#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed Aug 19 14:33:51 2020

@author: tanu
"""


#%% load packages
import os,sys
import subprocess
import argparse
import requests
import re
import time
from bs4 import BeautifulSoup
import pandas as pd
from pandas.api.types import is_string_dtype
from pandas.api.types import is_numeric_dtype
#%%============================================================================

#1) define muts batch
#take mcsm file
#split into 'n' batches
#write output file with suffix of batch number


#********** done this par ****************
#2) get results for a batch url
# read  file
# store batch url
#extract  number
#build single url
#build single results urls
#get results and store them in df
#update df 
#dim of df = no. of muts in batch

#3) format results
# store unit measurements separtely
# omit unit measurements from cols
# create extra columns '_outcome' suffix by splitting numerical output
# create separate col for  mcsm as it doesn't have output text
      
#%%============================================================================