databricks / mlops-stacks

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

https://docs.databricks.com/en/dev-tools/bundles/mlops-stacks.html

databricks/mlops-stacks Issues

Adding Data Monitoring for Databricks
Updated 18 days ago3
Add Google Cloud Support
Closed 3 months ago1
Model Serving not working
Closed 3 months ago2
monorepo doesn't work as expected
Closed 4 months ago
Error at deploying new model
Closed 4 months ago6
Compute cluster[Shared] for Service Principle to execute ML related workflows from GitHub Actions
Updated 4 months ago9
Broken: databricks bundle init https://github.com/databricks/mlops-stack
Closed 5 months ago9
GCP Support
Closed 5 months ago4
databricks bundle init mlops-stacks // Error: variable "input_cloud" not defined
Updated 5 months ago6
Databricks CLI v0.212.0 breaks MLOps Stacks bundle validation
Closed 5 months ago3
Can't register a new version of a model
Closed 5 months ago7
az login support for job creation
Closed 5 months ago4
Model validation with feature store should be supported.
Updated 5 months ago4
`bundle init` asks for schema to use when registering a model in Unity Catalog when selected to not use Unity Catalog for Model Registry
Closed 5 months ago1
comments not matching commands in the CI workflow
Closed 5 months ago2
Define schemas as a resource
Closed 5 months ago1
Videos not rendering on README page
Closed 5 months ago
Test2
Closed 5 months ago2
Test PagerDuty Integration
Closed 5 months ago
Not possible to generate the bundle MlOps template
Closed 7 months ago1
Set repo as template repository
Updated 7 months ago3
Broken link in documentation
Closed 7 months ago1
Need an additional Step added for Preprocessing Data after Ingest
Closed 7 months ago1
r.inspect() exception with Release 2.0.1
Closed 7 months ago1
Failed to read recipe configuration
Closed 7 months ago3
packaging of project
Closed 7 months ago1
Order of selecting configuration parameters may be improved
Closed 7 months ago1
Jenkins example and python package intake
Closed 7 months ago2
Forbidden access to public github
Closed 7 months ago2
Plans to use Bicep for ML Resource Config as Code
Closed 7 months ago1
Feature Store component with Azure DevOps CI/CD is not supported yet
Closed a year ago1
databricks bundle do not use a proxy
Closed a year ago2
Command line command described in ml-developer-guide-fs.md fails
Closed a year ago2
Inconsistent formatting for strings
Closed a year ago
Bug: need to lowercase the project name when passing into azurerm_storage_account
Closed a year ago1
Databricks group name conflict
Closed a year ago1
Troubleshoot AzureOps Guide: grpc: error while marshaling: string field contains invalid UTF-8
Closed a year ago1
Troubleshoot Azure DevOps guide: Issues arise when there's an existing resource group in the same subscription
Closed a year ago1
New update with mlflow experiments causing _pickle.PicklingError
Closed a year ago3
Generate AAD Token stage of integration_test does not fail with 404 error
Closed a year ago2
Unable to deploy ML Resources
Closed a year ago6
Error 429 in CI/CD pipeline in ML Code Tests for my-mlops-project
Closed a year ago9
This is a test
Closed 2 years ago1