AdamBanham

import pm4py
from pm4py.objects.log.obj import EventLog,Event,Trace # under the hood objects within pm4py, subject to change
import pandas as pd 
from tqdm import tqdm
from joblib import Parallel,delayed
from typing import Tuple

def thread_work(group:str,concept:Tuple[str,str,str],xtrace:int,exo_series:pd.DataFrame) -> Trace:
    """
    Thread work to create a single trace, given some group id, key values from dataframe groupby, trace instance number and some dataframe of events to handle for this trace.