Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Wed Feb 05 14:28:38 PST 2014

Queries by Category

1K table

select count(*) from T1K

0.01s PHOENIX-2.2.2

select mypk from T1K

0.02s PHOENIX-2.2.2

1K values match

select count(*) from T5M where column1 in (?,?,?...)

0.46s PHOENIX-2.2.2

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column1

SQL Exception - Check logs for PHOENIX-2.2.2

5M table

select count(*) from T5M

0.48s PHOENIX-2.2.2

5M values match

select count(*) from T5M where column2 in (?,?,?...)

1.06s PHOENIX-2.2.2

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column2

SQL Exception - Check logs for PHOENIX-2.2.2

Aggregation

select count(*) from AGGREGATION_TABLE

0.19s PHOENIX-2.2.2

select count(1) from AGGREGATION_TABLE group by HOST

0.15s PHOENIX-2.2.2

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

0.28s PHOENIX-2.2.2

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

0.37s PHOENIX-2.2.2

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

0.29s 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

0.16s 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)

0.22s PHOENIX-2.2.2

select count(active_visitor) count from AGGREGATION_TABLE

0.22s PHOENIX-2.2.2

select count(distinct active_visitor) count from AGGREGATION_TABLE

0.28s PHOENIX-2.2.2

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

0.28s PHOENIX-2.2.2

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

0.25s PHOENIX-2.2.2

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

0.18s PHOENIX-2.2.2

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

0.15s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core > 90

0.17s PHOENIX-2.2.2

select count(*) from WIDE_PK

0.27s PHOENIX-2.2.2

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

0.26s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 10000

0.26s PHOENIX-2.2.2

select count(*) from WIDE_PK where column2<10

0.37s PHOENIX-2.2.2

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

0.53s PHOENIX-2.2.2

ColumnFamilies-Single

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

0.19s PHOENIX-2.2.2

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

0.15s PHOENIX-2.2.2

select count(*) from TABLE_6CF where f < 1000

0.17s 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

0.18s PHOENIX-2.2.2

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

0.56s PHOENIX-2.2.2

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

0.2s PHOENIX-2.2.2

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

0.2s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 1000

0.22s 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

0.28s PHOENIX-2.2.2

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

0.41s PHOENIX-2.2.2

Count Distinct

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

0.37s PHOENIX-2.2.2

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

0.32s PHOENIX-2.2.2

IN/LIKE Clause

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

0.14s PHOENIX-2.2.2

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

0.08s 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%'

0.19s 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%')

0.18s PHOENIX-2.2.2

Index

select count(*) from INDEXED_TABLE

0.21s PHOENIX-2.2.2

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

0.53s PHOENIX-2.2.2

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

0.14s PHOENIX-2.2.2

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

0.53s 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

0.12s 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

0.58s 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)

0.02s PHOENIX-2.2.2

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

0.05s PHOENIX-2.2.2

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

0.4s PHOENIX-2.2.2

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

0.1s 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)

0.04s 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)

0.09s PHOENIX-2.2.2

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

0.4s PHOENIX-2.2.2

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

0.11s PHOENIX-2.2.2

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

0.09s PHOENIX-2.2.2

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

0.11s PHOENIX-2.2.2

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

0.52s PHOENIX-2.2.2

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

0.16s PHOENIX-2.2.2

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

1.1s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 90

0.1s PHOENIX-2.2.2

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

0.45s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 0

0.15s PHOENIX-2.2.2

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

0.74s PHOENIX-2.2.2

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

0.06s PHOENIX-2.2.2

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

0.69s PHOENIX-2.2.2

select db from INDEXED_TABLE order by db limit 10

0.02s PHOENIX-2.2.2

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

0.9s PHOENIX-2.2.2

select count(*) from INDEXED_TABLE_MUTABLE

0.24s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE

0.75s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE

0.13s PHOENIX-2.2.2

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

0.53s 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

0.12s 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

0.62s 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)

0.02s PHOENIX-2.2.2

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

0.05s PHOENIX-2.2.2

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

0.4s PHOENIX-2.2.2

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

0.07s 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)

0.04s 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)

0.09s PHOENIX-2.2.2

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

0.41s PHOENIX-2.2.2

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

0.13s 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

0.09s 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

0.12s PHOENIX-2.2.2

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

0.56s PHOENIX-2.2.2

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

0.21s PHOENIX-2.2.2

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

1.17s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.1s PHOENIX-2.2.2

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

0.47s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.15s PHOENIX-2.2.2

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

0.79s PHOENIX-2.2.2

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

0.07s PHOENIX-2.2.2

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

0.72s PHOENIX-2.2.2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.18s PHOENIX-2.2.2

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

0.95s PHOENIX-2.2.2

Index Creation After Data

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

12.76s PHOENIX-2.2.2

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

12.6s PHOENIX-2.2.2

Large Group By

select count(*) from TABLE_6CF group by A

0.22s PHOENIX-2.2.2

select count(*) from TABLE_6CF group by B

0.33s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by A

0.23s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by B

0.3s PHOENIX-2.2.2

Load Data

LOAD DATA AGGREGATION_TABLE [200000 ROWS]

12.45s PHOENIX-2.2.2

LOAD DATA IN_LIKE_TABLE [200000 ROWS]

7.74s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE [200000 ROWS]

41.33s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE_MUTABLE [200000 ROWS]

38.93s PHOENIX-2.2.2

LOAD DATA TABLE_6CF [200000 ROWS]

9.8s PHOENIX-2.2.2

LOAD DATA SALTED_TABLE [200000 ROWS]

10.4s PHOENIX-2.2.2

LOAD DATA TABLE_1CF [200000 ROWS]

9.23s PHOENIX-2.2.2

LOAD DATA T1K [1000 ROWS]

0.05s PHOENIX-2.2.2

LOAD DATA T5M [200000 ROWS]

8.55s PHOENIX-2.2.2

LOAD DATA WIDE_PK [200000 ROWS]

22.41s PHOENIX-2.2.2

Percentile

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

0.39s PHOENIX-2.2.2

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

0.28s 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

0.38s PHOENIX-2.2.2

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

0.42s PHOENIX-2.2.2

Salting

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

0.23s PHOENIX-2.2.2

select count(*) from SALTED_TABLE where D < 1000

0.14s PHOENIX-2.2.2

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

0.44s PHOENIX-2.2.2

Queries by Table

AGGREGATION_TABLE

Table used for various aggregation functions

ROWS 200000 [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

0.19s PHOENIX-2.2.2

select count(1) from AGGREGATION_TABLE group by HOST

0.15s PHOENIX-2.2.2

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

0.28s PHOENIX-2.2.2

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

0.37s PHOENIX-2.2.2

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

0.29s 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

0.16s 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)

0.22s PHOENIX-2.2.2

select count(active_visitor) count from AGGREGATION_TABLE

0.22s PHOENIX-2.2.2

select count(distinct active_visitor) count from AGGREGATION_TABLE

0.28s PHOENIX-2.2.2

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

0.39s PHOENIX-2.2.2

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

0.28s PHOENIX-2.2.2

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

0.28s PHOENIX-2.2.2

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

0.37s PHOENIX-2.2.2

0.38s PHOENIX-2.2.2

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

0.25s PHOENIX-2.2.2

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

0.32s PHOENIX-2.2.2

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

0.42s PHOENIX-2.2.2

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

0.14s PHOENIX-2.2.2

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

0.18s PHOENIX-2.2.2

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

0.15s PHOENIX-2.2.2

select count(core) from AGGREGATION_TABLE where core > 90

0.17s PHOENIX-2.2.2

LOAD DATA AGGREGATION_TABLE [200000 ROWS]

12.45s PHOENIX-2.2.2

IN_LIKE_TABLE

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

ROWS 200000 [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')

0.08s 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%'

0.19s 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%')

0.18s PHOENIX-2.2.2

LOAD DATA IN_LIKE_TABLE [200000 ROWS]

7.74s PHOENIX-2.2.2

INDEXED_TABLE

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

ROWS 200000 [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

0.21s PHOENIX-2.2.2

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

0.53s PHOENIX-2.2.2

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

0.14s PHOENIX-2.2.2

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

0.53s 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

0.12s 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

0.58s 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)

0.02s PHOENIX-2.2.2

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

0.05s PHOENIX-2.2.2

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

0.4s PHOENIX-2.2.2

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

0.1s 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)

0.04s 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)

0.09s PHOENIX-2.2.2

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

0.4s PHOENIX-2.2.2

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

0.11s PHOENIX-2.2.2

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

0.09s PHOENIX-2.2.2

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

0.11s PHOENIX-2.2.2

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

0.52s PHOENIX-2.2.2

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

0.16s PHOENIX-2.2.2

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

1.1s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 90

0.1s PHOENIX-2.2.2

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

0.45s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE where core > 0

0.15s PHOENIX-2.2.2

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

0.74s PHOENIX-2.2.2

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

0.06s PHOENIX-2.2.2

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

0.69s PHOENIX-2.2.2

select db from INDEXED_TABLE order by db limit 10

0.02s PHOENIX-2.2.2

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

0.9s PHOENIX-2.2.2

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

12.76s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE [200000 ROWS]

41.33s PHOENIX-2.2.2

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 200000 [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

0.24s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE

0.75s PHOENIX-2.2.2

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE

0.13s PHOENIX-2.2.2

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

0.53s 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

0.12s 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

0.62s 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)

0.02s PHOENIX-2.2.2

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

0.05s PHOENIX-2.2.2

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

0.4s PHOENIX-2.2.2

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

0.07s 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)

0.04s 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)

0.09s PHOENIX-2.2.2

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

0.41s PHOENIX-2.2.2

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

0.13s 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

0.09s 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

0.12s PHOENIX-2.2.2

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

0.56s PHOENIX-2.2.2

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

0.21s PHOENIX-2.2.2

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

1.17s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.1s PHOENIX-2.2.2

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

0.47s PHOENIX-2.2.2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.15s PHOENIX-2.2.2

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

0.79s PHOENIX-2.2.2

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

0.07s PHOENIX-2.2.2

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

0.72s PHOENIX-2.2.2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.18s PHOENIX-2.2.2

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

0.95s PHOENIX-2.2.2

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

12.6s PHOENIX-2.2.2

LOAD DATA INDEXED_TABLE_MUTABLE [200000 ROWS]

38.93s PHOENIX-2.2.2

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 200000 [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')

0.19s PHOENIX-2.2.2

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

0.15s PHOENIX-2.2.2

select count(*) from TABLE_6CF where f < 1000

0.17s 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

0.18s PHOENIX-2.2.2

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

0.56s PHOENIX-2.2.2

select count(*) from TABLE_6CF group by A

0.22s PHOENIX-2.2.2

select count(*) from TABLE_6CF group by B

0.33s PHOENIX-2.2.2

select count(*) from TABLE_6CF where f < 10000

0.26s PHOENIX-2.2.2

LOAD DATA TABLE_6CF [200000 ROWS]

9.8s PHOENIX-2.2.2

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 200000 [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')

0.23s PHOENIX-2.2.2

select count(*) from SALTED_TABLE where D < 1000

0.14s PHOENIX-2.2.2

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

0.44s PHOENIX-2.2.2

LOAD DATA SALTED_TABLE [200000 ROWS]

10.4s PHOENIX-2.2.2

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 200000 [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')

0.2s PHOENIX-2.2.2

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

0.2s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 1000

0.22s 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

0.28s PHOENIX-2.2.2

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

0.41s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by A

0.23s PHOENIX-2.2.2

select count(*) from TABLE_1CF group by B

0.3s PHOENIX-2.2.2

select count(*) from TABLE_1CF where f < 10000

0.26s PHOENIX-2.2.2

LOAD DATA TABLE_1CF [200000 ROWS]

9.23s PHOENIX-2.2.2

T1K

ROWS 1000 [0M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(10) NOT NULL PRIMARY KEY,CF.column1 char(10),CF.column2 char(10),CF.column3 char(10));

DATA GENERATOR
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Max. Value: 1000 Values: RANDOM
STRING :: Length: 10 Max. Value: 10000 Values: RANDOM

select count(*) from T1K

0.01s PHOENIX-2.2.2

select mypk from T1K

0.02s PHOENIX-2.2.2

select count(*) from T5M where column1 in (?,?,?...)

0.46s PHOENIX-2.2.2

select count(*) from T5M where column2 in (?,?,?...)

1.06s PHOENIX-2.2.2

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column1

SQL Exception - Check logs for PHOENIX-2.2.2

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column2

SQL Exception - Check logs for PHOENIX-2.2.2

LOAD DATA T1K [1000 ROWS]

0.05s PHOENIX-2.2.2

T5M

ROWS 200000 [0M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(10) NOT NULL PRIMARY KEY,CF.column1 char(10),CF.column2 char(10),CF.column3 char(10));

DATA GENERATOR
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Max. Value: 1000 Values: RANDOM
STRING :: Length: 10 Max. Value: 10000 Values: RANDOM

select count(*) from T5M

0.48s PHOENIX-2.2.2

LOAD DATA T5M [200000 ROWS]

8.55s PHOENIX-2.2.2

WIDE_PK

ROWS 200000 [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

0.27s PHOENIX-2.2.2

select count(*) from WIDE_PK where column2<10

0.37s PHOENIX-2.2.2

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

0.53s PHOENIX-2.2.2

LOAD DATA WIDE_PK [200000 ROWS]

22.41s PHOENIX-2.2.2

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