import pandas as pd
import numpy as np

import os
import sys

import random
import logging
import warnings


def set_seed(seed=875473):
    random.seed(seed)


def set_logger():
    pass


def get_logger():
    pass


def parallel_apply():
    pass

import pandas as pd
import numpy as np

import os
import sys

import random
import logging
import warnings


def set_seed(seed=875473):
    random.seed(seed)


def set_logger():
    pass


def get_logger():
    pass


def parallel_apply():
    pass
