src/pages/7_Snap_Counts.py

import datetime
import streamlit as st

from config import DEFAULT_ICON
from shared_page import common_page_config

from queries.footballguys.constants import YEAR
from queries.nflverse.github_data import get_snap_counts


@st.cache_data(ttl=60 * 60 * 24)
def load_data():
    data = get_snap_counts(YEAR)
    data = data[data.fantasy_position]
    teams_list = sorted(data.team.unique())
    position_list = data.position.unique()
    weeks_list = sorted(data.week.unique())
    data_load_time_str = datetime.datetime.utcnow().strftime("%m/%d/%Y %I:%M %p")
    return data, teams_list, position_list, weeks_list, data_load_time_str


def get_page():
    page_title = f"Snap Counts and Percentages - {YEAR}"
    st.set_page_config(page_title=page_title, page_icon=DEFAULT_ICON, layout="wide")
    common_page_config()
    st.title(page_title)
    if st.button("Refresh Data"):
        st.cache_data.clear()
    data, teams_list, position_list, weeks_list, data_load_time_str = load_data()
    st.write(f"Data loaded as of: {data_load_time_str} UTC")
    teams_selected = st.multiselect("Team:", teams_list, placeholder="Select a team to filter") or teams_list
    positions_selected = (
        st.multiselect("Position:", position_list, placeholder="Select a position to filter") or position_list
    )
    weeks_selected = st.multiselect("Week:", weeks_list, placeholder="Select a week to filter") or weeks_list

    with st.container():
        filtered_data = data[
            (data.team.isin(teams_selected) & data.position.isin(positions_selected) & data.week.isin(weeks_selected))
        ]
        st.dataframe(
            filtered_data,
            hide_index=True,
            # height=35 * (len(filtered_data) + 1) + 12,
            use_container_width=False,
            column_order=[
                "season",
                "game_type",
                "week",
                "player",
                "position",
                "team",
                "opponent",
                "offense_snaps",
                "offense_pct",
                "defense_snaps",
                "defense_pct",
                "st_snaps",
                "st_pct",
            ],
            column_config={
                "season": st.column_config.TextColumn(help="Year of NFL Season"),
            },
        )


if __name__ == "__main__":
    get_page()