import click import yaml from feast import utils from feast.cli.cli_options import tagsOption from feast.errors import FeastObjectNotFoundException from feast.feature_view import FeatureView from feast.on_demand_feature_view import OnDemandFeatureView from feast.repo_operations import create_feature_store @click.group(name="feature-views") def feature_views_cmd(): """ Access feature views """ pass @feature_views_cmd.command("describe") @click.argument("name", type=click.STRING) @click.pass_context def feature_view_describe(ctx: click.Context, name: str): """ Describe a feature view """ store = create_feature_store(ctx) try: feature_view = store.get_feature_view(name) except FeastObjectNotFoundException as e: print(e) exit(1) print( yaml.dump( yaml.safe_load(str(feature_view)), default_flow_style=False, sort_keys=False ) ) @feature_views_cmd.command(name="list") @tagsOption @click.pass_context def feature_view_list(ctx: click.Context, tags: list[str]): """ List all feature views """ store = create_feature_store(ctx) table = [] tags_filter = utils.tags_list_to_dict(tags) for feature_view in [ *store.list_batch_feature_views(tags=tags_filter), *store.list_on_demand_feature_views(tags=tags_filter), ]: entities = set() if isinstance(feature_view, FeatureView): entities.update(feature_view.entities) elif isinstance(feature_view, OnDemandFeatureView): for backing_fv in feature_view.source_feature_view_projections.values(): entities.update(store.get_feature_view(backing_fv.name).entities) table.append( [ feature_view.name, entities if len(entities) > 0 else "n/a", type(feature_view).__name__, ] ) from tabulate import tabulate print(tabulate(table, headers=["NAME", "ENTITIES", "TYPE"], tablefmt="plain"))