Apache Phoenix Performance Result :: Fri Mar 28 14:02:32 PDT 2014

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Queries by Category

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Aggregation

select count(*) from AGGREGATION_TABLE 0.6s 3.0-RC1 0.64s 4.0-RC1 0.56s LAST-9564D4D 0.53s LATEST-3F559B2

select count(1) from AGGREGATION_TABLE group by HOST 0.56s 3.0-RC1 0.64s 4.0-RC1 0.59s LAST-9564D4D 0.58s LATEST-3F559B2

select core, count(1) from AGGREGATION_TABLE group by CORE 0.71s 3.0-RC1 0.84s 4.0-RC1 0.84s LAST-9564D4D 0.73s LATEST-3F559B2

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 2.11s 3.0-RC1 2.09s 4.0-RC1 2.03s LAST-9564D4D 2.08s LATEST-3F559B2

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 2.62s 3.0-RC1 2.78s 4.0-RC1 2.52s LAST-9564D4D 2.6s LATEST-3F559B2

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.92s 3.0-RC1 0.96s 4.0-RC1 0.9s LAST-9564D4D 0.91s LATEST-3F559B2

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from AGGREGATION_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 1.27s 3.0-RC1 1.37s 4.0-RC1 1.29s LAST-9564D4D 1.31s LATEST-3F559B2

select count(active_visitor) count from AGGREGATION_TABLE 1.7s 3.0-RC1 1.74s 4.0-RC1 1.73s LAST-9564D4D 1.71s LATEST-3F559B2

select count(distinct active_visitor) count from AGGREGATION_TABLE 2s 3.0-RC1 2.02s 4.0-RC1 2.02s LAST-9564D4D 1.98s LATEST-3F559B2

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 2.23s 3.0-RC1 2.35s 4.0-RC1 2.27s LAST-9564D4D 2.24s LATEST-3F559B2

select core, count(db) count from AGGREGATION_TABLE group by CORE 0.77s 3.0-RC1 0.89s 4.0-RC1 0.77s LAST-9564D4D 0.78s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 0.82s 3.0-RC1 0.92s 4.0-RC1 0.84s LAST-9564D4D 0.87s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 0.83s 3.0-RC1 0.84s 4.0-RC1 0.79s LAST-9564D4D 0.8s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core > 90 0.74s 3.0-RC1 0.85s 4.0-RC1 0.73s LAST-9564D4D 0.74s LATEST-3F559B2

select count(*) from WIDE_PK 1.94s 3.0-RC1 2.31s 4.0-RC1 2.04s LAST-9564D4D 2.05s LATEST-3F559B2

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Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000 2.08s 3.0-RC1 2.6s 4.0-RC1 2.29s LAST-9564D4D 2.33s LATEST-3F559B2

select count(*) from TABLE_1CF where f < 10000 1.73s 3.0-RC1 2.15s 4.0-RC1 1.82s LAST-9564D4D 1.76s LATEST-3F559B2

select count(*) from WIDE_PK where column2<10 2.23s 3.0-RC1 2.48s 4.0-RC1 2.26s LAST-9564D4D 2.22s LATEST-3F559B2

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50 2.68s 3.0-RC1 3.07s 4.0-RC1 2.75s LAST-9564D4D 2.8s LATEST-3F559B2

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ColumnFamilies-Single

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D') 0.74s 3.0-RC1 0.92s 4.0-RC1 0.77s LAST-9564D4D 0.75s LATEST-3F559B2

select count(1) from TABLE_6CF where K1 in ('A', 'C') 0.66s 3.0-RC1 0.88s 4.0-RC1 0.76s LAST-9564D4D 0.65s LATEST-3F559B2

select count(*) from TABLE_6CF where f < 1000 1.2s 3.0-RC1 1.31s 4.0-RC1 1.27s LAST-9564D4D 1.28s LATEST-3F559B2

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000 1.22s 3.0-RC1 1.36s 4.0-RC1 1.32s LAST-9564D4D 1.34s LATEST-3F559B2

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1 5.01s 3.0-RC1 5.09s 4.0-RC1 5.32s LAST-9564D4D 5.52s LATEST-3F559B2

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 1.56s 3.0-RC1 2.09s 4.0-RC1 1.54s LAST-9564D4D 1.52s LATEST-3F559B2

select count(1) from TABLE_1CF where K1 in ('A', 'C') 1.46s 3.0-RC1 1.81s 4.0-RC1 1.44s LAST-9564D4D 1.47s LATEST-3F559B2

select count(*) from TABLE_1CF where f < 1000 1.85s 3.0-RC1 2.18s 4.0-RC1 1.92s LAST-9564D4D 1.84s LATEST-3F559B2

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000 2.18s 3.0-RC1 2.92s 4.0-RC1 2.25s LAST-9564D4D 2.35s LATEST-3F559B2

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1 2.02s 3.0-RC1 2.47s 4.0-RC1 2.06s LAST-9564D4D 2.03s LATEST-3F559B2

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Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 2.72s 3.0-RC1 2.84s 4.0-RC1 2.68s LAST-9564D4D 2.7s LATEST-3F559B2

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 1.96s 3.0-RC1 2.02s 4.0-RC1 1.91s LAST-9564D4D 1.92s LATEST-3F559B2

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IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 0.72s 3.0-RC1 0.75s 4.0-RC1 0.69s LAST-9564D4D 0.69s LATEST-3F559B2

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X') 0.61s 3.0-RC1 0.77s 4.0-RC1 0.66s LAST-9564D4D 0.6s LATEST-3F559B2

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s 3.0-RC1 0.01s 4.0-RC1 0.01s LAST-9564D4D 0.01s LATEST-3F559B2

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.02s 3.0-RC1 0.05s 4.0-RC1 0.01s LAST-9564D4D 0.02s LATEST-3F559B2

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 1.09s 3.0-RC1 1.57s 4.0-RC1 1.05s LAST-9564D4D 1s LATEST-3F559B2

select count(*) from IN_LIKE_TABLE where (K1 in ('A','E','F','G','H','I','Z') or K1 like 'E%') and (K2 like '%xx1%' or K2 like '%xxxxxx2%') 1.09s 3.0-RC1 1.53s 4.0-RC1 1.09s LAST-9564D4D 1.06s LATEST-3F559B2

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Index

select count(*) from INDEXED_TABLE 0.38s 3.0-RC1 0.55s 4.0-RC1 0.31s LAST-9564D4D 0.3s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 0.85s 3.0-RC1 1.01s 4.0-RC1 0.86s LAST-9564D4D 0.91s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.25s 3.0-RC1 0.39s 4.0-RC1 0.25s LAST-9564D4D 0.25s LATEST-3F559B2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 0.69s 3.0-RC1 1.18s 4.0-RC1 0.73s LAST-9564D4D 0.71s LATEST-3F559B2

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.16s 3.0-RC1 0.18s 4.0-RC1 0.18s LAST-9564D4D 0.16s LATEST-3F559B2

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.27s 3.0-RC1 1.67s 4.0-RC1 1.3s LAST-9564D4D 1.32s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core IN (1,100) 0.11s 3.0-RC1 0.11s 4.0-RC1 0.11s LAST-9564D4D 0.12s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.04s 3.0-RC1 0.05s 4.0-RC1 0.04s LAST-9564D4D 0.04s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.09s 3.0-RC1 0.1s 4.0-RC1 0.05s LAST-9564D4D 0.06s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 0.91s 3.0-RC1 1.29s 4.0-RC1 0.93s LAST-9564D4D 0.94s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.13s 3.0-RC1 0.13s 4.0-RC1 0.11s LAST-9564D4D 0.12s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s 3.0-RC1 0.08s 4.0-RC1 0.1s LAST-9564D4D 0.11s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s 3.0-RC1 0.1s 4.0-RC1 0.1s LAST-9564D4D 0.07s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.93s 3.0-RC1 1.3s 4.0-RC1 0.94s LAST-9564D4D 0.92s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.19s 3.0-RC1 0.21s 4.0-RC1 0.21s LAST-9564D4D 0.19s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.66s 3.0-RC1 0.7s 4.0-RC1 0.52s LAST-9564D4D 0.67s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.18s 3.0-RC1 0.2s 4.0-RC1 0.16s LAST-9564D4D 0.16s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.15s 3.0-RC1 1.66s 4.0-RC1 1.2s LAST-9564D4D 1.25s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 0.54s 3.0-RC1 0.88s 4.0-RC1 0.52s LAST-9564D4D 0.52s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 1.41s 3.0-RC1 2.32s 4.0-RC1 1.48s LAST-9564D4D 1.47s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core > 90 0.13s 3.0-RC1 0.17s 4.0-RC1 0.14s LAST-9564D4D 0.1s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 1.04s 3.0-RC1 1.43s 4.0-RC1 1.05s LAST-9564D4D 1.07s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core > 0 0.44s 3.0-RC1 0.53s 4.0-RC1 0.44s LAST-9564D4D 0.45s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.13s 3.0-RC1 1.79s 4.0-RC1 1.18s LAST-9564D4D 1.11s LATEST-3F559B2

select db from INDEXED_TABLE where db >5 and db <7 order by db 0.07s 3.0-RC1 0.09s 4.0-RC1 0.08s LAST-9564D4D 0.06s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db 1.96s 3.0-RC1 3.59s 4.0-RC1 1.97s LAST-9564D4D 1.95s LATEST-3F559B2

select db from INDEXED_TABLE order by db limit 10 0.1s 3.0-RC1 0.07s 4.0-RC1 0.1s LAST-9564D4D 0.07s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10 1.42s 3.0-RC1 2.33s 4.0-RC1 1.41s LAST-9564D4D 1.42s LATEST-3F559B2

select count(*) from INDEXED_TABLE_MUTABLE 0.86s 3.0-RC1 0.98s 4.0-RC1 0.8s LAST-9564D4D 0.99s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE 0.85s 3.0-RC1 1.06s 4.0-RC1 0.89s LAST-9564D4D 1.1s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE 0.46s 3.0-RC1 0.69s 4.0-RC1 0.47s LAST-9564D4D 0.51s LATEST-3F559B2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE 0.79s 3.0-RC1 1.46s 4.0-RC1 0.98s LAST-9564D4D 1.03s LATEST-3F559B2

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.38s 3.0-RC1 0.43s 4.0-RC1 0.38s LAST-9564D4D 0.41s LATEST-3F559B2

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.36s 3.0-RC1 1.81s 4.0-RC1 1.55s LAST-9564D4D 1.52s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.15s 3.0-RC1 0.15s 4.0-RC1 0.14s LAST-9564D4D 0.15s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.04s 3.0-RC1 0.04s 4.0-RC1 0.04s LAST-9564D4D 0.04s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.12s 3.0-RC1 0.13s 4.0-RC1 0.13s LAST-9564D4D 0.13s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.96s 3.0-RC1 1.21s 4.0-RC1 1.06s LAST-9564D4D 1.07s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.17s 3.0-RC1 0.17s 4.0-RC1 0.15s LAST-9564D4D 0.16s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.08s 3.0-RC1 0.09s 4.0-RC1 0.11s LAST-9564D4D 0.11s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.12s 3.0-RC1 0.14s 4.0-RC1 0.14s LAST-9564D4D 0.14s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.97s 3.0-RC1 1.29s 4.0-RC1 1.1s LAST-9564D4D 1.1s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.42s 3.0-RC1 0.57s 4.0-RC1 0.44s LAST-9564D4D 0.46s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.4s 3.0-RC1 0.44s 4.0-RC1 0.41s LAST-9564D4D 0.42s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.4s 3.0-RC1 0.59s 4.0-RC1 0.42s LAST-9564D4D 0.46s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 1.19s 3.0-RC1 1.53s 4.0-RC1 1.36s LAST-9564D4D 1.42s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 0.97s 3.0-RC1 1.44s 4.0-RC1 1.02s LAST-9564D4D 1.02s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 1.55s 3.0-RC1 2.37s 4.0-RC1 1.76s LAST-9564D4D 1.82s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90 0.19s 3.0-RC1 0.19s 4.0-RC1 0.18s LAST-9564D4D 0.2s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90 1.07s 3.0-RC1 1.39s 4.0-RC1 1.21s LAST-9564D4D 1.2s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0 0.56s 3.0-RC1 0.72s 4.0-RC1 0.56s LAST-9564D4D 0.56s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0 1.21s 3.0-RC1 2.05s 4.0-RC1 1.5s LAST-9564D4D 1.38s LATEST-3F559B2

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 0.16s 3.0-RC1 0.24s 4.0-RC1 0.17s LAST-9564D4D 0.22s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 2.08s 3.0-RC1 3.8s 4.0-RC1 2.36s LAST-9564D4D 2.2s LATEST-3F559B2

select db from INDEXED_TABLE_MUTABLE order by db limit 10 1.22s 3.0-RC1 0.85s 4.0-RC1 1.13s LAST-9564D4D 1.27s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10 1.44s 3.0-RC1 2.83s 4.0-RC1 1.84s LAST-9564D4D 1.66s LATEST-3F559B2

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Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 34.95s 3.0-RC1 46.6s 4.0-RC1 34.38s LAST-9564D4D 34.81s LATEST-3F559B2

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 37.75s 3.0-RC1 44.72s 4.0-RC1 38.8s LAST-9564D4D 43.72s LATEST-3F559B2

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Large Group By

select count(*) from TABLE_6CF group by A 0.83s 3.0-RC1 0.97s 4.0-RC1 0.86s LAST-9564D4D 0.84s LATEST-3F559B2

select count(*) from TABLE_6CF group by B 2.54s 3.0-RC1 2.95s 4.0-RC1 2.67s LAST-9564D4D 2.73s LATEST-3F559B2

select count(*) from TABLE_1CF group by A 1.58s 3.0-RC1 1.96s 4.0-RC1 1.57s LAST-9564D4D 1.58s LATEST-3F559B2

select count(*) from TABLE_1CF group by B 1.71s 3.0-RC1 2.02s 4.0-RC1 1.68s LAST-9564D4D 1.67s LATEST-3F559B2

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Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS] 113.67s 3.0-RC1 121.21s 4.0-RC1 105.68s LAST-9564D4D 107.54s LATEST-3F559B2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS] 90.53s 3.0-RC1 106.59s 4.0-RC1 91.24s LAST-9564D4D 88.86s LATEST-3F559B2

LOAD DATA INDEXED_TABLE [2000000 ROWS] 449.14s 3.0-RC1 475.09s 4.0-RC1 445.96s LAST-9564D4D 454.46s LATEST-3F559B2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS] 629.08s 3.0-RC1 875.59s 4.0-RC1 719.46s LAST-9564D4D 686.47s LATEST-3F559B2

LOAD DATA TABLE_6CF [2000000 ROWS] 104.05s 3.0-RC1 125.91s 4.0-RC1 104.53s LAST-9564D4D 104.32s LATEST-3F559B2

LOAD DATA SALTED_TABLE [2000000 ROWS] 107.1s 3.0-RC1 116.46s 4.0-RC1 106.88s LAST-9564D4D 108.97s LATEST-3F559B2

LOAD DATA TABLE_1CF [2000000 ROWS] 97.33s 3.0-RC1 115.15s 4.0-RC1 98.75s LAST-9564D4D 97.82s LATEST-3F559B2

LOAD DATA WIDE_PK [2000000 ROWS] 227.82s 3.0-RC1 215.94s 4.0-RC1 225.62s LAST-9564D4D 229.7s LATEST-3F559B2

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Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 1.99s 3.0-RC1 2.04s 4.0-RC1 1.98s LAST-9564D4D 1.97s LATEST-3F559B2

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 1.94s 3.0-RC1 1.98s 4.0-RC1 1.97s LAST-9564D4D 1.98s LATEST-3F559B2

select percentile_cont(0.5) within group (order by core asc), percentile_cont(0.5) within group (order by db asc), percentile_cont(0.5) within group (order by active_visitor asc) from AGGREGATION_TABLE 2.75s 3.0-RC1 2.86s 4.0-RC1 2.69s LAST-9564D4D 2.7s LATEST-3F559B2

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 1.92s 3.0-RC1 2.08s 4.0-RC1 1.95s LAST-9564D4D 1.99s LATEST-3F559B2

---

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 1.05s 3.0-RC1 1.21s 4.0-RC1 1.26s LAST-9564D4D 1.09s LATEST-3F559B2

select count(*) from SALTED_TABLE where D < 1000 1.08s 3.0-RC1 1s 4.0-RC1 1.04s LAST-9564D4D 1s LATEST-3F559B2

select avg(c),avg(d) from SALTED_TABLE group by K1 3.73s 3.0-RC1 3.63s 4.0-RC1 3.55s LAST-9564D4D 3.53s LATEST-3F559B2

---

Queries by Table

---

AGGREGATION_TABLE

Table used for various aggregation functions

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) SPLIT ON ('CSGoogle','CSSalesforce','EUApple','EUGoogle','EUSalesforce','NAApple','NAGoogle','NASalesforce')

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from AGGREGATION_TABLE 0.6s 3.0-RC1 0.64s 4.0-RC1 0.56s LAST-9564D4D 0.53s LATEST-3F559B2

select count(1) from AGGREGATION_TABLE group by HOST 0.56s 3.0-RC1 0.64s 4.0-RC1 0.59s LAST-9564D4D 0.58s LATEST-3F559B2

select core, count(1) from AGGREGATION_TABLE group by CORE 0.71s 3.0-RC1 0.84s 4.0-RC1 0.84s LAST-9564D4D 0.73s LATEST-3F559B2

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 2.11s 3.0-RC1 2.09s 4.0-RC1 2.03s LAST-9564D4D 2.08s LATEST-3F559B2

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 2.62s 3.0-RC1 2.78s 4.0-RC1 2.52s LAST-9564D4D 2.6s LATEST-3F559B2

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.92s 3.0-RC1 0.96s 4.0-RC1 0.9s LAST-9564D4D 0.91s LATEST-3F559B2

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from AGGREGATION_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 1.27s 3.0-RC1 1.37s 4.0-RC1 1.29s LAST-9564D4D 1.31s LATEST-3F559B2

select count(active_visitor) count from AGGREGATION_TABLE 1.7s 3.0-RC1 1.74s 4.0-RC1 1.73s LAST-9564D4D 1.71s LATEST-3F559B2

select count(distinct active_visitor) count from AGGREGATION_TABLE 2s 3.0-RC1 2.02s 4.0-RC1 2.02s LAST-9564D4D 1.98s LATEST-3F559B2

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 1.99s 3.0-RC1 2.04s 4.0-RC1 1.98s LAST-9564D4D 1.97s LATEST-3F559B2

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 1.94s 3.0-RC1 1.98s 4.0-RC1 1.97s LAST-9564D4D 1.98s LATEST-3F559B2

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 2.23s 3.0-RC1 2.35s 4.0-RC1 2.27s LAST-9564D4D 2.24s LATEST-3F559B2

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 2.72s 3.0-RC1 2.84s 4.0-RC1 2.68s LAST-9564D4D 2.7s LATEST-3F559B2

select percentile_cont(0.5) within group (order by core asc), percentile_cont(0.5) within group (order by db asc), percentile_cont(0.5) within group (order by active_visitor asc) from AGGREGATION_TABLE 2.75s 3.0-RC1 2.86s 4.0-RC1 2.69s LAST-9564D4D 2.7s LATEST-3F559B2

select core, count(db) count from AGGREGATION_TABLE group by CORE 0.77s 3.0-RC1 0.89s 4.0-RC1 0.77s LAST-9564D4D 0.78s LATEST-3F559B2

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 1.96s 3.0-RC1 2.02s 4.0-RC1 1.91s LAST-9564D4D 1.92s LATEST-3F559B2

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 1.92s 3.0-RC1 2.08s 4.0-RC1 1.95s LAST-9564D4D 1.99s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 0.72s 3.0-RC1 0.75s 4.0-RC1 0.69s LAST-9564D4D 0.69s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 0.82s 3.0-RC1 0.92s 4.0-RC1 0.84s LAST-9564D4D 0.87s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 0.83s 3.0-RC1 0.84s 4.0-RC1 0.79s LAST-9564D4D 0.8s LATEST-3F559B2

select count(core) from AGGREGATION_TABLE where core > 90 0.74s 3.0-RC1 0.85s 4.0-RC1 0.73s LAST-9564D4D 0.74s LATEST-3F559B2

LOAD DATA AGGREGATION_TABLE [2000000 ROWS] 113.67s 3.0-RC1 121.21s 4.0-RC1 105.68s LAST-9564D4D 107.54s LATEST-3F559B2

---

IN_LIKE_TABLE

Phoenix 1.2+ uses skip scan that gives significant performance improvement for IN/LIKE queries.

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B VARCHAR, CF.C VARCHAR CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D','E','F','G','H','I')

DATA GENERATOR
STRING :: Values: A|B|C|D|E|F|G|H|I
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 1000000 Values: RANDOM
STRING :: Length: 50 Values: RANDOM
STRING :: Length: 50 Values: RANDOM

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X') 0.61s 3.0-RC1 0.77s 4.0-RC1 0.66s LAST-9564D4D 0.6s LATEST-3F559B2

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s 3.0-RC1 0.01s 4.0-RC1 0.01s LAST-9564D4D 0.01s LATEST-3F559B2

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.02s 3.0-RC1 0.05s 4.0-RC1 0.01s LAST-9564D4D 0.02s LATEST-3F559B2

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 1.09s 3.0-RC1 1.57s 4.0-RC1 1.05s LAST-9564D4D 1s LATEST-3F559B2

select count(*) from IN_LIKE_TABLE where (K1 in ('A','E','F','G','H','I','Z') or K1 like 'E%') and (K2 like '%xx1%' or K2 like '%xxxxxx2%') 1.09s 3.0-RC1 1.53s 4.0-RC1 1.09s LAST-9564D4D 1.06s LATEST-3F559B2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS] 90.53s 3.0-RC1 106.59s 4.0-RC1 91.24s LAST-9564D4D 88.86s LATEST-3F559B2

---

INDEXED_TABLE

Indexing test. Phoenix 2.0+ feature. See explain plan by hovering over version label to see which index table is used.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) IMMUTABLE_ROWS=true,MAX_FILESIZE=30485760;CREATE INDEX idx1 ON $TABLE (CORE);CREATE INDEX idx2 ON $TABLE (DB);CREATE INDEX idx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX idx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX ids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX ids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX ids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX ids4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) SALT_BUCKETS=16;

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from INDEXED_TABLE 0.38s 3.0-RC1 0.55s 4.0-RC1 0.31s LAST-9564D4D 0.3s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 0.85s 3.0-RC1 1.01s 4.0-RC1 0.86s LAST-9564D4D 0.91s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.25s 3.0-RC1 0.39s 4.0-RC1 0.25s LAST-9564D4D 0.25s LATEST-3F559B2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 0.69s 3.0-RC1 1.18s 4.0-RC1 0.73s LAST-9564D4D 0.71s LATEST-3F559B2

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.16s 3.0-RC1 0.18s 4.0-RC1 0.18s LAST-9564D4D 0.16s LATEST-3F559B2

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.27s 3.0-RC1 1.67s 4.0-RC1 1.3s LAST-9564D4D 1.32s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core IN (1,100) 0.11s 3.0-RC1 0.11s 4.0-RC1 0.11s LAST-9564D4D 0.12s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.04s 3.0-RC1 0.05s 4.0-RC1 0.04s LAST-9564D4D 0.04s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.09s 3.0-RC1 0.1s 4.0-RC1 0.05s LAST-9564D4D 0.06s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 0.91s 3.0-RC1 1.29s 4.0-RC1 0.93s LAST-9564D4D 0.94s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.13s 3.0-RC1 0.13s 4.0-RC1 0.11s LAST-9564D4D 0.12s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s 3.0-RC1 0.08s 4.0-RC1 0.1s LAST-9564D4D 0.11s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s 3.0-RC1 0.1s 4.0-RC1 0.1s LAST-9564D4D 0.07s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.93s 3.0-RC1 1.3s 4.0-RC1 0.94s LAST-9564D4D 0.92s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.19s 3.0-RC1 0.21s 4.0-RC1 0.21s LAST-9564D4D 0.19s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.66s 3.0-RC1 0.7s 4.0-RC1 0.52s LAST-9564D4D 0.67s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.18s 3.0-RC1 0.2s 4.0-RC1 0.16s LAST-9564D4D 0.16s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.15s 3.0-RC1 1.66s 4.0-RC1 1.2s LAST-9564D4D 1.25s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 0.54s 3.0-RC1 0.88s 4.0-RC1 0.52s LAST-9564D4D 0.52s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 1.41s 3.0-RC1 2.32s 4.0-RC1 1.48s LAST-9564D4D 1.47s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core > 90 0.13s 3.0-RC1 0.17s 4.0-RC1 0.14s LAST-9564D4D 0.1s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 1.04s 3.0-RC1 1.43s 4.0-RC1 1.05s LAST-9564D4D 1.07s LATEST-3F559B2

select count(core) from INDEXED_TABLE where core > 0 0.44s 3.0-RC1 0.53s 4.0-RC1 0.44s LAST-9564D4D 0.45s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.13s 3.0-RC1 1.79s 4.0-RC1 1.18s LAST-9564D4D 1.11s LATEST-3F559B2

select db from INDEXED_TABLE where db >5 and db <7 order by db 0.07s 3.0-RC1 0.09s 4.0-RC1 0.08s LAST-9564D4D 0.06s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db 1.96s 3.0-RC1 3.59s 4.0-RC1 1.97s LAST-9564D4D 1.95s LATEST-3F559B2

select db from INDEXED_TABLE order by db limit 10 0.1s 3.0-RC1 0.07s 4.0-RC1 0.1s LAST-9564D4D 0.07s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10 1.42s 3.0-RC1 2.33s 4.0-RC1 1.41s LAST-9564D4D 1.42s LATEST-3F559B2

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 34.95s 3.0-RC1 46.6s 4.0-RC1 34.38s LAST-9564D4D 34.81s LATEST-3F559B2

LOAD DATA INDEXED_TABLE [2000000 ROWS] 449.14s 3.0-RC1 475.09s 4.0-RC1 445.96s LAST-9564D4D 454.46s LATEST-3F559B2

---

INDEXED_TABLE_MUTABLE

Indexing test. Phoenix 2.0+ feature. See explain plan by hovering over version label to see which index table is used.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) MAX_FILESIZE=30485760;CREATE INDEX midx1 ON $TABLE (CORE);CREATE INDEX midx2 ON $TABLE (DB);CREATE INDEX midx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX midx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX mids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX mids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX mids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX mids4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) SALT_BUCKETS=16;

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from INDEXED_TABLE_MUTABLE 0.86s 3.0-RC1 0.98s 4.0-RC1 0.8s LAST-9564D4D 0.99s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE 0.85s 3.0-RC1 1.06s 4.0-RC1 0.89s LAST-9564D4D 1.1s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE 0.46s 3.0-RC1 0.69s 4.0-RC1 0.47s LAST-9564D4D 0.51s LATEST-3F559B2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE 0.79s 3.0-RC1 1.46s 4.0-RC1 0.98s LAST-9564D4D 1.03s LATEST-3F559B2

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.38s 3.0-RC1 0.43s 4.0-RC1 0.38s LAST-9564D4D 0.41s LATEST-3F559B2

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.36s 3.0-RC1 1.81s 4.0-RC1 1.55s LAST-9564D4D 1.52s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.15s 3.0-RC1 0.15s 4.0-RC1 0.14s LAST-9564D4D 0.15s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.04s 3.0-RC1 0.04s 4.0-RC1 0.04s LAST-9564D4D 0.04s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.12s 3.0-RC1 0.13s 4.0-RC1 0.13s LAST-9564D4D 0.13s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.96s 3.0-RC1 1.21s 4.0-RC1 1.06s LAST-9564D4D 1.07s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.17s 3.0-RC1 0.17s 4.0-RC1 0.15s LAST-9564D4D 0.16s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.08s 3.0-RC1 0.09s 4.0-RC1 0.11s LAST-9564D4D 0.11s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.12s 3.0-RC1 0.14s 4.0-RC1 0.14s LAST-9564D4D 0.14s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.97s 3.0-RC1 1.29s 4.0-RC1 1.1s LAST-9564D4D 1.1s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.42s 3.0-RC1 0.57s 4.0-RC1 0.44s LAST-9564D4D 0.46s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.4s 3.0-RC1 0.44s 4.0-RC1 0.41s LAST-9564D4D 0.42s LATEST-3F559B2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.4s 3.0-RC1 0.59s 4.0-RC1 0.42s LAST-9564D4D 0.46s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 1.19s 3.0-RC1 1.53s 4.0-RC1 1.36s LAST-9564D4D 1.42s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 0.97s 3.0-RC1 1.44s 4.0-RC1 1.02s LAST-9564D4D 1.02s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 1.55s 3.0-RC1 2.37s 4.0-RC1 1.76s LAST-9564D4D 1.82s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90 0.19s 3.0-RC1 0.19s 4.0-RC1 0.18s LAST-9564D4D 0.2s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90 1.07s 3.0-RC1 1.39s 4.0-RC1 1.21s LAST-9564D4D 1.2s LATEST-3F559B2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0 0.56s 3.0-RC1 0.72s 4.0-RC1 0.56s LAST-9564D4D 0.56s LATEST-3F559B2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0 1.21s 3.0-RC1 2.05s 4.0-RC1 1.5s LAST-9564D4D 1.38s LATEST-3F559B2

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 0.16s 3.0-RC1 0.24s 4.0-RC1 0.17s LAST-9564D4D 0.22s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 2.08s 3.0-RC1 3.8s 4.0-RC1 2.36s LAST-9564D4D 2.2s LATEST-3F559B2

select db from INDEXED_TABLE_MUTABLE order by db limit 10 1.22s 3.0-RC1 0.85s 4.0-RC1 1.13s LAST-9564D4D 1.27s LATEST-3F559B2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10 1.44s 3.0-RC1 2.83s 4.0-RC1 1.84s LAST-9564D4D 1.66s LATEST-3F559B2

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 37.75s 3.0-RC1 44.72s 4.0-RC1 38.8s LAST-9564D4D 43.72s LATEST-3F559B2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS] 629.08s 3.0-RC1 875.59s 4.0-RC1 719.46s LAST-9564D4D 686.47s LATEST-3F559B2

---

TABLE_6CF

Data is split in 6 column families. Phoenix 1.2+ uses Essential Column Family filter feature which fetches only required columns when filtering rows.

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF1.A INTEGER, CF2.B INTEGER, CF3.C INTEGER, CF4.D INTEGER, CF5.E INTEGER, CF6.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D');CREATE TABLE IF NOT EXISTS $TABLE_UPSERTSELECT (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF1.A INTEGER, CF2.B INTEGER, CF3.C INTEGER, CF4.D INTEGER, CF5.E INTEGER, CF6.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D')

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 1000 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 5000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM
INTEGER :: Max. Value: 15000 Values: RANDOM

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D') 0.74s 3.0-RC1 0.92s 4.0-RC1 0.77s LAST-9564D4D 0.75s LATEST-3F559B2

select count(1) from TABLE_6CF where K1 in ('A', 'C') 0.66s 3.0-RC1 0.88s 4.0-RC1 0.76s LAST-9564D4D 0.65s LATEST-3F559B2

select count(*) from TABLE_6CF where f < 1000 1.2s 3.0-RC1 1.31s 4.0-RC1 1.27s LAST-9564D4D 1.28s LATEST-3F559B2

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000 1.22s 3.0-RC1 1.36s 4.0-RC1 1.32s LAST-9564D4D 1.34s LATEST-3F559B2

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1 5.01s 3.0-RC1 5.09s 4.0-RC1 5.32s LAST-9564D4D 5.52s LATEST-3F559B2

select count(*) from TABLE_6CF group by A 0.83s 3.0-RC1 0.97s 4.0-RC1 0.86s LAST-9564D4D 0.84s LATEST-3F559B2

select count(*) from TABLE_6CF group by B 2.54s 3.0-RC1 2.95s 4.0-RC1 2.67s LAST-9564D4D 2.73s LATEST-3F559B2

select count(*) from TABLE_6CF where f < 10000 2.08s 3.0-RC1 2.6s 4.0-RC1 2.29s LAST-9564D4D 2.33s LATEST-3F559B2

LOAD DATA TABLE_6CF [2000000 ROWS] 104.05s 3.0-RC1 125.91s 4.0-RC1 104.53s LAST-9564D4D 104.32s LATEST-3F559B2

---

SALTED_TABLE

This is Phoenix 1.2+ feature. Data is split in 4 regions equal to number of region servers in test cluster by adding salted byte to each key.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CFA.A VARCHAR, CFA.B CHAR(100), CFA.C INTEGER, CFB.D INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SALT_BUCKETS=4

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 100 Values: RANDOM
STRING :: Length: 100 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 1.05s 3.0-RC1 1.21s 4.0-RC1 1.26s LAST-9564D4D 1.09s LATEST-3F559B2

select count(*) from SALTED_TABLE where D < 1000 1.08s 3.0-RC1 1s 4.0-RC1 1.04s LAST-9564D4D 1s LATEST-3F559B2

select avg(c),avg(d) from SALTED_TABLE group by K1 3.73s 3.0-RC1 3.63s 4.0-RC1 3.55s LAST-9564D4D 3.53s LATEST-3F559B2

LOAD DATA SALTED_TABLE [2000000 ROWS] 107.1s 3.0-RC1 116.46s 4.0-RC1 106.88s LAST-9564D4D 108.97s LATEST-3F559B2

---

TABLE_1CF

Same data as in 6 column family table but this one only has a single column family. Performance should be worse in most cases.

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B INTEGER, CF.C INTEGER, CF.D INTEGER, CF.E INTEGER, CF.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D');CREATE TABLE IF NOT EXISTS $TABLE_UPSERTSELECT (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B INTEGER, CF.C INTEGER, CF.D INTEGER, CF.E INTEGER, CF.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D')

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 1000 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 5000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM
INTEGER :: Max. Value: 15000 Values: RANDOM

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 1.56s 3.0-RC1 2.09s 4.0-RC1 1.54s LAST-9564D4D 1.52s LATEST-3F559B2

select count(1) from TABLE_1CF where K1 in ('A', 'C') 1.46s 3.0-RC1 1.81s 4.0-RC1 1.44s LAST-9564D4D 1.47s LATEST-3F559B2

select count(*) from TABLE_1CF where f < 1000 1.85s 3.0-RC1 2.18s 4.0-RC1 1.92s LAST-9564D4D 1.84s LATEST-3F559B2

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000 2.18s 3.0-RC1 2.92s 4.0-RC1 2.25s LAST-9564D4D 2.35s LATEST-3F559B2

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1 2.02s 3.0-RC1 2.47s 4.0-RC1 2.06s LAST-9564D4D 2.03s LATEST-3F559B2

select count(*) from TABLE_1CF group by A 1.58s 3.0-RC1 1.96s 4.0-RC1 1.57s LAST-9564D4D 1.58s LATEST-3F559B2

select count(*) from TABLE_1CF group by B 1.71s 3.0-RC1 2.02s 4.0-RC1 1.68s LAST-9564D4D 1.67s LATEST-3F559B2

select count(*) from TABLE_1CF where f < 10000 1.73s 3.0-RC1 2.15s 4.0-RC1 1.82s LAST-9564D4D 1.76s LATEST-3F559B2

LOAD DATA TABLE_1CF [2000000 ROWS] 97.33s 3.0-RC1 115.15s 4.0-RC1 98.75s LAST-9564D4D 97.82s LATEST-3F559B2

---

WIDE_PK

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(500) NOT NULL PRIMARY KEY,CF.column1 INTEGER,CF.column2 INTEGER,CF.column3 INTEGER,CF.column4 INTEGER,CF.column5 INTEGER) SALT_BUCKETS=4;

DATA GENERATOR
STRING :: Length: 500 Values: SEQUENTIAL
INTEGER :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM

select count(*) from WIDE_PK 1.94s 3.0-RC1 2.31s 4.0-RC1 2.04s LAST-9564D4D 2.05s LATEST-3F559B2

select count(*) from WIDE_PK where column2<10 2.23s 3.0-RC1 2.48s 4.0-RC1 2.26s LAST-9564D4D 2.22s LATEST-3F559B2

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50 2.68s 3.0-RC1 3.07s 4.0-RC1 2.75s LAST-9564D4D 2.8s LATEST-3F559B2

LOAD DATA WIDE_PK [2000000 ROWS] 227.82s 3.0-RC1 215.94s 4.0-RC1 225.62s LAST-9564D4D 229.7s LATEST-3F559B2

---

Note: Hover over version label to see Phoenix Query Explain Plan.