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Update leaderboard.py
Browse files- leaderboard.py +18 -104
leaderboard.py
CHANGED
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@@ -7,6 +7,7 @@ import config
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import math
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from nc_py_api import Nextcloud
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# Dictionary to store ELO ratings
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elo_ratings = {}
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@@ -27,37 +28,6 @@ def load_leaderboard() -> Dict[str, Any]:
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print(f"Error loading leaderboard: {str(e)}")
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return {}
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def load_archived_models() -> Dict[str, Any]:
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try:
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nc = Nextcloud(
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nextcloud_url=config.NEXTCLOUD_URL,
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nc_auth_user=config.NEXTCLOUD_USERNAME,
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nc_auth_pass=config.NEXTCLOUD_PASSWORD
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)
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file_content = nc.files.download(config.ARCHIVED_MODELS_PATH)
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if file_content:
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return json.loads(file_content.decode('utf-8'))
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else:
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print(f"Error loading archived models: Received empty content from Nextcloud at {config.ARCHIVED_MODELS_PATH}")
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return {}
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except Exception as e:
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print(f"Error loading archived models: {str(e)}")
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return {}
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def save_archived_models(archived_data: Dict[str, Any]) -> bool:
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try:
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nc = Nextcloud(
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nextcloud_url=config.NEXTCLOUD_URL,
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nc_auth_user=config.NEXTCLOUD_USERNAME,
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nc_auth_pass=config.NEXTCLOUD_PASSWORD
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)
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json_data = json.dumps(archived_data, indent=2)
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nc.files.upload(config.ARCHIVED_MODELS_PATH, json_data.encode('utf-8'))
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return True
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except Exception as e:
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print(f"Error saving archived models: {str(e)}")
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return False
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def save_leaderboard(leaderboard_data: Dict[str, Any]) -> bool:
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try:
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nc = Nextcloud(
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@@ -142,27 +112,21 @@ def update_elo_ratings(winner, loser):
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def initialize_elo_ratings():
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leaderboard = load_leaderboard()
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archived_models = load_archived_models()
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# Initialize ELO for active models
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for model, _ in config.get_approved_models():
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elo_ratings[model] = 1000 + (size * 100)
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# Replay all battles to update ELO ratings
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for model, data in leaderboard.items():
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if model not in
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for _ in range(results['losses']):
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update_elo_ratings(opponent, model)
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def ensure_elo_ratings_initialized():
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if not elo_ratings:
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@@ -170,7 +134,6 @@ def ensure_elo_ratings_initialized():
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def update_leaderboard(winner: str, loser: str) -> Dict[str, Any]:
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leaderboard = load_leaderboard()
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archived_models = load_archived_models()
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if winner not in leaderboard:
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leaderboard[winner] = {"wins": 0, "losses": 0, "opponents": {}}
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@@ -186,59 +149,16 @@ def update_leaderboard(winner: str, loser: str) -> Dict[str, Any]:
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# Update ELO ratings
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update_elo_ratings(winner, loser)
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# Check if any model needs to be archived
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for model_name in list(leaderboard.keys()):
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wins = leaderboard[model_name].get('wins', 0)
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losses = leaderboard[model_name].get('losses', 0)
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total_battles = wins + losses
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if total_battles >= config.ARCHIVE_BATTLE_THRESHOLD:
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print(f"Archiving model: {model_name} with {total_battles} battles")
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archived_models[model_name] = leaderboard.pop(model_name)
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if model_name in elo_ratings:
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del elo_ratings[model_name] # Remove from active ELO ratings
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save_leaderboard(leaderboard)
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save_archived_models(archived_models)
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return leaderboard
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def get_current_leaderboard() -> Dict[str, Any]:
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archived_models = load_archived_models()
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# Filter out archived models
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active_leaderboard = {model: data for model, data in leaderboard.items() if model not in archived_models}
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return active_leaderboard
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def get_human_readable_name(model_name: str) -> str:
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model_dict = dict(config.get_approved_models())
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return model_dict.get(model_name, model_name)
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def get_archived_models_list():
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archived_data = load_archived_models()
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table_data = []
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headers = ["Model", "Wins", "Losses", "Total Battles", "Win Rate"]
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for model, results in archived_data.items():
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wins = results.get('wins', 0)
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losses = results.get('losses', 0)
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total_battles = wins + losses
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win_rate = wins / total_battles if total_battles > 0 else 0
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human_readable = get_human_readable_name(model)
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row = [
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human_readable,
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wins,
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losses,
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total_battles,
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f"{win_rate:.1%}"
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]
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table_data.append(row)
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table_data.sort(key=lambda x: x[3], reverse=True) # Sort by total battles
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return table_data
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def get_leaderboard():
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leaderboard = load_leaderboard()
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@@ -311,15 +231,9 @@ def get_elo_leaderboard():
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headers = ["#", "Model", "ELO Rating", "Wins", "Losses", "Total Battles", "Win Rate"]
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leaderboard = load_leaderboard()
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# Filter out archived models from the active list
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archived_models = load_archived_models()
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# Combine approved models and models from the leaderboard, then filter out archived ones
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all_models = set(dict(config.get_approved_models()).keys()) | set(leaderboard.keys())
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for model in active_models:
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# Get ELO rating
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rating = elo_ratings.get(model, 1000 + (get_model_size(model) * 100))
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@@ -354,7 +268,7 @@ def get_elo_leaderboard():
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return table_data
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def create_backup():
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try:
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leaderboard_data = load_leaderboard()
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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@@ -370,7 +284,7 @@ def create_backup():
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print(f"Backup created on Nextcloud: {backup_path}")
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except Exception as e:
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print(f"Error creating backup: {e}")
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def start_backup_thread():
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backup_thread = threading.Thread(target=create_backup, daemon=True)
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import math
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from nc_py_api import Nextcloud
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# Dictionary to store ELO ratings
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elo_ratings = {}
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print(f"Error loading leaderboard: {str(e)}")
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return {}
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def save_leaderboard(leaderboard_data: Dict[str, Any]) -> bool:
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try:
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nc = Nextcloud(
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def initialize_elo_ratings():
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leaderboard = load_leaderboard()
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for model, _ in config.get_approved_models():
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size = get_model_size(model)
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elo_ratings[model] = 1000 + (size * 100)
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# Replay all battles to update ELO ratings
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for model, data in leaderboard.items():
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if model not in elo_ratings:
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elo_ratings[model] = 1000 + (get_model_size(model) * 100)
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for opponent, results in data['opponents'].items():
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if opponent not in elo_ratings:
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elo_ratings[opponent] = 1000 + (get_model_size(opponent) * 100)
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for _ in range(results['wins']):
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update_elo_ratings(model, opponent)
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for _ in range(results['losses']):
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update_elo_ratings(opponent, model)
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def ensure_elo_ratings_initialized():
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if not elo_ratings:
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def update_leaderboard(winner: str, loser: str) -> Dict[str, Any]:
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leaderboard = load_leaderboard()
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if winner not in leaderboard:
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leaderboard[winner] = {"wins": 0, "losses": 0, "opponents": {}}
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# Update ELO ratings
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update_elo_ratings(winner, loser)
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save_leaderboard(leaderboard)
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return leaderboard
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def get_current_leaderboard() -> Dict[str, Any]:
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return load_leaderboard()
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def get_human_readable_name(model_name: str) -> str:
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model_dict = dict(config.get_approved_models())
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return model_dict.get(model_name, model_name)
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def get_leaderboard():
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leaderboard = load_leaderboard()
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headers = ["#", "Model", "ELO Rating", "Wins", "Losses", "Total Battles", "Win Rate"]
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leaderboard = load_leaderboard()
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all_models = set(dict(config.get_approved_models()).keys()) | set(leaderboard.keys())
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for model in all_models:
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# Get ELO rating
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rating = elo_ratings.get(model, 1000 + (get_model_size(model) * 100))
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return table_data
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def create_backup():
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while True:
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try:
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leaderboard_data = load_leaderboard()
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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print(f"Backup created on Nextcloud: {backup_path}")
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except Exception as e:
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print(f"Error creating backup: {e}")
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time.sleep(43200) # Sleep for 12 HOURS
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def start_backup_thread():
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backup_thread = threading.Thread(target=create_backup, daemon=True)
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