Phoenix Performance Result :: Thu Feb 06 15:37:10 PST 2014

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Queries by Category

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Aggregation

select count(*) from AGGREGATION_TABLE 0.6s PHOENIX-2.2.2

select count(1) from AGGREGATION_TABLE group by HOST 0.52s PHOENIX-2.2.2

select core, count(1) from AGGREGATION_TABLE group by CORE 0.72s PHOENIX-2.2.2

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 1.06s PHOENIX-2.2.2

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 1.36s PHOENIX-2.2.2

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.54s PHOENIX-2.2.2

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) 0.64s PHOENIX-2.2.2

select count(active_visitor) count from AGGREGATION_TABLE 0.86s PHOENIX-2.2.2

select count(distinct active_visitor) count from AGGREGATION_TABLE 1s PHOENIX-2.2.2

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 1.14s PHOENIX-2.2.2

select core, count(db) count from AGGREGATION_TABLE group by CORE 0.84s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 0.48s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 0.44s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core > 90 0.42s PHOENIX-2.2.2

select count(*) from WIDE_PK 1.24s PHOENIX-2.2.2

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Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000 1.11s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 10000 1.11s PHOENIX-2.2.2

select count(*) from WIDE_PK where column2<10 2.11s PHOENIX-2.2.2

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50 3s PHOENIX-2.2.2

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ColumnFamilies-Single

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D') 0.77s PHOENIX-2.2.2

select count(1) from TABLE_6CF where K1 in ('A', 'C') 0.7s PHOENIX-2.2.2

select count(*) from TABLE_6CF where f < 1000 0.64s PHOENIX-2.2.2

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000 0.69s PHOENIX-2.2.2

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1 2.75s PHOENIX-2.2.2

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 0.85s PHOENIX-2.2.2

select count(1) from TABLE_1CF where K1 in ('A', 'C') 0.78s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 1000 0.95s PHOENIX-2.2.2

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000 1.16s PHOENIX-2.2.2

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1 1.9s PHOENIX-2.2.2

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Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 1.41s PHOENIX-2.2.2

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 1.41s PHOENIX-2.2.2

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IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 0.41s PHOENIX-2.2.2

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X') 0.34s PHOENIX-2.2.2

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0s PHOENIX-2.2.2

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.01s PHOENIX-2.2.2

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 0.55s PHOENIX-2.2.2

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%') 0.6s PHOENIX-2.2.2

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Index

select count(*) from INDEXED_TABLE 0.48s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 2.04s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.37s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 1.39s PHOENIX-2.2.2

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.18s PHOENIX-2.2.2

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 1.49s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core IN (1,100) 0.1s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.05s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.09s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 1.05s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.11s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.13s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 1.09s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.17s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.35s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.14s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.42s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 0.51s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 2.9s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 90 0.14s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 1.23s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 0 0.5s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.93s PHOENIX-2.2.2

select db from INDEXED_TABLE where db >5 and db <7 order by db 0.08s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db 1.81s PHOENIX-2.2.2

select db from INDEXED_TABLE order by db limit 10 0.06s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10 2.37s PHOENIX-2.2.2

select count(*) from INDEXED_TABLE_MUTABLE 0.57s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE 1.99s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE 0.45s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE 1.37s PHOENIX-2.2.2

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 0.26s PHOENIX-2.2.2

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 1.58s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.1s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.05s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.1s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 1.01s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.11s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.12s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.1s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 1.05s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.24s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.3s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.22s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 1.41s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 0.66s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 2.98s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90 0.13s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90 1.16s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0 0.5s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0 1.92s PHOENIX-2.2.2

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 0.09s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 1.84s PHOENIX-2.2.2

select db from INDEXED_TABLE_MUTABLE order by db limit 10 0.89s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10 2.44s PHOENIX-2.2.2

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Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 30.99s PHOENIX-2.2.2

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 31.44s PHOENIX-2.2.2

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Large Group By

select count(*) from TABLE_6CF group by A 0.85s PHOENIX-2.2.2

select count(*) from TABLE_6CF group by B 1.34s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by A 0.97s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by B 1.23s PHOENIX-2.2.2

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Load Data

LOAD DATA AGGREGATION_TABLE [100000 ROWS] 49.83s PHOENIX-2.2.2

LOAD DATA IN_LIKE_TABLE [100000 ROWS] 40.72s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE [100000 ROWS] 222.33s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE_MUTABLE [100000 ROWS] 272.2s PHOENIX-2.2.2

LOAD DATA TABLE_6CF [100000 ROWS] 47.73s PHOENIX-2.2.2

LOAD DATA SALTED_TABLE [100000 ROWS] 49.08s PHOENIX-2.2.2

LOAD DATA TABLE_1CF [100000 ROWS] 44.54s PHOENIX-2.2.2

LOAD DATA WIDE_PK [100000 ROWS] 109.14s PHOENIX-2.2.2

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Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 0.99s PHOENIX-2.2.2

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 0.99s PHOENIX-2.2.2

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 1.4s PHOENIX-2.2.2

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 1.49s PHOENIX-2.2.2

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Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 0.83s PHOENIX-2.2.2

select count(*) from SALTED_TABLE where D < 1000 0.52s PHOENIX-2.2.2

select avg(c),avg(d) from SALTED_TABLE group by K1 1.87s PHOENIX-2.2.2

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Queries by Table

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AGGREGATION_TABLE

Table used for various aggregation functions

ROWS 100000 [0M]

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 PHOENIX-2.2.2

select count(1) from AGGREGATION_TABLE group by HOST 0.52s PHOENIX-2.2.2

select core, count(1) from AGGREGATION_TABLE group by CORE 0.72s PHOENIX-2.2.2

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 1.06s PHOENIX-2.2.2

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 1.36s PHOENIX-2.2.2

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.54s PHOENIX-2.2.2

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) 0.64s PHOENIX-2.2.2

select count(active_visitor) count from AGGREGATION_TABLE 0.86s PHOENIX-2.2.2

select count(distinct active_visitor) count from AGGREGATION_TABLE 1s PHOENIX-2.2.2

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 0.99s PHOENIX-2.2.2

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 0.99s PHOENIX-2.2.2

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 1.14s PHOENIX-2.2.2

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 1.41s PHOENIX-2.2.2

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 1.4s PHOENIX-2.2.2

select core, count(db) count from AGGREGATION_TABLE group by CORE 0.84s PHOENIX-2.2.2

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 1.41s PHOENIX-2.2.2

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 1.49s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 0.41s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 0.48s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 0.44s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core > 90 0.42s PHOENIX-2.2.2

LOAD DATA AGGREGATION_TABLE [100000 ROWS] 49.83s PHOENIX-2.2.2

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IN_LIKE_TABLE

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

ROWS 100000 [0M]

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') 0.34s PHOENIX-2.2.2

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0s PHOENIX-2.2.2

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.01s PHOENIX-2.2.2

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 0.55s PHOENIX-2.2.2

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%') 0.6s PHOENIX-2.2.2

LOAD DATA IN_LIKE_TABLE [100000 ROWS] 40.72s PHOENIX-2.2.2

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INDEXED_TABLE

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

ROWS 100000 [0M]

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 0.48s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 2.04s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.37s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 1.39s PHOENIX-2.2.2

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.18s PHOENIX-2.2.2

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 1.49s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core IN (1,100) 0.1s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.05s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100) 0.09s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 1.05s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.11s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.13s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.1s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 1.09s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.17s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.35s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.14s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.42s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 0.51s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 2.9s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 90 0.14s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 1.23s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 0 0.5s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.93s PHOENIX-2.2.2

select db from INDEXED_TABLE where db >5 and db <7 order by db 0.08s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db 1.81s PHOENIX-2.2.2

select db from INDEXED_TABLE order by db limit 10 0.06s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10 2.37s PHOENIX-2.2.2

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 30.99s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE [100000 ROWS] 222.33s PHOENIX-2.2.2

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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 100000 [0M]

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 0.57s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE 1.99s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE 0.45s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE 1.37s PHOENIX-2.2.2

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 0.26s PHOENIX-2.2.2

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 1.58s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.1s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.05s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 0.1s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100) 1.01s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.11s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.12s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 0.1s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100) 1.05s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.24s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.3s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 0.22s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200 1.41s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 0.66s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000 2.98s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90 0.13s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90 1.16s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0 0.5s PHOENIX-2.2.2

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0 1.92s PHOENIX-2.2.2

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 0.09s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db 1.84s PHOENIX-2.2.2

select db from INDEXED_TABLE_MUTABLE order by db limit 10 0.89s PHOENIX-2.2.2

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10 2.44s PHOENIX-2.2.2

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR) 31.44s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE_MUTABLE [100000 ROWS] 272.2s PHOENIX-2.2.2

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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 100000 [0M]

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') 0.77s PHOENIX-2.2.2

select count(1) from TABLE_6CF where K1 in ('A', 'C') 0.7s PHOENIX-2.2.2

select count(*) from TABLE_6CF where f < 1000 0.64s PHOENIX-2.2.2

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000 0.69s PHOENIX-2.2.2

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1 2.75s PHOENIX-2.2.2

select count(*) from TABLE_6CF group by A 0.85s PHOENIX-2.2.2

select count(*) from TABLE_6CF group by B 1.34s PHOENIX-2.2.2

select count(*) from TABLE_6CF where f < 10000 1.11s PHOENIX-2.2.2

LOAD DATA TABLE_6CF [100000 ROWS] 47.73s PHOENIX-2.2.2

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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 100000 [0M]

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') 0.83s PHOENIX-2.2.2

select count(*) from SALTED_TABLE where D < 1000 0.52s PHOENIX-2.2.2

select avg(c),avg(d) from SALTED_TABLE group by K1 1.87s PHOENIX-2.2.2

LOAD DATA SALTED_TABLE [100000 ROWS] 49.08s PHOENIX-2.2.2

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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 100000 [0M]

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') 0.85s PHOENIX-2.2.2

select count(1) from TABLE_1CF where K1 in ('A', 'C') 0.78s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 1000 0.95s PHOENIX-2.2.2

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000 1.16s PHOENIX-2.2.2

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1 1.9s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by A 0.97s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by B 1.23s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 10000 1.11s PHOENIX-2.2.2

LOAD DATA TABLE_1CF [100000 ROWS] 44.54s PHOENIX-2.2.2

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WIDE_PK

ROWS 100000 [0M]

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 1.24s PHOENIX-2.2.2

select count(*) from WIDE_PK where column2<10 2.11s PHOENIX-2.2.2

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50 3s PHOENIX-2.2.2

LOAD DATA WIDE_PK [100000 ROWS] 109.14s PHOENIX-2.2.2

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