src/pages/11_Scoreboard.py

import pandas as pd
import streamlit as st
from postgrest.exceptions import APIError

from config import DEFAULT_ICON
from shared_page import common_page_config

from data_storage import get_all_users, get_all_rosters
from domain.playoffs import CURRENT_PLAYOFF_WEEK, PLAYOFF_WEEK_TO_NAME
from format_player_html import (
    get_user_html_str,
)
from load_options import get_map_week_player_id_option, PlayerOption
from stats import get_scores_map


def get_users_df():
    columns = ["user_id", "name"]
    all_users = pd.DataFrame(get_all_users(st.session_state["db_client"], columns_included=columns), columns=columns)
    return all_users


@st.cache_data(ttl=60 * 1)
def load_masked_rosters() -> dict[int, dict[str, PlayerOption]]:
    options_map = get_map_week_player_id_option()
    roster_user_position_map: dict[int, dict[str, PlayerOption]] = {}
    for roster_slot_map in get_all_rosters(st.session_state["db_client"]):
        position_id = str(roster_slot_map["position_id"])
        player_id = str(roster_slot_map["player_id"])
        user_id = int(roster_slot_map["user_id"])
        if user_id not in roster_user_position_map:
            roster_user_position_map[user_id] = {}
        week = int(position_id[0])

        player = PlayerOption.empty_player(week=week)
        if selected_player := options_map[week].get(player_id):
            if selected_player.is_locked():
                player = selected_player
            else:
                player = PlayerOption.hidden_player(week=week, position=selected_player.position)
        roster_user_position_map[user_id][position_id] = player

    return roster_user_position_map


@st.cache_data(ttl=60 * 1)
def get_roster_multipliers(roster_map: dict[int, dict[str, PlayerOption]]) -> dict[int, dict[int, dict[str, int]]]:
    """Map of user ->  week -> player_id -> multiplier"""
    multiplier_map: dict[int, dict[int, dict[str, int]]] = {}
    for user_id, user_roster_map in roster_map.items():
        user_multipliers: dict[int, dict[str, int]] = {}
        # iterate through players sorted by week
        for position_id, player in sorted(user_roster_map.items(), key=lambda x: x[0][0]):
            if not player.gsis_id:
                # skip not set players
                continue
            week = int(position_id.split("-", 1)[0])
            if week not in user_multipliers:
                user_multipliers[week] = {}

            player_previous_multiplier = user_multipliers.get(week - 1, {}).get(player.gsis_id, 0)
            player_multiplier = player_previous_multiplier + 1
            user_multipliers[week][player.gsis_id] = player_multiplier

        multiplier_map[user_id] = user_multipliers
    return multiplier_map


def assemble_user_scores(
    player_scores_map: dict[int, dict[str, float]],
    roster_map: dict[int, dict[str, PlayerOption]],
    multiplier_map: dict[int, dict[int, dict[str, int]]],
) -> dict[int, dict[int, float]]:
    week_user_score_map: dict[int, dict[int, float]] = {w: {} for w in player_scores_map.keys()}
    user_totals: dict[int, float] = {}
    for user_id, user_roster_map in roster_map.items():
        user_score_map: dict[int, float] = {w: 0.0 for w in player_scores_map.keys()}
        for roster_key, player_id in user_roster_map.items():
            week = int(roster_key[0])
            player_score = player_scores_map.get(week, {}).get(player_id.gsis_id, 0.0)
            multiplier = float(multiplier_map.get(user_id, {}).get(week, {}).get(player_id.gsis_id, 1))
            user_score_map[week] += round(player_score * multiplier, 0)
        for week, week_score in user_score_map.items():
            week_user_score_map[week][user_id] = week_score
            if user_id not in user_totals:
                user_totals[user_id] = 0.0
            user_totals[user_id] += week_score
    week_user_score_map[5] = user_totals
    return week_user_score_map


def display_masked_rosters(week: int):
    rosters = load_masked_rosters()
    multipliers = get_roster_multipliers(rosters)
    users = get_users_df()
    player_scores = get_scores_map()
    user_scores = assemble_user_scores(player_scores, rosters, multipliers)

    scoreboard_str = ""

    scoreboard_str += """<div className="scoreboard">"""
    sorted_user_rows = sorted(
        users.itertuples(),
        key=lambda x: user_scores.get(week, {}).get(x.user_id, 0.0),
        reverse=True,
    )
    for i, row in enumerate(sorted_user_rows):
        user_score = user_scores.get(week, {}).get(row.user_id, 0.0)
        user_roster_map = rosters.get(row.user_id, {})
        user_place = i + 1
        scoreboard_str += get_user_html_str(
            week, row.name, user_roster_map, user_score, user_place, multipliers.get(row.user_id, {})
        )

    scoreboard_str += """</div>"""

    st.markdown(scoreboard_str, unsafe_allow_html=True)


def display_rosters():
    st.markdown("<h2>Rosters</h2>", unsafe_allow_html=True)
    options = list(PLAYOFF_WEEK_TO_NAME.keys())
    default_selection = options.index(CURRENT_PLAYOFF_WEEK)
    week_selected = st.selectbox(
        "Week",
        options=options,
        index=default_selection,
        key="roster_week_select",
        format_func=lambda x: PLAYOFF_WEEK_TO_NAME[x],
    )

    display_masked_rosters(week_selected)


def get_page():
    page_title = "Pool Scoreboard"
    st.set_page_config(page_title=page_title, page_icon=DEFAULT_ICON, layout="wide", initial_sidebar_state="collapsed")
    common_page_config()

    st.title(page_title)
    try:
        display_rosters()
    except APIError:
        try:
            display_rosters()
        except Exception:
            st.write("Sorry error occurred loading scoreboard. Please try refreshing page.")
            st.stop()


if __name__ == "__main__":
    get_page()