Phoenix Performance Result :: Tue Aug 20 03:12:03 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 CURRENT-SNAPSHOT 1.23s PHOENIX-1.1 1.11s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s CURRENT-SNAPSHOT 1.73s PHOENIX-1.1 0.01s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%' 0.01s CURRENT-SNAPSHOT 7.81s PHOENIX-1.1 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%' 1.84s CURRENT-SNAPSHOT 1.63s PHOENIX-1.1 1.68s 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%') 1.8s CURRENT-SNAPSHOT 1.63s PHOENIX-1.1 1.66s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 101.52s CURRENT-SNAPSHOT 96.49s PHOENIX-1.1 121.52s 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 0.85s CURRENT-SNAPSHOT 2.07s PHOENIX-1.1 2.6s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TEST_TABLE 4.66s CURRENT-SNAPSHOT 2.02s PHOENIX-1.1 2.63s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TEST_TABLE 0.83s CURRENT-SNAPSHOT 2.04s PHOENIX-1.1 2.61s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TEST_TABLE 1.37s CURRENT-SNAPSHOT 2.03s PHOENIX-1.1 2.56s PHOENIX-1.2.0

select count(1) from INDEXED_TEST_TABLE group by HOST 1.45s CURRENT-SNAPSHOT 2.15s PHOENIX-1.1 2.72s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(1) from INDEXED_TEST_TABLE group by HOST 5.34s CURRENT-SNAPSHOT 2.17s PHOENIX-1.1 2.69s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(1) from INDEXED_TEST_TABLE group by HOST 0.94s CURRENT-SNAPSHOT 2.11s PHOENIX-1.1 2.75s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(1) from INDEXED_TEST_TABLE group by HOST 1.42s CURRENT-SNAPSHOT 2.17s PHOENIX-1.1 2.71s PHOENIX-1.2.0

select MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 0.95s CURRENT-SNAPSHOT 2.41s PHOENIX-1.1 3.38s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 5.63s CURRENT-SNAPSHOT 2.38s PHOENIX-1.1 2.33s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 0.96s CURRENT-SNAPSHOT 2.39s PHOENIX-1.1 2.29s PHOENIX-1.2.0

select /*+NO_INDEX*/ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.63s CURRENT-SNAPSHOT 2.4s PHOENIX-1.1 2.3s PHOENIX-1.2.0

select core, count(1) from INDEXED_TEST_TABLE group by CORE 5.36s CURRENT-SNAPSHOT 2.47s PHOENIX-1.1 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 5.35s CURRENT-SNAPSHOT 2.44s PHOENIX-1.1 2.24s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 0.93s CURRENT-SNAPSHOT 2.46s PHOENIX-1.1 2.27s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.6s CURRENT-SNAPSHOT 2.48s PHOENIX-1.1 2.23s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 1.06s CURRENT-SNAPSHOT 4.01s PHOENIX-1.1 3.66s 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 3.64s CURRENT-SNAPSHOT 3.94s PHOENIX-1.1 3.62s 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 1.03s CURRENT-SNAPSHOT 3.9s PHOENIX-1.1 3.65s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.68s CURRENT-SNAPSHOT 3.92s PHOENIX-1.1 3.62s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.58s CURRENT-SNAPSHOT 3.05s PHOENIX-1.1 3.11s 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' 3.46s CURRENT-SNAPSHOT 3.04s PHOENIX-1.1 3.13s 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 CURRENT-SNAPSHOT 3.05s PHOENIX-1.1 3.16s 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' 3.51s CURRENT-SNAPSHOT 3.03s PHOENIX-1.1 3.12s 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 0.25s CURRENT-SNAPSHOT 1.69s PHOENIX-1.1 1.54s 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 CURRENT-SNAPSHOT 1.71s PHOENIX-1.1 1.54s 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 CURRENT-SNAPSHOT 1.73s PHOENIX-1.1 1.52s 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 1.09s CURRENT-SNAPSHOT 1.68s PHOENIX-1.1 1.54s 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) 0.99s CURRENT-SNAPSHOT 3s PHOENIX-1.1 2.19s 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) 3.43s CURRENT-SNAPSHOT 2.93s PHOENIX-1.1 2.16s 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) 0.97s CURRENT-SNAPSHOT 2.88s PHOENIX-1.1 2.16s 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) 1.41s CURRENT-SNAPSHOT 2.91s PHOENIX-1.1 2.16s PHOENIX-1.2.0

select count(active_visitor) count from INDEXED_TEST_TABLE 0.84s CURRENT-SNAPSHOT 3.31s PHOENIX-1.1 3.08s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(active_visitor) count from INDEXED_TEST_TABLE 3.06s CURRENT-SNAPSHOT 3.23s PHOENIX-1.1 3.09s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(active_visitor) count from INDEXED_TEST_TABLE 0.85s CURRENT-SNAPSHOT 3.26s PHOENIX-1.1 3.08s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(active_visitor) count from INDEXED_TEST_TABLE 2.31s CURRENT-SNAPSHOT 3.09s PHOENIX-1.1 3.08s PHOENIX-1.2.0

select count(distinct active_visitor) count from INDEXED_TEST_TABLE 0.84s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.02s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 0.84s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.69s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 1.16s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.41s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 1.08s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 2.69s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 1.05s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.44s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 1.02s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 2.66s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.92s CURRENT-SNAPSHOT 4.2s PHOENIX-1.1 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 3.15s CURRENT-SNAPSHOT 4.18s PHOENIX-1.1 4.27s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.9s CURRENT-SNAPSHOT 4.2s PHOENIX-1.1 4.3s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3.14s CURRENT-SNAPSHOT 4.25s PHOENIX-1.1 4.28s PHOENIX-1.2.0

select count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 0.86s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.13s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 0.87s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 1.24s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 4.09s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 1.19s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.78s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select core, count(db) count from INDEXED_TEST_TABLE group by CORE 3.24s CURRENT-SNAPSHOT 3.16s PHOENIX-1.1 3.21s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 3.2s CURRENT-SNAPSHOT 3.15s PHOENIX-1.1 3.28s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 0.9s CURRENT-SNAPSHOT 3.14s PHOENIX-1.1 3.23s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.34s CURRENT-SNAPSHOT 3.15s PHOENIX-1.1 2.99s PHOENIX-1.2.0

select core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.13s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.19s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 0.92s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.68s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.54s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.59s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 1.93s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 3.8s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.09s CURRENT-SNAPSHOT 1.11s PHOENIX-1.1 1.02s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.12s CURRENT-SNAPSHOT 1.08s PHOENIX-1.1 1.01s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.07s CURRENT-SNAPSHOT 1.08s PHOENIX-1.1 1s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.81s CURRENT-SNAPSHOT 1.09s PHOENIX-1.1 1s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.14s CURRENT-SNAPSHOT 1.12s PHOENIX-1.1 1.04s 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) 0.22s CURRENT-SNAPSHOT 1.12s PHOENIX-1.1 1.04s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.13s CURRENT-SNAPSHOT 1.13s PHOENIX-1.1 1.05s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.83s CURRENT-SNAPSHOT 1.12s PHOENIX-1.1 1.05s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.19s CURRENT-SNAPSHOT 1.41s PHOENIX-1.1 1.34s 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 1.17s CURRENT-SNAPSHOT 1.4s PHOENIX-1.1 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 0.18s CURRENT-SNAPSHOT 1.4s PHOENIX-1.1 1.34s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 1.04s CURRENT-SNAPSHOT 1.4s PHOENIX-1.1 1.34s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.56s CURRENT-SNAPSHOT 2.18s PHOENIX-1.1 2.09s 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 3.14s CURRENT-SNAPSHOT 2.14s PHOENIX-1.1 2.08s 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 0.56s CURRENT-SNAPSHOT 2.19s PHOENIX-1.1 2.08s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.59s CURRENT-SNAPSHOT 2.18s PHOENIX-1.1 2.07s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 1.16s CURRENT-SNAPSHOT 3.6s PHOENIX-1.1 3.46s 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 3.39s CURRENT-SNAPSHOT 3.56s PHOENIX-1.1 3.45s 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 1.11s CURRENT-SNAPSHOT 3.55s PHOENIX-1.1 3.45s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.68s CURRENT-SNAPSHOT 3.54s PHOENIX-1.1 3.44s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.15s CURRENT-SNAPSHOT 2.32s PHOENIX-1.1 1.12s 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 1.19s CURRENT-SNAPSHOT 2.29s PHOENIX-1.1 1.12s 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 0.17s CURRENT-SNAPSHOT 2.28s PHOENIX-1.1 1.12s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.88s CURRENT-SNAPSHOT 2.29s PHOENIX-1.1 1.12s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.56s CURRENT-SNAPSHOT 2.78s PHOENIX-1.1 1.17s 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 3.18s CURRENT-SNAPSHOT 2.77s PHOENIX-1.1 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 0.56s CURRENT-SNAPSHOT 2.76s PHOENIX-1.1 1.18s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.9s CURRENT-SNAPSHOT 2.78s PHOENIX-1.1 1.21s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 1.18s CURRENT-SNAPSHOT 3.87s PHOENIX-1.1 1.26s 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 3.4s CURRENT-SNAPSHOT 3.91s PHOENIX-1.1 1.26s 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 1.14s CURRENT-SNAPSHOT 3.9s PHOENIX-1.1 1.25s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.98s CURRENT-SNAPSHOT 3.91s PHOENIX-1.1 1.25s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 90 0.21s CURRENT-SNAPSHOT 1.22s PHOENIX-1.1 1.2s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.88s CURRENT-SNAPSHOT 1.22s PHOENIX-1.1 1.19s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.18s CURRENT-SNAPSHOT 1.22s PHOENIX-1.1 1.19s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 90 0.92s CURRENT-SNAPSHOT 1.23s PHOENIX-1.1 1.2s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 50 0.63s CURRENT-SNAPSHOT 1.73s PHOENIX-1.1 1.7s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 50 4.72s CURRENT-SNAPSHOT 1.74s PHOENIX-1.1 1.69s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 50 0.59s CURRENT-SNAPSHOT 1.72s PHOENIX-1.1 1.69s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 50 1.28s CURRENT-SNAPSHOT 1.74s PHOENIX-1.1 1.68s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 0 1.07s CURRENT-SNAPSHOT 2.32s PHOENIX-1.1 2.24s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 0 5.12s CURRENT-SNAPSHOT 2.32s PHOENIX-1.1 2.23s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 0 1.07s CURRENT-SNAPSHOT 2.3s PHOENIX-1.1 2.22s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 0 1.72s CURRENT-SNAPSHOT 2.29s PHOENIX-1.1 2.24s PHOENIX-1.2.0

select db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 0.09s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 0.09s CURRENT-SNAPSHOT N/A for PHOENIX-1.1 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 CURRENT-SNAPSHOT N/A for PHOENIX-1.1 N/A for PHOENIX-1.2.0

select db from INDEXED_TEST_TABLE order by db limit 100 0.02s CURRENT-SNAPSHOT 0.08s PHOENIX-1.1 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 CURRENT-SNAPSHOT 0.08s PHOENIX-1.1 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 1.11s CURRENT-SNAPSHOT 0.08s PHOENIX-1.1 N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE order by db limit 100 2.4s CURRENT-SNAPSHOT 0.08s PHOENIX-1.1 N/A for PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 901.91s CURRENT-SNAPSHOT 175.78s PHOENIX-1.1 204.99s PHOENIX-1.2.0

---

CF_TABLE_14CF
Data is split in 14 column families. Phoenix 1.2+ uses Essential Column Family filter feature which fetches only required columns when filtering rows.

ROWS 4000000 [4M]

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

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

QUERIES

select count(1) from CF_TABLE_14CF where K1 in ('A', 'B', 'C', 'D') 3.33s CURRENT-SNAPSHOT 3.47s PHOENIX-1.1 3.09s PHOENIX-1.2.0

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.26s CURRENT-SNAPSHOT 3.11s PHOENIX-1.1 3.1s PHOENIX-1.2.0

select count(*) from CF_TABLE_14CF where N < 1000 1.78s CURRENT-SNAPSHOT 5.07s PHOENIX-1.1 1.6s 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) 2.31s CURRENT-SNAPSHOT 126.2s PHOENIX-1.1 2.28s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.58s CURRENT-SNAPSHOT 10.23s PHOENIX-1.1 10.31s PHOENIX-1.2.0

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF 156.1s CURRENT-SNAPSHOT 2335.15s PHOENIX-1.1 0.24s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 202.35s CURRENT-SNAPSHOT 184.68s PHOENIX-1.1 243.29s 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') 1.8s CURRENT-SNAPSHOT 7.49s PHOENIX-1.1 1.71s PHOENIX-1.2.0

select count(*) from SALTED_TABLE where D < 1000 0.89s CURRENT-SNAPSHOT 7.44s PHOENIX-1.1 0.85s PHOENIX-1.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1 4.03s CURRENT-SNAPSHOT 11.11s PHOENIX-1.1 3.91s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 133.56s CURRENT-SNAPSHOT 177.36s PHOENIX-1.1 139.79s PHOENIX-1.2.0

---

CF_TABLE_1CF
Same data as in 14 column family table but this one only has a single column family. Performance should be worse in most cases.

ROWS 4000000 [4M]

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

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

QUERIES

select count(1) from CF_TABLE_1CF where K1 in ('A', 'B', 'C', 'D') 4.42s CURRENT-SNAPSHOT 4.08s PHOENIX-1.1 3.78s PHOENIX-1.2.0

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 4.24s CURRENT-SNAPSHOT 4.1s PHOENIX-1.1 3.77s PHOENIX-1.2.0

select count(*) from CF_TABLE_1CF where N < 1000 5.54s CURRENT-SNAPSHOT 5.38s PHOENIX-1.1 5.25s 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 6.43s CURRENT-SNAPSHOT 23.92s PHOENIX-1.1 6.14s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 12.31s CURRENT-SNAPSHOT 11.55s PHOENIX-1.1 11.82s PHOENIX-1.2.0

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF 105.82s CURRENT-SNAPSHOT 1964.67s PHOENIX-1.1 0.22s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 175.62s CURRENT-SNAPSHOT 155.01s PHOENIX-1.1 209.9s PHOENIX-1.2.0

---

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