Add pg_plan_advice contrib module.
Provide a facility that (1) can be used to stabilize certain plan choices
so that the planner cannot reverse course without authorization and
(2) can be used by knowledgeable users to insist on plan choices contrary
to what the planner believes best. In both cases, terrible outcomes are
possible: users should think twice and perhaps three times before
constraining the planner's ability to do as it thinks best; nevertheless,
there are problems that are much more easily solved with these facilities
than without them.
This patch takes the approach of analyzing a finished plan to produce
textual output, which we call "plan advice", that describes key
decisions made during plan; if that plan advice is provided during
future planning cycles, it will force those key decisions to be made in
the same way. Not all planner decisions can be controlled using advice;
for example, decisions about how to perform aggregation are currently
out of scope, as is choice of sort order. Plan advice can also be edited
by the user, or even written from scratch in simple cases, making it
possible to generate outcomes that the planner would not have produced.
Partial advice can be provided to control some planner outcomes but not
others.
Currently, plan advice is focused only on specific outcomes, such as
the choice to use a sequential scan for a particular relation, and not
on estimates that might contribute to those outcomes, such as a
possibly-incorrect selectivity estimate. While it would be useful to
users to be able to provide plan advice that affects selectivity
estimates or other aspects of costing, that is out of scope for this
commit.
Reviewed-by: Lukas Fittl <lukas@fittl.com>
Reviewed-by: Jakub Wartak <jakub.wartak@enterprisedb.com>
Reviewed-by: Greg Burd <greg@burd.me>
Reviewed-by: Jacob Champion <jacob.champion@enterprisedb.com>
Reviewed-by: Haibo Yan <tristan.yim@gmail.com>
Reviewed-by: Dian Fay <di@nmfay.com>
Reviewed-by: Ajay Pal <ajay.pal.k@gmail.com>
Reviewed-by: John Naylor <johncnaylorls@gmail.com>
Reviewed-by: Alexandra Wang <alexandra.wang.oss@gmail.com>
Discussion: http://postgr.es/m/CA+TgmoZ-Jh1T6QyWoCODMVQdhTUPYkaZjWztzP1En4=ZHoKPzw@mail.gmail.com
2026-03-12 12:59:52 -04:00
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LOAD 'pg_plan_advice';
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SET max_parallel_workers_per_gather = 0;
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CREATE TABLE ptab (id integer, val text) WITH (autovacuum_enabled = false);
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SET pg_plan_advice.always_store_advice_details = false;
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-- Not prepared, so advice should be generated.
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2026-03-16 14:33:13 -04:00
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EXPLAIN (COSTS OFF, PLAN_ADVICE)
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Add pg_plan_advice contrib module.
Provide a facility that (1) can be used to stabilize certain plan choices
so that the planner cannot reverse course without authorization and
(2) can be used by knowledgeable users to insist on plan choices contrary
to what the planner believes best. In both cases, terrible outcomes are
possible: users should think twice and perhaps three times before
constraining the planner's ability to do as it thinks best; nevertheless,
there are problems that are much more easily solved with these facilities
than without them.
This patch takes the approach of analyzing a finished plan to produce
textual output, which we call "plan advice", that describes key
decisions made during plan; if that plan advice is provided during
future planning cycles, it will force those key decisions to be made in
the same way. Not all planner decisions can be controlled using advice;
for example, decisions about how to perform aggregation are currently
out of scope, as is choice of sort order. Plan advice can also be edited
by the user, or even written from scratch in simple cases, making it
possible to generate outcomes that the planner would not have produced.
Partial advice can be provided to control some planner outcomes but not
others.
Currently, plan advice is focused only on specific outcomes, such as
the choice to use a sequential scan for a particular relation, and not
on estimates that might contribute to those outcomes, such as a
possibly-incorrect selectivity estimate. While it would be useful to
users to be able to provide plan advice that affects selectivity
estimates or other aspects of costing, that is out of scope for this
commit.
Reviewed-by: Lukas Fittl <lukas@fittl.com>
Reviewed-by: Jakub Wartak <jakub.wartak@enterprisedb.com>
Reviewed-by: Greg Burd <greg@burd.me>
Reviewed-by: Jacob Champion <jacob.champion@enterprisedb.com>
Reviewed-by: Haibo Yan <tristan.yim@gmail.com>
Reviewed-by: Dian Fay <di@nmfay.com>
Reviewed-by: Ajay Pal <ajay.pal.k@gmail.com>
Reviewed-by: John Naylor <johncnaylorls@gmail.com>
Reviewed-by: Alexandra Wang <alexandra.wang.oss@gmail.com>
Discussion: http://postgr.es/m/CA+TgmoZ-Jh1T6QyWoCODMVQdhTUPYkaZjWztzP1En4=ZHoKPzw@mail.gmail.com
2026-03-12 12:59:52 -04:00
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SELECT * FROM ptab;
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-- Prepared, so advice should not be generated.
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PREPARE pt1 AS SELECT * FROM ptab;
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EXPLAIN (COSTS OFF, PLAN_ADVICE) EXECUTE pt1;
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SET pg_plan_advice.always_store_advice_details = true;
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-- Prepared, but always_store_advice_details = true, so should show advice.
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PREPARE pt2 AS SELECT * FROM ptab;
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EXPLAIN (COSTS OFF, PLAN_ADVICE) EXECUTE pt2;
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-- Not prepared, so feedback should be generated.
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SET pg_plan_advice.always_store_advice_details = false;
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SET pg_plan_advice.advice = 'SEQ_SCAN(ptab)';
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2026-03-16 14:33:13 -04:00
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EXPLAIN (COSTS OFF)
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Add pg_plan_advice contrib module.
Provide a facility that (1) can be used to stabilize certain plan choices
so that the planner cannot reverse course without authorization and
(2) can be used by knowledgeable users to insist on plan choices contrary
to what the planner believes best. In both cases, terrible outcomes are
possible: users should think twice and perhaps three times before
constraining the planner's ability to do as it thinks best; nevertheless,
there are problems that are much more easily solved with these facilities
than without them.
This patch takes the approach of analyzing a finished plan to produce
textual output, which we call "plan advice", that describes key
decisions made during plan; if that plan advice is provided during
future planning cycles, it will force those key decisions to be made in
the same way. Not all planner decisions can be controlled using advice;
for example, decisions about how to perform aggregation are currently
out of scope, as is choice of sort order. Plan advice can also be edited
by the user, or even written from scratch in simple cases, making it
possible to generate outcomes that the planner would not have produced.
Partial advice can be provided to control some planner outcomes but not
others.
Currently, plan advice is focused only on specific outcomes, such as
the choice to use a sequential scan for a particular relation, and not
on estimates that might contribute to those outcomes, such as a
possibly-incorrect selectivity estimate. While it would be useful to
users to be able to provide plan advice that affects selectivity
estimates or other aspects of costing, that is out of scope for this
commit.
Reviewed-by: Lukas Fittl <lukas@fittl.com>
Reviewed-by: Jakub Wartak <jakub.wartak@enterprisedb.com>
Reviewed-by: Greg Burd <greg@burd.me>
Reviewed-by: Jacob Champion <jacob.champion@enterprisedb.com>
Reviewed-by: Haibo Yan <tristan.yim@gmail.com>
Reviewed-by: Dian Fay <di@nmfay.com>
Reviewed-by: Ajay Pal <ajay.pal.k@gmail.com>
Reviewed-by: John Naylor <johncnaylorls@gmail.com>
Reviewed-by: Alexandra Wang <alexandra.wang.oss@gmail.com>
Discussion: http://postgr.es/m/CA+TgmoZ-Jh1T6QyWoCODMVQdhTUPYkaZjWztzP1En4=ZHoKPzw@mail.gmail.com
2026-03-12 12:59:52 -04:00
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SELECT * FROM ptab;
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2026-03-18 18:15:36 -04:00
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-- Prepared, so feedback should not be generated.
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Add pg_plan_advice contrib module.
Provide a facility that (1) can be used to stabilize certain plan choices
so that the planner cannot reverse course without authorization and
(2) can be used by knowledgeable users to insist on plan choices contrary
to what the planner believes best. In both cases, terrible outcomes are
possible: users should think twice and perhaps three times before
constraining the planner's ability to do as it thinks best; nevertheless,
there are problems that are much more easily solved with these facilities
than without them.
This patch takes the approach of analyzing a finished plan to produce
textual output, which we call "plan advice", that describes key
decisions made during plan; if that plan advice is provided during
future planning cycles, it will force those key decisions to be made in
the same way. Not all planner decisions can be controlled using advice;
for example, decisions about how to perform aggregation are currently
out of scope, as is choice of sort order. Plan advice can also be edited
by the user, or even written from scratch in simple cases, making it
possible to generate outcomes that the planner would not have produced.
Partial advice can be provided to control some planner outcomes but not
others.
Currently, plan advice is focused only on specific outcomes, such as
the choice to use a sequential scan for a particular relation, and not
on estimates that might contribute to those outcomes, such as a
possibly-incorrect selectivity estimate. While it would be useful to
users to be able to provide plan advice that affects selectivity
estimates or other aspects of costing, that is out of scope for this
commit.
Reviewed-by: Lukas Fittl <lukas@fittl.com>
Reviewed-by: Jakub Wartak <jakub.wartak@enterprisedb.com>
Reviewed-by: Greg Burd <greg@burd.me>
Reviewed-by: Jacob Champion <jacob.champion@enterprisedb.com>
Reviewed-by: Haibo Yan <tristan.yim@gmail.com>
Reviewed-by: Dian Fay <di@nmfay.com>
Reviewed-by: Ajay Pal <ajay.pal.k@gmail.com>
Reviewed-by: John Naylor <johncnaylorls@gmail.com>
Reviewed-by: Alexandra Wang <alexandra.wang.oss@gmail.com>
Discussion: http://postgr.es/m/CA+TgmoZ-Jh1T6QyWoCODMVQdhTUPYkaZjWztzP1En4=ZHoKPzw@mail.gmail.com
2026-03-12 12:59:52 -04:00
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PREPARE pt3 AS SELECT * FROM ptab;
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2026-03-18 18:15:36 -04:00
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EXPLAIN (COSTS OFF) EXECUTE pt3;
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Add pg_plan_advice contrib module.
Provide a facility that (1) can be used to stabilize certain plan choices
so that the planner cannot reverse course without authorization and
(2) can be used by knowledgeable users to insist on plan choices contrary
to what the planner believes best. In both cases, terrible outcomes are
possible: users should think twice and perhaps three times before
constraining the planner's ability to do as it thinks best; nevertheless,
there are problems that are much more easily solved with these facilities
than without them.
This patch takes the approach of analyzing a finished plan to produce
textual output, which we call "plan advice", that describes key
decisions made during plan; if that plan advice is provided during
future planning cycles, it will force those key decisions to be made in
the same way. Not all planner decisions can be controlled using advice;
for example, decisions about how to perform aggregation are currently
out of scope, as is choice of sort order. Plan advice can also be edited
by the user, or even written from scratch in simple cases, making it
possible to generate outcomes that the planner would not have produced.
Partial advice can be provided to control some planner outcomes but not
others.
Currently, plan advice is focused only on specific outcomes, such as
the choice to use a sequential scan for a particular relation, and not
on estimates that might contribute to those outcomes, such as a
possibly-incorrect selectivity estimate. While it would be useful to
users to be able to provide plan advice that affects selectivity
estimates or other aspects of costing, that is out of scope for this
commit.
Reviewed-by: Lukas Fittl <lukas@fittl.com>
Reviewed-by: Jakub Wartak <jakub.wartak@enterprisedb.com>
Reviewed-by: Greg Burd <greg@burd.me>
Reviewed-by: Jacob Champion <jacob.champion@enterprisedb.com>
Reviewed-by: Haibo Yan <tristan.yim@gmail.com>
Reviewed-by: Dian Fay <di@nmfay.com>
Reviewed-by: Ajay Pal <ajay.pal.k@gmail.com>
Reviewed-by: John Naylor <johncnaylorls@gmail.com>
Reviewed-by: Alexandra Wang <alexandra.wang.oss@gmail.com>
Discussion: http://postgr.es/m/CA+TgmoZ-Jh1T6QyWoCODMVQdhTUPYkaZjWztzP1En4=ZHoKPzw@mail.gmail.com
2026-03-12 12:59:52 -04:00
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SET pg_plan_advice.always_store_advice_details = true;
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-- Prepared, but always_store_advice_details = true, so should show feedback.
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PREPARE pt4 AS SELECT * FROM ptab;
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2026-03-18 18:15:36 -04:00
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EXPLAIN (COSTS OFF, PLAN_ADVICE) EXECUTE pt4;
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