Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Thu Oct 10 11:34:38 PDT 2013

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

3.86s PHOENIX-2.0.1

3.23s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

3.51s PHOENIX-2.0.1

3.38s PHOENIX-SNAPSHOT

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

3.74s PHOENIX-2.0.1

3.62s PHOENIX-SNAPSHOT

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

6.44s PHOENIX-2.0.1

6.3s PHOENIX-SNAPSHOT

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

7.74s PHOENIX-2.0.1

6.67s PHOENIX-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

2.83s PHOENIX-2.0.1

3.01s PHOENIX-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)

3.94s PHOENIX-2.0.1

3.73s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

5.94s PHOENIX-2.0.1

5.69s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

6.46s PHOENIX-2.0.1

6.37s PHOENIX-SNAPSHOT

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

8.18s PHOENIX-2.0.1

7.62s PHOENIX-SNAPSHOT

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

6.1s PHOENIX-2.0.1

5.64s PHOENIX-SNAPSHOT

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

2.74s PHOENIX-2.0.1

2.62s PHOENIX-SNAPSHOT

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

2.38s PHOENIX-2.0.1

2.25s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

2.46s PHOENIX-2.0.1

2.48s PHOENIX-SNAPSHOT

ColumnFamilies-Multiple

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

4.06s PHOENIX-2.0.1

4.08s PHOENIX-SNAPSHOT

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

3.93s PHOENIX-2.0.1

3.96s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000

2.37s PHOENIX-2.0.1

2.36s PHOENIX-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)

3.05s PHOENIX-2.0.1

2.86s PHOENIX-SNAPSHOT

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

13.01s PHOENIX-2.0.1

12.87s PHOENIX-SNAPSHOT

ColumnFamilies-Single

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

4.92s PHOENIX-2.0.1

5.16s PHOENIX-SNAPSHOT

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

4.71s PHOENIX-2.0.1

4.86s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000

6.26s PHOENIX-2.0.1

6.5s PHOENIX-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

7.34s PHOENIX-2.0.1

7.55s PHOENIX-SNAPSHOT

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

13.41s PHOENIX-2.0.1

13.32s PHOENIX-SNAPSHOT

Count Distinct

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

9.24s PHOENIX-2.0.1

8.68s PHOENIX-SNAPSHOT

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

7.67s PHOENIX-2.0.1

7.49s PHOENIX-SNAPSHOT

IN/LIKE Clause

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

2.32s PHOENIX-2.0.1

2.23s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-2.0.1

1.64s PHOENIX-SNAPSHOT

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

0.01s PHOENIX-2.0.1

0s PHOENIX-SNAPSHOT

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

0.03s PHOENIX-2.0.1

0.01s PHOENIX-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%'

2.33s PHOENIX-2.0.1

2.4s PHOENIX-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%')

2.28s PHOENIX-2.0.1

2.38s PHOENIX-SNAPSHOT

Index

select count(*) from INDEXED_TABLE

1.33s PHOENIX-2.0.1

1.28s PHOENIX-SNAPSHOT

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

2.76s PHOENIX-2.0.1

2.95s PHOENIX-SNAPSHOT

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

1.25s PHOENIX-2.0.1

1.26s PHOENIX-SNAPSHOT

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

2.39s PHOENIX-2.0.1

2.32s PHOENIX-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

0.27s PHOENIX-2.0.1

0.26s PHOENIX-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

1.83s PHOENIX-2.0.1

1.94s PHOENIX-SNAPSHOT

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

0.11s PHOENIX-2.0.1

0.12s PHOENIX-SNAPSHOT

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

0.13s PHOENIX-2.0.1

0.11s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.0.1

0.11s PHOENIX-SNAPSHOT

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

1.49s PHOENIX-2.0.1

1.42s PHOENIX-SNAPSHOT

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

0.14s PHOENIX-2.0.1

0.14s PHOENIX-SNAPSHOT

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

0.17s PHOENIX-2.0.1

0.15s PHOENIX-SNAPSHOT

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

0.13s PHOENIX-2.0.1

0.12s PHOENIX-SNAPSHOT

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

1.45s PHOENIX-2.0.1

1.37s PHOENIX-SNAPSHOT

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

0.22s PHOENIX-2.0.1

0.24s PHOENIX-SNAPSHOT

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

0.69s PHOENIX-2.0.1

0.65s PHOENIX-SNAPSHOT

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

0.22s PHOENIX-2.0.1

0.23s PHOENIX-SNAPSHOT

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

1.78s PHOENIX-2.0.1

1.58s PHOENIX-SNAPSHOT

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

1.56s PHOENIX-2.0.1

1.47s PHOENIX-SNAPSHOT

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

4.22s PHOENIX-2.0.1

3.82s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.24s PHOENIX-2.0.1

0.23s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-2.0.1

1.49s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

1.56s PHOENIX-2.0.1

1.59s PHOENIX-SNAPSHOT

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

2.94s PHOENIX-2.0.1

2.65s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <7 order by db

0.05s PHOENIX-2.0.1

0.05s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db

2.46s PHOENIX-2.0.1

2.3s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

0.09s PHOENIX-2.0.1

0.06s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10

3.69s PHOENIX-2.0.1

3.57s PHOENIX-SNAPSHOT

Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

70.79s PHOENIX-2.0.1

42.25s PHOENIX-SNAPSHOT

Load Data

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]

142.51s PHOENIX-2.0.1

188.1s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]

116.22s PHOENIX-2.0.1

143.43s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS]

925.75s PHOENIX-2.0.1

915.66s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS]

262.8s PHOENIX-2.0.1

294.68s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS]

144.17s PHOENIX-2.0.1

174.3s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS]

210.48s PHOENIX-2.0.1

245.18s PHOENIX-SNAPSHOT

Percentile

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

6.55s PHOENIX-2.0.1

6.28s PHOENIX-SNAPSHOT

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

6.51s PHOENIX-2.0.1

6.27s PHOENIX-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

9.14s PHOENIX-2.0.1

8.69s PHOENIX-SNAPSHOT

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

7.74s PHOENIX-2.0.1

7.42s PHOENIX-SNAPSHOT

Salting

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

5.48s PHOENIX-2.0.1

5.59s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

2.33s PHOENIX-2.0.1

2.51s PHOENIX-SNAPSHOT

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

11.01s PHOENIX-2.0.1

11.28s PHOENIX-SNAPSHOT

Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

180.95s PHOENIX-2.0.1

148.86s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

115.32s PHOENIX-2.0.1

98.79s PHOENIX-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

3.86s PHOENIX-2.0.1

3.23s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

3.51s PHOENIX-2.0.1

3.38s PHOENIX-SNAPSHOT

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

3.74s PHOENIX-2.0.1

3.62s PHOENIX-SNAPSHOT

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

6.44s PHOENIX-2.0.1

6.3s PHOENIX-SNAPSHOT

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

7.74s PHOENIX-2.0.1

6.67s PHOENIX-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

2.83s PHOENIX-2.0.1

3.01s PHOENIX-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)

3.94s PHOENIX-2.0.1

3.73s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

5.94s PHOENIX-2.0.1

5.69s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

6.46s PHOENIX-2.0.1

6.37s PHOENIX-SNAPSHOT

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

6.55s PHOENIX-2.0.1

6.28s PHOENIX-SNAPSHOT

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

6.51s PHOENIX-2.0.1

6.27s PHOENIX-SNAPSHOT

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

8.18s PHOENIX-2.0.1

7.62s PHOENIX-SNAPSHOT

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

9.24s PHOENIX-2.0.1

8.68s PHOENIX-SNAPSHOT

9.14s PHOENIX-2.0.1

8.69s PHOENIX-SNAPSHOT

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

6.1s PHOENIX-2.0.1

5.64s PHOENIX-SNAPSHOT

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

7.67s PHOENIX-2.0.1

7.49s PHOENIX-SNAPSHOT

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

7.74s PHOENIX-2.0.1

7.42s PHOENIX-SNAPSHOT

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

2.32s PHOENIX-2.0.1

2.23s PHOENIX-SNAPSHOT

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

2.74s PHOENIX-2.0.1

2.62s PHOENIX-SNAPSHOT

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

2.38s PHOENIX-2.0.1

2.25s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

2.46s PHOENIX-2.0.1

2.48s PHOENIX-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]

142.51s PHOENIX-2.0.1

188.1s PHOENIX-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')

1.51s PHOENIX-2.0.1

1.64s PHOENIX-SNAPSHOT

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

0.01s PHOENIX-2.0.1

0s PHOENIX-SNAPSHOT

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

0.03s PHOENIX-2.0.1

0.01s PHOENIX-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%'

2.33s PHOENIX-2.0.1

2.4s PHOENIX-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%')

2.28s PHOENIX-2.0.1

2.38s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]

116.22s PHOENIX-2.0.1

143.43s PHOENIX-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

1.33s PHOENIX-2.0.1

1.28s PHOENIX-SNAPSHOT

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

2.76s PHOENIX-2.0.1

2.95s PHOENIX-SNAPSHOT

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

1.25s PHOENIX-2.0.1

1.26s PHOENIX-SNAPSHOT

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

2.39s PHOENIX-2.0.1

2.32s PHOENIX-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

0.27s PHOENIX-2.0.1

0.26s PHOENIX-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

1.83s PHOENIX-2.0.1

1.94s PHOENIX-SNAPSHOT

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

0.11s PHOENIX-2.0.1

0.12s PHOENIX-SNAPSHOT

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

0.13s PHOENIX-2.0.1

0.11s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.0.1

0.11s PHOENIX-SNAPSHOT

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

1.49s PHOENIX-2.0.1

1.42s PHOENIX-SNAPSHOT

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

0.14s PHOENIX-2.0.1

0.14s PHOENIX-SNAPSHOT

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

0.17s PHOENIX-2.0.1

0.15s PHOENIX-SNAPSHOT

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

0.13s PHOENIX-2.0.1

0.12s PHOENIX-SNAPSHOT

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

1.45s PHOENIX-2.0.1

1.37s PHOENIX-SNAPSHOT

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

0.22s PHOENIX-2.0.1

0.24s PHOENIX-SNAPSHOT

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

0.69s PHOENIX-2.0.1

0.65s PHOENIX-SNAPSHOT

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

0.22s PHOENIX-2.0.1

0.23s PHOENIX-SNAPSHOT

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

1.78s PHOENIX-2.0.1

1.58s PHOENIX-SNAPSHOT

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

1.56s PHOENIX-2.0.1

1.47s PHOENIX-SNAPSHOT

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

4.22s PHOENIX-2.0.1

3.82s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.24s PHOENIX-2.0.1

0.23s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-2.0.1

1.49s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

1.56s PHOENIX-2.0.1

1.59s PHOENIX-SNAPSHOT

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

2.94s PHOENIX-2.0.1

2.65s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <7 order by db

0.05s PHOENIX-2.0.1

0.05s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db

2.46s PHOENIX-2.0.1

2.3s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

0.09s PHOENIX-2.0.1

0.06s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10

3.69s PHOENIX-2.0.1

3.57s PHOENIX-SNAPSHOT

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

70.79s PHOENIX-2.0.1

42.25s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS]

925.75s PHOENIX-2.0.1

915.66s PHOENIX-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')

4.06s PHOENIX-2.0.1

4.08s PHOENIX-SNAPSHOT

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

3.93s PHOENIX-2.0.1

3.96s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000

2.37s PHOENIX-2.0.1

2.36s PHOENIX-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)

3.05s PHOENIX-2.0.1

2.86s PHOENIX-SNAPSHOT

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

13.01s PHOENIX-2.0.1

12.87s PHOENIX-SNAPSHOT

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

180.95s PHOENIX-2.0.1

148.86s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS]

262.8s PHOENIX-2.0.1

294.68s PHOENIX-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')

5.48s PHOENIX-2.0.1

5.59s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

2.33s PHOENIX-2.0.1

2.51s PHOENIX-SNAPSHOT

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

11.01s PHOENIX-2.0.1

11.28s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS]

144.17s PHOENIX-2.0.1

174.3s PHOENIX-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')

4.92s PHOENIX-2.0.1

5.16s PHOENIX-SNAPSHOT

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

4.71s PHOENIX-2.0.1

4.86s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000

6.26s PHOENIX-2.0.1

6.5s PHOENIX-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

7.34s PHOENIX-2.0.1

7.55s PHOENIX-SNAPSHOT

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

13.41s PHOENIX-2.0.1

13.32s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

115.32s PHOENIX-2.0.1

98.79s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS]

210.48s PHOENIX-2.0.1

245.18s PHOENIX-SNAPSHOT

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