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Online tables are currently deprecated. If the job fails on the last 2 steps to create the online table and model serving endpoint, you can follow the isntructions below until a fix is in:
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Create a Lakebase database instance called hls-sql-workshop. The name and settings don’t really matter, you just need a database instance.
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Go to Catalog and then navigate to hls_sql_workshop.ai.feature_beneficiary. Click create in the top-right corner and then and create a synced table with the following settings:
- Table name: online_beneficiary
- Database instance: hls-sql-workshop
- This is the database instance you created in the previous step.
- You will likely have to wait 5 minutes for the database instance to come online.
- Primary Key: beneficiary_code
- Sync mode: Snapshot
- Check Primary key is unique
Create a Serving Endpoint with the following details
- Name: predict_claim_amount
- Entity: hls_sql_workshop.ai.predict_claims_amount_model (select the latest version)
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