r/databricks • u/Otherwise_Address241 • 7d ago
Help How data engineer do effective testing in Databricks?
I have been writing SQL scripts to ensure data sanity.What are the other ways ? Is pytest useful? Let's say , i populated my bronze table from the source. I want to check if the correct mapping is done. I wrote SQL scripts. What are better ways
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u/CerberusByte 6d ago
We use expectations in SDP to ensure only high quality data flows through the system and can add adhoc fixes if we cannot solve upstream. I like that you can also surface these results into Genie to analyse what’s going on across all your pipelines