Python list to store class instance?

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不思量自难忘°
不思量自难忘° 2021-02-12 23:59

Given a python class class Student(): and a list names = []; then I want to create several instances of Student() and add them into the li

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  • 2021-02-13 00:09

    First of all python is not weakly typed. It is however dynamically typed so you can't specify an element type for your list.

    However this does not prevent you from accessing an object's attributes. This works just fine:

    names = [Student(1,"Male"), Student(2,"Female")]
    scores = []
    for i in names:
        if i.gender ==  "Male":
            scores.append(i.score)
    

    It is however more pythonic to write this using a list comprehension:

    names = [Student(1,"Male"), Student(2,"Female")]
    scores = [i.score for i in names if i.gender == "Male"]
    
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  • 2021-02-13 00:19

    I'm fairly new to OOP, but does this not do what you want quite nicely? name_list is a class variable, and every time you create a new Student object, it gets added to Student.name_list. Say for example you had a method cheat(self) which you wanted to perform on the third student, you could run Student.name_list[2].cheat(). Code:

    class Student():
        name_list = []
        def __init__(self, score, gender):
            Student.name_list.append(self)
            self.score = score
            self.gender = gender
    
        #this is just for output formatting
        def __str__(self):
            return "Score: {} || Gender: {}".format(self.score, self.gender)
    
    #again for output formatting
    def update(): print([str(student) for student in Student.name_list])
    
    update()
    Student(42, "female")
    update()
    Student(23, "male")
    update()
    Student(63, "male")
    Student(763, "female")
    Student("over 9000", "neutral")
    update()
    

    Output:

    []
    ['Score: 42 || Gender: female']
    ['Score: 42 || Gender: female', 'Score: 23 || Gender: male']
    ['Score: 42 || Gender: female', 'Score: 23 || Gender: male', 'Score: 63 || Gender: male', 'Score: 763 || Gender: female', 'Score: over 9000 || Gender: neutral']
    
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  • 2021-02-13 00:27

    Did you try your code above? It should work fine. You can condense it into:

    scores = [ student.name for student in names if student.gender == "Male" ]
    

    Note that calling the list names is misleading, since it is a list of Student instances.

    You can't define the list to be a list of Student instances; that's not how Python works.

    Are you asking how to create the list that you've called names?

    names = [ ]
    for ( score, gender ) in <some-data-source>:
        names.append( Student( score, gender ) )
    

    which is of course equivalent to

    names = [ Student( score, gender ) for score, gender in <some-data-source> ]
    

    and in turn to

    names = [ Student( *row ) for row in <some-data-source> ]
    

    If you need to do a lot of processing for each row then you can either move the processing into a separate function or use a for loop.

    def process_row( row ):
        ...
        return score, gender
    
    names = [ Student( *process_row( row ) ) for row in <some-data-source> ]
    

    Responding to your edit, I think you are trying to declare the types of variables in Python. You wrote:

    for i in range(len(names)):
        student = Student()
        student = names[i]
        if student.gender == "Male":
            # Whatever
    

    What is the purpose of the line student = Student() -- are you trying to declare the type of the variable student? Don't do that. The following will do what you intended:

    for student in students:
       if student.gender == "Male":
           # Whatever
    

    Notice several things:

    1. We don't need to iterate over range(n) and then look up each instance in names; iterating over every element of a container is the purpose of a for loop.
    2. You don't need to make any claims about what student is -- it could be a string, a boolean, a list, a Student, whatever. This is dynamic typing. Likewise, students doesn't have to be a list; you can iterate over any iterable.
    3. When you write student.gender, Python will get the gender attribute of student, or raise an exception if it doesn't have one.
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