2.11.0

  • Feature: Users can now manage metadata (as key:value pairs) in Console for projects and repositories from the User Metadata tab of the details side panel.
  • Enhancement: Projects, pipelines, branches, and commits now include the following dervied metadata by default: created_at, created_by, updated_at, and updated_by.
  • Feature: Pre-built Jsonnet templates are now available in Console when creating a pipeline:
    • Snowflake Integration: Creates a cron pipeline that can execute a query against a Snowflake database and return the results in a single output file.
    • Hugging Face Downloader: Creates a cron pipeline to download datasets or models from huggingface on demand.
  • Enhancement: Several enhancements have been made to improve the integration between HPE Machine Learning Data Management and Machine Learning Development Environment.
  • Feature: The Pachyderm SDK now has an extras package cdr that you can install (pip install pachyderm_sdk[cdr]) to make use of Common Data Refs (CDRs) in your user code. CDRs improve performance and speed by downloading version-controlled data directly from HPE Machine Learning Data Management’s underlying Object Storage bucket and caching that data locally on your machine, allowing datasets to be assembled entirely locally and incrementally updated.
  • Security: The HPE Machine Learning Data Management repository is now available at Iron Bank, a hardened container image repository owned and maintained by the U.S. Department of Defense (DoD) that supports the end-to-end lifecycle for modern software development. If you plan to download and install from Iron Bank, please reach out to ai-support@hpe.com or your Customer Success Engineer for assistance.
  • Notice: The gocdk_enabled attribute has been removed from the Helm Chart Values as it is now the default object storage driver.