def test_yatai_server_with_postgres_and_local_storage(temporary_docker_postgres_url):
with start_yatai_server(temporary_docker_postgres_url) as yatai_service_url:
logger.info(f'Setting config yatai_service.url to: {yatai_service_url}')
with modified_environ(BENTOML__YATAI_SERVICE__URL=yatai_service_url):
logger.info('Saving bento service')
svc = BentoServiceForYataiTest()
svc.save()
bento_tag = f'{svc.name}:{svc.version}'
logger.info('BentoService saved')
logger.info("Display bentoservice info")
get_svc_result = get_bento_service(svc.name, svc.version)
logger.info(get_svc_result)
assert (
get_svc_result.bento.uri.type == BentoUri.LOCAL
), 'BentoService storage type mismatched, expect LOCAL'
logger.info('Validate BentoService prediction result')
run_result = run_bento_service_prediction(bento_tag, '[]')
logger.info(run_result)
assert 'cat' in run_result, 'Unexpected BentoService prediction result'
logger.info('Delete BentoService for testing')
delete_svc_result = delete_bento(bento_tag)
logger.info(delete_svc_result)
assert delete_svc_result is None, 'Unexpected delete BentoService message.'
def test_yatai_server_with_postgres_and_s3(temporary_docker_postgres_url):
# Note: Use pre-existing bucket instead of newly created bucket, because the
# bucket's global DNS needs time to get set up.
# https://github.com/boto/boto3/issues/1982#issuecomment-511947643
s3_bucket_name = 's3://bentoml-e2e-test-repo/'
with start_yatai_server(
db_url=temporary_docker_postgres_url, repo_base_url=s3_bucket_name
) as yatai_service_url:
logger.info(f'Setting config yatai_service.url to: {yatai_service_url}')
with modified_environ(BENTOML__YATAI_SERVICE__URL=yatai_service_url):
logger.info('Saving bento service')
svc = BentoServiceForYataiTest()
svc.save()
bento_tag = f'{svc.name}:{svc.version}'
logger.info('BentoService saved')
logger.info("Display bentoservice info")
get_svc_result = get_bento_service(svc.name, svc.version)
logger.info(get_svc_result)
assert (
get_svc_result.bento.uri.type == BentoUri.S3
), 'BentoService storage type mismatched, expect S3'
logger.info('Validate BentoService prediction result')
run_result = run_bento_service_prediction(bento_tag, '[]')
logger.info(run_result)
assert 'cat' in run_result, 'Unexpected BentoService prediction result'
logger.info('Delete BentoService for testing')
delete_svc_result = delete_bento(bento_tag)
logger.info(delete_svc_result)
assert delete_svc_result is None, 'Unexpected delete BentoService message.'
