Data Science service Plugin for Visual Studio Code
Oracle Data Science Service Jobs enables you to define and run a repeatable task on a fully managed infrastructure. The service enables custom tasks, as you can apply any use case you may have such as data preparation, model training, hyperparameter tuning, batch inference, etc.
Using jobs, you can:
Checkout the wiki for more information about the Data Science service.
The plugin requires basic configuration information, like user credentials and tenancy OCID.
This information should be present in a configuration file located at
There are two ways to get the config file
The Data Science plugin when loaded has a tree view in the side panel, the data is loaded based on the configuration information, like user credentials, region, tenancy OCID, etc in the configuration file
Hierarchy of tree view: the tree view has tenancy at the top level followed by compartments, each compartment has Projects associated with the compartment. Each Project lists the Jobs, each job lists the artifacts and all the job runs associated with it.
Creating a new Job
The user can create a new job from an existing artifact
Get job artifact and override local changes
This option lets user revert any local changes by overriding with latest available on remote
View the job details
View the output of a job run
Cancel Job Run
Cancels an existing job run which is running
Delete Job Run
Deletes an existing job run.
Execute Data Science Job
This project welcomes contributions from the community. Before submitting a pull request, please review our contribution guide.
Copyright © 2023, Oracle and/or its affiliates. This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.
See LICENSE for more details.