import sys from absl import logging from keras_core.api_export import keras_core_export from keras_core.backend.common import global_state @keras_core_export( [ "keras_core.config.enable_interactive_logging", "keras_core.utils.enable_interactive_logging", ] ) def enable_interactive_logging(): """Turn on interactive logging. When interactive logging is enabled, Keras displays logs via stdout. This provides the best experience when using Keras in an interactive environment such as a shell or a notebook. """ global_state.set_global_setting("interactive_logging", True) @keras_core_export( [ "keras_core.config.disable_interactive_logging", "keras_core.utils.disable_interactive_logging", ] ) def disable_interactive_logging(): """Turn off interactive logging. When interactive logging is disabled, Keras sends logs to `absl.logging`. This is the best option when using Keras in a non-interactive way, such as running a training or inference job on a server. """ global_state.set_global_setting("interactive_logging", False) @keras_core_export( [ "keras_core.config.is_interactive_logging_enabled", "keras_core.utils.is_interactive_logging_enabled", ] ) def is_interactive_logging_enabled(): """Check if interactive logging is enabled. To switch between writing logs to stdout and `absl.logging`, you may use `keras.config.enable_interactive_logging()` and `keras.config.disable_interactie_logging()`. Returns: Boolean, `True` if interactive logging is enabled, and `False` otherwise. """ return global_state.get_global_setting("interactive_logging", True) def print_msg(message, line_break=True): """Print the message to absl logging or stdout.""" if is_interactive_logging_enabled(): if line_break: sys.stdout.write(message + "\n") else: sys.stdout.write(message) sys.stdout.flush() else: logging.info(message) def ask_to_proceed_with_overwrite(filepath): """Produces a prompt asking about overwriting a file. Args: filepath: the path to the file to be overwritten. Returns: True if we can proceed with overwrite, False otherwise. """ overwrite = ( input(f"[WARNING] {filepath} already exists - overwrite? [y/n]") .strip() .lower() ) while overwrite not in ("y", "n"): overwrite = ( input('Enter "y" (overwrite) or "n" (cancel).').strip().lower() ) if overwrite == "n": return False print_msg("[TIP] Next time specify overwrite=True!") return True