Yatai Client

bentoml.yatai.client.get_yatai_client(yatai_url=None)

Parameters

yatai_service_channel_address – String. Yatai Service URL address.

Returns

YataiClient instance

Example:

>>>  from bentoml.yatai.client import get_yatai_client
>>>
>>>  yatai_url = 'https://remote.yatai:50050'
>>>  yatai_client = get_yatai_client(yatai_url)
>>>
>>>  local_yatai_client = get_yatai_client()

class bentoml.yatai.client.bento_repository_api.BentoRepositoryAPIClient(yatai_service)

push(bento, labels=None)

Push a local BentoService to a remote yatai server.

Parameters

• bento – a BentoService identifier in the format of NAME:VERSION

• labels – optional. List of labels for the BentoService.

Returns

BentoService saved path

Example:

>>> svc = MyBentoService()
>>> svc.save()
>>>
>>> remote_yatai_client = get_yatai_client('http://remote.yatai.service:50050')
>>> bento = f'{svc.name}:{svc.version}'
>>> remote_saved_path= remote_yatai_client.repository.push(bento)

pull(bento)

Pull a BentoService from a remote yatai service. The BentoService will be saved and registered with local yatai service.

Parameters

bento – a BentoService identifier in the form of NAME:VERSION

Returns

BentoService saved path

Example:

>>> client = get_yatai_client('127.0.0.1:50051')
>>> saved_path = client.repository.pull('MyService:')

list(bento_name=None, offset=None, limit=None, labels=None, order_by=None, ascending_order=None)

List BentoServices that satisfy the specified criteria.

Parameters

• bento_name – optional. BentoService name

• limit – optional. maximum number of returned results

• labels – optional.

• offset – optional. offset of results

• order_by – optional. order by results

• ascending_order – optional. direction of results order

Returns

[bentoml.yatai.proto.repository_pb2.Bento]

Example:

>>> yatai_client = get_yatai_client()
>>> bentos_info_list = yatai_client.repository.list(
>>>     labels='key=value,key2=value'
>>> )

delete(bento)

Delete bento

Parameters

bento – a BentoService identifier in the format of NAME:VERSION

Example: >>> >>> yatai_client = get_yatai_client() >>> yatai_client.repository.delete(‘my_service:version’)

prune(bento_name=None, labels=None)

Delete all BentoServices that matches the specified criteria

Parameters

• bento_name – optional

• labels – optional

Example:

>>> yatai_client = get_yatai_client()
>>> # Delete all bento services
>>> yatai_client.repository.prune()
>>> # Delete bento services that matches with the label `ci=failed`
>>> yatai_client.repository.prune(labels='ci=failed')

containerize(bento, tag=None, build_args=None, push=False)

Create a container image from a BentoService.

Parameters

• bento – string

• tag – string

• build_args – dict

• push – boolean

Returns

String

Return type

Image tag