Phoenix Performance Result :: Wed Jul 03 06:26:49 PDT 2013

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AGGREGATION_TEST_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 count(*) from AGGREGATION_TEST_TABLE 8.91s SNAPSHOT 9.01s PHOENIX-1.1

select count(1) from AGGREGATION_TEST_TABLE group by HOST 9.26s SNAPSHOT 9.23s PHOENIX-1.1

select MIN(CORE) from AGGREGATION_TEST_TABLE group by DOMAIN 10.06s SNAPSHOT 9.77s PHOENIX-1.1

select core, count(1) from AGGREGATION_TEST_TABLE group by CORE 9.76s SNAPSHOT 9.43s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE group by core, host 16.04s SNAPSHOT 16.44s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 18.21s SNAPSHOT 16.47s PHOENIX-1.1

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 6.94s SNAPSHOT 7.18s PHOENIX-1.1

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 8.91s SNAPSHOT 13.74s PHOENIX-1.1

select count(active_visitor) count from AGGREGATION_TEST_TABLE 14.42s SNAPSHOT 15s PHOENIX-1.1

select count(distinct active_visitor) count from AGGREGATION_TEST_TABLE 15.99s SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TEST_TABLE 16.14s SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TEST_TABLE 16.07s SNAPSHOT N/A for PHOENIX-1.1

select count(core), count(db), count(active_visitor) from AGGREGATION_TEST_TABLE 20.16s SNAPSHOT 20.88s PHOENIX-1.1

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TEST_TABLE 24.13s SNAPSHOT N/A for PHOENIX-1.1

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_TEST_TABLE 23.7s SNAPSHOT N/A for PHOENIX-1.1

select core, count(db) count from AGGREGATION_TEST_TABLE group by CORE 15.47s SNAPSHOT 16.14s PHOENIX-1.1

select core, count(distinct db) count from AGGREGATION_TEST_TABLE group by CORE 19.19s SNAPSHOT N/A for PHOENIX-1.1

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TEST_TABLE group by CORE 18.9s SNAPSHOT N/A for PHOENIX-1.1

LOAD DATA [10000000 ROWS] 371.09s SNAPSHOT 302.69s PHOENIX-1.1

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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') 3.56s SNAPSHOT 4.04s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s SNAPSHOT 5.71s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.02s SNAPSHOT 25.47s 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%' 5.41s SNAPSHOT 4.77s 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%') 5.35s SNAPSHOT 4.94s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 313.33s SNAPSHOT 240.12s PHOENIX-1.1

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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 count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D') 12.08s SNAPSHOT 11.91s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 11.37s SNAPSHOT 11.62s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000 6.13s SNAPSHOT 17.17s 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) 7.72s SNAPSHOT 451.77s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 35.91s SNAPSHOT 34.41s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 643.84s SNAPSHOT 467.76s PHOENIX-1.1

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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') 7.59s SNAPSHOT N/A for PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000 2.76s SNAPSHOT 25.1s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1 14.94s SNAPSHOT 35.96s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 387.01s SNAPSHOT 437.71s PHOENIX-1.1

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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 count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 9.98s SNAPSHOT 10.2s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 9.97s SNAPSHOT 9.94s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000 14.48s SNAPSHOT 13.85s 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 17.01s SNAPSHOT 74.3s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 33.24s SNAPSHOT 32.26s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 554.01s SNAPSHOT 395.8s PHOENIX-1.1