Add: imei to list script

cope2n-api/fwd_api/management/commands/migrate-datebase-edit-nonlist-imei.py

@@ -0,0 +1,62 @@
+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 = "imei_number"
+
+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"Not a sucess request {request.request_id}"))
+            return
+        
+        for i, image in enumerate(images):
+            try:
+                if isinstance(image.reviewed_result, dict):
+                    # print(f"[INFO]: dict ... {request.predict_result}")
+                    if isinstance(image.reviewed_result[KEY], str):
+                        image.reviewed_result[KEY] = [image.reviewed_result[KEY]]
+                        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!'))