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index_advisor--0.1.0.sql
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index_advisor--0.1.0.sql
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create type index_advisor_output as (
index_statements text[],
startup_cost_before jsonb,
startup_cost_after jsonb,
total_cost_before jsonb,
total_cost_after jsonb
);
create function index_advisor(
query text
)
returns table (
startup_cost_before jsonb,
startup_cost_after jsonb,
total_cost_before jsonb,
total_cost_after jsonb,
index_statements text[]
)
volatile
language plpgsql
as $$
declare
n_args int;
prepared_statement_name text = 'index_advisor_working_statement';
hypopg_schema_name text = (select extnamespace::regnamespace::text from pg_extension where extname = 'hypopg');
explain_plan_statement text;
rec record;
plan_initial jsonb;
plan_final jsonb;
statements text[] = '{}';
begin
-- Disallow multiple statements
if query ilike '%;%' then
raise exception 'query must not contain a semicolon';
end if;
-- Hack to support PostgREST because the prepared statement for args incorrectly defaults to text
query := replace(query, 'WITH pgrst_payload AS (SELECT $1 AS json_data)', 'WITH pgrst_payload AS (SELECT $1::json AS json_data)');
-- Create a prepared statement for the given query
deallocate all;
execute format('prepare %I as %s', prepared_statement_name, query);
-- Detect how many arguments are present in the prepared statement
n_args = (
select
coalesce(array_length(parameter_types, 1), 0)
from
pg_prepared_statements
where
name = prepared_statement_name
limit
1
);
-- Create a SQL statement that can be executed to collect the explain plan
explain_plan_statement = format(
'set local plan_cache_mode = force_generic_plan; explain (format json) execute %I%s',
--'explain (format json) execute %I%s',
prepared_statement_name,
case
when n_args = 0 then ''
else format(
'(%s)', array_to_string(array_fill('null'::text, array[n_args]), ',')
)
end
);
-- Store the query plan before any new indexes
execute explain_plan_statement into plan_initial;
-- Create possible indexes
for rec in (
with extension_regclass as (
select
distinct objid as oid
from
pg_depend
where
deptype = 'e'
)
select
pc.relnamespace::regnamespace::text as schema_name,
pc.relname as table_name,
pa.attname as column_name,
format(
'select %I.hypopg_create_index($i$create index on %I.%I(%I)$i$)',
hypopg_schema_name,
pc.relnamespace::regnamespace::text,
pc.relname,
pa.attname
) hypopg_statement
from
pg_catalog.pg_class pc
join pg_catalog.pg_attribute pa
on pc.oid = pa.attrelid
left join extension_regclass er
on pc.oid = er.oid
left join pg_index pi
on pc.oid = pi.indrelid
and (select array_agg(x) from unnest(pi.indkey) v(x)) = array[pa.attnum]
and pi.indexprs is null -- ignore expression indexes
and pi.indpred is null -- ignore partial indexes
where
pc.relnamespace::regnamespace::text not in ( -- ignore schema list
'pg_catalog', 'pg_toast', 'information_schema'
)
and er.oid is null -- ignore entities owned by extensions
and pc.relkind in ('r', 'm') -- regular tables, and materialized views
and pc.relpersistence = 'p' -- permanent tables (not unlogged or temporary)
and pa.attnum > 0
and not pa.attisdropped
and pi.indrelid is null
)
loop
-- Create the hypothetical index
execute rec.hypopg_statement;
end loop;
/*
for rec in select * from hypopg()
loop
raise notice '%', rec;
end loop;
*/
-- Create a prepared statement for the given query
-- The original prepared statement MUST be dropped because its plan is cached
execute format('deallocate %I', prepared_statement_name);
execute format('prepare %I as %s', prepared_statement_name, query);
-- Store the query plan after new indexes
execute explain_plan_statement into plan_final;
--raise notice '%', plan_final;
-- Idenfity referenced indexes in new plan
execute format(
'select
coalesce(array_agg(hypopg_get_indexdef(indexrelid) order by indrelid, indkey::text), $i${}$i$::text[])
from
%I.hypopg()
where
%s ilike ($i$%%$i$ || indexname || $i$%%$i$)
',
hypopg_schema_name,
quote_literal(plan_final)::text
) into statements;
-- Reset all hypothetical indexes
perform hypopg_reset();
-- Reset prepared statements
deallocate all;
return query values (
(plan_initial -> 0 -> 'Plan' -> 'Startup Cost'),
(plan_final -> 0 -> 'Plan' -> 'Startup Cost'),
(plan_initial -> 0 -> 'Plan' -> 'Total Cost'),
(plan_final -> 0 -> 'Plan' -> 'Total Cost'),
statements::text[]
);
end;
$$;