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The list below contains the functionality that contributors are planning to develop for Feast
Items below that are in development (or planned for development) will be indicated in parentheses.
We welcome contribution to all items in the roadmap!
Want to influence our roadmap and prioritization? Submit your feedback to this form.
Want to speak to a Feast contributor? We are more than happy to jump on a call. Please schedule a time using Calendly.
Data Sources
Offline Stores
Online Stores
Streaming
Feature Engineering
Deployments
Feature Serving
Data Quality Management (See RFC)
Feature Discovery and Governance
The data source refers to raw underlying data (e.g. a table in BigQuery).
Feast uses a time-series data model to represent data. This data model is used to interpret feature data in data sources in order to build training datasets or when materializing features into an online store.
Below is an example data source with a single entity (driver
) and two features (trips_today
, and rating
).
Speak to us: Have a question, feature request, idea, or just looking to speak to a real person? Set up a meeting with a Feast maintainer over !
: Feel free to ask questions or say hello!
: We have both a user and developer mailing list.
Feast users should join group by clicking .
Feast developers should join group by clicking .
People interested in the Feast community newsletter should join feast-announce by clicking .
: Includes community calls and design meetings.
: This folder is used as a central repository for all Feast resources. For example:
Design proposals in the form of Request for Comments (RFC).
User surveys and meeting minutes.
Slide decks of conferences our contributors have spoken at.
: Find the complete Feast codebase on GitHub.
: Our LFAI wiki page contains links to resources for contributors and maintainers.
Slack: Need to speak to a human? Come ask a question in our Slack channel (link above).
We have a user and contributor community call every two weeks (Asia & US friendly).
Please join the above Feast user groups in order to see calendar invites to the community calls
Tuesday 10:00 am to 10:30 am PST
GitHub Issues: Found a bug or need a feature? .
StackOverflow: Need to ask a question on how to use Feast? We also monitor and respond to .
Zoom:
Meeting notes (incl recordings):