ETL vs ELT comes down to when you transform: before the load on a separate engine, or after it inside the platform. This post compares the two and runs a small ELT pipeline in T-SQL on JSON orders.
SQL Server emergency? Email pinal@sqlauthority.com with URGENT in the subject line.
Storing JSON in SQL Server
Storing JSON in SQL Server can use validated nvarchar or the native 2025 json type, with indexed paths and relational columns for stable facts.
Table Variables Survive ROLLBACK: Logging Errors in a Transaction
See how table variables survive rollback to retain error details, then write a permanent error log after a failed SQL Server transaction.
Trigram Matching: Finding Similar Words With an N-Gram Table
Build trigram matching with GENERATE_SERIES and an indexed n-gram table, rank shared pieces, and compare spelling similarity with SOUNDEX.
SQL SERVER – Select Columns from Stored Procedure Resultset
Need only some columns from a stored procedure resultset? Store it in a temp table with INSERT INTO and EXEC, then select what you need.
SQL SERVER – How to Access the Previous Row and Next Row value in SELECT statement? – Part 4
Part 4 on reading the previous row and next row value in a SELECT statement. My friend Szymon Wojcik shows how a numbers table can make the query even faster.
SQL SERVER – How to Access the Previous Row and Next Row value in SELECT statement? – Part 3
My part 2 solution used ROW_NUMBER, which SQL Server 2000 does not have. Here is how to access the previous row and next row in SQL Server 2000.
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Who We Are
Pinal Dave is an SQL Server Performance Tuning Expert and independent consultant with over 24 years of hands-on experience. He holds a Masters of Science degree and numerous database certifications.
Pinal has authored 19 books and 125 Pluralsight courses. To freely share his knowledge and help others build their expertise, Pinal has also written more than 5,800 database tech articles on his blog at https://blog.sqlauthority.com.
Pinal is also a CrossFit Level 1 Trainer (CF-L1) and CrossFit Level 2 Trainer (CF-L2).
Nupur Dave is a social media enthusiast and an independent consultant. She primarily focuses on the database domain, helping clients build short and long-term multi-channel campaigns to drive leads for their sales pipeline.
Shaivi Pinalkumar Dave is a book author and a women’s artistic gymnast.

