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\_\_

__init__

__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

Parameters

Name	Type	Default	Info
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.

create

create

classmethod create(application, name)

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

Parameters

Parameters

Name	Type	Default	Info
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

Return type

SnorkelFlowPackageDeployment