I am python beginner and I am currently learning OOP. I want to create a class which would load data from a database and then perform transformation and calculation on this data. However, I am not sure how the class should be designed. The class would have several methods and each method input is the output of the former method. However, I find this way of doing not really elegant and I feel like it is not in the spirit of OOP.
Is this a good way to design such process using OOP ? Or is it even advantageous in a such case to create a class to process the data ?
See below what I tried to do:
class Data:
def __init__(self, arg):
self.arg = arg (attributes necessary for the loading of data)
def load_data(self):
"load the data from somewhere and reshape it so that it can be used by method1"
return(data)
def method1(self, data):
"do some transformation on the data"
return(data1)
def method2(self, data1):
"do some transformation on the data1"
return(data2)
def method3(self, data2):
"do some transformation on the data2"
return(data3)
def run(self):
data = self.load()
data1 = self.method1(data)
data2 = self.method2(data1)
data3 = self.method3(data2)
return(data3)
Thanks in advance for your help.
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