Find all `NaN` values in a postgresql database Numerics and floats can store NaN https://www.postgresql.org/docs/current/static/datatype-numeric.html

I have a working program with a PostgreSQL database that does not have any constraint about NaN. 

I want to know which fields of which tables contains NaN (looking at some schemas, not at public schema). 

Is there an automatic way to do that?

Later I add a constraint to that fields of that tables.
You may loop through the Information_schema.columns and check tables dynamically.

DO $$
DECLARE
rec RECORD;
v_found BOOLEAN ;
BEGIN

for rec IN (   SELECT column_name,table_name,table_schema 
               FROM  information_schema.columns 
             WHERE  data_type IN ( 'numeric', 'real', 'double precision' )  )
LOOP
   v_found := FALSE;
   EXECUTE format ( 'select TRUE  FROM %I.%I WHERE %I = %L LIMIT 1' ,rec.table_schema,rec.table_name,rec.column_name,'NaN') INTO v_found;

   IF v_found = TRUE
   THEN
        RAISE NOTICE 'Found Column %  in Table %.%' , rec.column_name,rec.table_schema,rec.table_name;
   END IF;

END LOOP;

END$$;


Testing

knayak=# create table x as select CAST( 'Nan' as NUMERIC) as n ;
SELECT 1


Result

NOTICE:  Found Column n  in Table x
DO