Last updated: November 3, 2022.
This release fixes some known bugs from previous releases and especially 0.5.5. Therefore, upgrading to 0.5.6 is a breaking change. You must do the following in order to proceed with this version:
cd zenml_enabled_repo rm -rf .zen/
And then start again with ZenML init:
pip install --upgrade zenml zenml init
zenml example run [EXAMPLE_RUN_NAME]feature: The ability to run an example with one command. In order to run this, do
zenml example pullfirst and see all examples available by running
zenml example list.
.dockerignorefile before running pipelines on Kubeflow.
describecommand group to the CLI for groups
zenml stack describe
StepContextto a branch now invalidates caching by default. Disable explicitly with
listcommands now mentions active component. Try
zenml stack listto check this out.
zenml versionnow has cooler art.
ZenML 0.5.6 is jam-packed with new features to take your ML pipelines to the next level. In this blog post we will highlight our three biggest new features: Kubeflow Pipelines, CLI support for our integrations and Standard Interfaces. That’s right, Standard Interfaces are back!
For a detailed look at what’s changed, give our full release notes a glance.
Join our Slack to let us know what you think we should build next!
Keep your eyes open for future releases and make sure to vote on your favorite feature of our roadmap to make sure it gets implemented as soon as possible.
[Photo by Adi Goldstein on Unsplash]