""" Decorator definitions """ from typing import Callable, List from mattport.utils import comms def decorate_all(decorators: List[Callable]) -> Callable: """A decorator to decorate all member functions of a class""" def decorate(cls): for attr in cls.__dict__: if callable(getattr(cls, attr)) and attr != "__init__": for decorator in decorators: setattr(cls, attr, decorator(getattr(cls, attr))) return cls return decorate def check_stats_enabled(func: Callable) -> Callable: """Decorator: check if stats tracker is enabled""" def wrapper(self, *args, **kwargs): ret = None if self.config.logging.enable_stats: ret = func(self, *args, **kwargs) return ret return wrapper def check_profiler_enabled(func: Callable) -> Callable: """Decorator: check if profiler is enabled""" def wrapper(self, *args, **kwargs): ret = None if self.config.enable_stats: ret = func(self, *args, **kwargs) return ret return wrapper def check_main_thread(func: Callable) -> Callable: """Decorator: check if you are on main thread""" def wrapper(self, *args, **kwargs): ret = None if comms.is_main_process(): ret = func(self, *args, **kwargs) return ret return wrapper def check_print_stats_step(func: Callable) -> Callable: """Decorator: check if it is time to print stats update""" def wrapper(self, *args, **kwargs): ret = None if ( self.step % self.config.logging.steps_per_log == 0 or (self.config.graph.steps_per_save and self.step % self.config.graph.steps_per_save == 0) or self.step % self.config.graph.steps_per_test == 0 ): ret = func(self, *args, **kwargs) return ret return wrapper