def get_random_player(position, ba_flag):
players = Players().get_all_players()
position_players = []
for player_id in players:
player = players[player_id]
try:
if player["position"].lower() == position:
if position == 'def':
full_name_clean = player["first_name"] + " " + player[
"last_name"]
position_players.append((full_name_clean))
else:
if ba_flag == 'best':
if player["team"] is not None and player[
"status"].lower() == 'active' and player[
"injury_status"] is None and player[
"depth_chart_order"] == 1:
position_players.append((player["full_name"]))
else:
position_players.append((player["full_name"]))
except:
pass
response = [random.choice(position_players)]
return response
def update_players(path):
print("Updating players.")
p = Players()
players = p.get_all_players()
# resp_data = json.loads(resp.json())
with open(path, 'w') as outfile:
json.dump(players, outfile, indent=2)
return players
def test_get_trending_players(capsys):
players = Players()
added = players.get_trending_players("nfl","add", 1, 4)
dropped = players.get_trending_players("nfl","drop")
# with capsys.disabled():
# print(added)
# print(dropped)
def get_players(refresh):
""" Get all the players from Sleeper
Use the player obj from the Sleeper API and get all the players from Sleeper. The relevant information for a
player is stored in the player_dict, which has the following structure:
{player_key: {'player_name': player name, 'position': position}}
Args:
refresh (bool): Refresh flag from cmd line
Returns:
player_dict (dict): Dictionary of all the players
"""
if refresh:
print('Getting all players from Sleeper API...')
players = Players().get_all_players()
# If data_files doesn't exist, create the directory
if not os.path.isdir('./data_files'):
try:
os.mkdir('data_files')
except Exception as e:
print(e)
assert False
with open('data_files/dump_players.json', 'w') as f:
f.write(json.dumps(players))
# Try to open the data file for the players. If we can not access, assert and recommend them to use the
# --refresh flag
try:
with open('data_files/dump_players.json') as f:
data = json.load(f)
except Exception as e:
print(e)
assert False, 'Unable to open data_files/dump_players.json. \n Use --refresh to get data from Sleeper API'
players = data
player_dict = dict()
for player in players:
player_id = players[player]['player_id']
player_name = '{} {}'.format(players[player]['first_name'], players[player]['last_name'])
position = players[player]['position']
player_dict[player_id] = dict()
player_dict[player_id]['player_name'] = player_name
player_dict[player_id]['position'] = position
nice_print(player_dict)
return player_dict
def make_roster_dict(starters_list, bench_list):
"""
Takes in a teams starter list and bench list and makes a dictionary with positions.
:param starters_list: List of a teams starters
:param bench_list: List of a teams bench players
:return: {starters:{position: []} , bench:{ position: []} }
"""
week = get_current_week()
players = Players().get_all_players()
stats = Stats()
week_stats = stats.get_week_stats("regular", STARTING_YEAR, week)
roster_dict = {"starters": {}, "bench": {}}
for player_id in starters_list:
player = players[player_id]
player_position = player["position"]
player_name = player["first_name"] + " " + player["last_name"]
try:
player_std_score = week_stats[player_id]["pts_std"]
except KeyError:
player_std_score = None
player_and_score_tup = (player_name, player_std_score)
if player_position not in roster_dict["starters"]:
roster_dict["starters"][player_position] = [player_and_score_tup]
else:
roster_dict["starters"][player_position].append(
player_and_score_tup)
for player_id in bench_list:
player = players[player_id]
player_position = player["position"]
player_name = player["first_name"] + " " + player["last_name"]
try:
player_std_score = week_stats[player_id]["pts_std"]
except KeyError:
player_std_score = None
player_and_score_tup = (player_name, player_std_score)
if player_position not in roster_dict["bench"]:
roster_dict["bench"][player_position] = [player_and_score_tup]
else:
roster_dict["bench"][player_position].append(player_and_score_tup)
return roster_dict
def get_negative_starters(league_id):
"""
Finds all of the players that scores negative points in standard and
:param league_id: Int league_id
:return: Dict {"owner_name":[("player_name", std_score), ...], "owner_name":...}
"""
week = get_current_week()
league = League(league_id)
users = league.get_users()
matchups = league.get_matchups(week)
stats = Stats()
# WEEK STATS NEED TO BE FIXED
week_stats = stats.get_week_stats("regular", STARTING_YEAR, week)
players = Players()
players_dict = players.get_all_players()
owner_id_to_team_dict = map_users_to_team_name(users)
roster_id_to_owner_id_dict = map_roster_id_to_owner_id(league_id)
result_dict = {}
for i, matchup in enumerate(matchups):
starters = matchup["starters"]
negative_players = []
for starter_id in starters:
try:
std_pts = week_stats[str(starter_id)]["pts_std"]
except KeyError:
std_pts = 0
if std_pts < 0:
player_info = players_dict[starter_id]
player_name = "{} {}".format(player_info["first_name"],
player_info["last_name"])
negative_players.append((player_name, std_pts))
if len(negative_players) > 0:
owner_id = roster_id_to_owner_id_dict[matchup["roster_id"]]
if owner_id is None:
team_name = "Team name not available" + str(i)
else:
team_name = owner_id_to_team_dict[owner_id]
result_dict[team_name] = negative_players
return result_dict
def main(argv):
args = parse_user_provided_flags()
user = args.username
year = args.year
league_regex = re.compile(args.league_regex)
week = args.week
include_covid = args.include_covid
include_missing = args.include_missing
# Retrieve the list of all inactive players
nfl_players = Players()
inactive_players = find_all_inactive_players_for_week(
nfl_players.get_all_players(), week, include_covid)
if include_missing:
# Empty starting slots fill in as id 0, so add an entry for that
# 0th player in order to report the empty spot
inactive_players.append(
Player("Missing Player", "0", "None", "MISSING", "NONE"))
# Retrieve all of the leagues
admin_user = User(user)
all_leagues = admin_user.get_all_leagues("nfl", year)
user_store = UserStore()
inactive_rosters = []
# Iterate through each league to find the inactive owners in each
for league_object in all_leagues:
league = League(league_object.get("league_id"))
league_name = league.get_league().get("name")
# Only look at leagues that match the provided regex
if league_regex.match(league_name):
user_store.store_users_for_league(league)
inactive_rosters.extend(
find_inactive_starters_for_league_and_week(
league, week, inactive_players, user_store))
# Print out the final inactive rosters
print("")
for roster in inactive_rosters:
print(roster)
def test_get_trending_players(capsys):
players = Players()
added = players.get_trending_players("nfl", "add", 1, 4)
dropped = players.get_trending_players("nfl", "drop")
def test_get_top_players():
players = Players()
top_list = players.get_top_players_by_position('2020', 'QB',
'pts_half_ppr', 12)
assert isinstance(top_list, dict)
assert len(top_list) == 12
def get_player_key(search_string, requestor, name_key_switch):
players = Players().get_all_players()
bot_type = os.environ["BOT_TYPE"]
if bot_type == "groupme":
bot_id = os.environ["BOT_ID"]
bot = GroupMe(bot_id)
elif bot_type == "slack":
webhook = os.environ["SLACK_WEBHOOK"]
bot = Slack(webhook)
elif bot_type == "discord":
webhook = os.environ["DISCORD_WEBHOOK"]
bot = Discord(webhook)
found_players = []
if name_key_switch == 0:
for player_id in players:
player = players[player_id]
try:
token_set_ratio = fuzz.token_set_ratio(search_string, player["search_full_name"])
try:
injury_status = player["injury_status"]
except:
injury_status = None
if search_string in player["search_full_name"]:
found_players.append((player_id, player["full_name"], player["position"], player["team"], injury_status))
elif token_set_ratio > 79:
found_players.append((player_id, player["full_name"], player["position"], player["team"], injury_status))
except:
pass
if player["position"] == "DEF":
search_name = player["first_name"].lower() + player["last_name"].lower()
search_name = search_name.replace(" ","")
full_name_clean = player["first_name"] + " " + player["last_name"]
def_ratio = fuzz.ratio(search_string, search_name)
try:
injury_status = player["injury_status"]
except:
injury_status = None
if def_ratio > 54:
found_players.append((player_id, full_name_clean, player["position"], player["team"], injury_status))
if len(found_players) > 1:
text = "Which player are you looking for?\n\n"
for p in found_players:
text += "for {} ({} - {}) - reply {}\n\n".format(p[1], p[2], p[3], p[0])
bot.send(send_any_string, text)
return "True"
elif len(found_players) == 1:
get_player_stats(found_players[0])
return "False"
elif len(found_players) == 0:
bot.send(send_any_string, 'Player not found')
return "False"
elif name_key_switch == 1:
player = players[search_string]
if player["position"] == "DEF":
full_name_clean = player["first_name"] + " " + player["last_name"]
try:
injury_status = player["injury_status"]
except:
injury_status = None
found_players.append((search_string, full_name_clean, player["position"], player["team"], injury_status))
else:
try:
injury_status = player["injury_status"]
except:
injury_status = None
found_players.append((search_string, player["full_name"], player["position"], player["team"], injury_status))
get_player_stats(found_players[0])
return "False"
def get_depth_chart(team, position):
players = Players().get_all_players()
bot_type = os.environ["BOT_TYPE"]
if bot_type == "groupme":
bot_id = os.environ["BOT_ID"]
bot = GroupMe(bot_id)
elif bot_type == "slack":
webhook = os.environ["SLACK_WEBHOOK"]
bot = Slack(webhook)
elif bot_type == "discord":
webhook = os.environ["DISCORD_WEBHOOK"]
bot = Discord(webhook)
final_string = "Depth Chart for {} - {}\n\n".format(team, position)
if position == 'WR':
lwrdc_num = []
rwrdc_num = []
swrdc_num = []
for player_id in players:
player = players[player_id]
if player["team"] == team and player["position"] == position:
if player["depth_chart_order"] is not None:
if player["depth_chart_position"] == 'LWR':
lwrdc_num.append(player["depth_chart_order"])
elif player["depth_chart_position"] == 'RWR':
rwrdc_num.append(player["depth_chart_order"])
elif player["depth_chart_position"] == 'SWR':
swrdc_num.append(player["depth_chart_order"])
if len(lwrdc_num) > 0:
lwrdc_cnt = max(lwrdc_num)
i =1
final_string += "WR1:\n"
while i <= lwrdc_cnt:
for player_id in players:
player = players[player_id]
if team == player["team"] and position == player["position"] and player["depth_chart_position"] == 'LWR' and i == player["depth_chart_order"]:
final_string += "{}. {}\n".format(i, player["full_name"])
i += 1
final_string += "\n"
if len(rwrdc_num) > 0:
rwrdc_cnt = max(rwrdc_num)
i =1
final_string += "WR2:\n"
while i <= rwrdc_cnt:
for player_id in players:
player = players[player_id]
if team == player["team"] and position == player["position"] and player["depth_chart_position"] == 'RWR' and i == player["depth_chart_order"]:
final_string += "{}. {}\n".format(i, player["full_name"])
i += 1
final_string += "\n"
if len(swrdc_num) > 0:
swrdc_cnt = max(swrdc_num)
i = 1
final_string += "WR3:\n"
while i <= swrdc_cnt:
for player_id in players:
player = players[player_id]
if team == player["team"] and position == player["position"] and player["depth_chart_position"] == 'SWR' and i == player["depth_chart_order"]:
final_string += "{}. {}\n".format(i, player["full_name"])
i += 1
final_string += "\n"
else:
dc_num = []
for player_id in players:
player = players[player_id]
if player["team"] == team and player["position"] == position:
if player["depth_chart_order"] is not None:
dc_num.append(player["depth_chart_order"])
dc_cnt = max(dc_num)
i = 1
while i <= dc_cnt:
for player_id in players:
player = players[player_id]
if team == player["team"] and position == player["position"] and i == player["depth_chart_order"]:
final_string += "{}. {}\n".format(i, player["full_name"])
i += 1
bot.send(send_any_string, final_string)
from sleeper_wrapper import League
from sleeper_wrapper import Players
from sleeper_wrapper import Stats
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import six
#####
# Get the player data
#####
league_id = 438058453903077376
league = League(league_id)
stats = Stats()
players = Players()
all_rules = {
'pass_2pt': 2.0, # Passing 2 point conversions
'pass_int': -2.0, # Passing interceptions
'pass_lng': 0, # Long pass
'off_snp': 68.0, # Total snaps
'gs': 1.0, # Game started
'cmp_pct': 66.7, # Completion percentage
'pass_fd': 6.0, # Passing first downs
'gp': 1.0, # Game played
'pass_sack': 1.0, # Times sacked passing
'tm_off_snp': 68.0, # Teams total offensive snaps
'wind_speed': 6.0, # Wind speed
'gms_active': 1.0, # Active during game
'pass_cmp': 18.0, # Completions
def main():
with Halo("Setting up script details.", spinner="dots") as spinner:
league_id = os.environ.get("SLEEPER_LEAGUE_ID", None)
user_id = os.environ.get("SLEEPER_USER_ID", None)
args = parser.parse_args()
command_args = dict(vars(args))
is_dry_run = command_args.pop("dry_run", None)
keep_positions = tuple(command_args.pop("positions", None))
spinner.succeed()
Halo(f"Included positions are {', '.join(keep_positions)}",
spinner="dots").succeed()
league = League(league_id)
players = Players()
league_rosters = league.get_rosters()
if is_dry_run:
all_players = players.get_all_players()
with open("./data/sleeper_players_current.json", "w") as outfile:
json.dump(all_players, outfile)
else:
with open("./data/sleeper_players_current.json", "r") as infile:
all_players = json.load(infile)
own_team = [
team for team in league_rosters if team["owner_id"] == user_id
].pop()
own_players = own_team["players"]
keep_players = {
p_id: p_data
for p_id, p_data in all_players.items()
if p_data["position"] in keep_positions
}
# save keep_players for testing
with open("./data/sleeper_players_keep.json", "w") as outfile:
json.dump(keep_players, outfile)
# ID free agents by comparing keep_players to rosters
rostered_player_ids = [
player for team in league_rosters for player in team["players"]
]
with Halo("Separating players into rostered and FAs.",
spinner="dots") as spinner:
free_agents = {
p_id: p_data
for p_id, p_data in keep_players.items()
if p_id not in rostered_player_ids
}
rostered_players = {
p_id: p_data
for p_id, p_data in keep_players.items()
if p_id in rostered_player_ids
}
spinner.succeed()
with Halo("Pulling Numberfire Projections", spinner="dots") as spinner:
nfp = numberfireProjections("half_ppr")
nfp.get_data("flex")
nfp.convert_projections()
spinner.succeed()
nf_cleaned_names = {clean_name(x): x for x in nfp.projections.keys()}
# add projections in to rosters
for p_id, p_data in free_agents.items():
if p_data["search_full_name"] in nf_cleaned_names.keys():
p_data["numberfire_projections"] = nfp.projections[
nf_cleaned_names[p_data["search_full_name"]]]
else:
p_data["numberfire_projections"] = 0
for p_id, p_data in rostered_players.items():
if p_data["search_full_name"] in nf_cleaned_names.keys():
p_data["numberfire_projections"] = nfp.projections[
nf_cleaned_names[p_data["search_full_name"]]]
else:
p_data["numberfire_projections"] = 0
Halo("Added projections to FAs and rostered players.",
spinner="dots").succeed()
# comparison
own_roster = {
p_id: p_data
for p_id, p_data in rostered_players.items() if p_id in own_players
}
waiver_players = dict()
for p_id, p_data in own_roster.items():
if p_data["status"] == "Injured Reserve":
continue
waiver_dict = {
"drop_proj": p_data["numberfire_projections"],
"players_to_add": list(),
}
for fa_id, fa_data in free_agents.items():
if (fa_data["numberfire_projections"] >
p_data["numberfire_projections"]) and (
fa_data["position"] == p_data["position"]):
fa_dict = {
"waiver_player": fa_data["search_full_name"],
"waiver_proj": fa_data["numberfire_projections"],
}
waiver_dict["players_to_add"].append(fa_dict)
waiver_players[p_data["search_full_name"]] = waiver_dict
Halo(
"Compared FA projections to your roster. Returning players with better projections.",
spinner="dots",
).succeed()
pp = pprint.PrettyPrinter()
pp.pprint(waiver_players)
# Define Inputs
league_id = 470314205950504960
players_file = 'sleeper_players.pkl'
team_num = 8
# Access API
league = League(league_id)
rosters = league.get_rosters()
# Not supposed to call this all the time because it is a large file (5MB)
if os.path.isfile(players_file):
with open(players_file, 'rb') as f:
players = pickle.load(f)
else:
P = Players()
players = P.get_all_players()
with open(players_file, 'wb') as f:
pickle.dump(players, f)
my_team = rosters[team_num - 1]
my_dudes = [players[id] for id in my_team['players']]
my_pals = [
dude['full_name'] for dude in my_dudes
if not (('DEF' in dude['fantasy_positions']) or
('K' in dude['fantasy_positions']))
]
rostered_teams = [roster['players'] for roster in rosters]
rostered_players = sum(rostered_teams, [])
rostered_dudes = [players[id] for id in rostered_players]
def get_dudes(my_league):
starting_lineup = []
if my_league['platform'] == 'ESPN':
from ff_espn_api import League
league_id = my_league['league_id']
year = my_league['year']
swid = my_league['swid']
espn_s2 = my_league['espn_s2']
team_num = my_league['team_num']
league = League(league_id, year, espn_s2, swid)
my_team = league.teams[team_num - 1]
my_dudes = my_team.roster
my_pals = [
dude.name for dude in my_dudes
if not ('D/ST' in dude.eligibleSlots or 'K' in dude.eligibleSlots)
]
my_pos = [
dude.position for dude in my_dudes
if not ('D/ST' in dude.eligibleSlots or 'K' in dude.eligibleSlots)
]
my_def = [
dude.proTeam for dude in my_dudes if 'D/ST' in dude.eligibleSlots
]
my_kick = [dude.name for dude in my_dudes if 'K' in dude.eligibleSlots]
teams = league.teams
rosters = [team.roster for team in teams]
rostered_pals = []
rostered_def = []
rostered_kick = []
for roster in rosters:
dudes = [
dude.name for dude in roster if not (
'D/ST' in dude.eligibleSlots or 'K' in dude.eligibleSlots)
]
rostered_pals.extend(dudes)
rostered_def.extend([
dude.proTeam for dude in roster if 'D/ST' in dude.eligibleSlots
])
rostered_kick.extend(
[dude.name for dude in roster if 'K' in dude.eligibleSlots])
team_name = my_team.team_name
boxscores = league.box_scores()
for boxscore in boxscores:
if boxscore.away_team.team_name == team_name:
my_guys = boxscore.away_lineup
elif boxscore.home_team.team_name == team_name:
my_guys = boxscore.home_lineup
for guy in my_guys:
if guy.slot_position not in ['D/ST', 'K', 'BE']:
starting_lineup.append(guy.name)
elif my_league['platform'] == 'YAHOO':
from yahoo_oauth import OAuth2
import yahoo_fantasy_api as yfa
oauth_file = my_league['oauth_file']
lg_number = my_league['lg_number']
sc = OAuth2(None, None, from_file=oauth_file)
gm = yfa.Game(sc, 'nfl')
league = gm.to_league(lg_number)
week = league.current_week()
team_objs = league.teams()
team_keys = [team['team_key'] for team in team_objs]
teams = [league.to_team(key) for key in team_keys]
rosters = [team.roster(week) for team in teams]
rostered_pals = []
rostered_def = []
rostered_kick = []
for roster in rosters:
dudes = [
dude['name'] for dude in roster
if not ('K' in dude['eligible_positions']
or 'DEF' in dude['eligible_positions'])
]
rostered_pals.extend(dudes)
rostered_def.extend([
dude['name'] for dude in roster
if 'DEF' in dude['eligible_positions']
])
rostered_kick.extend([
dude['name'] for dude in roster
if 'K' in dude['eligible_positions']
])
my_team = league.to_team(league.team_key())
my_roster = my_team.roster(week)
my_pals = [
dude['name'] for dude in my_roster
if not ('K' in dude['eligible_positions']
or 'DEF' in dude['eligible_positions'])
]
my_pos = [
dude['eligible_positions'][0] for dude in my_roster
if not ('K' in dude['eligible_positions']
or 'DEF' in dude['eligible_positions'])
]
my_def = [
dude['name'] for dude in my_roster
if 'DEF' in dude['eligible_positions']
]
my_kick = [
dude['name'] for dude in my_roster
if 'K' in dude['eligible_positions']
]
starting_lineup = [
dude['name'] for dude in my_roster
if not dude['selected_position'] in ['BN', 'K', 'DEF']
]
def_map = { #This neglects the RAMS and the GIANTS because Yahoo is dumb and I don't want to figure out their player IDs.
'New England': 'NE',
'Chicago': 'CHI',
'Tampa Bay': 'TB',
'Tennessee': 'TEN',
'San Francisco': 'SF',
'New York': 'NYJ',
'Green Bay': 'GB',
'New Orleans': 'NO',
'Pittsburgh': 'PIT',
'Carolina': 'CAR',
'Detroit': 'DET',
'Seattle': 'SEA',
'Cleveland': 'CLE',
'Los Angeles': 'LAC',
'Kansas City': 'KC',
'Minnesota': 'MIN',
'Buffalo': 'BUF',
'Dallas': 'DAL',
'Houston': 'HOU',
'Jacksonville': 'JAX',
'Indianapolis': 'IND',
'Oakland': 'OAK',
'Washington': 'WAS',
'Baltimore': 'BAL',
'Philadelphia': 'PHI',
'Arizona': 'ARI',
'Atlanta': 'ATL',
'Cincinnati': 'CIN',
'Denver': 'DEN',
'Miami': 'MIA'
}
my_def = [def_map[d] for d in my_def]
rostered_def = [def_map[d] for d in rostered_def]
elif my_league['platform'] == 'SLEEPER':
from sleeper_wrapper import League, Players
import pickle
import os.path
league_id = my_league['league_id']
players_file = my_league['players_file']
team_num = my_league['team_num']
league = League(league_id)
rosters = league.get_rosters()
# Not supposed to call this all the time because it is a large file (5MB)
if os.path.isfile(players_file):
with open(players_file, 'rb') as f:
players = pickle.load(f)
else:
P = Players()
players = P.get_all_players()
with open(players_file, 'wb') as f:
pickle.dump(players, f)
my_team = rosters[team_num - 1]
my_dudes = [players[id] for id in my_team['players']]
my_pals = [
dude['full_name'] for dude in my_dudes
if not (('DEF' in dude['fantasy_positions']) or
('K' in dude['fantasy_positions']))
]
starting_dudes = [players[id] for id in my_team['starters']]
starting_lineup = [
dude['full_name'] for dude in starting_dudes
if not (('DEF' in dude['fantasy_positions']) or
('K' in dude['fantasy_positions']))
]
my_pos = [
dude['position'] for dude in my_dudes
if not (('DEF' in dude['fantasy_positions']) or
('K' in dude['fantasy_positions']))
]
my_def = [
dude['player_id'] for dude in my_dudes
if 'DEF' in dude['fantasy_positions']
]
my_kick = [
dude['full_name'] for dude in my_dudes
if 'K' in dude['fantasy_positions']
]
rostered_teams = [roster['players'] for roster in rosters]
rostered_players = sum(rostered_teams, [])
rostered_dudes = [players[id] for id in rostered_players]
rostered_pals = [
dude['full_name'] for dude in rostered_dudes
if not (('DEF' in dude['fantasy_positions']) or
('K' in dude['fantasy_positions']))
]
rostered_def = [
dude['player_id'] for dude in rostered_dudes
if 'DEF' in dude['fantasy_positions']
]
rostered_kick = [
dude['full_name'] for dude in rostered_dudes
if 'K' in dude['fantasy_positions']
]
else:
raise ValueError('League platform ' + league.platform +
' is not supported.')
return my_pals, my_pos, rostered_pals, my_def, rostered_def, my_kick, rostered_kick, clean_names(
starting_lineup)