Prepare release 0.64.0 (#2920)

* Prepare release 0.64.0

* spellcheck

* new release notes

README.md

@@ -327,7 +327,7 @@ the Apache License Version 2.0.
     <a href="https://github.com/zenml-io/zenml-projects">Projects Showcase</a>
     <br />
     <br />
-    🎉 Version 0.63.0 is out. Check out the release notes
+    🎉 Version 0.64.0 is out. Check out the release notes
     <a href="https://github.com/zenml-io/zenml/releases">here</a>.
     <br />
     🖥️ Download our VS Code Extension <a href="https://marketplace.visualstudio.com/items?itemName=ZenML.zenml-vscode">here</a>.

RELEASE_NOTES.md

@@ -1,5 +1,84 @@
 <!-- markdown-link-check-disable -->
 
+# 0.64.0
+
+## New Features and Improvements
+
+### Notebook Integration
+
+ZenML now supports running steps defined in notebook cells with remote 
+orchestrators and step operators. This feature enhances the development 
+workflow by allowing seamless transition from experimentation to production.
+
+- **Details**: [Running remote pipelines from notebooks](https://docs.zenml.io/v/docs/how-to/run-remote-pipelines-from-notebooks)
+
+### Reduced Docker Builds with Code Uploads
+
+We've introduced an option to upload code to the artifact store, enabling 
+Docker build reuse. This feature can significantly speed up iteration, 
+especially when working with remote stacks.
+
+- **Default**: Enabled
+- **Configuration**: To disable, set `DockerSettings.allow_download_from_artifact_store=False` 
+for steps or pipelines
+- **Benefits**: 
+  - Faster development cycles
+  - No need to register a code repository to reuse builds
+  - Builds only occur when requirements or DockerSettings change
+- **Documentation**: [Which files are built into the image](https://docs.zenml.io/how-to/customize-docker-builds/which-files-are-built-into-the-image)
+
+### AzureML Orchestrator Support
+
+ZenML now supports [AzureML](https://azure.microsoft.com/en-gb/free/machine-learning) 
+as an orchestrator, expanding our list of supported cloud platforms.
+
+- **Full Azure Guide**: [Setting up an Azure stack](https://docs.zenml.io/how-to/popular-integrations/azure-guide)
+- **Documentation**: [AzureML orchestrator](https://docs.zenml.io/stack-components/orchestrators/azureml)
+
+### Terraform Modules
+
+We've released new Terraform modules on the Hashicorp registry for 
+provisioning complete MLOps stacks across major cloud providers.
+
+- **Features**: 
+  - Automate infrastructure setup for ZenML stack deployment
+  - Handle registration of configurations to ZenML server
+- **More Information**: [MLOps Terraform ZenML blog post](https://www.zenml.io/blog/mlops-terraform-zenml)
+
+These updates aim to streamline the MLOps workflow, making it easier to 
+develop, deploy, and manage machine learning pipelines with ZenML.
+
+## What's Changed
+
+* Add 0.63.0 to migration testing by @bcdurak in https://github.com/zenml-io/zenml/pull/2893
+* Document terraform stack deployment modules by @stefannica in https://github.com/zenml-io/zenml/pull/2898
+* README update by @htahir1 in https://github.com/zenml-io/zenml/pull/2901
+* Enable `Databricks` Unity Catalog for MLflow by @safoinme in https://github.com/zenml-io/zenml/pull/2900
+* Make urls pop out from the sea of purple/cyan in the logs by @AlexejPenner in https://github.com/zenml-io/zenml/pull/2894
+* Add terraform as a supported stack deployment provider by @stefannica in https://github.com/zenml-io/zenml/pull/2902
+* Fix `Model` imports in docs by @strickvl in https://github.com/zenml-io/zenml/pull/2907
+* Remove hub references by @schustmi in https://github.com/zenml-io/zenml/pull/2905
+* Bump NLP template by @avishniakov in https://github.com/zenml-io/zenml/pull/2912
+* Updated step operator docs by @htahir1 in https://github.com/zenml-io/zenml/pull/2908
+* Added lightning studio check by @htahir1 in https://github.com/zenml-io/zenml/pull/2910
+* Upload code to artifact store by @schustmi in https://github.com/zenml-io/zenml/pull/2895
+* AzureML orchestrator by @bcdurak in https://github.com/zenml-io/zenml/pull/2873
+* Run steps defined in notebooks with remote orchestrators by @schustmi in https://github.com/zenml-io/zenml/pull/2899
+* Fix broken / unparsable md docs file by @strickvl in https://github.com/zenml-io/zenml/pull/2916
+* Bump mlflow to 2.15.0 by @christianversloot in https://github.com/zenml-io/zenml/pull/2896
+* Remove extra button by @schustmi in https://github.com/zenml-io/zenml/pull/2918
+* Added last timestamp to zenserver by @htahir1 in https://github.com/zenml-io/zenml/pull/2913
+* A pipeline can't finish successfully in this case by @AlexejPenner in https://github.com/zenml-io/zenml/pull/2903
+* Fix the GCP Workload Identity Federation support in the GCP Service Connector by @stefannica in https://github.com/zenml-io/zenml/pull/2914
+* Embeddings finetuning guide for LLMOps guide by @strickvl in https://github.com/zenml-io/zenml/pull/2917
+
+## 🥳 Community Contributions 🥳
+
+We'd like to give a special thanks to @christianversloot who contributed to 
+this release by bumping the `mlflow` version to 2.15.0
+
+**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.63.0...0.64.0
+
 # 0.63.0
 
 Moving forward from the last two releases, we have further improved the 

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "zenml"
-version = "0.63.0"
+version = "0.64.0"
 packages = [{ include = "zenml", from = "src" }]
 description = "ZenML: Write production-ready ML code."
 authors = ["ZenML GmbH <[email protected]>"]

src/zenml/VERSION

@@ -1 +1 @@
-0.63.0
+0.64.0

src/zenml/zen_server/deploy/helm/Chart.yaml

@@ -1,6 +1,6 @@
 apiVersion: v2
 name: zenml
-version: "0.63.0"
+version: "0.64.0"
 description: Open source MLOps framework for portable production ready ML pipelines
 keywords:
 - mlops

src/zenml/zen_server/deploy/helm/README.md

@@ -20,8 +20,8 @@ ZenML is an open-source MLOps framework designed to help you create robust, main
 To install the ZenML chart directly from Amazon ECR, use the following command:
 
 ```bash
-# example command for version 0.63.0
-helm install my-zenml oci://public.ecr.aws/zenml/zenml --version 0.63.0
+# example command for version 0.64.0
+helm install my-zenml oci://public.ecr.aws/zenml/zenml --version 0.64.0
 ```
 
 Note: Ensure you have OCI support enabled in your Helm client and that you are authenticated with Amazon ECR.

src/zenml/zen_stores/migrations/versions/0.64.0_release.py

@@ -0,0 +1,23 @@
+"""Release [0.64.0].
+
+Revision ID: 0.64.0
+Revises: 3dcc5d20e82f
+Create Date: 2024-08-08 12:25:12.058636
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = "0.64.0"
+down_revision = "3dcc5d20e82f"
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    """Upgrade database schema and/or data, creating a new revision."""
+    pass
+
+
+def downgrade() -> None:
+    """Downgrade database schema and/or data back to the previous revision."""
+    pass