Zenml

This release fixes a bug that was introduced in 0.46.1 where the default user
was made inaccessible and was inadvertently duplicated. This release rescues
the original user and renames the duplicate.

UPDATE: a breaking update to one of our dependencies means that you should run the following update after installing this version of `zenml`:

shell
pip install 'bcrypt==4.0.1'


What's Changed
* Create tags table by avishniakov in https://github.com/zenml-io/zenml/pull/2036
* Bring dashboard back to the release by avishniakov in https://github.com/zenml-io/zenml/pull/2046
* Fix duplicate default user by stefannica in https://github.com/zenml-io/zenml/pull/2045


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.46.1...0.47.0

The 0.46.1 release introduces support for Service Accounts and API Keys that
can be used to authenticate with the ZenML server from environments that do not
support the web login flow, such as CI/CD environments, for example.

Also included in this release are some documentation updates and bug fixes,
notably moving the database migration logic deployed with the Helm chart out of
the init containers and into a Kubernetes Job, which makes it possible to scale
out the ZenML server deployments without the risk of running into database
migration conflicts.

What's Changed
* Small improvements to Hub docs page by strickvl in https://github.com/zenml-io/zenml/pull/2015
* Pin OpenAI integration to `<1.0.0` by strickvl in https://github.com/zenml-io/zenml/pull/2027
* Make error message nicer for when two artifacts that share a prefix are found by strickvl in https://github.com/zenml-io/zenml/pull/2023
* Move db-migration to `job` instead of `init-container` to allow replicas by safoinme in https://github.com/zenml-io/zenml/pull/2021
* Fix stuck/broken CI by strickvl in https://github.com/zenml-io/zenml/pull/2032
* Increase `step.source_code` Cut-Off Limit by fa9r in https://github.com/zenml-io/zenml/pull/2025
* Improve artifact linkage logging in MCP by avishniakov in https://github.com/zenml-io/zenml/pull/2016
* Upgrade feast so apidocs don't fail no mo by AlexejPenner in https://github.com/zenml-io/zenml/pull/2028
* Remove NumPy Visualizations for 2D Arrays by fa9r in https://github.com/zenml-io/zenml/pull/2033
* Fix user activation bug by stefannica in https://github.com/zenml-io/zenml/pull/2037
* Remove `create_new_model_version` arg of `ModelConfig` by avishniakov in https://github.com/zenml-io/zenml/pull/2030
* Extend the wait period in between PyPi package publication and Docker image building for releases by strickvl in https://github.com/zenml-io/zenml/pull/2029
* Make `zenml up` prefill username when launching dashboard by strickvl in https://github.com/zenml-io/zenml/pull/2024
* Add warning when artifact store cannot be loaded by strickvl in https://github.com/zenml-io/zenml/pull/2011
* Add extra config to `Kaniko` docs by safoinme in https://github.com/zenml-io/zenml/pull/2019
* ZenML API Keys and Service Accounts by stefannica in https://github.com/zenml-io/zenml/pull/1840


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.46.0...0.46.1

UPDATE: a breaking update to one of our dependencies means that you should run the following update after installing this version of `zenml`:

shell
pip install 'bcrypt==4.0.1'


This release brings some upgrades, documentation updates and bug fixes. Notably,
our `langchain` integration now supports more modern versions and has been
upgraded to a new version at the lower edge of supported packages on account of
a security vulnerability.

Other fixes related to the Model Control Plane which was updated to support the
deletion of model versions via the CLI, for example.

Breaking Change

We removed the `llama_index` integration in this release. This related to
unsolvable dependency clashes that relate to `sqlmodel` and our database. We
expect these clashes to be resolved in the future and then we will add our
integration back in. If you were using the `llama_index` materializer that was
part of the integration, you will have to use a custom materializer in the
meanwhile. We apologize for the inconvenience.

What's Changed
* MCP-driven E2E template by avishniakov in https://github.com/zenml-io/zenml/pull/2004
* Model scoped endpoints by avishniakov in https://github.com/zenml-io/zenml/pull/2003
* Delete model version in cli by avishniakov in https://github.com/zenml-io/zenml/pull/2006
* Add latest version to model list response by avishniakov in https://github.com/zenml-io/zenml/pull/2007
* Fix `gcs bucket` docs error message by safoinme in https://github.com/zenml-io/zenml/pull/2018
* Fix `Skypilot` docs configuration by safoinme in https://github.com/zenml-io/zenml/pull/2017
* Bump `langchain`, disable `llama_index`, and fix Vector Store materializer by strickvl in https://github.com/zenml-io/zenml/pull/2013
* Fix Build Options of `GCPImageBuilder` by fa9r in https://github.com/zenml-io/zenml/pull/1992
* Fix the stack component describe CLI output by stefannica in https://github.com/zenml-io/zenml/pull/2001


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.45.6...0.46.0

UPDATE: a breaking update to one of our dependencies means that you should run the following update after installing this version of `zenml`:

shell
pip install 'bcrypt==4.0.1'


This release brings an array of enhancements and refinements. Notable improvements include
allowing for `disconnecting` service connectors from stack components, adding connector support to the
sagemaker step operator, turning synchronous mode on by default for all orchestrators, and enabling
server-side component config validation.

What's Changed
* Updating `README.md` and update images by znegrin in https://github.com/zenml-io/zenml/pull/1986
* Always set the active workspace to be the default workspace server side by stefannica in https://github.com/zenml-io/zenml/pull/1989
* Update outdated CLI docs by strickvl in https://github.com/zenml-io/zenml/pull/1990
* Turn synchronous mode on by default for all orchestrators by stefannica in https://github.com/zenml-io/zenml/pull/1991
* Use docker credentials in the skypilot orchestrator by stefannica in https://github.com/zenml-io/zenml/pull/1983
* Add missing space to `step` warning message by strickvl in https://github.com/zenml-io/zenml/pull/1994
* Fix sagemaker orchestrator and step operator env vars and other minor bugs by stefannica in https://github.com/zenml-io/zenml/pull/1993
* fix: `BasePyTorchMaterliazer` -> `Materializer` by cameronraysmith in https://github.com/zenml-io/zenml/pull/1969
* allow calling old base pytorch materilizzer by safoinme in https://github.com/zenml-io/zenml/pull/1997
* Add connector support to sagemaker step operator. by stefannica in https://github.com/zenml-io/zenml/pull/1996
* Server-Side Component Config Validation by fa9r in https://github.com/zenml-io/zenml/pull/1988
* Allow disconnecting service-connector from stack component by safoinme in https://github.com/zenml-io/zenml/pull/1864

New Contributors
* znegrin made their first contribution in https://github.com/zenml-io/zenml/pull/1986

**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.45.5...0.45.6

UPDATE: a breaking update to one of our dependencies means that you should run the following update after installing this version of `zenml`:

shell
pip install 'bcrypt==4.0.1'


This minor release contains bugfixes and documentation improvements. Notably,
our `sqlmodel` dependency has been pinned to 0.0.8 which fixes installation
errors following the release of 0.0.9.

What's Changed
* Add a 'how do I...' section into docs by strickvl in https://github.com/zenml-io/zenml/pull/1953
* Bump `mypy`, `ruff` and `black` by strickvl in https://github.com/zenml-io/zenml/pull/1963
* Fix double slashes in weblogin by schustmi in https://github.com/zenml-io/zenml/pull/1972
* SQLModel docs backport fixes by strickvl in https://github.com/zenml-io/zenml/pull/1975
* Updated quickstart command in cloud quickstart by AlexejPenner in https://github.com/zenml-io/zenml/pull/1977
* Make sure vertex job id is only lower case letter, number or dash by AlexejPenner in https://github.com/zenml-io/zenml/pull/1978
* Fix DB initialization when using external authentication by schustmi in https://github.com/zenml-io/zenml/pull/1965
* Pin SQLModel dependency to `0.0.8` by strickvl in https://github.com/zenml-io/zenml/pull/1973
* Source code repository type not included in resolve source by safoinme in https://github.com/zenml-io/zenml/pull/1982
* Prepare release 0.45.5 by strickvl in https://github.com/zenml-io/zenml/pull/1981


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.45.4...0.45.5

UPDATE: a breaking update to two of our dependencies means that you should run the following update after installing this version of `zenml`:

shell
pip install 'bcrypt==4.0.1' 'sqlmodel==0.0.8'


This minor update fixes a database migration bug that you could potentially encounter while upgrading your ZenML version and relates to use of the `ExternalArtifact` object.
*If you are upgrading from <0.45.x version, this is the recommended release.*

UPDATE (Oct 24, 2023): A new version of `sqlmodel` (0.0.9) might cause issues with your ZenML installation. If you encounter this error, please do a `pip install 'sqlmodel==0.0.8'` to fix the problem. This will be permanently fixed in higher versions of ZenML.

**PROBLEMS?**: If you upgraded to ZenML v0.45.2 or v0.45.3 and are experiencing issues with your database, please consider upgrading to v0.45.4 instead.

What's Changed
* Increase reuse of `ModelConfig` by avishniakov in https://github.com/zenml-io/zenml/pull/1954
* resolve alembic branches by avishniakov in https://github.com/zenml-io/zenml/pull/1964
* Fix corrupted migration for old dbs by avishniakov in https://github.com/zenml-io/zenml/pull/1966

**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.45.3...0.45.4