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A Java version of simdjson, a high-performance JSON parser utilizing SIMD instructions

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simdjson/simdjson-java

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A Java version ofsimdjson - a JSON parser using SIMD instructions,based on the paperParsing Gigabytes of JSON per Secondby Geoff Langdale and Daniel Lemire.

Code Sample

DOM Parser

byte[]json =loadTwitterJson();SimdJsonParserparser =newSimdJsonParser();JsonValuejsonValue =parser.parse(json,json.length);Iterator<JsonValue>tweets =jsonValue.get("statuses").arrayIterator();while (tweets.hasNext()) {JsonValuetweet =tweets.next();JsonValueuser =tweet.get("user");if (user.get("default_profile").asBoolean()) {System.out.println(user.get("screen_name").asString());    }}

Schema-Based Parser

byte[]json =loadTwitterJson();SimdJsonParserparser =newSimdJsonParser();SimdJsonTwittertwitter =simdJsonParser.parse(buffer,buffer.length,SimdJsonTwitter.class);for (SimdJsonStatusstatus :twitter.statuses()) {SimdJsonUseruser =status.user();if (user.default_profile()) {System.out.println(user.screen_name());    }}recordSimdJsonUser(booleandefault_profile,Stringscreen_name) {}recordSimdJsonStatus(SimdJsonUseruser) {}recordSimdJsonTwitter(List<SimdJsonStatus>statuses) {}

Installation

The library is available in theMaven Central Repository.To include it in your project, add the following dependency to thebuild.gradle file:

implementation("org.simdjson:simdjson-java:0.1.0")

or to thepom.xml file:

<dependency>    <groupId>org.simdjson</groupId>    <artifactId>simdjson-java</artifactId>    <version>0.1.0</version></dependency>

Please remember about specifying the desired version.

Note that simdjson-java follows theSemVer specification, which means, for example, that a majorversion of zero indicates initial development, so the library's API should not be considered stable.

We require Java 24 or better.

Benchmarks

To run the JMH benchmarks, execute the following command:

./gradlew jmh

Tests

To run the tests, execute the following command:

./gradlew test

Performance

This section presents a performance comparison of different JSON parsers available as Java libraries. The benchmark usedthetwitter.json dataset, and its goal was to measure the throughput (ops/s) of parsingand finding all unique users with a default profile.

256-bit Vectors

Environment:

  • CPU: Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
  • OS: Ubuntu 24.04 LTS, kernel 6.8.0-1008-aws
  • Java: OpenJDK 64-Bit Server VM (build 21.0.3+9-Ubuntu-1ubuntu1, mixed mode, sharing)

DOM parsers (ParseAndSelectBenchmark):

LibraryVersionThroughput (ops/s)
simdjson-java (padded)0.3.0783.878
simdjson-java0.3.0760.426
fastjson22.0.49308.660
jackson2.17.0259.536

Schema-based parsers (SchemaBasedParseAndSelectBenchmark):

LibraryVersionThroughput (ops/s)
simdjson-java (padded)0.3.01237.432
simdjson-java0.3.01216.891
jsoniter-scala2.28.4614.138
fastjson22.0.49494.362
jackson2.17.0339.904

512-bit Vectors

Environment:

  • CPU: Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz
  • OS: Ubuntu 24.04 LTS, kernel 6.8.0-1008-aws
  • Java: OpenJDK 64-Bit Server VM (build 21.0.3+9-Ubuntu-1ubuntu1, mixed mode, sharing)

DOM parsers (ParseAndSelectBenchmark):

LibraryVersionThroughput (ops/s)
simdjson-java (padded)0.3.01842.146
simdjson-java0.3.01765.592
fastjson22.0.49718.133
jackson2.17.0616.617

Schema-based parsers (SchemaBasedParseAndSelectBenchmark):

LibraryVersionThroughput (ops/s)
simdjson-java (padded)0.3.03164.274
simdjson-java0.3.02990.289
jsoniter-scala2.28.41826.229
fastjson22.0.491259.622
jackson2.17.0789.030

To reproduce the benchmark results, execute the following command:

./gradlew jmh -Pjmh.includes='.*ParseAndSelectBenchmark.*'

The benchmark may take several minutes. Remember that you need Java 18 or better.

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