What's new

This is mainly a maintenance release. Though it formalizes the release of scala 3 support.

What's Changed

• Update scalafmt-core to 2.7.4 by @scala-steward in https://github.com/spotify/featran/pull/419
• Update sbt to 1.4.1 by @scala-steward in https://github.com/spotify/featran/pull/422
• Update simulacrum to 1.0.1 by @scala-steward in https://github.com/spotify/featran/pull/423
• Update scalafmt-core to 2.7.5 by @scala-steward in https://github.com/spotify/featran/pull/420
• Update sbt-mima-plugin to 0.8.1 by @scala-steward in https://github.com/spotify/featran/pull/421
• Remove circe-generic by @regadas in https://github.com/spotify/featran/pull/425
• Add initial GHA config by @regadas in https://github.com/spotify/featran/pull/428
• Update scio-core, scio-test to 0.10.0-beta1 by @scala-steward in https://github.com/spotify/featran/pull/429
• Update sbt to 1.4.2 by @scala-steward in https://github.com/spotify/featran/pull/431
• Update scalacheck to 1.15.0 by @scala-steward in https://github.com/spotify/featran/pull/430
• Update scalacheck to 1.15.1 by @scala-steward in https://github.com/spotify/featran/pull/434
• Update sbt-ci-release to 1.5.4 by @scala-steward in https://github.com/spotify/featran/pull/432
• Update sbt-scalafix to 0.9.23 by @scala-steward in https://github.com/spotify/featran/pull/433
• Update scalatest to 3.2.3 by @scala-steward in https://github.com/spotify/featran/pull/435
• Remove simulacrum by @regadas in https://github.com/spotify/featran/pull/426
• Add dotty (scala 3) cross compile support by @regadas in https://github.com/spotify/featran/pull/427
• Update sbt-dotty to 0.4.6 by @scala-steward in https://github.com/spotify/featran/pull/436
• Update simulacrum-scalafix-annotations to 0.5.1 by @scala-steward in https://github.com/spotify/featran/pull/437
• Update sbt to 1.4.3 by @scala-steward in https://github.com/spotify/featran/pull/438
• Bump coursier/cache-action from v3 to v5 by @dependabot in https://github.com/spotify/featran/pull/442
• Bump olafurpg/setup-scala from v7 to v10 by @dependabot in https://github.com/spotify/featran/pull/441
• Bump actions/checkout from v2.1.0 to v2.3.4 by @dependabot in https://github.com/spotify/featran/pull/440
• Bump olafurpg/setup-gpg from v2 to v3 by @dependabot in https://github.com/spotify/featran/pull/443
• Update sbt to 1.4.4 by @scala-steward in https://github.com/spotify/featran/pull/444
• Update scio-core, scio-test to 0.10.0-beta2 by @scala-steward in https://github.com/spotify/featran/pull/439
• Update sbt-scalafix to 0.9.24 by @scala-steward in https://github.com/spotify/featran/pull/445
• Update sbt-pgp to 2.0.2 by @scala-steward in https://github.com/spotify/featran/pull/446
• Update sbt-pgp to 2.1.1 by @scala-steward in https://github.com/spotify/featran/pull/448
• Update sbt-ci-release to 1.5.5 by @scala-steward in https://github.com/spotify/featran/pull/449
• Update flink-scala to 1.12.0 by @scala-steward in https://github.com/spotify/featran/pull/451
• Update scala versions 3.0.0-M2 and 2.13.4 by @regadas in https://github.com/spotify/featran/pull/452
• Update sbt to 1.4.5 by @scala-steward in https://github.com/spotify/featran/pull/453
• Update sbt-dotty to 0.5.0 by @scala-steward in https://github.com/spotify/featran/pull/454
• Update scalacheck to 1.15.2 by @scala-steward in https://github.com/spotify/featran/pull/455
• Update simulacrum-scalafix-annotations to 0.5.3 by @scala-steward in https://github.com/spotify/featran/pull/457
• Update sbt-dotty to 0.5.1 by @scala-steward in https://github.com/spotify/featran/pull/456
• Update sbt to 1.4.6 by @scala-steward in https://github.com/spotify/featran/pull/458
• Update scala 3 to 3.0.0-M3 by @regadas in https://github.com/spotify/featran/pull/459
• Update spark-core to 3.1.0 by @scala-steward in https://github.com/spotify/featran/pull/460
• Update sbt-scalafix to 0.9.25 by @scala-steward in https://github.com/spotify/featran/pull/463
• Update flink-clients, flink-scala to 1.12.1 by @scala-steward in https://github.com/spotify/featran/pull/462
• Make Feature constructor private package by @regadas in https://github.com/spotify/featran/pull/466
• Improve MiMa check against previous version by @regadas in https://github.com/spotify/featran/pull/465
• Bump Scala 2.12 to 2.12.13 by @nevillelyh in https://github.com/spotify/featran/pull/461
• Update xgboost to 1.3.1 by @regadas in https://github.com/spotify/featran/pull/464
• Update TensorFlow by @regadas in https://github.com/spotify/featran/pull/469
• Remove setup-gpg github action by @regadas in https://github.com/spotify/featran/pull/470
• Update sbt-dotty to 0.5.2 by @scala-steward in https://github.com/spotify/featran/pull/471
• Update sbt to 1.4.7 by @scala-steward in https://github.com/spotify/featran/pull/473
• Update scio-core, scio-test to 0.10.0-beta3 by @scala-steward in https://github.com/spotify/featran/pull/472
• Update sbt-pgp to 2.1.2 by @scala-steward in https://github.com/spotify/featran/pull/474
• Update simulacrum-scalafix-annotations to 0.5.4 by @scala-steward in https://github.com/spotify/featran/pull/477
• Update scalacheck to 1.15.3 by @scala-steward in https://github.com/spotify/featran/pull/476
• Update sbt-dotty to 0.5.3 by @scala-steward in https://github.com/spotify/featran/pull/475
• Update sbt-scalafix to 0.9.26 by @scala-steward in https://github.com/spotify/featran/pull/479
• Bump Scala 2.13 to 2.13.5 by @nevillelyh in https://github.com/spotify/featran/pull/480
• Update sbt to 1.4.9 by @scala-steward in https://github.com/spotify/featran/pull/487
• Bump Scio to 0.10.0 by @nevillelyh in https://github.com/spotify/featran/pull/483
• Update flink-clients, flink-scala to 1.12.2 by @scala-steward in https://github.com/spotify/featran/pull/482
• Update spark-core to 3.1.1 by @scala-steward in https://github.com/spotify/featran/pull/481
• Bump coursier/cache-action from v5 to v6 by @dependabot in https://github.com/spotify/featran/pull/486
• Update sbt-ci-release to 1.5.6 by @scala-steward in https://github.com/spotify/featran/pull/488
• Update tensorflow-core-api to 0.3.0 by @regadas in https://github.com/spotify/featran/pull/490
• Update tensorflow-core-api to 0.3.1 by @scala-steward in https://github.com/spotify/featran/pull/492
• Update sbt-ci-release to 1.5.7 by @scala-steward in https://github.com/spotify/featran/pull/491
• Bump Scio to 0.10.1 by @stormy-ua in https://github.com/spotify/featran/pull/495
• Update sbt-dotty to 0.5.4 by @scala-steward in https://github.com/spotify/featran/pull/494
• Update sbt-scalafix to 0.9.27 by @scala-steward in https://github.com/spotify/featran/pull/493
• Update sbt to 1.5.0 by @scala-steward in https://github.com/spotify/featran/pull/496
• Bump Scio to 0.10.2 by @stormy-ua in https://github.com/spotify/featran/pull/497
• Update sbt to 1.5.1 by @scala-steward in https://github.com/spotify/featran/pull/500
• Update sbt-scoverage to 1.7.0 by @scala-steward in https://github.com/spotify/featran/pull/501
• Bump breeze to 1.2 by @nevillelyh in https://github.com/spotify/featran/pull/503
• Update sbt-scoverage to 1.7.2 by @scala-steward in https://github.com/spotify/featran/pull/505
• Update sbt-scoverage to 1.7.3 by @scala-steward in https://github.com/spotify/featran/pull/507
• Update sbt-mima-plugin to 0.9.0 by @scala-steward in https://github.com/spotify/featran/pull/508
• Update sbt to 1.5.2 by @scala-steward in https://github.com/spotify/featran/pull/509
• Update sbt-scoverage to 1.8.0 by @scala-steward in https://github.com/spotify/featran/pull/510
• Update sbt-jmh to 0.4.2 by @scala-steward in https://github.com/spotify/featran/pull/512
• Update sbt-mima-plugin to 0.9.1 by @scala-steward in https://github.com/spotify/featran/pull/513
• Update algebird-core to 0.13.8 by @scala-steward in https://github.com/spotify/featran/pull/518
• Update sbt-scalafix to 0.9.28 by @scala-steward in https://github.com/spotify/featran/pull/517
• Update flink-clients, flink-scala to 1.12.4 by @scala-steward in https://github.com/spotify/featran/pull/516
• Update scala-library to 2.13.6 by @scala-steward in https://github.com/spotify/featran/pull/514
• Update sbt-scoverage to 1.8.1 by @scala-steward in https://github.com/spotify/featran/pull/515
• Update circe-core, circe-parser to 0.14.0 by @scala-steward in https://github.com/spotify/featran/pull/521
• Update sbt-mima-plugin to 0.9.2 by @scala-steward in https://github.com/spotify/featran/pull/520
• Update flink-clients, flink-scala to 1.13.0 by @scala-steward in https://github.com/spotify/featran/pull/519
• Bump Scio to 0.10.3 by @nevillelyh in https://github.com/spotify/featran/pull/522
• Update circe-core, circe-parser to 0.14.1 by @scala-steward in https://github.com/spotify/featran/pull/523
• Update sbt-scalafix to 0.9.29 by @scala-steward in https://github.com/spotify/featran/pull/528
• Update sbt-scoverage to 1.8.2 by @scala-steward in https://github.com/spotify/featran/pull/527
• Update spark-core to 3.1.2 by @scala-steward in https://github.com/spotify/featran/pull/524
• Update flink-clients, flink-scala to 1.13.1 by @scala-steward in https://github.com/spotify/featran/pull/526
• Bump olafurpg/setup-scala from 10 to 11 by @dependabot in https://github.com/spotify/featran/pull/529
• Bump olafurpg/setup-scala from 11 to 12 by @dependabot in https://github.com/spotify/featran/pull/532
• Update scala-library to 2.12.14 by @scala-steward in https://github.com/spotify/featran/pull/525
• Update sbt-jmh to 0.4.3 by @scala-steward in https://github.com/spotify/featran/pull/531
• Update sbt to 1.5.3 by @nevillelyh in https://github.com/spotify/featran/pull/533
• Update sbt to 1.5.4 by @scala-steward in https://github.com/spotify/featran/pull/534
• Update hadoop-client to 3.3.1 by @scala-steward in https://github.com/spotify/featran/pull/535
• Update scio-core, scio-test to 0.10.4 by @scala-steward in https://github.com/spotify/featran/pull/537
• Update sbt-scalafmt to 2.4.3 by @scala-steward in https://github.com/spotify/featran/pull/538
• Update tensorflow-core-api to 0.3.2 by @scala-steward in https://github.com/spotify/featran/pull/540
• Update sbt to 1.5.5 by @scala-steward in https://github.com/spotify/featran/pull/539
• Bump olafurpg/setup-scala from 12 to 13 by @dependabot in https://github.com/spotify/featran/pull/541
• Update flink-clients, flink-scala to 1.13.2 by @scala-steward in https://github.com/spotify/featran/pull/542
• Update breeze to 1.3 by @scala-steward in https://github.com/spotify/featran/pull/543
• Update scalafmt-core to 3.0.0 by @scala-steward in https://github.com/spotify/featran/pull/545
• Update sbt-scalafix to 0.9.30 by @scala-steward in https://github.com/spotify/featran/pull/544
• Update scalafmt-core to 3.0.1 by @scala-steward in https://github.com/spotify/featran/pull/547
• Update sbt-mima-plugin to 1.0.0 by @scala-steward in https://github.com/spotify/featran/pull/546
• Update scalafmt-core to 3.0.2 by @scala-steward in https://github.com/spotify/featran/pull/551
• Update scio-core, scio-test to 0.11.0 by @scala-steward in https://github.com/spotify/featran/pull/549
• Update tensorflow-core-api to 0.3.3 by @scala-steward in https://github.com/spotify/featran/pull/548
• Update scalafmt-core to 3.0.3 by @scala-steward in https://github.com/spotify/featran/pull/552
• Update scala-library to 2.12.15 by @scala-steward in https://github.com/spotify/featran/pull/553
• Update sbt-scalafix to 0.9.31 by @scala-steward in https://github.com/spotify/featran/pull/555
• Update scalafmt-core to 3.0.5 by @scala-steward in https://github.com/spotify/featran/pull/558
• Update sbt-ci-release to 1.5.9 by @scala-steward in https://github.com/spotify/featran/pull/557
• Update flink-clients, flink-scala to 1.14.0 by @scala-steward in https://github.com/spotify/featran/pull/559
• Update scalafmt-core to 3.0.6 by @scala-steward in https://github.com/spotify/featran/pull/560
• Update sbt-scoverage to 1.9.0 by @scala-steward in https://github.com/spotify/featran/pull/554
• Update sbt-mima-plugin to 1.0.1 by @scala-steward in https://github.com/spotify/featran/pull/562
• Update sbt-scoverage to 1.9.1 by @scala-steward in https://github.com/spotify/featran/pull/563
• Update spark-core to 3.2.0 by @scala-steward in https://github.com/spotify/featran/pull/564
• Update sbt-ci-release to 1.5.10 by @scala-steward in https://github.com/spotify/featran/pull/565
• Bump actions/checkout from 2.3.4 to 2.3.5 by @dependabot in https://github.com/spotify/featran/pull/566
• Bump Scio to 0.11.1 by @kellen in https://github.com/spotify/featran/pull/567
• Update scalafmt-core to 3.0.7 by @scala-steward in https://github.com/spotify/featran/pull/568
• Update sbt-unidoc to 0.5.0 by @scala-steward in https://github.com/spotify/featran/pull/569
• Update algebird-core to 0.13.9 by @scala-steward in https://github.com/spotify/featran/pull/574
• Bump actions/checkout from 2.3.5 to 2.4.0 by @dependabot in https://github.com/spotify/featran/pull/573
• Update sbt-scoverage to 1.9.2 by @scala-steward in https://github.com/spotify/featran/pull/572
• Update sbt-scalafix to 0.9.32 by @scala-steward in https://github.com/spotify/featran/pull/575
• Update scalafmt-core to 3.0.8 by @scala-steward in https://github.com/spotify/featran/pull/570
• Update sbt-scalafix to 0.9.33 by @scala-steward in https://github.com/spotify/featran/pull/579
• Update scalafmt-core to 3.2.0 by @scala-steward in https://github.com/spotify/featran/pull/580
• Update sbt-scalafmt to 2.4.4 by @scala-steward in https://github.com/spotify/featran/pull/577
• Upgrade SBT to 1.5.6 by @SCKelemen in https://github.com/spotify/featran/pull/585
• Update sbt to 1.5.7 by @scala-steward in https://github.com/spotify/featran/pull/587
• Update flink-clients, flink-scala to 1.14.1 by @scala-steward in https://github.com/spotify/featran/pull/586
• Update sbt-scalafmt to 2.4.5 by @scala-steward in https://github.com/spotify/featran/pull/583
• Update scalafmt-core to 3.2.1 by @scala-steward in https://github.com/spotify/featran/pull/582
• Update tensorflow-core-api to 0.4.0 by @scala-steward in https://github.com/spotify/featran/pull/581
• Update scala-library to 2.13.7 by @scala-steward in https://github.com/spotify/featran/pull/571
• Update flink-clients, flink-scala to 1.14.2 by @scala-steward in https://github.com/spotify/featran/pull/588
• Bump Scio to 0.11.2 by @stormy-ua in https://github.com/spotify/featran/pull/589
• Update sbt to 1.5.8 by @scala-steward in https://github.com/spotify/featran/pull/590
• Update sbt to 1.6.0 by @scala-steward in https://github.com/spotify/featran/pull/593
• Update sbt to 1.6.1 by @scala-steward in https://github.com/spotify/featran/pull/594
• Update sbt-scalafmt to 2.4.6 by @scala-steward in https://github.com/spotify/featran/pull/592
• Update scalafmt-core to 3.2.2 by @scala-steward in https://github.com/spotify/featran/pull/591
• Update scalafmt-core to 3.3.1 by @scala-steward in https://github.com/spotify/featran/pull/595
• Update scala-library to 2.13.8 by @scala-steward in https://github.com/spotify/featran/pull/598
• Update flink-clients, flink-scala to 1.14.3 by @scala-steward in https://github.com/spotify/featran/pull/600
• Update sbt-scalafix to 0.9.34 by @scala-steward in https://github.com/spotify/featran/pull/597
• Update scio-core, scio-test to 0.11.4 by @scala-steward in https://github.com/spotify/featran/pull/601
• Update sbt-scoverage to 1.9.3 by @scala-steward in https://github.com/spotify/featran/pull/596
• Update scalafmt-core to 3.3.2 by @scala-steward in https://github.com/spotify/featran/pull/602
• Update scalafmt-core to 3.3.3 by @scala-steward in https://github.com/spotify/featran/pull/603
• Update flink-clients, flink-scala to 1.14.4 by @scala-steward in https://github.com/spotify/featran/pull/613
• Update scio-core, scio-test to 0.11.5 by @scala-steward in https://github.com/spotify/featran/pull/612
• Bump actions/checkout from 2.4.0 to 3 by @dependabot in https://github.com/spotify/featran/pull/610
• Update hadoop-client to 3.3.2 by @scala-steward in https://github.com/spotify/featran/pull/611
• Update sbt-dotty to 0.5.5 by @scala-steward in https://github.com/spotify/featran/pull/499
• Update tensorflow-core-api to 0.4.1 by @scala-steward in https://github.com/spotify/featran/pull/614
• Update spark-core to 3.2.1 by @scala-steward in https://github.com/spotify/featran/pull/604
• Update sbt-mima-plugin to 1.1.0 by @scala-steward in https://github.com/spotify/featran/pull/617
• Update sbt-scalafix to 0.10.0 by @scala-steward in https://github.com/spotify/featran/pull/618
• Update hadoop-client to 3.3.3 by @scala-steward in https://github.com/spotify/featran/pull/625
• Update scio-core, scio-test to 0.11.7 by @scala-steward in https://github.com/spotify/featran/pull/623
• Add ownership by @kellen in https://github.com/spotify/featran/pull/646
• Update circe-core, circe-parser to 0.14.3 by @scala-steward in https://github.com/spotify/featran/pull/644
• Update build by @RustedBones in https://github.com/spotify/featran/pull/665
• Update scio-core, scio-test to 0.11.14 by @scala-steward in https://github.com/spotify/featran/pull/663
• Update tensorflow-core-api to 0.4.2 by @scala-steward in https://github.com/spotify/featran/pull/652
• Update hadoop-client to 3.3.4 by @scala-steward in https://github.com/spotify/featran/pull/636
• Update scalacheck version to 1.17.0 by @RustedBones in https://github.com/spotify/featran/pull/666
• Restrict CI on main branch by @RustedBones in https://github.com/spotify/featran/pull/667
• Update spark to version 3.3.1 and publish for scala 2.13 by @RustedBones in https://github.com/spotify/featran/pull/668
• Update scalafmt-core to 3.6.1 by @scala-steward in https://github.com/spotify/featran/pull/658
• Disable dependabot by @RustedBones in https://github.com/spotify/featran/pull/671
• Chore(deps): update breeze to v2.1.0 by @regadas in https://github.com/spotify/featran/pull/669
• Update flink to version 1.16.0 by @RustedBones in https://github.com/spotify/featran/pull/672

New Contributors

• @dependabot made their first contribution in https://github.com/spotify/featran/pull/442
• @stormy-ua made their first contribution in https://github.com/spotify/featran/pull/495
• @kellen made their first contribution in https://github.com/spotify/featran/pull/567
• @SCKelemen made their first contribution in https://github.com/spotify/featran/pull/585
• @RustedBones made their first contribution in https://github.com/spotify/featran/pull/665

Full Changelog: https://github.com/spotify/featran/compare/v0.7.0...v0.8.0

Dependency updates

• scio v0.10.0
• TensorFlow v0.3.0
• Spark v3.1.1
• Flink v1.12.2

• Cross Compile to Scala 3.0.0-M3
• Update TensorFlow to 2.3.1
• Update XGboost to 1.3.1
• Update Scio to 0.10.0-beta2

• Bump Scio to 0.10.0-alpha1

• Bump Scio to 0.9.0
• Drop Scala 2.11 support

• Add cross build for Scala 2.13
• Allow empty sequences as input values for HashNHotEncoders (#312)
• Add contramap method to Transformer (#311)

• Add Scala 2.12 cross builds for Flink & Spark
• Decouple XGBoost from Scala binary version

• Add Indicator transformer

• Add java support for extractWithSubsettings #182

• Introduced FlatReader / FlatWriters (#161)
• Removed JsonSerializable (#165)
• Small clean ups and tweaks

• Add NamedSparseArray #141
• Normalize feature names in TensorFlow Example #119 #138

• Add support for partial feature spec extraction #121
• Treat empty input as missing value in NHot encoders #130
• Use simulacrum typeclass macro #123 #126 #127 #128

• Fix TensorFlowFeatureBuilder serialization issue

• Add RecordExtractor state as a ThreadLocal
• (Spark users) make JMapWrapper serializable

• Fix dimensions in OneHotEncoder and TopNOneHotEncoder

• Bump scio to 0.5.1 and circe to 0.9.1

• Add encodeMissingValue option to encoders #96

• TopNOneHotEncoder #89
• PositionEncoder #92

• expose XGBoost LabeledPoint in Java API
• bump dependencies