Phoenix SNAPSHOT Performance

Phoenix Performance Result :: Tue Dec 03 16:37:28 PST 2013

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

1.06s PHOENIX-1.2.1

1.09s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

1.03s PHOENIX-1.2.1

1.06s PHOENIX-SNAPSHOT

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

1.23s PHOENIX-1.2.1

1.2s PHOENIX-SNAPSHOT

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

2.08s PHOENIX-1.2.1

2.11s PHOENIX-SNAPSHOT

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

2.5s PHOENIX-1.2.1

2.53s 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

0.9s PHOENIX-1.2.1

1.03s 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)

1.22s PHOENIX-1.2.1

1.25s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

1.79s PHOENIX-1.2.1

1.75s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

N/A for PHOENIX-1.2.1

1.98s PHOENIX-SNAPSHOT

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

2.37s PHOENIX-1.2.1

2.28s PHOENIX-SNAPSHOT

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

1.64s PHOENIX-1.2.1

1.65s PHOENIX-SNAPSHOT

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

0.91s PHOENIX-1.2.1

0.89s PHOENIX-SNAPSHOT

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

0.78s PHOENIX-1.2.1

0.76s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

0.8s PHOENIX-1.2.1

0.8s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK

2.53s PHOENIX-1.2.1

3.44s PHOENIX-SNAPSHOT

Aggregation with filter no non-pk

select count(*) from CF_TABLE_14CF where N < 10000

1.04s PHOENIX-1.2.1

1.06s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 10000

2.12s PHOENIX-1.2.1

2.36s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<10

3.99s PHOENIX-1.2.1

3.42s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50

5.65s PHOENIX-1.2.1

4.73s PHOENIX-SNAPSHOT

ColumnFamilies-Multiple

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

1.83s PHOENIX-1.2.1

2.12s PHOENIX-SNAPSHOT

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

1.38s PHOENIX-1.2.1

1.48s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000

0.98s PHOENIX-1.2.1

1.02s 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)

1.27s PHOENIX-1.2.1

1.3s PHOENIX-SNAPSHOT

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

5.49s PHOENIX-1.2.1

5.47s PHOENIX-SNAPSHOT

ColumnFamilies-Single

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

1.98s PHOENIX-1.2.1

2.37s PHOENIX-SNAPSHOT

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

1.78s PHOENIX-1.2.1

2.09s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000

2.16s PHOENIX-1.2.1

2.37s 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

2.57s PHOENIX-1.2.1

2.8s PHOENIX-SNAPSHOT

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

4.05s PHOENIX-1.2.1

4.68s PHOENIX-SNAPSHOT

Count Distinct

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

N/A for PHOENIX-1.2.1

2.8s PHOENIX-SNAPSHOT

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

N/A for PHOENIX-1.2.1

2.66s PHOENIX-SNAPSHOT

IN/LIKE Clause

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

0.73s PHOENIX-1.2.1

0.78s PHOENIX-SNAPSHOT

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

0.58s PHOENIX-1.2.1

0.71s PHOENIX-SNAPSHOT

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

0.01s PHOENIX-1.2.1

0.01s PHOENIX-SNAPSHOT

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

0.02s PHOENIX-1.2.1

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%'

1.03s PHOENIX-1.2.1

1.26s 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%')

1.02s PHOENIX-1.2.1

1.14s PHOENIX-SNAPSHOT

Index

select count(*) from INDEXED_TABLE

1.53s PHOENIX-1.2.1

0.8s PHOENIX-SNAPSHOT

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

1.49s PHOENIX-1.2.1

2.22s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-1.2.1

0.69s PHOENIX-SNAPSHOT

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

1.48s PHOENIX-1.2.1

1.51s 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

1.49s PHOENIX-1.2.1

0.17s 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

1.5s PHOENIX-1.2.1

1.6s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-1.2.1

0.08s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-1.2.1

0.08s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-1.2.1

0.09s PHOENIX-SNAPSHOT

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

1.12s PHOENIX-1.2.1

1.18s PHOENIX-SNAPSHOT

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

1.12s PHOENIX-1.2.1

0.13s PHOENIX-SNAPSHOT

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

1.12s PHOENIX-1.2.1

0.14s PHOENIX-SNAPSHOT

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

1.13s PHOENIX-1.2.1

0.08s PHOENIX-SNAPSHOT

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

1.14s PHOENIX-1.2.1

1.18s PHOENIX-SNAPSHOT

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

1.42s PHOENIX-1.2.1

0.17s PHOENIX-SNAPSHOT

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

1.42s PHOENIX-1.2.1

0.82s PHOENIX-SNAPSHOT

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

1.4s PHOENIX-1.2.1

0.19s PHOENIX-SNAPSHOT

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

1.43s PHOENIX-1.2.1

1.39s PHOENIX-SNAPSHOT

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

2.99s PHOENIX-1.2.1

0.96s PHOENIX-SNAPSHOT

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

3.03s PHOENIX-1.2.1

3.02s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

1.22s PHOENIX-1.2.1

0.17s PHOENIX-SNAPSHOT

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

1.26s PHOENIX-1.2.1

1.26s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

2.03s PHOENIX-1.2.1

0.85s PHOENIX-SNAPSHOT

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

2.08s PHOENIX-1.2.1

2.03s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

0.09s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

1.87s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

SQL Exception - Check logs for PHOENIX-1.2.1

0.06s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

2.45s PHOENIX-SNAPSHOT

Index Creation After Data

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

SQL Exception - Check logs for PHOENIX-1.2.1

36.21s PHOENIX-SNAPSHOT

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

83.7s PHOENIX-1.2.1

98.81s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

66.08s PHOENIX-1.2.1

79.3s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [2000000 ROWS]

106.37s PHOENIX-1.2.1

422.37s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [2000000 ROWS]

157.5s PHOENIX-1.2.1

158.24s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [2000000 ROWS]

89.71s PHOENIX-1.2.1

98s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [2000000 ROWS]

134.64s PHOENIX-1.2.1

132.91s PHOENIX-SNAPSHOT

LOAD DATA WIDE_PK [2000000 ROWS]

207.78s PHOENIX-1.2.1

214.22s PHOENIX-SNAPSHOT

Percentile

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

SQL Exception - Check logs for PHOENIX-1.2.1

1.97s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

1.95s 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

SQL Exception - Check logs for PHOENIX-1.2.1

2.81s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

2.71s PHOENIX-SNAPSHOT

Salting

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

1.65s PHOENIX-1.2.1

1.73s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

0.94s PHOENIX-1.2.1

0.98s PHOENIX-SNAPSHOT

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

3.68s PHOENIX-1.2.1

3.63s PHOENIX-SNAPSHOT

Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

0.23s PHOENIX-1.2.1

81.72s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

0.2s PHOENIX-1.2.1

54.37s PHOENIX-SNAPSHOT

Queries by Table

AGGREGATION_TABLE

Table used for various aggregation functions

ROWS 2000000 [2M]

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

1.06s PHOENIX-1.2.1

1.09s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

1.03s PHOENIX-1.2.1

1.06s PHOENIX-SNAPSHOT

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

1.23s PHOENIX-1.2.1

1.2s PHOENIX-SNAPSHOT

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

2.08s PHOENIX-1.2.1

2.11s PHOENIX-SNAPSHOT

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

2.5s PHOENIX-1.2.1

2.53s 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

0.9s PHOENIX-1.2.1

1.03s 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)

1.22s PHOENIX-1.2.1

1.25s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

1.79s PHOENIX-1.2.1

1.75s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

N/A for PHOENIX-1.2.1

1.98s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

1.97s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

1.95s PHOENIX-SNAPSHOT

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

2.37s PHOENIX-1.2.1

2.28s PHOENIX-SNAPSHOT

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

N/A for PHOENIX-1.2.1

2.8s PHOENIX-SNAPSHOT

SQL Exception - Check logs for PHOENIX-1.2.1

2.81s PHOENIX-SNAPSHOT

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

1.64s PHOENIX-1.2.1

1.65s PHOENIX-SNAPSHOT

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

N/A for PHOENIX-1.2.1

2.66s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

2.71s PHOENIX-SNAPSHOT

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

0.73s PHOENIX-1.2.1

0.78s PHOENIX-SNAPSHOT

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

0.91s PHOENIX-1.2.1

0.89s PHOENIX-SNAPSHOT

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

0.78s PHOENIX-1.2.1

0.76s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

0.8s PHOENIX-1.2.1

0.8s PHOENIX-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

83.7s PHOENIX-1.2.1

98.81s PHOENIX-SNAPSHOT

IN_LIKE_TABLE

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

ROWS 2000000 [2M]

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')

0.58s PHOENIX-1.2.1

0.71s PHOENIX-SNAPSHOT

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

0.01s PHOENIX-1.2.1

0.01s PHOENIX-SNAPSHOT

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

0.02s PHOENIX-1.2.1

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%'

1.03s PHOENIX-1.2.1

1.26s 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%')

1.02s PHOENIX-1.2.1

1.14s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

66.08s PHOENIX-1.2.1

79.3s 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 2000000 [2M]

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

1.53s PHOENIX-1.2.1

0.8s PHOENIX-SNAPSHOT

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

1.49s PHOENIX-1.2.1

2.22s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-1.2.1

0.69s PHOENIX-SNAPSHOT

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

1.48s PHOENIX-1.2.1

1.51s 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

1.49s PHOENIX-1.2.1

0.17s 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

1.5s PHOENIX-1.2.1

1.6s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-1.2.1

0.08s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-1.2.1

0.08s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-1.2.1

0.09s PHOENIX-SNAPSHOT

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

1.12s PHOENIX-1.2.1

1.18s PHOENIX-SNAPSHOT

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

1.12s PHOENIX-1.2.1

0.13s PHOENIX-SNAPSHOT

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

1.12s PHOENIX-1.2.1

0.14s PHOENIX-SNAPSHOT

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

1.13s PHOENIX-1.2.1

0.08s PHOENIX-SNAPSHOT

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

1.14s PHOENIX-1.2.1

1.18s PHOENIX-SNAPSHOT

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

1.42s PHOENIX-1.2.1

0.17s PHOENIX-SNAPSHOT

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

1.42s PHOENIX-1.2.1

0.82s PHOENIX-SNAPSHOT

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

1.4s PHOENIX-1.2.1

0.19s PHOENIX-SNAPSHOT

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

1.43s PHOENIX-1.2.1

1.39s PHOENIX-SNAPSHOT

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

2.99s PHOENIX-1.2.1

0.96s PHOENIX-SNAPSHOT

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

3.03s PHOENIX-1.2.1

3.02s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

1.22s PHOENIX-1.2.1

0.17s PHOENIX-SNAPSHOT

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

1.26s PHOENIX-1.2.1

1.26s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

2.03s PHOENIX-1.2.1

0.85s PHOENIX-SNAPSHOT

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

2.08s PHOENIX-1.2.1

2.03s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

0.09s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

1.87s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

SQL Exception - Check logs for PHOENIX-1.2.1

0.06s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

2.45s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-1.2.1

36.21s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [2000000 ROWS]

106.37s PHOENIX-1.2.1

422.37s 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 2000000 [2M]

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')

1.83s PHOENIX-1.2.1

2.12s PHOENIX-SNAPSHOT

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

1.38s PHOENIX-1.2.1

1.48s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000

0.98s PHOENIX-1.2.1

1.02s 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)

1.27s PHOENIX-1.2.1

1.3s PHOENIX-SNAPSHOT

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

5.49s PHOENIX-1.2.1

5.47s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 10000

1.04s PHOENIX-1.2.1

1.06s PHOENIX-SNAPSHOT

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF

0.23s PHOENIX-1.2.1

81.72s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [2000000 ROWS]

157.5s PHOENIX-1.2.1

158.24s 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 2000000 [2M]

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')

1.65s PHOENIX-1.2.1

1.73s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

0.94s PHOENIX-1.2.1

0.98s PHOENIX-SNAPSHOT

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

3.68s PHOENIX-1.2.1

3.63s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [2000000 ROWS]

89.71s PHOENIX-1.2.1

98s 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 2000000 [2M]

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')

1.98s PHOENIX-1.2.1

2.37s PHOENIX-SNAPSHOT

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

1.78s PHOENIX-1.2.1

2.09s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000

2.16s PHOENIX-1.2.1

2.37s 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

2.57s PHOENIX-1.2.1

2.8s PHOENIX-SNAPSHOT

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

4.05s PHOENIX-1.2.1

4.68s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 10000

2.12s PHOENIX-1.2.1

2.36s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF

0.2s PHOENIX-1.2.1

54.37s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [2000000 ROWS]

134.64s PHOENIX-1.2.1

132.91s PHOENIX-SNAPSHOT

WIDE_PK

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(500) NOT NULL PRIMARY KEY,CF.column1 INTEGER,CF.column2 INTEGER,CF.column3 INTEGER,CF.column4 INTEGER,CF.column5 INTEGER) SALT_BUCKETS=4;

DATA GENERATOR
STRING :: Length: 500 Values: SEQUENTIAL
INTEGER :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM

select count(*) from WIDE_PK

2.53s PHOENIX-1.2.1

3.44s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<10

3.99s PHOENIX-1.2.1

3.42s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50

5.65s PHOENIX-1.2.1

4.73s PHOENIX-SNAPSHOT

LOAD DATA WIDE_PK [2000000 ROWS]

207.78s PHOENIX-1.2.1

214.22s PHOENIX-SNAPSHOT

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