Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Mon Aug 26 19:13:40 PDT 2013

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

2.24s CURRENT-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

2.35s CURRENT-SNAPSHOT

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

2.56s CURRENT-SNAPSHOT

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

4.19s CURRENT-SNAPSHOT

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

5.53s CURRENT-SNAPSHOT

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

1.81s CURRENT-SNAPSHOT

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)

2.42s CURRENT-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

3.63s CURRENT-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

4.02s CURRENT-SNAPSHOT

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

5.13s CURRENT-SNAPSHOT

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

3.79s CURRENT-SNAPSHOT

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

1.74s CURRENT-SNAPSHOT

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

1.38s CURRENT-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

1.52s CURRENT-SNAPSHOT

ColumnFamilies-Multiple

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

3.36s CURRENT-SNAPSHOT

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

3.36s CURRENT-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000

1.74s CURRENT-SNAPSHOT

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)

2.31s CURRENT-SNAPSHOT

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

10.6s CURRENT-SNAPSHOT

ColumnFamilies-Single

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

0.62s CURRENT-SNAPSHOT

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

0.61s CURRENT-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000

0.73s CURRENT-SNAPSHOT

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

0.83s CURRENT-SNAPSHOT

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

1.48s CURRENT-SNAPSHOT

Count Distinct

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

5.92s CURRENT-SNAPSHOT

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

5.14s CURRENT-SNAPSHOT

IN/LIKE Clause

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

1.45s CURRENT-SNAPSHOT

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')

1.33s CURRENT-SNAPSHOT

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

0.01s CURRENT-SNAPSHOT

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

0.01s CURRENT-SNAPSHOT

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

1.92s CURRENT-SNAPSHOT

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%')

1.86s CURRENT-SNAPSHOT

Index

select count(*) from INDEXED_TABLE

0.83s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE

4.86s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE

0.79s CURRENT-SNAPSHOT

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

1.36s CURRENT-SNAPSHOT

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

0.26s CURRENT-SNAPSHOT

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

1.15s CURRENT-SNAPSHOT

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

0.09s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.11s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.07s CURRENT-SNAPSHOT

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

0.82s CURRENT-SNAPSHOT

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

0.14s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.23s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.13s CURRENT-SNAPSHOT

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

0.86s CURRENT-SNAPSHOT

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

0.19s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.56s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.18s CURRENT-SNAPSHOT

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

1.06s CURRENT-SNAPSHOT

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

1.06s CURRENT-SNAPSHOT

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

2.62s CURRENT-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.2s CURRENT-SNAPSHOT

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

0.91s CURRENT-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

1.07s CURRENT-SNAPSHOT

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

1.69s CURRENT-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <10 order by db

0.11s CURRENT-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <10 order by db

1.58s CURRENT-SNAPSHOT

select db from INDEXED_TABLE order by db limit 100

0.06s CURRENT-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 100

2.46s CURRENT-SNAPSHOT

Load Data

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]

125.27s CURRENT-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]

102.39s CURRENT-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS]

869.46s CURRENT-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS]

206.62s CURRENT-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS]

132.92s CURRENT-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS]

27.49s CURRENT-SNAPSHOT

Percentile

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

4.08s CURRENT-SNAPSHOT

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

4.07s CURRENT-SNAPSHOT

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_TABLE

5.95s CURRENT-SNAPSHOT

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

5.26s CURRENT-SNAPSHOT

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')

1.78s CURRENT-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

0.92s CURRENT-SNAPSHOT

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

4.15s CURRENT-SNAPSHOT

Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

166.47s CURRENT-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

17.41s CURRENT-SNAPSHOT

Queries by Table

AGGREGATION_TABLE

Table used for various aggregation functions

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

select count(*) from AGGREGATION_TABLE

2.24s CURRENT-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

2.35s CURRENT-SNAPSHOT

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

2.56s CURRENT-SNAPSHOT

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

4.19s CURRENT-SNAPSHOT

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

5.53s CURRENT-SNAPSHOT

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

1.81s CURRENT-SNAPSHOT

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)

2.42s CURRENT-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

3.63s CURRENT-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

4.02s CURRENT-SNAPSHOT

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

4.08s CURRENT-SNAPSHOT

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

4.07s CURRENT-SNAPSHOT

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

5.13s CURRENT-SNAPSHOT

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

5.92s CURRENT-SNAPSHOT

5.95s CURRENT-SNAPSHOT

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

3.79s CURRENT-SNAPSHOT

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

5.14s CURRENT-SNAPSHOT

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

5.26s CURRENT-SNAPSHOT

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

1.45s CURRENT-SNAPSHOT

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

1.74s CURRENT-SNAPSHOT

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

1.38s CURRENT-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

1.52s CURRENT-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]

125.27s CURRENT-SNAPSHOT

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

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')

1.33s CURRENT-SNAPSHOT

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

0.01s CURRENT-SNAPSHOT

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

0.01s CURRENT-SNAPSHOT

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

1.92s CURRENT-SNAPSHOT

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%')

1.86s CURRENT-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]

102.39s CURRENT-SNAPSHOT

INDEXED_TABLE

Indexing test. Phoenix 2.0+ feature. See explain plan by hovering over version label to see which index table is used.

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 idx1 ON $TABLE (CORE);CREATE INDEX idx2 ON $TABLE (DB);CREATE INDEX idx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX idx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX ids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX ids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX ids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX ids4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) SALT_BUCKETS=16;

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

select count(*) from INDEXED_TABLE

0.83s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE

4.86s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE

0.79s CURRENT-SNAPSHOT

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

1.36s CURRENT-SNAPSHOT

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

0.26s CURRENT-SNAPSHOT

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

1.15s CURRENT-SNAPSHOT

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

0.09s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.11s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.07s CURRENT-SNAPSHOT

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

0.82s CURRENT-SNAPSHOT

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

0.14s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.23s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.13s CURRENT-SNAPSHOT

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

0.86s CURRENT-SNAPSHOT

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

0.19s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.56s CURRENT-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.18s CURRENT-SNAPSHOT

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

1.06s CURRENT-SNAPSHOT

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

1.06s CURRENT-SNAPSHOT

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

2.62s CURRENT-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.2s CURRENT-SNAPSHOT

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

0.91s CURRENT-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

1.07s CURRENT-SNAPSHOT

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

1.69s CURRENT-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <10 order by db

0.11s CURRENT-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <10 order by db

1.58s CURRENT-SNAPSHOT

select db from INDEXED_TABLE order by db limit 100

0.06s CURRENT-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 100

2.46s CURRENT-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS]

869.46s CURRENT-SNAPSHOT

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');CREATE TABLE IF NOT EXISTS $TABLE_UPSERTSELECT (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

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

3.36s CURRENT-SNAPSHOT

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

3.36s CURRENT-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000

1.74s CURRENT-SNAPSHOT

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)

2.31s CURRENT-SNAPSHOT

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

10.6s CURRENT-SNAPSHOT

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

166.47s CURRENT-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS]

206.62s CURRENT-SNAPSHOT

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

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')

1.78s CURRENT-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

0.92s CURRENT-SNAPSHOT

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

4.15s CURRENT-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS]

132.92s CURRENT-SNAPSHOT

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');CREATE TABLE IF NOT EXISTS $TABLE_UPSERTSELECT (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

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

0.62s CURRENT-SNAPSHOT

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

0.61s CURRENT-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000

0.73s CURRENT-SNAPSHOT

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

0.83s CURRENT-SNAPSHOT

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

1.48s CURRENT-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

17.41s CURRENT-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS]

27.49s CURRENT-SNAPSHOT

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