Roadmap

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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
​Redshift source​
​BigQuery source​
​Parquet file source​
​Synapse source (community plugin)​
​Hive (community plugin)​
​Postgres (community plugin)​
Kafka source (with push support into the online store)
​Snowflake source (community plugin)​
HTTP source
Offline Stores
​Redshift​
​BigQuery​
​Synapse (community plugin)​
​Hive (community plugin)​
​Postgres (community plugin)​
​Snowflake (community plugin)​
​In-memory / Pandas​
​Custom offline store support​
Trino (Planned for Q4 2021)
Online Stores
​DynamoDB​
​Redis​
​Datastore​
​SQLite​
​Azure Cache for Redis (community plugin)​
​Postgres (community plugin)​
​Custom online store support​
Bigtable
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 (SQL)
Streaming transformation
Deployments
AWS Lambda (Alpha release. See RFC)
Cloud Run
Kubernetes
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
Data profiling and validation (Great Expectations) (Planned for Q4 2021)
Metric production
Training-serving skew detection
Drift detection
Alerting
Feature Discovery and Governance
Python SDK for browsing feature registry
CLI for browsing feature registry
Model-centric feature tracking (feature services)
REST API for browsing feature registry
Feast Web UI
Feature versioning
Amundsen integration
Community
Next - Getting started
Quickstart
Last modified 5d ago
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