I have a table, d2, that has a field sacode that is almost always null. In fact the stanullfrac in pg_statistic for this column is 1. I have this index on my table:

"d2_sgcode_sacode_idx" btree (sgcode, sacode) WHERE sacode IS NOT NULL AND sacode > 0

The first version of my query wasn't using that index for some reason:

p10:owl=# explain select count(*) from d2 where d2.sgcode = 156 AND d2.sacode IN(2,1);
                                                 QUERY PLAN
-------------------------------------------------------------------------------------------------------------
 Aggregate  (cost=208074.99..208075.00 rows=1 width=0)
   ->  Bitmap Heap Scan on d2  (cost=175091.29..208074.99 rows=1 width=0)
         Recheck Cond: (sgcode = 156)
         Filter: (sacode = ANY ('{2,1}'::integer[]))
-> Bitmap Index Scan on d2_lower_username_sgcode_key (cost=0.00..175091.29 rows=9431 width=0)
               Index Cond: (sgcode = 156)
(6 rows)

Time: 0.531 ms

I accidentally stumbled upon the solution:

p10:owl=# explain select count(*) from d2 where d2.sgcode = 156 AND d2.sacode IN(2,1) and d2.sacode > 0;
                                             QUERY PLAN
----------------------------------------------------------------------------------------------------
 Aggregate  (cost=16.33..16.34 rows=1 width=0)
-> Index Scan using d2_sgcode_sacode_idx on d2 (cost=0.00..16.33 rows=1 width=0)
         Index Cond: ((sgcode = 156) AND (sacode > 0))
         Filter: (sacode = ANY ('{2,1}'::integer[]))
(4 rows)

Time: 0.710 ms

It seems that postgres can't figure out that it can use the index on sacode unless I put "d2.sacode > 0" in my where clause. It won't use the index if I use "d2.sacode >= 1", for example.

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