Safe rollout approach for an online endpoint: a new green deployment is added with no traffic, tested, then given a growing share; to roll back, send all traffic to blue again (blue=100).
Also called safe rollout.
Read more: Microsoft Learn
In the Ultra Transcenders books
Each book explains Blue-green deployment in context, with comparison tables and the common traps.
Terms in this definition
- Online endpoint
HTTPS endpoint serving synchronous, low-latency predictions one request at a time, able to place multiple deployments behind a single scoring URI. It can be managed or Kubernetes-based.
- Model deployment
Inside a resource, each deployment is a named copy of a Foundry model with its own TPM quota and deployment type. Requests identify the model by this deployment name.
- Share
In OpenSharing, the container you fill with tables, views, volumes, models and notebooks for recipients. You need
CREATE SHAREon the metastore to make one; add a schema and all its assets, including later ones, go with history. - ALL
A DAX function that ignores any filters and gives back every row of a table or every value of the named columns. Used within CALCULATE, it works as a modifier that clears filters, although REMOVEFILTERS states that intent more clearly where it is available.