Apache Phoenix Performance Result :: Mon Oct 20 12:06:57 PDT 2014

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Test Suite: STANDARD

Queries by Category

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Aggregation

select count(*) from AGGREGATION_TABLE 0.62s V3.1.0-HBASE-0.94.15-SECURITY 0.62s 3.0-HBASE-0.94.15-SECURITY

select count(1) from AGGREGATION_TABLE group by HOST 0.62s V3.1.0-HBASE-0.94.15-SECURITY 0.59s 3.0-HBASE-0.94.15-SECURITY

select core, count(1) from AGGREGATION_TABLE group by CORE 0.79s V3.1.0-HBASE-0.94.15-SECURITY 0.83s 3.0-HBASE-0.94.15-SECURITY

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 2.11s V3.1.0-HBASE-0.94.15-SECURITY 2.06s 3.0-HBASE-0.94.15-SECURITY

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 2.55s V3.1.0-HBASE-0.94.15-SECURITY 2.49s 3.0-HBASE-0.94.15-SECURITY

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.95s V3.1.0-HBASE-0.94.15-SECURITY 0.98s 3.0-HBASE-0.94.15-SECURITY

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) 1.74s V3.1.0-HBASE-0.94.15-SECURITY 1.83s 3.0-HBASE-0.94.15-SECURITY

select count(active_visitor) count from AGGREGATION_TABLE 1.71s V3.1.0-HBASE-0.94.15-SECURITY 1.61s 3.0-HBASE-0.94.15-SECURITY

select count(distinct active_visitor) count from AGGREGATION_TABLE 2.01s V3.1.0-HBASE-0.94.15-SECURITY 1.91s 3.0-HBASE-0.94.15-SECURITY

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 2.25s V3.1.0-HBASE-0.94.15-SECURITY 2.2s 3.0-HBASE-0.94.15-SECURITY

select core, count(db) count from AGGREGATION_TABLE group by CORE 0.86s V3.1.0-HBASE-0.94.15-SECURITY 0.8s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 0.84s V3.1.0-HBASE-0.94.15-SECURITY 0.86s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 1.43s V3.1.0-HBASE-0.94.15-SECURITY 1.45s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core > 90 0.74s V3.1.0-HBASE-0.94.15-SECURITY 0.74s 3.0-HBASE-0.94.15-SECURITY

select count(*) from WIDE_PK 2.08s V3.1.0-HBASE-0.94.15-SECURITY 2.2s 3.0-HBASE-0.94.15-SECURITY

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Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000 2.22s V3.1.0-HBASE-0.94.15-SECURITY 2.23s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF where f < 10000 2.05s V3.1.0-HBASE-0.94.15-SECURITY 2.12s 3.0-HBASE-0.94.15-SECURITY

select count(*) from WIDE_PK where column2<10 2.42s V3.1.0-HBASE-0.94.15-SECURITY 2.53s 3.0-HBASE-0.94.15-SECURITY

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50 3.1s V3.1.0-HBASE-0.94.15-SECURITY 3.11s 3.0-HBASE-0.94.15-SECURITY

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ColumnFamilies-Single

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D') 0.79s V3.1.0-HBASE-0.94.15-SECURITY 0.76s 3.0-HBASE-0.94.15-SECURITY

select count(1) from TABLE_6CF where K1 in ('A', 'C') 0.66s V3.1.0-HBASE-0.94.15-SECURITY 0.64s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_6CF where f < 1000 1.19s V3.1.0-HBASE-0.94.15-SECURITY 1.25s 3.0-HBASE-0.94.15-SECURITY

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000 1.91s V3.1.0-HBASE-0.94.15-SECURITY 2.02s 3.0-HBASE-0.94.15-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1 4.73s V3.1.0-HBASE-0.94.15-SECURITY 4.72s 3.0-HBASE-0.94.15-SECURITY

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 1.69s V3.1.0-HBASE-0.94.15-SECURITY 1.82s 3.0-HBASE-0.94.15-SECURITY

select count(1) from TABLE_1CF where K1 in ('A', 'C') 1.56s V3.1.0-HBASE-0.94.15-SECURITY 1.59s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF where f < 1000 2.13s V3.1.0-HBASE-0.94.15-SECURITY 2.26s 3.0-HBASE-0.94.15-SECURITY

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000 2.53s V3.1.0-HBASE-0.94.15-SECURITY 2.74s 3.0-HBASE-0.94.15-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1 2.34s V3.1.0-HBASE-0.94.15-SECURITY 2.48s 3.0-HBASE-0.94.15-SECURITY

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Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 2.74s V3.1.0-HBASE-0.94.15-SECURITY 2.69s 3.0-HBASE-0.94.15-SECURITY

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 2.09s V3.1.0-HBASE-0.94.15-SECURITY 1.98s 3.0-HBASE-0.94.15-SECURITY

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IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 0.66s V3.1.0-HBASE-0.94.15-SECURITY 0.65s 3.0-HBASE-0.94.15-SECURITY

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X') 0.75s V3.1.0-HBASE-0.94.15-SECURITY 0.65s 3.0-HBASE-0.94.15-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s V3.1.0-HBASE-0.94.15-SECURITY 0.01s 3.0-HBASE-0.94.15-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.02s V3.1.0-HBASE-0.94.15-SECURITY 0.02s 3.0-HBASE-0.94.15-SECURITY

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 1.29s V3.1.0-HBASE-0.94.15-SECURITY 1.31s 3.0-HBASE-0.94.15-SECURITY

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%') 1.27s V3.1.0-HBASE-0.94.15-SECURITY 1.44s 3.0-HBASE-0.94.15-SECURITY

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Index

select count(*) from INDEXED_TABLE 0.5s V3.1.0-HBASE-0.94.15-SECURITY 0.58s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 0.78s V3.1.0-HBASE-0.94.15-SECURITY 0.79s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.27s V3.1.0-HBASE-0.94.15-SECURITY 0.31s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 0.83s V3.1.0-HBASE-0.94.15-SECURITY 1.05s 3.0-HBASE-0.94.15-SECURITY

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.21s V3.1.0-HBASE-0.94.15-SECURITY 0.18s 3.0-HBASE-0.94.15-SECURITY

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 1.24s V3.1.0-HBASE-0.94.15-SECURITY 1.6s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,100) 0.08s V3.1.0-HBASE-0.94.15-SECURITY 0.07s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.04s V3.1.0-HBASE-0.94.15-SECURITY 0.04s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.06s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 0.94s V3.1.0-HBASE-0.94.15-SECURITY 1.07s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.12s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.93s V3.1.0-HBASE-0.94.15-SECURITY 1.04s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.19s V3.1.0-HBASE-0.94.15-SECURITY 0.18s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.62s V3.1.0-HBASE-0.94.15-SECURITY 0.75s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.18s V3.1.0-HBASE-0.94.15-SECURITY 0.17s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.18s V3.1.0-HBASE-0.94.15-SECURITY 1.39s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 0.71s V3.1.0-HBASE-0.94.15-SECURITY 0.56s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 1.54s V3.1.0-HBASE-0.94.15-SECURITY 1.74s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core > 90 0.13s V3.1.0-HBASE-0.94.15-SECURITY 0.12s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 1.05s V3.1.0-HBASE-0.94.15-SECURITY 1.14s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core > 0 0.44s V3.1.0-HBASE-0.94.15-SECURITY 0.38s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.23s V3.1.0-HBASE-0.94.15-SECURITY 1.31s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE where db >5 and db <7 order by db 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db 2.04s V3.1.0-HBASE-0.94.15-SECURITY 2.2s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE order by db limit 10 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.03s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10 1.45s V3.1.0-HBASE-0.94.15-SECURITY 1.64s 3.0-HBASE-0.94.15-SECURITY

select count(*) from INDEXED_TABLE_MUTABLE 1.14s V3.1.0-HBASE-0.94.15-SECURITY 0.73s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE 0.91s V3.1.0-HBASE-0.94.15-SECURITY 0.94s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE 0.6s V3.1.0-HBASE-0.94.15-SECURITY 0.58s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE 0.88s V3.1.0-HBASE-0.94.15-SECURITY 0.91s 3.0-HBASE-0.94.15-SECURITY

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 0.41s V3.1.0-HBASE-0.94.15-SECURITY 0.2s 3.0-HBASE-0.94.15-SECURITY

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 1.34s V3.1.0-HBASE-0.94.15-SECURITY 1.36s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.13s V3.1.0-HBASE-0.94.15-SECURITY 0.08s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.04s V3.1.0-HBASE-0.94.15-SECURITY 0.04s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.12s V3.1.0-HBASE-0.94.15-SECURITY 0.09s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.92s V3.1.0-HBASE-0.94.15-SECURITY 0.96s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.14s V3.1.0-HBASE-0.94.15-SECURITY 0.12s 3.0-HBASE-0.94.15-SECURITY

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 V3.1.0-HBASE-0.94.15-SECURITY 0.07s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.13s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.95s V3.1.0-HBASE-0.94.15-SECURITY 0.96s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.48s V3.1.0-HBASE-0.94.15-SECURITY 0.18s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.46s V3.1.0-HBASE-0.94.15-SECURITY 0.42s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.46s V3.1.0-HBASE-0.94.15-SECURITY 0.16s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 1.26s V3.1.0-HBASE-0.94.15-SECURITY 1.23s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 1.23s V3.1.0-HBASE-0.94.15-SECURITY 0.64s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 1.67s V3.1.0-HBASE-0.94.15-SECURITY 1.61s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 90 0.16s V3.1.0-HBASE-0.94.15-SECURITY 0.14s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90 1.09s V3.1.0-HBASE-0.94.15-SECURITY 1.07s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 0 0.64s V3.1.0-HBASE-0.94.15-SECURITY 0.44s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0 1.28s V3.1.0-HBASE-0.94.15-SECURITY 1.29s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 0.18s V3.1.0-HBASE-0.94.15-SECURITY 0.07s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 2.23s V3.1.0-HBASE-0.94.15-SECURITY 2.15s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE_MUTABLE order by db limit 10 1.3s V3.1.0-HBASE-0.94.15-SECURITY 0.91s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10 1.72s V3.1.0-HBASE-0.94.15-SECURITY 1.62s 3.0-HBASE-0.94.15-SECURITY

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Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 32.59s V3.1.0-HBASE-0.94.15-SECURITY 40.18s 3.0-HBASE-0.94.15-SECURITY

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 42.58s V3.1.0-HBASE-0.94.15-SECURITY 40.26s 3.0-HBASE-0.94.15-SECURITY

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Large Group By

select count(*) from TABLE_6CF group by A 0.85s V3.1.0-HBASE-0.94.15-SECURITY 0.86s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_6CF group by B 2.65s V3.1.0-HBASE-0.94.15-SECURITY 2.6s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF group by A 1.81s V3.1.0-HBASE-0.94.15-SECURITY 1.95s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF group by B 1.9s V3.1.0-HBASE-0.94.15-SECURITY 2.02s 3.0-HBASE-0.94.15-SECURITY

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Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS] 116.39s V3.1.0-HBASE-0.94.15-SECURITY 117.13s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA IN_LIKE_TABLE [2000000 ROWS] 91.92s V3.1.0-HBASE-0.94.15-SECURITY 90.97s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA INDEXED_TABLE [2000000 ROWS] 461.24s V3.1.0-HBASE-0.94.15-SECURITY 522.82s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS] 705.65s V3.1.0-HBASE-0.94.15-SECURITY 744.58s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA TABLE_6CF [2000000 ROWS] 111.43s V3.1.0-HBASE-0.94.15-SECURITY 109.38s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA SALTED_TABLE [2000000 ROWS] 110.56s V3.1.0-HBASE-0.94.15-SECURITY 110.49s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA TABLE_1CF [2000000 ROWS] 102.7s V3.1.0-HBASE-0.94.15-SECURITY 100.7s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA WIDE_PK [2000000 ROWS] 232.25s V3.1.0-HBASE-0.94.15-SECURITY 232.75s 3.0-HBASE-0.94.15-SECURITY

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Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 1.99s V3.1.0-HBASE-0.94.15-SECURITY 1.94s 3.0-HBASE-0.94.15-SECURITY

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 1.99s V3.1.0-HBASE-0.94.15-SECURITY 1.95s 3.0-HBASE-0.94.15-SECURITY

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 2.82s V3.1.0-HBASE-0.94.15-SECURITY 2.67s 3.0-HBASE-0.94.15-SECURITY

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 2.18s V3.1.0-HBASE-0.94.15-SECURITY 2.08s 3.0-HBASE-0.94.15-SECURITY

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Reverse Scan

select * from WIDE_PK order by mypk DESC limit 10 4.54s V3.1.0-HBASE-0.94.15-SECURITY 4.34s 3.0-HBASE-0.94.15-SECURITY

---

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 1.22s V3.1.0-HBASE-0.94.15-SECURITY 1.16s 3.0-HBASE-0.94.15-SECURITY

select count(*) from SALTED_TABLE where D < 1000 0.88s V3.1.0-HBASE-0.94.15-SECURITY 0.92s 3.0-HBASE-0.94.15-SECURITY

select avg(c),avg(d) from SALTED_TABLE group by K1 3.38s V3.1.0-HBASE-0.94.15-SECURITY 3.52s 3.0-HBASE-0.94.15-SECURITY

---

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 0.62s V3.1.0-HBASE-0.94.15-SECURITY 0.62s 3.0-HBASE-0.94.15-SECURITY

select count(1) from AGGREGATION_TABLE group by HOST 0.62s V3.1.0-HBASE-0.94.15-SECURITY 0.59s 3.0-HBASE-0.94.15-SECURITY

select core, count(1) from AGGREGATION_TABLE group by CORE 0.79s V3.1.0-HBASE-0.94.15-SECURITY 0.83s 3.0-HBASE-0.94.15-SECURITY

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 2.11s V3.1.0-HBASE-0.94.15-SECURITY 2.06s 3.0-HBASE-0.94.15-SECURITY

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 2.55s V3.1.0-HBASE-0.94.15-SECURITY 2.49s 3.0-HBASE-0.94.15-SECURITY

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.95s V3.1.0-HBASE-0.94.15-SECURITY 0.98s 3.0-HBASE-0.94.15-SECURITY

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) 1.74s V3.1.0-HBASE-0.94.15-SECURITY 1.83s 3.0-HBASE-0.94.15-SECURITY

select count(active_visitor) count from AGGREGATION_TABLE 1.71s V3.1.0-HBASE-0.94.15-SECURITY 1.61s 3.0-HBASE-0.94.15-SECURITY

select count(distinct active_visitor) count from AGGREGATION_TABLE 2.01s V3.1.0-HBASE-0.94.15-SECURITY 1.91s 3.0-HBASE-0.94.15-SECURITY

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 1.99s V3.1.0-HBASE-0.94.15-SECURITY 1.94s 3.0-HBASE-0.94.15-SECURITY

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 1.99s V3.1.0-HBASE-0.94.15-SECURITY 1.95s 3.0-HBASE-0.94.15-SECURITY

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 2.25s V3.1.0-HBASE-0.94.15-SECURITY 2.2s 3.0-HBASE-0.94.15-SECURITY

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 2.74s V3.1.0-HBASE-0.94.15-SECURITY 2.69s 3.0-HBASE-0.94.15-SECURITY

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 2.82s V3.1.0-HBASE-0.94.15-SECURITY 2.67s 3.0-HBASE-0.94.15-SECURITY

select core, count(db) count from AGGREGATION_TABLE group by CORE 0.86s V3.1.0-HBASE-0.94.15-SECURITY 0.8s 3.0-HBASE-0.94.15-SECURITY

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 2.09s V3.1.0-HBASE-0.94.15-SECURITY 1.98s 3.0-HBASE-0.94.15-SECURITY

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 2.18s V3.1.0-HBASE-0.94.15-SECURITY 2.08s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 0.66s V3.1.0-HBASE-0.94.15-SECURITY 0.65s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 0.84s V3.1.0-HBASE-0.94.15-SECURITY 0.86s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 1.43s V3.1.0-HBASE-0.94.15-SECURITY 1.45s 3.0-HBASE-0.94.15-SECURITY

select count(core) from AGGREGATION_TABLE where core > 90 0.74s V3.1.0-HBASE-0.94.15-SECURITY 0.74s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA AGGREGATION_TABLE [2000000 ROWS] 116.39s V3.1.0-HBASE-0.94.15-SECURITY 117.13s 3.0-HBASE-0.94.15-SECURITY

---

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') 0.75s V3.1.0-HBASE-0.94.15-SECURITY 0.65s 3.0-HBASE-0.94.15-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s V3.1.0-HBASE-0.94.15-SECURITY 0.01s 3.0-HBASE-0.94.15-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.02s V3.1.0-HBASE-0.94.15-SECURITY 0.02s 3.0-HBASE-0.94.15-SECURITY

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 1.29s V3.1.0-HBASE-0.94.15-SECURITY 1.31s 3.0-HBASE-0.94.15-SECURITY

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%') 1.27s V3.1.0-HBASE-0.94.15-SECURITY 1.44s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA IN_LIKE_TABLE [2000000 ROWS] 91.92s V3.1.0-HBASE-0.94.15-SECURITY 90.97s 3.0-HBASE-0.94.15-SECURITY

---

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 0.5s V3.1.0-HBASE-0.94.15-SECURITY 0.58s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 0.78s V3.1.0-HBASE-0.94.15-SECURITY 0.79s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.27s V3.1.0-HBASE-0.94.15-SECURITY 0.31s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 0.83s V3.1.0-HBASE-0.94.15-SECURITY 1.05s 3.0-HBASE-0.94.15-SECURITY

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.21s V3.1.0-HBASE-0.94.15-SECURITY 0.18s 3.0-HBASE-0.94.15-SECURITY

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 1.24s V3.1.0-HBASE-0.94.15-SECURITY 1.6s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,100) 0.08s V3.1.0-HBASE-0.94.15-SECURITY 0.07s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.04s V3.1.0-HBASE-0.94.15-SECURITY 0.04s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.06s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 0.94s V3.1.0-HBASE-0.94.15-SECURITY 1.07s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.12s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.93s V3.1.0-HBASE-0.94.15-SECURITY 1.04s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.19s V3.1.0-HBASE-0.94.15-SECURITY 0.18s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.62s V3.1.0-HBASE-0.94.15-SECURITY 0.75s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.18s V3.1.0-HBASE-0.94.15-SECURITY 0.17s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.18s V3.1.0-HBASE-0.94.15-SECURITY 1.39s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 0.71s V3.1.0-HBASE-0.94.15-SECURITY 0.56s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 1.54s V3.1.0-HBASE-0.94.15-SECURITY 1.74s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core > 90 0.13s V3.1.0-HBASE-0.94.15-SECURITY 0.12s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 1.05s V3.1.0-HBASE-0.94.15-SECURITY 1.14s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE where core > 0 0.44s V3.1.0-HBASE-0.94.15-SECURITY 0.38s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.23s V3.1.0-HBASE-0.94.15-SECURITY 1.31s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE where db >5 and db <7 order by db 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db 2.04s V3.1.0-HBASE-0.94.15-SECURITY 2.2s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE order by db limit 10 0.1s V3.1.0-HBASE-0.94.15-SECURITY 0.03s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10 1.45s V3.1.0-HBASE-0.94.15-SECURITY 1.64s 3.0-HBASE-0.94.15-SECURITY

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 32.59s V3.1.0-HBASE-0.94.15-SECURITY 40.18s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA INDEXED_TABLE [2000000 ROWS] 461.24s V3.1.0-HBASE-0.94.15-SECURITY 522.82s 3.0-HBASE-0.94.15-SECURITY

---

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 1.14s V3.1.0-HBASE-0.94.15-SECURITY 0.73s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE 0.91s V3.1.0-HBASE-0.94.15-SECURITY 0.94s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE 0.6s V3.1.0-HBASE-0.94.15-SECURITY 0.58s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE 0.88s V3.1.0-HBASE-0.94.15-SECURITY 0.91s 3.0-HBASE-0.94.15-SECURITY

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 0.41s V3.1.0-HBASE-0.94.15-SECURITY 0.2s 3.0-HBASE-0.94.15-SECURITY

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 1.34s V3.1.0-HBASE-0.94.15-SECURITY 1.36s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.13s V3.1.0-HBASE-0.94.15-SECURITY 0.08s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.04s V3.1.0-HBASE-0.94.15-SECURITY 0.04s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.12s V3.1.0-HBASE-0.94.15-SECURITY 0.09s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.92s V3.1.0-HBASE-0.94.15-SECURITY 0.96s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.14s V3.1.0-HBASE-0.94.15-SECURITY 0.12s 3.0-HBASE-0.94.15-SECURITY

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 V3.1.0-HBASE-0.94.15-SECURITY 0.07s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.13s V3.1.0-HBASE-0.94.15-SECURITY 0.1s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.95s V3.1.0-HBASE-0.94.15-SECURITY 0.96s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.48s V3.1.0-HBASE-0.94.15-SECURITY 0.18s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.46s V3.1.0-HBASE-0.94.15-SECURITY 0.42s 3.0-HBASE-0.94.15-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.46s V3.1.0-HBASE-0.94.15-SECURITY 0.16s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 1.26s V3.1.0-HBASE-0.94.15-SECURITY 1.23s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 1.23s V3.1.0-HBASE-0.94.15-SECURITY 0.64s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 1.67s V3.1.0-HBASE-0.94.15-SECURITY 1.61s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 90 0.16s V3.1.0-HBASE-0.94.15-SECURITY 0.14s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90 1.09s V3.1.0-HBASE-0.94.15-SECURITY 1.07s 3.0-HBASE-0.94.15-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 0 0.64s V3.1.0-HBASE-0.94.15-SECURITY 0.44s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0 1.28s V3.1.0-HBASE-0.94.15-SECURITY 1.29s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 0.18s V3.1.0-HBASE-0.94.15-SECURITY 0.07s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 2.23s V3.1.0-HBASE-0.94.15-SECURITY 2.15s 3.0-HBASE-0.94.15-SECURITY

select db from INDEXED_TABLE_MUTABLE order by db limit 10 1.3s V3.1.0-HBASE-0.94.15-SECURITY 0.91s 3.0-HBASE-0.94.15-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10 1.72s V3.1.0-HBASE-0.94.15-SECURITY 1.62s 3.0-HBASE-0.94.15-SECURITY

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 42.58s V3.1.0-HBASE-0.94.15-SECURITY 40.26s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS] 705.65s V3.1.0-HBASE-0.94.15-SECURITY 744.58s 3.0-HBASE-0.94.15-SECURITY

---

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') 0.79s V3.1.0-HBASE-0.94.15-SECURITY 0.76s 3.0-HBASE-0.94.15-SECURITY

select count(1) from TABLE_6CF where K1 in ('A', 'C') 0.66s V3.1.0-HBASE-0.94.15-SECURITY 0.64s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_6CF where f < 1000 1.19s V3.1.0-HBASE-0.94.15-SECURITY 1.25s 3.0-HBASE-0.94.15-SECURITY

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000 1.91s V3.1.0-HBASE-0.94.15-SECURITY 2.02s 3.0-HBASE-0.94.15-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1 4.73s V3.1.0-HBASE-0.94.15-SECURITY 4.72s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_6CF group by A 0.85s V3.1.0-HBASE-0.94.15-SECURITY 0.86s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_6CF group by B 2.65s V3.1.0-HBASE-0.94.15-SECURITY 2.6s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_6CF where f < 10000 2.22s V3.1.0-HBASE-0.94.15-SECURITY 2.23s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA TABLE_6CF [2000000 ROWS] 111.43s V3.1.0-HBASE-0.94.15-SECURITY 109.38s 3.0-HBASE-0.94.15-SECURITY

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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') 1.22s V3.1.0-HBASE-0.94.15-SECURITY 1.16s 3.0-HBASE-0.94.15-SECURITY

select count(*) from SALTED_TABLE where D < 1000 0.88s V3.1.0-HBASE-0.94.15-SECURITY 0.92s 3.0-HBASE-0.94.15-SECURITY

select avg(c),avg(d) from SALTED_TABLE group by K1 3.38s V3.1.0-HBASE-0.94.15-SECURITY 3.52s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA SALTED_TABLE [2000000 ROWS] 110.56s V3.1.0-HBASE-0.94.15-SECURITY 110.49s 3.0-HBASE-0.94.15-SECURITY

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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') 1.69s V3.1.0-HBASE-0.94.15-SECURITY 1.82s 3.0-HBASE-0.94.15-SECURITY

select count(1) from TABLE_1CF where K1 in ('A', 'C') 1.56s V3.1.0-HBASE-0.94.15-SECURITY 1.59s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF where f < 1000 2.13s V3.1.0-HBASE-0.94.15-SECURITY 2.26s 3.0-HBASE-0.94.15-SECURITY

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000 2.53s V3.1.0-HBASE-0.94.15-SECURITY 2.74s 3.0-HBASE-0.94.15-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1 2.34s V3.1.0-HBASE-0.94.15-SECURITY 2.48s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF group by A 1.81s V3.1.0-HBASE-0.94.15-SECURITY 1.95s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF group by B 1.9s V3.1.0-HBASE-0.94.15-SECURITY 2.02s 3.0-HBASE-0.94.15-SECURITY

select count(*) from TABLE_1CF where f < 10000 2.05s V3.1.0-HBASE-0.94.15-SECURITY 2.12s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA TABLE_1CF [2000000 ROWS] 102.7s V3.1.0-HBASE-0.94.15-SECURITY 100.7s 3.0-HBASE-0.94.15-SECURITY

---

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 2.08s V3.1.0-HBASE-0.94.15-SECURITY 2.2s 3.0-HBASE-0.94.15-SECURITY

select count(*) from WIDE_PK where column2<10 2.42s V3.1.0-HBASE-0.94.15-SECURITY 2.53s 3.0-HBASE-0.94.15-SECURITY

select * from WIDE_PK order by mypk DESC limit 10 4.54s V3.1.0-HBASE-0.94.15-SECURITY 4.34s 3.0-HBASE-0.94.15-SECURITY

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50 3.1s V3.1.0-HBASE-0.94.15-SECURITY 3.11s 3.0-HBASE-0.94.15-SECURITY

LOAD DATA WIDE_PK [2000000 ROWS] 232.25s V3.1.0-HBASE-0.94.15-SECURITY 232.75s 3.0-HBASE-0.94.15-SECURITY

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