from typing import List import pandas as pd from config.models import Participant, Screen from setup import db_engine, session screen_status = {0: "off", 1: "on", 2: "locked", 3: "unlocked"} def get_screen_data(usernames: List) -> pd.DataFrame: """ Read the data from the screen table and return it in a dataframe. Parameters ---------- usernames: List A list of usernames to put into the WHERE condition. Returns ------- df_screen: pd.DataFrame A dataframe of screen data. """ query_screen = ( session.query(Screen, Participant.username) .filter(Participant.id == Screen.participant_id) .filter(Participant.username.in_(usernames)) ) with db_engine.connect() as connection: df_screen = pd.read_sql(query_screen.statement, connection) return df_screen