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Merge branch 'misc/prepare-release-0.90.0rc0' of github.com:zenml-io/zenml into misc/prepare-release-0.90.0rc0
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RELEASE_NOTES.md

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<!-- markdown-link-check-disable -->
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# 0.90.0rc0
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## What's Changed
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* Add 0.85.0 to the migration tests by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/3951
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* Add version 0.84.3 to legacy docs by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/3949
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* Add documentation for timeline view by @strickvl in https://github.com/zenml-io/zenml/pull/3948
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* Add documentation for the `StepContext` object by @strickvl in https://github.com/zenml-io/zenml/pull/3953
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* Runtime environment variables by @schustmi in https://github.com/zenml-io/zenml/pull/3336
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* Fix legacy merge conflict in docs by @schustmi in https://github.com/zenml-io/zenml/pull/3955
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* Docs/documentation for execution modes by @bcdurak in https://github.com/zenml-io/zenml/pull/3956
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* Pipeline snapshots by @schustmi in https://github.com/zenml-io/zenml/pull/3856
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* Upgrade pydantic by @htahir1 in https://github.com/zenml-io/zenml/pull/3944
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* Dedent exception info traceback by @schustmi in https://github.com/zenml-io/zenml/pull/3957
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* Update (broken) metadata logging example for pipeline runs by @strickvl in https://github.com/zenml-io/zenml/pull/3961
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* Fix cache policy docs formatting by @schustmi in https://github.com/zenml-io/zenml/pull/3965
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* Bugfix for duplicated log records for exceptions by @bcdurak in https://github.com/zenml-io/zenml/pull/3964
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* Bugfix for handling old logs with timestamp by @bcdurak in https://github.com/zenml-io/zenml/pull/3968
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* Snapshot UX improvements by @schustmi in https://github.com/zenml-io/zenml/pull/3959
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* Track pipeline output spec and schema by @schustmi in https://github.com/zenml-io/zenml/pull/3972
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* Misc snapshot improvements by @schustmi in https://github.com/zenml-io/zenml/pull/3980
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* Update self-hosted ZenML Pro deployment docs by @stefannica in https://github.com/zenml-io/zenml/pull/3981
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* Slimmer base package by @schustmi in https://github.com/zenml-io/zenml/pull/3916
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* Cleanup base package workflow by @schustmi in https://github.com/zenml-io/zenml/pull/3983
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* Rename some legacy attributes by @schustmi in https://github.com/zenml-io/zenml/pull/3934
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* Add JAX array materializer by @nicholasjng in https://github.com/zenml-io/zenml/pull/3712
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* Fix requirements for local agentic examples tests by @strickvl in https://github.com/zenml-io/zenml/pull/3986
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* Fix setting a snapshot name to None by @schustmi in https://github.com/zenml-io/zenml/pull/3985
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* Improve error message for duplicate pipeline run names by @strickvl in https://github.com/zenml-io/zenml/pull/3701
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* Fix Terraform documentation URLs and improve link checker robustness by @strickvl in https://github.com/zenml-io/zenml/pull/3988
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* Fix formatting errors on embeddings finetuning docs by @strickvl in https://github.com/zenml-io/zenml/pull/3979
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* Remove remaining RBAC check when fetching tags by @schustmi in https://github.com/zenml-io/zenml/pull/3989
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* Remove dependency on pydantic_settings by @schustmi in https://github.com/zenml-io/zenml/pull/3987
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* Migrate pyproject.toml to project structure by @schustmi in https://github.com/zenml-io/zenml/pull/3982
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* Document `ZENML_ACTIVE_PROJECT_ID` environment variable by @strickvl in https://github.com/zenml-io/zenml/pull/3992
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* Disable coderabbit status message by @strickvl in https://github.com/zenml-io/zenml/pull/3998
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* Snapshot response improvements by @schustmi in https://github.com/zenml-io/zenml/pull/3995
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* Document WhyLabs shutdown in whylogs integration by @strickvl in https://github.com/zenml-io/zenml/pull/3997
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* Make pytest rerun count configurable in CI workflows and address `bandit` errors by @strickvl in https://github.com/zenml-io/zenml/pull/4001
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* Add filter option for runs linked to model version by @schustmi in https://github.com/zenml-io/zenml/pull/4003
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* Deployed pipelines by @stefannica in https://github.com/zenml-io/zenml/pull/3920
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**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.85.0...0.90.0rc0
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# 0.85.0
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The `0.85.0` release delivers powerful **pipeline execution enhancements** and **caching improvements** that provide users with greater control over pipeline behavior.

examples/quickstart/configs/training_aws.yaml

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# Environment configuration
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settings:
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docker:
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parent_image: "715803424590.dkr.ecr.eu-central-1.amazonaws.com/zenml-public-pipelines:quickstart-0.85.0-py3.11-aws"
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parent_image: "715803424590.dkr.ecr.eu-central-1.amazonaws.com/zenml-public-pipelines:quickstart-0.90.0rc0-py3.11-aws"
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skip_build: True # If you switch this to False remove the parent_image
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requirements: requirements.txt
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environment:

examples/quickstart/configs/training_azure.yaml

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# Environment configuration
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settings:
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docker:
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parent_image: "zenmldocker/zenml-public-pipelines:quickstart-0.85.0-py3.11-azure"
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parent_image: "zenmldocker/zenml-public-pipelines:quickstart-0.90.0rc0-py3.11-azure"
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skip_build: True
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requirements: requirements.txt
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environment:

examples/quickstart/configs/training_gcp.yaml

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# Environment configuration
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settings:
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docker:
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parent_image: "zenmldocker/zenml-public-pipelines:quickstart-0.85.0-py3.11-gcp"
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parent_image: "zenmldocker/zenml-public-pipelines:quickstart-0.90.0rc0-py3.11-gcp"
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skip_build: True
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requirements: requirements.txt
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environment:

examples/quickstart/quickstart.ipynb

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"# Common imports and setup\n",
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"if CLOUD_PROVIDER.lower() == \"gcp\":\n",
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" parent_image = (\n",
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" \"zenmldocker/zenml-public-pipelines:quickstart-0.85.0-py3.11-gcp\"\n",
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" \"zenmldocker/zenml-public-pipelines:quickstart-0.90.0rc0-py3.11-gcp\"\n",
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" )\n",
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" skip_build = True\n",
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" SagemakerOrchestratorSettings,\n",
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" )\n",
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"\n",
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" parent_image = \"339712793861.dkr.ecr.eu-central-1.amazonaws.com/zenml-public-pipelines:quickstart-0.85.0-py3.11-aws\"\n",
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" parent_image = \"339712793861.dkr.ecr.eu-central-1.amazonaws.com/zenml-public-pipelines:quickstart-0.90.0rc0-py3.11-aws\"\n",
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" skip_build = True # if you switch this to False, you need to remove the parent image\n",
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"\n",
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" settings[\"orchestrator.sagemaker\"] = SagemakerOrchestratorSettings(\n",
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"elif CLOUD_PROVIDER.lower() == \"azure\":\n",
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" parent_image = (\n",
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" \"zenmldocker/zenml-public-pipelines:quickstart-0.85.0-py3.11-azure\"\n",
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" \"zenmldocker/zenml-public-pipelines:quickstart-0.90.0rc0-py3.11-azure\"\n",
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" )\n",
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" skip_build = True\n",
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"\n",

examples/quickstart/requirements.txt

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zenml[server]==0.85.0
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zenml[server]==0.90.0rc0
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notebook
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pyarrow
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datasets<4.0.0

examples/quickstart/requirements_aws.txt

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zenml[server]==0.85.0
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zenml[server]==0.90.0rc0
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notebook
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pyarrow
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datasets<4.0.0

examples/quickstart/requirements_azure.txt

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zenml[server]==0.85.0
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zenml[server]==0.90.0rc0
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notebook
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pyarrow
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datasets<4.0.0

examples/quickstart/requirements_gcp.txt

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zenml[server]==0.85.0
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zenml[server]==0.90.0rc0
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notebook
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pyarrow
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datasets<4.0.0

helm/Chart.yaml

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apiVersion: v2
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name: zenml
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version: "0.85.0"
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version: "0.90.0rc0"
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description: Open source MLOps framework for portable production ready ML pipelines
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keywords:
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- mlops

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