Phoenix Performance Result :: Wed Aug 21 16:12:11 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') 1.31s LAST-SNAPSHOT 1.17s PHOENIX-1.1 1.14s PHOENIX-1.2.0

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0.01s LAST-SNAPSHOT 1.69s 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 LAST-SNAPSHOT 7.63s 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%' 1.85s LAST-SNAPSHOT 1.61s PHOENIX-1.1 1.72s 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%') 1.88s LAST-SNAPSHOT 1.73s PHOENIX-1.1 1.71s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 103.64s LAST-SNAPSHOT 95.82s PHOENIX-1.1 116.36s 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 0.95s LAST-SNAPSHOT 2.13s PHOENIX-1.1 1.87s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TEST_TABLE 3.45s LAST-SNAPSHOT 1.92s PHOENIX-1.1 1.83s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TEST_TABLE 0.88s LAST-SNAPSHOT 1.88s PHOENIX-1.1 1.84s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(*) from INDEXED_TEST_TABLE 1.36s LAST-SNAPSHOT 1.94s PHOENIX-1.1 1.82s PHOENIX-1.2.0

select count(1) from INDEXED_TEST_TABLE group by HOST 1.49s LAST-SNAPSHOT 2.01s PHOENIX-1.1 1.97s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(1) from INDEXED_TEST_TABLE group by HOST 3.82s LAST-SNAPSHOT 2s PHOENIX-1.1 1.93s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(1) from INDEXED_TEST_TABLE group by HOST 0.96s LAST-SNAPSHOT 2.07s PHOENIX-1.1 1.92s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(1) from INDEXED_TEST_TABLE group by HOST 1.44s LAST-SNAPSHOT 2.05s PHOENIX-1.1 1.93s PHOENIX-1.2.0

select MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.03s LAST-SNAPSHOT 2.37s PHOENIX-1.1 2.42s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 4.33s LAST-SNAPSHOT 2.35s 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 1s LAST-SNAPSHOT 2.32s PHOENIX-1.1 2.33s PHOENIX-1.2.0

select /*+NO_INDEX*/ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.81s LAST-SNAPSHOT 2.34s PHOENIX-1.1 2.37s PHOENIX-1.2.0

select core, count(1) from INDEXED_TEST_TABLE group by CORE 3.9s LAST-SNAPSHOT 2.37s 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 3.87s LAST-SNAPSHOT 2.32s PHOENIX-1.1 2.29s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 0.95s LAST-SNAPSHOT 2.36s PHOENIX-1.1 2.12s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.72s LAST-SNAPSHOT 2.29s PHOENIX-1.1 2.1s PHOENIX-1.2.0

select core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 1.08s LAST-SNAPSHOT 3.74s PHOENIX-1.1 3.46s 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 3.77s LAST-SNAPSHOT 3.68s PHOENIX-1.1 3.43s 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 3.8s PHOENIX-1.1 3.46s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.78s LAST-SNAPSHOT 3.75s PHOENIX-1.1 3.42s PHOENIX-1.2.0

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.52s LAST-SNAPSHOT 3.21s PHOENIX-1.1 3.23s 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' 3.71s LAST-SNAPSHOT 3.22s PHOENIX-1.1 3.23s 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' 0.94s LAST-SNAPSHOT 3.22s PHOENIX-1.1 3.25s 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' 3.53s LAST-SNAPSHOT 3.22s PHOENIX-1.1 3.23s 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 0.23s LAST-SNAPSHOT 1.7s PHOENIX-1.1 1.44s 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 1.65s PHOENIX-1.1 1.43s 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 0.22s LAST-SNAPSHOT 1.66s PHOENIX-1.1 1.43s 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 1.13s LAST-SNAPSHOT 1.68s PHOENIX-1.1 1.42s 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) 0.98s LAST-SNAPSHOT 2.83s PHOENIX-1.1 2.16s 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) 3.8s LAST-SNAPSHOT 2.86s PHOENIX-1.1 2.13s 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) 0.95s LAST-SNAPSHOT 2.76s PHOENIX-1.1 2.15s 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) 1.47s LAST-SNAPSHOT 2.8s PHOENIX-1.1 2.14s PHOENIX-1.2.0

select count(active_visitor) count from INDEXED_TEST_TABLE 0.84s LAST-SNAPSHOT 3.1s PHOENIX-1.1 3s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(active_visitor) count from INDEXED_TEST_TABLE 3.03s LAST-SNAPSHOT 3.12s PHOENIX-1.1 2.93s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(active_visitor) count from INDEXED_TEST_TABLE 0.82s LAST-SNAPSHOT 3.13s PHOENIX-1.1 2.92s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(active_visitor) count from INDEXED_TEST_TABLE 2.28s LAST-SNAPSHOT 2.88s PHOENIX-1.1 2.96s PHOENIX-1.2.0

select count(distinct active_visitor) count from INDEXED_TEST_TABLE 0.84s LAST-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 3.04s LAST-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 0.82s LAST-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 2.7s LAST-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 1.02s LAST-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 3.43s LAST-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 1.01s LAST-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 2.66s LAST-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 1.02s LAST-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 LAST-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 1.03s LAST-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 2.71s LAST-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 0.86s LAST-SNAPSHOT 3.92s PHOENIX-1.1 4.05s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3.18s LAST-SNAPSHOT 3.92s PHOENIX-1.1 4.05s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.86s LAST-SNAPSHOT 3.92s PHOENIX-1.1 4.06s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3.2s LAST-SNAPSHOT 3.91s PHOENIX-1.1 4.07s PHOENIX-1.2.0

select count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 0.86s LAST-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 3.21s LAST-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 0.84s LAST-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 3.82s LAST-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 1.21s LAST-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 4.15s LAST-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 1.22s LAST-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 3.98s LAST-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 3.29s LAST-SNAPSHOT 2.98s PHOENIX-1.1 3.02s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 3.25s LAST-SNAPSHOT 2.99s PHOENIX-1.1 3.04s 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 3.03s PHOENIX-1.1 3.01s PHOENIX-1.2.0

select /*+NO_INDEX*/ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.45s LAST-SNAPSHOT 2.96s PHOENIX-1.1 3s PHOENIX-1.2.0

select core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 3.18s LAST-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 3.26s LAST-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 0.86s LAST-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 3.86s LAST-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 3.74s LAST-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 3.71s LAST-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 1.83s LAST-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 3.91s LAST-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) 0.08s LAST-SNAPSHOT 1.1s PHOENIX-1.1 1.09s 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 1.1s PHOENIX-1.1 1.07s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.07s LAST-SNAPSHOT 1.1s PHOENIX-1.1 1.07s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.83s LAST-SNAPSHOT 1.1s PHOENIX-1.1 1.07s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.13s LAST-SNAPSHOT 1.14s PHOENIX-1.1 1.11s 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 1.15s PHOENIX-1.1 1.11s 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 LAST-SNAPSHOT 1.13s PHOENIX-1.1 1.12s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.86s LAST-SNAPSHOT 1.14s PHOENIX-1.1 1.11s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.18s LAST-SNAPSHOT 1.38s PHOENIX-1.1 1.4s 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 1.26s LAST-SNAPSHOT 1.38s PHOENIX-1.1 1.39s 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 1.39s PHOENIX-1.1 1.41s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 1.07s LAST-SNAPSHOT 1.38s PHOENIX-1.1 1.42s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.55s LAST-SNAPSHOT 2.1s PHOENIX-1.1 2.11s 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 3.27s LAST-SNAPSHOT 2.08s PHOENIX-1.1 2.11s 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 2.09s PHOENIX-1.1 2.13s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.66s LAST-SNAPSHOT 2.08s PHOENIX-1.1 2.12s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 1.12s LAST-SNAPSHOT 3.35s 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 3.56s LAST-SNAPSHOT 3.35s PHOENIX-1.1 3.43s 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 1.07s LAST-SNAPSHOT 3.32s PHOENIX-1.1 3.44s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.79s LAST-SNAPSHOT 3.33s PHOENIX-1.1 3.44s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.18s LAST-SNAPSHOT 2.19s PHOENIX-1.1 1.18s 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 1.26s LAST-SNAPSHOT 2.2s PHOENIX-1.1 1.18s 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 0.16s LAST-SNAPSHOT 2.22s PHOENIX-1.1 1.18s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.89s LAST-SNAPSHOT 2.2s PHOENIX-1.1 1.18s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.57s LAST-SNAPSHOT 2.69s PHOENIX-1.1 1.23s 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 3.32s LAST-SNAPSHOT 2.65s PHOENIX-1.1 1.21s 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 2.68s PHOENIX-1.1 1.22s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.96s LAST-SNAPSHOT 2.68s PHOENIX-1.1 1.27s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 1.11s LAST-SNAPSHOT 3.72s PHOENIX-1.1 1.3s 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 3.5s LAST-SNAPSHOT 3.72s PHOENIX-1.1 1.29s 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 1.07s LAST-SNAPSHOT 3.74s PHOENIX-1.1 1.3s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.97s LAST-SNAPSHOT 3.71s PHOENIX-1.1 1.32s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 90 0.19s LAST-SNAPSHOT 1.19s PHOENIX-1.1 1.23s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.73s LAST-SNAPSHOT 1.2s PHOENIX-1.1 1.25s 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 1.19s PHOENIX-1.1 1.24s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 90 0.94s LAST-SNAPSHOT 1.2s PHOENIX-1.1 1.24s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 50 0.58s LAST-SNAPSHOT 1.68s PHOENIX-1.1 1.73s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 50 3.92s LAST-SNAPSHOT 1.68s PHOENIX-1.1 1.74s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 50 0.57s LAST-SNAPSHOT 1.69s PHOENIX-1.1 1.76s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 50 1.37s LAST-SNAPSHOT 1.66s PHOENIX-1.1 1.75s PHOENIX-1.2.0

select count(core) from INDEXED_TEST_TABLE where core > 0 1.05s LAST-SNAPSHOT 2.19s PHOENIX-1.1 2.27s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 0 4.13s LAST-SNAPSHOT 2.19s PHOENIX-1.1 2.3s PHOENIX-1.2.0

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 0 1.04s LAST-SNAPSHOT 2.2s PHOENIX-1.1 2.3s PHOENIX-1.2.0

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 0 1.83s LAST-SNAPSHOT 2.2s PHOENIX-1.1 2.29s PHOENIX-1.2.0

select db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 0.09s LAST-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 0.06s LAST-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 LAST-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 1.62s LAST-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 0.03s LAST-SNAPSHOT 0.07s 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 0.03s LAST-SNAPSHOT 0.07s 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 1.04s LAST-SNAPSHOT 0.07s PHOENIX-1.1 N/A for PHOENIX-1.2.0

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE order by db limit 100 2.5s LAST-SNAPSHOT 0.06s PHOENIX-1.1 N/A for PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 892.59s LAST-SNAPSHOT 176.13s PHOENIX-1.1 190.79s 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') 3.3s LAST-SNAPSHOT 3.32s PHOENIX-1.1 3.26s PHOENIX-1.2.0

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.29s LAST-SNAPSHOT 3.29s PHOENIX-1.1 3.1s PHOENIX-1.2.0

select count(*) from CF_TABLE_14CF where N < 1000 1.77s LAST-SNAPSHOT 4.9s PHOENIX-1.1 1.68s 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) 2.3s LAST-SNAPSHOT 126.25s PHOENIX-1.1 2.39s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.61s LAST-SNAPSHOT 10.82s PHOENIX-1.1 10.34s PHOENIX-1.2.0

upsert into CF_TABLE_14CF_UPSERTSELECT select * from CF_TABLE_14CF 162.65s LAST-SNAPSHOT 2319.88s PHOENIX-1.1 0.27s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 205.48s LAST-SNAPSHOT 183.42s PHOENIX-1.1 250.1s 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') 1.88s LAST-SNAPSHOT 15.12s PHOENIX-1.1 1.83s PHOENIX-1.2.0

select count(*) from SALTED_TABLE where D < 1000 0.92s LAST-SNAPSHOT 6.75s PHOENIX-1.1 0.89s PHOENIX-1.2.0

select avg(c),avg(d) from SALTED_TABLE group by K1 4.12s LAST-SNAPSHOT 10.33s PHOENIX-1.1 4.07s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 128.88s LAST-SNAPSHOT 170.45s PHOENIX-1.1 137.57s 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') 4.44s LAST-SNAPSHOT 4.08s PHOENIX-1.1 3.91s PHOENIX-1.2.0

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 4.37s LAST-SNAPSHOT 3.86s PHOENIX-1.1 3.87s PHOENIX-1.2.0

select count(*) from CF_TABLE_1CF where N < 1000 5.39s LAST-SNAPSHOT 5.22s PHOENIX-1.1 5.29s 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 6.5s LAST-SNAPSHOT 23.77s PHOENIX-1.1 6.5s PHOENIX-1.2.0

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 12.29s LAST-SNAPSHOT 11.85s PHOENIX-1.1 11.66s PHOENIX-1.2.0

upsert into CF_TABLE_1CF_UPSERTSELECT select * from CF_TABLE_1CF 106.99s LAST-SNAPSHOT 1983.68s PHOENIX-1.1 0.2s PHOENIX-1.2.0

LOAD DATA [4000000 ROWS] 177.3s LAST-SNAPSHOT 160.91s PHOENIX-1.1 214.18s PHOENIX-1.2.0

---

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