from datetime import timedelta, datetime import platform from django.db.models import Q from django.utils.translation import ugettext as _ from django.core.cache.backends.locmem import CacheClass from celery.decorators import task, periodic_task from celery.task.control import inspect 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 LOCK_EXPIRE = 60 * 5 # Lock expires in 5 minutes local_cache = CacheClass([], {}) @task def task_process_queue_document(queue_document_id): queue_document = QueueDocument.objects.get(id=queue_document_id) 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() def reset_orphans(): i = inspect().active() active_tasks = [] orphans = [] if i: for host, instances in i.items(): for instance in instances: active_tasks.append(instance['id']) for document_queue in DocumentQueue.objects.filter(state=DOCUMENTQUEUE_STATE_ACTIVE): orphans = document_queue.queuedocument_set.\ filter(state=QUEUEDOCUMENT_STATE_PROCESSING).\ exclude(result__in=active_tasks) for orphan in orphans: orphan.result = _(u'Orphaned') orphan.state = QUEUEDOCUMENT_STATE_PENDING orphan.delay = False orphan.node_name = None orphan.save() @periodic_task(run_every=timedelta(seconds=QUEUE_PROCESSING_INTERVAL)) def task_process_document_queues(): lock_id = '%s-lock-%s' % ('task_process_document_queues', platform.node()) acquire_lock = lambda: local_cache.add(lock_id, 'true', LOCK_EXPIRE) release_lock = lambda: local_cache.delete(lock_id) if acquire_lock(): reset_orphans() 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 release_lock()