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="data-sources")
def data_sources_cmd():
"""
Access data sources
"""
pass
@data_sources_cmd.command("describe")
@click.argument("name", type=click.STRING)
@click.pass_context
def data_source_describe(ctx: click.Context, name: str):
"""
Describe a data source
"""
store = create_feature_store(ctx)
try:
data_source = store.get_data_source(name)
except FeastObjectNotFoundException as e:
print(e)
exit(1)
print(
yaml.dump(
yaml.safe_load(str(data_source)), default_flow_style=False, sort_keys=False
)
)
@data_sources_cmd.command(name="list")
@tagsOption
@click.pass_context
def data_source_list(ctx: click.Context, tags: list[str]):
"""
List all data sources
"""
store = create_feature_store(ctx)
table = []
tags_filter = utils.tags_list_to_dict(tags)
for datasource in store.list_data_sources(tags=tags_filter):
table.append([datasource.name, datasource.__class__])
from tabulate import tabulate
print(tabulate(table, headers=["NAME", "CLASS"], tablefmt="plain"))