snorkelflow.sdk.SnorkelFlowPackageDeployment

class snorkelflow.sdk.SnorkelFlowPackageDeployment(deployment_uid, **kwargs)

Bases: Deployment

SnorkelFlowPackageDeployment class represents a deployment of a Snorkel Flow application as a SnorkelFlowPackage. This class inherits from the Deployment class.

note

This class supports backward compatibility for the deprecated SnorkelFlowPackage deployment method. Creating new deployments is not supported. To create a new deployment, use MLflowDeployment.create instead.

__init__(deployment_uid, **kwargs)

Initializes a Deployment object. This constructor should not be called directly. Instead, use the Deployment.create method to create a deployment.

Parameters:

deployment_uid (int) – The unique identifier of the deployment.

Methods

__init__(deployment_uid, **kwargs)	Initializes a Deployment object.
create(application, name)	This method is not supported for SnorkelFlowPackageDeployment.
delete(deployment_uid)	Delete a deployment based on the provided identifier.
execute(df)	Execute a deployment on a pandas DataFrame.
get(deployment_uid)	Fetches a Deployment object based on the provided identifier.
list([application])	List all deployments for an application.
update(name)	Update the metadata for the deployment.

classmethod create(application, name)

This method is not supported for SnorkelFlowPackageDeployment. Please use MLflowDeployment.create instead.

Parameters:

• application (Union[str, int]) – The name or UID of the application to be exported

• name (Optional[str]) – The name of the deployment. If this is not provided, deployment name will be created using the application name. Deployment names are not unique and re-running this method with the same name will create a new deployment.

Return type:

SnorkelFlowPackageDeployment