|
| 1 | +import asyncio |
| 2 | +import uuid |
| 3 | +from dataclasses import dataclass |
| 4 | +from datetime import timedelta |
| 5 | +from typing import Sequence |
| 6 | + |
| 7 | +from sqlalchemy import delete, or_, select, update |
| 8 | +from sqlalchemy.orm import load_only, selectinload |
| 9 | + |
| 10 | +from dstack._internal.core.models.runs import RunStatus |
| 11 | +from dstack._internal.server.background.pipeline_tasks.base import ( |
| 12 | + Fetcher, |
| 13 | + Heartbeater, |
| 14 | + ItemUpdateMap, |
| 15 | + Pipeline, |
| 16 | + PipelineItem, |
| 17 | + Worker, |
| 18 | + log_lock_token_changed_after_processing, |
| 19 | + log_lock_token_mismatch, |
| 20 | + resolve_now_placeholders, |
| 21 | + set_processed_update_map_fields, |
| 22 | + set_unlock_update_map_fields, |
| 23 | +) |
| 24 | +from dstack._internal.server.db import get_db, get_session_ctx |
| 25 | +from dstack._internal.server.models import ( |
| 26 | + InstanceModel, |
| 27 | + JobModel, |
| 28 | + RunModel, |
| 29 | + ServiceRouterWorkerSyncModel, |
| 30 | +) |
| 31 | +from dstack._internal.server.services.locking import get_locker |
| 32 | +from dstack._internal.server.services.pipelines import PipelineHinterProtocol |
| 33 | +from dstack._internal.server.services.router_worker_sync import ( |
| 34 | + run_model_has_router_replica_group, |
| 35 | + sync_router_workers_for_run_model, |
| 36 | +) |
| 37 | +from dstack._internal.server.utils import sentry_utils |
| 38 | +from dstack._internal.utils.common import get_current_datetime |
| 39 | +from dstack._internal.utils.logging import get_logger |
| 40 | + |
| 41 | +logger = get_logger(__name__) |
| 42 | + |
| 43 | + |
| 44 | +@dataclass |
| 45 | +class ServiceRouterWorkerSyncPipelineItem(PipelineItem): |
| 46 | + run_id: uuid.UUID |
| 47 | + |
| 48 | + |
| 49 | +class ServiceRouterWorkerSyncPipeline(Pipeline[ServiceRouterWorkerSyncPipelineItem]): |
| 50 | + def __init__( |
| 51 | + self, |
| 52 | + workers_num: int = 8, |
| 53 | + queue_lower_limit_factor: float = 0.5, |
| 54 | + queue_upper_limit_factor: float = 2.0, |
| 55 | + min_processing_interval: timedelta = timedelta(seconds=5), |
| 56 | + lock_timeout: timedelta = timedelta(seconds=25), |
| 57 | + heartbeat_trigger: timedelta = timedelta(seconds=10), |
| 58 | + *, |
| 59 | + pipeline_hinter: PipelineHinterProtocol, |
| 60 | + ) -> None: |
| 61 | + super().__init__( |
| 62 | + workers_num=workers_num, |
| 63 | + queue_lower_limit_factor=queue_lower_limit_factor, |
| 64 | + queue_upper_limit_factor=queue_upper_limit_factor, |
| 65 | + min_processing_interval=min_processing_interval, |
| 66 | + lock_timeout=lock_timeout, |
| 67 | + heartbeat_trigger=heartbeat_trigger, |
| 68 | + ) |
| 69 | + self.__heartbeater = Heartbeater[ServiceRouterWorkerSyncPipelineItem]( |
| 70 | + model_type=ServiceRouterWorkerSyncModel, |
| 71 | + lock_timeout=self._lock_timeout, |
| 72 | + heartbeat_trigger=self._heartbeat_trigger, |
| 73 | + ) |
| 74 | + self.__fetcher = ServiceRouterWorkerSyncFetcher( |
| 75 | + queue=self._queue, |
| 76 | + queue_desired_minsize=self._queue_desired_minsize, |
| 77 | + min_processing_interval=self._min_processing_interval, |
| 78 | + lock_timeout=self._lock_timeout, |
| 79 | + heartbeater=self.__heartbeater, |
| 80 | + ) |
| 81 | + self.__workers = [ |
| 82 | + ServiceRouterWorkerSyncWorker( |
| 83 | + queue=self._queue, |
| 84 | + heartbeater=self.__heartbeater, |
| 85 | + pipeline_hinter=pipeline_hinter, |
| 86 | + ) |
| 87 | + for _ in range(self._workers_num) |
| 88 | + ] |
| 89 | + |
| 90 | + @property |
| 91 | + def hint_fetch_model_name(self) -> str: |
| 92 | + return ServiceRouterWorkerSyncModel.__name__ |
| 93 | + |
| 94 | + @property |
| 95 | + def _heartbeater(self) -> Heartbeater[ServiceRouterWorkerSyncPipelineItem]: |
| 96 | + return self.__heartbeater |
| 97 | + |
| 98 | + @property |
| 99 | + def _fetcher(self) -> Fetcher[ServiceRouterWorkerSyncPipelineItem]: |
| 100 | + return self.__fetcher |
| 101 | + |
| 102 | + @property |
| 103 | + def _workers(self) -> Sequence["ServiceRouterWorkerSyncWorker"]: |
| 104 | + return self.__workers |
| 105 | + |
| 106 | + |
| 107 | +class ServiceRouterWorkerSyncFetcher(Fetcher[ServiceRouterWorkerSyncPipelineItem]): |
| 108 | + @sentry_utils.instrument_named_task("pipeline_tasks.ServiceRouterWorkerSyncFetcher.fetch") |
| 109 | + async def fetch(self, limit: int) -> list[ServiceRouterWorkerSyncPipelineItem]: |
| 110 | + sync_lock, _ = get_locker(get_db().dialect_name).get_lockset( |
| 111 | + ServiceRouterWorkerSyncModel.__tablename__ |
| 112 | + ) |
| 113 | + async with sync_lock: |
| 114 | + async with get_session_ctx() as session: |
| 115 | + now = get_current_datetime() |
| 116 | + res = await session.execute( |
| 117 | + select(ServiceRouterWorkerSyncModel) |
| 118 | + .join(RunModel, RunModel.id == ServiceRouterWorkerSyncModel.run_id) |
| 119 | + .where( |
| 120 | + RunModel.status == RunStatus.RUNNING, |
| 121 | + or_( |
| 122 | + ServiceRouterWorkerSyncModel.last_processed_at |
| 123 | + <= now - self._min_processing_interval, |
| 124 | + ServiceRouterWorkerSyncModel.last_processed_at |
| 125 | + == ServiceRouterWorkerSyncModel.created_at, |
| 126 | + ), |
| 127 | + or_( |
| 128 | + ServiceRouterWorkerSyncModel.lock_expires_at.is_(None), |
| 129 | + ServiceRouterWorkerSyncModel.lock_expires_at < now, |
| 130 | + ), |
| 131 | + ) |
| 132 | + .order_by(ServiceRouterWorkerSyncModel.last_processed_at.asc()) |
| 133 | + .limit(limit) |
| 134 | + .with_for_update( |
| 135 | + skip_locked=True, key_share=True, of=ServiceRouterWorkerSyncModel |
| 136 | + ) |
| 137 | + .options( |
| 138 | + load_only( |
| 139 | + ServiceRouterWorkerSyncModel.id, |
| 140 | + ServiceRouterWorkerSyncModel.run_id, |
| 141 | + ServiceRouterWorkerSyncModel.lock_token, |
| 142 | + ServiceRouterWorkerSyncModel.lock_expires_at, |
| 143 | + ) |
| 144 | + ) |
| 145 | + ) |
| 146 | + rows = list(res.scalars().all()) |
| 147 | + lock_expires_at = get_current_datetime() + self._lock_timeout |
| 148 | + lock_token = uuid.uuid4() |
| 149 | + items: list[ServiceRouterWorkerSyncPipelineItem] = [] |
| 150 | + for row in rows: |
| 151 | + prev_lock_expired = row.lock_expires_at is not None |
| 152 | + row.lock_expires_at = lock_expires_at |
| 153 | + row.lock_token = lock_token |
| 154 | + row.lock_owner = ServiceRouterWorkerSyncPipeline.__name__ |
| 155 | + items.append( |
| 156 | + ServiceRouterWorkerSyncPipelineItem( |
| 157 | + __tablename__=ServiceRouterWorkerSyncModel.__tablename__, |
| 158 | + id=row.id, |
| 159 | + lock_expires_at=lock_expires_at, |
| 160 | + lock_token=lock_token, |
| 161 | + prev_lock_expired=prev_lock_expired, |
| 162 | + run_id=row.run_id, |
| 163 | + ) |
| 164 | + ) |
| 165 | + await session.commit() |
| 166 | + return items |
| 167 | + |
| 168 | + |
| 169 | +class _SyncRowUpdateMap(ItemUpdateMap, total=False): |
| 170 | + pass |
| 171 | + |
| 172 | + |
| 173 | +class ServiceRouterWorkerSyncWorker(Worker[ServiceRouterWorkerSyncPipelineItem]): |
| 174 | + def __init__( |
| 175 | + self, |
| 176 | + queue: asyncio.Queue[ServiceRouterWorkerSyncPipelineItem], |
| 177 | + heartbeater: Heartbeater[ServiceRouterWorkerSyncPipelineItem], |
| 178 | + pipeline_hinter: PipelineHinterProtocol, |
| 179 | + ) -> None: |
| 180 | + super().__init__( |
| 181 | + queue=queue, |
| 182 | + heartbeater=heartbeater, |
| 183 | + pipeline_hinter=pipeline_hinter, |
| 184 | + ) |
| 185 | + |
| 186 | + @sentry_utils.instrument_named_task("pipeline_tasks.ServiceRouterWorkerSyncWorker.process") |
| 187 | + async def process(self, item: ServiceRouterWorkerSyncPipelineItem) -> None: |
| 188 | + async with get_session_ctx() as session: |
| 189 | + res = await session.execute( |
| 190 | + select(ServiceRouterWorkerSyncModel) |
| 191 | + .where( |
| 192 | + ServiceRouterWorkerSyncModel.id == item.id, |
| 193 | + ServiceRouterWorkerSyncModel.lock_token == item.lock_token, |
| 194 | + ) |
| 195 | + .options(selectinload(ServiceRouterWorkerSyncModel.run)) |
| 196 | + ) |
| 197 | + sync_row = res.unique().scalar_one_or_none() |
| 198 | + if sync_row is None: |
| 199 | + log_lock_token_mismatch(logger, item) |
| 200 | + return |
| 201 | + run_model = sync_row.run |
| 202 | + if run_model is None: |
| 203 | + await session.delete(sync_row) |
| 204 | + await session.commit() |
| 205 | + return |
| 206 | + if ( |
| 207 | + run_model.deleted |
| 208 | + or run_model.status.is_finished() |
| 209 | + or run_model.status != RunStatus.RUNNING |
| 210 | + or not run_model_has_router_replica_group(run_model) |
| 211 | + ): |
| 212 | + await session.delete(sync_row) |
| 213 | + await session.commit() |
| 214 | + return |
| 215 | + |
| 216 | + async with get_session_ctx() as session: |
| 217 | + res = await session.execute( |
| 218 | + select(RunModel) |
| 219 | + .where(RunModel.id == item.run_id) |
| 220 | + .options( |
| 221 | + selectinload(RunModel.project), |
| 222 | + selectinload(RunModel.jobs).selectinload(JobModel.project), |
| 223 | + selectinload(RunModel.jobs) |
| 224 | + .selectinload(JobModel.instance) |
| 225 | + .selectinload(InstanceModel.project), |
| 226 | + ) |
| 227 | + ) |
| 228 | + run_for_sync = res.unique().scalar_one_or_none() |
| 229 | + |
| 230 | + if run_for_sync is None: |
| 231 | + async with get_session_ctx() as session: |
| 232 | + await session.execute( |
| 233 | + delete(ServiceRouterWorkerSyncModel).where( |
| 234 | + ServiceRouterWorkerSyncModel.id == item.id, |
| 235 | + ServiceRouterWorkerSyncModel.lock_token == item.lock_token, |
| 236 | + ) |
| 237 | + ) |
| 238 | + await session.commit() |
| 239 | + return |
| 240 | + |
| 241 | + await sync_router_workers_for_run_model(run_for_sync) |
| 242 | + |
| 243 | + update_map: _SyncRowUpdateMap = {} |
| 244 | + set_processed_update_map_fields(update_map) |
| 245 | + set_unlock_update_map_fields(update_map) |
| 246 | + async with get_session_ctx() as session: |
| 247 | + now = get_current_datetime() |
| 248 | + resolve_now_placeholders(update_map, now=now) |
| 249 | + res2 = await session.execute( |
| 250 | + update(ServiceRouterWorkerSyncModel) |
| 251 | + .where( |
| 252 | + ServiceRouterWorkerSyncModel.id == item.id, |
| 253 | + ServiceRouterWorkerSyncModel.lock_token == item.lock_token, |
| 254 | + ) |
| 255 | + .values(**update_map) |
| 256 | + .returning(ServiceRouterWorkerSyncModel.id) |
| 257 | + ) |
| 258 | + if not list(res2.scalars().all()): |
| 259 | + log_lock_token_changed_after_processing(logger, item) |
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