I am looking for advice on a performance problem. I'm pretty sure that the culprit of my slow performance is a view that is several hundred million records in size. Because it is a view, I can only index the underlying table, but because the view generates an "un-pivoted" version of the underlying table with un unnest function, I can't index the important column in the underlying table, because it doesn't exist until after the un-pivot or stacking function of the view… I know… this is all very circular.
Here is the join query that uses the view. I have
SELECT
data_key.site, data_key.canopy, data_key.measurement_interval, data_key.treatment_code, data_key.treatment_abbr, data_key.plot, fifteen_min_stacked_view.*
FROM
data_key, fifteen_min_stacked_view WHERE data_key.variable_channel = fifteen_min_stacked_view.variable AND data_key.block_name = fifteen_min_stacked_view.block_name AND fifteen_min_stacked_view.variable ~ 'tsoil'
I have tried adding indexes where I can on the join colums in the data_key table
Here is the EXPLAIN.
QUERY PLAN
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hash Join (cost=195.20..548004.70 rows=196 width=192) (actual time=3.295..443523.222 rows=28779376 loops=1)
Hash Cond: ((fifteen_min_stacked_propper.variable = (data_key.variable_channel)::text) AND ((fifteen_min_stacked_propper.block_name)::text = (data_key.block_name)::text))
-> Subquery Scan on fifteen_min_stacked_propper (cost=0.00..547620.47 rows=2878 width=156) (actual time=0.247..424911.643 rows=28779376 loops=1)
Filter: (fifteen_min_stacked_propper.variable ~ 'tsoil'::text)
-> Index Scan using fifteen_min_pkey on fifteen_min (cost=0.00..525136.58 rows=1798711 width=1072) (actual time=0.034..96077.588 rows=428093218 loops=1)
-> Hash (cost=124.28..124.28 rows=4728 width=55) (actual time=3.036..3.036 rows=4728 loops=1)
Buckets: 1024 Batches: 1 Memory Usage: 437kB
-> Seq Scan on data_key (cost=0.00..124.28 rows=4728 width=55) (actual time=0.007..1.277 rows=4728 loops=1)
Total runtime: 444912.792 ms
(9 rows)
Any ideas would be much appreciated
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