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wickra/.github/ISSUE_TEMPLATE/performance_regression.md
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kingchenc 167f7b3ffe Add the Java binding over the C ABI hub (Panama/FFM) (#233)
Adds a Java binding (`bindings/java`) over the C ABI hub — the fourth language stecker after C#, Go and R, reaching the hub through the Java Foreign Function & Memory API (Panama, `java.lang.foreign`, final in Java 22) rather than JNI or jextract.

## What's here
- **`bindings/java`** — a Maven module (`org.wickra:wickra`) exposing all 514 indicators as idiomatic `AutoCloseable` classes. The downcall handles (`internal/NativeMethods.java`), the per-indicator wrappers and the output records are generated from `bindings/c/include/wickra.h` (same eight-archetype taxonomy as the C#/Go/R generators: scalar/batch, multi-output, bars, profile, values-profile, array-input). The opaque handle is a `MemorySegment` freed by a registered `java.lang.ref.Cleaner` action; multi-output returns a `record` (`null` at warmup), bars a `record[]`, profiles a record with a trailing `double[]`. The hand-written `WickraNative` resolves the native library (a bundled per-platform copy, or a `target/release` fallback for local development) and validates it against a sentinel symbol. repr(C) struct offsets are computed in the generator so the FFM reads land on the exact bytes.
- **`examples/java`** — the full example suite mirroring C/C#/Go/R: streaming, backtest, multi_timeframe, parallel_assets (parallel streams), three strategies, and `FetchBtcusdt`/`LiveBinance`.
- **CI** — a `java` job builds the C ABI library, sets up JDK 22 (Temurin, with a CDN-flake retry), runs the archetype test suite and the seven offline examples on Linux, macOS and Windows.
- **Release** — a gated `java-publish` job (skipped until the `JAVA_PUBLISH_ENABLED` repository variable is set) stages the native libraries from the `wickra-c-<triple>.tar.gz` assets into the binding's resources and deploys to Maven Central with GPG signing. Independent of the GitHub-release job, like the NuGet job.
- **Docs** — Java added to the README languages table, project layout, building/testing and comparison table, CONTRIBUTING, ARCHITECTURE, the examples index, the issue/PR templates, the About-description template, and the other binding READMEs.

## Requirements
Java 22+ (the FFM API is final since Java 22). The binding requires `--enable-native-access=ALL-UNNAMED` at runtime; the test and example runners pass it automatically.

No Rust crate or `Cargo.toml` change — the Java binding is standalone and additive. The generated `*.java` are committed (like the node `index.js`/`index.d.ts`); the generator stays private.
2026-06-09 20:30:29 +02:00

1.6 KiB

name, about, title, labels, assignees
name about title labels assignees
Performance regression Report a measurable slowdown, memory blowup, or throughput drop. [Perf] <indicator / API> regressed in <version>
performance
regression
triage

Summary

Affected code path

  • Indicator / API: e.g. EMA.update
  • Binding: Rust / Python / Node / Wasm / C ABI / C# (.NET) / Go / Java / R
  • Hot loop or one-shot call?

Versions compared

Version Throughput / latency / memory Notes
0.4.1 e.g. 12.3 ns/iter baseline (Good)
0.4.2 e.g. 38.7 ns/iter regressed

Benchmark / reproducer

cargo bench --bench ema -- --save-baseline new
ema/update              time:   [38.5 ns 38.7 ns 38.9 ns]
                        change: [+213.4% +214.8% +216.1%] (p = 0.00 < 0.05)
                        Performance has regressed.

Hardware / environment

Field Value
CPU e.g. Ryzen 9 9950X, AVX2 + AVX512
OS / arch e.g. Linux 6.8 x86_64
Toolchain rustc 1.x.y
Build flags RUSTFLAGS=..., --release, profile

Suspected cause