import click import yaml from feast import utils from feast.cli.cli_options import tagsOption from feast.errors import FeastObjectNotFoundException from feast.repo_operations import create_feature_store @click.group(name="feature-services") def feature_services_cmd(): """ Access feature services """ pass @feature_services_cmd.command("describe") @click.argument("name", type=click.STRING) @click.pass_context def feature_service_describe(ctx: click.Context, name: str): """ Describe a feature service """ store = create_feature_store(ctx) try: feature_service = store.get_feature_service(name) except FeastObjectNotFoundException as e: print(e) exit(1) print( yaml.dump( yaml.safe_load(str(feature_service)), default_flow_style=False, sort_keys=False, ) ) @feature_services_cmd.command(name="list") @tagsOption @click.pass_context def feature_service_list(ctx: click.Context, tags: list[str]): """ List all feature services """ store = create_feature_store(ctx) feature_services = [] tags_filter = utils.tags_list_to_dict(tags) for feature_service in store.list_feature_services(tags=tags_filter): feature_names = [] for projection in feature_service.feature_view_projections: feature_names.extend( [f"{projection.name}:{feature.name}" for feature in projection.features] ) feature_services.append([feature_service.name, ", ".join(feature_names)]) from tabulate import tabulate print(tabulate(feature_services, headers=["NAME", "FEATURES"], tablefmt="plain"))