Roadmap

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
​Snowflake source​
​Redshift source​
​BigQuery source​
​Parquet file source​
​Synapse source (community plugin)​
​Hive (community plugin)​
​Postgres (contrib plugin)​
​Spark (contrib plugin)​
Kafka / Kinesis sources (via push support into the online store)
HTTP source
Offline Stores
​Snowflake​
​Redshift​
​BigQuery​
​Synapse (community plugin)​
​Hive (community plugin)​
​Postgres (contrib plugin)​
​Trino (contrib plugin)​
​Spark (contrib plugin)​
​In-memory / Pandas​
​Custom offline store support​
Online Stores
​DynamoDB​
​Redis​
​Datastore​
​SQLite​
​Azure Cache for Redis (community plugin)​
​Postgres (contrib plugin)​
​Custom online store support​
Bigtable (in progress)
Cassandra
Streaming
​Custom streaming ingestion job support​
​Push based streaming data ingestion​
Streaming ingestion on AWS
Streaming ingestion on GCP
Feature Engineering
On-demand Transformations (Alpha release. See RFC)
Batch transformation (In progress. See RFC)
Streaming transformation
Deployments
AWS Lambda (Alpha release. See RFC)
Kubernetes (See guide)
Cloud Run
KNative
Feature Serving
Python Client
REST Feature Server (Python) (Alpha release. See RFC)
gRPC Feature Server (Java) (See #1497)
Push API
Java Client
Go Client
Delete API
Feature Logging (for training)
Data Quality Management (See RFC)
Data profiling and validation (Great Expectations)
Training-serving skew detection (in progress)
Metric production
Drift detection
Feature Discovery and Governance
Python SDK for browsing feature registry
CLI for browsing feature registry
Model-centric feature tracking (feature services)
Amundsen integration (see Feast extractor)
Feast Web UI (Alpha release. See documentation)
REST API for browsing feature registry
Feature versioning

Community

Next - Getting started

Quickstart

Last modified 7d ago

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