Merge pull request #121 from SDSRV-IDP/BE/remove_validation

Be/remove validation

cope2n-api/fwd_api/celery_worker/internal_task.py

@@ -127,7 +127,7 @@ def process_csv_feedback(csv_file_path, feedback_id):
                     print(f"[ERROR] image.doc_type: {image.doc_type} - image.index_in_request: {image.index_in_request} - time_cost: {time_cost} - {e}")
                 if not validate_feedback_file(_feedback_result, _predict_result):
                     status[request_id] = "Missalign imei number between feedback and predict"
-                    continue
+                    # continue
                 if image.doc_type == "invoice":
                     _predict_result["imei_number"] = []
                     if _feedback_result:
@@ -136,7 +136,7 @@ def process_csv_feedback(csv_file_path, feedback_id):
                 else:
                     try:
                         _predict_result = {"retailername": None, "sold_to_party": None, "invoice_no": None, "purchase_date": [], "imei_number": [_predict_result["imei_number"][image.index_in_request]]}
-                        _feedback_result = {"retailername": None, "sold_to_party": None, "invoice_no": None, "purchase_date": None, "imei_number": [_feedback_result["imei_number"][image.index_in_request]]} if _feedback_result else None
+                        _feedback_result = {"retailername": None, "sold_to_party": None, "invoice_no": None, "purchase_date": None, "imei_number": [_feedback_result["imei_number"][image.index_in_request]]} if _feedback_result and len(_feedback_result["imei_number"]) > image.index_in_request else None
                     except Exception as e:
                         print (f"[ERROR]: {request_id} - {e}")
                 image.predict_result = _predict_result

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!'))

cope2n-api/fwd_api/utils/accuracy.py

@@ -529,6 +529,7 @@ def validate_feedback_file(feedback, predict):
         num_imei_predict = len(predict.get("imei_number", []))
         if num_imei_feedback != num_imei_predict:
             return False
+        feedback["imei_number"] = imei_feedback
     return True
 
 def first_of_list(the_list):