Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Mon Feb 03 15:36:54 PST 2014

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

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select count(1) from AGGREGATION_TABLE group by HOST

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select core, count(1) from AGGREGATION_TABLE group by CORE

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select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host

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

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

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1.08s PHOENIX-2.2.0

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)

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select count(active_visitor) count from AGGREGATION_TABLE

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select count(distinct active_visitor) count from AGGREGATION_TABLE

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select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE

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2.88s PHOENIX-2.2.0-96

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select core, count(db) count from AGGREGATION_TABLE group by CORE

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select count(core) from AGGREGATION_TABLE where core < 10 and db < 200

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select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000

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select count(core) from AGGREGATION_TABLE where core > 90

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0.78s PHOENIX-2.2.0

select count(*) from WIDE_PK

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Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

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2.26s PHOENIX-2.2.0

select count(*) from TABLE_1CF where f < 10000

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2.72s PHOENIX-2.2.0-96

2.34s PHOENIX-2.2.0

select count(*) from WIDE_PK where column2<10

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3.5s PHOENIX-2.2.0-96

3.82s PHOENIX-2.2.0

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50

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5.39s PHOENIX-2.2.0

ColumnFamilies-Single

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D')

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select count(1) from TABLE_6CF where K1 in ('A', 'C')

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select count(*) from TABLE_6CF where f < 1000

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select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000

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select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1

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select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D')

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select count(1) from TABLE_1CF where K1 in ('A', 'C')

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select count(*) from TABLE_1CF where f < 1000

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select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000

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select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1

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Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE

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select core, count(distinct db) count from AGGREGATION_TABLE group by CORE

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IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)

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select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')

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select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')

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

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

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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%')

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Index

select count(*) from INDEXED_TABLE

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select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE

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select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE

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select /*+NO_INDEX*/ count(*) from INDEXED_TABLE

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

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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

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select count(core) from INDEXED_TABLE where core IN (1,100)

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

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

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select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)

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select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

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

0.16s PHOENIX-2.2.0

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

0.1s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

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select count(core) from INDEXED_TABLE where core < 10 and db < 200

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

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

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select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200

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select count(core) from INDEXED_TABLE where core < 100 and db < 2000

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select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000

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select count(core) from INDEXED_TABLE where core > 90

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select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90

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select count(core) from INDEXED_TABLE where core > 0

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select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0

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select db from INDEXED_TABLE where db >5 and db <7 order by db

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select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db

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select db from INDEXED_TABLE order by db limit 10

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select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10

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2.59s PHOENIX-2.2.0

Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

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Large Group By

select count(*) from TABLE_6CF group by A

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1.79s PHOENIX-2.2.0

select count(*) from TABLE_6CF group by B

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select count(*) from TABLE_1CF group by A

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select count(*) from TABLE_1CF group by B

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Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

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94.8s PHOENIX-2.2.0

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

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83.5s PHOENIX-2.2.0

LOAD DATA INDEXED_TABLE [2000000 ROWS]

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554.53s PHOENIX-2.2.0-96

476.12s PHOENIX-2.2.0

LOAD DATA TABLE_6CF [2000000 ROWS]

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110.38s PHOENIX-2.2.0-96

99.63s PHOENIX-2.2.0

LOAD DATA SALTED_TABLE [2000000 ROWS]

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97.59s PHOENIX-2.2.0

LOAD DATA TABLE_1CF [2000000 ROWS]

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92.02s PHOENIX-2.2.0

LOAD DATA WIDE_PK [2000000 ROWS]

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219.69s PHOENIX-2.2.0-96

221.19s PHOENIX-2.2.0

Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE

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select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE

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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

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select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE

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2.89s PHOENIX-2.2.0

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')

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select count(*) from SALTED_TABLE where D < 1000

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select avg(c),avg(d) from SALTED_TABLE group by K1

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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

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select count(1) from AGGREGATION_TABLE group by HOST

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select core, count(1) from AGGREGATION_TABLE group by CORE

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select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host

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

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

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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)

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select count(active_visitor) count from AGGREGATION_TABLE

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select count(distinct active_visitor) count from AGGREGATION_TABLE

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select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE

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select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE

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select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE

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select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE

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select core, count(db) count from AGGREGATION_TABLE group by CORE

2.13s PHOENIX-2.2.0-96-RUN1

2.17s PHOENIX-2.2.0-96

1.75s PHOENIX-2.2.0

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE

3.21s PHOENIX-2.2.0-96-RUN1

3.34s PHOENIX-2.2.0-96

2.8s PHOENIX-2.2.0

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE

3.3s PHOENIX-2.2.0-96-RUN1

3.42s PHOENIX-2.2.0-96

2.89s PHOENIX-2.2.0

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)

0.76s PHOENIX-2.2.0-96-RUN1

0.77s PHOENIX-2.2.0-96

0.7s PHOENIX-2.2.0

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200

0.94s PHOENIX-2.2.0-96-RUN1

1.02s PHOENIX-2.2.0-96

0.9s PHOENIX-2.2.0

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000

0.74s PHOENIX-2.2.0-96-RUN1

0.82s PHOENIX-2.2.0-96

0.75s PHOENIX-2.2.0

select count(core) from AGGREGATION_TABLE where core > 90

0.83s PHOENIX-2.2.0-96-RUN1

0.92s PHOENIX-2.2.0-96

0.78s PHOENIX-2.2.0

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

109.76s PHOENIX-2.2.0-96-RUN1

113.83s PHOENIX-2.2.0-96

94.8s PHOENIX-2.2.0

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')

0.96s PHOENIX-2.2.0-96-RUN1

0.88s PHOENIX-2.2.0-96

0.7s PHOENIX-2.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')

0s PHOENIX-2.2.0-96-RUN1

0s PHOENIX-2.2.0-96

0.01s PHOENIX-2.2.0

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

0.02s PHOENIX-2.2.0-96-RUN1

0.05s PHOENIX-2.2.0-96

0.01s PHOENIX-2.2.0

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

1.67s PHOENIX-2.2.0-96-RUN1

1.75s PHOENIX-2.2.0-96

1.44s PHOENIX-2.2.0

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%')

1.5s PHOENIX-2.2.0-96-RUN1

1.54s PHOENIX-2.2.0-96

1.32s PHOENIX-2.2.0

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.31s PHOENIX-2.2.0-96-RUN1

93.41s PHOENIX-2.2.0-96

83.5s PHOENIX-2.2.0

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

1.09s PHOENIX-2.2.0-96-RUN1

1.02s PHOENIX-2.2.0-96

0.92s PHOENIX-2.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE

2.38s PHOENIX-2.2.0-96-RUN1

2.4s PHOENIX-2.2.0-96

2.44s PHOENIX-2.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE

0.85s PHOENIX-2.2.0-96-RUN1

0.9s PHOENIX-2.2.0-96

0.9s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE

2.3s PHOENIX-2.2.0-96-RUN1

2.02s PHOENIX-2.2.0-96

1.46s PHOENIX-2.2.0

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

0.22s PHOENIX-2.2.0-96-RUN1

0.2s PHOENIX-2.2.0-96

0.18s PHOENIX-2.2.0

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

1.84s PHOENIX-2.2.0-96-RUN1

1.79s PHOENIX-2.2.0-96

1.59s PHOENIX-2.2.0

select count(core) from INDEXED_TABLE where core IN (1,100)

0.08s PHOENIX-2.2.0

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

0.08s PHOENIX-2.2.0

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

0.07s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)

1.23s PHOENIX-2.2.0-96-RUN1

1.14s PHOENIX-2.2.0-96

1.03s PHOENIX-2.2.0

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.13s PHOENIX-2.2.0

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

0.16s PHOENIX-2.2.0

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

0.1s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

1.3s PHOENIX-2.2.0-96-RUN1

1.18s PHOENIX-2.2.0-96

1.04s PHOENIX-2.2.0

select count(core) from INDEXED_TABLE where core < 10 and db < 200

0.23s PHOENIX-2.2.0-96-RUN1

0.23s PHOENIX-2.2.0-96

0.23s PHOENIX-2.2.0

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

0.73s PHOENIX-2.2.0-96-RUN1

0.69s PHOENIX-2.2.0-96

0.81s PHOENIX-2.2.0

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

0.19s PHOENIX-2.2.0-96-RUN1

0.2s PHOENIX-2.2.0-96

0.22s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200

1.51s PHOENIX-2.2.0-96-RUN1

1.43s PHOENIX-2.2.0-96

1.42s PHOENIX-2.2.0

select count(core) from INDEXED_TABLE where core < 100 and db < 2000

1.43s PHOENIX-2.2.0-96-RUN1

1.37s PHOENIX-2.2.0-96

1.37s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000

4.14s PHOENIX-2.2.0-96-RUN1

3.68s PHOENIX-2.2.0-96

3.21s PHOENIX-2.2.0

select count(core) from INDEXED_TABLE where core > 90

0.21s PHOENIX-2.2.0-96-RUN1

0.19s PHOENIX-2.2.0-96

0.17s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90

1.37s PHOENIX-2.2.0-96-RUN1

1.34s PHOENIX-2.2.0-96

1.22s PHOENIX-2.2.0

select count(core) from INDEXED_TABLE where core > 0

1.12s PHOENIX-2.2.0-96-RUN1

1.1s PHOENIX-2.2.0-96

1.12s PHOENIX-2.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0

2.88s PHOENIX-2.2.0-96-RUN1

2.62s PHOENIX-2.2.0-96

2.1s PHOENIX-2.2.0

select db from INDEXED_TABLE where db >5 and db <7 order by db

0.09s PHOENIX-2.2.0-96-RUN1

0.08s PHOENIX-2.2.0-96

0.05s PHOENIX-2.2.0

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db

2.3s PHOENIX-2.2.0-96-RUN1

1.98s PHOENIX-2.2.0-96

1.95s PHOENIX-2.2.0

select db from INDEXED_TABLE order by db limit 10

0.07s PHOENIX-2.2.0-96-RUN1

0.07s PHOENIX-2.2.0-96

0.06s PHOENIX-2.2.0

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10

3.51s PHOENIX-2.2.0-96-RUN1

3.15s PHOENIX-2.2.0-96

2.59s PHOENIX-2.2.0

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

45.52s PHOENIX-2.2.0-96-RUN1

46.8s PHOENIX-2.2.0-96

37.83s PHOENIX-2.2.0

LOAD DATA INDEXED_TABLE [2000000 ROWS]

549.13s PHOENIX-2.2.0-96-RUN1

554.53s PHOENIX-2.2.0-96

476.12s PHOENIX-2.2.0

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')

1.93s PHOENIX-2.2.0-96-RUN1

2.07s PHOENIX-2.2.0-96

1.57s PHOENIX-2.2.0

select count(1) from TABLE_6CF where K1 in ('A', 'C')

1.72s PHOENIX-2.2.0-96-RUN1

1.85s PHOENIX-2.2.0-96

1.44s PHOENIX-2.2.0

select count(*) from TABLE_6CF where f < 1000

1.28s PHOENIX-2.2.0-96-RUN1

1.29s PHOENIX-2.2.0-96

1.27s PHOENIX-2.2.0

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000

1.22s PHOENIX-2.2.0-96-RUN1

1.3s PHOENIX-2.2.0-96

1.38s PHOENIX-2.2.0

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1

5.74s PHOENIX-2.2.0-96-RUN1

5.47s PHOENIX-2.2.0-96

5s PHOENIX-2.2.0

select count(*) from TABLE_6CF group by A

2.17s PHOENIX-2.2.0-96-RUN1

2.08s PHOENIX-2.2.0-96

1.79s PHOENIX-2.2.0

select count(*) from TABLE_6CF group by B

3.16s PHOENIX-2.2.0-96-RUN1

3s PHOENIX-2.2.0-96

2.63s PHOENIX-2.2.0

select count(*) from TABLE_6CF where f < 10000

2.58s PHOENIX-2.2.0-96-RUN1

2.5s PHOENIX-2.2.0-96

2.26s PHOENIX-2.2.0

LOAD DATA TABLE_6CF [2000000 ROWS]

108.47s PHOENIX-2.2.0-96-RUN1

110.38s PHOENIX-2.2.0-96

99.63s PHOENIX-2.2.0

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')

1.92s PHOENIX-2.2.0-96-RUN1

1.97s PHOENIX-2.2.0-96

1.64s PHOENIX-2.2.0

select count(*) from SALTED_TABLE where D < 1000

0.9s PHOENIX-2.2.0-96-RUN1

0.93s PHOENIX-2.2.0-96

0.86s PHOENIX-2.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1

4.33s PHOENIX-2.2.0-96-RUN1

4.13s PHOENIX-2.2.0-96

3.74s PHOENIX-2.2.0

LOAD DATA SALTED_TABLE [2000000 ROWS]

105.1s PHOENIX-2.2.0-96-RUN1

105.2s PHOENIX-2.2.0-96

97.59s PHOENIX-2.2.0

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')

2.2s PHOENIX-2.2.0-96-RUN1

2.19s PHOENIX-2.2.0-96

1.84s PHOENIX-2.2.0

select count(1) from TABLE_1CF where K1 in ('A', 'C')

1.97s PHOENIX-2.2.0-96-RUN1

2.18s PHOENIX-2.2.0-96

1.62s PHOENIX-2.2.0

select count(*) from TABLE_1CF where f < 1000

2.04s PHOENIX-2.2.0-96-RUN1

2.14s PHOENIX-2.2.0-96

1.92s PHOENIX-2.2.0

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000

2.22s PHOENIX-2.2.0-96-RUN1

2.3s PHOENIX-2.2.0-96

2.4s PHOENIX-2.2.0

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1

5.2s PHOENIX-2.2.0-96-RUN1

4.97s PHOENIX-2.2.0-96

4.22s PHOENIX-2.2.0

select count(*) from TABLE_1CF group by A

2.38s PHOENIX-2.2.0-96-RUN1

2.35s PHOENIX-2.2.0-96

2.04s PHOENIX-2.2.0

select count(*) from TABLE_1CF group by B

3.06s PHOENIX-2.2.0-96-RUN1

2.98s PHOENIX-2.2.0-96

2.58s PHOENIX-2.2.0

select count(*) from TABLE_1CF where f < 10000

2.71s PHOENIX-2.2.0-96-RUN1

2.72s PHOENIX-2.2.0-96

2.34s PHOENIX-2.2.0

LOAD DATA TABLE_1CF [2000000 ROWS]

100.79s PHOENIX-2.2.0-96-RUN1

101.86s PHOENIX-2.2.0-96

92.02s PHOENIX-2.2.0

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

2.46s PHOENIX-2.2.0-96-RUN1

2.38s PHOENIX-2.2.0-96

2.51s PHOENIX-2.2.0

select count(*) from WIDE_PK where column2<10

3.63s PHOENIX-2.2.0-96-RUN1

3.5s PHOENIX-2.2.0-96

3.82s PHOENIX-2.2.0

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50

5.06s PHOENIX-2.2.0-96-RUN1

4.97s PHOENIX-2.2.0-96

5.39s PHOENIX-2.2.0

LOAD DATA WIDE_PK [2000000 ROWS]

223.35s PHOENIX-2.2.0-96-RUN1

219.69s PHOENIX-2.2.0-96

221.19s PHOENIX-2.2.0

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