py-time-tracker-code-example-2.py

def _log(message):
    print('[SimpleTimeTracker] {function_name} {total_time:.3f}'.format(**message))

@simple_time_tracker(_log)
def load():
    df = pd.read_csv('/home/toubi/Works/sicara/h3/HyperCube/App/Demo/Demo/Titanic.csv', delimiter=';')
    
    return df

@simple_time_tracker(_log)
def compute_max_ticket_price_per_class(df):
    return { cl: df[cl == df.Class]['Ticket price'].max() for cl in range(1, 4) }

@simple_time_tracker(_log)
def normalize_ticket_price_per_class(df):
    max_per_class = compute_max_ticket_price_per_class(df)
    df['normalized_ticket_price'] = df['Ticket price'] / df.Class.apply(lambda cl: max_per_class[cl])
    
@simple_time_tracker(_log)
def run():
    df = load()
    
    normalize_ticket_price_per_class(df)
    
run()