import os

from scipy import stats

class Table:
    def __init__(self, file_name):
        self.file_name = file_name

        self.table = []

        self.read_file()

    def read_file(self, file_name=None):
        self.table = []
        with open(file_name if (file_name) else self.file_name, "r") as f:
            for line in f.read().split("\n"):
                els_list = []
                for el in line.split(","):
                    if len(el) > 0:
                        els_list.append(float(el))
                    else:
                        break

                else:
                    self.table.append(els_list)

    def get_table(self):
        return self.table

    def get_column(self, index):
        return [row[index] for row in self.table]

    def print(self):
        for row in self.table:
            for el in row:
                print(el, end="\t")
            print()

table1 = Table("example.csv")
table2 = Table("global.csv")

for i in range(5):
    a, b = stats.ttest_ind(table1.get_column(i), table2.get_column(i))
    print("T:", a) # t
    print("P:", b) # p
    print("-"*20)