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Dbt

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Interesting tools to link to dbt

  • Dbt Metabase for Metadata Service
  • fal-ai/fal: do more with dbt. fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning models. (github.com)
  • What is re_data? | re_data docs (getre.io)

Unit testing with macros

  • How to set up a unit testing framework for your dbt projects | by Betsy Varghese | Servian
  • dbt-unit-test · PyPI
  • Writing Unit Tests for dbt - with TDD | Equal Experts
  • How to Build a Production Grade Workflow with SQL Modelling — Data Science & Engineering (shopify.engineering)

Best practices

  • How to Configure Your dbt Repository (One or Many)? | dbt Developer Blog
    • If you choose the route of multiple repos… orchestration becomes difficult (Workflow Orchestrators):
      • Better mechanisms for cross-project lineage · Discussion #5244 · dbt-labs/dbt-core
      • Orchestrating in cross-project: The evolution of data orchestration: Part 1 - the past and present
  • Mythical article with project structure: https://docs.getdbt.com/guides/best-practices/how-we-structure/1-guide-overview
  • Always type cast? https://discourse.getdbt.com/t/define-column-data-type-in-dbt/826/4

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  • Interesting tools to link to dbt
  • Unit testing with macros
  • Best practices

Backlinks

  • Cv mario lĂłpez martĂ­nez
  • Data Modeling
  • Feature Stores
  • Is Kimball Dimensional Modeling Still Relevant in a Modern Data Warehouse_
  • Metrics layer
  • Analytics and the Craft of Software Engineering
  • Buried Alive Refactoring an Inherited Project
  • But My Number Says This...and Other Horror Stories
  • Data Modeling Techniques for More Modularity
  • Dbt Repository to Split or Not to Split
  • Dbt style guide
  • Generating surrogate keys across warehouses
  • How to design your looker explores
  • How to Improve the Code Quality of Your Dbt Models with Unit Tests and Tdd
  • Overcoming Complexity the Biggest New Dbt Cloud Features from Coalesce 2023
  • Snowflake query optimiser unoptimised
  • Sqlmesh Init T Dbt
  • Transform Test Publish
  • Write better Sql in defense of group by 1
  • The Informed Company. How to Build Modern Agile Data Stacks That Drive Winning Insights

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