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
Apache License 2.0
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Unified project run modes #72

Closed mingyu89 closed 1 year ago

mingyu89 commented 1 year ago

Followed option2 in doc https://docs.google.com/document/d/1PO49MfICLpDpCXk5jFq_tcuPbocutotkui30jxSXLXQ/edit#

Tested by adding two projects(receipes & fs) to CUJ repo to make it a monorepo. The staging and prod workspace workflows succeeded in training, validation, deploy.

mingyu89 commented 1 year ago

@vladimirk-db Thanks. The testing in CUJ is still in progress. I'm adding two projects to CUJ repo : with fs and without fs

I went through several issues while setting up the monorepo.

I've got the terraform deployed to staging and prod. https://github.com/databricks/mlops-azure-cuj/pull/79 Next step is to go through all workflows.