Phoenix Performance Result :: Thu Aug 15 14:53:21 PDT 2013

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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

QUERIES

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X') 1.13s CURRENT-SNAPSHOT 1.55s LAST-SNAPSHOT 1.17s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s CURRENT-SNAPSHOT 0.01s LAST-SNAPSHOT 1.62s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.01s CURRENT-SNAPSHOT 0.01s LAST-SNAPSHOT 7.59s PHOENIX-1.1

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%' 1.8s CURRENT-SNAPSHOT 2.1s LAST-SNAPSHOT 1.58s PHOENIX-1.1

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%') 1.74s CURRENT-SNAPSHOT 1.99s LAST-SNAPSHOT 1.63s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 101.99s CURRENT-SNAPSHOT 101.22s LAST-SNAPSHOT 102.68s PHOENIX-1.1

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INDEXED_TEST_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

QUERIES

select count(*) from INDEXED_TEST_TABLE 1.54s CURRENT-SNAPSHOT 0.88s LAST-SNAPSHOT 1.99s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TEST_TABLE 1.47s CURRENT-SNAPSHOT 2.1s LAST-SNAPSHOT 1.89s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TEST_TABLE 1.42s CURRENT-SNAPSHOT 0.87s LAST-SNAPSHOT 1.87s PHOENIX-1.1

select /*+NO_INDEX*/ count(*) from INDEXED_TEST_TABLE 1.51s CURRENT-SNAPSHOT 1.31s LAST-SNAPSHOT 1.84s PHOENIX-1.1

select count(1) from INDEXED_TEST_TABLE group by HOST 1.54s CURRENT-SNAPSHOT 1.38s LAST-SNAPSHOT 1.91s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(1) from INDEXED_TEST_TABLE group by HOST 1.54s CURRENT-SNAPSHOT 2.27s LAST-SNAPSHOT 2s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(1) from INDEXED_TEST_TABLE group by HOST 1.53s CURRENT-SNAPSHOT 0.9s LAST-SNAPSHOT 1.91s PHOENIX-1.1

select /*+NO_INDEX*/ count(1) from INDEXED_TEST_TABLE group by HOST 1.52s CURRENT-SNAPSHOT 1.35s LAST-SNAPSHOT 1.97s PHOENIX-1.1

select MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.8s CURRENT-SNAPSHOT 1s LAST-SNAPSHOT 2.26s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.81s CURRENT-SNAPSHOT 2.52s LAST-SNAPSHOT 2.3s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.76s CURRENT-SNAPSHOT 0.95s LAST-SNAPSHOT 2.21s PHOENIX-1.1

select /*+NO_INDEX*/ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.83s CURRENT-SNAPSHOT 1.68s LAST-SNAPSHOT 2.23s PHOENIX-1.1

select core, count(1) from INDEXED_TEST_TABLE group by CORE 1.76s CURRENT-SNAPSHOT 2.4s LAST-SNAPSHOT 2.35s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.73s CURRENT-SNAPSHOT 2.44s LAST-SNAPSHOT 2.32s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.72s CURRENT-SNAPSHOT 0.9s LAST-SNAPSHOT 2.23s PHOENIX-1.1

select /*+NO_INDEX*/ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.71s CURRENT-SNAPSHOT 1.62s LAST-SNAPSHOT 2.24s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.73s CURRENT-SNAPSHOT 1.08s LAST-SNAPSHOT 3.7s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.76s CURRENT-SNAPSHOT 4.11s LAST-SNAPSHOT 3.7s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.84s CURRENT-SNAPSHOT 1.04s LAST-SNAPSHOT 3.71s PHOENIX-1.1

select /*+NO_INDEX*/ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.87s CURRENT-SNAPSHOT 2.69s LAST-SNAPSHOT 3.6s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.28s CURRENT-SNAPSHOT 3.38s LAST-SNAPSHOT 3.04s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.13s CURRENT-SNAPSHOT 4.11s LAST-SNAPSHOT 3.01s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.14s CURRENT-SNAPSHOT 1.03s LAST-SNAPSHOT 3.01s PHOENIX-1.1

select /*+NO_INDEX*/ AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.14s CURRENT-SNAPSHOT 3.33s LAST-SNAPSHOT 3.02s PHOENIX-1.1

select round(date, 'day',50), sum(core)+2 from INDEXED_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.08s CURRENT-SNAPSHOT 0.23s LAST-SNAPSHOT 1.6s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ round(date, 'day',50), sum(core)+2 from INDEXED_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.04s CURRENT-SNAPSHOT 0.01s LAST-SNAPSHOT 1.58s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ round(date, 'day',50), sum(core)+2 from INDEXED_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.09s CURRENT-SNAPSHOT 0.22s LAST-SNAPSHOT 1.57s PHOENIX-1.1

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TEST_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host 1.03s CURRENT-SNAPSHOT 1.11s LAST-SNAPSHOT 1.56s PHOENIX-1.1

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 1.38s CURRENT-SNAPSHOT 0.95s LAST-SNAPSHOT 2.72s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 1.35s CURRENT-SNAPSHOT 3.95s LAST-SNAPSHOT 2.67s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 1.36s CURRENT-SNAPSHOT 0.94s LAST-SNAPSHOT 2.68s PHOENIX-1.1

select /*+NO_INDEX*/ trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000) 1.37s CURRENT-SNAPSHOT 1.52s LAST-SNAPSHOT 2.68s PHOENIX-1.1

select count(active_visitor) count from INDEXED_TEST_TABLE 2.19s CURRENT-SNAPSHOT 0.85s LAST-SNAPSHOT 3.07s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(active_visitor) count from INDEXED_TEST_TABLE 2.09s CURRENT-SNAPSHOT 3.34s LAST-SNAPSHOT 3.05s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(active_visitor) count from INDEXED_TEST_TABLE 2.11s CURRENT-SNAPSHOT 0.83s LAST-SNAPSHOT 3.1s PHOENIX-1.1

select /*+NO_INDEX*/ count(active_visitor) count from INDEXED_TEST_TABLE 2.14s CURRENT-SNAPSHOT 2.26s LAST-SNAPSHOT 3.12s PHOENIX-1.1

select count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.47s CURRENT-SNAPSHOT 0.83s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.46s CURRENT-SNAPSHOT 3.34s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.44s CURRENT-SNAPSHOT 0.85s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.47s CURRENT-SNAPSHOT 2.63s LAST-SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 2.56s CURRENT-SNAPSHOT 1.07s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 2.48s CURRENT-SNAPSHOT 3.75s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 2.49s CURRENT-SNAPSHOT 0.99s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 2.46s CURRENT-SNAPSHOT 2.6s LAST-SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 2.48s CURRENT-SNAPSHOT 1.01s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 2.46s CURRENT-SNAPSHOT 3.72s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 2.44s CURRENT-SNAPSHOT 1s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 2.54s CURRENT-SNAPSHOT 2.61s LAST-SNAPSHOT N/A for PHOENIX-1.1

select count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 2.96s CURRENT-SNAPSHOT 0.9s LAST-SNAPSHOT 3.98s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 2.97s CURRENT-SNAPSHOT 3.6s LAST-SNAPSHOT 3.94s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3s CURRENT-SNAPSHOT 0.86s LAST-SNAPSHOT 3.89s PHOENIX-1.1

select /*+NO_INDEX*/ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3.04s CURRENT-SNAPSHOT 3.11s LAST-SNAPSHOT 3.92s PHOENIX-1.1

select count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 3.6s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 3.6s CURRENT-SNAPSHOT 3.59s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 3.62s CURRENT-SNAPSHOT 0.87s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 3.54s CURRENT-SNAPSHOT 3.71s LAST-SNAPSHOT N/A for PHOENIX-1.1

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 INDEXED_TEST_TABLE 3.62s CURRENT-SNAPSHOT 1.18s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ 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 INDEXED_TEST_TABLE 3.6s CURRENT-SNAPSHOT 4.45s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ 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 INDEXED_TEST_TABLE 3.59s CURRENT-SNAPSHOT 1.27s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ 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 INDEXED_TEST_TABLE 3.59s CURRENT-SNAPSHOT 3.77s LAST-SNAPSHOT N/A for PHOENIX-1.1

select core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.21s CURRENT-SNAPSHOT 3.67s LAST-SNAPSHOT 2.98s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.19s CURRENT-SNAPSHOT 3.66s LAST-SNAPSHOT 2.95s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.2s CURRENT-SNAPSHOT 0.93s LAST-SNAPSHOT 2.98s PHOENIX-1.1

select /*+NO_INDEX*/ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.22s CURRENT-SNAPSHOT 2.29s LAST-SNAPSHOT 2.96s PHOENIX-1.1

select core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.68s CURRENT-SNAPSHOT 3.66s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.72s CURRENT-SNAPSHOT 3.64s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.67s CURRENT-SNAPSHOT 0.92s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.68s CURRENT-SNAPSHOT 3.71s LAST-SNAPSHOT N/A for PHOENIX-1.1

select core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE 3.83s CURRENT-SNAPSHOT 4.08s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE 3.76s CURRENT-SNAPSHOT 4.08s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE 3.88s CURRENT-SNAPSHOT 1.93s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE 3.76s CURRENT-SNAPSHOT 3.89s LAST-SNAPSHOT N/A for PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.82s CURRENT-SNAPSHOT 0.09s LAST-SNAPSHOT 1s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.78s CURRENT-SNAPSHOT 0.12s LAST-SNAPSHOT 1.01s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.76s CURRENT-SNAPSHOT 0.07s LAST-SNAPSHOT 1.01s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.77s CURRENT-SNAPSHOT 0.82s LAST-SNAPSHOT 1.02s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.8s CURRENT-SNAPSHOT 0.14s LAST-SNAPSHOT 1.05s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.8s CURRENT-SNAPSHOT 0.14s LAST-SNAPSHOT 1.06s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.77s CURRENT-SNAPSHOT 0.12s LAST-SNAPSHOT 1.06s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.8s CURRENT-SNAPSHOT 0.92s LAST-SNAPSHOT 1.06s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 1s CURRENT-SNAPSHOT 0.18s LAST-SNAPSHOT 1.28s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.99s CURRENT-SNAPSHOT 1.4s LAST-SNAPSHOT 1.29s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.99s CURRENT-SNAPSHOT 0.19s LAST-SNAPSHOT 1.28s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 1.01s CURRENT-SNAPSHOT 1.06s LAST-SNAPSHOT 1.28s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.56s CURRENT-SNAPSHOT 0.57s LAST-SNAPSHOT 2.01s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.54s CURRENT-SNAPSHOT 3.75s LAST-SNAPSHOT 1.99s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.54s CURRENT-SNAPSHOT 0.59s LAST-SNAPSHOT 2.02s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.53s CURRENT-SNAPSHOT 1.64s LAST-SNAPSHOT 2.01s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.57s CURRENT-SNAPSHOT 1.14s LAST-SNAPSHOT 3.31s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.59s CURRENT-SNAPSHOT 3.98s LAST-SNAPSHOT 3.3s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.57s CURRENT-SNAPSHOT 1.15s LAST-SNAPSHOT 3.32s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.59s CURRENT-SNAPSHOT 2.72s LAST-SNAPSHOT 3.31s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.85s CURRENT-SNAPSHOT 0.18s LAST-SNAPSHOT 2.14s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.85s CURRENT-SNAPSHOT 1.4s LAST-SNAPSHOT 2.13s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.85s CURRENT-SNAPSHOT 0.18s LAST-SNAPSHOT 2.14s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.84s CURRENT-SNAPSHOT 0.87s LAST-SNAPSHOT 2.13s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.87s CURRENT-SNAPSHOT 0.6s LAST-SNAPSHOT 2.58s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.89s CURRENT-SNAPSHOT 3.87s LAST-SNAPSHOT 2.58s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.87s CURRENT-SNAPSHOT 0.54s LAST-SNAPSHOT 2.56s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.87s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT 2.6s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.89s CURRENT-SNAPSHOT 1.16s LAST-SNAPSHOT 3.59s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.88s CURRENT-SNAPSHOT 3.92s LAST-SNAPSHOT 3.59s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.9s CURRENT-SNAPSHOT 1.12s LAST-SNAPSHOT 3.6s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.89s CURRENT-SNAPSHOT 0.93s LAST-SNAPSHOT 3.6s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core > 90 0.86s CURRENT-SNAPSHOT 0.2s LAST-SNAPSHOT 1.17s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.86s CURRENT-SNAPSHOT 0.79s LAST-SNAPSHOT 1.17s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.87s CURRENT-SNAPSHOT 0.18s LAST-SNAPSHOT 1.19s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 90 0.88s CURRENT-SNAPSHOT 0.9s LAST-SNAPSHOT 1.17s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core > 50 1.23s CURRENT-SNAPSHOT 0.61s LAST-SNAPSHOT 1.65s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 50 1.23s CURRENT-SNAPSHOT 2.33s LAST-SNAPSHOT 1.64s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 50 1.2s CURRENT-SNAPSHOT 0.61s LAST-SNAPSHOT 1.65s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 50 1.23s CURRENT-SNAPSHOT 1.31s LAST-SNAPSHOT 1.65s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core > 0 1.63s CURRENT-SNAPSHOT 1.09s LAST-SNAPSHOT 2.13s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 0 1.65s CURRENT-SNAPSHOT 2.32s LAST-SNAPSHOT 2.13s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 0 1.65s CURRENT-SNAPSHOT 1.09s LAST-SNAPSHOT 2.14s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 0 1.68s CURRENT-SNAPSHOT 1.76s LAST-SNAPSHOT 2.14s PHOENIX-1.1

select db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 1.49s CURRENT-SNAPSHOT 0.1s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 1.47s CURRENT-SNAPSHOT 0.07s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 1.47s CURRENT-SNAPSHOT 0.09s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 1.47s CURRENT-SNAPSHOT 1.57s LAST-SNAPSHOT N/A for PHOENIX-1.1

select db from INDEXED_TEST_TABLE order by db limit 100 2.34s CURRENT-SNAPSHOT 0.05s LAST-SNAPSHOT 0.07s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ db from INDEXED_TEST_TABLE order by db limit 100 2.32s CURRENT-SNAPSHOT 0.05s LAST-SNAPSHOT 0.07s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ db from INDEXED_TEST_TABLE order by db limit 100 2.3s CURRENT-SNAPSHOT 1.08s LAST-SNAPSHOT 0.07s PHOENIX-1.1

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE order by db limit 100 2.3s CURRENT-SNAPSHOT 2.47s LAST-SNAPSHOT 0.07s PHOENIX-1.1

select INDEX test_index_after_data on INDEXED_TEST_TABLE (CORE,DB,ACTIVE_VISITOR) N/A for CURRENT-SNAPSHOT N/A for LAST-SNAPSHOT N/A for PHOENIX-1.1

LOAD DATA [4000000 ROWS] 163.82s CURRENT-SNAPSHOT 865.14s LAST-SNAPSHOT 176.67s PHOENIX-1.1

---

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')

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

QUERIES

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D') 3.25s CURRENT-SNAPSHOT 3.32s LAST-SNAPSHOT 3.08s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.2s CURRENT-SNAPSHOT 3.36s LAST-SNAPSHOT 3.02s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000 1.72s CURRENT-SNAPSHOT 1.75s LAST-SNAPSHOT 4.73s PHOENIX-1.1

select a,b,c,d,e,f,g,h,i,j,k,l,m,n from CF_TABLE_14CF where (B>1000 and B<2000) and (M>1000 and M<2000) 2.39s CURRENT-SNAPSHOT 2.34s LAST-SNAPSHOT 120.67s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.06s CURRENT-SNAPSHOT 10.84s LAST-SNAPSHOT 10.46s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 206s CURRENT-SNAPSHOT 202.31s LAST-SNAPSHOT 189.59s PHOENIX-1.1

---

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

QUERIES

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 2.13s CURRENT-SNAPSHOT 1.76s LAST-SNAPSHOT 5.23s PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000 0.87s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT 7.16s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1 3.94s CURRENT-SNAPSHOT 4.05s LAST-SNAPSHOT 10.56s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 128.09s CURRENT-SNAPSHOT 126.78s LAST-SNAPSHOT 180.55s PHOENIX-1.1

---

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')

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

QUERIES

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 3.84s CURRENT-SNAPSHOT 5.61s LAST-SNAPSHOT 3.93s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 3.85s CURRENT-SNAPSHOT 5.63s LAST-SNAPSHOT 3.91s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000 5.24s CURRENT-SNAPSHOT 5.56s LAST-SNAPSHOT 5.08s PHOENIX-1.1

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 6.36s CURRENT-SNAPSHOT 6.51s LAST-SNAPSHOT 23.33s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 11.72s CURRENT-SNAPSHOT 12.21s LAST-SNAPSHOT 11.14s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 177.7s CURRENT-SNAPSHOT 174.67s LAST-SNAPSHOT 158.71s PHOENIX-1.1

---

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