ultibi's provides a user friendly interface of your dataset and allows you to perform analysis live - without need to write any further code.

ultibi ui

To achieve this simply call .ui() method on your dataset:

import ultibi as ul
import time
import os

os.environ["RUST_LOG"] = "info"
os.environ["ADDRESS"] = ""

start_time = time.time()
ds = ul.FRTBDataSet.from_config_path("./data/frtb/datasource_config.toml")
print("--- Read DF time: %s seconds ---" % (time.time() - start_time))