Phoenix Performance Result :: Mon Aug 12 21:00:21 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') 1.33s CURRENT-SNAPSHOT 1.34s LAST-SNAPSHOT 1.19s PHOENIX-1.1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001') 0s CURRENT-SNAPSHOT 0.01s LAST-SNAPSHOT 1.66s 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 7.46s 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%' 1.87s CURRENT-SNAPSHOT 1.87s LAST-SNAPSHOT 1.56s 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%') 1.79s CURRENT-SNAPSHOT 1.85s LAST-SNAPSHOT 1.62s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 99.37s CURRENT-SNAPSHOT 104.28s LAST-SNAPSHOT 96.83s 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) MAX_FILESIZE=10185760;CREATE INDEX idx2 ON $TABLE (DB) MAX_FILESIZE=10185760;CREATE INDEX idx3 ON $TABLE (DB,ACTIVE_VISITOR) MAX_FILESIZE=15285760;CREATE INDEX idx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) MAX_FILESIZE=15485760;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 0.86s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT 1.83s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TEST_TABLE 3.78s CURRENT-SNAPSHOT 2.56s LAST-SNAPSHOT 1.8s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TEST_TABLE 0.85s CURRENT-SNAPSHOT 0.85s LAST-SNAPSHOT 1.85s PHOENIX-1.1

select /*+NO_INDEX*/ count(*) from INDEXED_TEST_TABLE 1.3s CURRENT-SNAPSHOT 1.29s LAST-SNAPSHOT 1.79s PHOENIX-1.1

select count(1) from INDEXED_TEST_TABLE group by HOST 1.4s CURRENT-SNAPSHOT 1.41s LAST-SNAPSHOT 1.88s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(1) from INDEXED_TEST_TABLE group by HOST 4.16s CURRENT-SNAPSHOT 2.77s LAST-SNAPSHOT 1.96s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(1) from INDEXED_TEST_TABLE group by HOST 0.86s CURRENT-SNAPSHOT 0.88s LAST-SNAPSHOT 1.91s PHOENIX-1.1

select /*+NO_INDEX*/ count(1) from INDEXED_TEST_TABLE group by HOST 1.37s CURRENT-SNAPSHOT 1.41s LAST-SNAPSHOT 1.91s PHOENIX-1.1

select MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 0.91s CURRENT-SNAPSHOT 0.96s LAST-SNAPSHOT 2.28s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 4.37s CURRENT-SNAPSHOT 3.04s LAST-SNAPSHOT 2.34s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 0.87s CURRENT-SNAPSHOT 0.93s LAST-SNAPSHOT 2.28s PHOENIX-1.1

select /*+NO_INDEX*/ MIN(CORE) from INDEXED_TEST_TABLE group by DOMAIN 1.65s CURRENT-SNAPSHOT 1.67s LAST-SNAPSHOT 2.26s PHOENIX-1.1

select core, count(1) from INDEXED_TEST_TABLE group by CORE 4.1s CURRENT-SNAPSHOT 2.91s LAST-SNAPSHOT 2.27s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 4.07s CURRENT-SNAPSHOT 2.89s LAST-SNAPSHOT 2.3s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(1) from INDEXED_TEST_TABLE group by CORE 0.86s CURRENT-SNAPSHOT 0.92s LAST-SNAPSHOT 2.3s PHOENIX-1.1

select /*+NO_INDEX*/ core, count(1) from INDEXED_TEST_TABLE group by CORE 1.61s CURRENT-SNAPSHOT 1.67s LAST-SNAPSHOT 2.25s PHOENIX-1.1

select core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 0.98s CURRENT-SNAPSHOT 1.07s LAST-SNAPSHOT 3.77s 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 1.84s CURRENT-SNAPSHOT 3.98s LAST-SNAPSHOT 3.69s 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 1.06s CURRENT-SNAPSHOT 1.04s LAST-SNAPSHOT 3.74s PHOENIX-1.1

select /*+NO_INDEX*/ core, host, sum(ACTIVE_VISITOR) from INDEXED_TEST_TABLE group by core, host 2.63s CURRENT-SNAPSHOT 2.54s LAST-SNAPSHOT 3.71s PHOENIX-1.1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.53s CURRENT-SNAPSHOT 3.31s LAST-SNAPSHOT 3.19s 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' 1.8s CURRENT-SNAPSHOT 3.88s LAST-SNAPSHOT 3.17s 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' 0.96s CURRENT-SNAPSHOT 0.97s LAST-SNAPSHOT 3.19s PHOENIX-1.1

select /*+NO_INDEX*/ AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from INDEXED_TEST_TABLE where host='CS' and DOMAIN<>'Google.com' 3.47s CURRENT-SNAPSHOT 3.25s LAST-SNAPSHOT 3.19s 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 0.25s CURRENT-SNAPSHOT 0.25s LAST-SNAPSHOT 1.52s 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 0.01s CURRENT-SNAPSHOT 0.01s LAST-SNAPSHOT 1.55s 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 0.21s CURRENT-SNAPSHOT 0.24s LAST-SNAPSHOT 1.51s 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 1.1s CURRENT-SNAPSHOT 1.11s LAST-SNAPSHOT 1.55s 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) 0.96s CURRENT-SNAPSHOT 1.05s LAST-SNAPSHOT 2.78s 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) 1.86s CURRENT-SNAPSHOT 3.87s LAST-SNAPSHOT 2.69s 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) 0.95s CURRENT-SNAPSHOT 1.01s LAST-SNAPSHOT 2.69s 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) 1.42s CURRENT-SNAPSHOT 1.52s LAST-SNAPSHOT 2.75s PHOENIX-1.1

select count(active_visitor) count from INDEXED_TEST_TABLE 0.86s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT 3.11s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(active_visitor) count from INDEXED_TEST_TABLE 1.36s CURRENT-SNAPSHOT 0.91s LAST-SNAPSHOT 3.07s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(active_visitor) count from INDEXED_TEST_TABLE 0.8s CURRENT-SNAPSHOT 0.87s LAST-SNAPSHOT 3.01s PHOENIX-1.1

select /*+NO_INDEX*/ count(active_visitor) count from INDEXED_TEST_TABLE 2.2s CURRENT-SNAPSHOT 2.29s LAST-SNAPSHOT 3.02s PHOENIX-1.1

select count(distinct active_visitor) count from INDEXED_TEST_TABLE 0.84s CURRENT-SNAPSHOT 0.9s 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 1.41s CURRENT-SNAPSHOT 0.84s 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 0.84s CURRENT-SNAPSHOT 0.9s LAST-SNAPSHOT N/A for PHOENIX-1.1

select /*+NO_INDEX*/ count(distinct active_visitor) count from INDEXED_TEST_TABLE 2.56s CURRENT-SNAPSHOT 2.73s LAST-SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.9) within group (order by active_visitor asc) from INDEXED_TEST_TABLE 1.09s CURRENT-SNAPSHOT 1.17s 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 1.68s CURRENT-SNAPSHOT 1.17s 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 1.03s CURRENT-SNAPSHOT 1.07s 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 2.52s CURRENT-SNAPSHOT 2.73s LAST-SNAPSHOT N/A for PHOENIX-1.1

select percentile_cont(0.1) within group (order by active_visitor desc) from INDEXED_TEST_TABLE 1.04s CURRENT-SNAPSHOT 1.08s 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 1.71s CURRENT-SNAPSHOT 1.12s 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 1.02s CURRENT-SNAPSHOT 1.06s 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 2.55s CURRENT-SNAPSHOT 2.74s LAST-SNAPSHOT N/A for PHOENIX-1.1

select count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.86s CURRENT-SNAPSHOT 0.93s LAST-SNAPSHOT 4.27s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 1.67s CURRENT-SNAPSHOT 3.47s LAST-SNAPSHOT 4s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 0.88s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT 4.08s PHOENIX-1.1

select /*+NO_INDEX*/ count(core), count(db), count(active_visitor) from INDEXED_TEST_TABLE 3.14s CURRENT-SNAPSHOT 3.18s LAST-SNAPSHOT 4.05s PHOENIX-1.1

select count(distinct core), count(distinct db), count(distinct active_visitor) from INDEXED_TEST_TABLE 0.91s CURRENT-SNAPSHOT 0.94s 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 1.66s CURRENT-SNAPSHOT 3.44s 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 0.88s CURRENT-SNAPSHOT 0.93s 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 3.74s CURRENT-SNAPSHOT 3.93s 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 1.29s CURRENT-SNAPSHOT 1.25s 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 2.2s CURRENT-SNAPSHOT 4.39s 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 1.22s CURRENT-SNAPSHOT 1.29s 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 3.78s CURRENT-SNAPSHOT 3.92s LAST-SNAPSHOT N/A for PHOENIX-1.1

select core, count(db) count from INDEXED_TEST_TABLE group by CORE 1.69s CURRENT-SNAPSHOT 3.44s LAST-SNAPSHOT 3.07s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 1.65s CURRENT-SNAPSHOT 3.46s LAST-SNAPSHOT 3.06s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ core, count(db) count from INDEXED_TEST_TABLE group by CORE 0.93s CURRENT-SNAPSHOT 0.93s LAST-SNAPSHOT 3.07s PHOENIX-1.1

select /*+NO_INDEX*/ core, count(db) count from INDEXED_TEST_TABLE group by CORE 2.28s CURRENT-SNAPSHOT 2.3s LAST-SNAPSHOT 3.04s PHOENIX-1.1

select core, count(distinct db) count from INDEXED_TEST_TABLE group by CORE 1.67s CURRENT-SNAPSHOT 3.47s 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 1.65s CURRENT-SNAPSHOT 3.44s 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 0.88s 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 3.64s CURRENT-SNAPSHOT 3.8s 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 1.9s CURRENT-SNAPSHOT 3.86s 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 1.91s CURRENT-SNAPSHOT 3.86s 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 1.86s CURRENT-SNAPSHOT 2s 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 3.72s CURRENT-SNAPSHOT 3.95s LAST-SNAPSHOT N/A for PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.08s CURRENT-SNAPSHOT 0.1s LAST-SNAPSHOT 1.04s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.11s CURRENT-SNAPSHOT 0.11s LAST-SNAPSHOT 1.02s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.08s CURRENT-SNAPSHOT 0.07s LAST-SNAPSHOT 1.02s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,100) 0.82s 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) 0.14s CURRENT-SNAPSHOT 0.14s LAST-SNAPSHOT 1.07s 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) 0.19s CURRENT-SNAPSHOT 0.16s LAST-SNAPSHOT 1.07s 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) 0.13s CURRENT-SNAPSHOT 0.12s LAST-SNAPSHOT 1.07s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core IN (1,25,50,75,100) 0.81s CURRENT-SNAPSHOT 0.86s LAST-SNAPSHOT 1.08s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.18s CURRENT-SNAPSHOT 0.18s LAST-SNAPSHOT 1.33s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.56s CURRENT-SNAPSHOT 1.38s LAST-SNAPSHOT 1.34s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 0.16s CURRENT-SNAPSHOT 0.17s LAST-SNAPSHOT 1.33s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and db < 200 1.04s CURRENT-SNAPSHOT 1.08s LAST-SNAPSHOT 1.34s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.59s CURRENT-SNAPSHOT 0.61s LAST-SNAPSHOT 2.02s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 0.71s CURRENT-SNAPSHOT 3.52s LAST-SNAPSHOT 2s PHOENIX-1.1

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 0.6s LAST-SNAPSHOT 2.04s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and db < 1000 1.62s CURRENT-SNAPSHOT 1.58s LAST-SNAPSHOT 2.02s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 1.14s CURRENT-SNAPSHOT 1.2s 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 1.88s CURRENT-SNAPSHOT 3.62s LAST-SNAPSHOT 3.35s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 1.14s CURRENT-SNAPSHOT 1.2s LAST-SNAPSHOT 3.33s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and db < 2000 2.76s CURRENT-SNAPSHOT 2.62s LAST-SNAPSHOT 3.33s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.18s CURRENT-SNAPSHOT 0.19s LAST-SNAPSHOT 2.22s 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 0.54s CURRENT-SNAPSHOT 1.39s LAST-SNAPSHOT 2.19s 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 0.2s CURRENT-SNAPSHOT 0.17s LAST-SNAPSHOT 2.21s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 10 and active_visitor < 1000 0.85s CURRENT-SNAPSHOT 0.89s LAST-SNAPSHOT 2.2s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.58s CURRENT-SNAPSHOT 0.6s LAST-SNAPSHOT 2.64s 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 0.67s CURRENT-SNAPSHOT 3.58s LAST-SNAPSHOT 2.69s 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 0.54s CURRENT-SNAPSHOT 0.57s LAST-SNAPSHOT 2.6s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 50 and active_visitor < 5000 0.9s CURRENT-SNAPSHOT 0.96s LAST-SNAPSHOT 2.67s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 1.15s CURRENT-SNAPSHOT 1.2s LAST-SNAPSHOT 3.7s 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 1.86s CURRENT-SNAPSHOT 3.69s LAST-SNAPSHOT 3.71s 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 1.14s CURRENT-SNAPSHOT 1.16s LAST-SNAPSHOT 3.74s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core < 100 and active_visitor < 10000 0.92s CURRENT-SNAPSHOT 0.98s LAST-SNAPSHOT 3.67s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core > 90 0.2s CURRENT-SNAPSHOT 0.19s LAST-SNAPSHOT 1.16s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.75s CURRENT-SNAPSHOT 0.81s LAST-SNAPSHOT 1.15s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 90 0.18s CURRENT-SNAPSHOT 0.17s LAST-SNAPSHOT 1.16s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 90 0.89s CURRENT-SNAPSHOT 0.96s LAST-SNAPSHOT 1.14s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core > 50 0.59s 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 4.02s CURRENT-SNAPSHOT 2.44s 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 0.56s CURRENT-SNAPSHOT 0.62s LAST-SNAPSHOT 1.65s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 50 1.29s CURRENT-SNAPSHOT 1.27s LAST-SNAPSHOT 1.65s PHOENIX-1.1

select count(core) from INDEXED_TEST_TABLE where core > 0 1.12s CURRENT-SNAPSHOT 1.13s LAST-SNAPSHOT 2.22s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TEST_TABLE where core > 0 4.32s CURRENT-SNAPSHOT 2.69s LAST-SNAPSHOT 2.22s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TEST_TABLE where core > 0 1.08s CURRENT-SNAPSHOT 1.12s LAST-SNAPSHOT 2.18s PHOENIX-1.1

select /*+NO_INDEX*/ count(core) from INDEXED_TEST_TABLE where core > 0 1.74s CURRENT-SNAPSHOT 1.7s LAST-SNAPSHOT 2.2s PHOENIX-1.1

select db from INDEXED_TEST_TABLE where db >5 and db <10 order by db 0.1s 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 0.08s CURRENT-SNAPSHOT 0.06s 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 0.08s 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 1.55s CURRENT-SNAPSHOT 1.6s LAST-SNAPSHOT N/A for PHOENIX-1.1

select db from INDEXED_TEST_TABLE order by db limit 100 0.06s CURRENT-SNAPSHOT 0.04s LAST-SNAPSHOT 0.09s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE idx1 idx2 idx3 idx4) */ db from INDEXED_TEST_TABLE order by db limit 100 0.05s CURRENT-SNAPSHOT 0.05s LAST-SNAPSHOT 0.08s PHOENIX-1.1

select /*+ INDEX(INDEXED_TEST_TABLE ids1 ids2 ids3 ids4) */ db from INDEXED_TEST_TABLE order by db limit 100 1.07s CURRENT-SNAPSHOT 1.08s LAST-SNAPSHOT 0.08s PHOENIX-1.1

select /*+NO_INDEX*/ db from INDEXED_TEST_TABLE order by db limit 100 2.4s CURRENT-SNAPSHOT 2.48s LAST-SNAPSHOT 0.08s 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] 881.54s CURRENT-SNAPSHOT 864.59s LAST-SNAPSHOT 174.34s 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') 3.34s CURRENT-SNAPSHOT 3.36s LAST-SNAPSHOT 3.28s PHOENIX-1.1

select count(1) from CF_TABLE_14CF where K1 in ('A', 'C') 3.33s CURRENT-SNAPSHOT 3.26s LAST-SNAPSHOT 2.98s PHOENIX-1.1

select count(*) from CF_TABLE_14CF where N < 1000 1.7s CURRENT-SNAPSHOT 1.76s LAST-SNAPSHOT 4.63s 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) 2.33s CURRENT-SNAPSHOT 2.46s LAST-SNAPSHOT 125.7s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_14CF group by K1 10.68s CURRENT-SNAPSHOT 10.78s LAST-SNAPSHOT 10.28s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 203.69s CURRENT-SNAPSHOT 205.09s LAST-SNAPSHOT 189.01s 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') 1.7s CURRENT-SNAPSHOT 1.77s LAST-SNAPSHOT 8.24s PHOENIX-1.1

select count(*) from SALTED_TABLE where D < 1000 0.84s CURRENT-SNAPSHOT 0.9s LAST-SNAPSHOT 6.54s PHOENIX-1.1

select avg(c),avg(d) from SALTED_TABLE group by K1 4s CURRENT-SNAPSHOT 3.99s LAST-SNAPSHOT 9.7s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 127.54s CURRENT-SNAPSHOT 130.02s LAST-SNAPSHOT 176.57s 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') 4.55s CURRENT-SNAPSHOT 4.53s LAST-SNAPSHOT 4s PHOENIX-1.1

select count(1) from CF_TABLE_1CF where K1 in ('A', 'C') 4.31s CURRENT-SNAPSHOT 4.5s LAST-SNAPSHOT 4.14s PHOENIX-1.1

select count(*) from CF_TABLE_1CF where N < 1000 5.35s CURRENT-SNAPSHOT 5.46s LAST-SNAPSHOT 5.24s 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 6.54s CURRENT-SNAPSHOT 6.64s LAST-SNAPSHOT 24.1s PHOENIX-1.1

select sum(a),sum(e),sum(j),sum(n) from CF_TABLE_1CF group by K1 12.15s CURRENT-SNAPSHOT 12.22s LAST-SNAPSHOT 11.56s PHOENIX-1.1

LOAD DATA [4000000 ROWS] 173.42s CURRENT-SNAPSHOT 175.02s LAST-SNAPSHOT 158.95s PHOENIX-1.1

---

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