Prepare release 0.56.4 (#2634)

* Prepare release 0.56.4

* Bump version to 0.56.4 in pyproject.toml

README.md

@@ -92,7 +92,7 @@
     <a href="https://github.com/zenml-io/zenml-projects">Projects Showcase</a>
     <br />
     <br />
-    🎉 Version 0.56.3 is out. Check out the release notes
+    🎉 Version 0.56.4 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

@@ -1,4 +1,49 @@
 <!-- markdown-link-check-disable -->
+
+# 0.56.4
+
+This release brings a variety of bug fixes and enhancements, including a new
+Comet Experiment Tracker integration, additional support for the `uv` package
+installer for `zenml integration ...` commands which significantly improves
+the speed of integration installations and dependency management, and a new
+evaluation section in the LLMOps guide.
+
+In addition, it includes a number of bug fixes and documentation updates, such
+as a fix for cached artifacts produced via `save_artifact` inside steps linkage
+to the MCP.
+
+## 🥳 Community Contributions 🥳
+
+We'd like to give a special thanks to @christianversloot who contributed to this release by bumping the `mlflow` version to 2.12.1
+
+
+## What's Changed
+* Fix mariadb test script by @avishniakov in https://github.com/zenml-io/zenml/pull/2599
+* Disable CSP headers for the openAPI docs pages and fix API docs building by @stefannica in https://github.com/zenml-io/zenml/pull/2598
+* Add short motivating example for RAG pipeline by @strickvl in https://github.com/zenml-io/zenml/pull/2596
+* Fix DB backup and restore and add database upgrade testing improvements by @stefannica in https://github.com/zenml-io/zenml/pull/2607
+* Fix for #2556 by @avishniakov in https://github.com/zenml-io/zenml/pull/2603
+* Fix AWS service connector resource ID regexp by @stefannica in https://github.com/zenml-io/zenml/pull/2611
+* Add dry run for docs CI by @avishniakov in https://github.com/zenml-io/zenml/pull/2612
+* Completing and refining the CLI documentation by @bcdurak in https://github.com/zenml-io/zenml/pull/2605
+* Allow DB backup failures if the database version is 0.56.3 or earlier by @stefannica in https://github.com/zenml-io/zenml/pull/2613
+* Mixpanel grouping improvements by @schustmi in https://github.com/zenml-io/zenml/pull/2610
+* Add support for `uv` package installer for `zenml integration ...` commands by @strickvl in https://github.com/zenml-io/zenml/pull/2609
+* Add evaluation section to LLMOps guide by @strickvl in https://github.com/zenml-io/zenml/pull/2614
+* Fix GCP commands in docs for `project_id` by @strickvl in https://github.com/zenml-io/zenml/pull/2616
+* Minor fix for GitGuardian warnings. by @bcdurak in https://github.com/zenml-io/zenml/pull/2621
+* Bump mlflow to version 2.12.1 by @christianversloot in https://github.com/zenml-io/zenml/pull/2618
+* Updated security email by @htahir1 in https://github.com/zenml-io/zenml/pull/2625
+* Add Comet Experiment Tracker integration by @strickvl in https://github.com/zenml-io/zenml/pull/2620
+* Fix cached artifacts produced via `save_artifact` inside steps linkage to MCP by @avishniakov in https://github.com/zenml-io/zenml/pull/2619
+* Update MCP instructions by @avishniakov in https://github.com/zenml-io/zenml/pull/2632
+* Replace parse_obj by @AlexejPenner in https://github.com/zenml-io/zenml/pull/2623
+* Fix imports in for `Model` in documentation by @strickvl in https://github.com/zenml-io/zenml/pull/2631
+* Return up-to-date `PipelineRunResponse` from pipeline run by @avishniakov in https://github.com/zenml-io/zenml/pull/2624
+
+
+**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.56.3...0.56.4
+
 # 0.56.3
 
 This release comes with a number of bug fixes and enhancements.

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "zenml"
-version = "0.56.3"
+version = "0.56.4"
 packages = [{ include = "zenml", from = "src" }]
 description = "ZenML: Write production-ready ML code."
 authors = ["ZenML GmbH <[email protected]>"]

src/zenml/VERSION

@@ -1 +1 @@
-0.56.3
+0.56.4

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

@@ -1,6 +1,6 @@
 apiVersion: v2
 name: zenml
-version: "0.56.3"
+version: "0.56.4"
 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 0.56.3
-helm install my-zenml oci://public.ecr.aws/zenml/zenml --version 0.56.3
+# example command for version 0.56.4
+helm install my-zenml oci://public.ecr.aws/zenml/zenml --version 0.56.4
 ```
 
 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/0.56.4_release.py

@@ -0,0 +1,23 @@
+"""Release [0.56.4].
+
+Revision ID: 0.56.4
+Revises: 2d201872e23c
+Create Date: 2024-04-24 08:05:30.664289
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = "0.56.4"
+down_revision = "2d201872e23c"
+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