Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Thu Aug 29 20:23:30 PDT 2013

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

2.37s CURRENT-SNAPSHOT

2.25s PHOENIX-1.2.0

2.23s PHOENIX-2.0.0

select count(1) from AGGREGATION_TABLE group by HOST

2.5s CURRENT-SNAPSHOT

2.38s PHOENIX-1.2.0

2.27s PHOENIX-2.0.0

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

2.66s CURRENT-SNAPSHOT

2.55s PHOENIX-1.2.0

2.59s PHOENIX-2.0.0

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

4.29s CURRENT-SNAPSHOT

4.01s PHOENIX-1.2.0

4.18s PHOENIX-2.0.0

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

5.96s CURRENT-SNAPSHOT

5.28s PHOENIX-1.2.0

5.31s PHOENIX-2.0.0

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

1.96s CURRENT-SNAPSHOT

1.79s PHOENIX-1.2.0

1.8s PHOENIX-2.0.0

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)

2.56s CURRENT-SNAPSHOT

2.41s PHOENIX-1.2.0

2.4s PHOENIX-2.0.0

select count(active_visitor) count from AGGREGATION_TABLE

3.87s CURRENT-SNAPSHOT

3.58s PHOENIX-1.2.0

3.65s PHOENIX-2.0.0

select count(distinct active_visitor) count from AGGREGATION_TABLE

4.3s CURRENT-SNAPSHOT

N/A for PHOENIX-1.2.0

4.04s PHOENIX-2.0.0

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

5.35s CURRENT-SNAPSHOT

5.01s PHOENIX-1.2.0

5.03s PHOENIX-2.0.0

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

3.92s CURRENT-SNAPSHOT

3.74s PHOENIX-1.2.0

3.74s PHOENIX-2.0.0

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

1.85s CURRENT-SNAPSHOT

1.69s PHOENIX-1.2.0

1.68s PHOENIX-2.0.0

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

1.53s CURRENT-SNAPSHOT

1.35s PHOENIX-1.2.0

1.36s PHOENIX-2.0.0

select count(core) from AGGREGATION_TABLE where core > 90

1.64s CURRENT-SNAPSHOT

1.48s PHOENIX-1.2.0

1.52s PHOENIX-2.0.0

ColumnFamilies-Multiple

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

3.53s CURRENT-SNAPSHOT

3.29s PHOENIX-1.2.0

3.44s PHOENIX-2.0.0

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

3.33s CURRENT-SNAPSHOT

3.28s PHOENIX-1.2.0

3.38s PHOENIX-2.0.0

select count(*) from CF_TABLE_14CF where N < 1000

1.8s CURRENT-SNAPSHOT

1.76s PHOENIX-1.2.0

1.76s PHOENIX-2.0.0

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)

2.39s CURRENT-SNAPSHOT

2.53s PHOENIX-1.2.0

2.33s PHOENIX-2.0.0

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

10.54s CURRENT-SNAPSHOT

10.08s PHOENIX-1.2.0

10.52s PHOENIX-2.0.0

ColumnFamilies-Single

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

0.63s CURRENT-SNAPSHOT

0.56s PHOENIX-1.2.0

0.62s PHOENIX-2.0.0

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

0.63s CURRENT-SNAPSHOT

0.56s PHOENIX-1.2.0

0.61s PHOENIX-2.0.0

select count(*) from CF_TABLE_1CF where N < 1000

0.75s CURRENT-SNAPSHOT

0.72s PHOENIX-1.2.0

0.74s PHOENIX-2.0.0

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

0.88s CURRENT-SNAPSHOT

0.86s PHOENIX-1.2.0

0.86s PHOENIX-2.0.0

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

1.56s CURRENT-SNAPSHOT

1.46s PHOENIX-1.2.0

1.53s PHOENIX-2.0.0

Count Distinct

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

6.12s CURRENT-SNAPSHOT

N/A for PHOENIX-1.2.0

5.79s PHOENIX-2.0.0

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

5.44s CURRENT-SNAPSHOT

N/A for PHOENIX-1.2.0

5.06s PHOENIX-2.0.0

IN/LIKE Clause

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

1.49s CURRENT-SNAPSHOT

1.4s PHOENIX-1.2.0

1.5s PHOENIX-2.0.0

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

1.28s CURRENT-SNAPSHOT

1.18s PHOENIX-1.2.0

1.34s PHOENIX-2.0.0

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

0.01s CURRENT-SNAPSHOT

0.01s PHOENIX-1.2.0

0.01s PHOENIX-2.0.0

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

0.01s CURRENT-SNAPSHOT

0.02s PHOENIX-1.2.0

0.01s PHOENIX-2.0.0

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

1.9s CURRENT-SNAPSHOT

1.89s PHOENIX-1.2.0

1.93s PHOENIX-2.0.0

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%')

1.95s CURRENT-SNAPSHOT

1.84s PHOENIX-1.2.0

1.95s PHOENIX-2.0.0

Index

select count(*) from INDEXED_TABLE

0.98s CURRENT-SNAPSHOT

2.79s PHOENIX-1.2.0

0.91s PHOENIX-2.0.0

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

2.54s CURRENT-SNAPSHOT

1.98s PHOENIX-1.2.0

2.06s PHOENIX-2.0.0

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

0.87s CURRENT-SNAPSHOT

1.92s PHOENIX-1.2.0

0.85s PHOENIX-2.0.0

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

1.73s CURRENT-SNAPSHOT

1.92s PHOENIX-1.2.0

1.42s PHOENIX-2.0.0

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 CURRENT-SNAPSHOT

1.59s PHOENIX-1.2.0

0.3s PHOENIX-2.0.0

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

1.34s CURRENT-SNAPSHOT

1.59s PHOENIX-1.2.0

1.18s PHOENIX-2.0.0

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

0.1s CURRENT-SNAPSHOT

1.14s PHOENIX-1.2.0

0.09s PHOENIX-2.0.0

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

0.1s CURRENT-SNAPSHOT

1.17s PHOENIX-1.2.0

0.11s PHOENIX-2.0.0

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

0.07s CURRENT-SNAPSHOT

1.16s PHOENIX-1.2.0

0.07s PHOENIX-2.0.0

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

1.04s CURRENT-SNAPSHOT

1.14s PHOENIX-1.2.0

0.88s PHOENIX-2.0.0

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

0.14s CURRENT-SNAPSHOT

1.18s PHOENIX-1.2.0

0.14s PHOENIX-2.0.0

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

0.15s CURRENT-SNAPSHOT

1.19s PHOENIX-1.2.0

0.14s PHOENIX-2.0.0

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

1.16s PHOENIX-1.2.0

0.12s PHOENIX-2.0.0

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

1.01s CURRENT-SNAPSHOT

1.16s PHOENIX-1.2.0

0.9s PHOENIX-2.0.0

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

0.2s CURRENT-SNAPSHOT

1.45s PHOENIX-1.2.0

0.19s PHOENIX-2.0.0

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

0.58s CURRENT-SNAPSHOT

1.48s PHOENIX-1.2.0

0.56s PHOENIX-2.0.0

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

0.18s CURRENT-SNAPSHOT

1.51s PHOENIX-1.2.0

0.16s PHOENIX-2.0.0

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

1.24s CURRENT-SNAPSHOT

1.48s PHOENIX-1.2.0

1.11s PHOENIX-2.0.0

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

1.11s CURRENT-SNAPSHOT

3.68s PHOENIX-1.2.0

1.07s PHOENIX-2.0.0

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

3.04s CURRENT-SNAPSHOT

3.73s PHOENIX-1.2.0

2.82s PHOENIX-2.0.0

select count(core) from INDEXED_TABLE where core > 90

0.19s CURRENT-SNAPSHOT

1.25s PHOENIX-1.2.0

0.19s PHOENIX-2.0.0

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

1.07s CURRENT-SNAPSHOT

1.3s PHOENIX-1.2.0

0.97s PHOENIX-2.0.0

select count(core) from INDEXED_TABLE where core > 0

1.09s CURRENT-SNAPSHOT

2.4s PHOENIX-1.2.0

1.03s PHOENIX-2.0.0

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

2.06s CURRENT-SNAPSHOT

2.38s PHOENIX-1.2.0

1.8s PHOENIX-2.0.0

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

0.1s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

0.14s PHOENIX-2.0.0

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

1.73s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

1.68s PHOENIX-2.0.0

select db from INDEXED_TABLE order by db limit 100

0.07s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

0.03s PHOENIX-2.0.0

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

2.79s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

2.46s PHOENIX-2.0.0

Load Data

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]

130.58s CURRENT-SNAPSHOT

149.52s PHOENIX-1.2.0

128.94s PHOENIX-2.0.0

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]

103.54s CURRENT-SNAPSHOT

118.42s PHOENIX-1.2.0

98.14s PHOENIX-2.0.0

LOAD DATA INDEXED_TABLE [4000000 ROWS]

875.15s CURRENT-SNAPSHOT

211.32s PHOENIX-1.2.0

840.72s PHOENIX-2.0.0

LOAD DATA CF_TABLE_14CF [4000000 ROWS]

209.66s CURRENT-SNAPSHOT

265.76s PHOENIX-1.2.0

202.62s PHOENIX-2.0.0

LOAD DATA SALTED_TABLE [4000000 ROWS]

131.77s CURRENT-SNAPSHOT

157.08s PHOENIX-1.2.0

127.8s PHOENIX-2.0.0

LOAD DATA CF_TABLE_1CF [4000000 ROWS]

28.56s CURRENT-SNAPSHOT

36.06s PHOENIX-1.2.0

27.18s PHOENIX-2.0.0

Percentile

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

4.3s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

4.12s PHOENIX-2.0.0

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

4.3s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

4.02s PHOENIX-2.0.0

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_TABLE

6.17s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

5.81s PHOENIX-2.0.0

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

5.46s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

5.25s PHOENIX-2.0.0

Salting

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

1.78s CURRENT-SNAPSHOT

1.72s PHOENIX-1.2.0

1.9s PHOENIX-2.0.0

select count(*) from SALTED_TABLE where D < 1000

0.94s CURRENT-SNAPSHOT

0.96s PHOENIX-1.2.0

0.96s PHOENIX-2.0.0

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

4.15s CURRENT-SNAPSHOT

4.16s PHOENIX-1.2.0

4.28s PHOENIX-2.0.0

Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

169.12s CURRENT-SNAPSHOT

0.24s PHOENIX-1.2.0

169.36s PHOENIX-2.0.0

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

19.72s CURRENT-SNAPSHOT

0.22s PHOENIX-1.2.0

18.72s PHOENIX-2.0.0

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

2.37s CURRENT-SNAPSHOT

2.25s PHOENIX-1.2.0

2.23s PHOENIX-2.0.0

select count(1) from AGGREGATION_TABLE group by HOST

2.5s CURRENT-SNAPSHOT

2.38s PHOENIX-1.2.0

2.27s PHOENIX-2.0.0

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

2.66s CURRENT-SNAPSHOT

2.55s PHOENIX-1.2.0

2.59s PHOENIX-2.0.0

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

4.29s CURRENT-SNAPSHOT

4.01s PHOENIX-1.2.0

4.18s PHOENIX-2.0.0

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

5.96s CURRENT-SNAPSHOT

5.28s PHOENIX-1.2.0

5.31s PHOENIX-2.0.0

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

1.96s CURRENT-SNAPSHOT

1.79s PHOENIX-1.2.0

1.8s PHOENIX-2.0.0

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)

2.56s CURRENT-SNAPSHOT

2.41s PHOENIX-1.2.0

2.4s PHOENIX-2.0.0

select count(active_visitor) count from AGGREGATION_TABLE

3.87s CURRENT-SNAPSHOT

3.58s PHOENIX-1.2.0

3.65s PHOENIX-2.0.0

select count(distinct active_visitor) count from AGGREGATION_TABLE

4.3s CURRENT-SNAPSHOT

N/A for PHOENIX-1.2.0

4.04s PHOENIX-2.0.0

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

4.3s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

4.12s PHOENIX-2.0.0

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

4.3s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

4.02s PHOENIX-2.0.0

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

5.35s CURRENT-SNAPSHOT

5.01s PHOENIX-1.2.0

5.03s PHOENIX-2.0.0

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

6.12s CURRENT-SNAPSHOT

N/A for PHOENIX-1.2.0

5.79s PHOENIX-2.0.0

6.17s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

5.81s PHOENIX-2.0.0

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

3.92s CURRENT-SNAPSHOT

3.74s PHOENIX-1.2.0

3.74s PHOENIX-2.0.0

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

5.44s CURRENT-SNAPSHOT

N/A for PHOENIX-1.2.0

5.06s PHOENIX-2.0.0

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

5.46s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

5.25s PHOENIX-2.0.0

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

1.49s CURRENT-SNAPSHOT

1.4s PHOENIX-1.2.0

1.5s PHOENIX-2.0.0

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

1.85s CURRENT-SNAPSHOT

1.69s PHOENIX-1.2.0

1.68s PHOENIX-2.0.0

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

1.53s CURRENT-SNAPSHOT

1.35s PHOENIX-1.2.0

1.36s PHOENIX-2.0.0

select count(core) from AGGREGATION_TABLE where core > 90

1.64s CURRENT-SNAPSHOT

1.48s PHOENIX-1.2.0

1.52s PHOENIX-2.0.0

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]

130.58s CURRENT-SNAPSHOT

149.52s PHOENIX-1.2.0

128.94s PHOENIX-2.0.0

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

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

1.28s CURRENT-SNAPSHOT

1.18s PHOENIX-1.2.0

1.34s PHOENIX-2.0.0

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

0.01s CURRENT-SNAPSHOT

0.01s PHOENIX-1.2.0

0.01s PHOENIX-2.0.0

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

0.01s CURRENT-SNAPSHOT

0.02s PHOENIX-1.2.0

0.01s PHOENIX-2.0.0

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

1.9s CURRENT-SNAPSHOT

1.89s PHOENIX-1.2.0

1.93s PHOENIX-2.0.0

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%')

1.95s CURRENT-SNAPSHOT

1.84s PHOENIX-1.2.0

1.95s PHOENIX-2.0.0

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]

103.54s CURRENT-SNAPSHOT

118.42s PHOENIX-1.2.0

98.14s PHOENIX-2.0.0

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

0.98s CURRENT-SNAPSHOT

2.79s PHOENIX-1.2.0

0.91s PHOENIX-2.0.0

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

2.54s CURRENT-SNAPSHOT

1.98s PHOENIX-1.2.0

2.06s PHOENIX-2.0.0

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

0.87s CURRENT-SNAPSHOT

1.92s PHOENIX-1.2.0

0.85s PHOENIX-2.0.0

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

1.73s CURRENT-SNAPSHOT

1.92s PHOENIX-1.2.0

1.42s PHOENIX-2.0.0

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 CURRENT-SNAPSHOT

1.59s PHOENIX-1.2.0

0.3s PHOENIX-2.0.0

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

1.34s CURRENT-SNAPSHOT

1.59s PHOENIX-1.2.0

1.18s PHOENIX-2.0.0

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

0.1s CURRENT-SNAPSHOT

1.14s PHOENIX-1.2.0

0.09s PHOENIX-2.0.0

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

0.1s CURRENT-SNAPSHOT

1.17s PHOENIX-1.2.0

0.11s PHOENIX-2.0.0

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

0.07s CURRENT-SNAPSHOT

1.16s PHOENIX-1.2.0

0.07s PHOENIX-2.0.0

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

1.04s CURRENT-SNAPSHOT

1.14s PHOENIX-1.2.0

0.88s PHOENIX-2.0.0

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

0.14s CURRENT-SNAPSHOT

1.18s PHOENIX-1.2.0

0.14s PHOENIX-2.0.0

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

0.15s CURRENT-SNAPSHOT

1.19s PHOENIX-1.2.0

0.14s PHOENIX-2.0.0

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

1.16s PHOENIX-1.2.0

0.12s PHOENIX-2.0.0

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

1.01s CURRENT-SNAPSHOT

1.16s PHOENIX-1.2.0

0.9s PHOENIX-2.0.0

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

0.2s CURRENT-SNAPSHOT

1.45s PHOENIX-1.2.0

0.19s PHOENIX-2.0.0

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

0.58s CURRENT-SNAPSHOT

1.48s PHOENIX-1.2.0

0.56s PHOENIX-2.0.0

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

0.18s CURRENT-SNAPSHOT

1.51s PHOENIX-1.2.0

0.16s PHOENIX-2.0.0

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

1.24s CURRENT-SNAPSHOT

1.48s PHOENIX-1.2.0

1.11s PHOENIX-2.0.0

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

1.11s CURRENT-SNAPSHOT

3.68s PHOENIX-1.2.0

1.07s PHOENIX-2.0.0

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

3.04s CURRENT-SNAPSHOT

3.73s PHOENIX-1.2.0

2.82s PHOENIX-2.0.0

select count(core) from INDEXED_TABLE where core > 90

0.19s CURRENT-SNAPSHOT

1.25s PHOENIX-1.2.0

0.19s PHOENIX-2.0.0

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

1.07s CURRENT-SNAPSHOT

1.3s PHOENIX-1.2.0

0.97s PHOENIX-2.0.0

select count(core) from INDEXED_TABLE where core > 0

1.09s CURRENT-SNAPSHOT

2.4s PHOENIX-1.2.0

1.03s PHOENIX-2.0.0

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

2.06s CURRENT-SNAPSHOT

2.38s PHOENIX-1.2.0

1.8s PHOENIX-2.0.0

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

0.1s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

0.14s PHOENIX-2.0.0

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

1.73s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

1.68s PHOENIX-2.0.0

select db from INDEXED_TABLE order by db limit 100

0.07s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

0.03s PHOENIX-2.0.0

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

2.79s CURRENT-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.0

2.46s PHOENIX-2.0.0

LOAD DATA INDEXED_TABLE [4000000 ROWS]

875.15s CURRENT-SNAPSHOT

211.32s PHOENIX-1.2.0

840.72s PHOENIX-2.0.0

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');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')

3.53s CURRENT-SNAPSHOT

3.29s PHOENIX-1.2.0

3.44s PHOENIX-2.0.0

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

3.33s CURRENT-SNAPSHOT

3.28s PHOENIX-1.2.0

3.38s PHOENIX-2.0.0

select count(*) from CF_TABLE_14CF where N < 1000

1.8s CURRENT-SNAPSHOT

1.76s PHOENIX-1.2.0

1.76s PHOENIX-2.0.0

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)

2.39s CURRENT-SNAPSHOT

2.53s PHOENIX-1.2.0

2.33s PHOENIX-2.0.0

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

10.54s CURRENT-SNAPSHOT

10.08s PHOENIX-1.2.0

10.52s PHOENIX-2.0.0

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

169.12s CURRENT-SNAPSHOT

0.24s PHOENIX-1.2.0

169.36s PHOENIX-2.0.0

LOAD DATA CF_TABLE_14CF [4000000 ROWS]

209.66s CURRENT-SNAPSHOT

265.76s PHOENIX-1.2.0

202.62s PHOENIX-2.0.0

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

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

1.78s CURRENT-SNAPSHOT

1.72s PHOENIX-1.2.0

1.9s PHOENIX-2.0.0

select count(*) from SALTED_TABLE where D < 1000

0.94s CURRENT-SNAPSHOT

0.96s PHOENIX-1.2.0

0.96s PHOENIX-2.0.0

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

4.15s CURRENT-SNAPSHOT

4.16s PHOENIX-1.2.0

4.28s PHOENIX-2.0.0

LOAD DATA SALTED_TABLE [4000000 ROWS]

131.77s CURRENT-SNAPSHOT

157.08s PHOENIX-1.2.0

127.8s PHOENIX-2.0.0

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');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')

0.63s CURRENT-SNAPSHOT

0.56s PHOENIX-1.2.0

0.62s PHOENIX-2.0.0

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

0.63s CURRENT-SNAPSHOT

0.56s PHOENIX-1.2.0

0.61s PHOENIX-2.0.0

select count(*) from CF_TABLE_1CF where N < 1000

0.75s CURRENT-SNAPSHOT

0.72s PHOENIX-1.2.0

0.74s PHOENIX-2.0.0

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

0.88s CURRENT-SNAPSHOT

0.86s PHOENIX-1.2.0

0.86s PHOENIX-2.0.0

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

1.56s CURRENT-SNAPSHOT

1.46s PHOENIX-1.2.0

1.53s PHOENIX-2.0.0

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

19.72s CURRENT-SNAPSHOT

0.22s PHOENIX-1.2.0

18.72s PHOENIX-2.0.0

LOAD DATA CF_TABLE_1CF [4000000 ROWS]

28.56s CURRENT-SNAPSHOT

36.06s PHOENIX-1.2.0

27.18s PHOENIX-2.0.0

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