diff --git a/cope2n-api/fwd_api/management/commands/migrate-database-120324.py b/cope2n-api/fwd_api/management/commands/migrate-database-120324.py new file mode 100644 index 0000000..5f4c5b3 --- /dev/null +++ b/cope2n-api/fwd_api/management/commands/migrate-database-120324.py @@ -0,0 +1,73 @@ +# 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 + +class Command(BaseCommand): + help = 'Move predict result to 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) + time_cost = {"imei": [], "invoice": [], "all": []} + if request.ai_inference_profile is None: + time_cost["imei"] = [-1 for _ in range(len(images))] + time_cost["invoice"] = [-1] + time_cost["all"] = [-1] + else: + for k, v in request.ai_inference_profile.items(): + time_cost[k.split("_")[0]].append(v["inference"][1][0] - v["inference"][0] + (v["postprocess"][1]-v["postprocess"][0])) + for i, image in enumerate(images): + try: + image.index_in_request = int(image.file_name.split(".")[0].split("_")[-1]) if len(image.file_name.split(".")[0].split("_")) > 4 else 0 + image.doc_type = image.file_name.split(".")[0].split("_")[1] if len(image.file_name.split(".")[0].split("_")) > 4 else "all" + image.processing_time = time_cost[image.doc_type][image.index_in_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"Failed request: {request.request_id}")) + return + _predict_result = copy.deepcopy(predict_result_to_ready(request.predict_result)) + + if image.doc_type == "invoice": + _predict_result["imei_number"] = [] + else: + _predict_result = {"retailername": None, "sold_to_party": None, "purchase_date": [], "imei_number": [_predict_result["imei_number"][image.index_in_request]]} + image.predict_result = _predict_result + 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') + 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!'))