Phoenix Performance Result :: Thu Aug 15 20:22:46 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') 1.32s LAST-SNAPSHOT 1.11s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s LAST-SNAPSHOT 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 LAST-SNAPSHOT 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%' 1.82s LAST-SNAPSHOT 1.75s 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%') 1.83s LAST-SNAPSHOT 1.73s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 104.32s LAST-SNAPSHOT 125.15s PHOENIX-1.2.0

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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 0.93s LAST-SNAPSHOT 3.64s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TEST_TABLE 3.93s LAST-SNAPSHOT 3.44s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TEST_TABLE 0.84s LAST-SNAPSHOT 3.4s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TEST_TABLE 1.36s LAST-SNAPSHOT 3.37s PHOENIX-1.2.0

select count(1) from INDEXED_TEST_TABLE group by HOST 1.39s LAST-SNAPSHOT 3.61s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(1) from INDEXED_TEST_TABLE group by HOST 4.23s LAST-SNAPSHOT 3.62s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(1) from INDEXED_TEST_TABLE group by HOST 0.92s LAST-SNAPSHOT 1.99s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(1) from INDEXED_TEST_TABLE group by HOST 1.35s LAST-SNAPSHOT 1.89s PHOENIX-1.2.0

select MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 0.99s LAST-SNAPSHOT 2.21s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 4.64s LAST-SNAPSHOT 2.22s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 0.96s LAST-SNAPSHOT 2.27s PHOENIX-1.2.0

select /*+NO_INDEX*/ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.68s LAST-SNAPSHOT 2.27s PHOENIX-1.2.0

select core, count(1) from INDEXED_TEST_TABLE group by CORE 4.31s LAST-SNAPSHOT 2.24s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 4.27s LAST-SNAPSHOT 2.27s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 0.91s LAST-SNAPSHOT 2.23s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.63s LAST-SNAPSHOT 2.23s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 1.03s LAST-SNAPSHOT 3.61s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.38s LAST-SNAPSHOT 3.59s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 1.06s LAST-SNAPSHOT 3.61s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.66s LAST-SNAPSHOT 3.68s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.31s LAST-SNAPSHOT 3.26s PHOENIX-1.2.0

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' 2.26s LAST-SNAPSHOT 3.25s PHOENIX-1.2.0

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' 0.98s LAST-SNAPSHOT 3.24s PHOENIX-1.2.0

select /*+NO_INDEX*/ AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.29s LAST-SNAPSHOT 3.26s PHOENIX-1.2.0

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 0.27s LAST-SNAPSHOT 1.48s PHOENIX-1.2.0

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 0.01s LAST-SNAPSHOT 1.52s PHOENIX-1.2.0

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 0.23s LAST-SNAPSHOT 1.48s PHOENIX-1.2.0

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 1.07s LAST-SNAPSHOT 1.51s PHOENIX-1.2.0

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) 0.97s LAST-SNAPSHOT 2.12s PHOENIX-1.2.0

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) 2.2s LAST-SNAPSHOT 2.09s PHOENIX-1.2.0

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) 0.91s LAST-SNAPSHOT 2.1s PHOENIX-1.2.0

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) 1.4s LAST-SNAPSHOT 2.11s PHOENIX-1.2.0

select count(active_visitor) count from INDEXED_TEST_TABLE 0.9s LAST-SNAPSHOT 3.16s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(active_visitor) count from INDEXED_TEST_TABLE 3.23s LAST-SNAPSHOT 3.11s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(active_visitor) count from INDEXED_TEST_TABLE 0.86s LAST-SNAPSHOT 3.15s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(active_visitor) count from INDEXED_TEST_TABLE 2.21s LAST-SNAPSHOT 3.24s PHOENIX-1.2.0

select count(distinct active_visitor) count from INDEXED_TEST_TABLE 0.86s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(distinct active_visitor) count from INDEXED_TEST_TABLE 3.2s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(distinct active_visitor) count from INDEXED_TEST_TABLE 0.83s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.65s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 1.14s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 3.73s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 1.04s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 2.61s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 1.06s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 3.71s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 1.05s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 2.62s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.87s LAST-SNAPSHOT 4.27s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 2.05s LAST-SNAPSHOT 4.23s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.88s LAST-SNAPSHOT 4.28s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3.06s LAST-SNAPSHOT 4.27s PHOENIX-1.2.0

select count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 0.87s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 2.04s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 0.86s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 3.85s LAST-SNAPSHOT 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 INDEXED_TEST_TABLE 1.2s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

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 2.75s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

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 1.3s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

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 3.77s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.05s LAST-SNAPSHOT 3.17s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.09s LAST-SNAPSHOT 3.01s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 0.91s LAST-SNAPSHOT 2.98s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.22s LAST-SNAPSHOT 2.98s PHOENIX-1.2.0

select core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 2.1s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 2.06s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 0.94s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.64s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE 2.48s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

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 2.37s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

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 1.91s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ core, percentile_cont(0.9999) within group (order by db asc) from INDEXED_TEST_TABLE group by CORE 3.61s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.11s LAST-SNAPSHOT 1.05s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.11s LAST-SNAPSHOT 1.04s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.08s LAST-SNAPSHOT 1.04s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.79s LAST-SNAPSHOT 1.04s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.15s LAST-SNAPSHOT 1.08s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.19s LAST-SNAPSHOT 1.07s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.15s LAST-SNAPSHOT 1.08s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.83s LAST-SNAPSHOT 1.08s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.18s LAST-SNAPSHOT 1.32s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.54s LAST-SNAPSHOT 1.32s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.17s LAST-SNAPSHOT 1.32s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 1.03s LAST-SNAPSHOT 1.32s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.56s LAST-SNAPSHOT 2.07s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.63s LAST-SNAPSHOT 2.06s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.55s LAST-SNAPSHOT 2.08s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.58s LAST-SNAPSHOT 2.06s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 1.17s LAST-SNAPSHOT 3.44s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.24s LAST-SNAPSHOT 3.4s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 1.13s LAST-SNAPSHOT 3.43s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.58s LAST-SNAPSHOT 3.41s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.17s LAST-SNAPSHOT 1.11s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.55s LAST-SNAPSHOT 1.1s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.14s LAST-SNAPSHOT 1.1s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.86s LAST-SNAPSHOT 1.11s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.56s LAST-SNAPSHOT 1.16s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.74s LAST-SNAPSHOT 1.17s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.53s LAST-SNAPSHOT 1.17s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.93s LAST-SNAPSHOT 1.17s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 1.11s LAST-SNAPSHOT 1.21s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 2.27s LAST-SNAPSHOT 1.21s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 1.17s LAST-SNAPSHOT 1.22s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.91s LAST-SNAPSHOT 1.22s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 90 0.21s LAST-SNAPSHOT 1.15s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.77s LAST-SNAPSHOT 1.15s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.17s LAST-SNAPSHOT 1.16s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 90 0.9s LAST-SNAPSHOT 1.16s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 50 0.57s LAST-SNAPSHOT 1.69s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 50 4.12s LAST-SNAPSHOT 1.68s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 50 0.55s LAST-SNAPSHOT 1.7s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 50 1.27s LAST-SNAPSHOT 1.69s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 0 1.05s LAST-SNAPSHOT 2.27s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 0 4.18s LAST-SNAPSHOT 2.26s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 0 1.01s LAST-SNAPSHOT 2.27s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 0 1.68s LAST-SNAPSHOT 2.27s PHOENIX-1.2.0

select db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 0.1s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 0.08s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 0.11s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 1.55s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select db from INDEXED_TEST_TABLE order by db limit 100 0.02s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ db from INDEXED_TEST_TABLE order by db limit 100 0.01s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ db from INDEXED_TEST_TABLE order by db limit 100 1.02s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE order by db limit 100 2.35s LAST-SNAPSHOT N/A for PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 897.76s LAST-SNAPSHOT 207.82s 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')

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') 3.36s LAST-SNAPSHOT 3.18s PHOENIX-1.2.0

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.32s LAST-SNAPSHOT 3.17s PHOENIX-1.2.0

select count(*) from CF_TABLE_14CF where N < 1000 1.75s LAST-SNAPSHOT 1.63s 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) 2.38s LAST-SNAPSHOT 2.26s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.42s LAST-SNAPSHOT 10.36s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 206.79s LAST-SNAPSHOT 252.75s 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

QUERIES

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D') 1.68s LAST-SNAPSHOT 1.76s PHOENIX-1.2.0

select count(*) from SALTED_TABLE where D < 1000 0.91s LAST-SNAPSHOT 0.84s PHOENIX-1.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1 4.06s LAST-SNAPSHOT 3.87s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 131.44s LAST-SNAPSHOT 144.87s 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')

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') 4.38s LAST-SNAPSHOT 3.98s PHOENIX-1.2.0

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 4.23s LAST-SNAPSHOT 3.97s PHOENIX-1.2.0

select count(*) from CF_TABLE_1CF where N < 1000 5.38s LAST-SNAPSHOT 5.2s 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 6.31s LAST-SNAPSHOT 6.16s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 11.82s LAST-SNAPSHOT 11.64s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 176.48s LAST-SNAPSHOT 217.64s PHOENIX-1.2.0

---

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