Spaces:
Sleeping
Sleeping
| import streamlit as st | |
| from config import DEFAULT_ICON | |
| from shared_page import common_page_config | |
| from streamlit_filter import get_multiselect_for_df_column | |
| from queries.nflverse.github_data import get_nextgen_stats, get_current_tables, SEASON | |
| hide_columns = [ | |
| "season", | |
| "season_type", | |
| "player_gsis_id", | |
| "player_first_name", | |
| "player_last_name", | |
| "player_jersey_number", | |
| "player_short_name", | |
| ] | |
| def get_page(): | |
| page_title = f"Next Gen Stats - {SEASON}" | |
| st.set_page_config(page_title=page_title, page_icon=DEFAULT_ICON, layout="wide") | |
| common_page_config() | |
| st.title(page_title) | |
| stat_category = st.selectbox("Stat Category", ["Passing", "Rushing", "Receiving"]) | |
| ngs_table_name = f"nextgen_stats_ngs_{stat_category.lower()}" | |
| current_tables_list = get_current_tables() | |
| if ngs_table_name not in current_tables_list: | |
| st.write("Data not loaded.") | |
| st.write("Check loaded data [here](./Load_Data)") | |
| return | |
| data = get_nextgen_stats(SEASON, stat_category) | |
| season_or_week = st.selectbox("Season or Weekly Stats", ["Season", "Week"]) | |
| if season_or_week == "Season": | |
| data = data[data["week"] == 0] | |
| data.drop(columns=["week"], inplace=True) | |
| else: | |
| data = data[data["week"] > 0] | |
| week_selection = st.slider( | |
| "Filter Week Range:", | |
| min_value=data["week"].min(), | |
| max_value=data["week"].max(), | |
| value=(data["week"].min(), data["week"].max()), | |
| step=1, | |
| ) | |
| data = data[data["week"].between(*week_selection)] | |
| data.drop(columns=hide_columns, inplace=True) | |
| positions_selected = get_multiselect_for_df_column(data, "player_position") | |
| teams_selected = get_multiselect_for_df_column(data, "team_abbr") | |
| data = data[(data["player_position"].isin(positions_selected) & data["team_abbr"].isin(teams_selected))] | |
| with st.container(): | |
| filtered_data = data | |
| st.dataframe( | |
| filtered_data, | |
| hide_index=True, | |
| # height=35 * (len(filtered_data) + 1) + 12, | |
| use_container_width=False, | |
| column_config={}, | |
| ) | |
| if __name__ == "__main__": | |
| get_page() | |