Synthèse automatique
Ce skill guide la création de versions de modèles dbt via la configuration native `versions:` plutôt que par des copies suffixées `_v2`.
Points forts
- Explique la structure YAML exacte (`versions:`, `defined_in`, `latest_version`) avec un exemple concret
- Distingue clairement un nœud versionné (`model.projet.dim_customers.v2`) d'un modèle autonome `_v2`
- Détaille la résolution de `ref()` avec ou sans épinglage de version pour les modèles en aval
- Fournit une commande `dbt ls` pour vérifier que les nœuds de version sont bien enregistrés
Limites
- Suppose dbt-core 1.6 ou supérieur, sans gérer les versions antérieures
- Ne couvre ni les tests de version, ni les contrats, ni les breaking changes majeurs
- L'exemple YAML du document présente une indentation irrégulière qui peut induire en erreur
À utiliser lorsqu'une tâche demande une v2 de modèle dbt ou une modification rétrocompatible devant préserver les `ref()` existants.
À éviter pour des changements cassants assumés, des refontes complètes de modèles, ou sur des projets dbt antérieurs à la 1.6.
Analyse de sécurité
SûrThe skill only instructs read and dbt CLI commands (dbt ls) within an allowed dbt scope; no destructive, network exfiltration, or obfuscated actions.
Aucun point d'attention détecté
Comment cette analyse est faiteExemples
Create a v2 of dim_customers that renames account_status to customer_status, keeping v1 as the latest version for now.Update fct_orders to use version 2 of dim_customers while other models stay on the default version.Check that dim_customers is properly registered as versions v1 and v2 in dbt.name: dbt-versioning description: "Load when task involves dbt model versioning, creating v2 of a model, or backward-compatible model changes. Covers versions YAML config, defined_in, latest_version, and ref() with version pins." disable-model-invocation: false allowed-tools: Bash(dbt *)
dbt Model Versioning
1. Versioned Model vs Standalone Copy
When a task says "create a v2," "add a new version," or "backward-compatible change," use dbt's native versions: config (dbt-core 1.6+). Do NOT create a standalone model with a _v2 suffix - that produces a separate node (model.project.dim_customers_v2) instead of a version node (model.project.dim_customers.v2).
2. YAML Structure
Declare versions inside the model's .yml file under the model entry:
models:
- name: dim_customers
latest_version: 1
versions:
- v: 1
- v: 2
defined_in: dim_customers_v2
Rules:
versions:is a list ofv:entries inside themodels:block, under the model name.defined_in:maps a version to its SQL filename (without.sql). Omitdefined_inwhen the filename matches the default<model_name>_v<N>.sql.latest_version:controls which versionref('dim_customers')resolves to. If the task says "not yet the primary version," setlatest_versionto the old version number.
3. File Naming
Version SQL files use the pattern <model_name>_v<N>.sql.
dim_customers.sql- original model, becomes v1 implicitly.dim_customers_v2.sql- new version.
Do NOT rename or move the original SQL file. It remains v1 without changes.
4. How ref() Works with Versions
ref('dim_customers')resolves to whichever versionlatest_versionspecifies.ref('dim_customers', v=2)pins to version 2 regardless oflatest_version.
Downstream models that need the new version must use ref('dim_customers', v=2). Models using bare ref('dim_customers') continue to get the old version until latest_version is updated.
5. Writing the v2 SQL
Read the original model's SQL first. If the v2 only renames or adds columns, write a thin wrapper:
select
customer_id,
customer_name,
account_status as customer_status -- renamed column
from {{ ref('dim_customers', v=1) }}
Do NOT duplicate all upstream logic into the v2 file when a SELECT-with-renames suffices.
6. Verification
After creating the versioned model, run:
dbt ls --select dim_customers --output json
Confirm the output contains nodes model.<project>.dim_customers.v1 and model.<project>.dim_customers.v2. If these nodes are missing, the versions: YAML is wrong.
Rules
- NEVER create a standalone
_v2model withoutversions:YAML - dbt will not register it as a version. - NEVER rename or move the original SQL file when adding a new version.
- ALWAYS set
latest_versionexplicitly - omitting it defaults to the highest version number, which may break downstream refs. - ALWAYS read test files in
tests/before writing models - they reveal required dbt features the task may only hint at.
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