Re: Index Scan Backward Slow

From: Evgeniy Shishkin <itparanoia(at)gmail(dot)com>
To: David Osborne <david(at)qcode(dot)co(dot)uk>
Cc: pgsql-performance(at)postgresql(dot)org
Subject: Re: Index Scan Backward Slow
Date: 2015-05-01 10:59:02
Message-ID: ED80026F-9A71-4838-8A5F-8B92878FB3DB@gmail.com
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> On 01 May 2015, at 13:54, David Osborne <david(at)qcode(dot)co(dot)uk> wrote:
>
> Hi,
>
> We have a query which finds the latest row_id for a particular code.
>
> We've found a backwards index scan is much slower than a forward one, to the extent that disabling indexscan altogether actually improves the query time.
>
> Can anyone suggest why this might be, and what's best to do to improve the query time?
>
>
>
> dev=> \d table
> Table "public.table"
> Column | Type | Modifiers
> --------------+--------------------------------+-----------
> row_id | integer |
> code | character(2) |
> Indexes:
> "table_code_idx" btree (code)
> "table_row_idx" btree (row_id)
>
> dev=> select count(*) from table;
> count
> ---------
> 6090254
> (1 row)
>
> dev=> select count(distinct(row_id)) from table;
> count
> ---------
> 5421022
> (1 row)
>
> dev=> select n_distinct from pg_stats where tablename='table' and attname='row_id';
> n_distinct
> ------------
> -0.762951
> (1 row)
>
> dev=> show work_mem;
> work_mem
> -----------
> 1249105kB
> (1 row)
>
> dev=> select version();
> version
> --------------------------------------------------------------------------------------------------------------
> PostgreSQL 9.3.6 on x86_64-unknown-linux-gnu, compiled by gcc (GCC) 4.6.3 20120306 (Red Hat 4.6.3-2), 64-bit
> (1 row)
>
>
> The query in question:
>
> dev=> explain (analyse,buffers) select row_id as last_row_id from table where code='XX' order by row_id desc limit 1;
> QUERY PLAN
> --------------------------------------------------------------------------------------------------------------------------------------------------------------
> Limit (cost=0.43..1.67 rows=1 width=4) (actual time=835.281..835.282 rows=1 loops=1)
> Buffers: shared hit=187961
> -> Index Scan Backward using table_row_idx on table (cost=0.43..343741.98 rows=278731 width=4) (actual time=835.278..835.278 rows=1 loops=1)
> Filter: (code = 'XX'::bpchar)
> Rows Removed by Filter: 4050971
> Buffers: shared hit=187961
> Total runtime: 835.315 ms
> (7 rows)
>
> http://explain.depesz.com/s/uGC
>
>
> So we can see it's doing a backwards index scan. Out of curiosity I tried a forward scan and it was MUCH quicker:
>
> dev=> explain (analyse,buffers) select row_id as first_row_id from table where code='XX' order by row_id asc limit 1;
> QUERY PLAN
> ---------------------------------------------------------------------------------------------------------------------------------------------------
> Limit (cost=0.43..1.67 rows=1 width=4) (actual time=19.473..19.474 rows=1 loops=1)
> Buffers: shared hit=26730
> -> Index Scan using table_row_idx on table (cost=0.43..343741.98 rows=278731 width=4) (actual time=19.470..19.470 rows=1 loops=1)
> Filter: (code = 'XX'::bpchar)
> Rows Removed by Filter: 62786
> Buffers: shared hit=26730
> Total runtime: 19.509 ms
> (7 rows)
>
> http://explain.depesz.com/s/ASxD
>
>
> I thought adding a index on row_id desc might be the answer but it has little effect:
>
> dev=> create index row_id_desc_idx on table(row_id desc);
> CREATE INDEX
> Time: 5293.812 ms
>
> dev=> explain (analyse,buffers) select row_id as last_row_id from table where code='XX' order by row_id desc limit 1;
> QUERY PLAN
> ------------------------------------------------------------------------------------------------------------------------------------------------------------
> Limit (cost=0.43..1.66 rows=1 width=4) (actual time=944.666..944.667 rows=1 loops=1)
> Buffers: shared hit=176711 read=11071
> -> Index Scan using row_id_desc_idx on table (cost=0.43..342101.98 rows=278731 width=4) (actual time=944.663..944.663 rows=1 loops=1)
> Filter: (code = 'XX'::bpchar)
> Rows Removed by Filter: 4050971
> Buffers: shared hit=176711 read=11071
> Total runtime: 944.699 ms
> (7 rows)
>
> http://explain.depesz.com/s/JStM
>
> In fact, disabling the index scan completely improves matters considerably:
>
> dev=> drop index row_id_desc_idx;
> DROP INDEX
> dev=> set enable_indexscan to off;
> SET
>
> dev=> explain (analyse,buffers) select row_id as last_row_id from table where code='XX' order by row_id desc limit 1;
> QUERY PLAN
> --------------------------------------------------------------------------------------------------------------------------------------------------------
> Limit (cost=74006.39..74006.39 rows=1 width=4) (actual time=183.997..183.998 rows=1 loops=1)
> Buffers: shared hit=14723
> -> Sort (cost=74006.39..74703.22 rows=278731 width=4) (actual time=183.995..183.995 rows=1 loops=1)
> Sort Key: row_id
> Sort Method: top-N heapsort Memory: 25kB
> Buffers: shared hit=14723
> -> Bitmap Heap Scan on table (cost=5276.60..72612.74 rows=278731 width=4) (actual time=25.533..119.320 rows=275909 loops=1)
> Recheck Cond: (code = 'XX'::bpchar)
> Buffers: shared hit=14723
> -> Bitmap Index Scan on table_code_idx (cost=0.00..5206.91 rows=278731 width=0) (actual time=23.298..23.298 rows=275909 loops=1)
> Index Cond: (code = 'XX'::bpchar)
> Buffers: shared hit=765
> Total runtime: 184.043 ms
> (13 rows)
>
> http://explain.depesz.com/s/E9VE

Your queries are slow not because of backward scan.
They are slow because of Rows Removed by Filter: 4050971

Try creating index on (code, row_id).

>
> Thanks in advance for any help.
>
> Regards,
> --
> David Osborne
> Qcode Software Limited
> http://www.qcode.co.uk
>

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