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import datetime |
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import streamlit as st |
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from config import DEFAULT_ICON |
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from shared_page import common_page_config |
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from queries.footballguys.constants import YEAR |
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from queries.nflverse.github_data import get_snap_counts, get_current_tables, SEASON |
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def load_data(): |
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data = get_snap_counts(YEAR) |
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data = data[data.fantasy_position] |
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teams_list = sorted(data.team.unique()) |
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position_list = data.position.unique() |
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weeks_list = sorted(data.week.unique()) |
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data_load_time_str = datetime.datetime.utcnow().strftime("%m/%d/%Y %I:%M %p") |
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return data, teams_list, position_list, weeks_list, data_load_time_str |
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def get_page(): |
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page_title = f"Snap Counts and Percentages - {YEAR}" |
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st.set_page_config(page_title=page_title, page_icon=DEFAULT_ICON, layout="wide") |
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common_page_config() |
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st.title(page_title) |
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if f"snap_counts_snap_counts_{SEASON}" not in get_current_tables(): |
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st.write("Data not loaded.") |
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st.write("Check loaded data [here](./Load_Data)") |
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return |
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data, teams_list, position_list, weeks_list, data_load_time_str = load_data() |
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st.write(f"Data loaded as of: {data_load_time_str} UTC") |
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teams_selected = st.multiselect("Team:", teams_list, placeholder="Select a team to filter") or teams_list |
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positions_selected = ( |
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st.multiselect("Position:", position_list, placeholder="Select a position to filter") or position_list |
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) |
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weeks_selected = st.multiselect("Week:", weeks_list, placeholder="Select a week to filter") or weeks_list |
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with st.container(): |
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filtered_data = data[ |
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(data.team.isin(teams_selected) & data.position.isin(positions_selected) & data.week.isin(weeks_selected)) |
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] |
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st.dataframe( |
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filtered_data, |
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hide_index=True, |
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use_container_width=False, |
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column_order=[ |
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"season", |
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"game_type", |
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"week", |
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"player", |
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"position", |
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"team", |
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"opponent", |
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"offense_snaps", |
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"offense_pct", |
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"defense_snaps", |
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"defense_pct", |
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"st_snaps", |
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"st_pct", |
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], |
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column_config={ |
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"season": st.column_config.TextColumn(help="Year of NFL Season"), |
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}, |
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) |
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if __name__ == "__main__": |
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get_page() |
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