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Benchmarks
Matthieu Monsch edited this page Oct 22, 2015
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Displayed rates were computed over 150,000 records, taking the median of 15
runs. Percentages are relative to the fastest throughput for the schema. -1
values indicate that the library doesn't support the schema.
All benchmarks were run on a MacBook Air (1.7GHz Intel Core i7). The code is
available in etc/benchmarks/.
library java-avro node-avro-io node-avsc node-etp-avro node-json node-pson python-fastavro
ops % ops % ops % ops % ops % ops % ops %
schema
ArrayString.avsc 2027027 100 192593 10 1264461 62 230202 11 1042568 51 448663 22 144721 7
Bytes.avsc 4559271 100 413293 9 1812154 40 592947 13 699662 15 850280 19 568996 12
Cake.avsc 455235 100 22387 5 251962 55 -1 -1 110073 24 47855 11 26412 6
Coupon.avsc 1940492 100 63688 3 773569 40 112527 6 336135 17 116417 6 62572 3
Double.avsc 5976096 89 380770 6 6743172 100 561099 8 1773422 26 809907 12 659664 10
Enum.avsc 4702194 28 508677 3 16668758 100 509914 3 2279500 14 777190 5 556952 3
HistoryItem.avsc 1036628 100 50045 5 994382 96 -1 -1 205770 20 103970 10 45748 4
Human.avsc 2358491 100 96249 4 950407 40 165736 7 387177 16 190994 8 117193 5
Int.avsc 5119454 31 498767 3 16274084 100 597629 4 2520045 15 1013789 6 560738 3
Long.avsc 5357143 42 456571 4 12670971 100 587062 5 2205832 17 931866 7 391230 3
PciEvent.avsc 193673 100 -1 -1 101120 52 -1 -1 41310 21 21227 11 -1 -1
Person.avsc 2767528 27 181177 2 10117772 100 293385 3 869475 9 340546 3 223639 2
String.avsc 4792332 100 362911 8 3788316 79 421641 9 2029504 42 744025 16 486926 10
User.avsc 623701 100 26324 4 569065 91 53566 9 116774 19 54745 9 20061 3
library java-avro node-avro-io node-avsc node-etp-avro node-json node-pson python-fastavro
ops % ops % ops % ops % ops % ops % ops %
schema
ArrayString.avsc 817884 90 20072 2 399605 44 236206 26 909724 100 71178 8 125307 14
Bytes.avsc 1460565 100 61486 4 1340199 92 589985 40 198248 14 82836 6 427232 29
Cake.avsc 132638 100 -1 -1 130551 98 -1 -1 57293 43 7520 6 14707 11
Coupon.avsc 612495 100 7019 1 452894 74 -1 -1 144950 24 36252 6 47567 8
Double.avsc 1473477 90 116066 7 1640648 100 656834 40 1584090 97 92954 6 507559 31
Enum.avsc 1521298 66 67208 3 1537230 67 672624 29 2310191 100 94781 4 379254 16
HistoryItem.avsc 327368 65 -1 -1 503480 100 -1 -1 115884 23 11249 2 32272 6
Human.avsc 754907 100 15612 2 559688 74 254789 34 170569 23 33862 4 78273 10
Int.avsc 1500000 62 75397 3 1941959 81 702567 29 2409767 100 98595 4 390308 16
Long.avsc 1533742 83 33722 2 1839793 100 -1 -1 1741366 95 94302 5 275998 15
PciEvent.avsc 63089 100 -1 -1 58533 93 -1 -1 20785 33 2542 4 -1 -1
Person.avsc 1166407 99 -1 -1 1176498 100 421560 36 932495 79 36997 3 152053 13
String.avsc 1445087 76 55757 3 974764 51 478458 25 1901735 100 92493 5 345463 18
User.avsc 147246 37 -1 -1 396437 100 -1 -1 77232 19 6585 2 15410 4