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aqo--1.2--1.3.sql
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ALTER TABLE public.aqo_data ADD COLUMN oids OID [] DEFAULT NULL;
--
-- Remove data, related to previously dropped tables, from the AQO tables.
--
CREATE OR REPLACE FUNCTION public.clean_aqo_data() RETURNS void AS $$
DECLARE
aqo_data_row aqo_data%ROWTYPE;
aqo_queries_row aqo_queries%ROWTYPE;
aqo_query_texts_row aqo_query_texts%ROWTYPE;
aqo_query_stat_row aqo_query_stat%ROWTYPE;
oid_var oid;
fspace_hash_var int;
delete_row boolean DEFAULT false;
BEGIN
RAISE NOTICE 'Cleaning aqo_data records';
FOR aqo_data_row IN (SELECT * FROM aqo_data)
LOOP
delete_row = false;
SELECT aqo_data_row.fspace_hash INTO fspace_hash_var FROM aqo_data;
IF (aqo_data_row.oids IS NOT NULL) THEN
FOREACH oid_var IN ARRAY aqo_data_row.oids
LOOP
IF NOT EXISTS (SELECT relname FROM pg_class WHERE oid = oid_var) THEN
delete_row = true;
END IF;
END LOOP;
END IF;
FOR aqo_queries_row IN (SELECT * FROM aqo_queries)
LOOP
IF (delete_row = true AND fspace_hash_var <> 0 AND
fspace_hash_var = aqo_queries_row.fspace_hash AND
aqo_queries_row.fspace_hash = aqo_queries_row.query_hash) THEN
DELETE FROM aqo_data WHERE aqo_data = aqo_data_row;
DELETE FROM aqo_queries WHERE aqo_queries = aqo_queries_row;
FOR aqo_query_texts_row IN (SELECT * FROM aqo_query_texts)
LOOP
DELETE FROM aqo_query_texts
WHERE aqo_query_texts_row.query_hash = fspace_hash_var AND
aqo_query_texts = aqo_query_texts_row;
END LOOP;
FOR aqo_query_stat_row IN (SELECT * FROM aqo_query_stat)
LOOP
DELETE FROM aqo_query_stat
WHERE aqo_query_stat_row.query_hash = fspace_hash_var AND
aqo_query_stat = aqo_query_stat_row;
END LOOP;
END IF;
END LOOP;
END LOOP;
END;
$$ LANGUAGE plpgsql;
CREATE OR REPLACE FUNCTION array_avg(arr double precision[]) RETURNS double precision as $$
BEGIN
RETURN (SELECT AVG(a) FROM UNNEST(arr) AS a);
END;
$$ LANGUAGE plpgsql;
CREATE OR REPLACE FUNCTION array_mse(arr double precision[]) RETURNS double precision as $$
DECLARE
mean double precision;
BEGIN
mean = array_avg(arr);
RETURN (SELECT AVG(POWER(a - mean, 2)) FROM UNNEST(arr) AS a);
END;
$$ LANGUAGE plpgsql;
--
-- Show top N of 'bad' queries.
--
-- The AQO extension must be installed, but disabled.
-- Strictly speaking, these functions shows 'query classes' that includes all
-- queries of the same structure. An query example of a class can be found in the
-- aqo_query_texts table.
-- This functions can be used to gentle search of 'bad' queries. User must set:
-- aqo.mode = 'disabled'
-- aqo.force_collect_stat = 'on'
--
--
-- Top of queries with the highest value of execution time.
--
CREATE OR REPLACE FUNCTION public.top_time_queries(n int)
RETURNS TABLE(num bigint,
fspace_hash int,
query_hash int,
execution_time float,
deviation float
)
AS $$
BEGIN
RAISE NOTICE 'Top % execution time queries', n;
RETURN QUERY
SELECT row_number() OVER(ORDER BY execution_time_without_aqo DESC) num,
aqo_queries.fspace_hash,
aqo_queries.query_hash,
to_char(array_avg(execution_time_without_aqo), '9.99EEEE')::float,
to_char(array_mse(execution_time_without_aqo), '9.99EEEE')::float
FROM aqo_queries INNER JOIN aqo_query_stat
ON aqo_queries.query_hash = aqo_query_stat.query_hash
GROUP BY (execution_time_without_aqo, aqo_queries.fspace_hash, aqo_queries.query_hash)
ORDER BY execution_time DESC LIMIT n;
END;
$$ LANGUAGE plpgsql;
--
-- Top of queries with largest value of total cardinality error.
--
CREATE OR REPLACE FUNCTION public.top_error_queries(n int)
RETURNS TABLE(num bigint,
fspace_hash int,
query_hash int,
error float,
deviation float
)
AS $$
BEGIN
RAISE NOTICE 'Top % cardinality error queries', n;
RETURN QUERY
SELECT row_number() OVER (ORDER BY cardinality_error_without_aqo DESC) num,
aqo_queries.fspace_hash,
aqo_queries.query_hash,
to_char(array_avg(cardinality_error_without_aqo), '9.99EEEE')::float,
to_char(array_mse(cardinality_error_without_aqo), '9.99EEEE')::float
FROM aqo_queries INNER JOIN aqo_query_stat
ON aqo_queries.query_hash = aqo_query_stat.query_hash
GROUP BY (cardinality_error_without_aqo, aqo_queries.fspace_hash, aqo_queries.query_hash)
ORDER BY error DESC LIMIT n;
END;
$$ LANGUAGE plpgsql;
--
-- Classes profiling machinery.
--
-- It is supported by two GUC's:
-- aqo.profile_classes - allocates shared memory for a profiling buffer. Can be
-- changed on startup only.
-- aqo.profile_enable - enables/disables profiling machinery. Can be changed by
-- any user.
--
--
-- Get classes profiling info. Use the aqo.profile_classes and
-- aqo.profile_enable GUC's to enable this feature.
--
CREATE OR REPLACE FUNCTION public.aqo_show_classes()
RETURNS TABLE (
query_hash integer, -- Query class identifier
execution_time float, -- Sum of execution times of all queries belong to a class.
counter integer -- Number of executions of queries of a class.
)
AS 'MODULE_PATHNAME', 'aqo_show_classes'
LANGUAGE C STRICT;
--
-- Clear classes profiling info.
--
CREATE OR REPLACE FUNCTION public.aqo_clear_classes()
RETURNS bigint
AS 'MODULE_PATHNAME', 'aqo_clear_classes'
LANGUAGE C STRICT;
-- Clean classes buffer on the extension creation.
SELECT public.aqo_clear_classes();