zenml-io · avishniakov · May 27, 2024 · May 27, 2024 · May 27, 2024
diff --git a/README.md b/README.md
@@ -289,7 +289,7 @@ the Apache License Version 2.0.
     <a href="https://github.com/zenml-io/zenml-projects">Projects Showcase</a>
     <br />
     <br />
-    🎉 Version 0.57.1 is out. Check out the release notes
+    🎉 Version 0.58.0 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>.

diff --git a/RELEASE_NOTES.md b/RELEASE_NOTES.md
@@ -1,5 +1,93 @@
 <!-- markdown-link-check-disable -->
 
+# 0.58.0
+
+## New Annotators
+This release brings in three new integrations for our annotator stack component: [Prodigy](https://prodi.gy/), [Argilla](https://github.com/argilla-io/argilla) and [Pigeon](https://github.com/agermanidis/pigeon).
+* Pigeon works within Jupyter notebooks and supports a limited feature set but is great for 
+experimentation and demos.
+* Argilla works both locally-deployed and when the annotation instance lives in the cloud 
+(i.e. in the Hugging Face Spaces deployment which they recommend).
+* Prodigy is a powerful closed-source annotation tool that allows for efficient data labeling. With this 
+integration, users can now connect ZenML with Prodigy and leverage its annotation capabilities 
+in their ML pipelines.
+
+## Retry configuration for steps
+This release also includes new `retry` configuration for the steps. The following parameters 
+can be set:
+
+- _**max_retries**_: The maximum number of times the step should be retried in case of failure.
+- _**delay**_: The initial delay in seconds before the first retry attempt.
+- _**backoff**_: The factor by which the delay should be multiplied after each retry attempt.
+
+To use this in your code:
+
+```python
+from zenml.config.retry_config import StepRetryConfig
+
+@step(retry=StepRetryConfig(max_retries=3, delay=10, backoff=2))
+def step_3() -> None:
+    # Step implementation
+    raise Exception("This is a test exception")
+```
+
+or using a `config.yaml`:
+
+```yaml
+steps:
+  my_step:
+    retry:
+      max_retries: 3
+      delay: 10
+      backoff: 2
+ ```
+
+In addition, this release includes a number of bug fixes and documentation updates, such
+as a new LLM finetuning template powered by PEFT and BitsAndBytes and instructions for the
+new annotators.
+
+
+## Breaking changes
+* The interface for the base class of the annotator stack component has been updated to 
+account for the fact that not all annotators will launch with a specific URL. So there is 
+no longer an url argument passed in.
+
+## 🥳 Community Contributions 🥳
+
+We'd like to give a special thanks to @christianversloot who contributed to this release 
+by bumping the `mlflow` version to 2.12.2
+
+## What's Changed
+* Add more failure logs for code repositories and build reuse by @schustmi in https://github.com/zenml-io/zenml/pull/2697
+* Prodigy annotator by @strickvl in https://github.com/zenml-io/zenml/pull/2655
+* Bump mlflow support to version 2.12.2 by @christianversloot in https://github.com/zenml-io/zenml/pull/2693
+* add 0.57.1 to migration test scripts by @safoinme in https://github.com/zenml-io/zenml/pull/2702
+* Pigeon annotator by @strickvl in https://github.com/zenml-io/zenml/pull/2641
+* Allow credentials expiry to be configured for service connectors by @stefannica in https://github.com/zenml-io/zenml/pull/2704
+* Argilla annotator by @strickvl in https://github.com/zenml-io/zenml/pull/2687
+* Add `MySQL` and `mariadb` migration tests to Slow CI by @safoinme in https://github.com/zenml-io/zenml/pull/2686
+* Misc small fixes by @schustmi in https://github.com/zenml-io/zenml/pull/2712
+* Allow resetting server and user metadata by @schustmi in https://github.com/zenml-io/zenml/pull/2666
+* Fix Docker failures in the CI by @avishniakov in https://github.com/zenml-io/zenml/pull/2716
+* Add note about helm dependencies by @strickvl in https://github.com/zenml-io/zenml/pull/2709
+* Add retry config for failing steps by @safoinme in https://github.com/zenml-io/zenml/pull/2627
+* Update pyparsing version by @strickvl in https://github.com/zenml-io/zenml/pull/2710
+* New ruff issue by @avishniakov in https://github.com/zenml-io/zenml/pull/2718
+* PEFT LLM Template by @avishniakov in https://github.com/zenml-io/zenml/pull/2719
+* Add `model_version_id` as part of the Model config by @avishniakov in https://github.com/zenml-io/zenml/pull/2703
+* Add more runners to fast CI by @safoinme in https://github.com/zenml-io/zenml/pull/2706
+* Fail faster on notebook installation and only clone / download the branch we need for `zenml go` by @strickvl in https://github.com/zenml-io/zenml/pull/2721
+* Make a clear separation between server and dashboard API in the server configuration by @stefannica in https://github.com/zenml-io/zenml/pull/2722
+* Update pymysql to fix CVE-2024-36039 by @stefannica in https://github.com/zenml-io/zenml/pull/2714
+* Allow specifying privileged mode for Kubernetes orchestrator containers by @schustmi in https://github.com/zenml-io/zenml/pull/2717
+* Don't use pod resources/affinity for kubernetes orchestrator pod by @schustmi in https://github.com/zenml-io/zenml/pull/2707
+* Extra test for artifact listing by @avishniakov in https://github.com/zenml-io/zenml/pull/2715
+* Pipeline run not tracked in cached artifact version by @avishniakov in https://github.com/zenml-io/zenml/pull/2713
+
+
+**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.57.1...0.58.0
+
+
 # 0.57.1
 
 This a minor release that brings a variety of enhancements for

diff --git a/pyproject.toml b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "zenml"
-version = "0.57.1"
+version = "0.58.0"
 packages = [{ include = "zenml", from = "src" }]
 description = "ZenML: Write production-ready ML code."
 authors = ["ZenML GmbH <info@zenml.io>"]

diff --git a/src/zenml/VERSION b/src/zenml/VERSION
@@ -1 +1 @@
-0.57.1
+0.58.0
diff --git a/src/zenml/zen_server/deploy/helm/Chart.yaml b/src/zenml/zen_server/deploy/helm/Chart.yaml
@@ -1,6 +1,6 @@
 apiVersion: v2
 name: zenml
-version: "0.57.1"
+version: "0.58.0"
 description: Open source MLOps framework for portable production ready ML pipelines
 keywords:
 - mlops

diff --git a/src/zenml/zen_server/deploy/helm/README.md b/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 0.57.1
-helm install my-zenml oci://public.ecr.aws/zenml/zenml --version 0.57.1
+# example command for version 0.58.0
+helm install my-zenml oci://public.ecr.aws/zenml/zenml --version 0.58.0
 ```
 
 Note: Ensure you have OCI support enabled in your Helm client and that you are authenticated with Amazon ECR.

diff --git a/src/zenml/zen_stores/migrations/versions/0.58.0_release.py b/src/zenml/zen_stores/migrations/versions/0.58.0_release.py
@@ -0,0 +1,23 @@
+"""Release [0.58.0].
+
+Revision ID: 0.58.0
+Revises: 0.57.1
+Create Date: 2024-05-27 15:22:16.565094
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = "0.58.0"
+down_revision = "0.57.1"
+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