path: root/doc/src/sgml/intarray.sgml

<!-- doc/src/sgml/intarray.sgml -->

<sect1 id="intarray" xreflabel="intarray">
 <title>intarray &mdash; manipulate arrays of integers</title>

 <indexterm zone="intarray">
  <primary>intarray</primary>
 </indexterm>

 <para>
  The <filename>intarray</filename> module provides a number of useful functions
  and operators for manipulating null-free arrays of integers.
  There is also support for indexed searches using some of the operators.
 </para>

 <para>
  All of these operations will throw an error if a supplied array contains any
  NULL elements.
 </para>

 <para>
  Many of these operations are only sensible for one-dimensional arrays.
  Although they will accept input arrays of more dimensions, the data is
  treated as though it were a linear array in storage order.
 </para>

 <para>
  This module is considered <quote>trusted</quote>, that is, it can be
  installed by non-superusers who have <literal>CREATE</literal> privilege
  on the current database.
 </para>

 <sect2 id="intarray-funcs-ops">
  <title><filename>intarray</filename> Functions and Operators</title>

  <para>
   The functions provided by the <filename>intarray</filename> module
   are shown in <xref linkend="intarray-func-table"/>, the operators
   in <xref linkend="intarray-op-table"/>.
  </para>

  <table id="intarray-func-table">
   <title><filename>intarray</filename> Functions</title>
    <tgroup cols="1">
     <thead>
      <row>
       <entry role="func_table_entry"><para role="func_signature">
        Function
       </para>
       <para>
        Description
       </para>
       <para>
        Example(s)
       </para></entry>
      </row>
     </thead>

     <tbody>
      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>icount</primary></indexterm>
        <function>icount</function> ( <type>integer[]</type> )
        <returnvalue>integer</returnvalue>
       </para>
       <para>
        Returns the number of elements in the array.
       </para>
       <para>
        <literal>icount('{1,2,3}'::integer[])</literal>
        <returnvalue>3</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>sort</primary></indexterm>
        <function>sort</function> ( <type>integer[]</type>, <parameter>dir</parameter> <type>text</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Sorts the array in either ascending or descending order.
        <parameter>dir</parameter> must be <literal>asc</literal>
        or <literal>desc</literal>.
       </para>
       <para>
        <literal>sort('{1,3,2}'::integer[], 'desc')</literal>
        <returnvalue>{3,2,1}</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <function>sort</function> ( <type>integer[]</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para role="func_signature">
        <indexterm><primary>sort_asc</primary></indexterm>
        <function>sort_asc</function> ( <type>integer[]</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Sorts in ascending order.
       </para>
       <para>
        <literal>sort(array[11,77,44])</literal>
        <returnvalue>{11,44,77}</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>sort_desc</primary></indexterm>
        <function>sort_desc</function> ( <type>integer[]</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Sorts in descending order.
       </para>
       <para>
        <literal>sort_desc(array[11,77,44])</literal>
        <returnvalue>{77,44,11}</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>uniq</primary></indexterm>
        <function>uniq</function> ( <type>integer[]</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Removes adjacent duplicates.
        Often used with <function>sort</function> to remove all duplicates.
       </para>
       <para>
        <literal>uniq('{1,2,2,3,1,1}'::integer[])</literal>
        <returnvalue>{1,2,3,1}</returnvalue>
       </para>
       <para>
        <literal>uniq(sort('{1,2,3,2,1}'::integer[]))</literal>
        <returnvalue>{1,2,3}</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>idx</primary></indexterm>
        <function>idx</function> ( <type>integer[]</type>, <parameter>item</parameter> <type>integer</type> )
        <returnvalue>integer</returnvalue>
       </para>
       <para>
        Returns index of the first array element
        matching <parameter>item</parameter>, or 0 if no match.
       </para>
       <para>
        <literal>idx(array[11,22,33,22,11], 22)</literal>
        <returnvalue>2</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>subarray</primary></indexterm>
        <function>subarray</function> ( <type>integer[]</type>, <parameter>start</parameter> <type>integer</type>, <parameter>len</parameter> <type>integer</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Extracts the portion of the array starting at
        position <parameter>start</parameter>, with <parameter>len</parameter>
        elements.
       </para>
       <para>
        <literal>subarray('{1,2,3,2,1}'::integer[], 2, 3)</literal>
        <returnvalue>{2,3,2}</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <function>subarray</function> ( <type>integer[]</type>, <parameter>start</parameter> <type>integer</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Extracts the portion of the array starting at
        position <parameter>start</parameter>.
       </para>
       <para>
        <literal>subarray('{1,2,3,2,1}'::integer[], 2)</literal>
        <returnvalue>{2,3,2,1}</returnvalue>
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <indexterm><primary>intset</primary></indexterm>
        <function>intset</function> ( <type>integer</type> )
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Makes a single-element array.
       </para>
       <para>
        <literal>intset(42)</literal>
        <returnvalue>{42}</returnvalue>
       </para></entry>
      </row>
    </tbody>
   </tgroup>
  </table>

  <table id="intarray-op-table">
   <title><filename>intarray</filename> Operators</title>
    <tgroup cols="1">
     <thead>
      <row>
       <entry role="func_table_entry"><para role="func_signature">
        Operator
       </para>
       <para>
        Description
       </para></entry>
      </row>
     </thead>

     <tbody>
      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>&amp;&amp;</literal> <type>integer[]</type>
        <returnvalue>boolean</returnvalue>
       </para>
       <para>
        Do arrays overlap (have at least one element in common)?
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>@&gt;</literal> <type>integer[]</type>
        <returnvalue>boolean</returnvalue>
       </para>
       <para>
        Does left array contain right array?
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>&lt;@</literal> <type>integer[]</type>
        <returnvalue>boolean</returnvalue>
       </para>
       <para>
        Is left array contained in right array?
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type></type> <literal>#</literal> <type>integer[]</type>
        <returnvalue>integer</returnvalue>
       </para>
       <para>
        Returns the number of elements in the array.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>#</literal> <type>integer</type>
        <returnvalue>integer</returnvalue>
       </para>
       <para>
        Returns index of the first array element
        matching the right argument, or 0 if no match.
        (Same as <function>idx</function> function.)
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>+</literal> <type>integer</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Adds element to end of array.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>+</literal> <type>integer[]</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Concatenates the arrays.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>-</literal> <type>integer</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Removes entries matching the right argument from the array.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>-</literal> <type>integer[]</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Removes elements of the right array from the left array.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>|</literal> <type>integer</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Computes the union of the arguments.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>|</literal> <type>integer[]</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Computes the union of the arguments.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>&amp;</literal> <type>integer[]</type>
        <returnvalue>integer[]</returnvalue>
       </para>
       <para>
        Computes the intersection of the arguments.
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>integer[]</type> <literal>@@</literal> <type>query_int</type>
        <returnvalue>boolean</returnvalue>
       </para>
       <para>
        Does array satisfy query?  (see below)
       </para></entry>
      </row>

      <row>
       <entry role="func_table_entry"><para role="func_signature">
        <type>query_int</type> <literal>~~</literal> <type>integer[]</type>
        <returnvalue>boolean</returnvalue>
       </para>
       <para>
        Does array satisfy query?  (commutator of <literal>@@</literal>)
       </para></entry>
      </row>
    </tbody>
   </tgroup>
  </table>

  <para>
   The operators <literal>&amp;&amp;</literal>, <literal>@&gt;</literal> and
   <literal>&lt;@</literal> are equivalent to <productname>PostgreSQL</productname>'s built-in
   operators of the same names, except that they work only on integer arrays
   that do not contain nulls, while the built-in operators work for any array
   type.  This restriction makes them faster than the built-in operators
   in many cases.
  </para>

  <para>
   The <literal>@@</literal> and <literal>~~</literal> operators test whether an array
   satisfies a <firstterm>query</firstterm>, which is expressed as a value of a
   specialized data type <type>query_int</type>.  A <firstterm>query</firstterm>
   consists of integer values that are checked against the elements of
   the array, possibly combined using the operators <literal>&amp;</literal>
   (AND), <literal>|</literal> (OR), and <literal>!</literal> (NOT).  Parentheses
   can be used as needed.  For example,
   the query <literal>1&amp;(2|3)</literal> matches arrays that contain 1
   and also contain either 2 or 3.
  </para>
 </sect2>

 <sect2 id="intarray-index">
  <title>Index Support</title>

  <para>
   <filename>intarray</filename> provides index support for the
   <literal>&amp;&amp;</literal>, <literal>@&gt;</literal>,
   and <literal>@@</literal> operators, as well as regular array equality.
  </para>

  <para>
   Two parameterized GiST index operator classes are provided:
   <literal>gist__int_ops</literal> (used by default) is suitable for
   small- to medium-size data sets, while
   <literal>gist__intbig_ops</literal> uses a larger signature and is more
   suitable for indexing large data sets (i.e., columns containing
   a large number of distinct array values).
   The implementation uses an RD-tree data structure with
   built-in lossy compression.
  </para>

  <para>
   <literal>gist__int_ops</literal> approximates an integer set as an array of
   integer ranges.  Its optional integer parameter <literal>numranges</literal>
   determines the maximum number of ranges in
   one index key.  The default value of <literal>numranges</literal> is 100.
   Valid values are between 1 and 253.  Using larger arrays as GiST index
   keys leads to a more precise search (scanning a smaller fraction of the index and
   fewer heap pages), at the cost of a larger index.
  </para>

  <para>
   <literal>gist__intbig_ops</literal> approximates an integer set as a bitmap
   signature.  Its optional integer parameter <literal>siglen</literal>
   determines the signature length in bytes.
   The default signature length is 16 bytes.  Valid values of signature length
   are between 1 and 2024 bytes.  Longer signatures lead to a more precise
   search (scanning a smaller fraction of the index and fewer heap pages), at
   the cost of a larger index.
  </para>

  <para>
   There is also a non-default GIN operator class
   <literal>gin__int_ops</literal>, which supports these operators as well
   as <literal>&lt;@</literal>.
  </para>

  <para>
   The choice between GiST and GIN indexing depends on the relative
   performance characteristics of GiST and GIN, which are discussed elsewhere.
  </para>
 </sect2>

 <sect2 id="intarray-example">
  <title>Example</title>

<programlisting>
-- a message can be in one or more <quote>sections</quote>
CREATE TABLE message (mid INT PRIMARY KEY, sections INT[], ...);

-- create specialized index with signature length of 32 bytes
CREATE INDEX message_rdtree_idx ON message USING GIST (sections gist__intbig_ops (siglen = 32));

-- select messages in section 1 OR 2 - OVERLAP operator
SELECT message.mid FROM message WHERE message.sections &amp;&amp; '{1,2}';

-- select messages in sections 1 AND 2 - CONTAINS operator
SELECT message.mid FROM message WHERE message.sections @&gt; '{1,2}';

-- the same, using QUERY operator
SELECT message.mid FROM message WHERE message.sections @@ '1&amp;2'::query_int;
</programlisting>
 </sect2>

 <sect2 id="intarray-benchmark">
  <title>Benchmark</title>

  <para>
   The source directory <filename>contrib/intarray/bench</filename> contains a
   benchmark test suite, which can be run against an installed
   <productname>PostgreSQL</productname> server.  (It also requires <filename>DBD::Pg</filename>
   to be installed.)  To run:
  </para>

<programlisting>
cd .../contrib/intarray/bench
createdb TEST
psql -c "CREATE EXTENSION intarray" TEST
./create_test.pl | psql TEST
./bench.pl
</programlisting>

  <para>
   The <filename>bench.pl</filename> script has numerous options, which
   are displayed when it is run without any arguments.
  </para>
 </sect2>

 <sect2 id="intarray-Authors">
  <title>Authors</title>

  <para>
   All work was done by Teodor Sigaev (<email>teodor@sigaev.ru</email>) and
   Oleg Bartunov (<email>oleg@sai.msu.su</email>). See
   <ulink url="http://www.sai.msu.su/~megera/postgres/gist/"></ulink> for
   additional information. Andrey Oktyabrski did a great work on adding new
   functions and operations.
  </para>
 </sect2>

</sect1>