from logging import getLogger from queue import Queue, Empty from threading import Thread, Event from time import time from typing import Iterable, List from sqlalchemy import and_, or_, inspect as schema_inspect from sqlalchemy.orm import Session from sqlalchemy.sql.elements import Null from ._base import Entity class EntitiesEngine(Thread): # Processing queue timeout in seconds _queue_timeout = 5. def __init__(self): obj_name = self.__class__.__name__ super().__init__(name=obj_name) self.logger = getLogger(name=obj_name) self._queue = Queue() self._should_stop = Event() def post(self, *entities: Entity): for entity in entities: self._queue.put(entity) @property def should_stop(self) -> bool: return self._should_stop.is_set() def stop(self): self._should_stop.set() def run(self): super().run() self.logger.info('Started entities engine') while not self.should_stop: msgs = [] last_poll_time = time() while not self.should_stop and ( time() - last_poll_time < self._queue_timeout): try: msg = self._queue.get(block=True, timeout=0.5) except Empty: continue if msg: msgs.append(msg) if not msgs or self.should_stop: continue self._process_entities(*msgs) self.logger.info('Stopped entities engine') def _get_if_exist(self, session: Session, entities: Iterable[Entity]) -> Iterable[Entity]: existing_entities = { (entity.external_id or entity.name, entity.plugin): entity for entity in session.query(Entity).filter( or_(*[ and_(Entity.external_id == entity.external_id, Entity.plugin == entity.plugin) if entity.external_id is not None else and_(Entity.name == entity.name, Entity.plugin == entity.plugin) for entity in entities ]) ).all() } return [ existing_entities.get( (entity.external_id or entity.name, entity.plugin), None ) for entity in entities ] def _merge_entities( self, entities: List[Entity], existing_entities: List[Entity] ) -> List[Entity]: new_entities = [] for i, entity in enumerate(entities): existing_entity = existing_entities[i] if existing_entity: inspector = schema_inspect(entity.__class__) columns = [col.key for col in inspector.mapper.column_attrs] for col in columns: new_value = getattr(entity, col) if new_value is not None and new_value.__class__ != Null: setattr(existing_entity, col, getattr(entity, col)) new_entities.append(existing_entity) else: new_entities.append(entity) return new_entities def _process_entities(self, *entities: Entity): from platypush.context import get_plugin with get_plugin('db').get_session() as session: # type: ignore existing_entities = self._get_if_exist(session, entities) entities = self._merge_entities(entities, existing_entities) # type: ignore session.add_all(entities) session.commit()