dbt integration: Add support for data source connection configuration
Context
PR #5827 added dbt integration with basic data source support.
Problem
The generated data sources use default/inferred configurations but don't allow specifying:
- BigQuery: GCP project, dataset overrides
- Snowflake: account, warehouse, role, connection parameters
- File: base path, file format options
This means generated sources may not connect to the actual data.
Current Limitation
# BigQuery example - no way to override project return BigQuerySource( name=f"{model.name}_source", table=model.full_table_name, # Uses dbt's database.schema.table # Missing: project override, dataset override )
Proposed Enhancement
Add CLI options for data source configuration:
# BigQuery feast dbt import -m manifest.json -e driver_id \ --data-source-type bigquery \ --bigquery-project my-gcp-project # Snowflake feast dbt import -m manifest.json -e driver_id \ --data-source-type snowflake \ --snowflake-account my-account \ --snowflake-warehouse my-warehouse \ --snowflake-role my-role # File feast dbt import -m manifest.json -e driver_id \ --data-source-type file \ --file-format parquet \ --file-base-path /data/warehouse
Or support reading from feature_store.yaml:
offline_store: type: bigquery project: my-gcp-project dbt: inherit_offline_store_config: true