mlstacks

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Implement Feast Feature Store Deployment Option

4

MLStacks framework [notionally supports feature stores](https://github.com/zenml-io/mlstacks/blob/992fff1f763f7d16f2847db232c83ed23c8f847c/src/mlstacks/enums.py#L31) but lacks an explicit deployment option for Feast, a popular feature store for machine learning. This task involves integrating Feast as a `ComponentFlavorEnum` within...

strickvl

Add Support for Image Builders as a Stack Component

2

[ZenML incorporates image builders as a key part of its stack components](https://docs.zenml.io/stacks-and-components/component-guide/image-builders), enabling the customization and optimization of container images for ML workflows. MLStacks aims to align with ZenML by...

strickvl

Implement `rich` Progress Bars for CLI Commands in `mlstacks`

9

## Open Source Contributors Welcomed! Please comment below if you would like to work on this issue! ### Contact Details [Optional] [email protected] ### What happened? Currently, the mlstacks CLI lacks...

strickvl

MLStacks currently supports only Kubernetes-based deployments for stacks, as indicated by [the `Stack.deployment_method` attribute](https://github.com/zenml-io/mlstacks/blob/992fff1f763f7d16f2847db232c83ed23c8f847c/src/mlstacks/models/stack.py#L47). This approach necessitates the deployment of a Kubernetes cluster for any stack, utilizing Helm or similar...

strickvl

Error when try to provisioning `k3d-modular` in conda virtual enviroment

1

hello, I try to create a kubeflow Orchestrator run at local machine using window following the instruction in: https://docs.zenml.io/v/0.33.0/component-gallery/orchestrators/kubeflow after I exercuted this code, [Errno 2] No such file or...

ngohoanganh96

Update kserve and add some fixes

3

- Version upgraded from 1.6 to 1.9 for kserve terraform module (knative & istio). - graceful failure of the `kubectl delete` command when no resources exist. - Add workload identity...

wjayesh

Update Segment dependency to segment-analytics-python from analytics-python

2

## Describe changes `analytics-python` was renamed to `segment-analytics-python` in 2021, so this PR switches to using the newer name for the package to ensure users get the newer version and...

dan-blanchard

Huggingface model deployer support

3

## Describe changes Added support for the use of huggingface model deployer. closes #151 ## Pre-requisites Please ensure you have done the following: - [x] I have read the **CONTRIBUTING.md**...

sanskriti2005

Upgrade to python 3.12

1

## Describe changes Based on Pydantic 2 branch. This PR just allows for 3.12. ## Pre-requisites Please ensure you have done the following: - [ ] I have read the...

avishniakov

Remove Python 3 8 support

1

Python 3.8 is EOL on October 1st, so we're removing support for it.

strickvl