update: script
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@ -14,8 +14,12 @@ from django.utils import timezone
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IMAGE_DIRS = ["/external_data/SGGE", "/external_data/zipsGwp1", "/external_data/zipsGwp2", "/external_data/zipsGwp3", "/external_data/zipsGwp4", "/external_data/zipsEvoucher"]
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# IMAGE_DIRS = ["/external_data/SGGE"]
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image_extensions = ['*.jpg', '*.jpeg', '*.png', '*.gif']
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pdf_extensions = ['*.pdf']
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image_extensions = ['*.jpg', '*.jpeg', '*.png', '*.gif', '*.JPG', '*.JPEG', '*.PNG', '*.GÌ']
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pdf_extensions = ['*.pdf', '*.PDF']
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IGNORE_MULTIPLE_IMAGE = True
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BET_ON_FIRST_IMAGE = True # Try to upload the first image to monoimage-request
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PROVIDED_MONO_REDEMPTION_MAKE_IT_INVOICE = ["SG"]
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class Command(BaseCommand):
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help = 'Refactor database for image level'
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@ -30,10 +34,13 @@ class Command(BaseCommand):
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for redemtion_dir in redemtion_dirs:
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redemptions = os.listdir(redemtion_dir)
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for redemption in redemptions:
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if "." + redemption.split(".")[-1] in image_extensions + pdf_extensions + [".csv", ".zip"]:
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continue # ignore non-folder
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files_in_dir = []
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for ext in image_extensions + pdf_extensions:
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files_in_dir.extend(glob.glob(os.path.join(redemtion_dir, redemption, ext)))
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redemption = redemption.replace("Data", "")
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files_in_dir = sorted(files_in_dir)
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redemption = redemption.replace("Data", "").replace("(pdf)", "")
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if prepared_data.get(redemption, None):
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prepared_data[redemption]["image_paths"] += files_in_dir
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prepared_data[redemption]["pages"] += len(files_in_dir)
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@ -42,29 +49,23 @@ class Command(BaseCommand):
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return prepared_data
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def _add_error(self, result, error, redemption_id):
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if not result.get("Error", None):
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result["Error"] = {}
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if result["Error"].get(error, None):
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result["Error"][error].add(redemption_id)
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def _add_log(self, result, log, redemption_id, log_level):
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if not result.get(log_level, None):
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result[log_level] = {}
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log = "[{}]".format(redemption_id[:2]) + log
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if result[log_level].get(log, None):
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result[log_level][log].add(redemption_id)
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else:
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result["Error"][error] = set([redemption_id])
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result[log_level][log] = set([redemption_id])
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def _add_error(self, result, error, redemption_id):
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self._add_log(result, error, redemption_id, "Error")
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def _add_info(self, result, info, redemption_id):
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if not result.get("Info", None):
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result["Info"] = {}
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if result["Info"].get(info, None):
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result["Info"][info].add(redemption_id)
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else:
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result["Info"][info] = set([redemption_id])
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self._add_log(result, info, redemption_id, "Info")
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def _add_warning(self, result, warn, redemption_id):
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if not result.get("Warning", None):
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result["Warning"] = {}
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if result["Warning"].get(warn, None):
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result["Warning"][warn].add(redemption_id)
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else:
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result["Warning"][warn] = set([redemption_id])
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self._add_log(result, warn, redemption_id, "Warning")
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def _try_find_doc_type(self, file_paths):
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doc_types = {"invoice": [],
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@ -88,16 +89,58 @@ class Command(BaseCommand):
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return
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# Find to coresponding redemption_ID
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self._add_info(result, "[OCR]: redemptions", request.redemption_id)
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self._add_info(result, "[OCR]: total {} images".format(request.pages), request.redemption_id)
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if request.redemption_id not in list(data.keys()):
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self._add_error(result, "[OCR]: Not found redemption_ID", request.redemption_id)
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return
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if request.pages != data[request.redemption_id]["pages"]:
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self._add_error(result, "[SBT]: Mismatch files number in a request", request.redemption_id)
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return
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if BET_ON_FIRST_IMAGE and request.pages == 1:
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self._add_warning(result, "[SBT]: monoimage-request, bet on first one", request.redemption_id)
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data[request.redemption_id]["image_paths"] = [data[request.redemption_id]["image_paths"][0]]
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else:
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return
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file_paths_by_doc_type = self._try_find_doc_type(data[request.redemption_id]["image_paths"])
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if request.redemption_id in [
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"SGE20240608115040-910",
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"SGE20240607160017-644",
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"SGE20240609095034-986",
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"SGGE20240609145539-429",
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"SGE20240607134340-431",
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"SGE20240609073431-645",
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"SGE20240608124611-070",
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"SGE20240610120344-912",
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"SGE20240610085917-775",
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"SGGE20240609044518-869",
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"SGE20240608093242-813",
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"SGGE20240608175708-038",
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"SGE20240607175952-926",
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"SGE20240609060258-864",
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"SGGE20240609144052-538",
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"SGG20240607135057-187",
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"SGE20240608133426-100",
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"SGE20240607152408-300",
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"SGG20240608162101-167",
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"SGG20240608133730-021",
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"SGE20240609103647-828"
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]:
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print("{} - {} - {}".format(request.redemption_id[:2] in PROVIDED_MONO_REDEMPTION_MAKE_IT_INVOICE, request.redemption_id[:2], data[request.redemption_id]["pages"]))
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if request.redemption_id[:2] in PROVIDED_MONO_REDEMPTION_MAKE_IT_INVOICE and data[request.redemption_id]["pages"] == 1:
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self._add_warning(result, "[SBT]: mono-redemption, make it invoice", request.redemption_id)
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file_paths_by_doc_type["invoice"] = data[request.redemption_id]["image_paths"]
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file_paths_by_doc_type["imei"] = []
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file_paths_by_doc_type["undefined"] = []
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if len(file_paths_by_doc_type["undefined"]) > 0:
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self._add_warning(result, "[SBT]: Undefined doc type", request.redemption_id)
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if request.pages > 1 or data[request.redemption_id]["pages"] > 1:
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self._add_error(result, "[SBT]: request with multiple images", request.redemption_id)
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if IGNORE_MULTIPLE_IMAGE:
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return
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if len(request.request_id.split(".")[0].split("_")) < 2:
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return
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@ -147,12 +190,15 @@ class Command(BaseCommand):
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subcription_iter = SubscriptionRequest.objects.filter(redemption_id__isnull=False)
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print(f"[INFO]: Preparing data for filling up...")
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prepared_data = self._prepare_data(IMAGE_DIRS)
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# Log out prepared infomation
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for k,v in prepared_data.items():
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self._add_info(result, "[Provided]: total {} images found".format(v["pages"]), k)
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print(f"[INFO]: Prepared data, total: {len(list(prepared_data.keys()))}")
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prepared_data_copy = copy.deepcopy(prepared_data)
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s3_client = MinioS3Client(
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# endpoint='http://107.120.133.27:9884',
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access_key='secret',
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secret_key='secret+HRcfOsbXhx0YSNOLxdW',
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secret_key='secret',
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bucket_name='ocr-sds'
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)
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# file = open("modified.txt", "w")
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@ -164,11 +210,12 @@ class Command(BaseCommand):
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for err in result.get("Error", []):
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print("[INFO]: Error: {}: {}".format(err, len(result["Error"][err])))
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result["Error"][err] = list(result["Error"][err])
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for info in result.get("Info", []):
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print("[INFO]: Info: {}: {}".format(info, len(result["Info"][info])))
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result["Info"][info] = list(result["Info"][info])
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for warn in result.get("Warning", []):
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print("[INFO]: Warning: {}: {}".format(warn, len(result["Warning"][warn])))
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result["Warning"][warn] = list(result["Warning"][warn])
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for log_level in ['Info', 'Error', 'Warning']:
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errs = result.get(log_level, [])
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errs = sorted(errs)
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for err in errs:
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print("[INFO]: {}: {}: {}".format(log_level, err, len(result[log_level][err])))
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result[log_level][err] = list(result[log_level][err])
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with open("result.json", "w") as outfile:
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json.dump(result, outfile)
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