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03-17-2025 02:49 PM
I am using MLFlow to register custom model (python model) in Unity Catalog, and Databricks Asset Bundle to create a serving endpoint for that custom model.
I was able to create the serving endpoint using DABs, but I want to deploy the model by using custom alias instead of the entity_version.
Is it possible to create a serving endpoint of a registered model by alias using DABs?
I want something like this to define the entity_name: 'myCatalog.mySchema.my-ads-model@myAlias'
Bundle sample
bundle:
name: model_bundle
resources:
model_serving_endpoints:
uc_model_serving_endpoint:
name: 'uc-model-endpoint'
config:
served_entities:
- entity_name: 'myCatalog.mySchema.my-ads-model'
entity_version: '10'
workload_size: 'Small'
scale_to_zero_enabled: 'true'
traffic_config:
routes:
- served_model_name: 'my-ads-model-10'
traffic_percentage: '100'
tags:
- key: 'team'
value: 'data science'