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<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html xmlns="http://www.w3.org/1999/xhtml"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /><title>20.7. Query Planning</title><link rel="stylesheet" type="text/css" href="stylesheet.css" /><link rev="made" href="pgsql-docs@lists.postgresql.org" /><meta name="generator" content="DocBook XSL Stylesheets Vsnapshot" /><link rel="prev" href="runtime-config-replication.html" title="20.6. Replication" /><link rel="next" href="runtime-config-logging.html" title="20.8. Error Reporting and Logging" /></head><body id="docContent" class="container-fluid col-10"><div class="navheader"><table width="100%" summary="Navigation header"><tr><th colspan="5" align="center">20.7. Query Planning</th></tr><tr><td width="10%" align="left"><a accesskey="p" href="runtime-config-replication.html" title="20.6. Replication">Prev</a> </td><td width="10%" align="left"><a accesskey="u" href="runtime-config.html" title="Chapter 20. Server Configuration">Up</a></td><th width="60%" align="center">Chapter 20. Server Configuration</th><td width="10%" align="right"><a accesskey="h" href="index.html" title="PostgreSQL 15.6 Documentation">Home</a></td><td width="10%" align="right"> <a accesskey="n" href="runtime-config-logging.html" title="20.8. Error Reporting and Logging">Next</a></td></tr></table><hr /></div><div class="sect1" id="RUNTIME-CONFIG-QUERY"><div class="titlepage"><div><div><h2 class="title" style="clear: both">20.7. Query Planning</h2></div></div></div><div class="toc"><dl class="toc"><dt><span class="sect2"><a href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-ENABLE">20.7.1. Planner Method Configuration</a></span></dt><dt><span class="sect2"><a href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-CONSTANTS">20.7.2. Planner Cost Constants</a></span></dt><dt><span class="sect2"><a href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-GEQO">20.7.3. Genetic Query Optimizer</a></span></dt><dt><span class="sect2"><a href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-OTHER">20.7.4. Other Planner Options</a></span></dt></dl></div><div class="sect2" id="RUNTIME-CONFIG-QUERY-ENABLE"><div class="titlepage"><div><div><h3 class="title">20.7.1. Planner Method Configuration</h3></div></div></div><p>
       These configuration parameters provide a crude method of
       influencing the query plans chosen by the query optimizer. If
       the default plan chosen by the optimizer for a particular query
       is not optimal, a <span class="emphasis"><em>temporary</em></span> solution is to use one
       of these configuration parameters to force the optimizer to
       choose a different plan.
       Better ways to improve the quality of the
       plans chosen by the optimizer include adjusting the planner cost
       constants (see <a class="xref" href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-CONSTANTS" title="20.7.2. Planner Cost Constants">Section 20.7.2</a>),
       running <a class="link" href="sql-analyze.html" title="ANALYZE"><code class="command">ANALYZE</code></a> manually, increasing
       the value of the <a class="xref" href="runtime-config-query.html#GUC-DEFAULT-STATISTICS-TARGET">default_statistics_target</a> configuration parameter,
       and increasing the amount of statistics collected for
       specific columns using <code class="command">ALTER TABLE SET
       STATISTICS</code>.
      </p><div class="variablelist"><dl class="variablelist"><dt id="GUC-ENABLE-ASYNC-APPEND"><span class="term"><code class="varname">enable_async_append</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.1.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of async-aware
        append plan types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-BITMAPSCAN"><span class="term"><code class="varname">enable_bitmapscan</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.2.1.3" class="indexterm"></a>
      <a id="id-1.6.7.10.2.3.2.1.4" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of bitmap-scan plan
        types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-GATHERMERGE"><span class="term"><code class="varname">enable_gathermerge</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.3.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of gather
        merge plan types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-HASHAGG"><span class="term"><code class="varname">enable_hashagg</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.4.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of hashed
        aggregation plan types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-HASHJOIN"><span class="term"><code class="varname">enable_hashjoin</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.5.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of hash-join plan
        types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-INCREMENTAL-SORT"><span class="term"><code class="varname">enable_incremental_sort</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.6.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of incremental sort steps.
        The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-INDEXSCAN"><span class="term"><code class="varname">enable_indexscan</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.7.1.3" class="indexterm"></a>
      <a id="id-1.6.7.10.2.3.7.1.4" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of index-scan plan
        types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-INDEXONLYSCAN"><span class="term"><code class="varname">enable_indexonlyscan</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.8.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of index-only-scan plan
        types (see <a class="xref" href="indexes-index-only-scans.html" title="11.9. Index-Only Scans and Covering Indexes">Section 11.9</a>).
        The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-MATERIAL"><span class="term"><code class="varname">enable_material</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.9.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of materialization.
        It is impossible to suppress materialization entirely,
        but turning this variable off prevents the planner from inserting
        materialize nodes except in cases where it is required for correctness.
        The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-MEMOIZE"><span class="term"><code class="varname">enable_memoize</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.10.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of memoize plans for
        caching results from parameterized scans inside nested-loop joins.
        This plan type allows scans to the underlying plans to be skipped when
        the results for the current parameters are already in the cache.  Less
        commonly looked up results may be evicted from the cache when more
        space is required for new entries. The default is
        <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-MERGEJOIN"><span class="term"><code class="varname">enable_mergejoin</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.11.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of merge-join plan
        types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-NESTLOOP"><span class="term"><code class="varname">enable_nestloop</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.12.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of nested-loop join
        plans. It is impossible to suppress nested-loop joins entirely,
        but turning this variable off discourages the planner from using
        one if there are other methods available. The default is
        <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-PARALLEL-APPEND"><span class="term"><code class="varname">enable_parallel_append</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.13.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of parallel-aware
        append plan types. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-PARALLEL-HASH"><span class="term"><code class="varname">enable_parallel_hash</code> (<code class="type">boolean</code>)
       <a id="id-1.6.7.10.2.3.14.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of hash-join plan
        types with parallel hash. Has no effect if hash-join plans are not
        also enabled. The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-PARTITION-PRUNING"><span class="term"><code class="varname">enable_partition_pruning</code> (<code class="type">boolean</code>)
       <a id="id-1.6.7.10.2.3.15.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's ability to eliminate a
        partitioned table's partitions from query plans.  This also controls
        the planner's ability to generate query plans which allow the query
        executor to remove (ignore) partitions during query execution.  The
        default is <code class="literal">on</code>.
        See <a class="xref" href="ddl-partitioning.html#DDL-PARTITION-PRUNING" title="5.11.4. Partition Pruning">Section 5.11.4</a> for details.
       </p></dd><dt id="GUC-ENABLE-PARTITIONWISE-JOIN"><span class="term"><code class="varname">enable_partitionwise_join</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.16.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of partitionwise join,
        which allows a join between partitioned tables to be performed by
        joining the matching partitions.  Partitionwise join currently applies
        only when the join conditions include all the partition keys, which
        must be of the same data type and have one-to-one matching sets of
        child partitions.  Because partitionwise join planning can use
        significantly more CPU time and memory during planning, the default is
        <code class="literal">off</code>.
       </p></dd><dt id="GUC-ENABLE-PARTITIONWISE-AGGREGATE"><span class="term"><code class="varname">enable_partitionwise_aggregate</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.17.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of partitionwise grouping
        or aggregation, which allows grouping or aggregation on partitioned
        tables to be performed separately for each partition.  If the
        <code class="literal">GROUP BY</code> clause does not include the partition
        keys, only partial aggregation can be performed on a per-partition
        basis, and finalization must be performed later.  Because
        partitionwise grouping or aggregation can use significantly more CPU
        time and memory during planning, the default is
        <code class="literal">off</code>.
       </p></dd><dt id="GUC-ENABLE-SEQSCAN"><span class="term"><code class="varname">enable_seqscan</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.18.1.3" class="indexterm"></a>
      <a id="id-1.6.7.10.2.3.18.1.4" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of sequential scan
        plan types. It is impossible to suppress sequential scans
        entirely, but turning this variable off discourages the planner
        from using one if there are other methods available. The
        default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-SORT"><span class="term"><code class="varname">enable_sort</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.19.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of explicit sort
        steps. It is impossible to suppress explicit sorts entirely,
        but turning this variable off discourages the planner from
        using one if there are other methods available. The default
        is <code class="literal">on</code>.
       </p></dd><dt id="GUC-ENABLE-TIDSCAN"><span class="term"><code class="varname">enable_tidscan</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.2.3.20.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables the query planner's use of <acronym class="acronym">TID</acronym>
        scan plan types. The default is <code class="literal">on</code>.
       </p></dd></dl></div></div><div class="sect2" id="RUNTIME-CONFIG-QUERY-CONSTANTS"><div class="titlepage"><div><div><h3 class="title">20.7.2. Planner Cost Constants</h3></div></div></div><p>
     The <em class="firstterm">cost</em> variables described in this section are measured
     on an arbitrary scale.  Only their relative values matter, hence
     scaling them all up or down by the same factor will result in no change
     in the planner's choices.  By default, these cost variables are based on
     the cost of sequential page fetches; that is,
     <code class="varname">seq_page_cost</code> is conventionally set to <code class="literal">1.0</code>
     and the other cost variables are set with reference to that.  But
     you can use a different scale if you prefer, such as actual execution
     times in milliseconds on a particular machine.
    </p><div class="note"><h3 class="title">Note</h3><p>
     Unfortunately, there is no well-defined method for determining ideal
     values for the cost variables.  They are best treated as averages over
     the entire mix of queries that a particular installation will receive.  This
     means that changing them on the basis of just a few experiments is very
     risky.
    </p></div><div class="variablelist"><dl class="variablelist"><dt id="GUC-SEQ-PAGE-COST"><span class="term"><code class="varname">seq_page_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.1.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of a disk page fetch
        that is part of a series of sequential fetches.  The default is 1.0.
        This value can be overridden for tables and indexes in a particular
        tablespace by setting the tablespace parameter of the same name
        (see <a class="xref" href="sql-altertablespace.html" title="ALTER TABLESPACE"><span class="refentrytitle">ALTER TABLESPACE</span></a>).
       </p></dd><dt id="GUC-RANDOM-PAGE-COST"><span class="term"><code class="varname">random_page_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.2.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of a
        non-sequentially-fetched disk page.  The default is 4.0.
        This value can be overridden for tables and indexes in a particular
        tablespace by setting the tablespace parameter of the same name
        (see <a class="xref" href="sql-altertablespace.html" title="ALTER TABLESPACE"><span class="refentrytitle">ALTER TABLESPACE</span></a>).
       </p><p>
        Reducing this value relative to <code class="varname">seq_page_cost</code>
        will cause the system to prefer index scans; raising it will
        make index scans look relatively more expensive.  You can raise
        or lower both values together to change the importance of disk I/O
        costs relative to CPU costs, which are described by the following
        parameters.
       </p><p>
        Random access to mechanical disk storage is normally much more expensive
        than four times sequential access.  However, a lower default is used
        (4.0) because the majority of random accesses to disk, such as indexed
        reads, are assumed to be in cache.  The default value can be thought of
        as modeling random access as 40 times slower than sequential, while
        expecting 90% of random reads to be cached.
       </p><p>
        If you believe a 90% cache rate is an incorrect assumption
        for your workload, you can increase random_page_cost to better
        reflect the true cost of random storage reads. Correspondingly,
        if your data is likely to be completely in cache, such as when
        the database is smaller than the total server memory, decreasing
        random_page_cost can be appropriate.  Storage that has a low random
        read cost relative to sequential, e.g., solid-state drives, might
        also be better modeled with a lower value for random_page_cost,
        e.g., <code class="literal">1.1</code>.
       </p><div class="tip"><h3 class="title">Tip</h3><p>
         Although the system will let you set <code class="varname">random_page_cost</code> to
         less than <code class="varname">seq_page_cost</code>, it is not physically sensible
         to do so.  However, setting them equal makes sense if the database
         is entirely cached in RAM, since in that case there is no penalty
         for touching pages out of sequence.  Also, in a heavily-cached
         database you should lower both values relative to the CPU parameters,
         since the cost of fetching a page already in RAM is much smaller
         than it would normally be.
        </p></div></dd><dt id="GUC-CPU-TUPLE-COST"><span class="term"><code class="varname">cpu_tuple_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.3.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of processing
        each row during a query.
        The default is 0.01.
       </p></dd><dt id="GUC-CPU-INDEX-TUPLE-COST"><span class="term"><code class="varname">cpu_index_tuple_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.4.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of processing
        each index entry during an index scan.
        The default is 0.005.
       </p></dd><dt id="GUC-CPU-OPERATOR-COST"><span class="term"><code class="varname">cpu_operator_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.5.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of processing each
        operator or function executed during a query.
        The default is 0.0025.
       </p></dd><dt id="GUC-PARALLEL-SETUP-COST"><span class="term"><code class="varname">parallel_setup_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.6.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of launching parallel worker
        processes.
        The default is 1000.
       </p></dd><dt id="GUC-PARALLEL-TUPLE-COST"><span class="term"><code class="varname">parallel_tuple_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.7.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the cost of transferring one tuple
        from a parallel worker process to another process.
        The default is 0.1.
       </p></dd><dt id="GUC-MIN-PARALLEL-TABLE-SCAN-SIZE"><span class="term"><code class="varname">min_parallel_table_scan_size</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.3.4.8.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the minimum amount of table data that must be scanned in order
        for a parallel scan to be considered.  For a parallel sequential scan,
        the amount of table data scanned is always equal to the size of the
        table, but when indexes are used the amount of table data
        scanned will normally be less.
        If this value is specified without units, it is taken as blocks,
        that is <code class="symbol">BLCKSZ</code> bytes, typically 8kB.
        The default is 8 megabytes (<code class="literal">8MB</code>).
       </p></dd><dt id="GUC-MIN-PARALLEL-INDEX-SCAN-SIZE"><span class="term"><code class="varname">min_parallel_index_scan_size</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.3.4.9.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the minimum amount of index data that must be scanned in order
        for a parallel scan to be considered.  Note that a parallel index scan
        typically won't touch the entire index; it is the number of pages
        which the planner believes will actually be touched by the scan which
        is relevant.  This parameter is also used to decide whether a
        particular index can participate in a parallel vacuum.  See
        <a class="xref" href="sql-vacuum.html" title="VACUUM"><span class="refentrytitle">VACUUM</span></a>.
        If this value is specified without units, it is taken as blocks,
        that is <code class="symbol">BLCKSZ</code> bytes, typically 8kB.
        The default is 512 kilobytes (<code class="literal">512kB</code>).
       </p></dd><dt id="GUC-EFFECTIVE-CACHE-SIZE"><span class="term"><code class="varname">effective_cache_size</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.3.4.10.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's assumption about the effective size of the
        disk cache that is available to a single query.  This is
        factored into estimates of the cost of using an index; a
        higher value makes it more likely index scans will be used, a
        lower value makes it more likely sequential scans will be
        used. When setting this parameter you should consider both
        <span class="productname">PostgreSQL</span>'s shared buffers and the
        portion of the kernel's disk cache that will be used for
        <span class="productname">PostgreSQL</span> data files, though some
        data might exist in both places. Also, take
        into account the expected number of concurrent queries on different
        tables, since they will have to share the available
        space.  This parameter has no effect on the size of shared
        memory allocated by <span class="productname">PostgreSQL</span>, nor
        does it reserve kernel disk cache; it is used only for estimation
        purposes.  The system also does not assume data remains in
        the disk cache between queries.
        If this value is specified without units, it is taken as blocks,
        that is <code class="symbol">BLCKSZ</code> bytes, typically 8kB.
        The default is 4 gigabytes (<code class="literal">4GB</code>).
        (If <code class="symbol">BLCKSZ</code> is not 8kB, the default value scales
        proportionally to it.)
       </p></dd><dt id="GUC-JIT-ABOVE-COST"><span class="term"><code class="varname">jit_above_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.11.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the query cost above which JIT compilation is activated, if
        enabled (see <a class="xref" href="jit.html" title="Chapter 32. Just-in-Time Compilation (JIT)">Chapter 32</a>).
        Performing <acronym class="acronym">JIT</acronym> costs planning time but can
        accelerate query execution.
        Setting this to <code class="literal">-1</code> disables JIT compilation.
        The default is <code class="literal">100000</code>.
       </p></dd><dt id="GUC-JIT-INLINE-ABOVE-COST"><span class="term"><code class="varname">jit_inline_above_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.12.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the query cost above which JIT compilation attempts to inline
        functions and operators.  Inlining adds planning time, but can
        improve execution speed.  It is not meaningful to set this to less
        than <code class="varname">jit_above_cost</code>.
        Setting this to <code class="literal">-1</code> disables inlining.
        The default is <code class="literal">500000</code>.
       </p></dd><dt id="GUC-JIT-OPTIMIZE-ABOVE-COST"><span class="term"><code class="varname">jit_optimize_above_cost</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.3.4.13.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the query cost above which JIT compilation applies expensive
        optimizations.  Such optimization adds planning time, but can improve
        execution speed.  It is not meaningful to set this to less
        than <code class="varname">jit_above_cost</code>, and it is unlikely to be
        beneficial to set it to more
        than <code class="varname">jit_inline_above_cost</code>.
        Setting this to <code class="literal">-1</code> disables expensive optimizations.
        The default is <code class="literal">500000</code>.
       </p></dd></dl></div></div><div class="sect2" id="RUNTIME-CONFIG-QUERY-GEQO"><div class="titlepage"><div><div><h3 class="title">20.7.3. Genetic Query Optimizer</h3></div></div></div><p>
      The genetic query optimizer (GEQO) is an algorithm that does query
      planning using heuristic searching.  This reduces planning time for
      complex queries (those joining many relations), at the cost of producing
      plans that are sometimes inferior to those found by the normal
      exhaustive-search algorithm.
      For more information see <a class="xref" href="geqo.html" title="Chapter 62. Genetic Query Optimizer">Chapter 62</a>.
     </p><div class="variablelist"><dl class="variablelist"><dt id="GUC-GEQO"><span class="term"><code class="varname">geqo</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.4.3.1.1.3" class="indexterm"></a>
      <a id="id-1.6.7.10.4.3.1.1.4" class="indexterm"></a>
      <a id="id-1.6.7.10.4.3.1.1.5" class="indexterm"></a>
      </span></dt><dd><p>
        Enables or disables genetic query optimization.
        This is on by default.  It is usually best not to turn it off in
        production; the <code class="varname">geqo_threshold</code> variable provides
        more granular control of GEQO.
       </p></dd><dt id="GUC-GEQO-THRESHOLD"><span class="term"><code class="varname">geqo_threshold</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.4.3.2.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Use genetic query optimization to plan queries with at least
        this many <code class="literal">FROM</code> items involved. (Note that a
        <code class="literal">FULL OUTER JOIN</code> construct counts as only one <code class="literal">FROM</code>
        item.) The default is 12. For simpler queries it is usually best
        to use the regular, exhaustive-search planner, but for queries with
        many tables the exhaustive search takes too long, often
        longer than the penalty of executing a suboptimal plan.  Thus,
        a threshold on the size of the query is a convenient way to manage
        use of GEQO.
       </p></dd><dt id="GUC-GEQO-EFFORT"><span class="term"><code class="varname">geqo_effort</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.4.3.3.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Controls the trade-off between planning time and query plan
        quality in GEQO. This variable must be an integer in the
        range from 1 to 10. The default value is five. Larger values
        increase the time spent doing query planning, but also
        increase the likelihood that an efficient query plan will be
        chosen.
       </p><p>
        <code class="varname">geqo_effort</code> doesn't actually do anything
        directly; it is only used to compute the default values for
        the other variables that influence GEQO behavior (described
        below). If you prefer, you can set the other parameters by
        hand instead.
       </p></dd><dt id="GUC-GEQO-POOL-SIZE"><span class="term"><code class="varname">geqo_pool_size</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.4.3.4.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Controls the pool size used by GEQO, that is the
        number of individuals in the genetic population.  It must be
        at least two, and useful values are typically 100 to 1000.  If
        it is set to zero (the default setting) then a suitable
        value is chosen based on <code class="varname">geqo_effort</code> and
        the number of tables in the query.
       </p></dd><dt id="GUC-GEQO-GENERATIONS"><span class="term"><code class="varname">geqo_generations</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.4.3.5.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Controls the number of generations used by GEQO, that is
        the number of iterations of the algorithm.  It must
        be at least one, and useful values are in the same range as
        the pool size.  If it is set to zero (the default setting)
        then a suitable value is chosen based on
        <code class="varname">geqo_pool_size</code>.
       </p></dd><dt id="GUC-GEQO-SELECTION-BIAS"><span class="term"><code class="varname">geqo_selection_bias</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.4.3.6.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Controls the selection bias used by GEQO. The selection bias
        is the selective pressure within the population. Values can be
        from 1.50 to 2.00; the latter is the default.
       </p></dd><dt id="GUC-GEQO-SEED"><span class="term"><code class="varname">geqo_seed</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.4.3.7.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Controls the initial value of the random number generator used
        by GEQO to select random paths through the join order search space.
        The value can range from zero (the default) to one.  Varying the
        value changes the set of join paths explored, and may result in a
        better or worse best path being found.
       </p></dd></dl></div></div><div class="sect2" id="RUNTIME-CONFIG-QUERY-OTHER"><div class="titlepage"><div><div><h3 class="title">20.7.4. Other Planner Options</h3></div></div></div><div class="variablelist"><dl class="variablelist"><dt id="GUC-DEFAULT-STATISTICS-TARGET"><span class="term"><code class="varname">default_statistics_target</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.5.2.1.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the default statistics target for table columns without
        a column-specific target set via <code class="command">ALTER TABLE
        SET STATISTICS</code>.  Larger values increase the time needed to
        do <code class="command">ANALYZE</code>, but might improve the quality of the
        planner's estimates. The default is 100. For more information
        on the use of statistics by the <span class="productname">PostgreSQL</span>
        query planner, refer to <a class="xref" href="planner-stats.html" title="14.2. Statistics Used by the Planner">Section 14.2</a>.
       </p></dd><dt id="GUC-CONSTRAINT-EXCLUSION"><span class="term"><code class="varname">constraint_exclusion</code> (<code class="type">enum</code>)
      <a id="id-1.6.7.10.5.2.2.1.3" class="indexterm"></a>
      <a id="id-1.6.7.10.5.2.2.1.4" class="indexterm"></a>
      </span></dt><dd><p>
        Controls the query planner's use of table constraints to
        optimize queries.
        The allowed values of <code class="varname">constraint_exclusion</code> are
        <code class="literal">on</code> (examine constraints for all tables),
        <code class="literal">off</code> (never examine constraints), and
        <code class="literal">partition</code> (examine constraints only for inheritance
        child tables and <code class="literal">UNION ALL</code> subqueries).
        <code class="literal">partition</code> is the default setting.
        It is often used with traditional inheritance trees to improve
        performance.
      </p><p>
        When this parameter allows it for a particular table, the planner
        compares query conditions with the table's <code class="literal">CHECK</code>
        constraints, and omits scanning tables for which the conditions
        contradict the constraints.  For example:

</p><pre class="programlisting">
CREATE TABLE parent(key integer, ...);
CREATE TABLE child1000(check (key between 1000 and 1999)) INHERITS(parent);
CREATE TABLE child2000(check (key between 2000 and 2999)) INHERITS(parent);
...
SELECT * FROM parent WHERE key = 2400;
</pre><p>

        With constraint exclusion enabled, this <code class="command">SELECT</code>
        will not scan <code class="structname">child1000</code> at all, improving performance.
       </p><p>
        Currently, constraint exclusion is enabled by default
        only for cases that are often used to implement table partitioning via
        inheritance trees.  Turning it on for all tables imposes extra
        planning overhead that is quite noticeable on simple queries, and most
        often will yield no benefit for simple queries.  If you have no
        tables that are partitioned using traditional inheritance, you might
        prefer to turn it off entirely.  (Note that the equivalent feature for
        partitioned tables is controlled by a separate parameter,
        <a class="xref" href="runtime-config-query.html#GUC-ENABLE-PARTITION-PRUNING">enable_partition_pruning</a>.)
       </p><p>
        Refer to <a class="xref" href="ddl-partitioning.html#DDL-PARTITIONING-CONSTRAINT-EXCLUSION" title="5.11.5. Partitioning and Constraint Exclusion">Section 5.11.5</a> for
        more information on using constraint exclusion to implement
        partitioning.
       </p></dd><dt id="GUC-CURSOR-TUPLE-FRACTION"><span class="term"><code class="varname">cursor_tuple_fraction</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.5.2.3.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the fraction of a cursor's rows that
        will be retrieved.  The default is 0.1.  Smaller values of this
        setting bias the planner towards using <span class="quote"><span class="quote">fast start</span></span> plans
        for cursors, which will retrieve the first few rows quickly while
        perhaps taking a long time to fetch all rows.  Larger values
        put more emphasis on the total estimated time.  At the maximum
        setting of 1.0, cursors are planned exactly like regular queries,
        considering only the total estimated time and not how soon the
        first rows might be delivered.
       </p></dd><dt id="GUC-FROM-COLLAPSE-LIMIT"><span class="term"><code class="varname">from_collapse_limit</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.5.2.4.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        The planner will merge sub-queries into upper queries if the
        resulting <code class="literal">FROM</code> list would have no more than
        this many items.  Smaller values reduce planning time but might
        yield inferior query plans.  The default is eight.
        For more information see <a class="xref" href="explicit-joins.html" title="14.3. Controlling the Planner with Explicit JOIN Clauses">Section 14.3</a>.
       </p><p>
        Setting this value to <a class="xref" href="runtime-config-query.html#GUC-GEQO-THRESHOLD">geqo_threshold</a> or more
        may trigger use of the GEQO planner, resulting in non-optimal
        plans.  See <a class="xref" href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-GEQO" title="20.7.3. Genetic Query Optimizer">Section 20.7.3</a>.
       </p></dd><dt id="GUC-JIT"><span class="term"><code class="varname">jit</code> (<code class="type">boolean</code>)
      <a id="id-1.6.7.10.5.2.5.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Determines whether <acronym class="acronym">JIT</acronym> compilation may be used by
        <span class="productname">PostgreSQL</span>, if available (see <a class="xref" href="jit.html" title="Chapter 32. Just-in-Time Compilation (JIT)">Chapter 32</a>).
        The default is <code class="literal">on</code>.
       </p></dd><dt id="GUC-JOIN-COLLAPSE-LIMIT"><span class="term"><code class="varname">join_collapse_limit</code> (<code class="type">integer</code>)
      <a id="id-1.6.7.10.5.2.6.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        The planner will rewrite explicit <code class="literal">JOIN</code>
        constructs (except <code class="literal">FULL JOIN</code>s) into lists of
        <code class="literal">FROM</code> items whenever a list of no more than this many items
        would result.  Smaller values reduce planning time but might
        yield inferior query plans.
       </p><p>
        By default, this variable is set the same as
        <code class="varname">from_collapse_limit</code>, which is appropriate
        for most uses. Setting it to 1 prevents any reordering of
        explicit <code class="literal">JOIN</code>s. Thus, the explicit join order
        specified in the query will be the actual order in which the
        relations are joined. Because the query planner does not always choose
        the optimal join order, advanced users can elect to
        temporarily set this variable to 1, and then specify the join
        order they desire explicitly.
        For more information see <a class="xref" href="explicit-joins.html" title="14.3. Controlling the Planner with Explicit JOIN Clauses">Section 14.3</a>.
       </p><p>
        Setting this value to <a class="xref" href="runtime-config-query.html#GUC-GEQO-THRESHOLD">geqo_threshold</a> or more
        may trigger use of the GEQO planner, resulting in non-optimal
        plans.  See <a class="xref" href="runtime-config-query.html#RUNTIME-CONFIG-QUERY-GEQO" title="20.7.3. Genetic Query Optimizer">Section 20.7.3</a>.
       </p></dd><dt id="GUC-PLAN-CACHE_MODE"><span class="term"><code class="varname">plan_cache_mode</code> (<code class="type">enum</code>)
      <a id="id-1.6.7.10.5.2.7.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Prepared statements (either explicitly prepared or implicitly
        generated, for example by PL/pgSQL) can be executed using custom or
        generic plans.  Custom plans are made afresh for each execution
        using its specific set of parameter values, while generic plans do
        not rely on the parameter values and can be re-used across
        executions.  Thus, use of a generic plan saves planning time, but if
        the ideal plan depends strongly on the parameter values then a
        generic plan may be inefficient.  The choice between these options
        is normally made automatically, but it can be overridden
        with <code class="varname">plan_cache_mode</code>.
        The allowed values are <code class="literal">auto</code> (the default),
        <code class="literal">force_custom_plan</code> and
        <code class="literal">force_generic_plan</code>.
        This setting is considered when a cached plan is to be executed,
        not when it is prepared.
        For more information see <a class="xref" href="sql-prepare.html" title="PREPARE"><span class="refentrytitle">PREPARE</span></a>.
       </p></dd><dt id="GUC-RECURSIVE-WORKTABLE-FACTOR"><span class="term"><code class="varname">recursive_worktable_factor</code> (<code class="type">floating point</code>)
      <a id="id-1.6.7.10.5.2.8.1.3" class="indexterm"></a>
      </span></dt><dd><p>
        Sets the planner's estimate of the average size of the working
        table of a <a class="link" href="queries-with.html#QUERIES-WITH-RECURSIVE" title="7.8.2. Recursive Queries">recursive
        query</a>, as a multiple of the estimated size of the initial
        non-recursive term of the query.  This helps the planner choose
        the most appropriate method for joining the working table to the
        query's other tables.
        The default value is <code class="literal">10.0</code>.  A smaller value
        such as <code class="literal">1.0</code> can be helpful when the recursion
        has low <span class="quote"><span class="quote">fan-out</span></span> from one step to the next, as for
        example in shortest-path queries.  Graph analytics queries may
        benefit from larger-than-default values.
       </p></dd></dl></div></div></div><div class="navfooter"><hr /><table width="100%" summary="Navigation footer"><tr><td width="40%" align="left"><a accesskey="p" href="runtime-config-replication.html" title="20.6. Replication">Prev</a> </td><td width="20%" align="center"><a accesskey="u" href="runtime-config.html" title="Chapter 20. Server Configuration">Up</a></td><td width="40%" align="right"> <a accesskey="n" href="runtime-config-logging.html" title="20.8. Error Reporting and Logging">Next</a></td></tr><tr><td width="40%" align="left" valign="top">20.6. Replication </td><td width="20%" align="center"><a accesskey="h" href="index.html" title="PostgreSQL 15.6 Documentation">Home</a></td><td width="40%" align="right" valign="top"> 20.8. Error Reporting and Logging</td></tr></table></div></body></html>