Update: API, logic

README.md

@@ -12,7 +12,8 @@ docker compose --profile local up -d
 ## Run tests
 
 ```bash
-pip3 install pytest requests
+pip3 install pytest requests deepdiff
-IDP_HOST=https://sbt.idp.sdsrv.ai IDP_USERNAME=<username> IDP_PASSWORD=<password> python3 -m pytest --log-cli-level=DEBUG --capture=sys tests
+IDP_HOST=https://sbt.idp.sdsrv.ai IDP_USERNAME=sbt IDP_PASSWORD=7Eg4AbWIXDnufgn python3 -m pytest --log-cli-level=DEBUG --capture=sys tests
 ```
+IDP_HOST=http://ec2-13-212-90-87.ap-southeast-1.compute.amazonaws.com:9881 IDP_USERNAME=sbt IDP_PASSWORD=abc python3 -m pytest --log-cli-level=DEBUG --capture=sys tests
 

cope2n-ai-fi/modules/sdsvkvu

@@ -1 +1 @@
-Subproject commit 5eedd64e87c405918ad9fc37cb6163f8d04ce49d
+Subproject commit ec0d9a0a5a8c17c9a78165d1f78103951a2e138b

cope2n-api/Dockerfile

@@ -32,9 +32,9 @@ RUN pip install -r requirements.txt --no-cache-dir
 
 COPY --chown=${UID}:${GID} . /app
 
-RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/externals/sdsv_dewarp && pip3 install -v -e . --no-cache-dir
+RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsv_dewarp && pip3 install -v -e . --no-cache-dir
-RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/externals/sdsvtd && pip3 install -v -e . --no-cache-dir
+RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsvtd && pip3 install -v -e . --no-cache-dir
-RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/externals/sdsvtr && pip3 install -v -e . --no-cache-dir
+RUN cd /app/fwd_api/utils/sdsvkvu/sdsvkvu/externals/sdsvocr/sdsvocr/externals/sdsvtr && pip3 install -v -e . --no-cache-dir
 RUN cd /app/fwd_api/utils/sdsvkvu && pip3 install -v -e . --no-cache-dir
 
 # For intergration with sdskvu

cope2n-api/add_user.py

@@ -1,10 +0,0 @@
-from fwd_api.models.UserProfile import UserProfile
-from fwd_api.models.UserProfile import Subscription
-from fwd_api.models.UserProfile import PricingPlan
-
-def add_user(user_name, _id):
-    pricing_plan = PricingPlan(id=_id, code=10, token_limitations=1000000000, duration=1000000000)
-    user = UserProfile(id=_id, full_name=user_name)
-    subscription = Subscription(id=_id, current_token=0, limit_token=1000000000, pricing_plan=pricing_plan, )
-    
-

cope2n-api/fwd_api/api/accuracy_view.py

@@ -38,16 +38,16 @@ class AccuracyViewSet(viewsets.ViewSet):
             OpenApiParameter(
                 name='start_date',
                 location=OpenApiParameter.QUERY,
-                description='Start date (YYYY-mm-DDTHH:MM:SSZ)',
+                description='Start date (YYYY-mm-DD)',
                 type=OpenApiTypes.DATE,
-                default='2023-01-02T00:00:00+0700',
+                default='2023-01-02',
             ),
             OpenApiParameter(
                 name='end_date',
                 location=OpenApiParameter.QUERY,
-                description='End date (YYYY-mm-DDTHH:MM:SSZ)',
+                description='End date (YYYY-mm-DD',
                 type=OpenApiTypes.DATE,
-                default='2024-01-10T00:00:00+0700',
+                default='2024-01-10',
             ),
             OpenApiParameter(
                 name='includes_test',
@@ -62,6 +62,13 @@ class AccuracyViewSet(viewsets.ViewSet):
                 type=OpenApiTypes.STR,
                 enum=['reviewed', 'not_reviewed', 'all'],
             ),
+            OpenApiParameter(
+                name='is_required',
+                location=OpenApiParameter.QUERY,
+                description='Which records to be query',
+                type=OpenApiTypes.STR,
+                enum=['required', 'not_required'],
+            ),
             OpenApiParameter(
                 name='subsidiary',
                 location=OpenApiParameter.QUERY,
@@ -115,6 +122,7 @@ class AccuracyViewSet(viewsets.ViewSet):
             request_id = request.GET.get('request_id', None)
             with_redemption_id = request.GET.get('with_redemption_id', True)
             is_reviewed = request.GET.get('is_reviewed', None)
+            is_required = request.GET.get('is_required', None)
             include_test = request.GET.get('includes_test', False)
             subsidiary = request.GET.get("subsidiary", "all")
             max_accuracy = float(request.GET.get("max_accuracy", 100))
@@ -169,6 +177,11 @@ class AccuracyViewSet(viewsets.ViewSet):
                     base_query &= Q(is_reviewed=False)
                 elif is_reviewed == "all":
                     pass
+            if isinstance(is_required, str):
+                if is_required == "required":
+                    base_query &= Q(is_required=True)
+                elif is_required == "not_required":
+                    base_query &= Q(is_required=False)
             if isinstance(subsidiary, str):
                 if subsidiary.lower() != "seao":
                     if subsidiary not in list(settings.SUBS.keys()):
@@ -721,9 +734,13 @@ class AccuracyViewSet(viewsets.ViewSet):
             'multipart/form-data': {
                 'type': 'object',
                 'properties': {
-                    'reviewed_result': {
+                    'request_file_results': {
+                        'type': 'array',
+                        'items': {
                             'type': 'string',
-                        'default': '''{"request_id": "Sample request_id", "imei_number": ["sample_imei1", "sample_imei2"], "retailername": "Sample Retailer", "purchase_date": "01/01/1970", "sold_to_party": "Sample party", "invoice_no": "Sample Invoice no"}''',
+                            # 'format': 'binary',
+                            'default': '''{"request_file_id": "Sample request_id", "imei_number": "sample_imei1", "retailername": "Sample Retailer", "purchase_date": "01/01/1970", "sold_to_party": "Sample party", "invoice_no": "Sample Invoice no"}''',
+                        }
                     },
                 },
             },
@@ -851,43 +868,48 @@ class AccuracyViewSet(viewsets.ViewSet):
 
             if subscription_request.count() == 0:
                 raise NotFoundException(excArgs=request_id)
+            if "request_file_results" not in data or not isinstance(data.get("request_file_results", None), list):
+                raise InvalidException(excArgs='request_file_results')
+            # TODO: check if requestfiles all comes from the request_id
 
             subscription_request = subscription_request.first()
+            reviewed_result = data["request_file_results"]
+
+            requestfiles = []
+            for file_result in reviewed_result:
+                request_file_id = file_result.get("request_file_id", None)
+                if request_file_id is None:
+                    raise InvalidException("request_file_id")
                 subscription_request_files = SubscriptionRequestFile.objects.filter(
-                request=subscription_request.id)
+                    request=request_file_id)
+                if subscription_request_files.count() == 0:
+                    raise InvalidException(excArgs=f'request_file_id: {request_file_id}') 
                 
-            if "reviewed_result" not in data:
+                this_file = subscription_request_files.first()
-                raise InvalidException(excArgs=f'reviewed_result')
+                requestfiles.append(this_file)
-
+                sample_result = {
-            reviewed_result = data["reviewed_result"]
+                    "request_id": request_id,
-            if not subscription_request.predict_result:
-                raise InvalidException(excArgs=f'request_id')
-            validate_review(reviewed_result, len(subscription_request.predict_result.get(
-                "content", {}).get("document", [{}])[0].get("content", [{}, {}, {}, {}])[3].get("value", [])))
-            reviewed_result['request_id'] = request_id
-
-            for subscription_request_file in subscription_request_files:
-                if subscription_request_file.doc_type == 'invoice':
-                    subscription_request_file.reviewed_result = copy.deepcopy(
-                        reviewed_result)
-                    subscription_request_file.reviewed_result['imei_number'] = [
-                    ]
-                elif subscription_request_file.doc_type == 'imei':
-                    subscription_request_file.reviewed_result = {
                     "retailername": None,
                     "sold_to_party": None,
                     "invoice_no": None,
-                        "purchase_date": [],
+                    "purchase_date": None,
-                        "imei_number": []}
+                    "imei_number": []
-                    if len(reviewed_result["imei_number"])-1 >= subscription_request_file.index_in_request:
+                }
-                        subscription_request_file.reviewed_result["imei_number"] = [reviewed_result[
+                for k, v in file_result.items():
-                            "imei_number"][subscription_request_file.index_in_request]]
+                    if k in sample_result.keys():
-                subscription_request_file.save()
+                        if not isinstance(sample_result[k], list):
+                            sample_result[k] = v
+                        else:
+                            sample_result[k].append(v)
                 
-            subscription_request.reviewed_result = reviewed_result
+                if this_file.reviewed_result is not None:
-            subscription_request.reviewed_result['request_id'] = request_id
+                    this_file.reviewed_result.update(sample_result)
-            subscription_request.is_reviewed = True
+                else:
-            subscription_request.save()
+                    this_file.reviewed_result = sample_result
+            
+            for rf in requestfiles:
+                rf.is_reviewed = True
+                rf.save()
 
             return JsonResponse({'message': 'success.'}, status=200)
         else:

cope2n-api/fwd_api/celery_worker/process_report_tasks.py

@@ -141,6 +141,7 @@ def create_accuracy_report(report_id, **kwargs):
                 request.raw_accuracy = mean_list(rq_accuracy["reviewed"])
             elif len(rq_accuracy["feedback"]) > 0:
                 request.raw_accuracy = mean_list(rq_accuracy["feedback"])
+            request.is_required = request.raw_accuracy < settings.BAD_THRESHOLD
 
             request.save()
             number_images += request_att["total_images"]

cope2n-api/fwd_api/management/commands/migrate-datebase-edit-Lazada-reason.py

@@ -0,0 +1,67 @@
+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 = "retailername"
+VALUE = "Lazada"
+REASONS_TO_CONSIDER = ["invalid_image", "Invalid Input"]
+
+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, file):
+        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 image.reviewed_result.get(KEY, None)==VALUE and image.reason in REASONS_TO_CONSIDER:
+                        image.reason = ""
+                        image.counter_measures = ""
+                        image.save()
+                        file.write(str(image.code) + "\n")
+            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()
+
+        file = open("modified.txt", "w")
+        for request in tqdm(subcription_iter.iterator()):
+            self.process_request(request, file)
+        file.close()
+        self.stdout.write(self.style.SUCCESS('Sample Django management command executed successfully!'))

cope2n-api/fwd_api/management/commands/migrate-datebase-edit-None-invoice-no.py

@@ -48,7 +48,6 @@ class Command(BaseCommand):
         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

cope2n-api/fwd_api/migrations/0191_subscriptionrequest_is_required_and_more.py

@@ -0,0 +1,28 @@
+# Generated by Django 4.1.3 on 2024-05-15 09:57
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('fwd_api', '0190_rename_accuracy_subscriptionrequest_raw_accuracy'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='subscriptionrequest',
+            name='is_required',
+            field=models.BooleanField(default=True),
+        ),
+        migrations.AddField(
+            model_name='subscriptionrequestfile',
+            name='is_required',
+            field=models.BooleanField(default=True),
+        ),
+        migrations.AddField(
+            model_name='subscriptionrequestfile',
+            name='is_reviewed',
+            field=models.BooleanField(default=False),
+        ),
+    ]

cope2n-api/fwd_api/models/SubscriptionRequest.py

@@ -37,4 +37,5 @@ class SubscriptionRequest(models.Model):
     total_memory = models.FloatField(default=-1)
     gpu_stats = models.CharField(max_length=100, null=True)
     is_reviewed = models.BooleanField(default=False)
+    is_required = models.BooleanField(default=True)
     subsidiary = models.CharField(default="", null=True, max_length=200)

cope2n-api/fwd_api/models/SubscriptionRequestFile.py

@@ -25,6 +25,8 @@ class SubscriptionRequestFile(models.Model):
     processing_time = models.FloatField(default=-1) # in milisecond
     reason = models.TextField(blank=True)
     counter_measures = models.TextField(blank=True)
+    is_reviewed = models.BooleanField(default=False)
+    is_required = models.BooleanField(default=True)
     # subsidiary = models.CharField(default="", null=True, max_length=200) # save already in SubscriptionRequest
 
     predict_result = models.JSONField(null=True)

cope2n-api/fwd_api/utils/accuracy.py

@@ -791,6 +791,14 @@ def create_billing_data(subscription_requests):
             })
     return billing_data
 
+
+def avg_dict(data):
+    values = []
+    for k, v in data.items():
+        if isinstance(v, list):
+            values += v
+    return sum(values)/len(values) if len(values) > 0 else -1
+
 def calculate_a_request(report, request):
     def review_status_map(input):
         review_status = {-1: "Not Required",
@@ -827,7 +835,6 @@ def calculate_a_request(report, request):
     images = SubscriptionRequestFile.objects.filter(request=request, file_category=FileCategory.Origin.value)
     report_files = []
     for image in images:
-        
         status, att = calculate_subcription_file(image)
         atts.append(att)
         att["acc"]["feedback"], fb_max_indexes = acc_maximize_list_values(att["acc"]["feedback"])
@@ -835,6 +842,12 @@ def calculate_a_request(report, request):
 
         _att = copy.deepcopy(att)
 
+        fb_avg_acc = avg_dict(att["acc"]["feedback"])
+        rv_avg_acc = avg_dict(att["acc"]["reviewed"])
+
+        image.is_required = fb_avg_acc < settings.BAD_THRESHOLD
+        image.is_reviewed = rv_avg_acc > 0
+
         if image.processing_time < 0:
             continue
         if status != 200:

cope2n-api/fwd_api/utils/sdsvkvu

@@ -1 +1 @@
-Subproject commit 5eedd64e87c405918ad9fc37cb6163f8d04ce49d
+Subproject commit ec0d9a0a5a8c17c9a78165d1f78103951a2e138b

docker-compose-dev.yml

@@ -20,7 +20,7 @@ services:
     environment:
       - PYTHONPATH=${PYTHONPATH}:/workspace/cope2n-ai-fi  # For import module
       - CELERY_BROKER=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672
-      - CUDA_VISIBLE_DEVICES=0
+      - CUDA_VISIBLE_DEVICES=1
     volumes:
       - ./cope2n-ai-fi:/workspace/cope2n-ai-fi # for dev container only
     working_dir: /workspace/cope2n-ai-fi
@@ -89,12 +89,12 @@ services:
     depends_on:
       db-sbt:
         condition: service_started
-    command: sh -c "chmod -R 777 /app; sleep 5; python manage.py collectstatic --no-input &&
+    # command: sh -c "chmod -R 777 /app; sleep 5; python manage.py collectstatic --no-input &&
-                  python manage.py makemigrations &&
+    #               python manage.py makemigrations &&
-                  python manage.py migrate &&
+    #               python manage.py migrate &&
-                  python manage.py compilemessages &&
+    #               python manage.py compilemessages &&
-                  gunicorn fwd.asgi:application -k uvicorn.workers.UvicornWorker --timeout 300 -b 0.0.0.0:9000" # pre-makemigrations on prod
+    #               gunicorn fwd.asgi:application -k uvicorn.workers.UvicornWorker --timeout 300 -b 0.0.0.0:9000" # pre-makemigrations on prod
-    # command: "sleep infinity"
+    command: "sleep infinity"
 
   minio:
     image: minio/minio
@@ -179,8 +179,8 @@ services:
       - ./cope2n-api:/app
 
     working_dir: /app
-    command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 5"
+    # command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 5"
-    # command: bash -c "tail -f > /dev/null"
+    command: bash -c "tail -f > /dev/null"
 
   # Back-end persistent
   db-sbt:
@@ -196,7 +196,7 @@ services:
       - POSTGRES_PASSWORD=${DB_PASSWORD}
       - POSTGRES_DB=${DB_SCHEMA}
     ports:
-      - 15432:5432
+      - 54321:5432
 
   rabbitmq-sbt:
     mem_reservation: 600m
@@ -220,7 +220,7 @@ services:
     shm_size: 10gb
     privileged: true
     ports:
-      - 9881:80
+      - 29881:80
     depends_on:
       be-ctel-sbt:
         condition: service_started