Phoenix Performance Result :: Sat Jun 08 20:17:28 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)
8.06s SNAPSHOT
7.9s PHOENIX-1.2.0
11.53s 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
5.4s SNAPSHOT
6.08s PHOENIX-1.2.0
5.76s PHOENIX-1.1

select count(1) from AGGREGATION_TABLE group by HOST
7.29s SNAPSHOT
7.57s PHOENIX-1.2.0
7.19s PHOENIX-1.1

select count(*) from AGGREGATION_TABLE
7s SNAPSHOT
7.35s PHOENIX-1.2.0
6.9s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
12.91s SNAPSHOT
13.52s PHOENIX-1.2.0
13.02s PHOENIX-1.1

select core, count(1) from AGGREGATION_TABLE group by CORE
7.93s SNAPSHOT
8.39s PHOENIX-1.2.0
7.95s PHOENIX-1.1

select MIN(CORE) from AGGREGATION_TABLE group by DOMAIN
8.18s SNAPSHOT
8.5s PHOENIX-1.2.0
8.12s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
17.31s SNAPSHOT
18.76s PHOENIX-1.2.0
17.64s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
356.02s SNAPSHOT
355.15s PHOENIX-1.2.0
291.98s 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')
3.81s SNAPSHOT
3.96s PHOENIX-1.2.0
3.74s 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%'
5.14s SNAPSHOT
5.34s PHOENIX-1.2.0
5s 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%')
4.96s SNAPSHOT
5.21s PHOENIX-1.2.0
4.89s 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
5.8s 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
24.58s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
309.94s SNAPSHOT
318.86s PHOENIX-1.2.0
242.69s 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
36.22s SNAPSHOT
35.48s PHOENIX-1.2.0
30.61s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D')
12.32s SNAPSHOT
11.54s PHOENIX-1.2.0
10.34s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000
5.96s SNAPSHOT
5.92s 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_14CF where (B>1000 and B<2000) and (M>1000 and M<2000)
7.74s SNAPSHOT
7.9s PHOENIX-1.2.0
426.49s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
622.75s SNAPSHOT
642.58s PHOENIX-1.2.0
471.62s 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')
7.54s SNAPSHOT
7.12s PHOENIX-1.2.0
19.64s PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000
2.73s SNAPSHOT
2.65s PHOENIX-1.2.0
22.02s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1
14.77s SNAPSHOT
14.65s PHOENIX-1.2.0
32.23s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
382.73s SNAPSHOT
394.49s PHOENIX-1.2.0
431.9s 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
32.46s SNAPSHOT
32.22s PHOENIX-1.2.0
33.04s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D')
10.08s SNAPSHOT
9.9s PHOENIX-1.2.0
10.33s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000
14.64s SNAPSHOT
14.2s PHOENIX-1.2.0
14.14s 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
17.23s SNAPSHOT
16.54s PHOENIX-1.2.0
73.77s PHOENIX-1.1

LOAD DATA [10000000 ROWS]
545.63s SNAPSHOT
552.32s PHOENIX-1.2.0
402.66s PHOENIX-1.1