Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Mon Jul 29 19:48:30 PDT 2013

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 4000000 [4M]

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

2.23s CURRENT-SNAPSHOT

2.2s LAST-SNAPSHOT

2.15s PHOENIX-1.1

2.24s PHOENIX-1.2.0

select count(1) from AGGREGATION_TEST_TABLE group by HOST

2.3s CURRENT-SNAPSHOT

2.32s LAST-SNAPSHOT

2.29s PHOENIX-1.1

2.2s PHOENIX-1.2.0

select MIN(CORE) from AGGREGATION_TEST_TABLE group by DOMAIN

2.58s CURRENT-SNAPSHOT

2.68s LAST-SNAPSHOT

2.61s PHOENIX-1.1

2.52s PHOENIX-1.2.0

select core, count(1) from AGGREGATION_TEST_TABLE group by CORE

2.53s CURRENT-SNAPSHOT

2.6s LAST-SNAPSHOT

2.62s PHOENIX-1.1

2.48s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE group by core, host

4.05s CURRENT-SNAPSHOT

4.05s LAST-SNAPSHOT

4.26s PHOENIX-1.1

3.94s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TEST_TABLE where host='CS' and DOMAIN<>'Google.com'

5.63s CURRENT-SNAPSHOT

5.26s LAST-SNAPSHOT

4.97s PHOENIX-1.1

5.25s PHOENIX-1.2.0

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

1.81s CURRENT-SNAPSHOT

1.8s LAST-SNAPSHOT

1.81s PHOENIX-1.1

1.84s PHOENIX-1.2.0

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)

2.52s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>CURRENT-SNAPSHOT

2.41s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>LAST-SNAPSHOT

3.48s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>PHOENIX-1.1

2.41s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>PHOENIX-1.2.0

select count(active_visitor) count from AGGREGATION_TEST_TABLE

3.65s CURRENT-SNAPSHOT

3.6s LAST-SNAPSHOT

3.53s PHOENIX-1.1

3.41s PHOENIX-1.2.0

select count(distinct active_visitor) count from AGGREGATION_TEST_TABLE

4.05s CURRENT-SNAPSHOT

4.07s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TEST_TABLE

4.12s CURRENT-SNAPSHOT

4.14s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TEST_TABLE

4.04s CURRENT-SNAPSHOT

4.07s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select count(core), count(db), count(active_visitor) from AGGREGATION_TEST_TABLE

5.07s CURRENT-SNAPSHOT

5.08s LAST-SNAPSHOT

4.94s PHOENIX-1.1

4.83s PHOENIX-1.2.0

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TEST_TABLE

5.84s CURRENT-SNAPSHOT

5.89s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

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

5.86s CURRENT-SNAPSHOT

5.95s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select core, count(db) count from AGGREGATION_TEST_TABLE group by CORE

3.77s CURRENT-SNAPSHOT

3.75s LAST-SNAPSHOT

3.81s PHOENIX-1.1

3.73s PHOENIX-1.2.0

select core, count(distinct db) count from AGGREGATION_TEST_TABLE group by CORE

5.18s CURRENT-SNAPSHOT

5.31s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TEST_TABLE group by CORE

5.27s CURRENT-SNAPSHOT

5.34s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select count(core) from AGGREGATION_TEST_TABLE where core < 10 and active_visitor < 1000

1.46s CURRENT-SNAPSHOT

1.38s LAST-SNAPSHOT

2.8s PHOENIX-1.1

1.36s PHOENIX-1.2.0

select count(core) from AGGREGATION_TEST_TABLE where core < 50 and active_visitor < 5000

1.53s CURRENT-SNAPSHOT

1.43s LAST-SNAPSHOT

3.35s PHOENIX-1.1

1.44s PHOENIX-1.2.0

select count(core) from AGGREGATION_TEST_TABLE where core < 100 and active_visitor < 10000

1.55s CURRENT-SNAPSHOT

1.44s LAST-SNAPSHOT

4.62s PHOENIX-1.1

1.48s PHOENIX-1.2.0

select count(core) from AGGREGATION_TEST_TABLE where core > 90

1.57s CURRENT-SNAPSHOT

1.47s LAST-SNAPSHOT

1.49s PHOENIX-1.1

1.48s PHOENIX-1.2.0

select count(core) from AGGREGATION_TEST_TABLE where core > 50

2.2s CURRENT-SNAPSHOT

2.09s LAST-SNAPSHOT

2.13s PHOENIX-1.1

2.08s PHOENIX-1.2.0

select count(core) from AGGREGATION_TEST_TABLE where core > 0

2.87s CURRENT-SNAPSHOT

2.78s LAST-SNAPSHOT

2.84s PHOENIX-1.1

2.75s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS]

128.48s CURRENT-SNAPSHOT

137.75s LAST-SNAPSHOT

119.77s PHOENIX-1.1

148.08s PHOENIX-1.2.0

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

ROWS 4000000 [4M]

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')

1.17s CURRENT-SNAPSHOT

1.14s LAST-SNAPSHOT

1.28s PHOENIX-1.1

1.13s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')

0.01s CURRENT-SNAPSHOT

0.01s LAST-SNAPSHOT

1.76s PHOENIX-1.1

0.01s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'

0.01s CURRENT-SNAPSHOT

0.01s LAST-SNAPSHOT

7.86s PHOENIX-1.1

0.02s PHOENIX-1.2.0

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'

1.82s CURRENT-SNAPSHOT

1.9s LAST-SNAPSHOT

1.57s PHOENIX-1.1

1.87s PHOENIX-1.2.0

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%')

1.83s CURRENT-SNAPSHOT

1.81s LAST-SNAPSHOT

1.65s PHOENIX-1.1

1.81s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS]

101.67s CURRENT-SNAPSHOT

104.61s LAST-SNAPSHOT

98.58s PHOENIX-1.1

125.82s PHOENIX-1.2.0

INDEXED_TEST_TABLE
Indexing test. Phoenix 2.0+ feature. Data is pre-split in 9 regions over a 4 region server cluster.

ROWS 4000000 [4M]

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)) IMMUTABLE_ROWS=true,MAX_FILESIZE=30485760;CREATE INDEX INDEX_CORE ON $TABLE (CORE) MAX_FILESIZE=10185760;CREATE INDEX INDEX_DB ON $TABLE (DB) MAX_FILESIZE=10185760;CREATE INDEX INDEX_DB_ACTIVE_VISITOR ON $TABLE (DB,ACTIVE_VISITOR) MAX_FILESIZE=15285760;CREATE INDEX INDEX_ALL ON $TABLE (CORE,DB,ACTIVE_VISITOR) MAX_FILESIZE=15485760;

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 INDEXED_TEST_TABLE

1.86s CURRENT-SNAPSHOT

1.98s LAST-SNAPSHOT

1.94s PHOENIX-1.1

1.92s PHOENIX-1.2.0

select count(1) from INDEXED_TEST_TABLE group by HOST

1.93s CURRENT-SNAPSHOT

2.06s LAST-SNAPSHOT

2.06s PHOENIX-1.1

2s PHOENIX-1.2.0

select MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN

2.23s CURRENT-SNAPSHOT

2.34s LAST-SNAPSHOT

2.2s PHOENIX-1.1

2.26s PHOENIX-1.2.0

select core, count(1) from INDEXED_TEST_TABLE group by CORE

1.38s CURRENT-SNAPSHOT

1.04s LAST-SNAPSHOT

2.25s PHOENIX-1.1

2.14s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host

3.57s CURRENT-SNAPSHOT

3.61s LAST-SNAPSHOT

3.66s PHOENIX-1.1

3.5s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com'

3.44s CURRENT-SNAPSHOT

3.32s LAST-SNAPSHOT

3.23s PHOENIX-1.1

3.3s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from INDEXED_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

0.01s CURRENT-SNAPSHOT

0.01s LAST-SNAPSHOT

1.55s PHOENIX-1.1

1.56s PHOENIX-1.2.0

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000)

2.2s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>CURRENT-SNAPSHOT

2.3s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>LAST-SNAPSHOT

2.93s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>PHOENIX-1.1

2.04s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>PHOENIX-1.2.0

select count(active_visitor) count from INDEXED_TEST_TABLE

2.99s CURRENT-SNAPSHOT

3.08s LAST-SNAPSHOT

3.06s PHOENIX-1.1

3.03s PHOENIX-1.2.0

select count(distinct active_visitor) count from INDEXED_TEST_TABLE

3.43s CURRENT-SNAPSHOT

3.63s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE

3.44s CURRENT-SNAPSHOT

3.62s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE

3.42s CURRENT-SNAPSHOT

3.66s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE

4.12s CURRENT-SNAPSHOT

4.36s LAST-SNAPSHOT

4.14s PHOENIX-1.1

4.23s PHOENIX-1.2.0

select count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE

4.93s CURRENT-SNAPSHOT

5.3s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

5.03s CURRENT-SNAPSHOT

4.81s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select core, count(db) count from INDEXED_TEST_TABLE group by CORE

0.74s CURRENT-SNAPSHOT

0.73s LAST-SNAPSHOT

3.23s PHOENIX-1.1

3.12s PHOENIX-1.2.0

select core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE

0.73s CURRENT-SNAPSHOT

0.74s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE

0.88s CURRENT-SNAPSHOT

0.88s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,100)

0.11s CURRENT-SNAPSHOT

0.11s LAST-SNAPSHOT

1.16s PHOENIX-1.1

1.21s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100)

0.16s CURRENT-SNAPSHOT

0.15s LAST-SNAPSHOT

1.2s PHOENIX-1.1

1.26s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200

0.54s CURRENT-SNAPSHOT

0.53s LAST-SNAPSHOT

1.49s PHOENIX-1.1

1.49s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000

0.71s CURRENT-SNAPSHOT

0.69s LAST-SNAPSHOT

2.22s PHOENIX-1.1

2.2s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000

0.82s CURRENT-SNAPSHOT

0.82s LAST-SNAPSHOT

3.59s PHOENIX-1.1

3.56s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000

0.55s CURRENT-SNAPSHOT

0.53s LAST-SNAPSHOT

2.2s PHOENIX-1.1

1.2s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000

0.7s CURRENT-SNAPSHOT

0.68s LAST-SNAPSHOT

2.8s PHOENIX-1.1

1.25s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000

0.83s CURRENT-SNAPSHOT

0.82s LAST-SNAPSHOT

3.87s PHOENIX-1.1

1.27s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 90

0.55s CURRENT-SNAPSHOT

0.56s LAST-SNAPSHOT

1.22s PHOENIX-1.1

1.24s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 50

0.7s CURRENT-SNAPSHOT

0.63s LAST-SNAPSHOT

1.73s PHOENIX-1.1

1.76s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 0

0.72s CURRENT-SNAPSHOT

0.7s LAST-SNAPSHOT

2.39s PHOENIX-1.1

2.31s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TEST_TABLE

1.82s CURRENT-SNAPSHOT

1.84s LAST-SNAPSHOT

1.87s PHOENIX-1.1

1.87s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(1) from INDEXED_TEST_TABLE group by HOST

1.91s CURRENT-SNAPSHOT

1.93s LAST-SNAPSHOT

1.98s PHOENIX-1.1

2s PHOENIX-1.2.0

select /*+NO_INDEX*/ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN

2.23s CURRENT-SNAPSHOT

2.28s LAST-SNAPSHOT

2.24s PHOENIX-1.1

2.25s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(1) from INDEXED_TEST_TABLE group by CORE

2.13s CURRENT-SNAPSHOT

2.18s LAST-SNAPSHOT

2.27s PHOENIX-1.1

2.16s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host

3.48s CURRENT-SNAPSHOT

3.48s LAST-SNAPSHOT

3.6s PHOENIX-1.1

3.44s PHOENIX-1.2.0

select /*+NO_INDEX*/ AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com'

3.44s CURRENT-SNAPSHOT

3.5s LAST-SNAPSHOT

3.21s PHOENIX-1.1

3.31s PHOENIX-1.2.0

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.57s CURRENT-SNAPSHOT

1.52s LAST-SNAPSHOT

1.55s PHOENIX-1.1

1.57s PHOENIX-1.2.0

select /*+NO_INDEX*/ trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000)

2.15s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>CURRENT-SNAPSHOT

2.26s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>LAST-SNAPSHOT

2.9s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>PHOENIX-1.1

2.05s 200)) SERVER AGGREGATE INTO DISTINCT ROWS BY [ROUND(DATE)] CLIENT MERGE SORT'>PHOENIX-1.2.0

select /*+NO_INDEX*/ count(active_visitor) count from INDEXED_TEST_TABLE

2.99s CURRENT-SNAPSHOT

2.98s LAST-SNAPSHOT

3.02s PHOENIX-1.1

2.97s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(distinct active_visitor) count from INDEXED_TEST_TABLE

3.36s CURRENT-SNAPSHOT

3.33s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE

3.43s CURRENT-SNAPSHOT

3.32s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE

3.43s CURRENT-SNAPSHOT

3.32s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE

4.14s CURRENT-SNAPSHOT

4.17s LAST-SNAPSHOT

4.15s PHOENIX-1.1

4.13s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE

4.93s CURRENT-SNAPSHOT

4.95s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ 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 INDEXED_TEST_TABLE

4.93s CURRENT-SNAPSHOT

4.88s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(db) count from INDEXED_TEST_TABLE group by CORE

3.01s CURRENT-SNAPSHOT

3.05s LAST-SNAPSHOT

3.26s PHOENIX-1.1

3.18s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE

4.3s CURRENT-SNAPSHOT

4.21s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE

4.38s CURRENT-SNAPSHOT

4.37s LAST-SNAPSHOT

N/A for PHOENIX-1.1

N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,100)

1.17s CURRENT-SNAPSHOT

1.14s LAST-SNAPSHOT

1.06s PHOENIX-1.1

1.14s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100)

1.19s CURRENT-SNAPSHOT

1.16s LAST-SNAPSHOT

1.1s PHOENIX-1.1

1.21s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200

1.46s CURRENT-SNAPSHOT

1.46s LAST-SNAPSHOT

1.36s PHOENIX-1.1

1.49s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000

2.24s CURRENT-SNAPSHOT

2.23s LAST-SNAPSHOT

2.12s PHOENIX-1.1

2.21s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000

3.62s CURRENT-SNAPSHOT

3.59s LAST-SNAPSHOT

3.47s PHOENIX-1.1

3.56s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000

1.2s CURRENT-SNAPSHOT

1.18s LAST-SNAPSHOT

2.16s PHOENIX-1.1

1.21s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000

1.26s CURRENT-SNAPSHOT

1.24s LAST-SNAPSHOT

2.64s PHOENIX-1.1

1.25s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000

1.31s CURRENT-SNAPSHOT

1.26s LAST-SNAPSHOT

3.74s PHOENIX-1.1

1.26s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 90

1.3s CURRENT-SNAPSHOT

1.26s LAST-SNAPSHOT

1.21s PHOENIX-1.1

1.28s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 50

1.8s CURRENT-SNAPSHOT

1.78s LAST-SNAPSHOT

1.72s PHOENIX-1.1

1.77s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 0

2.37s CURRENT-SNAPSHOT

2.34s LAST-SNAPSHOT

2.24s PHOENIX-1.1

2.4s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS]

600.51s CURRENT-SNAPSHOT

584.51s LAST-SNAPSHOT

171.6s PHOENIX-1.1

210.22s PHOENIX-1.2.0

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 4000000 [4M]

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')

3.36s CURRENT-SNAPSHOT

3.44s LAST-SNAPSHOT

3.27s PHOENIX-1.1

3.57s PHOENIX-1.2.0

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C')

3.35s CURRENT-SNAPSHOT

3.27s LAST-SNAPSHOT

3.24s PHOENIX-1.1

3.58s PHOENIX-1.2.0

select count(*) from CF_TABLE_14CF where N < 1000

1.74s CURRENT-SNAPSHOT

1.74s LAST-SNAPSHOT

4.7s PHOENIX-1.1

1.82s PHOENIX-1.2.0

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)

2.45s CURRENT-SNAPSHOT

2.42s LAST-SNAPSHOT

125.74s PHOENIX-1.1

2.67s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1

10.76s CURRENT-SNAPSHOT

10.36s LAST-SNAPSHOT

9.92s PHOENIX-1.1

11.66s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS]

201.68s CURRENT-SNAPSHOT

207.02s LAST-SNAPSHOT

191.06s PHOENIX-1.1

260.38s PHOENIX-1.2.0

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 4000000 [4M]

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')

1.89s CURRENT-SNAPSHOT

1.96s LAST-SNAPSHOT

5.36s PHOENIX-1.1

1.75s PHOENIX-1.2.0

select count(*) from SALTED_TABLE where D < 1000

0.93s CURRENT-SNAPSHOT

0.91s LAST-SNAPSHOT

7.2s PHOENIX-1.1

0.97s PHOENIX-1.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1

4.02s CURRENT-SNAPSHOT

4.08s LAST-SNAPSHOT

10.85s PHOENIX-1.1

4.5s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS]

132.63s CURRENT-SNAPSHOT

133.55s LAST-SNAPSHOT

179.1s PHOENIX-1.1

160.21s PHOENIX-1.2.0

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 4000000 [4M]

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')

4.19s CURRENT-SNAPSHOT

4.13s LAST-SNAPSHOT

4s PHOENIX-1.1

4.27s PHOENIX-1.2.0

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C')

4.15s CURRENT-SNAPSHOT

4.06s LAST-SNAPSHOT

4s PHOENIX-1.1

3.91s PHOENIX-1.2.0

select count(*) from CF_TABLE_1CF where N < 1000

5.58s CURRENT-SNAPSHOT

5.48s LAST-SNAPSHOT

5.14s PHOENIX-1.1

5.8s PHOENIX-1.2.0

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

6.8s CURRENT-SNAPSHOT

6.54s LAST-SNAPSHOT

24.36s PHOENIX-1.1

7.11s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1

11.98s CURRENT-SNAPSHOT

12.13s LAST-SNAPSHOT

11.48s PHOENIX-1.1

12.68s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS]

176.05s CURRENT-SNAPSHOT

178.54s LAST-SNAPSHOT

158.31s PHOENIX-1.1

227.06s PHOENIX-1.2.0

Note: Hover over version label to see Phoenix Query Explain Plan.