|
| 1 | +import tornado.web |
| 2 | +from tornado import gen |
| 3 | + |
| 4 | +from bothub_nlp_celery.actions import ACTION_EVALUATE, queue_name |
| 5 | +from bothub_nlp_celery.tasks import TASK_NLU_EVALUATE_UPDATE |
| 6 | +from bothub_nlp_celery.app import celery_app |
| 7 | +from bothub_nlp import settings as bothub_nlp_settings |
| 8 | + |
| 9 | +from . import ApiHandler |
| 10 | +from ..utils import ValidationError |
| 11 | +from ..utils import authorization_required |
| 12 | +from ..utils import AuthorizationIsRequired |
| 13 | +from ..utils import NEXT_LANGS |
| 14 | + |
| 15 | + |
| 16 | +EVALUATE_STATUS_EVALUATED = 'evaluated' |
| 17 | +EVALUATE_STATUS_FAILED = 'failed' |
| 18 | + |
| 19 | + |
| 20 | +class EvaluateHandler(ApiHandler): |
| 21 | + @tornado.web.asynchronous |
| 22 | + @gen.engine |
| 23 | + @authorization_required |
| 24 | + def post(self): |
| 25 | + language = self.get_argument('language', default=None) |
| 26 | + |
| 27 | + if language and ( |
| 28 | + language not in bothub_nlp_settings.SUPPORTED_LANGUAGES.keys() and |
| 29 | + language not in NEXT_LANGS.keys() |
| 30 | + ): |
| 31 | + raise ValidationError( |
| 32 | + 'Language \'{}\' not supported by now.'.format(language), |
| 33 | + field='language') |
| 34 | + |
| 35 | + repository_authorization = self.repository_authorization() |
| 36 | + if not repository_authorization: |
| 37 | + raise AuthorizationIsRequired() |
| 38 | + |
| 39 | + repository = repository_authorization.repository |
| 40 | + update = repository.last_trained_update(language) |
| 41 | + |
| 42 | + if not update: |
| 43 | + raise ValidationError( |
| 44 | + 'This repository has never been trained', |
| 45 | + field='language') |
| 46 | + |
| 47 | + try: |
| 48 | + evaluate_task = celery_app.send_task( |
| 49 | + TASK_NLU_EVALUATE_UPDATE, |
| 50 | + args=[ |
| 51 | + update.id, |
| 52 | + repository_authorization.user.id, |
| 53 | + ], |
| 54 | + queue=queue_name(ACTION_EVALUATE, update.language)) |
| 55 | + evaluate_task.wait() |
| 56 | + evaluate = evaluate_task.result |
| 57 | + evaluate_report = { |
| 58 | + 'language': language, |
| 59 | + 'status': EVALUATE_STATUS_EVALUATED, |
| 60 | + 'update_id': update.id, |
| 61 | + 'evaluate_id': evaluate.get('id'), |
| 62 | + 'evaluate_version': evaluate.get('version'), |
| 63 | + } |
| 64 | + except Exception as e: |
| 65 | + from .. import logger |
| 66 | + logger.exception(e) |
| 67 | + |
| 68 | + evaluate_report = { |
| 69 | + 'status': EVALUATE_STATUS_FAILED, |
| 70 | + 'error': str(e), |
| 71 | + } |
| 72 | + |
| 73 | + self.finish(evaluate_report) |
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