feat(log): implement LoggerProxy to defer initialization and prevent premature directory creation
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parent
71aedc4853
commit
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3 changed files with 69 additions and 48 deletions
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@ -5,7 +5,7 @@ This package provides a unified interface for logging to multiple backends
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"""
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from experiment_logger.config_utils import load_yaml_config, merge_config_with_cli
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from experiment_logger.unified_logger import UnifiedLogger, get_logger
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from experiment_logger.unified_logger import UnifiedLogger, get_logger, init_logger
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from experiment_logger.simple_logger import SimpleLogger
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from experiment_logger.wandb_utils import finish_wandb, init_wandb
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@ -13,6 +13,7 @@ __all__ = [
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"UnifiedLogger",
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"SimpleLogger",
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"get_logger",
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"init_logger",
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"init_wandb",
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"finish_wandb",
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"load_yaml_config",
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@ -8,8 +8,6 @@ from dataclasses import fields, is_dataclass
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from experiment_logger.unified_logger import get_logger
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log = get_logger()
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T = TypeVar("T")
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@ -24,7 +22,7 @@ def load_yaml_config(config_path: str) -> Dict[str, Any]:
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if config is None:
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return {}
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log.info(f"Loaded configuration from: {config_path}")
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get_logger().info(f"Loaded configuration from: {config_path}")
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return config
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@ -35,7 +33,7 @@ def save_yaml_config(config: Dict[str, Any], config_path: str):
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with open(config_path, "w") as f:
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yaml.dump(config, f, default_flow_style=False, indent=2, sort_keys=False)
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log.info(f"Saved configuration to: {config_path}")
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get_logger().info(f"Saved configuration to: {config_path}")
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def dataclass_from_dict(cls: Type[T], config_dict: Dict[str, Any]) -> T:
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@ -66,10 +64,10 @@ def dataclass_from_dict(cls: Type[T], config_dict: Dict[str, Any]) -> T:
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else:
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filtered_config[key] = field.type(value) if value is not None else None # type: ignore
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except (ValueError, TypeError) as e:
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log.warning(f"Could not convert {key}={value} to {field.type}: {e}")
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get_logger().warning(f"Could not convert {key}={value} to {field.type}: {e}")
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filtered_config[key] = value
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else:
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log.warning(f"Unknown configuration parameter: {key}")
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get_logger().warning(f"Unknown configuration parameter: {key}")
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return cls(**filtered_config)
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@ -101,9 +99,9 @@ def merge_config_with_cli(config_class: Type[T], config_file: str | None = None)
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yaml_config = {}
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if extracted_config_file and os.path.exists(extracted_config_file):
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yaml_config = load_yaml_config(extracted_config_file)
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log.info(f"Merging YAML config from {extracted_config_file} with CLI args")
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get_logger().info(f"Merging YAML config from {extracted_config_file} with CLI args")
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elif extracted_config_file:
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log.warning(f"Config file not found: {extracted_config_file}, using CLI args only")
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get_logger().warning(f"Config file not found: {extracted_config_file}, using CLI args only")
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# Create default instance to know what the defaults are
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default_instance = config_class()
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@ -126,22 +124,22 @@ def merge_config_with_cli(config_class: Type[T], config_file: str | None = None)
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if cli_value != default_value:
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final_config[field_name] = cli_value
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if yaml_value != default_value and yaml_value != cli_value:
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log.info(f"CLI override: {field_name}={cli_value} (YAML had {yaml_value})")
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get_logger().info(f"CLI override: {field_name}={cli_value} (YAML had {yaml_value})")
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else:
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final_config[field_name] = yaml_value
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if yaml_value != default_value:
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log.info(f"YAML config: {field_name}={yaml_value}")
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get_logger().info(f"YAML config: {field_name}={yaml_value}")
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return config_class(**final_config)
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def print_config(config: Any, title: str = "Configuration"):
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"""Pretty print configuration."""
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log.info(f"{title}:")
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get_logger().info(f"{title}:")
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if is_dataclass(config):
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for field in fields(config):
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value = getattr(config, field.name)
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log.info(f" {field.name}: {value}")
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get_logger().info(f" {field.name}: {value}")
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else:
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for key, value in vars(config).items():
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log.info(f" {key}: {value}")
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get_logger().info(f" {key}: {value}")
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@ -21,38 +21,67 @@ import numpy as np
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from experiment_logger.wandb_utils import finish_wandb, init_wandb
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# Global singleton storage
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_global_logger = None
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# Global storage for the active logger and the proxy singleton
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_active_logger: Optional[Any] = None
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_proxy_instance: Optional["LoggerProxy"] = None
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def get_logger() -> "UnifiedLogger":
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"""Retrieve the global UnifiedLogger. If not initialized, fallback to auto-initialization."""
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global _global_logger
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if _global_logger is None:
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try:
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commit_hash = (
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subprocess.check_output(
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["git", "rev-parse", "--short", "HEAD"], stderr=subprocess.STDOUT
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)
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.decode("utf-8")
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.strip()
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)
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except Exception:
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commit_hash = "unknown"
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def get_logger() -> "LoggerProxy":
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"""Retrieve the global LoggerProxy.
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timestamp_str = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
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generic_name = f"{timestamp_str}_{commit_hash}_brittle_star"
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This should be used for all logging calls. It returns a proxy that
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delegates to the active logger (defaulting to a SimpleLogger until
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init_logger is called).
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"""
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global _proxy_instance, _active_logger
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if _proxy_instance is None:
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if _active_logger is None:
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# Fallback to SimpleLogger to avoid premature directory creation
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from experiment_logger.simple_logger import SimpleLogger
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# Initialize generic fallback logger without WandB
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_global_logger = UnifiedLogger(
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run_name=generic_name,
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config={"auto_initialized": True},
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use_wandb=False,
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_set_as_global=False, # Prevent recursive call inside __init__
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)
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_global_logger.warning(f"UnifiedLogger auto-initialized with name: {generic_name}")
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_active_logger = SimpleLogger(run_name="pre_init")
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return _global_logger
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_proxy_instance = LoggerProxy()
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return _proxy_instance
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def init_logger(**kwargs) -> "UnifiedLogger":
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"""Initialize the full UnifiedLogger and set it as the active logger.
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This should be called once the configuration is ready. It will create
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the output directories and set up all logging backends.
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"""
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global _active_logger
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logger = UnifiedLogger(_set_as_global=False, **kwargs)
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_active_logger = logger
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return logger
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class LoggerProxy:
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"""Proxy that delegates all method calls to the active logger instance.
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This allows the logger to be swapped out (e.g., from a SimpleLogger to
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a UnifiedLogger) without any clients needing to update their references.
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"""
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def _get_logger(self) -> Any:
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global _active_logger
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if _active_logger is None:
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# This shouldn't normally happen since get_logger handles it
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from experiment_logger.simple_logger import SimpleLogger
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_active_logger = SimpleLogger(run_name="pre_init_fallback")
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return _active_logger
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def __getattr__(self, name: str) -> Any:
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return getattr(self._get_logger(), name)
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def __enter__(self):
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return self._get_logger().__enter__()
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def __exit__(self, exc_type, exc_val, exc_tb):
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return self._get_logger().__exit__(exc_type, exc_val, exc_tb)
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class UnifiedLogger:
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@ -68,7 +97,6 @@ class UnifiedLogger:
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use_wandb: bool = True,
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save_code: bool = True,
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log_level: int = logging.INFO,
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_set_as_global: bool = True,
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):
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"""Initialize the unified logger.
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@ -80,7 +108,6 @@ class UnifiedLogger:
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base_dir: Base directory for local storage
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use_wandb: Whether to use WandB logging
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save_code: Whether to save code to WandB
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_set_as_global: Internal flag to override the global singleton
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"""
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self.run_name = run_name
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self.config = config
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@ -119,11 +146,6 @@ class UnifiedLogger:
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self._text_logger.addHandler(fh)
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self._text_logger.addHandler(ch)
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# Set as global singleton
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global _global_logger
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if _set_as_global:
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_global_logger = self
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# Save config to disk
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self._save_config()
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