Phoenix Performance Result :: Wed Jun 05 18:21:42 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)
7.9s SNAPSHOT
8.82s PHOENIX-1.2.0
11.22s 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
5.74s SNAPSHOT
7.03s PHOENIX-1.2.0
5.56s PHOENIX-1.1

select count(1) from AGGREGATION_TABLE group by HOST
7.46s SNAPSHOT
8.82s PHOENIX-1.2.0
7.26s PHOENIX-1.1

select count(*) from AGGREGATION_TABLE
7.12s SNAPSHOT
8.33s PHOENIX-1.2.0
6.9s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
13.08s SNAPSHOT
15.6s PHOENIX-1.2.0
13.06s PHOENIX-1.1

select core, count(1) from AGGREGATION_TABLE group by CORE
8.09s SNAPSHOT
9.45s PHOENIX-1.2.0
8.02s PHOENIX-1.1

select MIN(CORE) from AGGREGATION_TABLE group by DOMAIN
8.29s SNAPSHOT
9.68s PHOENIX-1.2.0
8.06s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
18.42s SNAPSHOT
18.22s PHOENIX-1.2.0
16.36s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
358.88s SNAPSHOT
361.8s PHOENIX-1.2.0
300.4s 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')
3.83s SNAPSHOT
3.76s PHOENIX-1.2.0
3.7s 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%'
5.62s SNAPSHOT
5.1s PHOENIX-1.2.0
5.08s 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%')
5.11s SNAPSHOT
5.08s PHOENIX-1.2.0
5.37s 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
5.68s 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
24.96s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
323.31s SNAPSHOT
315.05s PHOENIX-1.2.0
248.04s 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
35.66s SNAPSHOT
36.16s PHOENIX-1.2.0
33.21s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D')
11.81s SNAPSHOT
12.18s PHOENIX-1.2.0
11.04s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000
6.04s SNAPSHOT
6.24s PHOENIX-1.2.0
15.88s 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)
8.21s SNAPSHOT
8.33s PHOENIX-1.2.0
441.83s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
652.62s SNAPSHOT
634.22s PHOENIX-1.2.0
481.09s 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')
7.42s SNAPSHOT
7.61s PHOENIX-1.2.0
19.48s PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000
2.76s SNAPSHOT
2.85s PHOENIX-1.2.0
24.42s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1
14.86s SNAPSHOT
15.19s PHOENIX-1.2.0
29.7s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
396.38s SNAPSHOT
392.95s PHOENIX-1.2.0
451.6s 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
31.3s SNAPSHOT
33.13s PHOENIX-1.2.0
34.23s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D')
10.03s SNAPSHOT
10.18s PHOENIX-1.2.0
11.02s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000
14.13s SNAPSHOT
14.8s PHOENIX-1.2.0
14.46s 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
16.65s SNAPSHOT
17.35s PHOENIX-1.2.0
72.4s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
558.59s SNAPSHOT
556.79s PHOENIX-1.2.0
417.09s PHOENIX-1.1