I am trying to record the following entries into a table. I'm curious to know if there's an efficient/effective way of doing this? This entries come from an ancient datalogger (note: separated by space and uses YY/MM/DD format to record date) Plain file sample.dat 3665 OK BS 07/08/16 07:28 3665 CC BS 07/08/16 07:29 3665 CS BS 07/08/16 07:29 3665 CS BS 07/08/16 07:29 4532 OK BS 07/08/16 07:34 4004 OK BS 07/08/16 07:51 3991 OK BS 07/08/16 07:54 This is the table that I'm adding the entries to CREATE TABLE maintenance ( maintenance_id SERIAL PRIMARY KEY, meter_id integer, status text, inspector text, inspection_date timestamp with time zone, ) -- Begin SQL Script -- First table to dump the records in CREATE TABLE dataload1 (data text) -- Dump records using \copy \copy dataload1 FROM sample.dat -- Second table to import unique records ONLY CREATE TABLE dataload2 AS SELECT DISTINCT data FROM dataload1; -- Now I update unique records into the maintenance table -- maintenance_id is SERIAL so it will be populated automatically INSERT INTO maintenance(meter_id, status, inspector, inspection_date) SELECT substr("data", 1, 4)::int , substr("data", 8, 3) , substr("data", 21, 2) , (20||substr("data", 24, 2) ||'-'|| substr("data", 27, 2) ||'-'|| substr("data", 30, 2)||' '||substr("data", 33, 5))::timestamp as inspection_date FROM dataload2 -- So the new records will also be in timestamp order ORDER BY inspection_date ; -- Some housekeeping VACUUM FULL VERBOSE ANALYZE maintenance; -- Finally, drop the temporary tables DROP TABLE dataload1 DROP TABLE dataload2 -- End SQL script Any thoughts and suggestions welcome. ---------------------------(end of broadcast)--------------------------- TIP 6: explain analyze is your friend