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Comparer les modèles dbt et les relations d'entrepôt avant de f…

Permet à un agent d'exécuter des vérifications de parité dbt, des différences de relations et des comparaisons de lignes ou de valeurs afin de vérifier les refontes et les échanges de sources avant le déploiement.

Qu'est-ce que Comparer les modèles dbt et les relations d'entrepôt avant de f… ?

Cette compétence permet à un agent IA, tel que Claude Code ou Cursor, d'effectuer des audits de parité entre les modèles dbt et les relations dans l'entrepôt de données. Elle utilise le package `dbt-audit-helper` pour comparer les colonnes, les lignes et les valeurs entre deux relations (par exemple, un modèle refactorisé et une table source). L'agent peut ainsi détecter les divergences structurelles ou de données avant de valider une migration, réduisant les risques d'erreurs en production. La compétence prend en charge dbt Core et nécessite des identifiants d'entrepôt. Le processus inclut la configuration du package dans `packages.yml`, l'exécution de tests de parité, et l'analyse des résultats pour identifier les colonnes manquantes, les différences de types ou les variations de données. Elle est particulièrement utile lors de refontes de modèles ou d'échanges de sources de données.

Compatible avec~Claude Code~Codex CLI~Cursor

npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/compare-dbt-models-and-warehouse-relations-before-trusting-migration-parity-with-dbt-audit-helper

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Documentation

Comparer les modèles dbt et les relations d'entrepôt avant de faire confiance à la parité de migration avec dbt-audit-helper

Permet à un agent d'exécuter des vérifications de parité dbt, des différences de relations et des comparaisons de lignes ou de valeurs afin de vérifier les refontes et les échanges de sources avant le déploiement.

Prérequis

dbt Core, identifiants d'entrepôt, package dbt-audit-helper

Installation

Exigences et mises en garde de la source amont :

Chaque relation doit avoir les mêmes colonnes avec les mêmes noms, mais elles ne doivent pas nécessairement être dans le même ordre.
Chaque relation doit avoir les mêmes colonnes avec les mêmes noms, mais elles ne doivent pas nécessairement être dans le même ordre. Construisez des listes longues avec quelques exclusions en utilisant dbt_utils.get_filtered_columns_in_relation, ou passez None et...
Chaque relation doit avoir les mêmes colonnes avec les mêmes noms, mais elles ne doivent pas nécessairement être dans le même ordre. Utilisez exclude_columns si certaines colonnes n'existent que dans une seule relation.

Notes de base ou de démarrage :

Utilisation avancée
Nouveau dans les packages dbt ? En savoir plus ici.
Incluez ce package dans votre fichier packages.yml — vérifiez ici pour la dernière version.
Source : https://github.com/dbt-labs/dbt-audit-helper
Extrait de la documentation amont : https://raw.githubusercontent.com/dbt-labs/dbt-audit-helper/HEAD/README.md

Documentation

https://hub.getdbt.com/dbt-labs/audit_helper/latest/

Source

Agent Skill Exchange

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

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