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SQL Server 2017: Sort, Spill, Memory and Adaptive Memory Grant Feedback

Posted on May 9, 2017 by Dmitry Pilugin Posted in Adaptive Query Processing, memory, query execution, query plan, Uncategorized

Sorting is one of the key operations in query processing. SQL Server can achieve sorting by either reading data in an ordered fashion, for example, performing ordered Rowstore index scan or performing an explicit sort. If we want to get sorted data from a Columnstore index, the only option is to perform a sort explicitly with a Sort operator in a query plan, because a Columnstore index has no particular order, at least at the moment of writing this post.

Columnstore indexes were first introduced in SQL Server 2012, and starting from this version, we got a new query execution mode, called Batch Mode. Batch Mode was originally designed for column store indexes as an execution technique optimized to deal with a large number of rows. Operators, running in a traditional Row Mode, process one row at a time, operators in a Batch Mode process one batch of rows at a time, where a batch is a portion of approximately 900 rows.

In 2012 and 2014 a Sort operator used to run in a Row Mode only, however, starting from SQL Server 2016 the Sort for a Batch Mode was also implemented. In this post, we are going to look at some Batch Mode Sort peculiarities.

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Hash Join Execution Internals

Posted on March 20, 2015 by Dmitry Pilugin Posted in join, query execution, query plan

Two days ago, on the 24HOP Russia I was talking about the Query Processor internals and joins. Despite I had three hours, I felt the lack of time, and something left behind, because it is a huge topic, if you try to cover it in different aspects in details. With the few next articles, I’ll try to describe some interesting parts of my talk in more details. I will start with Hash Join execution internals.

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Recent Posts

  • SQL Server 2017: Adaptive Join Internals
  • SQL Server 2017: How to Get a Parallel Plan
  • SQL Server 2017: Statistics to Compile a Query Plan
  • SQL Server 2017: Sort, Spill, Memory and Adaptive Memory Grant Feedback
  • SQL Server vNext: Interleaved Execution for mTVF

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