cancel
Showing results for 
Search instead for 
Did you mean: 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results for 
Search instead for 
Did you mean: 

Row-level Concurrency and Liquid Clustering compatibility

JasonThomas
New Contributor III

The documentation is a little ambiguous:

"Row-level concurrency is only supported on tables without partitioning, which includes tables with liquid clustering."

https://docs.databricks.com/en/release-notes/runtime/14.2.html

 Tables with liquid clustering enabled support row-level concurrency in Databricks Runtime 13.3 LTS and above. Row-level concurrency is generally available in Databricks Runtime 14.2 and above for all tables with deletion vectors enabled.

https://docs.databricks.com/en/delta/clustering.html

Also, is there a method to enable cluster-on-write for MERGE INTO statements?

Most operations do not automatically cluster data on write. Operations that cluster on write include the following:

  • INSERT INTO operations

  • CTAS statements

  • COPY INTO from Parquet format

  • spark.write.format("delta").mode("append")

2 REPLIES 2

JunYang
New Contributor III
New Contributor III

It is recommanded to use the DBR 14.2 or above for its default row-level concurrency support. Since there isn't a way to just enable cluster-on-write during MERGE INTO statements. You can consider clustering the source data before merging it. 

JasonThomas
New Contributor III

Cluster-on-write is something being worked on. The limitations at the moment have to do with accommodating streaming workloads.

I found the following informative:

https://www.youtube.com/watch?v=5t6wX28JC_M

Join 100K+ Data Experts: Register Now & Grow with Us!

Excited to expand your horizons with us? Click here to Register and begin your journey to success!

Already a member? Login and join your local regional user group! If there isn’t one near you, fill out this form and we’ll create one for you to join!