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A Java version of simdjson - a JSON parser using SIMD instructions, based on the paper Parsing Gigabytes of JSON per Second by Geoff Langdale and Daniel Lemire.
This implementation is still missing several features available in simdsjon. For example:
byte[] json = loadTwitterJson();
SimdJsonParser parser = new SimdJsonParser();
JsonValue jsonValue = simdJsonParser.parse(json, json.length);
Iterator<JsonValue> tweets = jsonValue.get("statuses").arrayIterator();
while (tweets.hasNext()) {
JsonValue tweet = tweets.next();
JsonValue user = tweet.get("user");
if (user.get("default_profile").asBoolean()) {
System.out.println(user.get("screen_name").asString());
}
}To run the JMH benchmarks, execute the following command:
./gradlew jmh
To run the tests, execute the following command:
./gradlew test
This section presents a performance comparison of different JSON parsers available as Java libraries. The benchmark used the twitter.json dataset, and its goal was to measure the throughput (ops/s) of parsing and finding all unique users with a default profile.
Note that simdjson-java is still missing several features (mentioned in the introduction), so the following results may not reflect its real performance.
Environment:
| Library | Version | Throughput (ops/s) |
|---|---|---|
| simdjson-java | - | 1450.951 |
| simdjson-java (padded) | - | 1505.227 |
| jackson | 2.15.2 | 504.562 |
| fastjson2 | 2.0.35 | 590.743 |
| jsoniter | 0.9.23 | 384.664 |
To reproduce the benchmark results, execute the following command:
./gradlew jmh -Pjmh.includes='.*ParseAndSelectBenchmark.*'
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