Files
NHL-Scoreboard/app/scoreboard/process_data.py

147 lines
6.1 KiB
Python

import sqlite3
from datetime import datetime, timedelta
def extract_game_info(scoreboard_data):
if not scoreboard_data:
return []
extracted_info = []
for game in scoreboard_data.get("games", []):
game_state = convert_game_state(game["gameState"])
extracted_info.append({
"Home Team": game["homeTeam"]["name"]["default"],
"Home Score": game["homeTeam"]["score"] if game_state != "PRE" else "N/A",
"Away Team": game["awayTeam"]["name"]["default"],
"Away Score": game["awayTeam"]["score"] if game_state != "PRE" else "N/A",
"Home Logo": game["homeTeam"]["logo"],
"Away Logo": game["awayTeam"]["logo"],
"Game State": game_state,
"Period": process_period(game),
"Time Remaining": process_time_remaining(game),
"Time Running": game["clock"]["running"] if game_state == "LIVE" else "N/A",
"Intermission": game["clock"]["inIntermission"] if game_state == "LIVE" else "N/A",
"Priority": calculate_game_priority(game),
"Start Time": process_start_time(game),
"Home Record": game["homeTeam"]["record"] if game["gameState"] in ["PRE", "FUT"] else "N/A",
"Away Record": game["awayTeam"]["record"] if game["gameState"] in ["PRE", "FUT"] else "N/A",
"Home Shots": game["homeTeam"]["sog"] if game["gameState"] not in ["PRE", "FUT"] else 0,
"Away Shots": game["awayTeam"]["sog"] if game["gameState"] not in ["PRE", "FUT"] else 0,
"Home Power Play": get_power_play_info(game, game["homeTeam"]["name"]["default"]),
"Away Power Play": get_power_play_info(game, game["awayTeam"]["name"]["default"]),
"Last Period Type": get_game_outcome(game, game_state)
})
# Sort games based on priority
return sorted(extracted_info, key=lambda x: x["Priority"], reverse=True)
def convert_game_state(game_state):
state_mapping = {"OFF": "FINAL", "CRIT": "LIVE", "FUT": "PRE"}
return state_mapping.get(game_state, game_state)
def process_period(game):
if game["gameState"] in ["PRE", "FUT"]:
return 0
elif game["gameState"] in ["FINAL", "OFF"]:
return "N/A"
else:
return game["periodDescriptor"]["number"]
def process_time_remaining(game):
if game["gameState"] in ["PRE", "FUT"]:
return "20:00"
elif game["gameState"] in ["FINAL", "OFF"]:
return "00:00"
else:
time_remaining = game["clock"]["timeRemaining"]
return "END" if time_remaining == "00:00" else time_remaining
def process_start_time(game):
if game["gameState"] in ["PRE", "FUT"]:
utc_time = game["startTimeUTC"]
return utc_to_est_time(utc_time)
else:
return "N/A"
def get_power_play_info(game, team_name):
if "situation" in game and "situationDescriptions" in game["situation"]:
for situation in game["situation"]["situationDescriptions"]:
if situation == "PP" and game["awayTeam"]["name"]["default"] == team_name:
return f"PP {game['situation']['timeRemaining']}"
elif situation == "PP" and game["homeTeam"]["name"]["default"] == team_name:
return f"PP {game['situation']['timeRemaining']}"
return ""
def get_game_outcome(game, game_state):
return game["gameOutcome"]["lastPeriodType"] if game_state == "FINAL" else "N/A"
def calculate_game_priority(game):
# Return 0 if game is in certain states
if game["gameState"] in ["FINAL", "OFF", "PRE", "FUT"]:
return 0
# Get standings for home and away teams
home_team_standings = get_team_standings(game["homeTeam"]["name"]["default"])
away_team_standings = get_team_standings(game["awayTeam"]["name"]["default"])
# Calculate total values of leagueSequence + leagueL10Sequence for each team
home_total = home_team_standings["league_sequence"] + home_team_standings["league_l10_sequence"]
away_total = away_team_standings["league_sequence"] + away_team_standings["league_l10_sequence"]
# Calculate the matchup adjustment factor
matchup_adjustment = home_total + away_total
# Get period, time remaining, scores, and other relevant data
period = game.get("periodDescriptor", {}).get("number", 0)
time_remaining = game.get("clock", {}).get("secondsRemaining", 0)
home_score = game["homeTeam"]["score"]
away_score = game["awayTeam"]["score"]
score_difference = abs(home_score - away_score)
score_total = (home_score + away_score) * 25
# Calculate the base priority based on period
base_priority = {5: 650, 4: 600, 3: 300, 2: 200}.get(period, 100)
# Adjust base priority based on score difference
if score_difference > 3:
base_priority -= 500
elif score_difference > 2:
base_priority -= 350
elif score_difference > 1:
base_priority -= 100
# Adjust base priority based on certain conditions
if score_difference == 0 and period == 3 and time_remaining <= 600:
base_priority += 100
# Calculate time priority
time_multiplier = {4: 2, 3: 2, 2: 1.5}.get(period, 0.75)
time_priority = ((1200 - time_remaining) / 20) * time_multiplier
# Calculate the final priority
final_priority = int(base_priority + time_priority - matchup_adjustment + score_total)
# Pushes the games that are in intermission to the bottom, but retains their sort
if game["clock"]["inIntermission"]:
return (final_priority - 2000)
return final_priority
def get_team_standings(team_name):
conn = sqlite3.connect("app/data/nhl_standings.db")
cursor = conn.cursor()
cursor.execute("""
SELECT league_sequence, league_l10_sequence
FROM standings
WHERE team_common_name = ?
""", (team_name,))
result = cursor.fetchone()
conn.close()
return {"league_sequence": result[0] if result else 0, "league_l10_sequence": result[1] if result else 0}
def utc_to_est_time(utc_time):
utc_datetime = datetime.strptime(utc_time, "%Y-%m-%dT%H:%M:%SZ")
est_offset = timedelta(hours=-5)
est_datetime = utc_datetime + est_offset
return est_datetime.strftime("%#I:%M %p")