set max_parallel_workers_per_gather=0; select setseed(0.42); \timing \echo create test table tb_test_bitmaps create temp table tb_test_bitmaps as select id,rb_build_agg((random()*10000000)::int) bitmap from generate_series(1,100)id, generate_series(1,100000)b group by id; -- tb_gbs_bitmaps_gap: 10 bitmaps, each with 400000 elements, with an average -- spacing of G between consecutive elements. \echo create test tables tb_gbs_bitmaps_gap* create temp table tb_gbs_bitmaps_gap1 as select id, rb_build_agg(n::int) bitmap from generate_series(1,10) id, generate_series(1,400000) n group by id; create temp table tb_gbs_bitmaps_gap2 as select id, rb_build_agg(v::int) bitmap from ( select id, sum(gap) over (partition by id order by n) as v from ( select id, n, 1 + (random()*(2*2-1))::int as gap from generate_series(1,10) id, generate_series(1,400000) n ) g ) t group by id; create temp table tb_gbs_bitmaps_gap16 as select id, rb_build_agg(v::int) bitmap from ( select id, sum(gap) over (partition by id order by n) as v from ( select id, n, 1 + (random()*(2*16-1))::int as gap from generate_series(1,10) id, generate_series(1,400000) n ) g ) t group by id; create temp table tb_gbs_bitmaps_gap64 as select id, rb_build_agg(v::int) bitmap from ( select id, sum(gap) over (partition by id order by n) as v from ( select id, n, 1 + (random()*(2*64-1))::int as gap from generate_series(1,10) id, generate_series(1,400000) n ) g ) t group by id; create temp table tb_gbs_bitmaps_gap1024 as select id, rb_build_agg(v::int) bitmap from ( select id, sum(gap) over (partition by id order by n) as v from ( select id, n, 1 + (random()*(2*1024-1))::int as gap from generate_series(1,10) id, generate_series(1,400000) n ) g ) t group by id; \timing select now() time_start \gset \echo rb_and_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_and(ra1,ra2) from t,generate_series(1,100) id; \echo rb_and_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_and(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_or_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_or(ra1,ra2) from t,generate_series(1,100) id; \echo rb_or_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_or(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_xor_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_xor(ra1,ra2) from t,generate_series(1,100) id; \echo rb_xor_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_xor(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_andnot_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_andnot(ra1,ra2) from t,generate_series(1,100) id; \echo rb_andnot_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_andnot(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_add explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_add(ra1,id) from t,generate_series(1,1000)id; \echo rb_contains_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_contains(ra1,ra2) from t,generate_series(1,100); \echo rb_contains_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_contains(ra1,ra2) from t,generate_series(1,1000); \echo rb_contains_3 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_contains(ra1,id) from t,generate_series(1,1000)id; \echo rb_intersect_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_intersect(ra1,ra2) from t,generate_series(1,100) id; \echo rb_intersect_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_intersect(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_equals_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_equals(ra1,ra2) from t,generate_series(1,100) id; \echo rb_equals_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_equals(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_andnot_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_andnot(ra1,ra2) from t,generate_series(1,100) id; \echo rb_andnot_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_andnot(ra1,ra2) from t,generate_series(1,1000) id; \echo rb_index_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_index(ra1,id) from t,generate_series(1,1000)id; \echo rb_cardinality_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_cardinality(ra1) from t,generate_series(1,1000); \echo rb_and_cardinality_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_and_cardinality(ra1,ra2) from t,generate_series(1,100); \echo rb_and_cardinality_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_and_cardinality(ra1,ra2) from t,generate_series(1,1000); \echo rb_or_cardinality_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_or_cardinality(ra1,ra2) from t,generate_series(1,100); \echo rb_or_cardinality_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_or_cardinality(ra1,ra2) from t,generate_series(1,1000); \echo rb_xor_cardinality_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_xor_cardinality(ra1,ra2) from t,generate_series(1,100); \echo rb_xor_cardinality_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_xor_cardinality(ra1,ra2) from t,generate_series(1,1000); \echo rb_andnot_cardinality_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_andnot_cardinality(ra1,ra2) from t,generate_series(1,100); \echo rb_andnot_cardinality_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_andnot_cardinality(ra1,ra2) from t,generate_series(1,1000); \echo rb_is_empty_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_is_empty(ra1) from t,generate_series(1,1000); \echo rb_range_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_range(ra1,id,2000000) from t,generate_series(1,100)id; \echo rb_range_cardinality_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_range_cardinality(ra1,id,2000000) from t,generate_series(1,1000)id; \echo rb_min_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_min(ra1) from t,generate_series(1,1000); \echo rb_max_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_max(ra1) from t,generate_series(1,1000); \echo rb_rank_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_rank(ra1,100000+id) from t,generate_series(1,1000)id; \echo rb_jaccard_dist_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,(select bitmap from tb_test_bitmaps where id=2 limit 1) ra2 ) select rb_jaccard_dist(ra1,ra2) from t,generate_series(1,100); \echo rb_jaccard_dist_2 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1,rb_fill('{}'::roaringbitmap,5000001,15000000) ra2 ) select rb_jaccard_dist(ra1,ra2) from t,generate_series(1,1000); \echo rb_to_array_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_to_array(ra1) from t,generate_series(1,100); \echo rb_iterate_1 explain analyze with t as( select (select bitmap from tb_test_bitmaps where id=1 limit 1) ra1 ) select rb_iterate(ra1) from t,generate_series(1,10); \echo rb_build_agg_1 explain analyze select rb_build_agg(id) from generate_series(1,1000000) id; \echo rb_or_agg_1 explain analyze select rb_or_agg(bitmap) from tb_test_bitmaps; \echo rb_and_agg_1 explain analyze select rb_and_agg(bitmap) from tb_test_bitmaps; \echo rb_xor_agg_1 explain analyze select rb_xor_agg(bitmap) from tb_test_bitmaps; \echo rb_or_cardinality_agg_1 explain analyze select rb_or_cardinality_agg(bitmap) from tb_test_bitmaps; \echo rb_and_cardinality_agg_1 explain analyze select rb_and_cardinality_agg(bitmap) from tb_test_bitmaps; \echo rb_xor_cardinality_agg_1 explain analyze select rb_xor_cardinality_agg(bitmap) from tb_test_bitmaps; \echo rb_group_elements_by_source_gap1 explain analyze select count(*) from rb_group_elements_by_source( (select array_agg(bitmap order by id) from tb_gbs_bitmaps_gap1) ); \echo rb_group_elements_by_source_gap2 explain analyze select count(*) from rb_group_elements_by_source( (select array_agg(bitmap order by id) from tb_gbs_bitmaps_gap2) ); \echo rb_group_elements_by_source_gap16 explain analyze select count(*) from rb_group_elements_by_source( (select array_agg(bitmap order by id) from tb_gbs_bitmaps_gap16) ); \echo rb_group_elements_by_source_gap64 explain analyze select count(*) from rb_group_elements_by_source( (select array_agg(bitmap order by id) from tb_gbs_bitmaps_gap64) ); \echo rb_group_elements_by_source_gap1024 explain analyze select count(*) from rb_group_elements_by_source( (select array_agg(bitmap order by id) from tb_gbs_bitmaps_gap1024) ); select now() - :'time_start'::timestamp as time_escape \gset \echo Total time: :time_escape