On 23.10.20 18:08, David G. Johnston wrote:
On Fri, Oct 23, 2020 at 3:18 AM Jürgen Purtz <juer...@purtz.de <mailto:juer...@purtz.de>> wrote:

    and add a link to the "CREATE INDEX" command from the chapter
    preamble.
    is the link necessary?


I suppose it would make more sense to add it to the previous section - the introduction page.  I do think having a link (or more than one) to CREATE INDEX from the Indexes chapter is reader friendly.  Having links to SQL commands is never truly necessary - the reader knows a SQL command reference exists and the name of the command allows them to find the correct page.

David J.

I'm afraid I haven't grasped everything of your intentions and suggestions of your last two mails.

- equal operator in standalone paragraph: ok, integrated.

- shift "create index ... using HASH" to a different place: You suggest shifting the statement or a link to the previous (sub-)chapter "11.1 Introduction"? But there is already a "create index" example. Please read my suggestion/modification in the first paragraph of the "11.2 Index Types" page.

- "rewording hash": I don't know what is missing here. But I have added a few words about the nature of this index type.

Attached are two patches: a) summary against master and b) standalone of my current changes.

--

J. Purtz

diff --git a/doc/src/sgml/0001-Add-section-headers-to-index-types-doc_1.patch b/doc/src/sgml/0001-Add-section-headers-to-index-types-doc_1.patch
new file mode 100644
index 0000000000..1919080bfc
--- /dev/null
+++ b/doc/src/sgml/0001-Add-section-headers-to-index-types-doc_1.patch
@@ -0,0 +1,183 @@
+>From 84522dc77afd1b8ce0bf111279302888d9d3edcb Mon Sep 17 00:00:00 2001
+From: =?UTF-8?q?Dagfinn=20Ilmari=20Manns=C3=A5ker?= <ilm...@ilmari.org>
+Date: Fri, 31 Jul 2020 10:20:48 +0100
+Subject: [PATCH] Add section headers to index types doc
+
+This makes it easier to compare the properties of different index
+types at a glance.
+
+In passing, make the index operator lists a single line each.
+---
+ doc/src/sgml/indices.sgml | 81 +++++++++++++++++++--------------------
+ 1 file changed, 39 insertions(+), 42 deletions(-)
+
+diff --git a/doc/src/sgml/indices.sgml b/doc/src/sgml/indices.sgml
+index 671299ff05..f22253f4c3 100644
+--- a/doc/src/sgml/indices.sgml
++++ b/doc/src/sgml/indices.sgml
+@@ -122,6 +122,9 @@
+    B-tree indexes, which fit the most common situations.
+   </para>
+ 
++  <sect2 id="indexes-types-btree">
++   <title>B-tree</title>
++
+   <para>
+    <indexterm>
+     <primary>index</primary>
+@@ -137,13 +140,9 @@
+    will consider using a B-tree index whenever an indexed column is
+    involved in a comparison using one of these operators:
+ 
+-   <simplelist>
+-    <member><literal>&lt;</literal></member>
+-    <member><literal>&lt;=</literal></member>
+-    <member><literal>=</literal></member>
+-    <member><literal>&gt;=</literal></member>
+-    <member><literal>&gt;</literal></member>
+-   </simplelist>
++<synopsis>
++&lt; &nbsp; &lt;= &nbsp; = &nbsp; &gt;= &nbsp; &gt;
++</synopsis>
+ 
+    Constructs equivalent to combinations of these operators, such as
+    <literal>BETWEEN</literal> and <literal>IN</literal>, can also be implemented with
+@@ -172,6 +171,10 @@
+    This is not always faster than a simple scan and sort, but it is
+    often helpful.
+   </para>
++  </sect2>
++
++  <sect2 id="indexes-types-hash">
++   <title>Hash</title>
+ 
+   <para>
+    <indexterm>
+@@ -191,6 +194,10 @@
+ CREATE INDEX <replaceable>name</replaceable> ON <replaceable>table</replaceable> USING HASH (<replaceable>column</replaceable>);
+ </synopsis>
+   </para>
++  </sect2>
++
++  <sect2 id="indexes-type-gist">
++   <title>GiST</title>
+ 
+   <para>
+    <indexterm>
+@@ -210,20 +217,9 @@
+    for several two-dimensional geometric data types, which support indexed
+    queries using these operators:
+ 
+-   <simplelist>
+-    <member><literal>&lt;&lt;</literal></member>
+-    <member><literal>&amp;&lt;</literal></member>
+-    <member><literal>&amp;&gt;</literal></member>
+-    <member><literal>&gt;&gt;</literal></member>
+-    <member><literal>&lt;&lt;|</literal></member>
+-    <member><literal>&amp;&lt;|</literal></member>
+-    <member><literal>|&amp;&gt;</literal></member>
+-    <member><literal>|&gt;&gt;</literal></member>
+-    <member><literal>@&gt;</literal></member>
+-    <member><literal>&lt;@</literal></member>
+-    <member><literal>~=</literal></member>
+-    <member><literal>&amp;&amp;</literal></member>
+-   </simplelist>
++<synopsis>
++&lt;&lt; &nbsp; &amp;&lt; &nbsp; &amp;&gt; &nbsp; &gt;&gt; &nbsp; &lt;&lt;| &nbsp; &amp;&lt;| &nbsp; |&amp;&gt; &nbsp; |&gt;&gt; &nbsp; @&gt; &nbsp; &lt;@ &nbsp; ~= &nbsp; &amp;&amp;
++</synopsis>
+ 
+    (See <xref linkend="functions-geometry"/> for the meaning of
+    these operators.)
+@@ -246,6 +242,10 @@
+    In <xref linkend="gist-builtin-opclasses-table"/>, operators that can be
+    used in this way are listed in the column <quote>Ordering Operators</quote>.
+   </para>
++  </sect2>
++
++  <sect2 id="indexes-type-spgist">
++   <title>SP-GiST</title>
+ 
+   <para>
+    <indexterm>
+@@ -264,14 +264,9 @@
+    for two-dimensional points, which support indexed
+    queries using these operators:
+ 
+-   <simplelist>
+-    <member><literal>&lt;&lt;</literal></member>
+-    <member><literal>&gt;&gt;</literal></member>
+-    <member><literal>~=</literal></member>
+-    <member><literal>&lt;@</literal></member>
+-    <member><literal>&lt;^</literal></member>
+-    <member><literal>&gt;^</literal></member>
+-   </simplelist>
++<synopsis>
++&lt;&lt; &nbsp; &gt;&gt; &nbsp; ~= &nbsp; &lt;@ &nbsp; &lt;^ &nbsp; &gt;^
++</synopsis>
+ 
+    (See <xref linkend="functions-geometry"/> for the meaning of
+    these operators.)
+@@ -286,6 +281,10 @@
+    corresponding operator is specified in the <quote>Ordering Operators</quote>
+    column in <xref linkend="spgist-builtin-opclasses-table"/>.
+   </para>
++  </sect2>
++
++  <sect2 id="indexes-types-gin">
++   <title>GIN</title>
+ 
+   <para>
+    <indexterm>
+@@ -312,12 +311,9 @@
+    <productname>PostgreSQL</productname> includes a GIN operator class
+    for arrays, which supports indexed queries using these operators:
+ 
+-   <simplelist>
+-    <member><literal>&lt;@</literal></member>
+-    <member><literal>@&gt;</literal></member>
+-    <member><literal>=</literal></member>
+-    <member><literal>&amp;&amp;</literal></member>
+-   </simplelist>
++<synopsis>
++&lt;@ &nbsp; @&gt; &nbsp; = &nbsp; &amp;&amp;
++</synopsis>
+ 
+    (See <xref linkend="functions-array"/> for the meaning of
+    these operators.)
+@@ -327,6 +323,10 @@
+    classes are available in the <literal>contrib</literal> collection or as separate
+    projects.  For more information see <xref linkend="gin"/>.
+   </para>
++  </sect2>
++
++  <sect2 id="indexes-types-brin">
++   <title>BRIN</title>
+ 
+   <para>
+    <indexterm>
+@@ -348,18 +348,15 @@
+    values in the column for each block range.  This supports indexed queries
+    using these operators:
+ 
+-   <simplelist>
+-    <member><literal>&lt;</literal></member>
+-    <member><literal>&lt;=</literal></member>
+-    <member><literal>=</literal></member>
+-    <member><literal>&gt;=</literal></member>
+-    <member><literal>&gt;</literal></member>
+-   </simplelist>
++<synopsis>
++&lt; &nbsp; &lt;= &nbsp; = &nbsp; &gt;= &nbsp; &gt;
++</synopsis>
+ 
+    The BRIN operator classes included in the standard distribution are
+    documented in <xref linkend="brin-builtin-opclasses-table"/>.
+    For more information see <xref linkend="brin"/>.
+   </para>
++  </sect2>
+  </sect1>
+ 
+ 
+-- 
+2.27.0
+
diff --git a/doc/src/sgml/0002-Reindent-index-types-docs-after-previous-commit.patch b/doc/src/sgml/0002-Reindent-index-types-docs-after-previous-commit.patch
new file mode 100644
index 0000000000..74d05fb5a5
--- /dev/null
+++ b/doc/src/sgml/0002-Reindent-index-types-docs-after-previous-commit.patch
@@ -0,0 +1,427 @@
+From 2a75f535e60e89ed7e2276f4775395162f364e8c Mon Sep 17 00:00:00 2001
+From: =?UTF-8?q?Dagfinn=20Ilmari=20Manns=C3=A5ker?= <ilm...@ilmari.org>
+Date: Tue, 1 Sep 2020 11:48:59 +0100
+Subject: [PATCH 2/2] Reindent index types docs after previous commit
+
+The previous commit wrapped each index type descripiton in a `<sect2>`
+tag, but avoided reidenting for ease of review.  This commit reindents
+everything, except the `<synopsis>` and `<programlisting>` tags, which
+appear to need to be in column zero.
+---
+ doc/src/sgml/indices.sgml | 338 +++++++++++++++++++-------------------
+ 1 file changed, 169 insertions(+), 169 deletions(-)
+
+diff --git a/doc/src/sgml/indices.sgml b/doc/src/sgml/indices.sgml
+index f22253f4c3..3e11d3917f 100644
+--- a/doc/src/sgml/indices.sgml
++++ b/doc/src/sgml/indices.sgml
+@@ -125,237 +125,237 @@
+   <sect2 id="indexes-types-btree">
+    <title>B-tree</title>
+ 
+-  <para>
+-   <indexterm>
+-    <primary>index</primary>
+-    <secondary>B-tree</secondary>
+-   </indexterm>
+-   <indexterm>
+-    <primary>B-tree</primary>
+-    <see>index</see>
+-   </indexterm>
+-   B-trees can handle equality and range queries on data that can be sorted
+-   into some ordering.
+-   In particular, the <productname>PostgreSQL</productname> query planner
+-   will consider using a B-tree index whenever an indexed column is
+-   involved in a comparison using one of these operators:
++   <para>
++    <indexterm>
++     <primary>index</primary>
++     <secondary>B-tree</secondary>
++    </indexterm>
++    <indexterm>
++     <primary>B-tree</primary>
++     <see>index</see>
++    </indexterm>
++    B-trees can handle equality and range queries on data that can be sorted
++    into some ordering.
++    In particular, the <productname>PostgreSQL</productname> query planner
++    will consider using a B-tree index whenever an indexed column is
++    involved in a comparison using one of these operators:
+ 
+ <synopsis>
+ &lt; &nbsp; &lt;= &nbsp; = &nbsp; &gt;= &nbsp; &gt;
+ </synopsis>
+ 
+-   Constructs equivalent to combinations of these operators, such as
+-   <literal>BETWEEN</literal> and <literal>IN</literal>, can also be implemented with
+-   a B-tree index search.  Also, an <literal>IS NULL</literal> or <literal>IS NOT
+-   NULL</literal> condition on an index column can be used with a B-tree index.
+-  </para>
++    Constructs equivalent to combinations of these operators, such as
++    <literal>BETWEEN</literal> and <literal>IN</literal>, can also be implemented with
++    a B-tree index search.  Also, an <literal>IS NULL</literal> or <literal>IS NOT
++    NULL</literal> condition on an index column can be used with a B-tree index.
++   </para>
+ 
+-  <para>
+-   The optimizer can also use a B-tree index for queries involving the
+-   pattern matching operators <literal>LIKE</literal> and <literal>~</literal>
+-   <emphasis>if</emphasis> the pattern is a constant and is anchored to
+-   the beginning of the string &mdash; for example, <literal>col LIKE
+-   'foo%'</literal> or <literal>col ~ '^foo'</literal>, but not
+-   <literal>col LIKE '%bar'</literal>. However, if your database does not
+-   use the C locale you will need to create the index with a special
+-   operator class to support indexing of pattern-matching queries; see
+-   <xref linkend="indexes-opclass"/> below. It is also possible to use
+-   B-tree indexes for <literal>ILIKE</literal> and
+-   <literal>~*</literal>, but only if the pattern starts with
+-   non-alphabetic characters, i.e., characters that are not affected by
+-   upper/lower case conversion.
+-  </para>
++   <para>
++    The optimizer can also use a B-tree index for queries involving the
++    pattern matching operators <literal>LIKE</literal> and <literal>~</literal>
++    <emphasis>if</emphasis> the pattern is a constant and is anchored to
++    the beginning of the string &mdash; for example, <literal>col LIKE
++    'foo%'</literal> or <literal>col ~ '^foo'</literal>, but not
++    <literal>col LIKE '%bar'</literal>. However, if your database does not
++    use the C locale you will need to create the index with a special
++    operator class to support indexing of pattern-matching queries; see
++    <xref linkend="indexes-opclass"/> below. It is also possible to use
++    B-tree indexes for <literal>ILIKE</literal> and
++    <literal>~*</literal>, but only if the pattern starts with
++    non-alphabetic characters, i.e., characters that are not affected by
++    upper/lower case conversion.
++   </para>
+ 
+-  <para>
+-   B-tree indexes can also be used to retrieve data in sorted order.
+-   This is not always faster than a simple scan and sort, but it is
+-   often helpful.
+-  </para>
++   <para>
++    B-tree indexes can also be used to retrieve data in sorted order.
++    This is not always faster than a simple scan and sort, but it is
++    often helpful.
++   </para>
+   </sect2>
+ 
+   <sect2 id="indexes-types-hash">
+    <title>Hash</title>
+ 
+-  <para>
+-   <indexterm>
+-    <primary>index</primary>
+-    <secondary>hash</secondary>
+-   </indexterm>
+-   <indexterm>
+-    <primary>hash</primary>
+-    <see>index</see>
+-   </indexterm>
+-   Hash indexes can only handle simple equality comparisons.
+-   The query planner will consider using a hash index whenever an
+-   indexed column is involved in a comparison using the
+-   <literal>=</literal> operator.
+-   The following command is used to create a hash index:
++   <para>
++    <indexterm>
++     <primary>index</primary>
++     <secondary>hash</secondary>
++    </indexterm>
++    <indexterm>
++     <primary>hash</primary>
++     <see>index</see>
++    </indexterm>
++    Hash indexes can only handle simple equality comparisons.
++    The query planner will consider using a hash index whenever an
++    indexed column is involved in a comparison using the
++    <literal>=</literal> operator.
++    The following command is used to create a hash index:
+ <synopsis>
+ CREATE INDEX <replaceable>name</replaceable> ON <replaceable>table</replaceable> USING HASH (<replaceable>column</replaceable>);
+ </synopsis>
+-  </para>
++   </para>
+   </sect2>
+ 
+   <sect2 id="indexes-type-gist">
+    <title>GiST</title>
+ 
+-  <para>
+-   <indexterm>
+-    <primary>index</primary>
+-    <secondary>GiST</secondary>
+-   </indexterm>
+-   <indexterm>
+-    <primary>GiST</primary>
+-    <see>index</see>
+-   </indexterm>
+-   GiST indexes are not a single kind of index, but rather an infrastructure
+-   within which many different indexing strategies can be implemented.
+-   Accordingly, the particular operators with which a GiST index can be
+-   used vary depending on the indexing strategy (the <firstterm>operator
+-   class</firstterm>).  As an example, the standard distribution of
+-   <productname>PostgreSQL</productname> includes GiST operator classes
+-   for several two-dimensional geometric data types, which support indexed
+-   queries using these operators:
++   <para>
++    <indexterm>
++     <primary>index</primary>
++     <secondary>GiST</secondary>
++    </indexterm>
++    <indexterm>
++     <primary>GiST</primary>
++     <see>index</see>
++    </indexterm>
++    GiST indexes are not a single kind of index, but rather an infrastructure
++    within which many different indexing strategies can be implemented.
++    Accordingly, the particular operators with which a GiST index can be
++    used vary depending on the indexing strategy (the <firstterm>operator
++    class</firstterm>).  As an example, the standard distribution of
++    <productname>PostgreSQL</productname> includes GiST operator classes
++    for several two-dimensional geometric data types, which support indexed
++    queries using these operators:
+ 
+ <synopsis>
+ &lt;&lt; &nbsp; &amp;&lt; &nbsp; &amp;&gt; &nbsp; &gt;&gt; &nbsp; &lt;&lt;| &nbsp; &amp;&lt;| &nbsp; |&amp;&gt; &nbsp; |&gt;&gt; &nbsp; @&gt; &nbsp; &lt;@ &nbsp; ~= &nbsp; &amp;&amp;
+ </synopsis>
+ 
+-   (See <xref linkend="functions-geometry"/> for the meaning of
+-   these operators.)
+-   The GiST operator classes included in the standard distribution are
+-   documented in <xref linkend="gist-builtin-opclasses-table"/>.
+-   Many other GiST operator
+-   classes are available in the <literal>contrib</literal> collection or as separate
+-   projects.  For more information see <xref linkend="gist"/>.
+-  </para>
++    (See <xref linkend="functions-geometry"/> for the meaning of
++    these operators.)
++    The GiST operator classes included in the standard distribution are
++    documented in <xref linkend="gist-builtin-opclasses-table"/>.
++    Many other GiST operator
++    classes are available in the <literal>contrib</literal> collection or as separate
++    projects.  For more information see <xref linkend="gist"/>.
++   </para>
+ 
+-  <para>
+-   GiST indexes are also capable of optimizing <quote>nearest-neighbor</quote>
+-   searches, such as
++   <para>
++    GiST indexes are also capable of optimizing <quote>nearest-neighbor</quote>
++    searches, such as
+ <programlisting><![CDATA[
+ SELECT * FROM places ORDER BY location <-> point '(101,456)' LIMIT 10;
+ ]]>
+ </programlisting>
+-   which finds the ten places closest to a given target point.  The ability
+-   to do this is again dependent on the particular operator class being used.
+-   In <xref linkend="gist-builtin-opclasses-table"/>, operators that can be
+-   used in this way are listed in the column <quote>Ordering Operators</quote>.
+-  </para>
++    which finds the ten places closest to a given target point.  The ability
++    to do this is again dependent on the particular operator class being used.
++    In <xref linkend="gist-builtin-opclasses-table"/>, operators that can be
++    used in this way are listed in the column <quote>Ordering Operators</quote>.
++   </para>
+   </sect2>
+ 
+   <sect2 id="indexes-type-spgist">
+    <title>SP-GiST</title>
+ 
+-  <para>
+-   <indexterm>
+-    <primary>index</primary>
+-    <secondary>SP-GiST</secondary>
+-   </indexterm>
+-   <indexterm>
+-    <primary>SP-GiST</primary>
+-    <see>index</see>
+-   </indexterm>
+-   SP-GiST indexes, like GiST indexes, offer an infrastructure that supports
+-   various kinds of searches.  SP-GiST permits implementation of a wide range
+-   of different non-balanced disk-based data structures, such as quadtrees,
+-   k-d trees, and radix trees (tries).  As an example, the standard distribution of
+-   <productname>PostgreSQL</productname> includes SP-GiST operator classes
+-   for two-dimensional points, which support indexed
+-   queries using these operators:
++   <para>
++    <indexterm>
++     <primary>index</primary>
++     <secondary>SP-GiST</secondary>
++    </indexterm>
++    <indexterm>
++     <primary>SP-GiST</primary>
++     <see>index</see>
++    </indexterm>
++    SP-GiST indexes, like GiST indexes, offer an infrastructure that supports
++    various kinds of searches.  SP-GiST permits implementation of a wide range
++    of different non-balanced disk-based data structures, such as quadtrees,
++    k-d trees, and radix trees (tries).  As an example, the standard distribution of
++    <productname>PostgreSQL</productname> includes SP-GiST operator classes
++    for two-dimensional points, which support indexed
++    queries using these operators:
+ 
+ <synopsis>
+ &lt;&lt; &nbsp; &gt;&gt; &nbsp; ~= &nbsp; &lt;@ &nbsp; &lt;^ &nbsp; &gt;^
+ </synopsis>
+ 
+-   (See <xref linkend="functions-geometry"/> for the meaning of
+-   these operators.)
+-   The SP-GiST operator classes included in the standard distribution are
+-   documented in <xref linkend="spgist-builtin-opclasses-table"/>.
+-   For more information see <xref linkend="spgist"/>.
+-  </para>
++    (See <xref linkend="functions-geometry"/> for the meaning of
++    these operators.)
++    The SP-GiST operator classes included in the standard distribution are
++    documented in <xref linkend="spgist-builtin-opclasses-table"/>.
++    For more information see <xref linkend="spgist"/>.
++   </para>
+ 
+-  <para>
+-   Like GiST, SP-GiST supports <quote>nearest-neighbor</quote> searches.
+-   For SP-GiST operator classes that support distance ordering, the
+-   corresponding operator is specified in the <quote>Ordering Operators</quote>
+-   column in <xref linkend="spgist-builtin-opclasses-table"/>.
+-  </para>
++   <para>
++    Like GiST, SP-GiST supports <quote>nearest-neighbor</quote> searches.
++    For SP-GiST operator classes that support distance ordering, the
++    corresponding operator is specified in the <quote>Ordering Operators</quote>
++    column in <xref linkend="spgist-builtin-opclasses-table"/>.
++   </para>
+   </sect2>
+ 
+   <sect2 id="indexes-types-gin">
+    <title>GIN</title>
+ 
+-  <para>
+-   <indexterm>
+-    <primary>index</primary>
+-    <secondary>GIN</secondary>
+-   </indexterm>
+-   <indexterm>
+-    <primary>GIN</primary>
+-    <see>index</see>
+-   </indexterm>
+-   GIN indexes are <quote>inverted indexes</quote> which are appropriate for
+-   data values that contain multiple component values, such as arrays.  An
+-   inverted index contains a separate entry for each component value, and
+-   can efficiently handle queries that test for the presence of specific
+-   component values.
+-  </para>
++   <para>
++    <indexterm>
++     <primary>index</primary>
++     <secondary>GIN</secondary>
++    </indexterm>
++    <indexterm>
++     <primary>GIN</primary>
++     <see>index</see>
++    </indexterm>
++    GIN indexes are <quote>inverted indexes</quote> which are appropriate for
++    data values that contain multiple component values, such as arrays.  An
++    inverted index contains a separate entry for each component value, and
++    can efficiently handle queries that test for the presence of specific
++    component values.
++   </para>
+ 
+-  <para>
+-   Like GiST and SP-GiST, GIN can support
+-   many different user-defined indexing strategies, and the particular
+-   operators with which a GIN index can be used vary depending on the
+-   indexing strategy.
+-   As an example, the standard distribution of
+-   <productname>PostgreSQL</productname> includes a GIN operator class
+-   for arrays, which supports indexed queries using these operators:
++   <para>
++    Like GiST and SP-GiST, GIN can support
++    many different user-defined indexing strategies, and the particular
++    operators with which a GIN index can be used vary depending on the
++    indexing strategy.
++    As an example, the standard distribution of
++    <productname>PostgreSQL</productname> includes a GIN operator class
++    for arrays, which supports indexed queries using these operators:
+ 
+ <synopsis>
+ &lt;@ &nbsp; @&gt; &nbsp; = &nbsp; &amp;&amp;
+ </synopsis>
+ 
+-   (See <xref linkend="functions-array"/> for the meaning of
+-   these operators.)
+-   The GIN operator classes included in the standard distribution are
+-   documented in <xref linkend="gin-builtin-opclasses-table"/>.
+-   Many other GIN operator
+-   classes are available in the <literal>contrib</literal> collection or as separate
+-   projects.  For more information see <xref linkend="gin"/>.
+-  </para>
++    (See <xref linkend="functions-array"/> for the meaning of
++    these operators.)
++    The GIN operator classes included in the standard distribution are
++    documented in <xref linkend="gin-builtin-opclasses-table"/>.
++    Many other GIN operator
++    classes are available in the <literal>contrib</literal> collection or as separate
++    projects.  For more information see <xref linkend="gin"/>.
++   </para>
+   </sect2>
+ 
+   <sect2 id="indexes-types-brin">
+    <title>BRIN</title>
+ 
+-  <para>
+-   <indexterm>
+-    <primary>index</primary>
+-    <secondary>BRIN</secondary>
+-   </indexterm>
+-   <indexterm>
+-    <primary>BRIN</primary>
+-    <see>index</see>
+-   </indexterm>
+-   BRIN indexes (a shorthand for Block Range INdexes) store summaries about
+-   the values stored in consecutive physical block ranges of a table.
+-   Like GiST, SP-GiST and GIN,
+-   BRIN can support many different indexing strategies,
+-   and the particular operators with which a BRIN index can be used
+-   vary depending on the indexing strategy.
+-   For data types that have a linear sort order, the indexed data
+-   corresponds to the minimum and maximum values of the
+-   values in the column for each block range.  This supports indexed queries
+-   using these operators:
++   <para>
++    <indexterm>
++     <primary>index</primary>
++     <secondary>BRIN</secondary>
++    </indexterm>
++    <indexterm>
++     <primary>BRIN</primary>
++     <see>index</see>
++    </indexterm>
++    BRIN indexes (a shorthand for Block Range INdexes) store summaries about
++    the values stored in consecutive physical block ranges of a table.
++    Like GiST, SP-GiST and GIN,
++    BRIN can support many different indexing strategies,
++    and the particular operators with which a BRIN index can be used
++    vary depending on the indexing strategy.
++    For data types that have a linear sort order, the indexed data
++    corresponds to the minimum and maximum values of the
++    values in the column for each block range.  This supports indexed queries
++    using these operators:
+ 
+ <synopsis>
+ &lt; &nbsp; &lt;= &nbsp; = &nbsp; &gt;= &nbsp; &gt;
+ </synopsis>
+ 
+-   The BRIN operator classes included in the standard distribution are
+-   documented in <xref linkend="brin-builtin-opclasses-table"/>.
+-   For more information see <xref linkend="brin"/>.
+-  </para>
++    The BRIN operator classes included in the standard distribution are
++    documented in <xref linkend="brin-builtin-opclasses-table"/>.
++    For more information see <xref linkend="brin"/>.
++   </para>
+   </sect2>
+  </sect1>
+ 
+-- 
+2.27.0
+
diff --git a/doc/src/sgml/indices.sgml b/doc/src/sgml/indices.sgml
index 671299ff05..85d740b60a 100644
--- a/doc/src/sgml/indices.sgml
+++ b/doc/src/sgml/indices.sgml
@@ -120,246 +120,252 @@ CREATE INDEX test1_id_index ON test1 (id);
    algorithm that is best suited to different types of queries.
    By default, the <command>CREATE INDEX</command> command creates
    B-tree indexes, which fit the most common situations.
+   The other index types are established by the keyword
+   <literal>USING</literal> followed by the type name, e.g.,
+   for a Hash index:
+<programlisting>
+CREATE INDEX <replaceable>name</replaceable> ON <replaceable>table</replaceable> USING HASH (<replaceable>column</replaceable>);
+</programlisting>
   </para>
 
-  <para>
-   <indexterm>
-    <primary>index</primary>
-    <secondary>B-tree</secondary>
-   </indexterm>
-   <indexterm>
-    <primary>B-tree</primary>
-    <see>index</see>
-   </indexterm>
-   B-trees can handle equality and range queries on data that can be sorted
-   into some ordering.
-   In particular, the <productname>PostgreSQL</productname> query planner
-   will consider using a B-tree index whenever an indexed column is
-   involved in a comparison using one of these operators:
+  <sect2 id="indexes-types-btree">
+   <title>B-tree</title>
 
-   <simplelist>
-    <member><literal>&lt;</literal></member>
-    <member><literal>&lt;=</literal></member>
-    <member><literal>=</literal></member>
-    <member><literal>&gt;=</literal></member>
-    <member><literal>&gt;</literal></member>
-   </simplelist>
+   <para>
+    <indexterm>
+     <primary>index</primary>
+     <secondary>B-tree</secondary>
+    </indexterm>
+    <indexterm>
+     <primary>B-tree</primary>
+     <see>index</see>
+    </indexterm>
+    B-trees can handle equality and range queries on data that can be sorted
+    into some ordering.
+    In particular, the <productname>PostgreSQL</productname> query planner
+    will consider using a B-tree index whenever an indexed column is
+    involved in a comparison using one of these operators:
 
-   Constructs equivalent to combinations of these operators, such as
-   <literal>BETWEEN</literal> and <literal>IN</literal>, can also be implemented with
-   a B-tree index search.  Also, an <literal>IS NULL</literal> or <literal>IS NOT
-   NULL</literal> condition on an index column can be used with a B-tree index.
-  </para>
+<synopsis>
+&lt; &nbsp; &lt;= &nbsp; = &nbsp; &gt;= &nbsp; &gt;
+</synopsis>
 
-  <para>
-   The optimizer can also use a B-tree index for queries involving the
-   pattern matching operators <literal>LIKE</literal> and <literal>~</literal>
-   <emphasis>if</emphasis> the pattern is a constant and is anchored to
-   the beginning of the string &mdash; for example, <literal>col LIKE
-   'foo%'</literal> or <literal>col ~ '^foo'</literal>, but not
-   <literal>col LIKE '%bar'</literal>. However, if your database does not
-   use the C locale you will need to create the index with a special
-   operator class to support indexing of pattern-matching queries; see
-   <xref linkend="indexes-opclass"/> below. It is also possible to use
-   B-tree indexes for <literal>ILIKE</literal> and
-   <literal>~*</literal>, but only if the pattern starts with
-   non-alphabetic characters, i.e., characters that are not affected by
-   upper/lower case conversion.
-  </para>
+    Constructs equivalent to combinations of these operators, such as
+    <literal>BETWEEN</literal> and <literal>IN</literal>, can also be implemented with
+    a B-tree index search.  Also, an <literal>IS NULL</literal> or <literal>IS NOT
+    NULL</literal> condition on an index column can be used with a B-tree index.
+   </para>
 
-  <para>
-   B-tree indexes can also be used to retrieve data in sorted order.
-   This is not always faster than a simple scan and sort, but it is
-   often helpful.
-  </para>
+   <para>
+    The optimizer can also use a B-tree index for queries involving the
+    pattern matching operators <literal>LIKE</literal> and <literal>~</literal>
+    <emphasis>if</emphasis> the pattern is a constant and is anchored to
+    the beginning of the string &mdash; for example, <literal>col LIKE
+    'foo%'</literal> or <literal>col ~ '^foo'</literal>, but not
+    <literal>col LIKE '%bar'</literal>. However, if your database does not
+    use the C locale you will need to create the index with a special
+    operator class to support indexing of pattern-matching queries; see
+    <xref linkend="indexes-opclass"/> below. It is also possible to use
+    B-tree indexes for <literal>ILIKE</literal> and
+    <literal>~*</literal>, but only if the pattern starts with
+    non-alphabetic characters, i.e., characters that are not affected by
+    upper/lower case conversion.
+   </para>
+
+   <para>
+    B-tree indexes can also be used to retrieve data in sorted order.
+    This is not always faster than a simple scan and sort, but it is
+    often helpful.
+   </para>
+  </sect2>
+
+  <sect2 id="indexes-types-hash">
+   <title>Hash</title>
+
+   <para>
+    <indexterm>
+     <primary>index</primary>
+     <secondary>hash</secondary>
+    </indexterm>
+    <indexterm>
+     <primary>hash</primary>
+     <see>index</see>
+    </indexterm>
+    Hash indexes store a 32-bit hash code derived from the
+    value of the involved column. Hence,
+    such indexes can only handle simple equality comparisons.
+    The query planner will consider using a hash index whenever an
+    indexed column is involved in a comparison using the
+    equal operator:
 
-  <para>
-   <indexterm>
-    <primary>index</primary>
-    <secondary>hash</secondary>
-   </indexterm>
-   <indexterm>
-    <primary>hash</primary>
-    <see>index</see>
-   </indexterm>
-   Hash indexes can only handle simple equality comparisons.
-   The query planner will consider using a hash index whenever an
-   indexed column is involved in a comparison using the
-   <literal>=</literal> operator.
-   The following command is used to create a hash index:
 <synopsis>
-CREATE INDEX <replaceable>name</replaceable> ON <replaceable>table</replaceable> USING HASH (<replaceable>column</replaceable>);
+=
 </synopsis>
-  </para>
 
-  <para>
-   <indexterm>
-    <primary>index</primary>
-    <secondary>GiST</secondary>
-   </indexterm>
-   <indexterm>
-    <primary>GiST</primary>
-    <see>index</see>
-   </indexterm>
-   GiST indexes are not a single kind of index, but rather an infrastructure
-   within which many different indexing strategies can be implemented.
-   Accordingly, the particular operators with which a GiST index can be
-   used vary depending on the indexing strategy (the <firstterm>operator
-   class</firstterm>).  As an example, the standard distribution of
-   <productname>PostgreSQL</productname> includes GiST operator classes
-   for several two-dimensional geometric data types, which support indexed
-   queries using these operators:
-
-   <simplelist>
-    <member><literal>&lt;&lt;</literal></member>
-    <member><literal>&amp;&lt;</literal></member>
-    <member><literal>&amp;&gt;</literal></member>
-    <member><literal>&gt;&gt;</literal></member>
-    <member><literal>&lt;&lt;|</literal></member>
-    <member><literal>&amp;&lt;|</literal></member>
-    <member><literal>|&amp;&gt;</literal></member>
-    <member><literal>|&gt;&gt;</literal></member>
-    <member><literal>@&gt;</literal></member>
-    <member><literal>&lt;@</literal></member>
-    <member><literal>~=</literal></member>
-    <member><literal>&amp;&amp;</literal></member>
-   </simplelist>
-
-   (See <xref linkend="functions-geometry"/> for the meaning of
-   these operators.)
-   The GiST operator classes included in the standard distribution are
-   documented in <xref linkend="gist-builtin-opclasses-table"/>.
-   Many other GiST operator
-   classes are available in the <literal>contrib</literal> collection or as separate
-   projects.  For more information see <xref linkend="gist"/>.
-  </para>
-
-  <para>
-   GiST indexes are also capable of optimizing <quote>nearest-neighbor</quote>
-   searches, such as
+   </para>
+  </sect2>
+
+  <sect2 id="indexes-type-gist">
+   <title>GiST</title>
+
+   <para>
+    <indexterm>
+     <primary>index</primary>
+     <secondary>GiST</secondary>
+    </indexterm>
+    <indexterm>
+     <primary>GiST</primary>
+     <see>index</see>
+    </indexterm>
+    GiST indexes are not a single kind of index, but rather an infrastructure
+    within which many different indexing strategies can be implemented.
+    Accordingly, the particular operators with which a GiST index can be
+    used vary depending on the indexing strategy (the <firstterm>operator
+    class</firstterm>).  As an example, the standard distribution of
+    <productname>PostgreSQL</productname> includes GiST operator classes
+    for several two-dimensional geometric data types, which support indexed
+    queries using these operators:
+
+<synopsis>
+&lt;&lt; &nbsp; &amp;&lt; &nbsp; &amp;&gt; &nbsp; &gt;&gt; &nbsp; &lt;&lt;| &nbsp; &amp;&lt;| &nbsp; |&amp;&gt; &nbsp; |&gt;&gt; &nbsp; @&gt; &nbsp; &lt;@ &nbsp; ~= &nbsp; &amp;&amp;
+</synopsis>
+
+    (See <xref linkend="functions-geometry"/> for the meaning of
+    these operators.)
+    The GiST operator classes included in the standard distribution are
+    documented in <xref linkend="gist-builtin-opclasses-table"/>.
+    Many other GiST operator
+    classes are available in the <literal>contrib</literal> collection or as separate
+    projects.  For more information see <xref linkend="gist"/>.
+   </para>
+
+   <para>
+    GiST indexes are also capable of optimizing <quote>nearest-neighbor</quote>
+    searches, such as
 <programlisting><![CDATA[
 SELECT * FROM places ORDER BY location <-> point '(101,456)' LIMIT 10;
 ]]>
 </programlisting>
-   which finds the ten places closest to a given target point.  The ability
-   to do this is again dependent on the particular operator class being used.
-   In <xref linkend="gist-builtin-opclasses-table"/>, operators that can be
-   used in this way are listed in the column <quote>Ordering Operators</quote>.
-  </para>
+    which finds the ten places closest to a given target point.  The ability
+    to do this is again dependent on the particular operator class being used.
+    In <xref linkend="gist-builtin-opclasses-table"/>, operators that can be
+    used in this way are listed in the column <quote>Ordering Operators</quote>.
+   </para>
+  </sect2>
 
-  <para>
-   <indexterm>
-    <primary>index</primary>
-    <secondary>SP-GiST</secondary>
-   </indexterm>
-   <indexterm>
-    <primary>SP-GiST</primary>
-    <see>index</see>
-   </indexterm>
-   SP-GiST indexes, like GiST indexes, offer an infrastructure that supports
-   various kinds of searches.  SP-GiST permits implementation of a wide range
-   of different non-balanced disk-based data structures, such as quadtrees,
-   k-d trees, and radix trees (tries).  As an example, the standard distribution of
-   <productname>PostgreSQL</productname> includes SP-GiST operator classes
-   for two-dimensional points, which support indexed
-   queries using these operators:
+  <sect2 id="indexes-type-spgist">
+   <title>SP-GiST</title>
 
-   <simplelist>
-    <member><literal>&lt;&lt;</literal></member>
-    <member><literal>&gt;&gt;</literal></member>
-    <member><literal>~=</literal></member>
-    <member><literal>&lt;@</literal></member>
-    <member><literal>&lt;^</literal></member>
-    <member><literal>&gt;^</literal></member>
-   </simplelist>
+   <para>
+    <indexterm>
+     <primary>index</primary>
+     <secondary>SP-GiST</secondary>
+    </indexterm>
+    <indexterm>
+     <primary>SP-GiST</primary>
+     <see>index</see>
+    </indexterm>
+    SP-GiST indexes, like GiST indexes, offer an infrastructure that supports
+    various kinds of searches.  SP-GiST permits implementation of a wide range
+    of different non-balanced disk-based data structures, such as quadtrees,
+    k-d trees, and radix trees (tries).  As an example, the standard distribution of
+    <productname>PostgreSQL</productname> includes SP-GiST operator classes
+    for two-dimensional points, which support indexed
+    queries using these operators:
 
-   (See <xref linkend="functions-geometry"/> for the meaning of
-   these operators.)
-   The SP-GiST operator classes included in the standard distribution are
-   documented in <xref linkend="spgist-builtin-opclasses-table"/>.
-   For more information see <xref linkend="spgist"/>.
-  </para>
+<synopsis>
+&lt;&lt; &nbsp; &gt;&gt; &nbsp; ~= &nbsp; &lt;@ &nbsp; &lt;^ &nbsp; &gt;^
+</synopsis>
 
-  <para>
-   Like GiST, SP-GiST supports <quote>nearest-neighbor</quote> searches.
-   For SP-GiST operator classes that support distance ordering, the
-   corresponding operator is specified in the <quote>Ordering Operators</quote>
-   column in <xref linkend="spgist-builtin-opclasses-table"/>.
-  </para>
+    (See <xref linkend="functions-geometry"/> for the meaning of
+    these operators.)
+    The SP-GiST operator classes included in the standard distribution are
+    documented in <xref linkend="spgist-builtin-opclasses-table"/>.
+    For more information see <xref linkend="spgist"/>.
+   </para>
 
-  <para>
-   <indexterm>
-    <primary>index</primary>
-    <secondary>GIN</secondary>
-   </indexterm>
-   <indexterm>
-    <primary>GIN</primary>
-    <see>index</see>
-   </indexterm>
-   GIN indexes are <quote>inverted indexes</quote> which are appropriate for
-   data values that contain multiple component values, such as arrays.  An
-   inverted index contains a separate entry for each component value, and
-   can efficiently handle queries that test for the presence of specific
-   component values.
-  </para>
+   <para>
+    Like GiST, SP-GiST supports <quote>nearest-neighbor</quote> searches.
+    For SP-GiST operator classes that support distance ordering, the
+    corresponding operator is specified in the <quote>Ordering Operators</quote>
+    column in <xref linkend="spgist-builtin-opclasses-table"/>.
+   </para>
+  </sect2>
 
-  <para>
-   Like GiST and SP-GiST, GIN can support
-   many different user-defined indexing strategies, and the particular
-   operators with which a GIN index can be used vary depending on the
-   indexing strategy.
-   As an example, the standard distribution of
-   <productname>PostgreSQL</productname> includes a GIN operator class
-   for arrays, which supports indexed queries using these operators:
+  <sect2 id="indexes-types-gin">
+   <title>GIN</title>
 
-   <simplelist>
-    <member><literal>&lt;@</literal></member>
-    <member><literal>@&gt;</literal></member>
-    <member><literal>=</literal></member>
-    <member><literal>&amp;&amp;</literal></member>
-   </simplelist>
+   <para>
+    <indexterm>
+     <primary>index</primary>
+     <secondary>GIN</secondary>
+    </indexterm>
+    <indexterm>
+     <primary>GIN</primary>
+     <see>index</see>
+    </indexterm>
+    GIN indexes are <quote>inverted indexes</quote> which are appropriate for
+    data values that contain multiple component values, such as arrays.  An
+    inverted index contains a separate entry for each component value, and
+    can efficiently handle queries that test for the presence of specific
+    component values.
+   </para>
 
-   (See <xref linkend="functions-array"/> for the meaning of
-   these operators.)
-   The GIN operator classes included in the standard distribution are
-   documented in <xref linkend="gin-builtin-opclasses-table"/>.
-   Many other GIN operator
-   classes are available in the <literal>contrib</literal> collection or as separate
-   projects.  For more information see <xref linkend="gin"/>.
-  </para>
+   <para>
+    Like GiST and SP-GiST, GIN can support
+    many different user-defined indexing strategies, and the particular
+    operators with which a GIN index can be used vary depending on the
+    indexing strategy.
+    As an example, the standard distribution of
+    <productname>PostgreSQL</productname> includes a GIN operator class
+    for arrays, which supports indexed queries using these operators:
 
-  <para>
-   <indexterm>
-    <primary>index</primary>
-    <secondary>BRIN</secondary>
-   </indexterm>
-   <indexterm>
-    <primary>BRIN</primary>
-    <see>index</see>
-   </indexterm>
-   BRIN indexes (a shorthand for Block Range INdexes) store summaries about
-   the values stored in consecutive physical block ranges of a table.
-   Like GiST, SP-GiST and GIN,
-   BRIN can support many different indexing strategies,
-   and the particular operators with which a BRIN index can be used
-   vary depending on the indexing strategy.
-   For data types that have a linear sort order, the indexed data
-   corresponds to the minimum and maximum values of the
-   values in the column for each block range.  This supports indexed queries
-   using these operators:
-
-   <simplelist>
-    <member><literal>&lt;</literal></member>
-    <member><literal>&lt;=</literal></member>
-    <member><literal>=</literal></member>
-    <member><literal>&gt;=</literal></member>
-    <member><literal>&gt;</literal></member>
-   </simplelist>
-
-   The BRIN operator classes included in the standard distribution are
-   documented in <xref linkend="brin-builtin-opclasses-table"/>.
-   For more information see <xref linkend="brin"/>.
-  </para>
+<synopsis>
+&lt;@ &nbsp; @&gt; &nbsp; = &nbsp; &amp;&amp;
+</synopsis>
+
+    (See <xref linkend="functions-array"/> for the meaning of
+    these operators.)
+    The GIN operator classes included in the standard distribution are
+    documented in <xref linkend="gin-builtin-opclasses-table"/>.
+    Many other GIN operator
+    classes are available in the <literal>contrib</literal> collection or as separate
+    projects.  For more information see <xref linkend="gin"/>.
+   </para>
+  </sect2>
+
+  <sect2 id="indexes-types-brin">
+   <title>BRIN</title>
+
+   <para>
+    <indexterm>
+     <primary>index</primary>
+     <secondary>BRIN</secondary>
+    </indexterm>
+    <indexterm>
+     <primary>BRIN</primary>
+     <see>index</see>
+    </indexterm>
+    BRIN indexes (a shorthand for Block Range INdexes) store summaries about
+    the values stored in consecutive physical block ranges of a table.
+    Like GiST, SP-GiST and GIN,
+    BRIN can support many different indexing strategies,
+    and the particular operators with which a BRIN index can be used
+    vary depending on the indexing strategy.
+    For data types that have a linear sort order, the indexed data
+    corresponds to the minimum and maximum values of the
+    values in the column for each block range.  This supports indexed queries
+    using these operators:
+
+<synopsis>
+&lt; &nbsp; &lt;= &nbsp; = &nbsp; &gt;= &nbsp; &gt;
+</synopsis>
+
+    The BRIN operator classes included in the standard distribution are
+    documented in <xref linkend="brin-builtin-opclasses-table"/>.
+    For more information see <xref linkend="brin"/>.
+   </para>
+  </sect2>
  </sect1>
 
 
diff --git a/doc/src/sgml/indices.sgml b/doc/src/sgml/indices.sgml
index 3e11d3917f..85d740b60a 100644
--- a/doc/src/sgml/indices.sgml
+++ b/doc/src/sgml/indices.sgml
@@ -120,6 +120,12 @@ CREATE INDEX test1_id_index ON test1 (id);
    algorithm that is best suited to different types of queries.
    By default, the <command>CREATE INDEX</command> command creates
    B-tree indexes, which fit the most common situations.
+   The other index types are established by the keyword
+   <literal>USING</literal> followed by the type name, e.g.,
+   for a Hash index:
+<programlisting>
+CREATE INDEX <replaceable>name</replaceable> ON <replaceable>table</replaceable> USING HASH (<replaceable>column</replaceable>);
+</programlisting>
   </para>
 
   <sect2 id="indexes-types-btree">
@@ -185,14 +191,17 @@ CREATE INDEX test1_id_index ON test1 (id);
      <primary>hash</primary>
      <see>index</see>
     </indexterm>
-    Hash indexes can only handle simple equality comparisons.
+    Hash indexes store a 32-bit hash code derived from the
+    value of the involved column. Hence,
+    such indexes can only handle simple equality comparisons.
     The query planner will consider using a hash index whenever an
     indexed column is involved in a comparison using the
-    <literal>=</literal> operator.
-    The following command is used to create a hash index:
+    equal operator:
+
 <synopsis>
-CREATE INDEX <replaceable>name</replaceable> ON <replaceable>table</replaceable> USING HASH (<replaceable>column</replaceable>);
+=
 </synopsis>
+
    </para>
   </sect2>
 

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