Omegaml

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

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


**Full Changelog**: https://github.com/omegaml/omegaml/compare/release/0.16.2...0.16.3-dev1

Address security issues and minor functional maintenance

What's Changed
* update security policy by omegaml in https://github.com/omegaml/omegaml/pull/366
* Update security by miraculixx in https://github.com/omegaml/omegaml/pull/368
* Update security by omegaml in https://github.com/omegaml/omegaml/pull/369
* Update security by omegaml in https://github.com/omegaml/omegaml/pull/370
* add .snyk file by omegaml in https://github.com/omegaml/omegaml/pull/371
* add .snyk file by omegaml in https://github.com/omegaml/omegaml/pull/372
* add .snyk file by omegaml in https://github.com/omegaml/omegaml/pull/373
* pin pandas dependency to circumvent sqlite testing issue by miraculixx in https://github.com/omegaml/omegaml/pull/375
* upgrade circle-ci image by miraculixx in https://github.com/omegaml/omegaml/pull/376
* Update security by miraculixx in https://github.com/omegaml/omegaml/pull/374
* backport tarfile.extractall filter to Python < 3.12 by miraculixx in https://github.com/omegaml/omegaml/pull/379
* Simplify revisions by miraculixx in https://github.com/omegaml/omegaml/pull/380
* improve virtualobj storing by miraculixx in https://github.com/omegaml/omegaml/pull/378
* enable objects preloading and caching by miraculixx in https://github.com/omegaml/omegaml/pull/381
* Fix mlflow project recreate by miraculixx in https://github.com/omegaml/omegaml/pull/382
* Release build 0.16.2 by miraculixx in https://github.com/omegaml/omegaml/pull/377


**Full Changelog**: https://github.com/omegaml/omegaml/compare/release/0.16.1...release/0.16.2

Update dependencies, improve tracking semantics, bug fixes.

What's Changed

* Improve tracking semantics by miraculixx in https://github.com/omegaml/omegaml/pull/351
* fix error raised by tracking when when tensorflow is missing by miraculixx in https://github.com/omegaml/omegaml/pull/356
* Fix virtualobj dashserve by miraculixx in https://github.com/omegaml/omegaml/pull/355
* Enable custom http status by miraculixx in https://github.com/omegaml/omegaml/pull/354
* Enable metadata require by miraculixx in https://github.com/omegaml/omegaml/pull/357
* improve runtime require() semantics by miraculixx in https://github.com/omegaml/omegaml/pull/358
* upgrade dependencies by miraculixx in https://github.com/omegaml/omegaml/pull/359

**Full Changelog**: https://github.com/omegaml/omegaml/compare/release/0.16.0...release/0.16.1

What's Changed
* release build 0.15.6 by miraculixx in https://github.com/omegaml/omegaml/pull/326
* Improve tracking semantics by miraculixx in https://github.com/omegaml/omegaml/pull/351
* fix error raised by tracking when when tensorflow is missing by miraculixx in https://github.com/omegaml/omegaml/pull/356
* Fix virtualobj dashserve by miraculixx in https://github.com/omegaml/omegaml/pull/355
* Enable custom http status by miraculixx in https://github.com/omegaml/omegaml/pull/354
* Enable metadata require by miraculixx in https://github.com/omegaml/omegaml/pull/357
* improve runtime require() semantics by miraculixx in https://github.com/omegaml/omegaml/pull/358
* upgrade dependencies by miraculixx in https://github.com/omegaml/omegaml/pull/359
* Bump version: 0.16.1-dev1 → 0.16.1-rc1 by omegaml in https://github.com/omegaml/omegaml/pull/360


**Full Changelog**: https://github.com/omegaml/omegaml/compare/release/0.16.0...release/0.16.1-rc1

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