[[release-highlights-7.5.0]]
== 7.5.0 release highlights
++++
<titleabbrev>7.5.0</titleabbrev>
++++

//NOTE: The notable-highlights tagged regions are re-used in the
//Installation and Upgrade Guide

// tag::notable-highlights[]
[float]
==== Enrich processor

A new {ref}/enrich-processor.html[enrich ingest processor] has been added,
which can enrich documents with data from another index.

// end::notable-highlights[]

// tag::notable-highlights[]
[float]
==== Shape support in SQL

{ref}/xpack-sql.html[SQL] functionality that worked for geo_shape will
now work for the {ref}/shape.html[`shape`] field type introduced in 7.4.


// end::notable-highlights[]


// tag::notable-highlights[]
[float]
==== Snapshot lifecycle management retention

There is a new {ref}/slm-retention.html[snapshot lifecycle management retention],
which allows you to delete older snapshots automatically through a custom
policy’s schedule.

// end::notable-highlights[]


// tag::notable-highlights[]
[float]
==== Pause {ccr}

New {ref}/ccr-post-pause-follow.html[pause] and
{ref}/ccr-post-pause-follow.html[resume] API endpoints for
{ref}/xpack-ccr.html[{ccr}] have been added, which enable you to temporarily
pause auto-follow patterns.

// end::notable-highlights[]

// tag::notable-highlights[]
[float]
==== {ml-cap} {classanalysis}

{ml-docs}/dfa-classification.html[{classanalysis-cap}] is a supervised {ml}
process for predicting a class or category of a given data point in a dataset.
For example, it can determine whether an email is spam or not.
{classification-cap} is for predicting discrete, categorical values, unlike
{reganalysis}, which predicts continuous, numerical values. 7.5.0 introduces
binary classification, which can label data points into two possible categories.

// end::notable-highlights[]