Snapshot configurations
Related documentation
Available configurations
Snapshot-specific configurations
Resource-specific configurations are applicable to only one dbt resource type rather than multiple resource types. You can define these settings in the project file (dbt_project.yml
), a property file (models/properties.yml
for models, similarly for other resources), or within the resource’s file using the {{ config() }}
macro.
The following resource-specific configurations are only available to Snapshots:
- Project file
- Property file
- Config block
General configurations
General configurations provide broader operational settings applicable across multiple resource types. Like resource-specific configurations, these can also be set in the project file, property files, or within resource-specific files.
- Project file
- Property file
- Config block
Configuring snapshots
Snapshots can be configured in one of three ways:
- Using a
config
block within a snapshot - Using a
config
resource property in a.yml
file - From the
dbt_project.yml
file, under thesnapshots:
key. To apply a configuration to a snapshot, or directory of snapshots, define the resource path as nested dictionary keys.
Snapshot configurations are applied hierarchically in the order above.
Examples
Apply configurations to all snapshots
To apply a configuration to all snapshots, including those in any installed packages, nest the configuration directly under the snapshots
key:
snapshots:
+unique_key: id
Apply configurations to all snapshots in your project
To apply a configuration to all snapshots in your project only (for example, excluding any snapshots in installed packages), provide your project name as part of the resource path.
For a project named jaffle_shop
:
snapshots:
jaffle_shop:
+unique_key: id
Similarly, you can use the name of an installed package to configure snapshots in that package.
Apply configurations to one snapshot only
We recommend using config
blocks if you need to apply a configuration to one snapshot only.
{% snapshot orders_snapshot %}
{{
config(
unique_key='id',
strategy='timestamp',
updated_at='updated_at'
)
}}
-- Pro-Tip: Use sources in snapshots!
select * from {{ source('jaffle_shop', 'orders') }}
{% endsnapshot %}
You can also use the full resource path (including the project name, and subdirectories) to configure an individual snapshot from your dbt_project.yml
file.
For a project named jaffle_shop
, with a snapshot file within the snapshots/postgres_app/
directory, where the snapshot is named orders_snapshot
(as above), this would look like:
snapshots:
jaffle_shop:
postgres_app:
orders_snapshot:
+unique_key: id
+strategy: timestamp
+updated_at: updated_at
You can also define some common configs in a snapshot's config
block. We don't recommend this for a snapshot's required configuration, however.
version: 2
snapshots:
- name: orders_snapshot
config:
persist_docs:
relation: true
columns: true