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