from datetime import datetime, timedelta import json import numpy as np from pathlib import Path from EnumParkingStatus import EnumParkingStatus import os from AbstractFinalFileGenerator import AbstractFinalFileGenerator class PLdsFinalFileGenerator(AbstractFinalFileGenerator): def __init__(self, pathRootDataset, loadOriginalSpaces = False): super().__init__(pathRootDataset, loadOriginalSpaces) self.get_basename = False def _buildOriginalFileReader(self): return list() def _loadJsonsNewAnnotations(self): pathJsons = Path(self.pathRootDataset).rglob('*.json') pathJsons = [x for x in pathJsons if x.is_file()] for path in pathJsons: with open(path, 'r') as file: json_dict = json.load(file) # key = '/'.join(str(path).split('/')[-2:]).split('/')[0] # splitkey = key.split('-') # date = datetime(int(splitkey[0]),int(splitkey[1]),int(splitkey[2])) # while date in self.dictNewAnnots: # date += timedelta(minutes=15) img_id = int(str(path).split('_')[-1].split('.')[0]) self.dictNewAnnots[img_id] = json_dict self.orderedDictKeys.append(img_id) self.orderedDictKeys.sort() for x in self.orderedDictKeys: print(x) def _getDateFromFileName(self, fileName): strDate = fileName[:] strDate = strDate.split('/')[-2] splitDate = strDate.split('-') date = datetime(int(splitDate[0]),int(splitDate[1]),int(splitDate[2])) return date def _loadOriginalParkingSpacesAnnotations(self, imgFileName, imgId, annotations_start_id): listDicts = [] parkingSpaces, statuses = self.originalFileReader.readAllParkingSpacesInfo(imgFileName) for i in range(len(statuses)): dict = self._createDefaultDictParkingSpace(imgId,annotations_start_id) spaces = [] for coord in parkingSpaces[i]: spaces.extend(coord) dict["segmentation"] = spaces dict["parking_status_id"] = statuses[i] annotations_start_id += 1 listDicts.append(dict) return listDicts def _loadNewParkingSpaces(self, imgFileName, imgId, annotations_start_id): # fileDate = self._getDateFromFileName(imgFileName) img_id = int(imgFileName.split('_')[-1].split('.')[0]) listDicts = [] if img_id not in self.orderedDictKeys: dict_keys = sorted(list(self.dictNewAnnots.keys())) annotated_img_id = dict_keys.pop(-1) while dict_keys and annotated_img_id > img_id: annotated_img_id = dict_keys.pop(-1) img_id = annotated_img_id if img_id in self.orderedDictKeys: spaces = self.dictNewAnnots[img_id] for space in spaces: resh = np.reshape(space, -1).tolist() dict = self._createDefaultDictParkingSpace(imgId, annotations_start_id) dict["segmentation"] = resh dict["parking_status_id"] = EnumParkingStatus.UNKNOWN.value annotations_start_id += 1 listDicts.append(dict) return listDicts