spark-instrumented-optimizer/core/benchmarks/CoalescedRDDBenchmark-results.txt
fitermay 1bc481b779 [SPARK-27070] Improve performance of DefaultPartitionCoalescer
This time tested against Scala 2.11 as well

Closes #24116 from fitermay/master.

Authored-by: fitermay <fiterman@gmail.com>
Signed-off-by: Sean Owen <sean.owen@databricks.com>
2019-03-17 11:47:14 -05:00

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Coalesced RDD , large scale
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Java HotSpot(TM) 64-Bit Server VM 1.8.0_201-b09 on Windows 10 10.0
Intel64 Family 6 Model 63 Stepping 2, GenuineIntel
Coalesced RDD: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
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Coalesce Num Partitions: 100 Num Hosts: 1 346 364 24 0.3 3458.9 1.0X
Coalesce Num Partitions: 100 Num Hosts: 5 258 264 6 0.4 2579.0 1.3X
Coalesce Num Partitions: 100 Num Hosts: 10 242 249 7 0.4 2415.2 1.4X
Coalesce Num Partitions: 100 Num Hosts: 20 237 242 7 0.4 2371.7 1.5X
Coalesce Num Partitions: 100 Num Hosts: 40 230 231 1 0.4 2299.8 1.5X
Coalesce Num Partitions: 100 Num Hosts: 80 222 233 14 0.4 2223.0 1.6X
Coalesce Num Partitions: 500 Num Hosts: 1 659 665 5 0.2 6590.4 0.5X
Coalesce Num Partitions: 500 Num Hosts: 5 340 381 47 0.3 3395.2 1.0X
Coalesce Num Partitions: 500 Num Hosts: 10 279 307 47 0.4 2788.3 1.2X
Coalesce Num Partitions: 500 Num Hosts: 20 259 261 2 0.4 2591.9 1.3X
Coalesce Num Partitions: 500 Num Hosts: 40 241 250 15 0.4 2406.5 1.4X
Coalesce Num Partitions: 500 Num Hosts: 80 235 237 3 0.4 2349.9 1.5X
Coalesce Num Partitions: 1000 Num Hosts: 1 1050 1053 4 0.1 10503.2 0.3X
Coalesce Num Partitions: 1000 Num Hosts: 5 405 407 2 0.2 4049.5 0.9X
Coalesce Num Partitions: 1000 Num Hosts: 10 320 322 2 0.3 3202.7 1.1X
Coalesce Num Partitions: 1000 Num Hosts: 20 276 277 0 0.4 2762.3 1.3X
Coalesce Num Partitions: 1000 Num Hosts: 40 257 260 5 0.4 2571.2 1.3X
Coalesce Num Partitions: 1000 Num Hosts: 80 245 252 13 0.4 2448.9 1.4X
Coalesce Num Partitions: 5000 Num Hosts: 1 3099 3145 55 0.0 30988.6 0.1X
Coalesce Num Partitions: 5000 Num Hosts: 5 1037 1050 20 0.1 10374.4 0.3X
Coalesce Num Partitions: 5000 Num Hosts: 10 626 633 8 0.2 6261.8 0.6X
Coalesce Num Partitions: 5000 Num Hosts: 20 426 431 5 0.2 4258.6 0.8X
Coalesce Num Partitions: 5000 Num Hosts: 40 328 341 22 0.3 3275.4 1.1X
Coalesce Num Partitions: 5000 Num Hosts: 80 272 275 4 0.4 2721.4 1.3X
Coalesce Num Partitions: 10000 Num Hosts: 1 5516 5526 9 0.0 55156.8 0.1X
Coalesce Num Partitions: 10000 Num Hosts: 5 1956 1992 48 0.1 19560.9 0.2X
Coalesce Num Partitions: 10000 Num Hosts: 10 1045 1057 18 0.1 10447.4 0.3X
Coalesce Num Partitions: 10000 Num Hosts: 20 637 658 24 0.2 6373.2 0.5X
Coalesce Num Partitions: 10000 Num Hosts: 40 431 448 15 0.2 4312.9 0.8X
Coalesce Num Partitions: 10000 Num Hosts: 80 326 328 2 0.3 3263.4 1.1X