Jon Solow
Map some defensive players to be team defenses
b838c58
raw
history blame
8.97 kB
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="🚨")
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="🚨")
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()