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weekly_player_points.py
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weekly_player_points.py
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import requests
import gspread
from google.oauth2 import service_account
import json
import os
#script to get all of the rostered players for every week and compute the highest scorer
# Load the configuration from config.json
with open('config.json') as config_file:
config = json.load(config_file)
# Google Sheets setup
SHEET_NAME = 'Most Points Generated by Rostered Player All-Time'
SCOPES = ['https://www.googleapis.com/auth/spreadsheets']
SERVICE_ACCOUNT_FILE = config['service_account_file']
# Authorize the gspread client
credentials = service_account.Credentials.from_service_account_file(SERVICE_ACCOUNT_FILE, scopes=SCOPES)
gc = gspread.authorize(credentials)
# Open the Google Sheet
spreadsheet_id = config['spreadsheet_id']
sheet = gc.open_by_key(spreadsheet_id)
# Check if the worksheet exists, and create it if not
try:
worksheet = sheet.worksheet(SHEET_NAME)
except gspread.exceptions.WorksheetNotFound:
worksheet = sheet.add_worksheet(title=SHEET_NAME, rows="1000", cols="6")
# Write headers to the new sheet
worksheet.append_row(['Year', 'Week', 'Display Name', 'Player Name', 'Points', 'Player ID'])
# Log file setup
LOG_FILE = 'processed_weeks.log'
# Function to read processed weeks from the log file
def read_processed_weeks():
if not os.path.exists(LOG_FILE):
return set()
with open(LOG_FILE, 'r') as file:
processed_weeks = set(line.strip() for line in file)
return processed_weeks
# Function to append a new processed week to the log file
def append_processed_week(year, week):
with open(LOG_FILE, 'a') as file:
file.write(f"{year},{week}\n")
# Function to check if a week has been processed
def is_week_processed(year, week):
processed_weeks = read_processed_weeks()
return f"{year},{week}" in processed_weeks
# Function to update a record in the sheet using update_cells for better control
def update_record(row_number, year, week, display_name, player_name, points, player_id):
# Prepare the cell range for updating
cell_range = worksheet.range(f'A{row_number}:F{row_number}')
# Update cell values, ensuring that numbers are not treated as text
cell_range[0].value = int(year) # Ensure year is stored as an integer
cell_range[1].value = int(week) # Ensure week is stored as an integer
cell_range[2].value = display_name # Display name as text
cell_range[3].value = player_name # Player name as text
cell_range[4].value = float(points) # Ensure points are stored as a float (number)
cell_range[5].value = player_id # Player ID as text
# Update the cells in the worksheet
worksheet.update_cells(cell_range)
# Function to check if a record already exists
def record_exists(existing_records, year, week, player_id):
return (year, week, player_id) in existing_records
# Function to process data for a given week
def process_week(league_id, year, week):
# Define the API endpoints for the current week
matchups_url = f'https://api.sleeper.app/v1/league/{league_id}/matchups/{week}'
rosters_url = f'https://api.sleeper.app/v1/league/{league_id}/rosters'
users_url = f'https://api.sleeper.app/v1/league/{league_id}/users'
# Initialize the response variable
highest_scorer = None
try:
# Make the GET request for matchups
matchups_response = requests.get(matchups_url)
matchups_response.raise_for_status() # Raise an exception for HTTP errors
matchups = matchups_response.json() # Parse the JSON response for matchups
# Make the GET request for rosters
rosters_response = requests.get(rosters_url)
rosters_response.raise_for_status() # Raise an exception for HTTP errors
rosters = rosters_response.json() # Parse the JSON response for rosters
# Make the GET request for users to get display names and user info
users_response = requests.get(users_url)
users_response.raise_for_status() # Raise an exception for HTTP errors
users = users_response.json() # Parse the JSON response for users
# Create a mapping from user_id to user details (display_name, etc.)
user_mapping = {user['user_id']: {
'display_name': user.get('display_name', 'Unknown'),
'username': user.get('username', 'Unknown')
} for user in users}
# Create a mapping from roster_id to owner_id (user_id)
roster_mapping = {roster['roster_id']: roster['owner_id'] for roster in rosters}
# Fetch the player information from the Sleeper API
players_response = requests.get('https://api.sleeper.app/v1/players/nfl')
players_response.raise_for_status() # Raise an exception for HTTP errors
players = players_response.json() # Parse the JSON response for players
# Create a mapping from player_id to player details (full name)
player_mapping = {player_id: {
'first_name': player.get('first_name', 'Unknown'),
'last_name': player.get('last_name', 'Unknown'),
'full_name': f"{player.get('first_name', '')} {player.get('last_name', '')}".strip()
} for player_id, player in players.items()}
# Variables to keep track of the highest scorer
highest_points = float('-inf') # Start with negative infinity so any player can beat it
# Process the matchups
for matchup in matchups:
roster_id = matchup['roster_id']
points = matchup['points']
starters = matchup['starters']
starters_points = matchup.get('starters_points', []) # Ensure we handle cases where this field might be missing
# Get the user_id from the roster mapping
user_id = roster_mapping.get(roster_id, 'Unknown')
# Get the user details from the user mapping
user_details = user_mapping.get(user_id, {})
display_name = user_details.get('display_name', 'Unknown')
# Create a list of dictionaries containing player IDs and their corresponding points
starters_with_points = [
{'player_id': player_id, 'points': starters_points[idx]}
for idx, player_id in enumerate(starters)
]
# Check if any starter has the highest points
for starter in starters_with_points:
if starter['points'] > highest_points:
highest_points = starter['points']
highest_scorer = {
'player_id': starter['player_id'],
'points': starter['points'],
'user_id': user_id,
'display_name': display_name,
'player_name': player_mapping.get(starter['player_id'], {}).get('full_name', 'Unknown Player')
}
except requests.exceptions.RequestException as e:
print(f"An error occurred: {e}")
except Exception as e:
print(f"An unexpected error occurred: {e}")
# If highest points are 0, return None and stop processing
if highest_points <= 0:
return None
return highest_scorer
# Function to process data for all weeks in a given year and league
def process_year(year, league_id):
# Keep track of weeks to reprocess (last two weeks)
weeks_to_process = set(range(1, 20)) # Initialize to process all weeks
processed_weeks = read_processed_weeks()
# Find the last two weeks with data
recent_weeks = sorted({week for week in range(1, 20) if (f"{year},{week}" in processed_weeks) and week <= 19}, reverse=True)[:2]
# Add the last two weeks to the set of weeks to process
weeks_to_process.update(recent_weeks)
for week in range(1, 19): # Process weeks 1 through 18
if week in weeks_to_process:
if not is_week_processed(year, week):
highest_scorer = process_week(league_id, year, week)
if highest_scorer:
# Append new record
worksheet.append_row([
int(year),
int(week),
highest_scorer['display_name'],
highest_scorer['player_name'],
float(highest_scorer['points']),
highest_scorer['player_id']
])
append_processed_week(year, week)
else:
print(f"No valid highest scorer for Year {year} - Week {week}. Stopping further processing.")
break # Stop processing further weeks if no valid highest scorer is found
else:
print(f"Year {year} - Week {week} has already been processed.")
def main():
for year in config['league_ids']:
league_id = config['league_ids'][year]
if league_id:
process_year(year, league_id)
if __name__ == "__main__":
main()