When SQL Meets Lambda Expressions

0
1KB

A few modern SQL dialects have started introducing lambda expressions

ARRAY types are a part of the ISO/IEC 9075 SQL standard. The standard specifies how to:

  • Construct arrays
  • Nest data into arrays (e.g. by means of aggregation or subqueries)
  • Unnest data from arrays into tables

But it is very unopinionated when it comes to function support. The ISO/IEC 9075-2:2023(E) 6.47 <array value expression> specifies concatenation of arrays, whereas the 6.48 <array value function> section lists a not extremely useful TRIM_ARRAY function, exclusively (using which you can remove the last N elements of an array, something I have yet to encounter a use-case for)

The implementations fare better. Many of them have a ton of useful functions, and since recently , there are a couple of more modern SQL dialects out there who have started experimenting with lambda expressions in SQL, when working with ARRAY types. These dialects include, mostly:

  • ClickHouse
  • Databricks
  • DuckDB
  • Snowflake
  • Trino

Take the ARRAY_FILTER function, for example. With jOOQ you might write something like this, where you apply a filter that keeps only even numbers in an array:

arrayFilter(array(1, 2, 2, 3), e -> e.mod(2).eq(0))

The corresponding jOOQ API is simply:

public static <T> Field<T[]> arrayFilter(
    Field<T[]> array, 
    Function1<? super Field<T>, ? extends Condition> predicate
) { ... }

So, jOOQ can simply map Java (or Kotlin, Scala) lambda expressions to a SQL lambda expression, without any magic. You just construct an expression of the right type, as always with jOOQ.

The result of such an expression might look like this:

+--------------+
| array_filter |
+--------------+
| [ 2, 2 ]     |
+--------------+

In DuckDB, for example, the above is translated to:

array_filter(
  ARRAY[1, 2, 2, 3],
  e -> (e % 2) = 0
)

If the dialect doesn’t support the lambda style syntax, the function can easily be emulated using a subquery that unnests the array, applies a WHERE clause corresponding to the lambda, and collects the results back into an array, e.g. in PostgreSQL:

(
  SELECT coalesce(
    array_agg(e),
    CAST(ARRAY[] AS int[])
  )
  FROM UNNEST(ARRAY[1, 2, 2, 3]) t (e)
  WHERE mod(e, 2) = 0
)

This works just the same way when the array isn’t just a static array literal, but an array expression, e.g. TABLE.ARRAY_FIELD.

Related functions include:

Commandité
Commandité
Commandité
Commandité
Commandité
Rechercher
Commandité
Virtuala FansOnly
CDN FREE
Cloud Convert
Catégories
Lire la suite
Autre
Confectionery Fillings Market to touch USD 2,605.60 million at 5.58% CAGR by 2030
The confectionery fillings market has experienced significant growth in recent years, driven by...
Par Cassie Tyler 2025-01-29 05:54:36 0 926
Sports
Hackaday Podcast Episode 352: Visualizing Sound and Windows 11 Is a Dog
hackaday podcast, visualizing sound, Windows 11, technology news, mystery sound, audio hacks,...
Par Sofia Rafaela 2026-01-10 05:05:23 0 614
Networking
What is an A/B Test? Understanding the Power of Data-Driven Marketing
A/B testing, marketing strategies, conversion rate optimization, data analysis, digital marketing...
Par Guo Hong 2026-01-25 19:05:13 0 240
Party
**Measures to Adopt by Companies and Users on European Data Protection Day**
data protection, European Data Protection Day, data privacy rights, companies responsibilities,...
Par Ruben Wout 2026-02-10 11:05:20 0 89
Commandité
Virtuala FansOnly https://virtuala.site