wallaroo.pipeline_version

class PipelineVersion(wallaroo.object.Object):

A specific version of a Pipeline. This usually reflects a change to the Pipeline Definition.

PipelineVersion(client: wallaroo.client.Client, data: Dict[str, Any])

Base constructor.

Each object requires:

  • a GraphQL client - in order to fill its missing members dynamically
  • an initial data blob - typically from unserialized JSON, contains at
  • least the data for required members (typically the object's primary key) and optionally other data members.
client
def id(self) -> int:
def create_time(*args, **kwargs):
def last_update_time(*args, **kwargs):
def name(*args, **kwargs):
def definition(*args, **kwargs):
def pipeline(*args, **kwargs):
def deployments(*args, **kwargs):
def model_configs(*args, **kwargs):
def publishes(*args, **kwargs):
def deploy( self, deployment_name: str, model_configs: List[wallaroo.model_config.ModelConfig], config: Optional[wallaroo.deployment_config.DeploymentConfig] = None, wait_for_status: Optional[bool] = True) -> Optional[wallaroo.deployment.Deployment]:

Deploys this PipelineVersion.

Parameters
  • deployment_name: Name of the new Deployment. Must be unique across all deployments.
  • model_configs: List of the configured models to use. These must be the same ModelConfigs used when creating the Pipeline.
  • config: Deployment configuration to use.
  • wait_for_status: If set to False, will not wait for deployment status. If set to True, will wait for deployment status to be running or encountered an error. Default is True.
Returns

A Deployment object for the resulting deployment.

def publish( self, deployment_config: Optional[wallaroo.deployment_config.DeploymentConfig] = None, replaces: Optional[List[Union[int, wallaroo.pipeline_publish.PipelinePublish]]] = None):

Publish a pipeline version.

class PipelineVersionList(typing.List[wallaroo.pipeline_version.PipelineVersion]):

Wraps a list of pipeline versions for display in a display-aware environment like Jupyter.