diff --git a/cope2n-api/fwd_api/management/commands/migrate-database-fill-invoice-no.py b/cope2n-api/fwd_api/management/commands/migrate-database-fill-invoice-no.py new file mode 100644 index 0000000..6f7077b --- /dev/null +++ b/cope2n-api/fwd_api/management/commands/migrate-database-fill-invoice-no.py @@ -0,0 +1,81 @@ +# myapp/management/commands/mycustomcommand.py +from django.core.management.base import BaseCommand +from tqdm import tqdm +from fwd_api.models import SubscriptionRequestFile, SubscriptionRequest +from fwd_api.exception.exceptions import InvalidException +from fwd_api.utils.accuracy import predict_result_to_ready +import traceback +import copy +from django.utils import timezone + +KEY = "invoice_no" + +class Command(BaseCommand): + help = 'Refactor database for image level' + + def add_arguments(self, parser): + # Add your command-line arguments here + parser.add_argument('start', type=str, help='start date, sample: 2023-01-02T00:00:00+0700') + parser.add_argument('end', type=str, help='end date, sample: 2023-01-03T00:00:00+0700') + + def process_request(self, request): + if len(request.request_id.split(".")[0].split("_")) < 2: + return + images = SubscriptionRequestFile.objects.filter(request=request) + + if not request.predict_result: + self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}")) + return + if request.predict_result.get("status", 200) != 200: + self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}")) + return + + if isinstance(request.predict_result, dict): + invoice_no_exited = False + for value in request.predict_result["content"]["document"][0]["content"]: + if value["label"] == "invoice_no": + invoice_no_exited = True + if not invoice_no_exited: + request.predict_result["content"]["document"][0]["content"].insert(2, {"label": "invoice_no","value": None}) + if isinstance(request.feedback_result, dict): + request.feedback_result[KEY] = None + if isinstance(request.reviewed_result, dict): + _reviewed_result = copy.deepcopy(request.reviewed_result) + _reviewed_result[KEY] = None + request.reviewed_result = _reviewed_result + request.save() + + for i, image in enumerate(images): + try: + if isinstance(image.predict_result, dict): + # print(f"[INFO]: dict ... {request.predict_result}") + image.predict_result[KEY] = None + if isinstance(image.feedback_result, dict): + image.feedback_result[KEY] = None + if isinstance(image.reviewed_result, dict): + image.reviewed_result[KEY] = None + image.save() + except Exception as e: + self.stdout.write(self.style.ERROR(f"Request: {request.request_id} failed with {e}")) + print(traceback.format_exc()) + continue + + def handle(self, *args, **options): + start = options['start'] + end = options['end'] + + if start or end: + try: + start_date = timezone.datetime.strptime(start, '%Y-%m-%dT%H:%M:%S%z') # We care only about day precision only + end_date = timezone.datetime.strptime(end, '%Y-%m-%dT%H:%M:%S%z') + except Exception as e: + print(f"[INFO]: start: {start}") + print(f"[INFO]: end: {end}") + raise InvalidException(excArgs="Date format") + subcription_iter = SubscriptionRequest.objects.filter(created_at__range=(start_date, end_date)) + else: + subcription_iter = SubscriptionRequest.objects.all() + + for request in tqdm(subcription_iter.iterator()): + self.process_request(request) + self.stdout.write(self.style.SUCCESS('Sample Django management command executed successfully!')) \ No newline at end of file