in vertex_ai/deploy_model/deploy_model.py [0:0]
def main():
args = get_args()
if args.mode == 'create-endpoint':
if not args.project:
raise ValueError("project must be supplied.")
if not args.region:
raise ValueError("region must be supplied.")
if not args.endpoint_display_name:
raise ValueError("endpoint_display_name must be supplied.")
result = create_endpoint(
args.project,
args.region,
args.endpoint_display_name
)
elif args.mode == 'deploy-model':
if not args.project:
raise ValueError("project must be supplied.")
if not args.region:
raise ValueError("region must be supplied.")
if not args.endpoint_display_name:
raise ValueError("endpoint-display-name must be supplied.")
if not args.model_display_name:
raise ValueError("model-display-name must be supplied.")
with open(SERVING_SPEC_FILEPATH) as json_file:
serving_resources_spec = json.load(json_file)
logging.info(f"serving resources: {serving_resources_spec}")
result = deploy_model(
args.project,
args.region,
args.endpoint_display_name,
args.model_display_name,
serving_resources_spec
)
elif args.mode == 'compile-pipeline':
if not args.pipeline_name:
raise ValueError("pipeline-name must be supplied.")
result = compile_pipeline(args.pipeline_name)
else:
raise ValueError(f"Invalid mode {args.mode}.")
logging.info(result)