From c3d43ef5da8af059855e280165107fb8fc5b1b1b Mon Sep 17 00:00:00 2001 From: Eric Tendian Date: Wed, 4 Dec 2024 20:30:05 -0600 Subject: [PATCH] Fix autoscaler creating too many instances, have new instances self-delete if there is a problem --- .gitignore | 3 + app/bin/autoscale-vast.py | 34 +- app/worker.py | 27 +- poetry.lock | 1702 +++++++++++++++++++------------------ pyproject.toml | 1 + 5 files changed, 909 insertions(+), 858 deletions(-) diff --git a/.gitignore b/.gitignore index 6c59ae5..f223db6 100644 --- a/.gitignore +++ b/.gitignore @@ -137,3 +137,6 @@ docker-compose.override.yml config/*.json !config/transcript_cleanup.json scratch + +# Made by the Vast.ai CLI +gpu_names_cache.json diff --git a/app/bin/autoscale-vast.py b/app/bin/autoscale-vast.py index 878cfb5..851a3ed 100755 --- a/app/bin/autoscale-vast.py +++ b/app/bin/autoscale-vast.py @@ -140,14 +140,36 @@ def _update_running_instances(self, instances: list[dict]): ) ] + def _update_pending_instances(self, instances: list[dict]): + pending_instances = {} + for instance in list( + filter( + lambda i: i["next_state"] != "running" + and "deletion_reason" not in i, + instances, + ) + ): + hostname = None + concurrency = 0 + for env in instance["extra_env"]: + key = env[0] + value = env[1] + if key == "CELERY_HOSTNAME": + hostname = value + continue + if key == "CELERY_CONCURRENCY": + concurrency = int(value) + continue + if hostname and concurrency: + pending_instances[hostname] = concurrency + + self.pending_instances = pending_instances + def get_worker_status(self) -> list[dict]: workers = [] result = worker.celery.control.inspect(timeout=10).stats() if result: for name, stats in result.items(): - # If this was one of our pending instances, remove it from the list - if name in self.pending_instances: - del self.pending_instances[name] workers.append({"name": name, "stats": stats}) return workers @@ -218,6 +240,7 @@ def get_current_instances(self) -> list[dict]: ) ) self._update_running_instances(instances) + self._update_pending_instances(instances) return instances def create_instances(self, count: int) -> int: @@ -294,8 +317,6 @@ def create_instances(self, count: int) -> int: logging.info( f"Started instance {instance_id}, a {instance['gpu_name']} for ${instance['dph_total'] if os.getenv('VAST_ONDEMAND') else body['price']}/hr" ) - # Add the instance to our list of pending instances so we can check when it comes online - self.pending_instances[self.envs["CELERY_HOSTNAME"]] = concurrency # Update our other vars self.running_instances.append(hostname) instances_created += 1 @@ -387,6 +408,7 @@ def delete_instances( ) self._update_running_instances(instances) + self._update_pending_instances(instances) return len(deletable_instances) @@ -443,6 +465,8 @@ def maybe_scale(self) -> int: self.delete_instances(delete_exited=True, delete_errored=True) current_instances, needed_instances = self.calculate_needed_instances() + current_instances += len(self.pending_instances) + target_instances = min(max(needed_instances, self.min), self.max) if target_instances > current_instances: diff --git a/app/worker.py b/app/worker.py index 0dbafb9..31f1a03 100644 --- a/app/worker.py +++ b/app/worker.py @@ -1,32 +1,33 @@ #!/usr/bin/env python3 -from hashlib import sha256 -from multiprocessing.pool import AsyncResult -from typing import Optional import json import logging import os import signal +from hashlib import sha256 +from multiprocessing.pool import AsyncResult +from typing import Optional +import requests +import sentry_sdk from celery import Celery, signals, states from celery.exceptions import Reject from dotenv import load_dotenv from sentry_sdk.integrations.celery import CeleryIntegration -import sentry_sdk load_dotenv() -from app.utils.storage import fetch_audio -from app.whisper.base import TranscribeOptions, WhisperResult -from app.whisper.transcribe import transcribe from app.geocoding.geocoding import lookup_geo from app.models.metadata import Metadata from app.notifications.notification import send_notifications +from app.search import search from app.utils import api_client from app.utils.exceptions import before_send -from app.search import search +from app.utils.storage import fetch_audio +from app.whisper.base import TranscribeOptions, WhisperResult from app.whisper.exceptions import WhisperException from app.whisper.task import API_IMPLEMENTATIONS, WhisperTask +from app.whisper.transcribe import transcribe sentry_dsn = os.getenv("SENTRY_DSN") if sentry_dsn: @@ -96,6 +97,16 @@ def task_prerun(**kwargs): # type: ignore logger.fatal( "Exceeded job failure threshold, exiting...\n" + str(recent_job_results) ) + # If this is a vast.ai instance, delete itself since it must not be working properly + vast_api_key = os.getenv("CONTAINER_API_KEY") + vast_instance_id = os.getenv("CONTAINER_ID") + if vast_api_key and vast_instance_id: + logger.info("Deleting this vast.ai instance...") + requests.delete( + f"https://console.vast.ai/api/v0/instances/{vast_instance_id}/", + headers={"Authorization": f"Bearer {vast_api_key}"}, + json={}, + ) os.kill( os.getppid(), signal.SIGQUIT if hasattr(signal, "SIGQUIT") else signal.SIGTERM, diff --git a/poetry.lock b/poetry.lock index a995142..276e804 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. 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