Performance

Ingestion measurements

Below are the results of ingesting one dataset using various tilings and postgres parameters.

The dataset is 150 png rgb images of size 1024x608, so that each image is 1867776 bytes uncompressed, or 280 MB.

Regular tiling

Tiling scheme	Tile size	Import time	DB size before	DB size after	BLOBs size	BLOBs size2
0:31,0:31,0:149	460800	84 minutes	184M	18404M	267 MB	18 GB

PostgreSQL tips

Total size of BLOBs

BLOBs are stored in the pg_largeobject in postgres. Each BLOB is divided into rows (pages) of 2048 bytes typically. More info ​here

Query below computes the space that all BLOBs take.

SELECT pg_size_pretty(count(loid) * 2048) FROM pg_largeobject;

Size of individual BLOBs

SELECT 	loid,
        pg_size_pretty(count(*) * 2048)
FROM pg_catalog.pg_largeobject
GROUP BY loid
ORDER BY count(*) DESC;

Size of tables

SELECT tablename,
       pg_size_pretty(size) AS size_pretty,
       pg_size_pretty(total_size) AS total_size_pretty
FROM (SELECT *, pg_relation_size(schemaname||'.'||tablename) AS size,
                pg_total_relation_size(schemaname||'.'||tablename) AS total_size
      FROM pg_tables) AS TABLES
WHERE TABLES.schemaname = 'public'
ORDER BY total_size DESC;