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from dataclasses import dataclass
import pandas as pd
import streamlit as st
import streamlit.components.v1 as components
from config import DEFAULT_ICON
from shared_page import common_page_config
from domain.constants import SEASON
from domain.playoffs import (
PLAYOFF_WEEK_TO_NAME,
CURRENT_PLAYOFF_WEEK,
ROSTER_WEEK_TO_PLAYOFF_WEEK,
PLAYOFFS_TEAMS,
PLAYOFF_TEAM_DEF_PLAYER,
)
from domain.teams import SCHEDULE_NAME_TO_PFR_NAME_MAP
from queries.nflverse.github_data import get_weekly_rosters
from queries.pfr.league_schedule import get_season_time_map
from login import check_password
from data_storage import update_selection, get_user_team
def set_selectbox_readonly():
components.html(
"""
<script>
function formatSelectBox() {
const matches = window.parent.document.querySelectorAll("input");
matches.forEach((input) => {
input.setAttribute("readonly", "true");
});
}
formatSelectBox();
</script>
""",
width=0,
height=0,
)
@dataclass
class PlayerOption:
full_name: str
gsis_id: str
headshot_url: str
position: str
team: str
gametime: pd.Timestamp | None
week: int | None
@classmethod
def from_series(cls, input_series):
return cls(
full_name=input_series.full_name,
gsis_id=input_series.gsis_id,
headshot_url=input_series.headshot_url,
position=input_series.position,
team=input_series.team,
gametime=input_series.gametime,
week=int(input_series.week),
)
@classmethod
def empty_player(cls, week: int | None = None):
return cls(full_name="", gsis_id="", headshot_url="", position="", team="", gametime=None, week=week)
def is_locked(self):
if not self.gametime:
return False
else:
date_compare = (pd.Timestamp.now(tz="America/New_York")) + pd.Timedelta(days=0, hours=0)
return self.gametime < date_compare
def initialize_empty_options_map() -> dict[str, dict[int, list[PlayerOption]]]:
options_map: dict[str, dict[int, list[PlayerOption]]] = {}
for pos in ["QB", "RB", "WR", "TE", "K", "DEF"]:
options_map[pos] = {}
for week in PLAYOFF_WEEK_TO_NAME.keys():
options_map[pos][int(week)] = [PlayerOption.empty_player(week=week)]
return options_map
def player_options_from_df(df_options) -> dict[str, dict[int, list[PlayerOption]]]:
options_map = initialize_empty_options_map()
for pos, pos_week_map in options_map.items():
for week in pos_week_map.keys():
df_pos_week = df_options[((df_options.week == week) & (df_options.position == pos))]
if len(df_pos_week) > 0:
player_options_list = df_pos_week.apply(PlayerOption.from_series, axis=1).tolist()
options_map[pos][int(week)].extend(player_options_list)
return options_map
def modify_defensive_players_to_be_team_defense(df_options):
for team, player_id in PLAYOFF_TEAM_DEF_PLAYER:
if player_id in df_options.gsis_id.values:
df_options.loc[df_options.gsis_id == player_id, "position"] = "DEF"
df_options.loc[df_options.gsis_id == player_id, "full_name"] = team.team_name
@st.cache_data(ttl=60 * 60 * 24)
def load_options():
df_rosters = get_weekly_rosters()
# get game schedules
week_game_times = get_season_time_map(SEASON)
latest_game_time_defaults = {k: max(v.values()) for k, v in week_game_times.items() if v}
# sort
sort_by_cols = ["position", "week", "fantasy_points"]
df_rosters.sort_values(sort_by_cols, ascending=False, inplace=True)
# filter data from non-playoffs
df_rosters = df_rosters[df_rosters.week.isin(ROSTER_WEEK_TO_PLAYOFF_WEEK.keys())]
df_rosters["week"] = df_rosters["week"].map(ROSTER_WEEK_TO_PLAYOFF_WEEK)
# set gametime
if len(df_rosters) == 0:
return initialize_empty_options_map()
df_rosters["gametime"] = df_rosters.apply(
lambda x: week_game_times.get(x.week, {}).get(
SCHEDULE_NAME_TO_PFR_NAME_MAP[x.team], latest_game_time_defaults.get(x.week, None)
),
axis=1,
)
df_rosters["in_playoffs"] = df_rosters.apply(lambda x: x.team in PLAYOFFS_TEAMS[x.week], axis=1)
df_rosters = df_rosters[df_rosters.in_playoffs]
modify_defensive_players_to_be_team_defense(df_rosters)
player_options = player_options_from_df(df_rosters)
return player_options
def format_player_option(player_opt: PlayerOption) -> str:
return f"{player_opt.team} - {player_opt.full_name}"
def display_player(player_opt: PlayerOption | None):
if player_opt:
if player_opt.headshot_url:
st.image(player_opt.headshot_url)
if player_opt.full_name:
st.write(player_opt.full_name)
st.write(f"{player_opt.team} - {player_opt.gametime.strftime('%-m/%-d %-I:%M %p')}")
def position_cell(
week: str, pos_str: str, pos_idx: int, options_map: dict[str, dict[int, list[PlayerOption]]], existing_selection_map
):
pos_label = f"{week}-{pos_str}-{pos_idx}"
selected_id = existing_selection_map.get(pos_label)
options_list = options_map[pos_str][int(week)]
non_locked_options = [x for x in options_list if not x.is_locked()]
disabled = False
# get selected player by id from options
try:
selected_player = next(v for v in options_list if str(selected_id) == str(v.gsis_id))
except Exception:
selected_player = PlayerOption.empty_player()
if int(week) > CURRENT_PLAYOFF_WEEK:
# future week, no options
options = []
selected_option_idx = 0
disabled = True
elif int(week) < CURRENT_PLAYOFF_WEEK or selected_player.is_locked():
# past week, can't change
options = [selected_player]
selected_option_idx = 0
disabled = True
else:
options = non_locked_options
# set to index of current select. This should exist, but try-except for safety
try:
selected_option_idx = non_locked_options.index(selected_player)
except ValueError:
selected_option_idx = 0
selected_player_from_box = st.selectbox(
pos_str,
options=options,
format_func=format_player_option,
index=selected_option_idx,
key=pos_label,
disabled=disabled,
)
if selected_player_from_box and int(week) == CURRENT_PLAYOFF_WEEK:
if selected_player_from_box.gsis_id and selected_player_from_box.gsis_id != selected_id:
if selected_player_from_box.is_locked():
st.warning("Sorry player's game has already started", icon="π¨")
display_player(selected_player)
return
elif selected_player_from_box.gsis_id in existing_selection_map.values():
st.warning("Player already in lineup. Please choose another.", icon="π¨")
display_player(selected_player)
return
else:
update_and_save_selection(pos_label, selected_player_from_box.gsis_id),
display_player(selected_player_from_box)
else:
display_player(selected_player)
def update_and_save_selection(pos_label: str, selection_id: str):
update_selection(st.session_state["logged_in_user"], pos_label, selection_id)
def get_page():
page_title = "Select Your Team"
st.set_page_config(page_title=page_title, page_icon=DEFAULT_ICON, layout="wide")
common_page_config()
if not check_password():
st.write("Sorry, you must be logged in first to play")
st.stop()
st.title(page_title)
if st.button("Refresh Data"):
st.rerun()
existing_selections = get_user_team(st.session_state["logged_in_user"])
player_options = load_options()
for week in range(1, 5):
st.header(PLAYOFF_WEEK_TO_NAME[week])
selection_cols = st.columns(8)
with selection_cols[0]:
position_cell(week, "QB", 1, player_options, existing_selections)
with selection_cols[1]:
position_cell(week, "RB", 1, player_options, existing_selections)
with selection_cols[2]:
position_cell(week, "RB", 2, player_options, existing_selections)
with selection_cols[3]:
position_cell(week, "WR", 1, player_options, existing_selections)
with selection_cols[4]:
position_cell(week, "WR", 2, player_options, existing_selections)
with selection_cols[5]:
position_cell(week, "TE", 1, player_options, existing_selections)
with selection_cols[6]:
position_cell(week, "K", 1, player_options, existing_selections)
with selection_cols[7]:
position_cell(week, "DEF", 1, player_options, existing_selections)
set_selectbox_readonly()
if __name__ == "__main__":
get_page()
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