Phoenix Performance Result :: Fri Aug 30 12:47:25 PDT 2013

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Queries by Category

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Aggregation

select count(*) from AGGREGATION_TABLE 2.23s PHOENIX-2.0.0 2.37s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST 2.36s PHOENIX-2.0.0 2.48s PHOENIX-SNAPSHOT

select core, count(1) from AGGREGATION_TABLE group by CORE 2.61s PHOENIX-2.0.0 2.76s PHOENIX-SNAPSHOT

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 4.28s PHOENIX-2.0.0 4.39s PHOENIX-SNAPSHOT

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 5.71s PHOENIX-2.0.0 5.93s 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-2.0.0 2s 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) 2.56s PHOENIX-2.0.0 2.54s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE 3.79s PHOENIX-2.0.0 3.92s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE 4.18s PHOENIX-2.0.0 4.34s PHOENIX-SNAPSHOT

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 5.2s PHOENIX-2.0.0 5.3s PHOENIX-SNAPSHOT

select core, count(db) count from AGGREGATION_TABLE group by CORE 3.83s PHOENIX-2.0.0 3.98s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 1.79s PHOENIX-2.0.0 1.82s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 1.47s PHOENIX-2.0.0 1.46s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90 1.56s PHOENIX-2.0.0 1.63s PHOENIX-SNAPSHOT

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ColumnFamilies-Multiple

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D') 3.52s PHOENIX-2.0.0 3.38s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.41s PHOENIX-2.0.0 3.3s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000 1.73s PHOENIX-2.0.0 1.8s 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) 2.37s PHOENIX-2.0.0 2.47s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.59s PHOENIX-2.0.0 10.3s PHOENIX-SNAPSHOT

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ColumnFamilies-Single

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 0.63s PHOENIX-2.0.0 0.62s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 0.63s PHOENIX-2.0.0 0.64s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000 0.71s PHOENIX-2.0.0 0.73s 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 0.87s PHOENIX-2.0.0 0.87s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 1.49s PHOENIX-2.0.0 1.57s PHOENIX-SNAPSHOT

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Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 6.09s PHOENIX-2.0.0 6.16s PHOENIX-SNAPSHOT

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 5.31s PHOENIX-2.0.0 5.53s PHOENIX-SNAPSHOT

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IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 1.48s PHOENIX-2.0.0 1.54s PHOENIX-SNAPSHOT

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X') 1.37s PHOENIX-2.0.0 1.33s PHOENIX-SNAPSHOT

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 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%' 0.01s 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-2.0.0 1.87s 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%') 1.83s PHOENIX-2.0.0 1.89s PHOENIX-SNAPSHOT

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Index

select count(*) from INDEXED_TABLE 0.86s PHOENIX-2.0.0 0.92s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 2.25s PHOENIX-2.0.0 2.09s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.84s PHOENIX-2.0.0 0.88s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 1.36s PHOENIX-2.0.0 1.28s PHOENIX-SNAPSHOT

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.27s PHOENIX-2.0.0 0.26s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.14s PHOENIX-2.0.0 1.14s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,100) 0.09s PHOENIX-2.0.0 0.09s PHOENIX-SNAPSHOT

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

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

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 0.84s PHOENIX-2.0.0 0.83s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.14s PHOENIX-2.0.0 0.15s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.15s PHOENIX-2.0.0 0.13s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.12s PHOENIX-2.0.0 0.14s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.88s PHOENIX-2.0.0 0.86s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.21s PHOENIX-2.0.0 0.2s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.59s PHOENIX-2.0.0 0.58s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.18s PHOENIX-2.0.0 0.19s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.06s PHOENIX-2.0.0 1.08s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 1.11s PHOENIX-2.0.0 1.14s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 2.65s PHOENIX-2.0.0 2.6s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90 0.18s PHOENIX-2.0.0 0.2s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 0.92s PHOENIX-2.0.0 0.93s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0 1.08s PHOENIX-2.0.0 1.15s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.72s PHOENIX-2.0.0 1.7s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <10 order by db 0.1s PHOENIX-2.0.0 0.13s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <10 order by db 1.67s PHOENIX-2.0.0 1.63s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 100 0.07s PHOENIX-2.0.0 0.06s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 100 2.44s PHOENIX-2.0.0 2.45s PHOENIX-SNAPSHOT

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Load Data

LOAD DATA AGGREGATION_TABLE [4000000 ROWS] 126.57s PHOENIX-2.0.0 133.14s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS] 99.75s PHOENIX-2.0.0 104.52s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS] 875.46s PHOENIX-2.0.0 843.3s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS] 201.68s PHOENIX-2.0.0 207.46s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS] 128.14s PHOENIX-2.0.0 129.68s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS] 27s PHOENIX-2.0.0 27.94s PHOENIX-SNAPSHOT

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Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 4.34s PHOENIX-2.0.0 4.38s PHOENIX-SNAPSHOT

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 4.25s PHOENIX-2.0.0 4.3s 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 6.12s PHOENIX-2.0.0 6.24s PHOENIX-SNAPSHOT

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 5.36s PHOENIX-2.0.0 5.58s PHOENIX-SNAPSHOT

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Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 1.87s PHOENIX-2.0.0 2.3s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000 0.96s PHOENIX-2.0.0 0.99s PHOENIX-SNAPSHOT

select avg(c),avg(d) from SALTED_TABLE group by K1 4.05s PHOENIX-2.0.0 4.25s PHOENIX-SNAPSHOT

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Upsert Select

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF 172.75s PHOENIX-2.0.0 165.84s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF 17.33s PHOENIX-2.0.0 17.68s PHOENIX-SNAPSHOT

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Queries by Table

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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 2.23s PHOENIX-2.0.0 2.37s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST 2.36s PHOENIX-2.0.0 2.48s PHOENIX-SNAPSHOT

select core, count(1) from AGGREGATION_TABLE group by CORE 2.61s PHOENIX-2.0.0 2.76s PHOENIX-SNAPSHOT

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host 4.28s PHOENIX-2.0.0 4.39s PHOENIX-SNAPSHOT

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com' 5.71s PHOENIX-2.0.0 5.93s 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-2.0.0 2s 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) 2.56s PHOENIX-2.0.0 2.54s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE 3.79s PHOENIX-2.0.0 3.92s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE 4.18s PHOENIX-2.0.0 4.34s PHOENIX-SNAPSHOT

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE 4.34s PHOENIX-2.0.0 4.38s PHOENIX-SNAPSHOT

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE 4.25s PHOENIX-2.0.0 4.3s PHOENIX-SNAPSHOT

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE 5.2s PHOENIX-2.0.0 5.3s PHOENIX-SNAPSHOT

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE 6.09s PHOENIX-2.0.0 6.16s 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 6.12s PHOENIX-2.0.0 6.24s PHOENIX-SNAPSHOT

select core, count(db) count from AGGREGATION_TABLE group by CORE 3.83s PHOENIX-2.0.0 3.98s PHOENIX-SNAPSHOT

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE 5.31s PHOENIX-2.0.0 5.53s PHOENIX-SNAPSHOT

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE 5.36s PHOENIX-2.0.0 5.58s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100) 1.48s PHOENIX-2.0.0 1.54s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200 1.79s PHOENIX-2.0.0 1.82s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000 1.47s PHOENIX-2.0.0 1.46s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90 1.56s PHOENIX-2.0.0 1.63s PHOENIX-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [4000000 ROWS] 126.57s PHOENIX-2.0.0 133.14s PHOENIX-SNAPSHOT

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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') 1.37s PHOENIX-2.0.0 1.33s PHOENIX-SNAPSHOT

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 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%' 0.01s 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-2.0.0 1.87s 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%') 1.83s PHOENIX-2.0.0 1.89s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [4000000 ROWS] 99.75s PHOENIX-2.0.0 104.52s PHOENIX-SNAPSHOT

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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 0.86s PHOENIX-2.0.0 0.92s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE 2.25s PHOENIX-2.0.0 2.09s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE 0.84s PHOENIX-2.0.0 0.88s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE 1.36s PHOENIX-2.0.0 1.28s PHOENIX-SNAPSHOT

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 0.27s PHOENIX-2.0.0 0.26s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.14s PHOENIX-2.0.0 1.14s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,100) 0.09s PHOENIX-2.0.0 0.09s PHOENIX-SNAPSHOT

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

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

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100) 0.84s PHOENIX-2.0.0 0.83s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.14s PHOENIX-2.0.0 0.15s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.15s PHOENIX-2.0.0 0.13s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.12s PHOENIX-2.0.0 0.14s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100) 0.88s PHOENIX-2.0.0 0.86s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 10 and db < 200 0.21s PHOENIX-2.0.0 0.2s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.59s PHOENIX-2.0.0 0.58s PHOENIX-SNAPSHOT

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200 0.18s PHOENIX-2.0.0 0.19s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200 1.06s PHOENIX-2.0.0 1.08s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core < 100 and db < 2000 1.11s PHOENIX-2.0.0 1.14s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000 2.65s PHOENIX-2.0.0 2.6s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90 0.18s PHOENIX-2.0.0 0.2s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90 0.92s PHOENIX-2.0.0 0.93s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0 1.08s PHOENIX-2.0.0 1.15s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0 1.72s PHOENIX-2.0.0 1.7s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE where db >5 and db <10 order by db 0.1s PHOENIX-2.0.0 0.13s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <10 order by db 1.67s PHOENIX-2.0.0 1.63s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 100 0.07s PHOENIX-2.0.0 0.06s PHOENIX-SNAPSHOT

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 100 2.44s PHOENIX-2.0.0 2.45s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [4000000 ROWS] 875.46s PHOENIX-2.0.0 843.3s 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') 3.52s PHOENIX-2.0.0 3.38s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.41s PHOENIX-2.0.0 3.3s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_14CF where N < 1000 1.73s PHOENIX-2.0.0 1.8s 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) 2.37s PHOENIX-2.0.0 2.47s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.59s PHOENIX-2.0.0 10.3s PHOENIX-SNAPSHOT

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF 172.75s PHOENIX-2.0.0 165.84s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_14CF [4000000 ROWS] 201.68s PHOENIX-2.0.0 207.46s 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') 1.87s PHOENIX-2.0.0 2.3s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000 0.96s PHOENIX-2.0.0 0.99s PHOENIX-SNAPSHOT

select avg(c),avg(d) from SALTED_TABLE group by K1 4.05s PHOENIX-2.0.0 4.25s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [4000000 ROWS] 128.14s PHOENIX-2.0.0 129.68s 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') 0.63s PHOENIX-2.0.0 0.62s PHOENIX-SNAPSHOT

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 0.63s PHOENIX-2.0.0 0.64s PHOENIX-SNAPSHOT

select count(*) from CF_TABLE_1CF where N < 1000 0.71s PHOENIX-2.0.0 0.73s 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 0.87s PHOENIX-2.0.0 0.87s PHOENIX-SNAPSHOT

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 1.49s PHOENIX-2.0.0 1.57s PHOENIX-SNAPSHOT

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF 17.33s PHOENIX-2.0.0 17.68s PHOENIX-SNAPSHOT

LOAD DATA CF_TABLE_1CF [4000000 ROWS] 27s PHOENIX-2.0.0 27.94s PHOENIX-SNAPSHOT

---

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