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How to use convert_data_types method in localstack

Best Python code snippet using localstack_python

data_reader.py

Source:data_reader.py

...25        26        inv_dictionary = {v: k for k, v in dictionary.items()}        27        self.data = self.data.rename(inv_dictionary, axis = 'columns')28        29    def convert_data_types(self, ths_separator = ' ', decimal_separator = ','):        30        self.data['Amount'] = self.data['Amount'].str.replace(ths_separator, '')31        self.data['Amount'] = self.data['Amount'].str.replace(decimal_separator, '.')32        self.data = self.data.astype({'Amount': 'float'})        33        self.data['Transaction time'] = pd.to_datetime(self.data['Transaction time'])34        35    def reshape_data(self, dictionary, 36                     ths_separator = ' ', decimal_separator = ',', date_format = '%Y.%m.%d. %H:%M:S'):37        self.identify_columns(dictionary)38        39        if self.fileType=='csv':40            self.convert_data_types(ths_separator=ths_separator, decimal_separator = decimal_separator)41        42########################43data_reader = dataReader()44data_reader.read_data(path ='E:\\Software Engineering\\SmartPurse\\testing things\\2021_input_b_csv2.csv',45                      file_type='csv', sep=';', header=14)46example_dictionary = {47    'Transaction type' : 'Forgalom tÃpusa',48    'Transaction time' : 'TranzakciÃ³ idÅpontja',49    'Amount' : 'Ãsszeg',50    'Counterparty account number' : 'Ellenoldali szÃ¡mlaszÃ¡m',51    'Counterparty account name' : 'Ellenoldali nÃ©v',52    'Description' : 'KÃ¶zlemÃ©ny'    53    }54data_reader.reshape_data(example_dictionary)...

geographic_objects.py

Source:geographic_objects.py

...11    def __init__(self, FILE_ADDRESS, FOLDER_ADDRESS):12        #latitude szerokoÅÄ geograficzna (Y)13        #longitude dÅugosÄ geograficzna (X)14        data = DataImport(FILE_ADDRESS, "dict", FOLDER_ADDRESS)15        self.data = self.convert_data_types(data(), "float")16        self.calculate_radians_for_latitude_and_longitude()17    def __call__(self):18            return self.data19    def convert_data_types(self, data_list, DATA_TYPE):20        output = {}21        for key in data_list:22            value = data_list[key]23            output[key] = self.convert_data_type(value, DATA_TYPE)24        return output25    def convert_data_type(self, input, data_type):26        if input == "N/A" or input == "None":27            return None28        elif data_type == "str":29            return input30        elif data_type == "int":31            return int(input)32        elif data_type == "float":33            return float(input)34    def calculate_radians_for_latitude_and_longitude(self):35        self.data["latitude_rad"] = deg_to_rad(self.data["latitude_deg"])36        self.data["longitude_rad"] = deg_to_rad(self.data["longitude_deg"])37#--------------------------------------------------------------------------------------------38class Ship(GeographicObject):39    def __init__(self, FILE_ADDRESS, FOLDER_ADDRESS):40        #latitude szerokoÅÄ geograficzna (Y)41        #longitude dÅugosÄ geograficzna (X)42        data = DataImport(FILE_ADDRESS, "dict", FOLDER_ADDRESS)43        self.data = self.convert_data_types(data(), "float")44        self.calculate_radians_for_latitude_and_longitude()45        self.calculate_heading_rad()46    def calculate_heading_rad(self):47        self.data["heading_rad"] = deg_to_rad(self.data["heading_deg"])48#--------------------------------------------------------------------------------------------49if __name__ == "__main__":50    test = 351    os.chdir("..")52    if test == 1:53        ship = GeographicObject("SHIP_DATA_INPUT.txt", "data_files")54        print(ship())55    if test == 2:56        point = GeographicObject("POINT_DATA_INPUT.txt", "data_files")57        print(point())...

test_handler.py

Source:test_handler.py

...14        "store_and_fwd_flag": "N"15    }16    17    def test_given_valid_route_IT_should_succeed(self):18        result = convert_data_types([self.ROUTE])19        self.assertEqual(1, result[0]['vendor_id'])20        self.assertEqual(datetime(2016, 6, 30, 23, 59, 58), result[0]['pickup_datetime'])21        self.assertEqual(-73.9881286621094, result[0]['pickup_longitude'])22        23if __name__ == '__main__':...

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