Company
Date Published
Author
Leo Folsom
Word count
543
Language
English
Hacker News points
None

Summary

Using dbt Cloud in Continuous Integration (CI) and implementing Slim CI can enhance efficiency and reliability in data model building and testing. These practices allow users to catch potential production run failures early by executing dbt Cloud Pull Request (PR) Jobs in CI, ensuring all dbt models build successfully and passing tests before reaching production. Slim CI optimizes this process by selectively building and testing only the dbt models edited in the PR or those downstream of the edited models, saving time and cost. Setting up a dbt Cloud PR Job involves creating a job that mirrors the production environment and triggers a `dbt build` command whenever commits are pushed to a PR, writing the results to a dedicated section of the cloud data warehouse. This approach verifies the functionality of the current code version and provides the opportunity to query and investigate the PR data, though it may require significant resources if the entire project is rebuilt frequently.