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2010-09-20 22:08:53 +02:00
doc/src/sgml/ref/analyze.sgml
PostgreSQL documentation
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<refentry id="sql-analyze">
<indexterm zone="sql-analyze">
<primary>ANALYZE</primary>
</indexterm>
<refmeta>
<refentrytitle>ANALYZE</refentrytitle>
<manvolnum>7</manvolnum>
<refmiscinfo>SQL - Language Statements</refmiscinfo>
</refmeta>
<refnamediv>
<refname>ANALYZE</refname>
<refpurpose>collect statistics about a database</refpurpose>
</refnamediv>
<refsynopsisdiv>
<synopsis>
ANALYZE [ ( <replaceable class="parameter">option</replaceable> [, ...] ) ] [ <replaceable class="parameter">table_and_columns</replaceable> [, ...] ]
ANALYZE [ VERBOSE ] [ <replaceable class="parameter">table_and_columns</replaceable> [, ...] ]
<phrase>where <replaceable class="parameter">option</replaceable> can be one of:</phrase>
VERBOSE [ <replaceable class="parameter">boolean</replaceable> ]
SKIP_LOCKED [ <replaceable class="parameter">boolean</replaceable> ]
<phrase>and <replaceable class="parameter">table_and_columns</replaceable> is:</phrase>
<replaceable class="parameter">table_name</replaceable> [ ( <replaceable class="parameter">column_name</replaceable> [, ...] ) ]
</synopsis>
</refsynopsisdiv>
<refsect1>
<title>Description</title>
<para>
<command>ANALYZE</command> collects statistics about the contents
of tables in the database, and stores the results in the <link
linkend="catalog-pg-statistic"><structname>pg_statistic</structname></link>
system catalog. Subsequently, the query planner uses these
statistics to help determine the most efficient execution plans for
queries.
</para>
<para>
Without a <replaceable class="parameter">table_and_columns</replaceable>
list, <command>ANALYZE</command> processes every table and materialized view
in the current database that the current user has permission to analyze.
With a list, <command>ANALYZE</command> processes only those table(s).
It is further possible to give a list of column names for a table,
in which case only the statistics for those columns are collected.
</para>
<para>
When the option list is surrounded by parentheses, the options can be
written in any order. The parenthesized syntax was added in
<productname>PostgreSQL</productname> 11; the unparenthesized syntax
is deprecated.
</para>
</refsect1>
<refsect1>
<title>Parameters</title>
<variablelist>
<varlistentry>
<term><literal>VERBOSE</literal></term>
<listitem>
<para>
Enables display of progress messages.
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><literal>SKIP_LOCKED</literal></term>
<listitem>
<para>
Specifies that <command>ANALYZE</command> should not wait for any
conflicting locks to be released when beginning work on a relation:
if a relation cannot be locked immediately without waiting, the relation
is skipped. Note that even with this option, <command>ANALYZE</command>
may still block when opening the relation's indexes or when acquiring
sample rows from partitions, table inheritance children, and some
types of foreign tables. Also, while <command>ANALYZE</command>
ordinarily processes all partitions of specified partitioned tables,
this option will cause <command>ANALYZE</command> to skip all
partitions if there is a conflicting lock on the partitioned table.
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><replaceable class="parameter">boolean</replaceable></term>
<listitem>
<para>
Specifies whether the selected option should be turned on or off.
You can write <literal>TRUE</literal>, <literal>ON</literal>, or
<literal>1</literal> to enable the option, and <literal>FALSE</literal>,
<literal>OFF</literal>, or <literal>0</literal> to disable it. The
<replaceable class="parameter">boolean</replaceable> value can also
be omitted, in which case <literal>TRUE</literal> is assumed.
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><replaceable class="parameter">table_name</replaceable></term>
<listitem>
<para>
The name (possibly schema-qualified) of a specific table to
analyze. If omitted, all regular tables, partitioned tables, and
2017-03-07 17:18:56 +01:00
materialized views in the current database are analyzed (but not
foreign tables). If the specified table is a partitioned table, both the
inheritance statistics of the partitioned table as a whole and
statistics of the individual partitions are updated.
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><replaceable class="parameter">column_name</replaceable></term>
<listitem>
<para>
The name of a specific column to analyze. Defaults to all columns.
</para>
</listitem>
</varlistentry>
</variablelist>
</refsect1>
<refsect1>
<title>Outputs</title>
<para>
When <literal>VERBOSE</literal> is specified, <command>ANALYZE</command> emits
progress messages to indicate which table is currently being
processed. Various statistics about the tables are printed as well.
</para>
</refsect1>
<refsect1>
<title>Notes</title>
<para>
To analyze a table, one must ordinarily be the table's owner or a
superuser. However, database owners are allowed to
analyze all tables in their databases, except shared catalogs.
(The restriction for shared catalogs means that a true database-wide
<command>ANALYZE</command> can only be performed by a superuser.)
<command>ANALYZE</command> will skip over any tables that the calling user
does not have permission to analyze.
</para>
<para>
Foreign tables are analyzed only when explicitly selected. Not all
foreign data wrappers support <command>ANALYZE</command>. If the table's
wrapper does not support <command>ANALYZE</command>, the command prints a
warning and does nothing.
</para>
<para>
In the default <productname>PostgreSQL</productname> configuration,
the autovacuum daemon (see <xref linkend="autovacuum"/>)
takes care of automatic analyzing of tables when they are first loaded
with data, and as they change throughout regular operation.
When autovacuum is disabled,
it is a good idea to run <command>ANALYZE</command> periodically, or
just after making major changes in the contents of a table. Accurate
statistics will help the planner to choose the most appropriate query
plan, and thereby improve the speed of query processing. A common
Improve <xref> vs. <command> formatting in the documentation SQL commands are generally marked up as <command>, except when a link to a reference page is used using <xref>. But the latter doesn't create monospace markup, so this looks strange especially when a paragraph contains a mix of links and non-links. We considered putting <command> in the <refentrytitle> on the target side, but that creates some formatting side effects elsewhere. Generally, it seems safer to solve this on the link source side. We can't put the <xref> inside the <command>; the DTD doesn't allow this. DocBook 5 would allow the <command> to have the linkend attribute itself, but we are not there yet. So to solve this for now, convert the <xref>s to <link> plus <command>. This gives the correct look and also gives some more flexibility what we can put into the link text (e.g., subcommands or other clauses). In the future, these could then be converted to DocBook 5 style. I haven't converted absolutely all xrefs to SQL command reference pages, only those where we care about the appearance of the link text or where it was otherwise appropriate to make the appearance match a bit better. Also in some cases, the links where repetitive, so in those cases the links where just removed and replaced by a plain <command>. In cases where we just want the link and don't specifically care about the generated link text (typically phrased "for further information see <xref ...>") the xref is kept. Reported-by: Dagfinn Ilmari Mannsåker <ilmari@ilmari.org> Discussion: https://www.postgresql.org/message-id/flat/87o8pco34z.fsf@wibble.ilmari.org
2020-10-03 16:16:51 +02:00
strategy for read-mostly databases is to run <link linkend="sql-vacuum"><command>VACUUM</command></link>
and <command>ANALYZE</command> once a day during a low-usage time of day.
(This will not be sufficient if there is heavy update activity.)
</para>
<para>
<command>ANALYZE</command>
requires only a read lock on the target table, so it can run in
parallel with other activity on the table.
</para>
<para>
The statistics collected by <command>ANALYZE</command> usually
include a list of some of the most common values in each column and
a histogram showing the approximate data distribution in each
column. One or both of these can be omitted if
<command>ANALYZE</command> deems them uninteresting (for example,
in a unique-key column, there are no common values) or if the
column data type does not support the appropriate operators. There
is more information about the statistics in <xref
linkend="maintenance"/>.
</para>
<para>
For large tables, <command>ANALYZE</command> takes a random sample
of the table contents, rather than examining every row. This
allows even very large tables to be analyzed in a small amount of
time. Note, however, that the statistics are only approximate, and
will change slightly each time <command>ANALYZE</command> is run,
even if the actual table contents did not change. This might result
in small changes in the planner's estimated costs shown by
Improve <xref> vs. <command> formatting in the documentation SQL commands are generally marked up as <command>, except when a link to a reference page is used using <xref>. But the latter doesn't create monospace markup, so this looks strange especially when a paragraph contains a mix of links and non-links. We considered putting <command> in the <refentrytitle> on the target side, but that creates some formatting side effects elsewhere. Generally, it seems safer to solve this on the link source side. We can't put the <xref> inside the <command>; the DTD doesn't allow this. DocBook 5 would allow the <command> to have the linkend attribute itself, but we are not there yet. So to solve this for now, convert the <xref>s to <link> plus <command>. This gives the correct look and also gives some more flexibility what we can put into the link text (e.g., subcommands or other clauses). In the future, these could then be converted to DocBook 5 style. I haven't converted absolutely all xrefs to SQL command reference pages, only those where we care about the appearance of the link text or where it was otherwise appropriate to make the appearance match a bit better. Also in some cases, the links where repetitive, so in those cases the links where just removed and replaced by a plain <command>. In cases where we just want the link and don't specifically care about the generated link text (typically phrased "for further information see <xref ...>") the xref is kept. Reported-by: Dagfinn Ilmari Mannsåker <ilmari@ilmari.org> Discussion: https://www.postgresql.org/message-id/flat/87o8pco34z.fsf@wibble.ilmari.org
2020-10-03 16:16:51 +02:00
<link linkend="sql-explain"><command>EXPLAIN</command></link>.
In rare situations, this non-determinism will cause the planner's
choices of query plans to change after <command>ANALYZE</command> is run.
To avoid this, raise the amount of statistics collected by
<command>ANALYZE</command>, as described below.
</para>
<para>
The extent of analysis can be controlled by adjusting the
<xref linkend="guc-default-statistics-target"/> configuration variable, or
on a column-by-column basis by setting the per-column statistics
Improve <xref> vs. <command> formatting in the documentation SQL commands are generally marked up as <command>, except when a link to a reference page is used using <xref>. But the latter doesn't create monospace markup, so this looks strange especially when a paragraph contains a mix of links and non-links. We considered putting <command> in the <refentrytitle> on the target side, but that creates some formatting side effects elsewhere. Generally, it seems safer to solve this on the link source side. We can't put the <xref> inside the <command>; the DTD doesn't allow this. DocBook 5 would allow the <command> to have the linkend attribute itself, but we are not there yet. So to solve this for now, convert the <xref>s to <link> plus <command>. This gives the correct look and also gives some more flexibility what we can put into the link text (e.g., subcommands or other clauses). In the future, these could then be converted to DocBook 5 style. I haven't converted absolutely all xrefs to SQL command reference pages, only those where we care about the appearance of the link text or where it was otherwise appropriate to make the appearance match a bit better. Also in some cases, the links where repetitive, so in those cases the links where just removed and replaced by a plain <command>. In cases where we just want the link and don't specifically care about the generated link text (typically phrased "for further information see <xref ...>") the xref is kept. Reported-by: Dagfinn Ilmari Mannsåker <ilmari@ilmari.org> Discussion: https://www.postgresql.org/message-id/flat/87o8pco34z.fsf@wibble.ilmari.org
2020-10-03 16:16:51 +02:00
target with <link linkend="sql-altertable"><command>ALTER TABLE ... ALTER COLUMN ... SET
STATISTICS</command></link>.
The target value sets the
maximum number of entries in the most-common-value list and the
maximum number of bins in the histogram. The default target value
is 100, but this can be adjusted up or down to trade off accuracy of
planner estimates against the time taken for
<command>ANALYZE</command> and the amount of space occupied in
<literal>pg_statistic</literal>. In particular, setting the
statistics target to zero disables collection of statistics for
that column. It might be useful to do that for columns that are
never used as part of the <literal>WHERE</literal>, <literal>GROUP BY</literal>,
or <literal>ORDER BY</literal> clauses of queries, since the planner will
have no use for statistics on such columns.
</para>
<para>
The largest statistics target among the columns being analyzed determines
the number of table rows sampled to prepare the statistics. Increasing
the target causes a proportional increase in the time and space needed
to do <command>ANALYZE</command>.
</para>
<para>
One of the values estimated by <command>ANALYZE</command> is the number of
distinct values that appear in each column. Because only a subset of the
rows are examined, this estimate can sometimes be quite inaccurate, even
with the largest possible statistics target. If this inaccuracy leads to
bad query plans, a more accurate value can be determined manually and then
installed with
Improve <xref> vs. <command> formatting in the documentation SQL commands are generally marked up as <command>, except when a link to a reference page is used using <xref>. But the latter doesn't create monospace markup, so this looks strange especially when a paragraph contains a mix of links and non-links. We considered putting <command> in the <refentrytitle> on the target side, but that creates some formatting side effects elsewhere. Generally, it seems safer to solve this on the link source side. We can't put the <xref> inside the <command>; the DTD doesn't allow this. DocBook 5 would allow the <command> to have the linkend attribute itself, but we are not there yet. So to solve this for now, convert the <xref>s to <link> plus <command>. This gives the correct look and also gives some more flexibility what we can put into the link text (e.g., subcommands or other clauses). In the future, these could then be converted to DocBook 5 style. I haven't converted absolutely all xrefs to SQL command reference pages, only those where we care about the appearance of the link text or where it was otherwise appropriate to make the appearance match a bit better. Also in some cases, the links where repetitive, so in those cases the links where just removed and replaced by a plain <command>. In cases where we just want the link and don't specifically care about the generated link text (typically phrased "for further information see <xref ...>") the xref is kept. Reported-by: Dagfinn Ilmari Mannsåker <ilmari@ilmari.org> Discussion: https://www.postgresql.org/message-id/flat/87o8pco34z.fsf@wibble.ilmari.org
2020-10-03 16:16:51 +02:00
<link linkend="sql-altertable"><command>ALTER TABLE ... ALTER COLUMN ... SET (n_distinct = ...)</command></link>.
</para>
<para>
Revert analyze support for partitioned tables This reverts the following commits: 1b5617eb844cd2470a334c1d2eec66cf9b39c41a Describe (auto-)analyze behavior for partitioned tables 0e69f705cc1a3df273b38c9883fb5765991e04fe Set pg_class.reltuples for partitioned tables 41badeaba8beee7648ebe7923a41c04f1f3cb302 Document ANALYZE storage parameters for partitioned tables 0827e8af70f4653ba17ed773f123a60eadd9f9c9 autovacuum: handle analyze for partitioned tables There are efficiency issues in this code when handling databases with large numbers of partitions, and it doesn't look like there isn't any trivial way to handle those. There are some other issues as well. It's now too late in the cycle for nontrivial fixes, so we'll have to let Postgres 14 users continue to manually deal with ANALYZE their partitioned tables, and hopefully we can fix the issues for Postgres 15. I kept [most of] be280cdad298 ("Don't reset relhasindex for partitioned tables on ANALYZE") because while we added it due to 0827e8af70f4, it is a good bugfix in its own right, since it affects manual analyze as well as autovacuum-induced analyze, and there's no reason to revert it. I retained the addition of relkind 'p' to tables included by pg_stat_user_tables, because reverting that would require a catversion bump. Also, in pg14 only, I keep a struct member that was added to PgStat_TabStatEntry to avoid breaking compatibility with existing stat files. Backpatch to 14. Discussion: https://postgr.es/m/20210722205458.f2bug3z6qzxzpx2s@alap3.anarazel.de
2021-08-16 23:27:52 +02:00
If the table being analyzed has one or more children,
<command>ANALYZE</command> will gather statistics twice: once on the
rows of the parent table only, and a second time on the rows of the
parent table with all of its children. This second set of statistics
is needed when planning queries that traverse the entire inheritance
tree. The autovacuum daemon, however, will only consider inserts or
updates on the parent table itself when deciding whether to trigger an
automatic analyze for that table. If that table is rarely inserted into
or updated, the inheritance statistics will not be up to date unless you
run <command>ANALYZE</command> manually.
</para>
Allow foreign tables to participate in inheritance. Foreign tables can now be inheritance children, or parents. Much of the system was already ready for this, but we had to fix a few things of course, mostly in the area of planner and executor handling of row locks. As side effects of this, allow foreign tables to have NOT VALID CHECK constraints (and hence to accept ALTER ... VALIDATE CONSTRAINT), and to accept ALTER SET STORAGE and ALTER SET WITH/WITHOUT OIDS. Continuing to disallow these things would've required bizarre and inconsistent special cases in inheritance behavior. Since foreign tables don't enforce CHECK constraints anyway, a NOT VALID one is a complete no-op, but that doesn't mean we shouldn't allow it. And it's possible that some FDWs might have use for SET STORAGE or SET WITH OIDS, though doubtless they will be no-ops for most. An additional change in support of this is that when a ModifyTable node has multiple target tables, they will all now be explicitly identified in EXPLAIN output, for example: Update on pt1 (cost=0.00..321.05 rows=3541 width=46) Update on pt1 Foreign Update on ft1 Foreign Update on ft2 Update on child3 -> Seq Scan on pt1 (cost=0.00..0.00 rows=1 width=46) -> Foreign Scan on ft1 (cost=100.00..148.03 rows=1170 width=46) -> Foreign Scan on ft2 (cost=100.00..148.03 rows=1170 width=46) -> Seq Scan on child3 (cost=0.00..25.00 rows=1200 width=46) This was done mainly to provide an unambiguous place to attach "Remote SQL" fields, but it is useful for inherited updates even when no foreign tables are involved. Shigeru Hanada and Etsuro Fujita, reviewed by Ashutosh Bapat and Kyotaro Horiguchi, some additional hacking by me
2015-03-22 18:53:11 +01:00
<para>
For partitioned tables, <command>ANALYZE</command> gathers statistics by
sampling rows from all partitions; in addition, it will recurse into each
partition and update its statistics. Each leaf partition is analyzed only
once, even with multi-level partitioning. No statistics are collected for
only the parent table (without data from its partitions), because with
partitioning it's guaranteed to be empty.
</para>
<para>
By contrast, if the table being analyzed has inheritance children,
<command>ANALYZE</command> gathers two sets of statistics: one on the rows
of the parent table only, and a second including rows of both the parent
table and all of its children. This second set of statistics is needed when
planning queries that process the inheritance tree as a whole. The child
tables themselves are not individually analyzed in this case.
</para>
<para>
The autovacuum daemon does not process partitioned tables, nor does it
process inheritance parents if only the children are ever modified.
It is usually necessary to periodically run a manual
<command>ANALYZE</command> to keep the statistics of the table hierarchy
up to date.
</para>
<para>
If any child tables or partitions are foreign tables whose foreign
data wrappers do not support <command>ANALYZE</command>, those tables are
ignored while gathering inheritance statistics.
Allow foreign tables to participate in inheritance. Foreign tables can now be inheritance children, or parents. Much of the system was already ready for this, but we had to fix a few things of course, mostly in the area of planner and executor handling of row locks. As side effects of this, allow foreign tables to have NOT VALID CHECK constraints (and hence to accept ALTER ... VALIDATE CONSTRAINT), and to accept ALTER SET STORAGE and ALTER SET WITH/WITHOUT OIDS. Continuing to disallow these things would've required bizarre and inconsistent special cases in inheritance behavior. Since foreign tables don't enforce CHECK constraints anyway, a NOT VALID one is a complete no-op, but that doesn't mean we shouldn't allow it. And it's possible that some FDWs might have use for SET STORAGE or SET WITH OIDS, though doubtless they will be no-ops for most. An additional change in support of this is that when a ModifyTable node has multiple target tables, they will all now be explicitly identified in EXPLAIN output, for example: Update on pt1 (cost=0.00..321.05 rows=3541 width=46) Update on pt1 Foreign Update on ft1 Foreign Update on ft2 Update on child3 -> Seq Scan on pt1 (cost=0.00..0.00 rows=1 width=46) -> Foreign Scan on ft1 (cost=100.00..148.03 rows=1170 width=46) -> Foreign Scan on ft2 (cost=100.00..148.03 rows=1170 width=46) -> Seq Scan on child3 (cost=0.00..25.00 rows=1200 width=46) This was done mainly to provide an unambiguous place to attach "Remote SQL" fields, but it is useful for inherited updates even when no foreign tables are involved. Shigeru Hanada and Etsuro Fujita, reviewed by Ashutosh Bapat and Kyotaro Horiguchi, some additional hacking by me
2015-03-22 18:53:11 +01:00
</para>
<para>
If the table being analyzed is completely empty, <command>ANALYZE</command>
will not record new statistics for that table. Any existing statistics
will be retained.
</para>
<para>
Each backend running <command>ANALYZE</command> will report its progress
in the <structname>pg_stat_progress_analyze</structname> view. See
<xref linkend="analyze-progress-reporting"/> for details.
</para>
</refsect1>
<refsect1>
<title>Compatibility</title>
<para>
There is no <command>ANALYZE</command> statement in the SQL standard.
</para>
</refsect1>
<refsect1>
<title>See Also</title>
<simplelist type="inline">
<member><xref linkend="sql-vacuum"/></member>
<member><xref linkend="app-vacuumdb"/></member>
<member><xref linkend="runtime-config-resource-vacuum-cost"/></member>
<member><xref linkend="autovacuum"/></member>
<member><xref linkend="analyze-progress-reporting"/></member>
</simplelist>
</refsect1>
</refentry>