on_configuration_change
info
This functionality is currently only supported for materialized views on a subset of adapters.
The on_configuration_change
config has three settings:
apply
(default) — Attempt to update the existing database object if possible, avoiding a complete rebuild.- Note: If any individual configuration change requires a full refresh, a full refresh is performed in lieu of individual alter statements.
continue
— Allow runs to continue while also providing a warning that the object was left untouched.- Note: This could result in downstream failures as those models may depend on these unimplemented changes.
fail
— Force the entire run to fail if a change is detected.
- Project file
- Property file
- Config block
dbt_project.yml
models:
<resource-path>:
+materialized: <materialization_name>
+on_configuration_change: apply | continue | fail
models/properties.yml
version: 2
models:
- name: [<model-name>]
config:
materialized: <materialization_name>
on_configuration_change: apply | continue | fail
models/<model_name>.sql
{{ config(
materialized="<materialization_name>",
on_configuration_change="apply" | "continue" | "fail"
) }}
Materializations are implemented following this "drop through" life cycle:
- If a model does not exist with the provided path, create the new model.
- If a model exists, but has a different type, drop the existing model and create the new model.
- If
--full-refresh
is supplied, replace the existing model regardless of configuration changes and theon_configuration_change
setting. - If there are no configuration changes, perform the default action for that type (e.g. apply refresh for a materialized view).
- Determine whether to apply the configuration changes according to the
on_configuration_change
setting.
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