from codecarbon import EmissionsTracker import os # Initialize tracker with basic configuration tracker = EmissionsTracker( project_name="climate-guard", output_dir=os.getenv("OUTPUT_DIR", "./"), log_level='error' ) class EmissionsData: def __init__(self, energy_consumed: float, emissions: float): self.energy_consumed = energy_consumed self.emissions = emissions self.timestamp = None self.project_name = None self.experiment_id = None self.latitude = None self.longitude = None def clean_emissions_data(emissions_data): """Remove unwanted fields from emissions data""" if hasattr(emissions_data, '__dict__'): data_dict = emissions_data.__dict__ else: # If emissions_data is not an object with __dict__ data_dict = { 'energy_consumed': getattr(emissions_data, 'energy_consumed', 0), 'emissions': getattr(emissions_data, 'emissions', 0) } fields_to_remove = ['timestamp', 'project_name', 'experiment_id', 'latitude', 'longitude'] return {k: v for k, v in data_dict.items() if k not in fields_to_remove} def get_space_info(): """Get the space username and URL from environment variables""" space_name = os.getenv("SPACE_ID", "") if space_name: try: username = space_name.split("/")[0] space_url = f"https://huggingface.co/spaces/{space_name}" return username, space_url except Exception as e: print(f"Error getting space info: {e}") return "local-user", "local-development" def start_tracking(): """Safely start the emissions tracking""" try: if not tracker._tracking: tracker.start() return True except Exception as e: print(f"Error starting emissions tracking: {e}") return False def stop_tracking(): """Safely stop the emissions tracking and return data""" try: if tracker._tracking: emissions = tracker.stop() return EmissionsData( energy_consumed=getattr(emissions, 'energy_consumed', 0), emissions=getattr(emissions, 'emissions', 0) ) except Exception as e: print(f"Error stopping emissions tracking: {e}") return EmissionsData(energy_consumed=0, emissions=0)