Phoenix Performance Result :: Sat Aug 31 03:23:39 PDT 2013
Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE
2.31s PHOENIX-1.2.0
2.26s PHOENIX-2.0.0
2.26s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST
2.42s PHOENIX-1.2.0
2.31s PHOENIX-2.0.0
2.35s PHOENIX-SNAPSHOT

select core, count(1) from AGGREGATION_TABLE group by CORE
2.72s PHOENIX-1.2.0
2.7s PHOENIX-2.0.0
2.61s PHOENIX-SNAPSHOT

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
4.35s PHOENIX-1.2.0
4.18s PHOENIX-2.0.0
4.3s PHOENIX-SNAPSHOT

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
5.83s PHOENIX-1.2.0
5.58s PHOENIX-2.0.0
5.77s 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
1.94s PHOENIX-1.2.0
1.85s PHOENIX-2.0.0
1.9s 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)
2.64s PHOENIX-1.2.0
2.58s PHOENIX-2.0.0
2.47s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE
3.8s PHOENIX-1.2.0
3.67s PHOENIX-2.0.0
3.67s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0
4.11s PHOENIX-2.0.0
4.04s PHOENIX-SNAPSHOT

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE
5.28s PHOENIX-1.2.0
5.19s PHOENIX-2.0.0
5.05s PHOENIX-SNAPSHOT

select core, count(db) count from AGGREGATION_TABLE group by CORE
3.86s PHOENIX-1.2.0
3.85s PHOENIX-2.0.0
3.67s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200
1.87s PHOENIX-1.2.0
1.86s PHOENIX-2.0.0
1.72s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000
1.52s PHOENIX-1.2.0
1.5s PHOENIX-2.0.0
1.46s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90
1.58s PHOENIX-1.2.0
1.6s PHOENIX-2.0.0
1.55s PHOENIX-SNAPSHOT

ColumnFamilies-Multiple

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D')
3.36s PHOENIX-1.2.0
3.51s PHOENIX-2.0.0
3.43s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C')
3.35s PHOENIX-1.2.0
3.53s PHOENIX-2.0.0
3.48s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000
1.73s PHOENIX-1.2.0
1.79s PHOENIX-2.0.0
1.76s 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)
2.4s PHOENIX-1.2.0
2.41s PHOENIX-2.0.0
2.33s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1
10.2s PHOENIX-1.2.0
10.43s PHOENIX-2.0.0
10.61s PHOENIX-SNAPSHOT

ColumnFamilies-Single

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D')
0.56s PHOENIX-1.2.0
0.66s PHOENIX-2.0.0
0.64s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C')
0.53s PHOENIX-1.2.0
0.66s PHOENIX-2.0.0
0.6s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000
0.68s PHOENIX-1.2.0
0.71s PHOENIX-2.0.0
0.72s 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
0.83s PHOENIX-1.2.0
0.87s PHOENIX-2.0.0
0.84s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1
1.41s PHOENIX-1.2.0
1.5s PHOENIX-2.0.0
1.54s PHOENIX-SNAPSHOT

Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0
6.01s PHOENIX-2.0.0
5.88s PHOENIX-SNAPSHOT

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE
N/A for PHOENIX-1.2.0
5.21s PHOENIX-2.0.0
5.15s PHOENIX-SNAPSHOT

IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)
1.45s PHOENIX-1.2.0
1.44s PHOENIX-2.0.0
1.46s PHOENIX-SNAPSHOT

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')
1.16s PHOENIX-1.2.0
1.34s PHOENIX-2.0.0
1.39s PHOENIX-SNAPSHOT

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s PHOENIX-1.2.0
0.01s PHOENIX-2.0.0
0.01s PHOENIX-SNAPSHOT

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.02s PHOENIX-1.2.0
0.01s PHOENIX-2.0.0
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%'
1.92s PHOENIX-1.2.0
2.01s PHOENIX-2.0.0
1.93s 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%')
1.92s PHOENIX-1.2.0
1.82s PHOENIX-2.0.0
1.9s PHOENIX-SNAPSHOT

Index

select count(*) from INDEXED_TABLE
1.93s PHOENIX-1.2.0
0.9s PHOENIX-2.0.0
0.91s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE
1.91s PHOENIX-1.2.0
1.99s PHOENIX-2.0.0
1.98s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE
1.89s PHOENIX-1.2.0
0.83s PHOENIX-2.0.0
0.85s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE
1.89s PHOENIX-1.2.0
1.38s PHOENIX-2.0.0
1.42s 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
1.53s PHOENIX-1.2.0
0.28s PHOENIX-2.0.0
0.29s 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
1.53s PHOENIX-1.2.0
1.22s PHOENIX-2.0.0
1.19s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,100)
1.16s PHOENIX-1.2.0
0.1s PHOENIX-2.0.0
0.1s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.2s PHOENIX-1.2.0
0.1s PHOENIX-2.0.0
0.11s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.13s PHOENIX-1.2.0
0.08s PHOENIX-2.0.0
0.07s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)
1.16s PHOENIX-1.2.0
0.88s PHOENIX-2.0.0
0.82s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
1.25s PHOENIX-1.2.0
0.14s PHOENIX-2.0.0
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)
1.18s PHOENIX-1.2.0
0.11s PHOENIX-2.0.0
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)
1.21s PHOENIX-1.2.0
0.13s PHOENIX-2.0.0
0.15s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
1.24s PHOENIX-1.2.0
0.89s PHOENIX-2.0.0
0.84s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 10 and db < 200
1.54s PHOENIX-1.2.0
0.19s PHOENIX-2.0.0
0.21s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.49s PHOENIX-1.2.0
0.58s PHOENIX-2.0.0
0.62s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.44s PHOENIX-1.2.0
0.18s PHOENIX-2.0.0
0.18s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.49s PHOENIX-1.2.0
1.15s PHOENIX-2.0.0
1.1s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 100 and db < 2000
3.74s PHOENIX-1.2.0
1.11s PHOENIX-2.0.0
1.16s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000
3.65s PHOENIX-1.2.0
2.75s PHOENIX-2.0.0
2.76s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90
1.22s PHOENIX-1.2.0
0.2s PHOENIX-2.0.0
0.19s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90
1.32s PHOENIX-1.2.0
0.97s PHOENIX-2.0.0
0.93s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0
2.35s PHOENIX-1.2.0
1.18s PHOENIX-2.0.0
1.1s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0
2.34s PHOENIX-1.2.0
1.81s PHOENIX-2.0.0
1.74s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0
0.06s PHOENIX-2.0.0
0.05s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0
1.61s PHOENIX-2.0.0
1.56s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0
0.06s PHOENIX-2.0.0
0.08s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0
2.32s PHOENIX-2.0.0
2.22s PHOENIX-SNAPSHOT

Load Data

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]
149.96s PHOENIX-1.2.0
128.45s PHOENIX-2.0.0
127.75s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]
119.38s PHOENIX-1.2.0
103.36s PHOENIX-2.0.0
102.41s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS]
214.06s PHOENIX-1.2.0
873.93s PHOENIX-2.0.0
837.84s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS]
265.5s PHOENIX-1.2.0
206.46s PHOENIX-2.0.0
205.62s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS]
158.76s PHOENIX-1.2.0
130.48s PHOENIX-2.0.0
129.57s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS]
35.23s PHOENIX-1.2.0
28.42s PHOENIX-2.0.0
28.41s PHOENIX-SNAPSHOT

Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0
4.18s PHOENIX-2.0.0
4.1s PHOENIX-SNAPSHOT

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0
4.15s PHOENIX-2.0.0
4.05s 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-1.2.0
6.04s PHOENIX-2.0.0
5.85s 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-1.2.0
5.34s PHOENIX-2.0.0
5.19s PHOENIX-SNAPSHOT

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')
1.78s PHOENIX-1.2.0
1.8s PHOENIX-2.0.0
1.8s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000
0.91s PHOENIX-1.2.0
0.88s PHOENIX-2.0.0
0.94s PHOENIX-SNAPSHOT

select avg(c),avg(d) from SALTED_TABLE group by K1
4.11s PHOENIX-1.2.0
4.1s PHOENIX-2.0.0
4.09s PHOENIX-SNAPSHOT

Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF
0.24s PHOENIX-1.2.0
169.91s PHOENIX-2.0.0
171.18s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF
0.19s PHOENIX-1.2.0
17.49s PHOENIX-2.0.0
18.58s 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
2.31s PHOENIX-1.2.0
2.26s PHOENIX-2.0.0
2.26s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST
2.42s PHOENIX-1.2.0
2.31s PHOENIX-2.0.0
2.35s PHOENIX-SNAPSHOT

select core, count(1) from AGGREGATION_TABLE group by CORE
2.72s PHOENIX-1.2.0
2.7s PHOENIX-2.0.0
2.61s PHOENIX-SNAPSHOT

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
4.35s PHOENIX-1.2.0
4.18s PHOENIX-2.0.0
4.3s PHOENIX-SNAPSHOT

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
5.83s PHOENIX-1.2.0
5.58s PHOENIX-2.0.0
5.77s 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
1.94s PHOENIX-1.2.0
1.85s PHOENIX-2.0.0
1.9s 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)
2.64s PHOENIX-1.2.0
2.58s PHOENIX-2.0.0
2.47s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE
3.8s PHOENIX-1.2.0
3.67s PHOENIX-2.0.0
3.67s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0
4.11s PHOENIX-2.0.0
4.04s PHOENIX-SNAPSHOT

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0
4.18s PHOENIX-2.0.0
4.1s PHOENIX-SNAPSHOT

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE
SQL Exception - Check logs for PHOENIX-1.2.0
4.15s PHOENIX-2.0.0
4.05s PHOENIX-SNAPSHOT

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE
5.28s PHOENIX-1.2.0
5.19s PHOENIX-2.0.0
5.05s PHOENIX-SNAPSHOT

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE
N/A for PHOENIX-1.2.0
6.01s PHOENIX-2.0.0
5.88s 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-1.2.0
6.04s PHOENIX-2.0.0
5.85s PHOENIX-SNAPSHOT

select core, count(db) count from AGGREGATION_TABLE group by CORE
3.86s PHOENIX-1.2.0
3.85s PHOENIX-2.0.0
3.67s PHOENIX-SNAPSHOT

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE
N/A for PHOENIX-1.2.0
5.21s PHOENIX-2.0.0
5.15s 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-1.2.0
5.34s PHOENIX-2.0.0
5.19s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)
1.45s PHOENIX-1.2.0
1.44s PHOENIX-2.0.0
1.46s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200
1.87s PHOENIX-1.2.0
1.86s PHOENIX-2.0.0
1.72s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000
1.52s PHOENIX-1.2.0
1.5s PHOENIX-2.0.0
1.46s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90
1.58s PHOENIX-1.2.0
1.6s PHOENIX-2.0.0
1.55s PHOENIX-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [4000000 ROWS]
149.96s PHOENIX-1.2.0
128.45s PHOENIX-2.0.0
127.75s 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')
1.16s PHOENIX-1.2.0
1.34s PHOENIX-2.0.0
1.39s PHOENIX-SNAPSHOT

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s PHOENIX-1.2.0
0.01s PHOENIX-2.0.0
0.01s PHOENIX-SNAPSHOT

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.02s PHOENIX-1.2.0
0.01s PHOENIX-2.0.0
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%'
1.92s PHOENIX-1.2.0
2.01s PHOENIX-2.0.0
1.93s 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%')
1.92s PHOENIX-1.2.0
1.82s PHOENIX-2.0.0
1.9s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS]
119.38s PHOENIX-1.2.0
103.36s PHOENIX-2.0.0
102.41s 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
1.93s PHOENIX-1.2.0
0.9s PHOENIX-2.0.0
0.91s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE
1.91s PHOENIX-1.2.0
1.99s PHOENIX-2.0.0
1.98s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE
1.89s PHOENIX-1.2.0
0.83s PHOENIX-2.0.0
0.85s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE
1.89s PHOENIX-1.2.0
1.38s PHOENIX-2.0.0
1.42s 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
1.53s PHOENIX-1.2.0
0.28s PHOENIX-2.0.0
0.29s 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
1.53s PHOENIX-1.2.0
1.22s PHOENIX-2.0.0
1.19s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,100)
1.16s PHOENIX-1.2.0
0.1s PHOENIX-2.0.0
0.1s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.2s PHOENIX-1.2.0
0.1s PHOENIX-2.0.0
0.11s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)
1.13s PHOENIX-1.2.0
0.08s PHOENIX-2.0.0
0.07s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)
1.16s PHOENIX-1.2.0
0.88s PHOENIX-2.0.0
0.82s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
1.25s PHOENIX-1.2.0
0.14s PHOENIX-2.0.0
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)
1.18s PHOENIX-1.2.0
0.11s PHOENIX-2.0.0
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)
1.21s PHOENIX-1.2.0
0.13s PHOENIX-2.0.0
0.15s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
1.24s PHOENIX-1.2.0
0.89s PHOENIX-2.0.0
0.84s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 10 and db < 200
1.54s PHOENIX-1.2.0
0.19s PHOENIX-2.0.0
0.21s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.49s PHOENIX-1.2.0
0.58s PHOENIX-2.0.0
0.62s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.44s PHOENIX-1.2.0
0.18s PHOENIX-2.0.0
0.18s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.49s PHOENIX-1.2.0
1.15s PHOENIX-2.0.0
1.1s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 100 and db < 2000
3.74s PHOENIX-1.2.0
1.11s PHOENIX-2.0.0
1.16s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000
3.65s PHOENIX-1.2.0
2.75s PHOENIX-2.0.0
2.76s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90
1.22s PHOENIX-1.2.0
0.2s PHOENIX-2.0.0
0.19s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90
1.32s PHOENIX-1.2.0
0.97s PHOENIX-2.0.0
0.93s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0
2.35s PHOENIX-1.2.0
1.18s PHOENIX-2.0.0
1.1s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0
2.34s PHOENIX-1.2.0
1.81s PHOENIX-2.0.0
1.74s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0
0.06s PHOENIX-2.0.0
0.05s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db
SQL Exception - Check logs for PHOENIX-1.2.0
1.61s PHOENIX-2.0.0
1.56s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0
0.06s PHOENIX-2.0.0
0.08s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10
SQL Exception - Check logs for PHOENIX-1.2.0
2.32s PHOENIX-2.0.0
2.22s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS]
214.06s PHOENIX-1.2.0
873.93s PHOENIX-2.0.0
837.84s 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')
3.36s PHOENIX-1.2.0
3.51s PHOENIX-2.0.0
3.43s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C')
3.35s PHOENIX-1.2.0
3.53s PHOENIX-2.0.0
3.48s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000
1.73s PHOENIX-1.2.0
1.79s PHOENIX-2.0.0
1.76s 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)
2.4s PHOENIX-1.2.0
2.41s PHOENIX-2.0.0
2.33s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1
10.2s PHOENIX-1.2.0
10.43s PHOENIX-2.0.0
10.61s PHOENIX-SNAPSHOT

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF
0.24s PHOENIX-1.2.0
169.91s PHOENIX-2.0.0
171.18s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS]
265.5s PHOENIX-1.2.0
206.46s PHOENIX-2.0.0
205.62s 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')
1.78s PHOENIX-1.2.0
1.8s PHOENIX-2.0.0
1.8s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000
0.91s PHOENIX-1.2.0
0.88s PHOENIX-2.0.0
0.94s PHOENIX-SNAPSHOT

select avg(c),avg(d) from SALTED_TABLE group by K1
4.11s PHOENIX-1.2.0
4.1s PHOENIX-2.0.0
4.09s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS]
158.76s PHOENIX-1.2.0
130.48s PHOENIX-2.0.0
129.57s 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')
0.56s PHOENIX-1.2.0
0.66s PHOENIX-2.0.0
0.64s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C')
0.53s PHOENIX-1.2.0
0.66s PHOENIX-2.0.0
0.6s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000
0.68s PHOENIX-1.2.0
0.71s PHOENIX-2.0.0
0.72s 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
0.83s PHOENIX-1.2.0
0.87s PHOENIX-2.0.0
0.84s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1
1.41s PHOENIX-1.2.0
1.5s PHOENIX-2.0.0
1.54s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF
0.19s PHOENIX-1.2.0
17.49s PHOENIX-2.0.0
18.58s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS]
35.23s PHOENIX-1.2.0
28.42s PHOENIX-2.0.0
28.41s PHOENIX-SNAPSHOT


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