RESERVOIR_QUANTILE() Examples in DuckDB

DuckDB includes a reservoir_quantile() function that allows us to compute approximate quantiles efficiently. It provides the approximate quantile using reservoir sampling. This function can be handy when working with large datasets where exact quantile computation would be too slow or resource-intensive.

In this article, we will explore how the reservoir_quantile() function works, along with examples to demonstrate its usage.

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A Quick Look at DuckDB’s CURRENT_DATE Function

DuckDB is an in-process SQL OLAP database management system designed for analytical workloads. It is known for its speed, efficiency, and ease of use. One of the many functions DuckDB provides is current_date, which is useful for working with date-related data.

In this article, we’ll look at how the current_date function works, along with some straightforward examples.

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How to Create a Unique Index in SQLite

SQLite is a lightweight, serverless SQL database engine commonly used for developing mobile applications, web applications, and embedded systems. Among its various functionalities, SQLite allows developers to create indexes, including unique indexes, to enhance data retrieval speed and enforce constraints on data integrity.

A unique index ensures that all values in a specific column, or combination of columns, are distinct, preventing duplicate entries.

In this guide, we’ll walk through the basics of unique indexes in SQLite, explore when and why to use them, and provide examples of how to create them.

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APPROX_QUANTILE() Examples in DuckDB

DuckDB is an in-process SQL OLAP database management system designed for analytical workloads. One of its handy features is the ability to compute approximate quantiles efficiently using the approx_quantile() function. This function is particularly useful when working with large datasets where exact quantile computation would be computationally expensive.

In this article, we will explore how the approx_quantile() function works, its syntax, and provide examples to demonstrate its usage.

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Understanding DuckDB’s APPROX_COUNT_DISTINCT() Function

DuckDB is an in-process SQL OLAP database management system designed for fast analytical queries. One of its handy features is the approx_count_distinct() function, which provides an approximate count of distinct values in a column. This function is particularly useful when working with large datasets where an exact count would be computationally expensive.

In this article, we’ll explore how approx_count_distinct() works, its benefits, and how to use it with some simple examples.

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