MLEngineManageModelOperator

Google

Operator for managing a Google Cloud ML Engine model.

View on GitHub

Last Updated: May. 7, 2021

Access Instructions

Install the Google provider package into your Airflow environment.

Import the module into your DAG file and instantiate it with your desired params.

Parameters

modelRequireddictA dictionary containing the information about the model. If the operation is create, then the model parameter should contain all the information about this model such as name. If the operation is get, the model parameter should contain the name of the model.
operationstrThe operation to perform. Available operations are: create: Creates a new model as provided by the model parameter. get: Gets a particular model where the name is specified in model.
project_idstrThe Google Cloud project name to which MLEngine model belongs. If set to None or missing, the default project_id from the Google Cloud connection is used. (templated)
gcp_conn_idstrThe connection ID to use when fetching connection info.
delegate_tostrThe account to impersonate using domain-wide delegation of authority, if any. For this to work, the service account making the request must have domain-wide delegation enabled.
impersonation_chainUnion[str, Sequence[str]]Optional service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. If set as a string, the account must grant the originating account the Service Account Token Creator IAM role. If set as a sequence, the identities from the list must grant Service Account Token Creator IAM role to the directly preceding identity, with first account from the list granting this role to the originating account (templated).

Documentation

Operator for managing a Google Cloud ML Engine model.

Warning

This operator is deprecated. Consider using operators for specific operations: MLEngineCreateModelOperator, MLEngineGetModelOperator.

Was this page helpful?