Phoenix Performance Result :: Wed Jul 03 03:39:42 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 8.65s SNAPSHOT 6.84s PHOENIX-1.1

select count(1) from AGGREGATION_TEST_TABLE group by HOST 9.13s SNAPSHOT 7.1s PHOENIX-1.1

select MIN(CORE) from AGGREGATION_TEST_TABLE group by DOMAIN 9.6s SNAPSHOT 7.92s PHOENIX-1.1

select core, count(1) from AGGREGATION_TEST_TABLE group by CORE 9.45s SNAPSHOT 7.74s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE group by core, host 15.3s SNAPSHOT 12.84s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 17.93s SNAPSHOT 16.62s 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 6.66s SNAPSHOT 5.31s 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) 8.48s SNAPSHOT 11.17s PHOENIX-1.1

select count(active_visitor) count from AGGREGATION_TEST_TABLE 13.83s SNAPSHOT 10.97s PHOENIX-1.1

select count(distinct active_visitor) count from AGGREGATION_TEST_TABLE 15.42s SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TEST_TABLE 15.7s SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TEST_TABLE 15.39s SNAPSHOT N/A for PHOENIX-1.1

select count(core), count(db), count(active_visitor) from AGGREGATION_TEST_TABLE 19.19s SNAPSHOT 15.58s PHOENIX-1.1

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TEST_TABLE 23.05s 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 22.79s SNAPSHOT N/A for PHOENIX-1.1

select core, count(db) count from AGGREGATION_TEST_TABLE group by CORE 14.54s SNAPSHOT 11.33s PHOENIX-1.1

select core, count(distinct db) count from AGGREGATION_TEST_TABLE group by CORE 17.9s 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 18s SNAPSHOT N/A for PHOENIX-1.1

LOAD DATA [10000000 ROWS] 364.53s SNAPSHOT 291.56s 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') 3.64s SNAPSHOT 3.85s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s SNAPSHOT 5.54s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.02s SNAPSHOT 23.91s 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%' 5.26s SNAPSHOT 4.64s 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%') 5.04s SNAPSHOT 4.95s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 307.64s SNAPSHOT 234.83s 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') 11.83s SNAPSHOT 10.77s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 11.26s SNAPSHOT 10.74s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000 5.81s SNAPSHOT 15.48s 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) 7.71s SNAPSHOT 410.3s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 35.27s SNAPSHOT 32.38s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 648.18s SNAPSHOT 465.17s 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') 7.1s SNAPSHOT 20.07s PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000 2.64s SNAPSHOT 23.37s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1 14.7s SNAPSHOT 28.21s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 382.2s SNAPSHOT 398.76s 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') 10s SNAPSHOT 9.59s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 9.72s SNAPSHOT 9.41s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000 14.2s SNAPSHOT 13.2s 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 16.74s SNAPSHOT 70.31s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 32.1s SNAPSHOT 30.29s PHOENIX-1.1

LOAD DATA [10000000 ROWS] 560.16s SNAPSHOT 389.26s PHOENIX-1.1