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Roadmap

The list below contains the functionality that contributors are planning to develop for Feast.

  • We welcome contribution to all items in the roadmap!

  • Have questions about the roadmap? Go to the Slack channel to ask on #feast-development.

  • Data Sources

  • Offline Stores

  • Online Stores

  • Feature Engineering

  • Streaming

  • Deployments

  • Feature Serving

  • Data Quality Management (See )

  • Feature Discovery and Governance

Parquet file sourcearrow-up-right
  • BigQueryarrow-up-right
  • Redisarrow-up-right
  • Batch transformation (In progress. See RFCarrow-up-right)

    Push based streaming data ingestion to offline storearrow-up-right
    Java feature server (alpha)arrow-up-right
  • Model-centric feature tracking (feature services)
  • Snowflake sourcearrow-up-right
    Redshift sourcearrow-up-right
    BigQuery sourcearrow-up-right
    Snowflakearrow-up-right
    Redshiftarrow-up-right
    Snowflakearrow-up-right
    DynamoDBarrow-up-right
    RFCarrow-up-right
    RFCarrow-up-right
    Custom streaming ingestion job supportarrow-up-right
    Push based streaming data ingestion to online storearrow-up-right
    RFCarrow-up-right
    guidearrow-up-right
    Python feature serverarrow-up-right
    RFCarrow-up-right