Feast 0.7

​Discussion​

​GitHub Milestone​

New Functionality

1. Label based Ingestion Job selector for Job Controller #903​

2. Authentication Support for Java & Go SDKs #971​

3. Automatically Restart Ingestion Jobs on Upgrade #949​

4. Structured Audit Logging #891​

5. Request Response Logging support via Fluentd #961​

6. Feast Core Rest Endpoints #878​

Technical debt, refactoring, or housekeeping

1. Improved integration testing framework #886​

2. Rectify all flaky batch tests #953, #982​

3. Decouple job management from Feast Core #951​

Feast 0.6

​Discussion​

​GitHub Milestone​

New functionality

1. Batch statistics and validation #612​

2. Authentication and authorization #554​

3. Online feature and entity status metadata #658​

4. Improved searching and filtering of features and entities

5. Python support for labels #663​

Technical debt, refactoring, or housekeeping

1. Improved job life cycle management #761​

2. Compute and write metrics for rows prior to store writes #763

Feast 0.5

​Discussion​

New functionality

1. Streaming statistics and validation (M1 from Feature Validation RFC)

2. Support for Redis Clusters (#478, #502)

3. Add feature and feature set labels, i.e. key/value registry metadata (#463)

4. Job management API (#302)

Technical debt, refactoring, or housekeeping

1. Clean up and document all configuration options (#525)

2. Externalize storage interfaces (#402)

3. Reduce memory usage in Redis (#515)

4. Support for handling out of order ingestion (#273)

5. Remove feature versions and enable automatic data migration (#386) (#462)

6. Tracking of batch ingestion by with dataset_id/job_id (#461)

7. Write Beam metrics after ingestion to store (not prior) (#489)