Release notes release/0.16.0
============================

Released 2023-11-09

What’s Changed
--------------

-  upgrade dependencies to pandas, jupyterhub by @miraculixx in
   https://github.com/omegaml/omegaml/pull/324
-  ensure sql connection string secrets are properly encoded by
   @miraculixx in https://github.com/omegaml/omegaml/pull/327
-  Enhance tracking by @miraculixx in
   https://github.com/omegaml/omegaml/pull/316
-  upgrade rabbitmq to latest release by @miraculixx in
   https://github.com/omegaml/omegaml/pull/328
-  refactor jupyterlab 4.0 dependency to nbclassic by @miraculixx in
   https://github.com/omegaml/omegaml/pull/330
-  more promotion backends by @miraculixx in
   https://github.com/omegaml/omegaml/pull/285
-  combine swagger docs from multiple services by @miraculixx in
   https://github.com/omegaml/omegaml/pull/331
-  Create SECURITY.md by @miraculixx in
   https://github.com/omegaml/omegaml/pull/333
-  [Snyk] Security upgrade tensorflow/tensorflow from
   2.11.0rc1-gpu-jupyter to 2.13.0rc0-gpu-jupyter by @omegaml in
   https://github.com/omegaml/omegaml/pull/329
-  upgrade dependencies by @miraculixx in
   https://github.com/omegaml/omegaml/pull/334
-  Fix flask dependency by @miraculixx in
   https://github.com/omegaml/omegaml/pull/338
-  update jupyter hub by @miraculixx in
   https://github.com/omegaml/omegaml/pull/343
-  fix IndexError on empty model version by @miraculixx in
   https://github.com/omegaml/omegaml/pull/345
-  Fix 346 empty swagger input by @miraculixx in
   https://github.com/omegaml/omegaml/pull/347
-  [Snyk] Security upgrade tensorflow/tensorflow from
   2.13.0rc0-gpu-jupyter to 2.13.0-gpu-jupyter by @omegaml in
   https://github.com/omegaml/omegaml/pull/349
-  [Snyk] Security upgrade tensorflow/tensorflow from
   2.13.0rc0-gpu-jupyter to 2.13.0rc2-gpu-jupyter by @omegaml in
   https://github.com/omegaml/omegaml/pull/337
-  [Snyk] Security upgrade jupyterhub/jupyterhub from latest to 4.0.2 by
   @omegaml in https://github.com/omegaml/omegaml/pull/342
-  Update sql docs by @miraculixx in
   https://github.com/omegaml/omegaml/pull/323
-  cli: om load from config file, if exists outside of current directory
   by @miraculixx in https://github.com/omegaml/omegaml/pull/348
-  update makefile by @miraculixx in
   https://github.com/omegaml/omegaml/pull/350
-  log exceptions in runtime tasks by @miraculixx in
   https://github.com/omegaml/omegaml/pull/336

**Full Changelog**:
https://github.com/omegaml/omegaml/compare/release/0.15.5…release/0.16.0

Changes
~~~~~~~

-  Bump version: 0.16.0-rc2 → 0.16.0
   `4bde4c9 <https://github.com/omegaml/omegaml/commit/4bde4c9>`__
-  Bump version: 0.16.0-rc1 → 0.16.0-rc2
   `dac6d26 <https://github.com/omegaml/omegaml/commit/dac6d26>`__
-  Bump version: 0.16.0-dev1 → 0.16.0-rc1
   `7debfdd <https://github.com/omegaml/omegaml/commit/7debfdd>`__
-  Bump version: 0.15.6-rc1 → 0.16.0-dev1
   `65365c5 <https://github.com/omegaml/omegaml/commit/65365c5>`__
-  Bump version: 0.15.6-dev7 → 0.15.6-rc1
   `98238f2 <https://github.com/omegaml/omegaml/commit/98238f2>`__
-  upgrade circleci machine image
   `30fe7c7 <https://github.com/omegaml/omegaml/commit/30fe7c7>`__
-  Bump version: 0.15.6-dev6 → 0.15.6-dev7
   `1aaa961 <https://github.com/omegaml/omegaml/commit/1aaa961>`__
-  Bump version: 0.15.6-dev5 → 0.15.6-dev6
   `6646414 <https://github.com/omegaml/omegaml/commit/6646414>`__
-  jupyter tests ensure file browser is shown
   `d6c6174 <https://github.com/omegaml/omegaml/commit/d6c6174>`__
-  Bump version: 0.15.6-dev4 → 0.15.6-dev5
   `4db250a <https://github.com/omegaml/omegaml/commit/4db250a>`__
-  Bump version: 0.15.6-dev3 → 0.15.6-dev4
   `d57db2a <https://github.com/omegaml/omegaml/commit/d57db2a>`__
-  Bump version: 0.15.6-dev2 → 0.15.6-dev3
   `a67e23a <https://github.com/omegaml/omegaml/commit/a67e23a>`__
-  Bump version: 0.15.6-dev1 → 0.15.6-dev2
   `c62764e <https://github.com/omegaml/omegaml/commit/c62764e>`__
-  update tensorflow dependencies
   `4b4169a <https://github.com/omegaml/omegaml/commit/4b4169a>`__
-  release build 0.15.6
   `d5b9bba <https://github.com/omegaml/omegaml/commit/d5b9bba>`__
-  Merge pull request #336 from omegaml/log-exception-on-debug
   `1983e3f <https://github.com/omegaml/omegaml/commit/1983e3f>`__
-  log exceptions in runtime tasks
   `b84f55d <https://github.com/omegaml/omegaml/commit/b84f55d>`__
-  Merge pull request #350 from omegaml/update-devtools
   `a3de3a0 <https://github.com/omegaml/omegaml/commit/a3de3a0>`__
-  update makefile
   `c8d1046 <https://github.com/omegaml/omegaml/commit/c8d1046>`__
-  Merge pull request #348 from omegaml/fix-config-loading-basedir
   `3818ae3 <https://github.com/omegaml/omegaml/commit/3818ae3>`__
-  cli: om load from config file, if exists outside of current directory
   `9b63018 <https://github.com/omegaml/omegaml/commit/9b63018>`__
-  Merge pull request #323 from omegaml/update-sql-docs
   `c9c0cc3 <https://github.com/omegaml/omegaml/commit/c9c0cc3>`__
-  update sql alchemy docs
   `30ed63d <https://github.com/omegaml/omegaml/commit/30ed63d>`__
-  Merge pull request #342 from
   omegaml/snyk-fix-479d77bb0802d2754e2fdacd6ff5aecd
   `8698538 <https://github.com/omegaml/omegaml/commit/8698538>`__
-  Merge pull request #337 from
   omegaml/snyk-fix-ebd741390d0f8310f7b24ca8d1307dfe
   `205ee54 <https://github.com/omegaml/omegaml/commit/205ee54>`__
-  Merge pull request #349 from
   omegaml/snyk-fix-9b805d15a403d746f4086e41440b466d
   `d6f43bd <https://github.com/omegaml/omegaml/commit/d6f43bd>`__
-  Merge pull request #347 from omegaml/fix-346-empty-swagger-input
   `a28d7cf <https://github.com/omegaml/omegaml/commit/a28d7cf>`__
-  swagger specs are valid even if no input schema is specified
   `0a0a295 <https://github.com/omegaml/omegaml/commit/0a0a295>`__
-  Merge pull request #345 from omegaml/fix-344-empty-model-version
   `3129354 <https://github.com/omegaml/omegaml/commit/3129354>`__
-  Update test_modelversions.py
   `53325d9 <https://github.com/omegaml/omegaml/commit/53325d9>`__
-  Merge pull request #343 from omegaml/fix-jupyter-upgrade-issue
   `92ee2b6 <https://github.com/omegaml/omegaml/commit/92ee2b6>`__
-  update jupyter hub
   `f1288b2 <https://github.com/omegaml/omegaml/commit/f1288b2>`__
-  Merge pull request #338 from omegaml/fix-flask-dependency
   `165963d <https://github.com/omegaml/omegaml/commit/165963d>`__
-  Merge pull request #334 from omegaml/upgrade-dependencies
   `598cc95 <https://github.com/omegaml/omegaml/commit/598cc95>`__
-  upgrade dependencies
   `2f25ed4 <https://github.com/omegaml/omegaml/commit/2f25ed4>`__
-  Merge pull request #329 from
   omegaml/snyk-fix-424c2e7c4a49f71671d6383f35f0b49a
   `40ab916 <https://github.com/omegaml/omegaml/commit/40ab916>`__
-  Merge pull request #333 from omegaml/miraculixx-patch-4
   `48a01f0 <https://github.com/omegaml/omegaml/commit/48a01f0>`__
-  Create SECURITY.md
   `3ebc051 <https://github.com/omegaml/omegaml/commit/3ebc051>`__
-  Merge pull request #331 from omegaml/combine-swagger
   `eb5e8b0 <https://github.com/omegaml/omegaml/commit/eb5e8b0>`__
-  combine swagger docs from multiple services
   `be107d6 <https://github.com/omegaml/omegaml/commit/be107d6>`__
-  Merge pull request #285 from omegaml/promotion-backends
   `f3c81c3 <https://github.com/omegaml/omegaml/commit/f3c81c3>`__
-  formalize promotion methods
   `bd8df75 <https://github.com/omegaml/omegaml/commit/bd8df75>`__
-  Merge pull request #330 from omegaml/fix-nbclassic
   `7669b26 <https://github.com/omegaml/omegaml/commit/7669b26>`__
-  Merge pull request #328 from omegaml/upgrade-rabbitmq
   `0dcce9b <https://github.com/omegaml/omegaml/commit/0dcce9b>`__
-  upgrade rabbitmq to latest release
   `9bb57ef <https://github.com/omegaml/omegaml/commit/9bb57ef>`__
-  Merge pull request #316 from omegaml/enhance-tracking
   `fdcd63a <https://github.com/omegaml/omegaml/commit/fdcd63a>`__
-  update task tracking semantics from inside runtime
   `872fb56 <https://github.com/omegaml/omegaml/commit/872fb56>`__
-  Merge pull request #327 from omegaml/encode-sqlsecrets-url
   `5b51cdc <https://github.com/omegaml/omegaml/commit/5b51cdc>`__
-  ensure sql connection string secrets are properly encoded
   `19d6cb2 <https://github.com/omegaml/omegaml/commit/19d6cb2>`__
-  Merge pull request #324 from omegaml/upgrade-dependencies
   `9b30d8c <https://github.com/omegaml/omegaml/commit/9b30d8c>`__
-  upgrade dependencies to pandas, jupyterhub
   `dfc4ab4 <https://github.com/omegaml/omegaml/commit/dfc4ab4>`__

Bug Fixes
~~~~~~~~~

-  fix: scripts/docker/jyhub/Dockerfile to reduce vulnerabilities
   `1fc5506 <https://github.com/omegaml/omegaml/commit/1fc5506>`__
-  fix: scripts/docker/omegaml-tensorflow/Dockerfile to reduce
   vulnerabilities
   `ca2c3dc <https://github.com/omegaml/omegaml/commit/ca2c3dc>`__
-  fix: scripts/docker/omegaml-tensorflow/Dockerfile to reduce
   vulnerabilities
   `d28b3dc <https://github.com/omegaml/omegaml/commit/d28b3dc>`__
-  fix IndexError on empty model version
   `f5885a5 <https://github.com/omegaml/omegaml/commit/f5885a5>`__
-  fix flask json dependency
   `395e54a <https://github.com/omegaml/omegaml/commit/395e54a>`__
-  fix: scripts/docker/omegaml-tensorflow/Dockerfile to reduce
   vulnerabilities
   `e7db15c <https://github.com/omegaml/omegaml/commit/e7db15c>`__

Refactor
~~~~~~~~

-  refactor jupyterlab 4.0 dependency to nbclassic
   `1aa9dd9 <https://github.com/omegaml/omegaml/commit/1aa9dd9>`__