class Matrix:

    def __init__(self, data): #takes in a double array no matter the size of it.
        self.data = data
        self.rows = len(data) #determines row by number of items in list
        self.cols = len(data[0]) #determines columns by number of items withing list of a list
        self.size = [self.rows, self.cols] #determines how big the matrix is by number of rows and columns


    def multiply(self, other):

        if self.cols == other.rows: #number of columns in first matrix should be same as number of rows on 2nd matric

            result = [[0 for i in range(other.cols)] for i in range(self.rows)] #number of rows as 1st matrix + number of columns of 2nd matrix
            #print(result)

            #iterate by rows of first matrix
            for i in range(self.rows):

                # iterating by columns of second matrix
                for j in range(other.cols):

                    # iterating by rows of second matrix
                    for k in range(other.rows):

                        result[i][j] += self.data[i][k] * other.data[k][j]


            return result


        else:
            return "cant be multiplied"


    def add(self, other): #works good
        if self.size == other.size:
            result = result = [[0 for i in range(self.cols)] for i in range(self.rows)]
            for i in range(self.rows):
                # iterate through columns
                for j in range(other.cols):
                    result[i][j] = self.data[i][j] + other.data[i][j]

            return result

        else:
            return " can't be added, dimensions are not equal"

    def subtract(self, other):
        if self.size == other.size:
            result = result = [[0 for i in range(self.cols)] for i in range(self.rows)]
            for i in range(self.rows):
                # iterate through columns
                for j in range(other.cols):
                    result[i][j] = self.data[i][j] - other.data[i][j]

            return result

        else:
            return " can't be subtracted, dimensions are not equal"

    def scalar_multi(self, number):

        self.data = [[i * number for i  in sublist] for sublist in self.data]  #returns scalar multiplication
        return self.data
        #     for x in range(self.cols):
        #         i[x] = i[x]*number
        # return self.data

    def print_matrix(self):
        for i in self.data:
            print(*i)

    def get_data(self):
        return self.data

    def transpose(self):
        trans= [list(i) for i in zip(*self.data)]
        return trans

    # def mean(self):
    #     lst = self.data
    #     result = [sum(x) for x in zip(*lst)]
    #     for i, v in enumerate(result):
    #         result[i] = v /len(lst)
    #     return result