Phoenix Performance Result :: Wed Sep 18 10:54:30 PDT 2013
Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE
3.6s PHOENIX-1.2.0

select count(1) from AGGREGATION_TABLE group by HOST
3.84s PHOENIX-1.2.0

select core, count(1) from AGGREGATION_TABLE group by CORE
4.09s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
6.52s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
5.51s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
2.93s PHOENIX-1.2.0

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)
4.07s PHOENIX-1.2.0

select count(active_visitor) count from AGGREGATION_TABLE
5.77s PHOENIX-1.2.0

select count(distinct active_visitor) count from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE
8.04s PHOENIX-1.2.0

select core, count(db) count from AGGREGATION_TABLE group by CORE
5.82s PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200
2.93s PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000
2.29s PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core > 90
2.45s PHOENIX-1.2.0

ColumnFamilies-Multiple

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D')
5.04s PHOENIX-1.2.0

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C')
5.04s PHOENIX-1.2.0

select count(*) from CF_TABLE_14CF where N < 1000
2.7s PHOENIX-1.2.0

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_14CF where (B>1000 and B<2000) and (M>1000 and M<2000)
3.91s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1
16.34s PHOENIX-1.2.0

ColumnFamilies-Single

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D')
0.95s PHOENIX-1.2.0

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C')
0.94s PHOENIX-1.2.0

select count(*) from CF_TABLE_1CF where N < 1000
1.15s PHOENIX-1.2.0

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_1CF where B>1000 and B<2000 and M>1000 and M<2000
1.35s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1
2.35s PHOENIX-1.2.0

Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE
N/A for PHOENIX-1.2.0

IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)
2.45s PHOENIX-1.2.0

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')
1.97s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.02s PHOENIX-1.2.0

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'
2.91s PHOENIX-1.2.0

select count(*) from IN_LIKE_TABLE where (K1 in ('A','E','F','G','H','I','Z') or K1 like 'E%') and (K2 like '%xx1%' or K2 like '%xxxxxx2%')
2.91s PHOENIX-1.2.0

Index

select count(*) from INDEXED_TABLE
3.35s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE
3.5s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE
3.46s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE
3.48s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
2.74s PHOENIX-1.2.0

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
2.78s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core IN (1,100)
2.06s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.96s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)
2.07s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.17s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.14s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.16s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.14s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core < 10 and db < 200
2.55s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
2.36s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
2.42s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200
2.51s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core < 100 and db < 2000
6.42s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000
6.49s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core > 90
2.22s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90
2.23s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core > 0
4.24s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0
4.24s PHOENIX-1.2.0

select db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

select count(*) from INDEXED_MUTABLE_TABLE
1.5s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_MUTABLE_TABLE
1.5s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_MUTABLE_TABLE
1.49s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_MUTABLE_TABLE
1.5s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from INDEXED_MUTABLE_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
1.34s PHOENIX-1.2.0

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_MUTABLE_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
1.34s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.98s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.96s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1.01s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1.01s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1.01s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core < 100 and db < 2000
2.98s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core < 100 and db < 2000
2.99s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core > 90
1.1s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core > 90
1.09s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core > 0
1.99s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core > 0
1.98s PHOENIX-1.2.0

select db from INDEXED_MUTABLE_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_MUTABLE_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select db from INDEXED_MUTABLE_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_MUTABLE_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
SQL Exception - Check logs for PHOENIX-1.2.0

CREATE INDEX midx5 ON INDEXED_MUTABLE_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
SQL Exception - Check logs for PHOENIX-1.2.0

Load Data

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]
148.38s PHOENIX-1.2.0

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]
114.69s PHOENIX-1.2.0

LOAD DATA INDEXED_TABLE [1000000 ROWS]
205.16s PHOENIX-1.2.0

LOAD DATA INDEXED_MUTABLE_TABLE [1000000 ROWS]
48.2s PHOENIX-1.2.0

LOAD DATA CF_TABLE_14CF [4000000 ROWS]
280.9s PHOENIX-1.2.0

LOAD DATA SALTED_TABLE [4000000 ROWS]
158.94s PHOENIX-1.2.0

LOAD DATA CF_TABLE_1CF [4000000 ROWS]
37.67s PHOENIX-1.2.0

Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0

select percentile_cont(0.5) within group (order by core asc), percentile_cont(0.5) within group (order by db asc), percentile_cont(0.5) within group (order by active_visitor asc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE
SQL Exception - Check logs for PHOENIX-1.2.0

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')
1.64s PHOENIX-1.2.0

select count(*) from SALTED_TABLE where D < 1000
1.42s PHOENIX-1.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1
6.45s PHOENIX-1.2.0

Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF
0.21s PHOENIX-1.2.0

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF
0.17s PHOENIX-1.2.0



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
3.6s PHOENIX-1.2.0

select count(1) from AGGREGATION_TABLE group by HOST
3.84s PHOENIX-1.2.0

select core, count(1) from AGGREGATION_TABLE group by CORE
4.09s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
6.52s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
5.51s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
2.93s PHOENIX-1.2.0

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)
4.07s PHOENIX-1.2.0

select count(active_visitor) count from AGGREGATION_TABLE
5.77s PHOENIX-1.2.0

select count(distinct active_visitor) count from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE
8.04s PHOENIX-1.2.0

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0

select percentile_cont(0.5) within group (order by core asc), percentile_cont(0.5) within group (order by db asc), percentile_cont(0.5) within group (order by active_visitor asc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0

select core, count(db) count from AGGREGATION_TABLE group by CORE
5.82s PHOENIX-1.2.0

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE
N/A for PHOENIX-1.2.0

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE
SQL Exception - Check logs for PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)
2.45s PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200
2.93s PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000
2.29s PHOENIX-1.2.0

select count(core) from AGGREGATION_TABLE where core > 90
2.45s PHOENIX-1.2.0

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]
148.38s PHOENIX-1.2.0

IN_LIKE_TABLE


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

ROWS 4000000 [4M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B VARCHAR, CF.C VARCHAR CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D','E','F','G','H','I')

DATA GENERATOR
STRING :: Values: A|B|C|D|E|F|G|H|I
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 1000000 Values: RANDOM
STRING :: Length: 50 Values: RANDOM
STRING :: Length: 50 Values: RANDOM

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')
1.97s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.02s PHOENIX-1.2.0

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'
2.91s PHOENIX-1.2.0

select count(*) from IN_LIKE_TABLE where (K1 in ('A','E','F','G','H','I','Z') or K1 like 'E%') and (K2 like '%xx1%' or K2 like '%xxxxxx2%')
2.91s PHOENIX-1.2.0

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]
114.69s PHOENIX-1.2.0

INDEXED_TABLE


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

ROWS 1000000 [1M]

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
3.35s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE
3.5s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE
3.46s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE
3.48s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
2.74s PHOENIX-1.2.0

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
2.78s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core IN (1,100)
2.06s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.96s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)
2.07s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.17s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.14s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.16s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
2.14s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core < 10 and db < 200
2.55s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
2.36s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
2.42s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200
2.51s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core < 100 and db < 2000
6.42s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000
6.49s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core > 90
2.22s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90
2.23s PHOENIX-1.2.0

select count(core) from INDEXED_TABLE where core > 0
4.24s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0
4.24s PHOENIX-1.2.0

select db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
SQL Exception - Check logs for PHOENIX-1.2.0

LOAD DATA INDEXED_TABLE [1000000 ROWS]
205.16s PHOENIX-1.2.0

INDEXED_MUTABLE_TABLE


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

ROWS 1000000 [1M]

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)) MAX_FILESIZE=30485760;CREATE INDEX midx1 ON $TABLE (CORE);CREATE INDEX midx2 ON $TABLE (DB);CREATE INDEX midx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX midx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX mids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX mids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX mids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX mids4 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_MUTABLE_TABLE
1.5s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_MUTABLE_TABLE
1.5s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_MUTABLE_TABLE
1.49s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_MUTABLE_TABLE
1.5s PHOENIX-1.2.0

select round(date, 'day',50), sum(core)+2 from INDEXED_MUTABLE_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
1.34s PHOENIX-1.2.0

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_MUTABLE_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
1.34s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.98s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,100)
0.96s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1.01s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1.01s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1.01s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core IN (1,25,50,75,100)
1s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_MUTABLE_TABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core < 10 and db < 200
1.26s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core < 100 and db < 2000
2.98s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core < 100 and db < 2000
2.99s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core > 90
1.1s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core > 90
1.09s PHOENIX-1.2.0

select count(core) from INDEXED_MUTABLE_TABLE where core > 0
1.99s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_MUTABLE_TABLE where core > 0
1.98s PHOENIX-1.2.0

select db from INDEXED_MUTABLE_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_MUTABLE_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0

select db from INDEXED_MUTABLE_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_MUTABLE_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0

CREATE INDEX midx5 ON INDEXED_MUTABLE_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
SQL Exception - Check logs for PHOENIX-1.2.0

LOAD DATA INDEXED_MUTABLE_TABLE [1000000 ROWS]
48.2s PHOENIX-1.2.0

CF_TABLE_14CF


Data is split in 14 column families. Phoenix 1.2+ uses Essential Column Family filter feature which fetches only required columns when filtering rows.

ROWS 4000000 [4M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF1.A INTEGER, CF2.B INTEGER, CF3.C INTEGER, CF4.D INTEGER, CF5.E INTEGER, CF6.F INTEGER, CF7.G INTEGER, CF8.H INTEGER, CF9.I INTEGER, CF10.J INTEGER, CF11.K INTEGER, CF12.L INTEGER, CF13.M INTEGER, CF14.N INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D');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')
5.04s PHOENIX-1.2.0

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C')
5.04s PHOENIX-1.2.0

select count(*) from CF_TABLE_14CF where N < 1000
2.7s PHOENIX-1.2.0

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_14CF where (B>1000 and B<2000) and (M>1000 and M<2000)
3.91s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1
16.34s PHOENIX-1.2.0

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF
0.21s PHOENIX-1.2.0

LOAD DATA CF_TABLE_14CF [4000000 ROWS]
280.9s PHOENIX-1.2.0

SALTED_TABLE


This is Phoenix 1.2+ feature. Data is split in 4 regions equal to number of region servers in test cluster by adding salted byte to each key.

ROWS 4000000 [4M]

DDL CREATE TABLE $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CFA.A VARCHAR, CFA.B CHAR(100), CFA.C INTEGER, CFB.D INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SALT_BUCKETS=4

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 100 Values: RANDOM
STRING :: Length: 100 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')
1.64s PHOENIX-1.2.0

select count(*) from SALTED_TABLE where D < 1000
1.42s PHOENIX-1.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1
6.45s PHOENIX-1.2.0

LOAD DATA SALTED_TABLE [4000000 ROWS]
158.94s PHOENIX-1.2.0

CF_TABLE_1CF


Same data as in 14 column family table but this one only has a single column family. Performance should be worse in most cases.

ROWS 4000000 [4M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B INTEGER, CF.C INTEGER, CF.D INTEGER, CF.E INTEGER, CF.F INTEGER, CF.G INTEGER, CF.H INTEGER, CF.I INTEGER, CF.J INTEGER, CF.K INTEGER, CF.L INTEGER, CF.M INTEGER, CF.N INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D');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')
0.95s PHOENIX-1.2.0

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C')
0.94s PHOENIX-1.2.0

select count(*) from CF_TABLE_1CF where N < 1000
1.15s PHOENIX-1.2.0

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_1CF where B>1000 and B<2000 and M>1000 and M<2000
1.35s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1
2.35s PHOENIX-1.2.0

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF
0.17s PHOENIX-1.2.0

LOAD DATA CF_TABLE_1CF [4000000 ROWS]
37.67s PHOENIX-1.2.0


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