import csv from datetime import datetime from AbstractDatasetFileReader import AbstractDatasetFileReader from EnumParkingStatus import EnumParkingStatus class CSVCNRParkReader(AbstractDatasetFileReader): def __init__(self, path_csv_positions, path_txt_status): self.__buffer_data(path_csv_positions, path_txt_status) def __buffer_data(self, path_csv_positions, path_txt_status): self.dict_original_positions = {} self.dict_days_pkSpaces = {} file = open(path_csv_positions, "r") csv_reader = csv.reader(file, delimiter = ',') next(csv_reader)#skip header for line in csv_reader: id = int(line[0]) x1 = round(int(line[1])/2.592) #images in the dataset were reescaled y1 = round(int(line[2])/2.592) x2= round(x1+int(line[3])/2.592) y2= round(y1+int(line[4])/2.592) points = [[x1,y1],[x2,y1],[x2,y2],[x1,y2]] self.dict_original_positions[id] = points with open(path_txt_status) as file: for line in file: idxBegin = line.rfind('/')+1 idxBegin = line.find('_', idxBegin+1) idxEnd = line.find('_', idxBegin+1) strDate = line[idxBegin+1:idxEnd] splitDate = strDate.split('-') strHour = line[idxEnd+1: line.find('_', idxEnd+1)] splitHour = strHour.split('.') date = datetime(int(splitDate[0]),int(splitDate[1]),int(splitDate[2]), int(splitHour[0]), int(splitHour[1])) status = int(line[line.rfind(' ')+1:]) if status == 0: status = EnumParkingStatus.EMPTY.value else: if status == 1: status = EnumParkingStatus.OCCUPIED.value else: status = EnumParkingStatus.UNKNOWN.value parking_id = int(line[line.rfind('_')+1:line.rfind('.')]) if date not in self.dict_days_pkSpaces: dictSpaces = {} self.dict_days_pkSpaces[date] = dictSpaces else: dictSpaces = self.dict_days_pkSpaces[date] dictSpaces[parking_id] = (self.dict_original_positions[parking_id], status) return def readParkingSpacesPositions(self, path): return list(self.dict_original_positions.values()) def readAllParkingSpacesInfo(self, path): polyRet = [] statuses = [] idx_slash = path.rfind('/') idx_underscore = path.rfind('_') strDate = path[idx_slash+1:idx_underscore] splitDate = strDate.split('-') strTime = path[idx_underscore+1:path.rfind('.')] date = datetime(int(splitDate[0]),int(splitDate[1]),int(splitDate[2]), int(strTime[0:2]), int(strTime[2:4])) if date in self.dict_days_pkSpaces: for value in self.dict_days_pkSpaces[date].values(): statuses.append(value[1]) polyRet.append(value[0]) else: for value in self.dict_original_positions.values(): statuses.append(EnumParkingStatus.UNKNOWN.value) polyRet.append(value) return polyRet, statuses