Release notes release/0.16.3
============================

Released 2024-07-25

dependency upgrades, enhancements for minibatch streams, data pipelines,
service APIs, UX.

What’s Changed
--------------

-  TrackingProvider now allows for batching of data retrieval by
   @miraculixx in https://github.com/omegaml/omegaml/pull/384
-  update dependencies by @miraculixx in
   https://github.com/omegaml/omegaml/pull/390
-  update R installation by @omegaml in
   https://github.com/omegaml/omegaml/pull/391
-  improve om.streams semantics by @miraculixx in
   https://github.com/omegaml/omegaml/pull/388
-  update based on snyk report by @miraculixx in
   https://github.com/omegaml/omegaml/pull/395
-  update datapipeline for parallel map-style processing by @miraculixx
   in https://github.com/omegaml/omegaml/pull/396
-  update dependencies by @miraculixx in
   https://github.com/omegaml/omegaml/pull/397
-  fix recursion issue due to pymongo 4.7 by @miraculixx in
   https://github.com/omegaml/omegaml/pull/405
-  fix tracking fails on added columns by @miraculixx in
   https://github.com/omegaml/omegaml/pull/401
-  enhance input/output validation by @miraculixx in
   https://github.com/omegaml/omegaml/pull/398
-  add R installation to docker file by @miraculixx in
   https://github.com/omegaml/omegaml/pull/399
-  dependency updates by @miraculixx in
   https://github.com/omegaml/omegaml/pull/407
-  enable nullable schema fields by @miraculixx in
   https://github.com/omegaml/omegaml/pull/413
-  ensure runtime.require() updates routing options by @miraculixx in
   https://github.com/omegaml/omegaml/pull/417
-  AuthenticationEnv.prepare_env() sets None value as blank by
   @miraculixx in https://github.com/omegaml/omegaml/pull/415
-  disable monogdb logging on startup by @miraculixx in
   https://github.com/omegaml/omegaml/pull/418
-  add loading progress spinner by @miraculixx in
   https://github.com/omegaml/omegaml/pull/419
-  ignore local mongoinit.js by @miraculixx in
   https://github.com/omegaml/omegaml/pull/420
-  fix pandas 2.x compatibility by @miraculixx in
   https://github.com/omegaml/omegaml/pull/421
-  allow setting worker concurrency from env by @miraculixx in
   https://github.com/omegaml/omegaml/pull/422
-  fix envinstall pip error by @miraculixx in
   https://github.com/omegaml/omegaml/pull/426
-  speedup omega base loading by @miraculixx in
   https://github.com/omegaml/omegaml/pull/427
-  Bump version: 0.16.2 → 0.16.3-dev1 by @miraculixx in
   https://github.com/omegaml/omegaml/pull/409

**Full Changelog**:
https://github.com/omegaml/omegaml/compare/release/0.16.2…release/0.16.3

Changes
~~~~~~~

-  Merge pull request #409 from omegaml/release-build-0.16.3
   `14c7a12 <https://github.com/omegaml/omegaml/commit/14c7a12>`__
-  build release 0.16.3
   `dac9438 <https://github.com/omegaml/omegaml/commit/dac9438>`__
-  Merge pull request #427 from omegaml/speedup-loading
   `57f9d7a <https://github.com/omegaml/omegaml/commit/57f9d7a>`__
-  improve loading spee
   `e948c45 <https://github.com/omegaml/omegaml/commit/e948c45>`__
-  speed up loading times
   `db73130 <https://github.com/omegaml/omegaml/commit/db73130>`__
-  Merge pull request #426 from omegaml/fix-envinstall-autoinstall
   `5306f73 <https://github.com/omegaml/omegaml/commit/5306f73>`__
-  Merge pull request #422 from
   omegaml/enable-setting-worker-concurrency-env
   `aa34ea8 <https://github.com/omegaml/omegaml/commit/aa34ea8>`__
-  allow setting worker concurrency from env
   `627dc2c <https://github.com/omegaml/omegaml/commit/627dc2c>`__
-  Merge pull request #421 from omegaml/fix-pandas-2.x-compat
   `5aa28dc <https://github.com/omegaml/omegaml/commit/5aa28dc>`__
-  Merge pull request #420 from omegaml/ignore-local-mongo-init.js
   `f83c747 <https://github.com/omegaml/omegaml/commit/f83c747>`__
-  ignore local mongoinit.js
   `42ee338 <https://github.com/omegaml/omegaml/commit/42ee338>`__
-  Merge pull request #419 from omegaml/add-loading-progress
   `9a6c440 <https://github.com/omegaml/omegaml/commit/9a6c440>`__
-  add loading progress spinner
   `9826bcd <https://github.com/omegaml/omegaml/commit/9826bcd>`__
-  Merge pull request #418 from omegaml/disable-mongo-debugging
   `a1c1c3c <https://github.com/omegaml/omegaml/commit/a1c1c3c>`__
-  disable monogdb logging on startup
   `b3a0f96 <https://github.com/omegaml/omegaml/commit/b3a0f96>`__
-  Merge pull request #415 from omegaml/fix-runtime-env-values
   `f91e8ad <https://github.com/omegaml/omegaml/commit/f91e8ad>`__
-  AuthenticationEnv.prepare_env() sets None value as blank
   `530eb3b <https://github.com/omegaml/omegaml/commit/530eb3b>`__
-  Merge pull request #417 from omegaml/fix-runtime-routing
   `787697e <https://github.com/omegaml/omegaml/commit/787697e>`__
-  ensure runtime.require() updates routing options
   `1b17ba5 <https://github.com/omegaml/omegaml/commit/1b17ba5>`__
-  Merge pull request #413 from omegaml/enable-api-nullable-fields
   `dc66fae <https://github.com/omegaml/omegaml/commit/dc66fae>`__
-  enable nullable schema fields
   `1cdab99 <https://github.com/omegaml/omegaml/commit/1cdab99>`__
-  Merge pull request #407 from omegaml/fix-dependabot-alerts
   `00e52b8 <https://github.com/omegaml/omegaml/commit/00e52b8>`__
-  dependency updates
   `bb32e26 <https://github.com/omegaml/omegaml/commit/bb32e26>`__
-  Merge pull request #399 from omegaml/add-r-setup-dockerfile
   `bbc93be <https://github.com/omegaml/omegaml/commit/bbc93be>`__
-  add R installation to docker file
   `6dffcda <https://github.com/omegaml/omegaml/commit/6dffcda>`__
-  Merge pull request #398 from omegaml/enhance-input-validation
   `1449a2d <https://github.com/omegaml/omegaml/commit/1449a2d>`__
-  enhance input/output validation
   `0054554 <https://github.com/omegaml/omegaml/commit/0054554>`__
-  Merge pull request #401 from omegaml/fix-400-datarevision-columns
   `6603822 <https://github.com/omegaml/omegaml/commit/6603822>`__
-  Merge pull request #405 from omegaml/fix-pymongo-4.7-timeout
   `7544f43 <https://github.com/omegaml/omegaml/commit/7544f43>`__
-  Merge pull request #397 from omegaml/update-dependencies
   `dd7922d <https://github.com/omegaml/omegaml/commit/dd7922d>`__
-  update dependencies
   `730bb77 <https://github.com/omegaml/omegaml/commit/730bb77>`__
-  Merge pull request #396 from omegaml/update-datapipeline
   `3868ff2 <https://github.com/omegaml/omegaml/commit/3868ff2>`__
-  update datapipeline for parallel map-style processing
   `5fdd88c <https://github.com/omegaml/omegaml/commit/5fdd88c>`__
-  Merge pull request #395 from omegaml/update-snyk-ignores
   `1ee0f38 <https://github.com/omegaml/omegaml/commit/1ee0f38>`__
-  update based on snyk report
   `8e192b4 <https://github.com/omegaml/omegaml/commit/8e192b4>`__
-  Merge pull request #388 from omegaml/improve-streams-handling
   `c325c5a <https://github.com/omegaml/omegaml/commit/c325c5a>`__
-  improve om.streams semantics
   `2fe5bfc <https://github.com/omegaml/omegaml/commit/2fe5bfc>`__
-  Merge pull request #391 from omegaml/update-pyver-releases
   `55e7049 <https://github.com/omegaml/omegaml/commit/55e7049>`__
-  update R installation
   `5f96069 <https://github.com/omegaml/omegaml/commit/5f96069>`__
-  Merge pull request #390 from omegaml/update-dependencies
   `ad55440 <https://github.com/omegaml/omegaml/commit/ad55440>`__
-  update dependencies
   `0cc8b4d <https://github.com/omegaml/omegaml/commit/0cc8b4d>`__
-  Merge pull request #384 from omegaml/enable-batched-tracking-data
   `2e2a1ef <https://github.com/omegaml/omegaml/commit/2e2a1ef>`__
-  TrackingProvider now allows for batching of data retrieval
   `99a174d <https://github.com/omegaml/omegaml/commit/99a174d>`__

Bug Fixes
~~~~~~~~~

-  fix envinstall pip error
   `806d4bb <https://github.com/omegaml/omegaml/commit/806d4bb>`__
-  fix pandas 2.x compatibility
   `83433b1 <https://github.com/omegaml/omegaml/commit/83433b1>`__
-  fix datarevisions traces on column additions
   `1bfc5df <https://github.com/omegaml/omegaml/commit/1bfc5df>`__
-  fix recursion issue due to pymongo 4.7
   `f5ee78e <https://github.com/omegaml/omegaml/commit/f5ee78e>`__