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03-15-2025 08:52 PM
Hi,
How are you doing today?, As per my understanding, This kind of random failure is usually due to network issues, temporary package repository problems, or how serverless compute handles dependencies. Since serverless clusters are short-lived and spin up on demand, sometimes the environment doesn’t initialize properly, or package downloads get interrupted. If multiple jobs are installing libraries at the same time, that could also cause conflicts. Since your job ran fine when retried, it was likely just a temporary glitch. To avoid this in the future, you could try pre-installing dependencies in a custom environment instead of installing them at runtime. Adding a simple retry mechanism in dbt could also help. Let me know if you want help setting that up!
Regards,
Brahma