HOPSWORKS: An environment independent client to interact with the Hopsworks API
Reason this release was yanked:
2.6 release never happened
Project description
Hopsworks Client
HOPSWORKS is the library to interact with Hopsworks services.
The library automatically configures itself based on the environment it is run. However, to connect from an external environment such as Databricks, AWS Sagemaker or a CI/CD environment additional connection information, such as host and port, is required. For more information about the setup from external environments, see the setup section.
Getting Started On Hopsworks
Instantiate a connection and get the project object
import hopsworks
connection = hopsworks.connection()
project = connection.get_project("my_project")
Create a new project
project = connection.create_project("my_project")
Upload data to a project
dataset_api = project.get_dataset_api()
dataset_api.upload("data.csv", "Resources")
You can find more examples on how to use the library in our hops-examples repository.
Documentation
Documentation is available at Hopsworks Documentation.
Issues
For general questions about the usage of Hopsworks and the Feature Store please open a topic on Hopsworks Community.
Please report any issue using Github issue tracking.
Contributing
If you would like to contribute to this library, please see the Contribution Guidelines.
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