import logging import os from git import Repo """ Collection of utility functions for running experiments. """ def is_wandb_online(): """ Check if wandb is online based on wandb setting file. """ # Get W&B directory - default to current directory wandb_dir = os.environ.get("WANDB_DIR", ".") settings_file = os.path.join("wandb", "settings") disabled = False mode = "online" with open(os.path.join(wandb_dir, settings_file), "r") as file: for line in file: line = line.strip() if line.startswith("disabled"): disabled = "true" in line.split("=")[1].strip().lower() if line.startswith("mode"): mode = line.split("=")[1].strip().lower() return mode == "online" and not disabled def validate_git_status(): """ Check if the git repository is clean to run experiments. """ # Check the env variable if we are in a dev environment in which case, # we ignore any git dirty status is_dev_env = os.environ.get("META_DEV", "false").lower() == "true" if is_dev_env: return wandb_online = is_wandb_online() repo = Repo(".", search_parent_directories=True) repo_is_dirty = repo.is_dirty() if wandb_online: assert ( not repo_is_dirty ), "Git repository is dirty! Please commit your changes before running wandb online experiments." elif repo_is_dirty: logging.warning( "Git repository is dirty! You may test out runs locally but commit your changes before running any wandb online experiments." )