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wickra/.github/ISSUE_TEMPLATE/performance_regression.md
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kingchencandGitHub b7ef63400d Add the R binding over the C ABI hub (#230)
Adds an R binding (`bindings/r`) over the C ABI hub — the third language stecker after C# and Go, reaching the hub through R's native `.Call` interface (not extendr).

## What's here
- **`bindings/r`** — an R package exposing all 514 indicators as constructors that return a `wickra_indicator` object with generic `update`/`batch`/`reset` methods. The C glue (`src/wickra.c`) and R wrappers (`R/indicators.R`) are generated from `bindings/c/include/wickra.h` (same archetype taxonomy as the C#/Go generators: scalar/batch, multi-output, bars, profile, profile-values, array-input). The opaque handle is an R external pointer freed by a registered finalizer; multi-output returns a named vector (`NA` at warmup), bars a matrix, profiles a list.
- **`examples/r`** — the full example suite mirroring C/C#/Go: streaming, backtest, multi_timeframe, parallel_assets (`mclapply`), three strategies, and `fetch_btcusdt`/`live_binance`.
- **CI** — an `r` job builds the C ABI library, installs the package, runs the `testthat` suite and the offline examples on Linux, macOS and Windows (`R CMD check` is clean: 0 warnings, 0 notes).
- **Docs** — R added to the README languages table, project layout, building/testing, CONTRIBUTING binding table + regenerate note, ARCHITECTURE, examples index, issue/PR templates, the About-description template, and the other binding READMEs.

## Linking / distribution
The package compiles a thin `.Call` glue layer against the prebuilt C ABI library (header via `WICKRA_INCLUDE_DIR`, library via `WICKRA_LIB_DIR`). On Windows the package's own `wickra.dll` would collide with the C ABI's `wickra.dll`, so `configure.win` stages a renamed copy (`wickra_abi.dll`) and builds an import library referencing it; `install.libs.R` bundles the DLL and `.onLoad` puts it on the load path. On Linux/macOS the rpath locates the shared library. No `release.yml` change — R is distributed via r-universe / source install (gated).

No Rust crate or `Cargo.toml` change — the R package is standalone and additive.
2026-06-09 19:18:40 +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 / 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