I find this pretty intuitive:
If you dont care about function overloading, then use this.
DO $$
begin
PERFORM proname "name" FROM pg_proc WHERE proname LIKE 'summary_stats';
IF NOT FOUND THEN
CREATE OR REPLACE FUNCTION summary_stats(col TEXT, tbl TEXT)
RETURNS TABLE (
"name" TEXT,
"min" NUMERIC,
"max" NUMERIC,
"mean" NUMERIC,
"sd" NUMERIC
)
AS $func$
BEGIN
RETURN QUERY EXECUTE FORMAT('SELECT
''%1$I''::text AS "name",
ROUND(MIN(%1$I),5) "min",
ROUND(MAX(%1$I),5) "max",
ROUND(AVG(%1$I), 5) "mean",
ROUND(stddev(%1$I), 5) "sd"
FROM %2$I', col, tbl);
END
$func$
LANGUAGE 'plpgsql';
END IF;
END $$;
SELECT * FROM summary_stats('dividend', 'company_ratings')
But if you care about overloading, it gets more complicated:
DO $$
DECLARE
this_func_name TEXT := 'summary_stats';
this_func_nargs SMALLINT := 2;
this_func_arg_names text[] := ARRAY['col', 'tbl'];
same_arg_count BOOLEAN;
same_arg_names BOOLEAN;
found_funcs INTEGER;
BEGIN
CREATE TEMP TABLE procs AS with tbl AS (
SELECT
oid id,
proname "name",
pronargs "nargs",
unnest(proargnames) "argnames"
FROM
pg_proc
WHERE proname LIKE 'summary_stats'
ORDER BY "id", "nargs"
)
SELECT
"name",
(array_agg(DISTINCT "nargs"))[1] "nargs",
(array_agg("argnames"))[1:"nargs"] "argnames"
FROM tbl
GROUP BY "id", "name", "nargs"
ORDER BY "id", "nargs";
found_funcs := (SELECT COUNT(*)::INTEGER FROM procs);
same_arg_count := EXISTS(SELECT name FROM procs WHERE "nargs" = this_func_nargs);
same_arg_names := EXISTS(SELECT name FROM procs WHERE "argnames" = this_func_arg_names);
IF found_funcs = 0 OR same_arg_count = false OR same_arg_names = false THEN
RAISE NOTICE 'CREATED FUNCTION ''%''', this_func_name;
CREATE OR REPLACE FUNCTION summary_stats(col TEXT, tbl TEXT)
RETURNS TABLE (
"name" TEXT,
"min" NUMERIC,
"max" NUMERIC,
"mean" NUMERIC,
"sd" NUMERIC
)
AS $func$
BEGIN
RETURN QUERY EXECUTE FORMAT('SELECT
''%1$I''::text AS "name",
ROUND(MIN(%1$I),5) "min",
ROUND(MAX(%1$I),5) "max",
ROUND(AVG(%1$I), 5) "mean",
ROUND(stddev(%1$I), 5) "sd"
FROM %2$I', col, tbl);
END
$func$
LANGUAGE 'plpgsql';
END IF;
DROP TABLE procs;
END $$;
SELECT * FROM summary_stats('dividend', 'company_ratings')
This function calculates the min, max, mean and sd of a column: col TEXT of a given table tbl TEXT.
If the function is not found in the PERFORM proname... line, it creates.
If the function is found, it skips the creation and simply runs it.
The output will always be:
+-----------+----------+---------+---------+---------+
| name | min | max | mean | sd |
+-----------+----------+---------+---------+---------+
| "dividend | -0.59737 | 0.72279 | 0.00374 | 0.12645 |
+-----------+----------+---------+---------+---------+