外键和主键的Postgres和索引

Question

Postgres会自动将索引放在外键和主键上吗？我该怎么说？是否有一个命令可以返回表中的所有索引？

Answer 1

PostgreSQL会自动在主键和唯一约束上创建索引，但不会在外键关系的引用端创建索引。

当Pg创建隐式索引时，它会发出NOTICE级别的消息，您可以在psql和/或系统日志中看到这些消息，这样您就可以看到它何时发生。在表的\d输出中也可以看到自动创建的索引。

documentation on unique indexes说：

  

PostgreSQL自动为每个唯一约束和主键约束创建索引以强制实现唯一性。因此，没有必要为主键列显式创建索引。

以及constraints上的文档说：

  

由于引用表中的行的DELETE或者a的UPDATE   引用列将需要扫描引用表   与旧值匹配的行，通常是一个好主意索引   引用列。因为这并不总是需要，而且有   关于如何索引，声明外键的许多选择   约束不会自动在引用上创建索引   列。

因此，如果需要，您必须自己在外键上创建索引。

请注意，如果您使用主外键（例如2 FK作为M-to-N表中的PK），您将拥有PK的索引，并且可能不需要创建任何额外索引。< / p>

虽然在引用端外键列上创建索引（或包括）通常是个好主意，但这不是必需的。您添加的每个索引都会略微降低DML操作的速度，因此您需要为每个INSERT，UPDATE或DELETE支付性能费用。如果指数很少使用，则可能不值得拥有。

Answer 2

如果要从程序中列出架构中所有表的索引，则所有信息都在目录中：

select
     n.nspname  as "Schema"
    ,t.relname  as "Table"
    ,c.relname  as "Index"
from
          pg_catalog.pg_class c
     join pg_catalog.pg_namespace n on n.oid        = c.relnamespace
     join pg_catalog.pg_index i     on i.indexrelid = c.oid
     join pg_catalog.pg_class t     on i.indrelid   = t.oid
where
        c.relkind = 'i'
    and n.nspname not in ('pg_catalog', 'pg_toast')
    and pg_catalog.pg_table_is_visible(c.oid)
order by
     n.nspname
    ,t.relname
    ,c.relname

如果您想进一步深入研究（例如列和排序），您需要查看pg_catalog.pg_index。使用psql -E [dbname]可以很方便地找出如何查询目录。

Answer 3

是 - 对于主键，否 - 对于外键（docs中的更多内容）。

\d <table_name>

"psql"中的

显示了包含其所有索引的表的描述。

Answer 4

此查询将列出外键上缺少的索引，original source。

-- check for FKs where there is no matching index
-- on the referencing side
-- or a bad index

WITH fk_actions ( code, action ) AS (
    VALUES ( 'a', 'error' ),
        ( 'r', 'restrict' ),
        ( 'c', 'cascade' ),
        ( 'n', 'set null' ),
        ( 'd', 'set default' )
),
fk_list AS (
    SELECT pg_constraint.oid as fkoid, conrelid, confrelid as parentid,
        conname, relname, nspname,
        fk_actions_update.action as update_action,
        fk_actions_delete.action as delete_action,
        conkey as key_cols
    FROM pg_constraint
        JOIN pg_class ON conrelid = pg_class.oid
        JOIN pg_namespace ON pg_class.relnamespace = pg_namespace.oid
        JOIN fk_actions AS fk_actions_update ON confupdtype = fk_actions_update.code
        JOIN fk_actions AS fk_actions_delete ON confdeltype = fk_actions_delete.code
    WHERE contype = 'f'
),
fk_attributes AS (
    SELECT fkoid, conrelid, attname, attnum
    FROM fk_list
        JOIN pg_attribute
            ON conrelid = attrelid
            AND attnum = ANY( key_cols )
    ORDER BY fkoid, attnum
),
fk_cols_list AS (
    SELECT fkoid, array_agg(attname) as cols_list
    FROM fk_attributes
    GROUP BY fkoid
),
index_list AS (
    SELECT indexrelid as indexid,
        pg_class.relname as indexname,
        indrelid,
        indkey,
        indpred is not null as has_predicate,
        pg_get_indexdef(indexrelid) as indexdef
    FROM pg_index
        JOIN pg_class ON indexrelid = pg_class.oid
    WHERE indisvalid
),
fk_index_match AS (
    SELECT fk_list.*,
        indexid,
        indexname,
        indkey::int[] as indexatts,
        has_predicate,
        indexdef,
        array_length(key_cols, 1) as fk_colcount,
        array_length(indkey,1) as index_colcount,
        round(pg_relation_size(conrelid)/(1024^2)::numeric) as table_mb,
        cols_list
    FROM fk_list
        JOIN fk_cols_list USING (fkoid)
        LEFT OUTER JOIN index_list
            ON conrelid = indrelid
            AND (indkey::int2[])[0:(array_length(key_cols,1) -1)] @> key_cols

),
fk_perfect_match AS (
    SELECT fkoid
    FROM fk_index_match
    WHERE (index_colcount - 1) <= fk_colcount
        AND NOT has_predicate
        AND indexdef LIKE '%USING btree%'
),
fk_index_check AS (
    SELECT 'no index' as issue, *, 1 as issue_sort
    FROM fk_index_match
    WHERE indexid IS NULL
    UNION ALL
    SELECT 'questionable index' as issue, *, 2
    FROM fk_index_match
    WHERE indexid IS NOT NULL
        AND fkoid NOT IN (
            SELECT fkoid
            FROM fk_perfect_match)
),
parent_table_stats AS (
    SELECT fkoid, tabstats.relname as parent_name,
        (n_tup_ins + n_tup_upd + n_tup_del + n_tup_hot_upd) as parent_writes,
        round(pg_relation_size(parentid)/(1024^2)::numeric) as parent_mb
    FROM pg_stat_user_tables AS tabstats
        JOIN fk_list
            ON relid = parentid
),
fk_table_stats AS (
    SELECT fkoid,
        (n_tup_ins + n_tup_upd + n_tup_del + n_tup_hot_upd) as writes,
        seq_scan as table_scans
    FROM pg_stat_user_tables AS tabstats
        JOIN fk_list
            ON relid = conrelid
)
SELECT nspname as schema_name,
    relname as table_name,
    conname as fk_name,
    issue,
    table_mb,
    writes,
    table_scans,
    parent_name,
    parent_mb,
    parent_writes,
    cols_list,
    indexdef
FROM fk_index_check
    JOIN parent_table_stats USING (fkoid)
    JOIN fk_table_stats USING (fkoid)
WHERE table_mb > 9
    AND ( writes > 1000
        OR parent_writes > 1000
        OR parent_mb > 10 )
ORDER BY issue_sort, table_mb DESC, table_name, fk_name;

Answer 5

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中对此的解释

  

索引外键

     

第一个功能是自动索引外键。大多数人错误地认为数据库索引   外键默认情况下。好吧，他们没有。主键是自动的   索引，但外键不是。这意味着任何基于的查询   外键将进行全表扫描。这是任何 OneToMany ，    ManyToMany 或 ElementCollection 关系，以及很多 OneToOne   关系和关于任何涉及连接或关系的关系的大多数查询   对象比较。这可能是一个主要的执行问题，你应该这样做   始终索引您的外键字段。

Answer 6

对于PRIMARY KEY，将使用以下消息创建索引：

NOTICE: CREATE TABLE / PRIMARY KEY will create implicit index "index" for table "table" 

对于FOREIGN KEY，如果referenc ed 表中没有索引，则不会创建约束。

不需要参考参考 ing 表的索引（尽管需要），因此不会隐式创建。

Answer 7

此功能基于Laurenz Albe在https://www.cybertec-postgresql.com/en/index-your-foreign-key/的工作，列出了所有缺少索引的外键。显示了表的大小，对于小表，扫描性能可能优于索引1。

--
-- function:    fkeys_missing_indexes
-- purpose:     list all foreing keys in the database without and index in the source table.
-- author:      Laurenz Albe
-- see:         https://www.cybertec-postgresql.com/en/index-your-foreign-key/
--
create or replace function oftool_fkey_missing_indexes () 
returns table (
  src_table     regclass,
  fk_columns    varchar,
  table_size    varchar,
  fk_constraint name,
  dst_table     regclass
)
as $$
select
  -- source table having ta foreign key declaration
  tc.conrelid::regclass as src_table,
  
  -- ordered list of foreign key columns
  string_agg(ta.attname, ',' order by tx.n) as fk_columns,
  
  -- source table size
  pg_catalog.pg_size_pretty (
    pg_catalog.pg_relation_size(tc.conrelid)
  ) as table_size,
  
  -- name of the foreign key constraint
  tc.conname as fk_constraint,
  
  -- name of the target or destination table
  tc.confrelid::regclass as dst_table
  
from pg_catalog.pg_constraint tc

-- enumerated key column numbers per foreign key
cross join lateral unnest(tc.conkey) with ordinality as tx(attnum, n)

-- name for each key column
join pg_catalog.pg_attribute ta on ta.attnum = tx.attnum and ta.attrelid = tc.conrelid

where not exists (
  -- is there ta matching index for the constraint?
  select 1 from pg_catalog.pg_index i
  where 
    i.indrelid = tc.conrelid and 
    -- the first index columns must be the same as the key columns, but order doesn't matter
    (i.indkey::smallint[])[0:cardinality(tc.conkey)-1] @> tc.conkey) and 
    tc.contype = 'f'
  group by 
    tc.conrelid, 
    tc.conname, 
    tc.confrelid
  order by 
    pg_catalog.pg_relation_size(tc.conrelid) desc;
$$ language sql;

以这种方式进行测试

select * from oftool_fkey_missing_indexes();

您会看到这样的列表。

fk_columns            |table_size|fk_constraint                     |dst_table        |
----------------------|----------|----------------------------------|-----------------|
id_group              |0 bytes   |fk_customer__group                |im_group         |
id_product            |0 bytes   |fk_cart_item__product             |im_store_product |
id_tax                |0 bytes   |fk_order_tax_resume__tax          |im_tax           |
id_product            |0 bytes   |fk_order_item__product            |im_store_product |
id_tax                |0 bytes   |fk_invoice_tax_resume__tax        |im_tax           |
id_product            |0 bytes   |fk_invoice_item__product          |im_store_product |
id_article,locale_code|0 bytes   |im_article_comment_id_article_fkey|im_article_locale|

Answer 8

这里是一个批处理脚本，它生成 SQL 以使用@sergeyB 的 SQL 为缺少的外键索引创建索引。

#!/bin/bash

read -r -d '' SQL <<EOM

WITH fk_actions ( code, action ) AS (
    VALUES ( 'a', 'error' ),
        ( 'r', 'restrict' ),
        ( 'c', 'cascade' ),
        ( 'n', 'set null' ),
        ( 'd', 'set default' )
),
fk_list AS (
    SELECT pg_constraint.oid as fkoid, conrelid, confrelid as parentid,
        conname, relname, nspname,
        fk_actions_update.action as update_action,
        fk_actions_delete.action as delete_action,
        conkey as key_cols
    FROM pg_constraint
        JOIN pg_class ON conrelid = pg_class.oid
        JOIN pg_namespace ON pg_class.relnamespace = pg_namespace.oid
        JOIN fk_actions AS fk_actions_update ON confupdtype = fk_actions_update.code
        JOIN fk_actions AS fk_actions_delete ON confdeltype = fk_actions_delete.code
    WHERE contype = 'f'
),
fk_attributes AS (
    SELECT fkoid, conrelid, attname, attnum
    FROM fk_list
        JOIN pg_attribute
            ON conrelid = attrelid
            AND attnum = ANY( key_cols )
    ORDER BY fkoid, attnum
),
fk_cols_list AS (
    SELECT fkoid, array_to_string(array_agg(attname), ':') as cols_list
    FROM fk_attributes
    GROUP BY fkoid
),
index_list AS (
    SELECT indexrelid as indexid,
        pg_class.relname as indexname,
        indrelid,
        indkey,
        indpred is not null as has_predicate,
        pg_get_indexdef(indexrelid) as indexdef
    FROM pg_index
        JOIN pg_class ON indexrelid = pg_class.oid
    WHERE indisvalid
),
fk_index_match AS (
    SELECT fk_list.*,
        indexid,
        indexname,
        indkey::int[] as indexatts,
        has_predicate,
        indexdef,
        array_length(key_cols, 1) as fk_colcount,
        array_length(indkey,1) as index_colcount,
        round(pg_relation_size(conrelid)/(1024^2)::numeric) as table_mb,
        cols_list
    FROM fk_list
        JOIN fk_cols_list USING (fkoid)
        LEFT OUTER JOIN index_list
            ON conrelid = indrelid
            AND (indkey::int2[])[0:(array_length(key_cols,1) -1)] @> key_cols

),
fk_perfect_match AS (
    SELECT fkoid
    FROM fk_index_match
    WHERE (index_colcount - 1) <= fk_colcount
        AND NOT has_predicate
        AND indexdef LIKE '%USING btree%'
),
fk_index_check AS (
    SELECT 'no index' as issue, *, 1 as issue_sort
    FROM fk_index_match
    WHERE indexid IS NULL
    UNION ALL
    SELECT 'questionable index' as issue, *, 2
    FROM fk_index_match
    WHERE indexid IS NOT NULL
        AND fkoid NOT IN (
            SELECT fkoid
            FROM fk_perfect_match)
),
parent_table_stats AS (
    SELECT fkoid, tabstats.relname as parent_name,
        (n_tup_ins + n_tup_upd + n_tup_del + n_tup_hot_upd) as parent_writes,
        round(pg_relation_size(parentid)/(1024^2)::numeric) as parent_mb
    FROM pg_stat_user_tables AS tabstats
        JOIN fk_list
            ON relid = parentid
),
fk_table_stats AS (
    SELECT fkoid,
        (n_tup_ins + n_tup_upd + n_tup_del + n_tup_hot_upd) as writes,
        seq_scan as table_scans
    FROM pg_stat_user_tables AS tabstats
        JOIN fk_list
            ON relid = conrelid
)
SELECT relname as table_name,
    cols_list
FROM fk_index_check
    JOIN parent_table_stats USING (fkoid)
    JOIN fk_table_stats USING (fkoid)
ORDER BY issue_sort, table_mb DESC, table_name;
EOM

DB_NAME="dbname"
DB_USER="dbuser"
DB_PASSWORD="dbpass"
DB_HOSTNAME="hostname"
DB_PORT=5432

export PGPASSWORD="$DB_PASSWORD"
psql -h $DB_HOSTNAME -p $DB_PORT -U $DB_USER -d $DB_NAME -t -A -F"," -c "$SQL" | while read -r line; do
  IFS=','
  parts=($line)
  unset IFS
  tableName=${parts[0]}
  colsList=${parts[1]}

  indexName="${tableName}_${colsList//:/_}_index"
  printf -- "\n--Index: %s\nDROP INDEX IF EXISTS %s;\n
CREATE INDEX %s\n\t\tON %s USING btree\n\t(%s);
  " "$indexName" "$indexName" "$indexName" "$tableName" "$colsList"
done