
import asyncio
from lib.backend import Backend from lib.backend import Backend
from lib.metrics import Metrics
from aiohttp import web from aiohttp import web
log = logging.getLogger(__file__) log = logging.getLogger(__file__)
def start_server(backend: Backend, routes: List[web.RouteDef], **kwargs): def start_server(backend: Backend, routes: List[web.RouteDef], **kwargs):
try:
log.debug("getting certificate...") log.debug("getting certificate...")
use_ssl = os.environ.get("USE_SSL", "false") == "true" use_ssl = os.environ.get("USE_SSL", "false") == "true"
if use_ssl is True: if use_ssl is True:
@@ -40,21 +38,3 @@ def start_server(backend: Backend, routes: List[web.RouteDef], **kwargs):
await gather(site.start(), backend._start_tracking()) await gather(site.start(), backend._start_tracking())
run(main()) run(main())
except Exception as e:
err_msg = f"PyWorker failed to launch: {e}"
log.error(err_msg)
async def beacon():
metrics = Metrics()
metrics._set_version(getattr(backend, "version", "0"))
metrics._set_mtoken(getattr(backend, "mtoken", ""))
try:
while True:
metrics._model_errored(err_msg)
await metrics._Metrics__send_metrics_and_reset()
await asyncio.sleep(10)
finally:
await metrics.aclose()
run(beacon())
+4 -46
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@@ -41,14 +41,6 @@ echo_var DEBUG_LOG
echo_var PYWORKER_LOG echo_var PYWORKER_LOG
echo_var MODEL_LOG echo_var MODEL_LOG
# if instance is rebooted, we want to clear out the log file so pyworker doesn't read lines
# from the run prior to reboot. past logs are saved in $MODEL_LOG.old for debugging only
if [ -e "$MODEL_LOG" ]; then
echo "Rotating model log at $MODEL_LOG to $MODEL_LOG.old"
cat "$MODEL_LOG" >> "$MODEL_LOG.old"
: > "$MODEL_LOG"
fi
# Populate /etc/environment with quoted values # Populate /etc/environment with quoted values
if ! grep -q "VAST" /etc/environment; then if ! grep -q "VAST" /etc/environment; then
env -0 | grep -zEv "^(HOME=|SHLVL=)|CONDA" | while IFS= read -r -d '' line; do env -0 | grep -zEv "^(HOME=|SHLVL=)|CONDA" | while IFS= read -r -d '' line; do
@@ -132,43 +124,9 @@ cd "$SERVER_DIR"
echo "launching PyWorker server" echo "launching PyWorker server"
set +e # if instance is rebooted, we want to clear out the log file so pyworker doesn't read lines
python3 -m "workers.$BACKEND.server" |& tee -a "$PYWORKER_LOG" # from the run prior to reboot. past logs are saved in $MODEL_LOG.old for debugging only
PY_STATUS=${PIPESTATUS[0]} [ -e "$MODEL_LOG" ] && cat "$MODEL_LOG" >> "$MODEL_LOG.old" && : > "$MODEL_LOG"
set -e
if [ "${PY_STATUS}" -ne 0 ]; then
echo "PyWorker exited with status ${PY_STATUS}; notifying autoscaler..."
ERROR_MSG="PyWorker exited: code ${PY_STATUS}"
MTOKEN="${MASTER_TOKEN:-}"
VERSION="${PYWORKER_VERSION:-0}"
IFS=',' read -r -a REPORT_ADDRS <<< "${REPORT_ADDR}"
for addr in "${REPORT_ADDRS[@]}"; do
curl -sS -X POST -H 'Content-Type: application/json' \
-d "$(cat <<JSON
{
"id": ${CONTAINER_ID:-0},
"mtoken": "${MTOKEN}",
"version": "${VERSION}",
"loadtime": 0,
"new_load": 0,
"cur_load": 0,
"rej_load": 0,
"max_perf": 0,
"cur_perf": 0,
"error_msg": "${ERROR_MSG}",
"num_requests_working": 0,
"num_requests_recieved": 0,
"additional_disk_usage": 0,
"working_request_idxs": [],
"cur_capacity": 0,
"max_capacity": 0,
"url": "${URL}"
}
JSON
)" "${addr%/}/worker_status/" || true
done
fi
(python3 -m "workers.$BACKEND.server" |& tee -a "$PYWORKER_LOG") &
echo "launching PyWorker server done" echo "launching PyWorker server done"
-2
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@@ -11,7 +11,6 @@ MODEL_SERVER_START_LOG_MSG = [
"llama runner started", # Ollama "llama runner started", # Ollama
'"message":"Connected","target":"text_generation_router"', # TGI '"message":"Connected","target":"text_generation_router"', # TGI
'"message":"Connected","target":"text_generation_router::server"', # TGI '"message":"Connected","target":"text_generation_router::server"', # TGI
"main: model loaded" # llama.cpp
] ]
MODEL_SERVER_ERROR_LOG_MSGS = [ MODEL_SERVER_ERROR_LOG_MSGS = [
@@ -35,7 +34,6 @@ backend = Backend(
model_server_url=os.environ["MODEL_SERVER_URL"], model_server_url=os.environ["MODEL_SERVER_URL"],
model_log_file=os.environ["MODEL_LOG"], model_log_file=os.environ["MODEL_LOG"],
allow_parallel_requests=True, allow_parallel_requests=True,
max_wait_time=600.0,
benchmark_handler=CompletionsHandler(benchmark_runs=3, benchmark_words=256), benchmark_handler=CompletionsHandler(benchmark_runs=3, benchmark_words=256),
log_actions=[ log_actions=[
*[(LogAction.ModelLoaded, info_msg) for info_msg in MODEL_SERVER_START_LOG_MSG], *[(LogAction.ModelLoaded, info_msg) for info_msg in MODEL_SERVER_START_LOG_MSG],