626 lines
27 KiB
Python
626 lines
27 KiB
Python
from rest_framework import status, viewsets
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from rest_framework.decorators import action
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from rest_framework.response import Response
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from django.core.paginator import Paginator
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from django.http import JsonResponse
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from django.utils import timezone
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from django.db.models import Q
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import uuid
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from drf_spectacular.utils import extend_schema, OpenApiParameter, OpenApiTypes
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# from drf_spectacular.types import OpenApiString
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import json
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from ..exception.exceptions import InvalidException, RequiredFieldException
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from ..models import SubscriptionRequest, Report, ReportFile
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from ..utils.accuracy import shadow_report, MonthReportAccumulate
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from ..utils.file import validate_report_list
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from ..utils.process import string_to_boolean
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def first_of_list(the_list):
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if not the_list:
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return None
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return the_list[0]
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class AccuracyViewSet(viewsets.ViewSet):
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lookup_field = "username"
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@extend_schema(
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parameters=[
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OpenApiParameter(
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name='start_date',
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location=OpenApiParameter.QUERY,
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description='Start date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2023-01-02T00:00:00+0700',
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),
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OpenApiParameter(
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name='end_date',
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location=OpenApiParameter.QUERY,
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description='End date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2024-01-10T00:00:00+0700',
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),
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OpenApiParameter(
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name='include_test',
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location=OpenApiParameter.QUERY,
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description='Whether to include test record or not',
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type=OpenApiTypes.BOOL,
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),
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OpenApiParameter(
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name='is_reviewed',
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location=OpenApiParameter.QUERY,
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description='Which records to be query',
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type=OpenApiTypes.STR,
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enum=['reviewed', 'not reviewed', 'all'],
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),
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OpenApiParameter(
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name='request_id',
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location=OpenApiParameter.QUERY,
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description='Specific request id',
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type=OpenApiTypes.STR,
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),
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OpenApiParameter(
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name='redemption_id',
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location=OpenApiParameter.QUERY,
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description='Specific redemption id',
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type=OpenApiTypes.STR,
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),
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OpenApiParameter(
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name='page',
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location=OpenApiParameter.QUERY,
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description='Page number',
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type=OpenApiTypes.INT,
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required=False
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),
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OpenApiParameter(
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name='page_size',
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location=OpenApiParameter.QUERY,
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description='Number of items per page',
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type=OpenApiTypes.INT,
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required=False
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),
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],
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responses=None, tags=['Accuracy']
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)
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@action(detail=False, url_path="request_list", methods=["GET"])
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def get_request_list(self, request):
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if request.method == 'GET':
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start_date_str = request.GET.get('start_date')
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end_date_str = request.GET.get('end_date')
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page_number = int(request.GET.get('page', 1))
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page_size = int(request.GET.get('page_size', 10))
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request_id = request.GET.get('request_id', None)
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redemption_id = request.GET.get('redemption_id', None)
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is_reviewed = request.GET.get('is_reviewed', None)
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include_test = request.GET.get('include_test', False)
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try:
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start_date = timezone.datetime.strptime(start_date_str, '%Y-%m-%dT%H:%M:%S%z')
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end_date = timezone.datetime.strptime(end_date_str, '%Y-%m-%dT%H:%M:%S%z')
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except ValueError:
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raise InvalidException(excArgs="Date format")
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base_query = Q(created_at__range=(start_date, end_date))
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if request_id:
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base_query &= Q(request_id=request_id)
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if redemption_id:
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base_query &= Q(redemption_id=redemption_id)
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base_query &= Q(is_test_request=False)
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if isinstance(include_test, str):
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include_test = True if include_test=="true" else False
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if include_test:
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# base_query = ~base_query
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base_query.children = base_query.children[:-1]
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elif isinstance(include_test, bool):
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if include_test:
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base_query = ~base_query
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if isinstance(is_reviewed, str):
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if is_reviewed == "reviewed":
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base_query &= Q(is_reviewed=True)
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elif is_reviewed == "not reviewed":
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base_query &= Q(is_reviewed=False)
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elif is_reviewed == "all":
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pass
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subscription_requests = SubscriptionRequest.objects.filter(base_query).order_by('created_at')
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paginator = Paginator(subscription_requests, page_size)
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page = paginator.get_page(page_number)
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data = []
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for request in page:
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imeis = []
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purchase_date = []
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retailer = ""
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try:
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if request.reviewed_result is not None:
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imeis = request.reviewed_result.get("imei_number", [])
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purchase_date = request.reviewed_result.get("purchase_date", [])
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retailer = request.reviewed_result.get("retailername", "")
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elif request.feedback_result is not None :
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imeis = request.feedback_result.get("imei_number", [])
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purchase_date = request.feedback_result.get("purchase_date", [])
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retailer = request.feedback_result.get("retailername", "")
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elif request.predict_result is not None:
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if request.predict_result.get("status", 404) == 200:
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imeis = request.predict_result.get("content", {}).get("document", [])[0].get("content", [])[3].get("value", [])
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purchase_date = request.predict_result.get("content", {}).get("document", [])[0].get("content", [])[2].get("value", [])
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retailer = request.predict_result.get("content", {}).get("document", [])[0].get("content", [])[0].get("value", [])
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except Exception as e:
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print(f"[ERROR]: {e}")
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print(f"[ERROR]: {request}")
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data.append({
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'RequestID': request.request_id,
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'RedemptionID': request.redemption_id,
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'IMEIs': imeis,
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'Purchase Date': purchase_date,
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'Retailer': retailer,
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'Client Request Time (ms)': request.client_request_time,
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'Server Processing Time (ms)': request.preprocessing_time + request.ai_inference_time,
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'Is Reviewed': request.is_reviewed,
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# 'Is Bad Quality': request.is_bad_image_quality,
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'created_at': request.created_at.isoformat()
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})
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response = {
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'subscription_requests': data,
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'page': {
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'number': page.number,
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'total_pages': page.paginator.num_pages,
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'count': page.paginator.count,
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}
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}
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return JsonResponse(response)
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return JsonResponse({'error': 'Invalid request method.'}, status=405)
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@extend_schema(
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parameters=[
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OpenApiParameter(
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name='is_daily_report',
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location=OpenApiParameter.QUERY,
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description='Whether to include test record or not',
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type=OpenApiTypes.BOOL,
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),
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OpenApiParameter(
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name='start_date',
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location=OpenApiParameter.QUERY,
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description='Start date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2023-01-02T00:00:00+0700',
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),
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OpenApiParameter(
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name='end_date',
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location=OpenApiParameter.QUERY,
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description='End date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2024-01-10T00:00:00+0700',
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),
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OpenApiParameter(
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name='include_test',
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location=OpenApiParameter.QUERY,
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description='Whether to include test record or not',
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type=OpenApiTypes.BOOL,
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),
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OpenApiParameter(
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name='is_reviewed',
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location=OpenApiParameter.QUERY,
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description='Which records to be query',
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type=OpenApiTypes.STR,
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enum=['reviewed', 'not reviewed', 'all'],
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),
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OpenApiParameter(
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name='request_id',
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location=OpenApiParameter.QUERY,
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description='Specific request id',
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type=OpenApiTypes.STR,
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),
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OpenApiParameter(
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name='redemption_id',
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location=OpenApiParameter.QUERY,
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description='Specific redemption id',
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type=OpenApiTypes.STR,
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),
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OpenApiParameter(
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name='subsidiary',
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location=OpenApiParameter.QUERY,
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description='Subsidiary',
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type=OpenApiTypes.STR,
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),
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],
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responses=None, tags=['Accuracy']
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)
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@action(detail=False, url_path="make_report", methods=["GET"])
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def make_report(self, request):
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if request.method == 'GET':
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start_date_str = request.GET.get('start_date')
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end_date_str = request.GET.get('end_date')
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request_id = request.GET.get('request_id', None)
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redemption_id = request.GET.get('redemption_id', None)
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is_reviewed = string_to_boolean(request.data.get('is_reviewed', "false"))
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include_test = string_to_boolean(request.data.get('include_test', "false"))
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subsidiary = request.GET.get("subsidiary", "all")
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is_daily_report = string_to_boolean(request.data.get('is_daily_report', "false"))
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try:
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start_date = timezone.datetime.strptime(start_date_str, '%Y-%m-%dT%H:%M:%S%z')
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end_date = timezone.datetime.strptime(end_date_str, '%Y-%m-%dT%H:%M:%S%z')
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except ValueError:
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raise InvalidException(excArgs="Date format")
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query_set = {"start_date_str": start_date_str,
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"end_date_str": end_date_str,
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"request_id": request_id,
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"redemption_id": redemption_id,
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"is_reviewed": is_reviewed,
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"include_test": include_test,
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"subsidiary": subsidiary,
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"is_daily_report": is_daily_report,
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}
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report_id = "report" + "_" + timezone.datetime.now().strftime("%Y%m%d%H%M%S%z") + "_" + uuid.uuid4().hex
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new_report: Report = Report(
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report_id=report_id,
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is_daily_report=is_daily_report,
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subsidiary=subsidiary.lower().replace(" ", ""),
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include_test=include_test,
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include_reviewed=is_reviewed,
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start_at=start_date,
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end_at=end_date,
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)
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new_report.save()
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# Background job to calculate accuracy
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shadow_report(report_id, query_set)
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return JsonResponse(status=status.HTTP_200_OK, data={"report_id": report_id})
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@extend_schema(
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parameters=[
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OpenApiParameter(
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name='report_id',
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location=OpenApiParameter.QUERY,
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description='Specific report id',
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type=OpenApiTypes.STR,
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),
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OpenApiParameter(
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name='page',
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location=OpenApiParameter.QUERY,
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description='Page number',
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type=OpenApiTypes.INT,
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required=False
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),
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OpenApiParameter(
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name='page_size',
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location=OpenApiParameter.QUERY,
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description='Number of items per page',
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type=OpenApiTypes.INT,
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required=False
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),
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],
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responses=None, tags=['Accuracy']
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)
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@action(detail=False, url_path="report_detail_list", methods=["GET"])
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def get_report_detail_list(self, request):
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if request.method == 'GET':
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report_id = request.GET.get('report_id', None)
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page_number = int(request.GET.get('page', 1))
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page_size = int(request.GET.get('page_size', 10))
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report = Report.objects.filter(report_id=report_id).first()
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report_files = ReportFile.objects.filter(report=report)
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paginator = Paginator(report_files, page_size)
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page = paginator.get_page(page_number)
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data = []
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for report_file in page:
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data.append({
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"Request ID": report_file.correspond_request_id,
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"Redemption Number": report_file.correspond_redemption_id,
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"Image type": report_file.doc_type,
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"IMEI_user submitted": first_of_list(report_file.feedback_result.get("imei_number", [None])),
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"IMEI_OCR retrieved": first_of_list(report_file.predict_result.get("imei_number", [None])),
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"IMEI1 Accuracy": first_of_list(report_file.feedback_accuracy.get("imei_number", [None])),
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"Invoice_Purchase Date_Consumer": report_file.feedback_result.get("purchase_date", None),
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"Invoice_Purchase Date_OCR": report_file.predict_result.get("purchase_date", []),
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"Invoice_Purchase Date Accuracy": first_of_list(report_file.feedback_accuracy.get("purchase_date", [None])),
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"Invoice_Retailer_Consumer": report_file.feedback_result.get("retailername", None),
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"Invoice_Retailer_OCR": report_file.predict_result.get("retailername", None),
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"Invoice_Retailer Accuracy": first_of_list(report_file.feedback_accuracy.get("retailername", [None])),
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"OCR Image Accuracy": report_file.acc,
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"OCR Image Speed (seconds)": report_file.time_cost,
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"Reviewed?": "No",
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"Bad Image Reasons": report_file.bad_image_reason,
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"Countermeasures": report_file.counter_measures,
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"IMEI_Revised Accuracy": first_of_list(report_file.reviewed_accuracy.get("imei_number", [None])),
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"Purchase Date_Revised Accuracy": first_of_list(report_file.reviewed_accuracy.get("purchase_date", [None])),
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"Retailer_Revised Accuracy": first_of_list(report_file.reviewed_accuracy.get("retailername", [None])),
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})
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response = {
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'report_detail': data,
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'page': {
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'number': page.number,
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'total_pages': page.paginator.num_pages,
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'count': page.paginator.count,
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}
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}
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return JsonResponse(response, status=200)
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return JsonResponse({'error': 'Invalid request method.'}, status=405)
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@extend_schema(
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parameters=[
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OpenApiParameter(
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name='start_date',
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location=OpenApiParameter.QUERY,
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description='Start date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2023-01-02T00:00:00+0700',
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),
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OpenApiParameter(
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name='end_date',
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location=OpenApiParameter.QUERY,
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description='End date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2024-01-10T00:00:00+0700',
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),
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OpenApiParameter(
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name='daily_report_only',
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location=OpenApiParameter.QUERY,
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description='Specific report id',
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type=OpenApiTypes.BOOL,
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),
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OpenApiParameter(
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name='page',
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location=OpenApiParameter.QUERY,
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description='Page number',
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type=OpenApiTypes.INT,
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required=False
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),
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OpenApiParameter(
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name='page_size',
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location=OpenApiParameter.QUERY,
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description='Number of items per page',
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type=OpenApiTypes.INT,
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required=False
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),
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],
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responses=None, tags=['Accuracy']
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)
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@action(detail=False, url_path="report_list", methods=["GET"])
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def get_report_list(self, request):
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if request.method == 'GET':
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daily_report_only = request.GET.get('daily_report_only', False)
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start_date_str = request.GET.get('start_date', "")
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end_date_str = request.GET.get('end_date', "")
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page_number = int(request.GET.get('page', 1))
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page_size = int(request.GET.get('page_size', 10))
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if not start_date_str or not end_date_str:
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reports = Report.objects.all()
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else:
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try:
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start_date = timezone.datetime.strptime(start_date_str, '%Y-%m-%dT%H:%M:%S%z')
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end_date = timezone.datetime.strptime(end_date_str, '%Y-%m-%dT%H:%M:%S%z')
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except ValueError:
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raise InvalidException(excArgs="Date format")
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base_query = Q(created_at__range=(start_date, end_date))
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if daily_report_only:
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base_query &= Q(is_daily_report=True)
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reports = Report.objects.filter(base_query).order_by('created_at')
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paginator = Paginator(reports, page_size)
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page = paginator.get_page(page_number)
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data = []
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for report in page:
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data.append({
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"ID": report.id,
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"Created Date": report.created_at,
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"No. Requests": report.number_request,
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"Status": report.status,
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"Purchase Date Acc": report.reviewed_accuracy.get("purchase_date", None) if report.reviewed_accuracy else None,
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"Retailer Acc": report.feedback_accuracy.get("retailername", None) if report.reviewed_accuracy else None,
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"IMEI Acc": report.feedback_accuracy.get("imei_number", None) if report.reviewed_accuracy else None,
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"Avg. Accuracy": report.feedback_accuracy.get("avg", None) if report.reviewed_accuracy else None,
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"Avg. Client Request Time": report.average_client_time.get("avg", 0) if report.average_client_time else 0,
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"Avg. OCR Processing Time": report.average_OCR_time.get("avg", 0) if report.average_client_time else 0,
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"report_id": report.report_id,
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})
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response = {
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'report_detail': data,
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'page': {
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'number': page.number,
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'total_pages': page.paginator.num_pages,
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'count': page.paginator.count,
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}
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}
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return JsonResponse(response, status=200)
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return JsonResponse({'error': 'Invalid request method.'}, status=405)
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@extend_schema(
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parameters=[
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OpenApiParameter(
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name='start_date',
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location=OpenApiParameter.QUERY,
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description='Start date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2023-01-02T00:00:00+0700',
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),
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OpenApiParameter(
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name='end_date',
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location=OpenApiParameter.QUERY,
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description='End date (YYYY-mm-DDTHH:MM:SSZ)',
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type=OpenApiTypes.DATE,
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default='2024-01-10T00:00:00+0700',
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),
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OpenApiParameter(
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name='subsidiary',
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location=OpenApiParameter.QUERY,
|
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description='Subsidiary',
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type=OpenApiTypes.STR,
|
|
),
|
|
OpenApiParameter(
|
|
name='page',
|
|
location=OpenApiParameter.QUERY,
|
|
description='Page number',
|
|
type=OpenApiTypes.INT,
|
|
required=False
|
|
),
|
|
OpenApiParameter(
|
|
name='page_size',
|
|
location=OpenApiParameter.QUERY,
|
|
description='Number of items per page',
|
|
type=OpenApiTypes.INT,
|
|
required=False
|
|
),
|
|
],
|
|
responses=None, tags=['Accuracy']
|
|
)
|
|
@action(detail=False, url_path="overview", methods=["GET"])
|
|
def overview(self, request):
|
|
if request.method == 'GET':
|
|
subsidiary = request.GET.get('subsidiary', None)
|
|
start_date_str = request.GET.get('start_date', "")
|
|
end_date_str = request.GET.get('end_date', "")
|
|
page_number = int(request.GET.get('page', 1))
|
|
page_size = int(request.GET.get('page_size', 10))
|
|
|
|
|
|
if not start_date_str or not end_date_str:
|
|
reports = Report.objects.all()
|
|
else:
|
|
try:
|
|
start_date = timezone.datetime.strptime(start_date_str, '%Y-%m-%dT%H:%M:%S%z')
|
|
end_date = timezone.datetime.strptime(end_date_str, '%Y-%m-%dT%H:%M:%S%z')
|
|
except ValueError:
|
|
raise InvalidException(excArgs="Date format")
|
|
base_query = Q(created_at__range=(start_date, end_date))
|
|
if subsidiary:
|
|
base_query &= Q(subsidiary=subsidiary)
|
|
base_query &= Q(is_daily_report=True)
|
|
reports = Report.objects.filter(base_query).order_by('created_at')
|
|
|
|
paginator = Paginator(reports, page_size)
|
|
page = paginator.get_page(page_number)
|
|
|
|
data = []
|
|
this_month_report = MonthReportAccumulate()
|
|
for report in page:
|
|
res = this_month_report.add(report)
|
|
if not(res):
|
|
_, _data, total = this_month_report()
|
|
data += [total]
|
|
data += _data
|
|
this_month_report = MonthReportAccumulate()
|
|
this_month_report.add(report)
|
|
else:
|
|
continue
|
|
_, _data, total = this_month_report()
|
|
data += [total]
|
|
data += _data
|
|
|
|
response = {
|
|
'overview_data': data,
|
|
'page': {
|
|
'number': page.number,
|
|
'total_pages': page.paginator.num_pages,
|
|
'count': page.paginator.count,
|
|
}
|
|
}
|
|
return JsonResponse(response, status=200)
|
|
|
|
return JsonResponse({'error': 'Invalid request method.'}, status=405)
|
|
|
|
|
|
class RequestViewSet(viewsets.ViewSet):
|
|
lookup_field = "username"
|
|
|
|
@extend_schema(request = {
|
|
'multipart/form-data': {
|
|
'type': 'object',
|
|
'properties': {
|
|
'reviewed_result': {
|
|
'type': 'string',
|
|
},
|
|
}
|
|
},
|
|
}, responses=None, tags=['Request']
|
|
)
|
|
@action(detail=False, url_path=r"request/(?P<request_id>[\w\-]+)", methods=["GET", "POST"])
|
|
def get_subscription_request(self, request, request_id=None):
|
|
if request.method == 'GET':
|
|
base_query = Q(request_id=request_id)
|
|
|
|
subscription_request = SubscriptionRequest.objects.filter(base_query).first()
|
|
|
|
data = []
|
|
|
|
imeis = []
|
|
purchase_date = []
|
|
retailer = ""
|
|
try:
|
|
if subscription_request.reviewed_result is not None:
|
|
imeis = subscription_request.reviewed_result.get("imei_number", [])
|
|
purchase_date = subscription_request.reviewed_result.get("purchase_date", [])
|
|
retailer = subscription_request.reviewed_result.get("retailername", "")
|
|
elif subscription_request.feedback_result is not None :
|
|
imeis = subscription_request.feedback_result.get("imei_number", [])
|
|
purchase_date = subscription_request.feedback_result.get("purchase_date", [])
|
|
retailer = subscription_request.feedback_result.get("retailername", "")
|
|
elif subscription_request.predict_result is not None:
|
|
if subscription_request.predict_result.get("status", 404) == 200:
|
|
imeis = subscription_request.predict_result.get("content", {}).get("document", [])[0].get("content", [])[3].get("value", [])
|
|
purchase_date = subscription_request.predict_result.get("content", {}).get("document", [])[0].get("content", [])[2].get("value", [])
|
|
retailer = subscription_request.predict_result.get("content", {}).get("document", [])[0].get("content", [])[0].get("value", [])
|
|
except Exception as e:
|
|
print(f"[ERROR]: {e}")
|
|
print(f"[ERROR]: {subscription_request}")
|
|
data.append({
|
|
'RequestID': subscription_request.request_id,
|
|
'RedemptionID': subscription_request.redemption_id,
|
|
'IMEIs': imeis,
|
|
'Purchase Date': purchase_date,
|
|
'Retailer': retailer,
|
|
'Reviewed result': subscription_request.reviewed_result,
|
|
'Feedback result': subscription_request.feedback_result,
|
|
'Client Request Time (ms)': subscription_request.client_request_time,
|
|
'Server Processing Time (ms)': subscription_request.preprocessing_time + subscription_request.ai_inference_time,
|
|
'Is Reviewed': subscription_request.is_reviewed,
|
|
# 'Is Bad Quality': subscription_request.is_bad_image_quality,
|
|
'created_at': subscription_request.created_at.isoformat(),
|
|
'updated_at': subscription_request.updated_at.isoformat()
|
|
})
|
|
|
|
response = {
|
|
'subscription_requests': data
|
|
}
|
|
|
|
return JsonResponse(response)
|
|
|
|
elif request.method == 'POST':
|
|
data = request.data
|
|
|
|
base_query = Q(request_id=request_id)
|
|
|
|
subscription_request = SubscriptionRequest.objects.filter(base_query).first()
|
|
|
|
reviewed_result = json.loads(data["reviewed_result"][1:-1])
|
|
for field in ['retailername', 'sold_to_party', 'purchase_date', 'imei_number']:
|
|
if not field in reviewed_result.keys():
|
|
raise RequiredFieldException(excArgs=f'reviewed_result.{field}')
|
|
subscription_request.reviewed_result = reviewed_result
|
|
subscription_request.reviewed_result['request_id'] = request_id
|
|
subscription_request.is_reviewed = True
|
|
subscription_request.save()
|
|
|
|
return JsonResponse({'message': 'success.'}, status=200)
|
|
else:
|
|
return JsonResponse({'error': 'Invalid request method.'}, status=405)
|