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Hive 0.9 Hive
0.10
Hive
0.11
Hive
0.12
Hive 0.13
Hortonworks HDP 1.1 HDP 1.2 HDP 1.3 HDP 2.0 HDP 2.1
Cloudera CDH 4.1 CDH 4.2 CDH5
MapR 2.0 2.0/3.0 2.0/3.0
Intel IDH2.3/2.4
Shark* 0.8 0.9
Hive version HS1 HS2-v3 HS2-v6 HS2-v7
0.9 ✓
0.10 ✓ ✓
0.11 ✓ ✓
0.12 ✓ ✓ ✓
0.13 ✓ ✓ ✓ ✓
Columns
Rows
Dataset Size (bytes) 10,841,585
Driver Fetch Time (second) Bytes sent to Hive server Bytes Received from Hive server
Hive Server 1 Simba Hive ODBC 1.703 362,376 11,822,547
Simba Hive ODBC 291.398 338,756,110 756,232,360
Cloudera Hive JDBC 293 329,590,070 734,135,000
HS2 / HS1 (ratio) Simba Hive ODBC 17111% 93482% 6397%
Columns
Rows
Dataset Size (bytes)
Driver Fetch Time (second) Bytes sent to Hive server Bytes Received from Hive server
Hive Server 1 Simba Hive ODBC 1.514 1,029,867 22,889,786
Simba Hive ODBC 43.651 50,465,452 131,409,423
Cloudera Hive JDBC 47 51,216,888 131,415,614
HS2 / HS1 (ratio) Simba Hive ODBC 2883% 4900% 574%
Hive Server 1 VS Hive Server 2 Performance Comparison
124 columns (a mixture of STRING, INT, and DOUBLE columns)
Test Dataset
12933 rows
Hive Server 2
Hive Server 2
Test Dataset
10 string columns of 102 ascii characters each + 1 string column of 4 ascii characters
20000 rows
20,700,000
Average Fetch Time (Second)
Average Data Size Sent to Hive
Server(MB)
Average Data Size Recieved from
Hive Server(MB)
HS1-V3 39.165 4.731 517.762
HS2-V3 292.812 9.923 1307.691
HS2-V6 74.715 5.578 695.352
HS2-V3/HS1-V3 ratio 747.63% 209.75% 252.57%
HS2-V6/HS1-V3 ratio 190.77% 117.92% 134.30%
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2014 03-17-hug-update-on-the-market

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2014 03-17-hug-update-on-the-market

  • 1.
  • 2. Hive 0.9 Hive 0.10 Hive 0.11 Hive 0.12 Hive 0.13 Hortonworks HDP 1.1 HDP 1.2 HDP 1.3 HDP 2.0 HDP 2.1 Cloudera CDH 4.1 CDH 4.2 CDH5 MapR 2.0 2.0/3.0 2.0/3.0 Intel IDH2.3/2.4 Shark* 0.8 0.9 Hive version HS1 HS2-v3 HS2-v6 HS2-v7 0.9 ✓ 0.10 ✓ ✓ 0.11 ✓ ✓ 0.12 ✓ ✓ ✓ 0.13 ✓ ✓ ✓ ✓
  • 3. Columns Rows Dataset Size (bytes) 10,841,585 Driver Fetch Time (second) Bytes sent to Hive server Bytes Received from Hive server Hive Server 1 Simba Hive ODBC 1.703 362,376 11,822,547 Simba Hive ODBC 291.398 338,756,110 756,232,360 Cloudera Hive JDBC 293 329,590,070 734,135,000 HS2 / HS1 (ratio) Simba Hive ODBC 17111% 93482% 6397% Columns Rows Dataset Size (bytes) Driver Fetch Time (second) Bytes sent to Hive server Bytes Received from Hive server Hive Server 1 Simba Hive ODBC 1.514 1,029,867 22,889,786 Simba Hive ODBC 43.651 50,465,452 131,409,423 Cloudera Hive JDBC 47 51,216,888 131,415,614 HS2 / HS1 (ratio) Simba Hive ODBC 2883% 4900% 574% Hive Server 1 VS Hive Server 2 Performance Comparison 124 columns (a mixture of STRING, INT, and DOUBLE columns) Test Dataset 12933 rows Hive Server 2 Hive Server 2 Test Dataset 10 string columns of 102 ascii characters each + 1 string column of 4 ascii characters 20000 rows 20,700,000
  • 4. Average Fetch Time (Second) Average Data Size Sent to Hive Server(MB) Average Data Size Recieved from Hive Server(MB) HS1-V3 39.165 4.731 517.762 HS2-V3 292.812 9.923 1307.691 HS2-V6 74.715 5.578 695.352 HS2-V3/HS1-V3 ratio 747.63% 209.75% 252.57% HS2-V6/HS1-V3 ratio 190.77% 117.92% 134.30%