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What the Cardinality Estimator Does and When It Is Wrong

April 26, 2014
Pinal Dave
SQL Performance
Best Practices, Database, SQL Scripts, SQL Server

Understand how the cardinality estimator predicts rows, why estimates go wrong, and which statistics and plan checks help you investigate.

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Building a SQL Server Home Lab That Costs Nothing

April 20, 2014
Pinal Dave
SQL Tips and Tricks
Best Practices, Database, SQL Server, SQL Server Installation

Build a SQL Server home lab with free Developer software, sample data, and a repeatable backup and restore routine on your Windows computer.

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Gouache painting of a tidy archive room with rows of plain wooden drawers, a brass key ring hanging on a hook and a magnifying glass resting on an open ledger with blank pages, one drawer handle painted vermilion.

Data Governance: Catalog, Lineage and Data Quality

January 14, 2014
Pinal Dave
SQL Tips and Tricks
Data Observability, Database, Duplicate Records, SQL NULL, SQL Server Security

Data Governance is how you know what data you have, where it came from, who can see it and whether it is right. This post covers the catalog, lineage, access and data quality, with T-SQL checks you can run.

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Renaming Something Without Breaking Everything

January 8, 2014
Pinal Dave
SQL Tips and Tricks
Best Practices, Database, SQL Scripts, SQL Server

Plan a rename database object change with dependency checks, updated callers, permission tests, and a temporary compatibility name when suitable.

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Free Tools Worth Having on a SQL Server

December 18, 2013
Pinal Dave
SQL Tips and Tricks
Best Practices, Database, SQL Scripts, SQL Server

Choose free SQL Server tools by the problem they solve, from SSMS and sqlcmd to Extended Events, and understand the limits before relying on them.

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Big Data Upgraded: The 2013 Series Rewritten for Today

October 30, 2013
Pinal Dave
SQL Tips and Tricks
Cloud Computing, Data Warehousing, Database, NoSQL

Big Data Upgraded is the reading path for 23 articles, most of them first written in 2013, now rewritten for today’s tools. Most new platforms now build on Spark, Parquet, open table formats and change data capture. Here is the whole set in reading order, with one line on each.

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Open Table Formats: Delta Lake and Apache Iceberg Explained

October 21, 2013
Pinal Dave
SQL Tips and Tricks
Cloud Computing, Data Warehousing, Database, File format

Open Table Formats turn a folder of Parquet files into a real table with transactions, history and safe schema changes. This post shows how Delta Lake and Apache Iceberg do it with a metadata layer, how a commit stays atomic, and what time travel means.

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