import functools import warnings from mlflow.models.evaluation import evaluate as model_evaluate @functools.wraps(model_evaluate) def evaluate(*args, **kwargs): warnings.warn( "The `mlflow.evaluate` API has been deprecated as of MLflow 3.0.0. " "Please use these new alternatives:\n\n" " - For traditional ML or deep learning models: Use `mlflow.models.evaluate`, " "which maintains full compatibility with the original `mlflow.evaluate` API.\n\n" " - For LLMs or GenAI applications: Use the new `mlflow.genai.evaluate` API, " "which offers enhanced features specifically designed for evaluating " "LLMs and GenAI applications.\n", FutureWarning, ) return model_evaluate(*args, **kwargs)