Phoenix Performance Result :: Tue Jun 04 22:11:12 PDT 2013
AGGREGATION_TABLE
Various server side grouped/un-grouped aggregation functions. Data is pre-split in 9 regions over a 4 region server cluster.

ROWS 10000000 [10M]

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

QUERIES
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)
8.6s SNAPSHOT
7.87s PHOENIX-1.2.0
11.51s PHOENIX-1.1

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
6.6s SNAPSHOT
5.68s PHOENIX-1.2.0
5.84s PHOENIX-1.1

select count(1) from AGGREGATION_TABLE group by HOST
8.77s SNAPSHOT
7.65s PHOENIX-1.2.0
7.33s PHOENIX-1.1

select count(*) from AGGREGATION_TABLE
8.34s SNAPSHOT
7.36s PHOENIX-1.2.0
7.15s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
15.04s SNAPSHOT
13.71s PHOENIX-1.2.0
13.33s PHOENIX-1.1

select core, count(1) from AGGREGATION_TABLE group by CORE
9.04s SNAPSHOT
8.2s PHOENIX-1.2.0
8.14s PHOENIX-1.1

select MIN(CORE) from AGGREGATION_TABLE group by DOMAIN
9.48s SNAPSHOT
8.48s PHOENIX-1.2.0
8.31s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
17.46s SNAPSHOT
17.03s PHOENIX-1.2.0
17.45s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
361.66s SNAPSHOT
357.75s PHOENIX-1.2.0
296.2s PHOENIX-1.1

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

ROWS 10000000 [10M]

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

QUERIES
select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')
3.62s SNAPSHOT
4.07s PHOENIX-1.2.0
4.05s PHOENIX-1.1

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'
5.58s SNAPSHOT
5.32s PHOENIX-1.2.0
4.81s PHOENIX-1.1

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%')
5.52s SNAPSHOT
5.57s PHOENIX-1.2.0
4.95s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s SNAPSHOT
0.01s PHOENIX-1.2.0
5.83s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.02s SNAPSHOT
0.02s PHOENIX-1.2.0
25.88s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
328.47s SNAPSHOT
322.39s PHOENIX-1.2.0
240.86s PHOENIX-1.1

CF_TABLE_14CF
Data is split in 14 column families. Phoenix 1.2+ uses Essential Column Family filter feature which fetches only required columns when filtering rows.

ROWS 10000000 [10M]

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, CF7.G INTEGER, CF8.H INTEGER, CF9.I INTEGER, CF10.J INTEGER, CF11.K INTEGER, CF12.L INTEGER, CF13.M INTEGER, CF14.N 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: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM

QUERIES
select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1
38.1s SNAPSHOT
37.43s PHOENIX-1.2.0
30.74s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D')
12.66s SNAPSHOT
12.32s PHOENIX-1.2.0
10.18s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000
6.43s SNAPSHOT
6.15s PHOENIX-1.2.0
14.87s PHOENIX-1.1

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_14CF where (B>1000 and B<2000) and (M>1000 and M<2000)
8.4s SNAPSHOT
8.14s PHOENIX-1.2.0
410.84s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
643.88s SNAPSHOT
641.55s PHOENIX-1.2.0
462.89s PHOENIX-1.1

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 10000000 [10M]

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

QUERIES
select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')
7.74s SNAPSHOT
6.62s PHOENIX-1.2.0
19.59s PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000
2.79s SNAPSHOT
2.82s PHOENIX-1.2.0
22.28s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1
15.52s SNAPSHOT
15.36s PHOENIX-1.2.0
28.65s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
402.2s SNAPSHOT
393.19s PHOENIX-1.2.0
410.45s PHOENIX-1.1

CF_TABLE_1CF
Same data as in 14 column family table but this one only has a single column family. Performance should be worse in most cases.

ROWS 10000000 [10M]

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, CF.G INTEGER, CF.H INTEGER, CF.I INTEGER, CF.J INTEGER, CF.K INTEGER, CF.L INTEGER, CF.M INTEGER, CF.N 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: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM

QUERIES
select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1
33.74s SNAPSHOT
33.52s PHOENIX-1.2.0
31.39s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D')
10.21s SNAPSHOT
10.92s PHOENIX-1.2.0
10.15s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000
15s SNAPSHOT
15.14s PHOENIX-1.2.0
13.7s PHOENIX-1.1

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_1CF where B>1000 and B<2000 and M>1000 and M<2000
17.48s SNAPSHOT
17.36s PHOENIX-1.2.0
71.75s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
568.31s SNAPSHOT
569.02s PHOENIX-1.2.0
411.58s PHOENIX-1.1