Feast v0.4.3

v0.4.3 (2020-01-08)

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Fixed bugs:

• Redis ingestion retries throwing NullPointerException on remote runners #417 (khorshuheng)

Feast v0.4.2

v0.4.2 (2020-01-07)

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Fixed bugs:

• Missing argument in error string in ValidateFeatureRowDoFn #401

Merged pull requests:

• Define maven revision property when packaging jars in Dockerfile so the images are built successfully #410 (davidheryanto)
• Deduplicate rows in subquery #409 (zhilingc)
• Filter out extra fields, deduplicate fields in ingestion #404 (zhilingc)
• Automatic documentation generation for gRPC API #403 (woop)
• Update feast core default values to include hibernate merge strategy #400 (zhilingc)
• Move cli into feast package #398 (zhilingc)
• Use Nexus staging plugin for Maven Central deployment #394 (khorshuheng)
• Handle retry for redis io flow #274 (khorshuheng)

Feast v0.3.6

v0.3.6 (2020-01-03)

Merged pull requests:

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• Add support for file paths for providing entity rows during batch retrieval #375 (voonhous)

Feast v0.4.1

v0.4.1 (2019-12-30)

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Merged pull requests:

• Add project-related commands to CLI #397 (zhilingc)

Feast v0.4.0

v0.4.0 (2019-12-28)

This is a major release which changes the way features are ingested and retrieved, for the purpose of enhancing feature discoverability and ease of use.

Change summary

• We have introduced project namespacing, which now allows users to logically group features in a way that they will be used and shared, as opposed to how they are ingested. This is the first step towards the RFC published here.
• We have also introduced async feature set registration, which improves overall performance when attempting to register several feature sets at once.

Full Changelog

Implemented enhancements:

• Edit description in feature specification to also reflect in BigQuery schema description. #239
• Allow for disabling of metrics pushing #57

Merged pull requests:

• Java SDK release script #406 (davidheryanto)
• Use fixed 'dev' revision for test-e2e-batch #395 (davidheryanto)
• Project Namespacing #393 (woop)
• (docs) Change data types to upper case to match what works with implementation #389 (david30907d)
• Remove alpha v1 from java package name #387 (khorshuheng)
• Minor bug fixes for Python SDK #383 (voonhous)
• Allow user to override job options #377 (khorshuheng)
• Add documentation to default values.yaml in Feast chart #376 (davidheryanto)
• Add support for file paths for providing entity rows during batch retrieval #375 (voonhous)
• Update sync helm chart script to ensure requirements.lock in in sync with requirements.yaml #373 (davidheryanto)
• Catch errors thrown by BQ during entity table loading #371 (zhilingc)
• Async job management #361 (zhilingc)
• Infer schema of PyArrow table directly #355 (voonhous)
• Add readiness checks for Feast services in end to end test #337 (davidheryanto)
• Create CHANGELOG.md #321 (woop)

Feast v0.3.5

v0.3.5 (2019-12-26)

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Merged pull requests:

• Always set destination table in BigQuery query config in Feast Batch Serving so it can handle large results #392 (davidheryanto)

Feast v0.3.4

v0.3.4 (2019-12-23)

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Merged pull requests:

• Make redis key creation more determinisitic #380 (zhilingc)

Feast v0.3.3

v0.3.3 (2019-12-18)

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Implemented enhancements:

• Added Docker Compose for Feast #272
• Added ability to check import job status and cancel job through Python SDK #194
• Added basic customer transactions example #354 (woop)

Merged pull requests:

• Added Prow jobs to automate the release of Docker images and Python SDK #369 (davidheryanto)
• Fixed installation link in README.md #368 (Jeffwan)
• Fixed Java SDK tests not actually running (missing dependencies) #366 (woop)
• Added more batch retrieval tests #357 (zhilingc)
• Python SDK and Feast Core Bug Fixes #353 (woop)
• Updated buildFeatureSets method in Golang SDK #351 (davidheryanto)
• Python SDK cleanup #348 (woop)
• Broke up queries for point in time correctness joins #347 (zhilingc)
• Exports gRPC call metrics and Feast resource metrics in Core #345 (davidheryanto)
• Fixed broken Google Group link on Community page #343 (ches)
• Ensured ImportJobTest is not flaky by checking WriteToStore metric and requesting adequate resources for testing #332 (davidheryanto)
• Added docker-compose file with Jupyter notebook #328 (khorshuheng)
• Added minimal implementation of ingesting Parquet and CSV files #327 (voonhous)

Feast v0.3.2

v0.3.2 (2019-11-29)

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Merged pull requests:

• Fixed incorrect BigQuery schema creation from FeatureSetSpec #340 (davidheryanto)
• Filtered out feature sets that dont share the same source #339 (zhilingc)
• Changed latency calculation method to not use Timer #338 (zhilingc)
• Moved Prometheus annotations to pod template for serving #336 (zhilingc)
• Removed metrics windowing, cleaned up step names for metrics writing #334 (zhilingc)
• Set BigQuery table time partition inside get table function #333 (zhilingc)
• Added unit test in Redis to return values with no max age set #329 (smadarasmi)
• Consolidated jobs into single steps instead of branching out #326 (zhilingc)
• Pinned Python SDK to minor versions for dependencies #322 (woop)
• Added Auto format to Google style with Spotless #317 (ches)

Feast v0.3.1

v0.3.1 (2019-11-25)

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Merged pull requests:

• Added Prometheus metrics to serving #316 (zhilingc)
• Changed default job metrics sink to Statsd #315 (zhilingc)
• Fixed module import error in Feast CLI #314 (davidheryanto)