F.37. pg_hint_plan
F.37.1. Name
pg_hint_plan - controls execution plan with hinting phrases in comment of special form.
F.37.2. Synopsis
Postgres Pro Enterprise uses cost-based optimizer, which utilizes data statistics, not static rules. The planner (optimizer) estimates costs of each possible execution plans for a SQL statement then the execution plan with the lowest cost finally be executed. The planner does its best to select the best execution plan, but not perfect, since it doesn't count some properties of the data, for example, correlation between columns.
pg_hint_plan makes it possible to tweak execution plans using so-called “hints”, which are simple descriptions in the SQL comment of special form.
F.37.3. Description
F.37.3.1. Basic Usage
pg_hint_plan reads hinting phrases in a comment of special form given with the target SQL statement. The special form is beginning by the character sequence “/*+” and ends with “*/”. Hint phrases consist of hint name and following parameters enclosed in parentheses and delimited by spaces. Each hinting phrases can be delimited by new lines for readability.
In the example below, hash join is selected as the joining method and scanning pgbench_accounts by sequential scan method.
postgres=# /*+ postgres*# HashJoin(a b) postgres*# SeqScan(a) postgres*# */ postgres-# EXPLAIN SELECT * postgres-# FROM pgbench_branches b postgres-# JOIN pgbench_accounts a ON b.bid = a.bid postgres-# ORDER BY a.aid; QUERY PLAN --------------------------------------------------------------------------------------- Sort (cost=31465.84..31715.84 rows=100000 width=197) Sort Key: a.aid -> Hash Join (cost=1.02..4016.02 rows=100000 width=197) Hash Cond: (a.bid = b.bid) -> Seq Scan on pgbench_accounts a (cost=0.00..2640.00 rows=100000 width=97) -> Hash (cost=1.01..1.01 rows=1 width=100) -> Seq Scan on pgbench_branches b (cost=0.00..1.01 rows=1 width=100) (7 rows) postgres=#
F.37.4. The hint table
The above section mentions that hints are described in a comment of a special form. This is inconvenient if queries cannot be edited. For such cases, hints can be placed in a special table called hint_plan.hints
. The table consists of the following columns:
Column | Description |
---|---|
id | Unique number to identify a row for a hint. This column is filled automatically by sequence. |
norm_query_string | A pattern that matches the query to be hinted. Constants in the query have to be replaced with ? as in the example below. Whitespace is significant in the pattern. |
application_name | The value of application_name of sessions to apply the hint to. The hint in the example below applies to sessions connected from psql. An empty string means sessions with any application_name . |
hint | Hint phrase. This must be a series of hints excluding surrounding comment marks. |
The following example shows how to operate with the hint table.
postgres=# INSERT INTO hint_plan.hints(norm_query_string, application_name, hints) postgres-# VALUES ( postgres(# 'EXPLAIN (COSTS false) SELECT * FROM t1 WHERE t1.id = ?;', postgres(# 'psql', postgres(# 'SeqScan(t1)' postgres(# ); INSERT 0 1 postgres=# UPDATE hint_plan.hints postgres-# SET hints = 'IndexScan(t1)' postgres-# WHERE id = 1; UPDATE 1 postgres=# DELETE FROM hint_plan.hints postgres-# WHERE id = 1; DELETE 1 postgres=#
The hint table is owned by the creator user and has the default privileges at the time of creation, during CREATE EXTENSION
. Table hints are prioritized than comment hints.
F.37.4.1. The types of hints
Hinting phrases are classified into six types based on the kind of object and how they can affect planning: scanning methods, join methods, joining order, row number correction, parallel query, and GUC setting. You will see the lists of hint phrases of each type in Hint list (See Section F.37.10).
F.37.4.1.1. Hints for scan methods
Scan method hints enforce specific scanning method on the target table. pg_hint_plan recognizes the target table by alias names, if any. In this kind of hint, they are “SeqScan”, “IndexScan”, and so on.
Scan hints are effective on ordinary tables, inheritance tables, UNLOGGED
tables, temporary tables and system catalogs. External (foreign) tables, table functions, VALUES
clause, CTEs, views and subqueries are not affected.
postgres=# /*+ postgres*# SeqScan(t1) postgres*# IndexScan(t2 t2_pkey) postgres*# */ postgres-# SELECT * FROM table1 t1 JOIN table table2 t2 ON (t1.key = t2.key);
F.37.4.1.2. Hints for join methods
Join method hints enforce the join methods of the joins involving the specified tables.
This can affect joins only on ordinary tables, inheritance tables, UNLOGGED
tables, temporary tables, external (foreign) tables, system catalogs, table functions, VALUES
command results, and CTEs. But joins on views and subqueries are not affected.
F.37.4.1.3. Hint for joining order
The “Leading” hint enforces the order of join on two or more tables. There are two ways of enforcing. One is enforcing specific order of joining but not restricting direction at each join level:
postgres=# /*+ postgres*# NestLoop(t1 t2) postgres*# MergeJoin(t1 t2 t3) postgres*# Leading(t1 t2 t3) postgres*# */ postgres-# SELECT * FROM table1 t1 postgres-# JOIN table table2 t2 ON (t1.key = t2.key) postgres-# JOIN table table3 t3 ON (t2.key = t3.key);
Another way also enforces join direction. When the above join order is specified, the join direction chosen by the planner (outer table — inner table) may be different from the expected one. If you want to change the join direction in such a situation, use the following format:
postgres=# / * + Leading ((t1 (t2 t3))) * / SELECT ...
In this format, two elements enclosed in parentheses are nested, and within one parenthesis, the first element is the outer table, and the second element is the inner table.
For details, see Section F.37.10.
F.37.4.1.4. Hint for row number correction
The “Rows” hint corrects row number misestimation of joins that comes from restrictions of the planner.
postgres=# /*+ Rows(a b #10) */ SELECT... ; Sets rows of join result to 10 postgres=# /*+ Rows(a b +10) */ SELECT... ; Increments row number by 10 postgres=# /*+ Rows(a b -10) */ SELECT... ; Subtracts 10 from the row number. postgres=# /*+ Rows(a b *10) */ SELECT... ; Makes the number 10 times larger.
F.37.4.1.5. Hint for parallel plan
The “Parallel” hint enforces parallel execution configuration on scans. The third parameter specifies the strength of enforcement. “soft” means that pg_hint_plan only changes max_parallel_workers_per_gather
and leaves all others to the planner. “hard” changes other planner parameters so as to forcibly apply the number. This can affect ordinary tables, inheritance parents, unlogged tables and system catalog. External tables, table functions, VALUES
clause, CTEs, views and subqueries are not affected. Internal tables of a view can be specified by its real name/alias as the target object. The following example shows that the query is enforced differently on each table.
postgres=# explain /*+ Parallel(c1 3 hard) Parallel(c2 5 hard) */ SELECT c2.a FROM c1 JOIN c2 ON (c1.a = c2.a); QUERY PLAN ------------------------------------------------------------------------------- Hash Join (cost=2.86..11406.38 rows=101 width=4) Hash Cond: (c1.a = c2.a) -> Gather (cost=0.00..7652.13 rows=1000101 width=4) Workers Planned: 3 -> Parallel Seq Scan on c1 (cost=0.00..7652.13 rows=322613 width=4) -> Hash (cost=1.59..1.59 rows=101 width=4) -> Gather (cost=0.00..1.59 rows=101 width=4) Workers Planned: 5 -> Parallel Seq Scan on c2 (cost=0.00..1.59 rows=59 width=4) postgres=# EXPLAIN /*+ Parallel(tl 5 hard) */ SELECT sum(a) FROM tl; QUERY PLAN ----------------------------------------------------------------------------------- Finalize Aggregate (cost=693.02..693.03 rows=1 width=8) -> Gather (cost=693.00..693.01 rows=5 width=8) Workers Planned: 5 -> Partial Aggregate (cost=693.00..693.01 rows=1 width=8) -> Parallel Seq Scan on tl (cost=0.00..643.00 rows=20000 width=4)
F.37.4.1.6. GUC parameters temporarily setting
“Set” hint changes GUC parameters just while planning. GUC parameter shown in Section 19.7.2 can have the expected effects on planning unless any other hint conflicts with the planner method configuration parameters. The last one among hints on the same GUC parameter makes effect. GUC parameters for pg_hint_plan are also settable by this hint but it won't work as you expect.
postgres=# /*+ Set(random_page_cost 2.0) */ postgres-# SELECT * FROM table1 t1 WHERE key = 'value'; ...
F.37.4.2. GUC parameters for pg_hint_plan
GUC parameters described below affect the behavior of pg_hint_plan.
Table F.25. GUC Parameters
Parameter Name | Description | Default Value |
---|---|---|
pg_hint_plan.enable_hint | True enables pg_hint_plan. | on |
pg_hint_plan.enable_hint_table | True enables hinting by table. | on |
pg_hint_plan.parse_messages | Specifies the log level of hint parse error. Valid values are error , warning , notice , info , log , debug . | INFO |
pg_hint_plan.debug_print | Controls debug print and verbosity. Valid values are off , on , detailed , and verbose . | off |
pg_hint_plan.message_level | Specifies message level of debug print. Valid values are error , warning , notice , info , log , debug . | INFO |
F.37.5. Installation
The pg_hint_plan extension is provided together with Postgres Pro Enterprise as a separate pre-built package. For detailed package installation instructions, see Chapter 17. Once you have Postgres Pro Enterprise installed, activate pg_hint_plan:
postgres=# LOAD 'pg_hint_plan'; LOAD postgres=#
You can also load it globally by adding pg_hint_plan
to the shared_preload_libraries parameter in the postgresql.conf
file.
shared_preload_libraries = 'pg_hint_plan'
For automatic loading for specific sessions, use ALTER USER SET/ALTER DATABASE SET
.
Basically, pg_hint_plan does not require CREATE EXTENSION
but if you plan to use to use the hint table, create the extension and enable the enable_hint_table
parameter:
CREATE EXTENSION pg_hint_plan; SET pg_hint_plan.enable_hint_table TO on;
F.37.6. Details in hinting
F.37.6.1. Syntax and placement
pg_hint_plan reads hints from only the first block comment and any characters except alphabets, digits, spaces, underscores, commas and parentheses stop parsing immediately. In the following example HashJoin(a b)
and SeqScan(a)
are parsed as hints, but IndexScan(a)
and MergeJoin(a b)
are not.
postgres=# /*+ postgres*# HashJoin(a b) postgres*# SeqScan(a) postgres*# */ postgres-# /*+ IndexScan(a) */ postgres-# EXPLAIN SELECT /*+ MergeJoin(a b) */ * postgres-# FROM pgbench_branches b postgres-# JOIN pgbench_accounts a ON b.bid = a.bid postgres-# ORDER BY a.aid; QUERY PLAN --------------------------------------------------------------------------------------- Sort (cost=31465.84..31715.84 rows=100000 width=197) @@ -237,17 +285,56 @@ postgres-# ORDER BY a.aid; (7 rows) postgres=#
F.37.6.2. Using with PL/pgSQL
pg_hint_plan works for queries in PL/pgSQL scripts with some restrictions.
Hints affect only the following kinds of queries:
Queries that return one row. (
SELECT
,INSERT
,UPDATE
, andDELETE
)Queries that return multiple rows. (
RETURN QUERY
)Dynamic SQL statements. (
EXECUTE
)Cursor open. (
OPEN
)Loop over result of a query (
FOR
)
A hint comment have to be placed after the first word in a query as the following since preceding comments are not sent as a part of the query.
postgres=# CREATE FUNCTION hints_func(integer) RETURNS integer AS $$ postgres$# DECLARE postgres$# id integer; postgres$# cnt integer; postgres$# BEGIN postgres$# SELECT /*+ NoIndexScan(a) */ aid postgres$# INTO id FROM pgbench_accounts a WHERE aid = $1; postgres$# SELECT /*+ SeqScan(a) */ count(*) postgres$# INTO cnt FROM pgbench_accounts a; postgres$# RETURN id + cnt; postgres$# END; postgres$# $$ LANGUAGE plpgsql;
F.37.6.3. Letter case in object names
Unlike the way PostgreSQL handles object names, pg_hint_plan compares bare object names in hints against the database internal object names in a case-sensitive way. Therefore, an object name TBL
in a hint matches only “TBL” in database and does not match any unquoted names like TBL
, tbl
, or Tbl
.
F.37.6.4. Escaping special characters in object names
The objects as the hint parameter should be enclosed in double quotes if they includes parentheses, double quotes, and white spaces. The escaping rule is the same as in PostgreSQL.
F.37.6.5. Distinction between multiple occurrences of a table
pg_hint_plan identifies the target object by using aliases if exists. This behavior is usable to point a specific occurrence among multiple occurrences of one table.
postgres=# /*+ HashJoin(t1 t1) */ postgres-# EXPLAIN SELECT * FROM s1.t1 postgres-# JOIN public.t1 ON (s1.t1.id=public.t1.id); INFO: hint syntax error at or near "HashJoin(t1 t1)" DETAIL: Relation name "t1" is ambiguous. ... postgres=# /*+ HashJoin(pt st) */ postgres-# EXPLAIN SELECT * FROM s1.t1 st postgres-# JOIN public.t1 pt ON (st.id=pt.id); QUERY PLAN --------------------------------------------------------------------- Hash Join (cost=64.00..1112.00 rows=28800 width=8) Hash Cond: (st.id = pt.id) -> Seq Scan on t1 st (cost=0.00..34.00 rows=2400 width=4) -> Hash (cost=34.00..34.00 rows=2400 width=4) -> Seq Scan on t1 pt (cost=0.00..34.00 rows=2400 width=4)
F.37.6.6. Underlying tables of views or rules
Hints are not applicable on views itself, but they can affect the queries within if the object names match the object names in the expanded query on the view. Assigning aliases to the tables in a view enables them to be manipulated from outside of the view.
postgres=# CREATE VIEW v1 AS SELECT * FROM t2; postgres=# EXPLAIN /*+ HashJoin(t1 v1) */ SELECT * FROM t1 JOIN v1 ON (c1.a = v1.a); QUERY PLAN ------------------------------------------------------------------ Hash Join (cost=3.27..18181.67 rows=101 width=8) Hash Cond: (t1.a = t2.a) -> Seq Scan on t1 (cost=0.00..14427.01 rows=1000101 width=4) -> Hash (cost=2.01..2.01 rows=101 width=4) -> Seq Scan on t2 (cost=0.00..2.01 rows=101 width=4)
F.37.6.7. Inheritance tables
Hints can point only the parent of inheritance tables and the hint affect all the inheritance. Hints simultaneously point directly to children are not in effect.
F.37.6.8. Hinting on multistatements
One multistatement can have exactly one hint comment and the hint affects all of the individual statements in the multistatement. Notice that the seemingly multistatement on the interactive interface of psql is internally a sequence of single statements so hints affect only the statement just following.
F.37.6.9. VALUES expressions
VALUES
expressions in the FROM
clause are named as “*VALUES*” internally so it is hintable if it is the only VALUES
in a query. Two or more VALUES
expressions in a query seems distinguishable looking its explain result. But in reality it is mere a cosmetic and they are not distinguishable.
postgres=# /*+ MergeJoin(*VALUES*_1 *VALUES*) */ EXPLAIN SELECT * FROM (VALUES (1, 1), (2, 2)) v (a, b) JOIN (VALUES (1, 5), (2, 8), (3, 4)) w (a, c) ON v.a = w.a; INFO: pg_hint_plan: hint syntax error at or near "MergeJoin(*VALUES*_1 *VALUES*) " DETAIL: Relation name "*VALUES*" is ambiguous. QUERY PLAN ------------------------------------------------------------------------- Hash Join (cost=0.05..0.12 rows=2 width=16) Hash Cond: ("*VALUES*_1".column1 = "*VALUES*".column1) -> Values Scan on "*VALUES*_1" (cost=0.00..0.04 rows=3 width=8) -> Hash (cost=0.03..0.03 rows=2 width=8) -> Values Scan on "*VALUES*" (cost=0.00..0.03 rows=2 width=8)
F.37.7. Subqueries
Subqueries in the following context occasionally can be hinted using the name “ANY_subquery”.
IN (SELECT ... {LIMIT | OFFSET ...} ...) = ANY (SELECT ... {LIMIT | OFFSET ...} ...) = SOME (SELECT ... {LIMIT | OFFSET ...} ...)
For these syntaxes, planner internally assigns the name to the subquery when planning joins on tables including it, so join hints are applicable on such joins using the implicit name as follows:
postgres=# /*+HashJoin(a1 ANY_subquery)*/ postgres=# EXPLAIN SELECT * postgres=# FROM pgbench_accounts a1 postgres=# WHERE aid IN (SELECT bid FROM pgbench_accounts a2 LIMIT 10); QUERY PLAN --------------------------------------------------------------------------------------------- Hash Semi Join (cost=0.49..2903.00 rows=1 width=97) Hash Cond: (a1.aid = a2.bid) -> Seq Scan on pgbench_accounts a1 (cost=0.00..2640.00 rows=100000 width=97) -> Hash (cost=0.36..0.36 rows=10 width=4) -> Limit (cost=0.00..0.26 rows=10 width=4) -> Seq Scan on pgbench_accounts a2 (cost=0.00..2640.00 rows=100000 width=4)
F.37.7.1. Using IndexOnlyScan hint
Index scan may be unexpectedly performed on another index when the index specified in IndexOnlyScan hint cannot perform index-only scan.
F.37.7.2. Behavior of NoIndexScan
NoIndexScan hint involves NoIndexOnlyScan.
F.37.7.3. Parallel hint and UNION
A UNION can run in parallel only when all underlying subqueries are parallel-safe. Conversely, enforcing parallel on any of the subqueries lets a parallel-executable UNION run in parallel. Meanwhile, a parallel hint with zero workers inhibits a scan from being executed in parallel.
F.37.7.4. Setting pg_hint_plan parameters by Set hints
pg_hint_plan parameters change the behavior of itself so some parameters do not work as expected.
Hints to change
enable_hint
,enable_hint_table
are ignored even though they are reported as “used hints” in debug logs.Setting
debug_print
andmessage_level
works from midst of the processing of the target query.
F.37.8. Errors
pg_hint_plan stops parsing on any error and uses hints already parsed on the most cases. Followings are the typical errors.
F.37.8.1. Syntax errors
Any syntactical errors or wrong hint names are reported as an syntax error. These errors are reported in the server log with the message level which specified by pg_hint_plan.message_level if pg_hint_plan.debug_print is on or above.
F.37.8.2. Object misspecifications
Object misspecifications results silent ignorance of the hints. This kind of error is reported as “not used hints” in the server log by the same condition to syntax errors.
F.37.8.3. Redundant or conflicting hints
The last hint will be active when redundant hints or hints conflicting with each other. This kind of error is reported as “duplication hints” in the server log by the same condition to syntax errors.
F.37.8.4. Nested comments
Hint comment cannot include another block comment within. If pg_hint_plan finds it, differently from other errors, it stops parsing and abandons all hints already parsed. This kind of error is reported in the same manner as other errors.
F.37.9. Functional limitations
F.37.9.1. Influences of some of planner GUC parameters
The planner does not try to consider joining order for FROM clause entries more than from_collapse_limit. pg_hint_plan cannot affect joining order as expected for the case.
F.37.9.2. Hints trying to enforce inexecutable plans
Planner chooses any executable plans when the enforced plan cannot be executed.
FULL OUTER JOIN to use nested loop
To use indexes that does not have columns used in quals
To do TID scans for queries without ctid conditions
F.37.9.3. Queries in ECPG
ECPG removes comments in queries written as embedded SQL so hints cannot be passed from those queries. The only exception is that EXECUTE command passes given string unmodified. Please consider hint tables for this case.
F.37.9.4. Work with pg_stat_statements
pg_stat_statements generates a query ID ignoring comments. As the result, the identical queries with different hints are summarized as the same query.
F.37.10. Available Hints
The available hints are listed below.
Table F.26. Hints list
Group | Format | Description |
---|---|---|
Scan method | SeqScan(table ) | Forces sequential scan on the table. |
TidScan(table ) | Forces TID scan on the table. | |
IndexScan(table [ index ...]) | Forces index scan on the table. Restricts to specified indexes if any. | |
IndexOnlyScan(table [ index ...]) | Forces index only scan on the table. Restricts to specified indexes if any. Index scan may be used if index only scan is not available. | |
BitmapScan(table [ index ...]) | Forces bitmap scan on the table. Restricts to specified indexes if any. | |
IndexScanRegexp(table [ POSIX regexp ...]) | Forces index scan on the table. Restricts to indexes that match the specified POSIX regular expression. | |
IndexOnlyScanRegexp(table [ POSIX regexp ...]) | Forces index only scan on the table. Restricts to indexes that match the specified POSIX regular expression. | |
BitmapScanRegexp(table [ POSIX regexp ...]) | Forces bitmap scan on the table. Restricts to indexes that match the specified POSIX regular expression. | |
NoSeqScan(table ) | Forces not to do sequential scan on the table. | |
NoTidScan(table ) | Forces not to do TID scan on the table. | |
NoIndexScan(table ) | Forces not to do index scan and index only scan on the table. | |
NoIndexOnlyScan(table ) | Forces not to do index only scan on the table. | |
NoBitmapScan(table ) | Forces not to do bitmap scan on the table. | |
Join method | NestLoop(table table [ table ...]) | Forces nested loop for the joins with the specified tables. |
HashJoin(table table [ table ...]) | Forces hash join for the joins with the specified tables. | |
MergeJoin(table table [ table ...]) | Forces merge join for the joins with the specified tables. | |
NoNestLoop(table table [ table ...]) | Forces not to do nested loop for the joins with the specified tables. | |
NoHashJoin(table table [ table ...]) | Forces not to do hash join for the joins with the specified tables. | |
NoMergeJoin(table table [ table ...]) | Forces not to do merge join for the joins with the specified tables. | |
Join order | Leading(table table [ table ...]) | Forces join order as specified. |
Leading(<join pair> ) | Forces join order and directions as specified. A join pair is a pair of tables and/or other join pairs enclosed in parentheses, which can make a nested structure. | |
Row number correction | Rows(table table [ table ...] correction ) | Corrects row number of a result of the joins with the specified tables. The available correction methods are absolute (#<n>), addition (+<n>), subtraction (-<n>) and multiplication (*<n>). <n> should be a string that strtod() can read. |
Parallel query configuration | Parallel(table <# of workers> [soft|hard]) | Enforce or inhibit parallel execution of the specified table. <# of workers> is the desired number of parallel workers, where zero means inhibiting parallel execution. If the third parameter is soft (default), it just changes max_parallel_workers_per_gather and leaves everything else to the planner. The hard value enforces the specified number of workers. |
GUC | Set(GUC-parameter value ) | Set the GUC parameter to the value while planner is running. |