feast-dev/feast v0.5.0

Feast v0.5.0

on GitHub

v0.5.0 (2020-05-19)

Summary:

Feast v0.5 is a technical release. We have removed the concept of feature set versions, and now allow feature sets to be updated. We've also modularized the storage APIs, added support for Redis Cluster, added job management APIs, and cleared other smaller technical debts.

Full Changelog

Breaking changes:

• Add .proto to packages of Protobuf generated Java classes #700 (woop)
• Add support for feature set updates and remove versions #676 (zhilingc)
• Feast configuration files refactored #611 (woop)
• HTTP /healthz endpoint of Feast Core removed, replaced with a gRPC health probe implementation
  #680 (zhilingc)

See Feast 0.5 Release Issue for more details.

Implemented enhancements:

• Add general storage API and refactor existing store implementations #567 (zhilingc)
• Add support for feature set updates and remove versions #676 (zhilingc)
• Add unique ingestion id for all batch ingestions #656 (zhilingc)
• Add storage interfaces #529 (zhilingc)
• Add BigQuery storage implementation #546 (zhilingc)
• Add Redis storage implementation #547 (zhilingc)
• Add Support for Redis Cluster #502 (lavkesh)
• Add Ingestion Job management API for Feast Core #548 (mrzzy)
• Add feature and feature set labels for metadata #536 (imjuanleonard)
• Update Python SDK so FeatureSet can import Schema from Tensorflow metadata #450 (davidheryanto)

Fixed bugs:

• Add feature set status JOB_STARTING to denote feature sets waiting for job to get to RUNNING state #714 (zhilingc)
• Remove feature set status check for job update requirement #708 (khorshuheng)
• Fix Feast Core docker image #703 (khorshuheng)
• Include server port config on the generated application.yml #696 (khorshuheng)
• Fix typo in all types parquet yml file (e2e test) #683 (khorshuheng)
• Add grpc health probe implementation to core #680 (zhilingc)
• Ensure that generated python code are considered as module #679 (khorshuheng)
• Fix DataflowJobManager to update existing job instance instead of creating new one #678 (zhilingc)
• Fix config validation for feast.jobs.metrics.host #662 (davidheryanto)
• Docker compose bug fix #661 (woop)
• Swap join columns #647 (zhilingc)
• Fix Feast Serving not registering its store in Feast Core #641 (mrzzy)
• Kafka producer should raise an exception when it fails to connect to broker #636 (junhui096)

Merged pull requests:

• Change organization from gojek to feast-dev #712 (woop)
• Extract feature set update tests so CI doesn't run it #709 (zhilingc)
• Ensure that batch retrieval tests clean up after themselves #704 (zhilingc)
• Apply default project to rows without project during ingestion #701 (zhilingc)
• Update tests to correct compute region #699 (terryyylim)
• Make Projects optional & Update Feature References #693 (mrzzy)
• Add Java code coverage reporting #686 (ches)
• Update e2e tests to allow non-SNAPSHOT testing #672 (woop)
• Move TFDV stats to higher-numbered protobuf fields #669 (ches)
• Clean up Docker Compose and add test #668 (woop)
• Enable Prow e2e tests by default #666 (woop)
• Add label checking to Prow #665 (woop)
• Upgrade Github Checkout action to v2 #660 (khorshuheng)
• Fix Redis cluster e2e #659 (terryyylim)
• Split Field model into distinct Feature and Entity objects #655 (zhilingc)
• Use Runner enum type instead of string for Job model #651 (ches)
• JobUpdateTask cleanups #650 (ches)
• Update approvers list #648 (khorshuheng)
• Update end-to-end test config #645 (zhilingc)
• Fix bigquery config for serving store #644 (zhilingc)
• Fix Dataflow translator bug #643 (zhilingc)
• Fix subscription config and doctests #634 (woop)
• Correct links to why-feast and concepts doc site #627 (anderseriksson)
• Make error on retrieval of nonexistent feature humanly readable #625 (mrzzy)
• Generate golang code for non-serving protos #618 (zhilingc)
• Regenerate golang code, fix proto comparisons #616 (zhilingc)
• Fix doc building #603 (woop)
• Pin Jupyter Notebook version #597 (imjuanleonard)
• Create project if not exists on applyFeatureSet #596 (Joostrothweiler)
• Apply a fixed window before writing row metrics #590 (davidheryanto)
• Allow tests to run on non-master branches #588 (woop)