from datetime import timedelta, datetime import platform import time import random from django.db.models import Q from django.utils.translation import ugettext as _ from celery.decorators import task, periodic_task from ocr.api import do_document_ocr from ocr.literals import QUEUEDOCUMENT_STATE_PENDING, \ QUEUEDOCUMENT_STATE_PROCESSING, DOCUMENTQUEUE_STATE_ACTIVE, \ QUEUEDOCUMENT_STATE_ERROR from ocr.models import QueueDocument, DocumentQueue from ocr.conf.settings import NODE_CONCURRENT_EXECUTION from ocr.conf.settings import REPLICATION_DELAY from ocr.conf.settings import QUEUE_PROCESSING_INTERVAL @task def task_process_queue_document(queue_document_id): queue_document = QueueDocument.objects.get(id=queue_document_id) if queue_document.state == QUEUEDOCUMENT_STATE_PROCESSING: #Recheck to avoid race condition return queue_document.state = QUEUEDOCUMENT_STATE_PROCESSING queue_document.node_name = platform.node() queue_document.result = task_process_queue_document.request.id queue_document.save() try: do_document_ocr(queue_document.document) queue_document.delete() except Exception, e: queue_document.state = QUEUEDOCUMENT_STATE_ERROR queue_document.result = e queue_document.save() @periodic_task(run_every=timedelta(seconds=QUEUE_PROCESSING_INTERVAL)) def task_process_document_queues(): #Introduce random 0 < t < 1 second delay to further reduce the #chance of a race condition time.sleep(random.random()) q_pending = Q(state=QUEUEDOCUMENT_STATE_PENDING) q_delayed = Q(delay=True) q_delay_interval = Q(datetime_submitted__lt=datetime.now() - timedelta(seconds=REPLICATION_DELAY)) for document_queue in DocumentQueue.objects.filter(state=DOCUMENTQUEUE_STATE_ACTIVE): if QueueDocument.objects.filter( state=QUEUEDOCUMENT_STATE_PROCESSING).filter( node_name=platform.node()).count() < NODE_CONCURRENT_EXECUTION: try: oldest_queued_document_qs = document_queue.queuedocument_set.filter( (q_pending & ~q_delayed) | (q_pending & q_delayed & q_delay_interval)) if oldest_queued_document_qs: oldest_queued_document = oldest_queued_document_qs.order_by('datetime_submitted')[0] task_process_queue_document.delay(oldest_queued_document.id) except Exception, e: print 'DocumentQueueWatcher exception: %s' % e