76 lines
4.2 KiB
Python
76 lines
4.2 KiB
Python
# myapp/management/commands/mycustomcommand.py
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from django.core.management.base import BaseCommand
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from tqdm import tqdm
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from fwd_api.models import SubscriptionRequestFile, SubscriptionRequest
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from fwd_api.utils.accuracy import predict_result_to_ready
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import traceback
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import copy
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import csv
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class Command(BaseCommand):
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help = 'Refactor database for image level'
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def add_arguments(self, parser):
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# Add your command-line arguments here
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parser.add_argument('test', type=str, help='Value for the argument')
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def process_request(self, request, predict_result, user_feedback, reviewed_result, row):
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with open('countries.csv', 'w', encoding='UTF8') as of:
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writer = csv.writer(of)
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writer.writerow(['requestId','redemptionNumber','userSubmitResults','OCRResults','revisedResults_by_SDSRV','accuracy','processingTime','processingTime (by request)'])
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if len(request.request_id.split(".")[0].split("_")) < 2:
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return
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images = SubscriptionRequestFile.objects.filter(request=request)
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for i, image in enumerate(images):
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try:
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if not request.predict_result:
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raise KeyError(f"Key predict_result not found in {request.request_id}")
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if request.predict_result.get("status", 200) != 200:
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raise AttributeError(f"Failed request: {request.request_id}")
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for field in ['retailername', 'purchase_date', 'imei_number']:
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if image.feedback_result[field] == user_feedback:
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print(image.feedback_result)
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# _predict_result = copy.deepcopy(predict_result_to_ready(request.predict_result))
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# _feedback_result = copy.deepcopy(request.feedback_result)
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# _reviewed_result = copy.deepcopy(request.reviewed_result)
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# if image.doc_type == "invoice":
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# _predict_result[field] = predict_result
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# _predict_result["imei_number"] = []
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# if _feedback_result:
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# _feedback_result[field] = user_feedback
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# _feedback_result["imei_number"] = []
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# else:
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# None
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# if _reviewed_result:
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# _reviewed_result[field] = reviewed_result
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# _reviewed_result["imei_number"] = []
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# else:
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# None
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# else:
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# _predict_result = {"retailername": None, "sold_to_party": None, "purchase_date": [], "imei_number": [predict_result]}
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# _feedback_result = {"retailername": None, "sold_to_party": None, "purchase_date": None, "imei_number": [user_feedback]} if _feedback_result else None
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# _reviewed_result = {"retailername": None, "sold_to_party": None, "purchase_date": None, "imei_number": [reviewed_result]} if _reviewed_result else None
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# image.predict_result = _predict_result
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# image.feedback_result = _feedback_result
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# image.reviewed_result = _reviewed_result
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# image.save()
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else:
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writer.writerow(row)
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except Exception as e:
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self.stdout.write(self.style.ERROR(f"Request: {request.request_id} failed with {e}"))
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print(traceback.format_exc())
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continue
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def handle(self, *args, **options):
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test = options['test']
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#open csv file
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with open(test, 'r') as csvfile:
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reader = csv.reader(csvfile)
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for row in reader:
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self.process_request(SubscriptionRequest.objects.filter(request_id=row[0]), row[3], row[2], row[4], row)
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self.stdout.write(self.style.SUCCESS('Sample Django management command executed successfully!'))
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