dbt - Production Deployment
In a CI/CD pipeline, you want to run dbt models and tests in parallel to speed up execution. Which is a valid approach?
In a CI/CD pipeline, you want to run dbt models and tests in parallel to speed up execution. Which is a valid approach?
hard📝 Workflow Q9 of 15
Step-by-Step Solution
Solution:
Step 1: Understand dbt parallel execution options
dbt does not support running tests and runs simultaneously on same models in one job.Step 2: Use CI/CD features to parallelize
Splitting models into groups and running jobs in parallel speeds up pipeline safely.Final Answer:
Split models into groups and run 'dbt run' and 'dbt test' in parallel jobs for each group -> Option AQuick Check:
Parallelize by splitting models into jobs [OK]
Quick Trick: Split models and run jobs in parallel for speed [OK]
Common Mistakes:
MISTAKES- Running run and test simultaneously on same models causes conflicts
- Running tests before models is illogical
- Assuming 'dbt run --parallel' runs tests too
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