def run(api_name, run_args, bento=None, with_conda=False):
track_cli('run')
bento_service_bundle_path = resolve_bundle_path(
bento, pip_installed_bundle_path)
if with_conda:
run_with_conda_env(
bento_service_bundle_path,
'bentoml run {api_name} {bento} {args}'.format(
bento=bento_service_bundle_path,
api_name=api_name,
args=' '.join(map(escape_shell_params, run_args)),
),
)
return
api = load_bento_service_api(bento_service_bundle_path, api_name)
api.handle_cli(run_args)
def run(ctx, api_name, bundle_path=bundle_path, with_conda=False):
if with_conda:
config = load_saved_bundle_config(bundle_path)
metadata = config['metadata']
env_name = metadata['service_name'] + '_' + metadata[
'service_version']
yaml = YAML()
yaml.default_flow_style = False
tmpf = tempfile.NamedTemporaryFile(delete=False)
env_path = tmpf.name
yaml.dump(config['env']['conda_env'], Path(env_path))
pip_req = os.path.join(bundle_path, 'requirements.txt')
subprocess.call(
'command -v conda >/dev/null 2>&1 || {{ echo >&2 "--with-conda '
'parameter requires conda but it\'s not installed."; exit 1; }} && '
'conda env update -n {env_name} -f {env_file} && '
'conda init bash && '
'eval "$(conda shell.bash hook)" && '
'conda activate {env_name} && '
'{{ [ -f {pip_req} ] && pip install -r {pip_req} || echo "no pip '
'dependencies."; }} &&'
'bentoml {api_name} {bundle_path} {args}'.format(
env_name=env_name,
env_file=env_path,
bundle_path=bundle_path,
api_name=api_name,
args=' '.join(map(escape_shell_params, ctx.args)),
pip_req=pip_req,
),
shell=True,
)
return
track_cli('run')
api = load_bento_service_api(bundle_path, api_name)
api.handle_cli(ctx.args)
