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kanikvijay9
by New Contributor III
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Optimizing Delta Table Writes for Massive Datasets in Databricks

Problem StatementIn one of my recent projects, I faced a significant challenge: Writing a huge dataset of 11,582,763,212 rows and 2,068 columns to a Databricks managed Delta table.The initial write operation took 22.4 hours using the following setup:...

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  • 158 Views
  • 2 replies
  • 10 kudos
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kanikvijay9
New Contributor III
  • 10 kudos

Hey @Louis_Frolio ,Thank you for the thoughtful feedback and great suggestions!A few clarifications:AQE is already enabled in my setup, and it definitely helped reduce shuffle overhead during the write.Regarding Column Pruning, in this case, the fina...

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