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PostgreSQL Index Height: How It Influences Performance

In PostgreSQL, index height refers to the number of levels or layers within an index structure. Each level represents a layer of index blocks that store pointers to the actual data in a table. Understanding […]

PostgreSQL Reverse Key Index: Reducing Leaf Block Contention

In PostgreSQL, you can use reverse key indexes can be used to reduce leaf block contention and improve performance, especially in scenarios when high contention occurs on the last block of an index.. This technique […]

PostgreSQL Block Sizes: Tuning PostgreSQL by Changing Them

In PostgreSQL, tuning block sizes can have a significant impact on performance, especially for workloads that involve large sequential scans or high I/O operations. By adjusting the block size, you can optimize data storage […]

PostgreSQL Default Values: Avoiding Deadly Pitfalls

While default values in PostgreSQL can be convenient and provide initial values for columns, certain default values can have a detrimental impact on PostgreSQL performance. Here are some examples of potentially deadly default values and […]

PostgreSQL Hints and Costs Explained

Understanding Hints and Costs in PostgreSQL Query Optimization Firstly, hints and costs are two important concepts in PostgreSQL query optimization. They help improve query performance by giving the optimizer additional information about how to execute […]

PostgreSQL Cost-Based Optimizer: Query Transformation Under the Hood (Real-Life Example)

Understanding Query Transformation in PostgreSQL CBO Query transformation plays a crucial role in the PostgreSQL Cost-Based Optimizer (CBO). It enables the optimizer to modify a user’s SQL query to generate a more efficient query plan. […]

PostgreSQL Median Absolute Deviation: Finding Outliers

In PostgreSQL, you can actively use the Median Absolute Deviation (MAD) to identify outliers in a dataset. Since MAD is a robust statistic, it measures variability more effectively than traditional metrics. Moreover, it remains less […]

PostgreSQL isnumeric: Identifying Strings That Can Be Treated as Numbers

In PostgreSQL, you can apply the isnumeric function to identify strings that PostgreSQL can treat as numbers. The isnumeric function returns TRUE if all characters in the string are numeric, and FALSE otherwise. Here is an […]

PostgreSQL Alphanumeric String isalnum: Determine If a String Is Alphanumeric

PostgreSQL Table Column Limit: Safely Increasing It Beyond 1664

If you’ve ever encountered the PostgreSQL column limit of 1,664 columns per table, you know it can be a real hurdle when designing wide tables. This limit is enforced by the internal MaxTupleAttributeNumber parameter. In […]

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