release: bump 0.8.3 -> 0.8.4 (#256 )

Version bump `0.8.3` → `0.8.4`. Ships the work merged via #254: ### Fixed - A single non-finite (NaN/inf) tick no longer poisons indicator state — 38 more scalar/pairwise indicators (linear-regression family, rolling quantiles/IQR, `Variance`/`StdDev`-derived stats, `Kurtosis`/`Skewness`, trailing stops, `KalmanHedgeRatio`, `SpreadBollingerBands`, …) now reject non-finite input and return `None`, joining the 16 pairwise indicators fixed earlier. ### Added - Catalogue-wide property-based invariant harness (`crates/wickra-core/tests/invariants.rs`) asserting `batch == streaming`, `reset == fresh`, and non-finite-input rejection for every indicator and bar-builder. ### Changed - CI: every job now has a runtime cap and the flaky Node test step auto-retries. - Documentation accuracy fixes in `SECURITY.md`, `ARCHITECTURE.md`, and `THREAT_MODEL.md`. Bump touches the manual release touchpoints only (`Cargo.toml`/`Cargo.lock`, Python/Node/Java/C#/R manifests, lockfiles, `SECURITY.md`, `CHANGELOG.md`). docs/webpage version strings are left to `sync-about.yml` on the tag.
test(core): catalogue-wide invariant harness + guard non-finite input in 38 indicators (#254 )
2026-06-11 14:57:15 +02:00 · 2026-06-11 14:51:46 +02:00 · 2026-06-11 03:28:19 +02:00 · 2026-06-11 03:27:05 +02:00 · 2026-06-11 03:01:24 +02:00 · 2026-06-11 01:38:54 +02:00
1297 changed files with 89156 additions and 139 deletions
@@ -11,8 +11,24 @@ bindings/c/include/wickra.h text eol=lf
 *.cs text eol=lf

 # Go sources (including the generated binding) are pinned to LF so gofmt's CI
-# check never trips on a CRLF checkout on Windows.
+# check never trips on a CRLF checkout on Windows. The vendored C ABI header is
+# a committed copy of bindings/c/include/wickra.h (the parent dir is outside the
+# Go module), pinned to LF so the drift check never trips on CRLF.
 *.go text eol=lf
 go.mod text eol=lf
 go.sum text eol=lf
+bindings/go/include/wickra.h text eol=lf
+
+# Java sources (including the generated binding) are pinned to LF so the
+# committed files stay stable regardless of the committer's autocrlf setting.
+*.java text eol=lf
+
+# R binding: `R CMD check` requires LF in sources, Makevars and shell scripts.
+*.R text eol=lf
+*.Rd text eol=lf
+bindings/r/configure text eol=lf
+bindings/r/configure.win text eol=lf
+bindings/r/src/Makevars.in text eol=lf
+bindings/r/src/Makevars.win text eol=lf
+bindings/r/src/wickra.c text eol=lf

@@ -30,7 +30,7 @@ assignees: ""
 ## Environment

 - Wickra version:
- Language / binding: <!-- Rust crate / Python / Node / WASM / C ABI / C# (.NET) / Go -->
+- Language / binding: <!-- Rust crate / Python / Node / WASM / C ABI / C# (.NET) / Go / Java / R -->
 - OS and architecture:
 - Rust / Python / Node / .NET version (If relevant):

@@ -16,6 +16,11 @@ assignees: []
 - [ ] Python (`pip install wickra`)
 - [ ] Node.js (`npm install wickra`)
 - [ ] WebAssembly
+- [ ] C ABI (`bindings/c`)
+- [ ] C# / .NET (`Wickra` on NuGet)
+- [ ] Go (`bindings/go`)
+- [ ] Java (`org.wickra:wickra` on Maven Central)
+- [ ] R (`bindings/r`)
 - [ ] Docs / examples only

 ## Environment
@@ -28,6 +28,8 @@ assignees: ""
 - [ ] Should be exposed in the C ABI
 - [ ] Should be exposed in the C# / .NET binding
 - [ ] Should be exposed in the Go binding
+- [ ] Should be exposed in the Java binding
+- [ ] Should be exposed in the R binding

 ## Additional context

@@ -13,7 +13,7 @@ assignees: []
 ## Affected code path

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

 ## Versions compared
@@ -33,4 +33,4 @@ import wickra as ta
 ## Environment (Only if relevant)

 - Wickra version: `e.g. 0.4.2`
- Binding: `Rust / Python / Node / Wasm / C ABI / C# (.NET) / Go`
+- Binding: `Rust / Python / Node / Wasm / C ABI / C# (.NET) / Go / Java / R`
@@ -22,7 +22,7 @@
 - [ ] `cargo clippy --workspace --all-targets -- -D warnings` is clean.
 - [ ] `cargo test --workspace` passes.
 - [ ] New behaviour has tests; bug fixes have a regression test.
- [ ] Public API changes are mirrored in the Python / Node / WASM bindings, and the C ABI + C# + Go bindings are regenerated
+- [ ] Public API changes are mirrored in the Python / Node / WASM bindings, and the C ABI + C# + Go + Java + R bindings are regenerated
      and their type stubs (If applicable).
 - [ ] The relevant page on the [documentation site](https://docs.wickra.org)
      and the `README.md` are updated (If applicable). Docs edits go to a
@@ -26,6 +26,8 @@ Please fill in the sections below. Delete any that don't apply.
 - [ ] C ABI (`bindings/c`)
 - [ ] C# / .NET binding (`bindings/csharp`)
 - [ ] Go binding (`bindings/go`)
+- [ ] Java binding (`bindings/java`)
+- [ ] R binding (`bindings/r`)
 - [ ] Examples / docs

 ## Linked issues
@@ -34,6 +34,7 @@ jobs:
  rust:
    name: Rust ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -104,6 +105,7 @@ jobs:
  examples-smoke:
    name: Examples (syntax smoke)
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
@@ -193,6 +195,7 @@ jobs:
  clippy-bindings:
    name: Clippy bindings
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
@@ -276,6 +279,7 @@ jobs:
  msrv:
    name: ${{ matrix.name }}
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -324,6 +328,7 @@ jobs:
  coverage:
    name: Coverage
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
@@ -365,6 +370,7 @@ jobs:
  supply-chain:
    name: Supply-chain (cargo-deny)
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
@@ -383,6 +389,7 @@ jobs:
  fuzz-smoke:
    name: Fuzz (smoke)
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
@@ -436,6 +443,7 @@ jobs:
  python:
    name: Python ${{ matrix.python-version }} on ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -517,6 +525,7 @@ jobs:
  wasm:
    name: WASM build
    runs-on: ubuntu-latest
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
@@ -560,6 +569,7 @@ jobs:
  node:
    name: Node ${{ matrix.node-version }} on ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -618,13 +628,22 @@ jobs:
        # exist yet for win32-x64-msvc).
        run: npx napi build --platform --release

+      # The Node test process has wedged on macOS runners (the step hung for
+      # 1h+ while the same tests passed in ~1.5 min elsewhere). Wrap it so a
+      # hung attempt is killed after 6 min and retried once, rather than
+      # running up to the job-level backstop. A normal run is under a minute.
      - name: Run Node tests
-        working-directory: bindings/node
-        run: node --test __tests__/
+        uses: nick-fields/retry@ad984534de44a9489a53aefd81eb77f87c70dc60 # v4.0.0
+        with:
+          timeout_minutes: 6
+          max_attempts: 2
+          command: cd bindings/node && node --test __tests__/
+          shell: bash

  c-abi:
    name: C ABI on ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -680,6 +699,7 @@ jobs:
  csharp:
    name: C# on ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -730,6 +750,7 @@ jobs:
  go:
    name: Go on ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
    strategy:
      fail-fast: false
      matrix:
@@ -778,15 +799,36 @@ jobs:
      - name: Build the C ABI library
        run: cargo build -p wickra-c --release

+      - name: Vendored header in sync with the C ABI
+        shell: bash
+        # bindings/go/include/wickra.h is a committed copy of the cbindgen header
+        # (the parent ../c/include is outside the Go module, so it must be
+        # vendored). Fail if it drifts from the source of truth.
+        run: |
+          if ! diff -u bindings/c/include/wickra.h bindings/go/include/wickra.h; then
+            echo "::error::bindings/go/include/wickra.h is stale — copy bindings/c/include/wickra.h over it"
+            exit 1
+          fi
+
      - name: Stage the native library
        shell: bash
+        # Stage into lib/<goos>_<goarch>/ to match the per-platform cgo LDFLAGS.
+        # CI builds the host target, so RUNNER_OS/ARCH give the right directory
+        # (note macos-latest is arm64).
        run: |
-          mkdir -p bindings/go/lib
-          case "$RUNNER_OS" in
-            Linux)   cp target/release/libwickra.so    bindings/go/lib/ ;;
-            macOS)   cp target/release/libwickra.dylib  bindings/go/lib/ ;;
-            Windows) cp target/release/wickra.dll       bindings/go/lib/ ;;
+          case "$RUNNER_ARCH" in
+            X64) arch=amd64 ;;
+            ARM64) arch=arm64 ;;
+            *) echo "::error::unsupported RUNNER_ARCH '$RUNNER_ARCH'"; exit 1 ;;
          esac
+          case "$RUNNER_OS" in
+            Linux)   dir="linux_$arch";   lib=target/release/libwickra.so ;;
+            macOS)   dir="darwin_$arch";  lib=target/release/libwickra.dylib ;;
+            Windows) dir="windows_$arch"; lib=target/release/wickra.dll ;;
+          esac
+          mkdir -p "bindings/go/lib/$dir"
+          cp "$lib" "bindings/go/lib/$dir/"
+          echo "WICKRA_GO_LIBDIR=$PWD/bindings/go/lib/$dir" >> "$GITHUB_ENV"

      - name: Go info
        run: go version
@@ -801,9 +843,11 @@ jobs:

      - name: Vet and test the Go binding
        shell: bash
-        # On Windows there is no rpath; the loader resolves wickra.dll via PATH.
+        # On Windows there is no rpath; the loader resolves wickra.dll via PATH
+        # (WICKRA_GO_LIBDIR is the per-platform staged lib dir). Linux/macOS use
+        # the rpath baked by the per-platform cgo LDFLAGS.
        run: |
-          export PATH="$PWD/bindings/go/lib:$PATH"
+          export PATH="$WICKRA_GO_LIBDIR:$PATH"
          cd bindings/go
          go vet ./...
          go test ./...
@@ -811,7 +855,7 @@ jobs:
      - name: Build the Go examples
        shell: bash
        run: |
-          export PATH="$PWD/bindings/go/lib:$PATH"
+          export PATH="$WICKRA_GO_LIBDIR:$PATH"
          cd examples/go
          go build ./...

@@ -819,13 +863,157 @@ jobs:
      - name: Run the offline Go examples
        shell: bash
        run: |
-          export PATH="$PWD/bindings/go/lib:$PATH"
+          export PATH="$WICKRA_GO_LIBDIR:$PATH"
          cd examples/go
          for d in streaming backtest multi_timeframe parallel_assets \
                   strategy_rsi_mean_reversion strategy_macd_adx strategy_bollinger_squeeze; do
            go run "./$d"
          done

+  r:
+    name: R on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+    env:
+      WICKRA_INCLUDE_DIR: ${{ github.workspace }}/bindings/c/include
+      WICKRA_LIB_DIR: ${{ github.workspace }}/target/release
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Install Rust toolchain
+        uses: dtolnay/rust-toolchain@29eef336d9b2848a0b548edc03f92a220660cdb8 # stable branch, 2026-03-27
+
+      - name: Cache cargo
+        uses: Swatinem/rust-cache@e18b497796c12c097a38f9edb9d0641fb99eee32 # v2
+        continue-on-error: true
+        timeout-minutes: 6
+
+      # The binding compiles a thin .Call glue layer against the C ABI hub; build
+      # the library first. On Windows configure.win bundles a renamed copy
+      # (wickra_abi.dll) so the package's own wickra.dll does not collide with it.
+      - name: Build the C ABI library
+        run: cargo build -p wickra-c --release
+
+      - name: Set up R
+        uses: r-lib/actions/setup-r@a51a8012b0aab7c32ef9d19bf54da93f3254335e # v2
+        with:
+          r-version: "release"
+          use-public-rspm: true
+
+      # Use the repos configured by setup-r (use-public-rspm) so Linux installs
+      # binary packages — building testthat's deps from source is slow and flaky.
+      - name: Install test dependency
+        run: Rscript -e 'install.packages("testthat")'
+
+      - name: Install and test the R binding
+        shell: bash
+        # github.workspace is a backslash path on Windows; configure(.win) (sh) and
+        # mingw need forward slashes. WICKRA_*_DIR makes configure use the locally
+        # built C ABI (dev override) instead of downloading the release asset, so
+        # CI is version-independent. Deliberately do NOT set LD_LIBRARY_PATH /
+        # DYLD_LIBRARY_PATH: the lib is bundled into the package and must resolve
+        # via the rpath ($ORIGIN / @loader_path) baked by configure — that is the
+        # self-contained install path real users (and r-universe) get.
+        run: |
+          export WICKRA_INCLUDE_DIR="${WICKRA_INCLUDE_DIR//\\//}"
+          export WICKRA_LIB_DIR="${WICKRA_LIB_DIR//\\//}"
+          R CMD INSTALL bindings/r
+          Rscript -e 'library(testthat); library(wickra); test_dir("bindings/r/tests/testthat", stop_on_failure = TRUE)'
+
+      - name: Run the offline R examples
+        shell: bash
+        # No loader-path exports: the installed package is self-contained (bundled
+        # lib + rpath), so the examples exercise exactly what end users run.
+        run: |
+          cd examples/r
+          for f in streaming backtest multi_timeframe parallel_assets \
+                   strategy_rsi_mean_reversion strategy_macd_adx strategy_bollinger_squeeze; do
+            Rscript "$f.R"
+          done
+
+      # fetch_btcusdt / live_binance need the network (and jsonlite / websocket);
+      # build-check that they parse without running them.
+      - name: Parse the network R examples
+        run: Rscript -e 'invisible(lapply(c("examples/r/fetch_btcusdt.R", "examples/r/live_binance.R"), parse)); cat("network R examples parse OK\n")'
+
+  java:
+    name: Java on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    timeout-minutes: 20 # backstop: cap a wedged job instead of GitHub's 6h default (slowest real job ~5 min)
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Install Rust toolchain
+        uses: dtolnay/rust-toolchain@29eef336d9b2848a0b548edc03f92a220660cdb8 # stable branch, 2026-03-27
+
+      - name: Cache cargo
+        uses: Swatinem/rust-cache@e18b497796c12c097a38f9edb9d0641fb99eee32 # v2
+        continue-on-error: true # cache is an optimisation; never block on a stuck/slow restore
+        timeout-minutes: 6
+
+      # The binding links the C ABI hub at runtime through the Java FFM API; build
+      # it first so WickraNative's development fallback finds
+      # target/release/wickra.{so,dylib,dll}. JDK 22+ is required for the final FFM
+      # API, so it is installed explicitly (runners ship 17/21).
+      - name: Build the C ABI library
+        run: cargo build -p wickra-c --release
+
+      - name: Set up JDK 22
+        id: setup-java
+        continue-on-error: true
+        uses: actions/setup-java@c1e323688fd81a25caa38c78aa6df2d33d3e20d9 # v4
+        with:
+          distribution: temurin
+          java-version: "22"
+          cache: maven
+
+      - name: Retry JDK setup (CDN flake)
+        if: steps.setup-java.outcome == 'failure'
+        shell: bash
+        run: |
+          echo "::warning::setup-java failed (likely CDN flake), waiting 30s before retry..."
+          sleep 30
+
+      - name: Set up JDK 22 (retry)
+        if: steps.setup-java.outcome == 'failure'
+        uses: actions/setup-java@c1e323688fd81a25caa38c78aa6df2d33d3e20d9 # v4
+        with:
+          distribution: temurin
+          java-version: "22"
+          cache: maven
+
+      - name: Java info
+        run: java -version
+
+      # `install` runs the archetype test suite (the real FFI boundary check) and
+      # installs the binding to the local repo so the examples can resolve it.
+      - name: Test and install the Java binding
+        run: mvn -B -f bindings/java install
+
+      - name: Build the Java examples
+        run: mvn -B -f examples/java compile
+
+      # Run only the offline examples (fetch_btcusdt / live_binance need network).
+      - name: Run the offline Java examples
+        shell: bash
+        run: |
+          for cls in Streaming Backtest MultiTimeframe ParallelAssets \
+                     StrategyRsiMeanReversion StrategyMacdAdx StrategyBollingerSqueeze; do
+            mvn -B -q -f examples/java exec:exec -Dexec.mainClass="org.wickra.examples.$cls"
+          done
+
  # The cross-library benchmark has moved to a dedicated scheduled workflow
  # (.github/workflows/bench.yml) — see audit finding R10. It runs nightly
  # at 03:00 UTC and on-demand via `workflow_dispatch`, and is no longer on
@@ -706,6 +706,166 @@ jobs:
          path: nupkg/*.nupkg
          if-no-files-found: error

+  # Publish the Java binding to Maven Central. Independent of the GitHub-release
+  # job so a Java hiccup never blocks the C/C++ asset release. The Maven Central
+  # namespace (org.wickra) is verified; authentication uses the Sonatype Central
+  # Portal token (CENTRAL_USERNAME / CENTRAL_PASSWORD) and artifacts are signed
+  # with the GPG key (GPG_PRIVATE_KEY / GPG_PASSPHRASE). The pom version must
+  # match the release tag (kept in sync by the version-bump checklist).
+  java-publish:
+    name: Publish to Maven Central
+    needs: c-abi-build
+    runs-on: ubuntu-latest
+    environment: release
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Download the C ABI native libraries
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        with:
+          pattern: c-abi-*
+          path: c-abi-artifacts
+
+      - name: Stage native libraries into resources/native/<os>-<arch>
+        shell: bash
+        run: |
+          set -e
+          declare -A PLAT=(
+            [x86_64-unknown-linux-gnu]=linux-x64
+            [aarch64-unknown-linux-gnu]=linux-arm64
+            [x86_64-apple-darwin]=osx-x64
+            [aarch64-apple-darwin]=osx-arm64
+            [x86_64-pc-windows-msvc]=win-x64
+            [aarch64-pc-windows-msvc]=win-arm64
+          )
+          base=bindings/java/src/main/resources/native
+          for target in "${!PLAT[@]}"; do
+            archive=$(find c-abi-artifacts -name "wickra-c-$target.tar.gz" | head -1)
+            if [ -z "$archive" ]; then
+              echo "::error::missing native artifact for $target"; exit 1
+            fi
+            tmp=$(mktemp -d); tar -xzf "$archive" -C "$tmp"
+            dest="$base/${PLAT[$target]}"; mkdir -p "$dest"
+            for f in libwickra.so libwickra.dylib wickra.dll; do
+              src=$(find "$tmp" -name "$f" | head -1)
+              [ -n "$src" ] && cp "$src" "$dest/"
+            done
+            echo "staged ${PLAT[$target]}:"; ls -l "$dest"
+          done
+
+      # setup-java writes a settings.xml with the 'central' server credentials
+      # (mapped from the env vars below) and imports the GPG signing key.
+      - name: Set up JDK 22 + Maven Central credentials + GPG
+        uses: actions/setup-java@c1e323688fd81a25caa38c78aa6df2d33d3e20d9 # v4
+        with:
+          distribution: temurin
+          java-version: "22"
+          server-id: central
+          server-username: CENTRAL_USERNAME
+          server-password: CENTRAL_PASSWORD
+          gpg-private-key: ${{ secrets.GPG_PRIVATE_KEY }}
+          gpg-passphrase: GPG_PASSPHRASE
+
+      - name: Deploy to Maven Central
+        env:
+          CENTRAL_USERNAME: ${{ secrets.CENTRAL_USERNAME }}
+          CENTRAL_PASSWORD: ${{ secrets.CENTRAL_PASSWORD }}
+          GPG_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }}
+        run: mvn -B -f bindings/java -Prelease deploy -DskipTests
+
+  # Mirror the in-repo Go module (bindings/go) to the standalone wickra-go
+  # repository so `go get github.com/wickra-lib/wickra-go` builds with no extra
+  # steps. The in-repo module keeps the prebuilt libraries git-ignored; the
+  # mirror commits them per platform under lib/<goos>_<goarch>/ alongside the
+  # vendored header. Independent of the GitHub-release job so a Go hiccup never
+  # blocks the C/C++ asset release. The push uses a fine-grained PAT
+  # (WICKRA_GO_MIRROR_TOKEN, contents:write on wickra-go); the mirror is a
+  # derived artifact, so its bot commit is intentionally unsigned.
+  go-mirror:
+    name: Mirror the Go module to wickra-go
+    needs: c-abi-build
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Download the C ABI native libraries
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        with:
+          pattern: c-abi-*
+          path: c-abi-artifacts
+
+      - name: Assemble the wickra-go module tree
+        shell: bash
+        run: |
+          set -e
+          out=wickra-go-module
+          mkdir -p "$out/include" "$out/lib"
+          # Single-package Go source + vendored C ABI header.
+          cp bindings/go/*.go "$out/"
+          cp bindings/go/include/wickra.h "$out/include/"
+          cp bindings/go/README.md "$out/"
+          # Ship the dual license so pkg.go.dev detects a redistributable license.
+          cp LICENSE-MIT LICENSE-APACHE "$out/"
+          # Standalone module path (the in-repo go.mod points at the subdir).
+          printf 'module github.com/wickra-lib/wickra-go\n\ngo 1.23\n' > "$out/go.mod"
+          # Point install instructions at the standalone module path.
+          sed -i 's#github.com/wickra-lib/wickra/bindings/go#github.com/wickra-lib/wickra-go#g' \
+            "$out/README.md" "$out"/*.go
+          # Stage each prebuilt library under lib/<goos>_<goarch>/ (committed in
+          # the mirror, unlike the in-repo lib/.gitignore). "<dir> <libfile>".
+          declare -A GO=(
+            [x86_64-unknown-linux-gnu]="linux_amd64 libwickra.so"
+            [aarch64-unknown-linux-gnu]="linux_arm64 libwickra.so"
+            [x86_64-apple-darwin]="darwin_amd64 libwickra.dylib"
+            [aarch64-apple-darwin]="darwin_arm64 libwickra.dylib"
+            [x86_64-pc-windows-msvc]="windows_amd64 wickra.dll"
+            [aarch64-pc-windows-msvc]="windows_arm64 wickra.dll"
+          )
+          for target in "${!GO[@]}"; do
+            read -r dir libfile <<< "${GO[$target]}"
+            archive=$(find c-abi-artifacts -name "wickra-c-$target.tar.gz" | head -1)
+            if [ -z "$archive" ]; then
+              echo "::error::missing native artifact for $target"; exit 1
+            fi
+            tmp=$(mktemp -d); tar -xzf "$archive" -C "$tmp"
+            src=$(find "$tmp" -name "$libfile" | head -1)
+            if [ -z "$src" ]; then
+              echo "::error::missing $libfile for $target"; exit 1
+            fi
+            mkdir -p "$out/lib/$dir"; cp "$src" "$out/lib/$dir/"
+          done
+          echo "assembled module:"; find "$out" -type f | sort
+
+      - name: Push to wickra-go and tag the release
+        shell: bash
+        env:
+          MIRROR_TOKEN: ${{ secrets.WICKRA_GO_MIRROR_TOKEN }}
+        run: |
+          set -e
+          version="${GITHUB_REF_NAME#v}"
+          remote="https://x-access-token:${MIRROR_TOKEN}@github.com/wickra-lib/wickra-go.git"
+          git clone -q "$remote" mirror-repo
+          cd mirror-repo
+          git config user.name "wickra-bot"
+          git config user.email "support@wickra.org"
+          git symbolic-ref HEAD refs/heads/main
+          # Replace all tracked content with the freshly assembled tree.
+          find . -mindepth 1 -maxdepth 1 -not -name .git -exec rm -rf {} +
+          cp -r ../wickra-go-module/. .
+          git add -A
+          if git diff --cached --quiet; then
+            echo "wickra-go already up to date; tagging only"
+          else
+            git -c commit.gpgsign=false commit -q -m "Release v$version"
+          fi
+          git push origin HEAD:refs/heads/main
+          git tag "v$version"
+          git push origin "v$version"
+
  github-release:
    name: Attach assets to the draft GitHub Release
    needs: [cargo-publish, python-publish, node-publish, wasm-publish, c-abi-build]
@@ -86,10 +86,17 @@ jobs:
      # merge ref) so the counter check validates exactly what will land. On
      # push events we check out the default ref. No push is made, so a shallow
      # checkout is enough.
+      #
+      # Check out by head SHA, not head ref (branch name): a fast `gh pr merge
+      # --squash --delete-branch` deletes the head branch the moment the PR
+      # merges, often before this queued read-only check reaches its checkout.
+      # Fetching the now-gone `refs/heads/<branch>` then fails the run (exit 1).
+      # The head SHA stays reachable via `refs/pull/N/head` after the branch is
+      # gone, so the checkout — and the run — survives an instant merge.
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          fetch-depth: 1
-          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.ref || github.ref }}
+          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.ref }}
          repository: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.repo.full_name || github.repository }}

      - name: Count indicators
@@ -149,7 +156,7 @@ jobs:
          # actually live (Cloudflare Pages, P8.1); merging this PR is therefore
          # gated on the domain resolving, otherwise the About link would 404.
          homepage="https://docs.wickra.org"
-          desc="Streaming-first technical indicators with a Rust core and Python, Node.js, WebAssembly, C ABI, .NET, and Go bindings. ${n} indicators, O(1) per-tick updates, no system dependencies. Drop-in TA-Lib replacement."
+          desc="Streaming-first technical indicators with a Rust core and Python, Node.js, WebAssembly, C ABI, .NET, Go, Java, and R bindings. ${n} indicators, O(1) per-tick updates, no system dependencies. Drop-in TA-Lib replacement."
          # Enforce the homepage unconditionally — it is a constant, so this both
          # corrects the stale kingchenc URL and self-heals any future drift.
          # Same Administration-write permission as --description (no extra scope).
@@ -325,20 +332,28 @@ jobs:
            exit 0
          fi
          cd docs-ver
-          # Published-versions table rows (crates.io / PyPI / npm): replace only the
-          # version number, leaving the trailing padding + pipe intact. The '.' in
-          # the quickstart pattern matches the literal backtick around the version
-          # without needing a backtick in this shell string. Historical "since
-          # X.Y.Z" references contain no such anchor and are never matched.
-          sed -i -E "s/^(\| (crates\.io|PyPI|npm) .*\| )[0-9]+\.[0-9]+\.[0-9]+/\1${version}/" overview.md
+          # Published-versions table rows (all registries): replace only the
+          # version number, leaving the trailing padding + pipe intact. The
+          # registry name is matched whether plain or wrapped in a markdown link
+          # (\[?...\]?). The '.' in the quickstart pattern matches the literal
+          # backtick around the version without needing a backtick in this shell
+          # string. Historical "since X.Y.Z" references contain no such anchor and
+          # are never matched.
+          sed -i -E "s/^(\| \[?(crates\.io|PyPI|npm|NuGet|Maven Central|Go|r-universe)\]?.*\| )[0-9]+\.[0-9]+\.[0-9]+/\1${version}/" overview.md
          sed -i -E "s/(published crate is at version .)[0-9]+\.[0-9]+\.[0-9]+/\1${version}/" Quickstart-Rust.md
+          # Quickstart-Java is the only quickstart whose install block pins a
+          # version (the Maven `<version>` tag and the `org.wickra:wickra:<v>`
+          # Gradle coordinate). Java publishes on every release, so it tracks the
+          # same ${version}.
+          sed -i -E "s|<version>[0-9]+\.[0-9]+\.[0-9]+</version>|<version>${version}</version>|" Quickstart-Java.md
+          sed -i -E "s|(org\.wickra:wickra:)[0-9]+\.[0-9]+\.[0-9]+|\1${version}|" Quickstart-Java.md
          if git diff --quiet; then
            echo "Docs version already at ${version}."
            exit 0
          fi
          git config user.name "wickra-bot"
          git config user.email "wickra-bot@users.noreply.github.com"
-          git add overview.md Quickstart-Rust.md
+          git add overview.md Quickstart-Rust.md Quickstart-Java.md
          git commit -m "chore: sync published version to ${version}"
          if ! git push 2>/dev/null; then
            echo "::warning::push to wickra-lib/wickra-docs failed — ABOUT_SYNC_TOKEN likely lacks write (findings P10.0a)."
@@ -424,6 +439,14 @@ jobs:
          sed -i -E "s/(Latest:\*\* \[.wickra(-wasm)? )[0-9]+\.[0-9]+\.[0-9]+/\1${version}/" api/*.md
          sed -i -E "s/(text: .v)[0-9]+\.[0-9]+\.[0-9]+/\1${version}/" .vitepress/config.ts
          sed -i -E "s/(.wickra-wasm.: .\^)[0-9]+\.[0-9]+\.[0-9]+/\1${version}/" package.json
+          # Java is the only target whose install snippet pins a version: the
+          # Maven `<version>` tag in the api/java.md dependency block and the
+          # home-page install tab in index.md, plus any `org.wickra:wickra:<v>`
+          # Gradle coordinate. Java publishes on every release, so it tracks the
+          # same ${version} as the rest. (Other languages' api/*.md carry a
+          # "Latest:" line handled above; Java uses the XML snippet instead.)
+          sed -i -E "s|<version>[0-9]+\.[0-9]+\.[0-9]+</version>|<version>${version}</version>|" api/java.md index.md
+          sed -i -E "s|(org\.wickra:wickra:)[0-9]+\.[0-9]+\.[0-9]+|\1${version}|" api/java.md index.md
          # Keep package-lock.json in sync with the package.json bump. The site's
          # Cloudflare build runs `npm clean-install` (npm ci), which hard-fails
          # with EUSAGE if the lockfile still pins the previous wickra-wasm —
@@ -442,7 +465,7 @@ jobs:
          fi
          git config user.name "wickra-bot"
          git config user.email "wickra-bot@users.noreply.github.com"
-          git add api/*.md .vitepress/config.ts package.json package-lock.json
+          git add api/*.md index.md .vitepress/config.ts package.json package-lock.json
          git commit -m "chore: sync published version to ${version}"
          if ! git push 2>/dev/null; then
            echo "::warning::push to wickra-lib/webpage failed — ABOUT_SYNC_TOKEN likely lacks write (findings P10.0a)."
@@ -55,6 +55,7 @@ bindings/node/npm-debug.log*

 # WASM build output
 bindings/wasm/pkg/
+bindings/wasm/pkg-node/

 # Python venv
 .venv/
@@ -7,7 +7,7 @@ for the day-to-day workflow.

 ## Workspace layout

-Wickra is a Cargo workspace of three Rust crates plus three binding crates.
+Wickra is a Cargo workspace of three Rust crates plus four binding crates.
 The split is deliberate: every concern that one user might want to disable
 or replace lives behind a separate crate boundary.

@@ -20,7 +20,7 @@ or replace lives behind a separate crate boundary.
   ┌───────────▼──────────┐            ┌──────────▼─────────┐
   │    wickra-core       │            │    wickra-data     │
   │   indicator engine   │            │  i/o + aggregation │
-   │   • 214 indicators   │            │  • CSV reader      │
+   │   • 514 indicators   │            │  • CSV reader      │
   │   • Indicator trait  │            │  • Tick aggregator │
   │   • BatchExt impl    │            │  • Resampler       │
   │   • OHLCV / Candle   │            │  • Live feeds      │
@@ -46,8 +46,9 @@ wasm-bindgen). The C ABI is the *hub* every other C-capable language links
 against: it builds to a `cdylib`/`staticlib` plus a generated `wickra.h`, and
 downstream languages link that one artifact rather than each re-wrapping the
 core. C and C++ link it directly; the **C# / .NET** binding (`bindings/csharp`,
-on NuGet) and the **Go** binding (`bindings/go`, cgo) are generated from
-`wickra.h`, with Java / R planned the same way.
+on NuGet), the **Go** binding (`bindings/go`, cgo), the **R** binding
+(`bindings/r`, `.Call`) and the **Java** binding (`bindings/java`, the Java FFM
+API / Panama, on Maven Central) are all generated from `wickra.h`.

 | Crate | Path | What it owns | Public deps |
 |---|---|---|---|
@@ -202,14 +203,17 @@ typed object arrays for Node/WASM).

 A handful of indicators need care beyond naive accumulation:

- **Welford's online variance** is used in `StdDev`, `Variance`, `ZScore`,
-  `BollingerBands`, and several others. Standard sum-of-squares is
-  catastrophically lossy for low-variance inputs; Welford's recurrence
-  keeps O(eps) error.
- **Kahan summation** is used wherever rolling sums could span > 1e6
-  elements without resetting — currently only Hurst-exponent's R/S
-  chunks. Most rolling sums are bounded by the window size and don't need
-  it.
+- **Rolling variance is running-sum, not Welford.** The sliding-window
+  variance family — `StdDev`, `Variance`, `ZScore`, `Bollinger` — keeps
+  running `Σx` and `Σx²` over the window and reports `var = Σx²/n − mean²`,
+  clamping to zero the tiny negative values floating-point cancellation can
+  produce. `Bollinger` periodically reseeds its `Σx²` from the live window
+  so error cannot accumulate over a long stream. Welford's online algorithm
+  (an incremental `M2` accumulator) does **not** transfer cleanly to a
+  sliding window — removing the oldest point from `M2` is numerically
+  unstable — so it is used only where the statistic is *not* a fixed
+  window: `IntradayVolatilityProfile` and `SeasonalZScore` accumulate
+  per-bucket variance that way.
 - **Logarithm bases** matter for some indicators (Hurst, MFI). Wickra
  uses natural log everywhere unless the reference math explicitly
  requires `log10` or `log2` — and then it documents the choice in the
@@ -326,9 +330,9 @@ re-discovering them.
 - **`FAMILIES` (from PR #60) is hand-maintained.** Adding a new
  indicator requires a separate entry in `FAMILIES`. The
  `total_count_matches_expected` test will fail if you forget.
- **WASM does not have automated tests yet.** Smoke-validated only
-  through the manual examples. Adding `wasm-bindgen-test` coverage is
-  on the roadmap.
+- **WASM is covered by `wasm-bindgen-test`.** `bindings/wasm/src/lib.rs`
+  carries 21 in-crate tests (run under `wasm-pack test` in CI), in
+  addition to the manual browser examples.

 For the high-level project goals see [`ROADMAP.md`](ROADMAP.md); for
 day-to-day contribution mechanics see [`CONTRIBUTING.md`](CONTRIBUTING.md).
@@ -94,3 +94,75 @@ cargo bench -p wickra-bench            # Rust core vs kand / ta-rs / yata
 pip install -e bindings/python[bench]  # Python peers
 python -m benchmarks.compare_libraries
 ```
+
+## 3. Per-binding throughput — the cost of the boundary
+
+The sections above compare Wickra against other libraries, which only exists for
+Python and Rust (there is no comparable streaming TA library for C, C#, Go, Java,
+R or WebAssembly to benchmark against). Every binding calls the **same** Rust
+core, so these per-binding benchmarks are **not** a speed claim and **not** a
+cross-library ratio — they document the raw cost of crossing each language's FFI
+boundary, in million updates per second (Mupd/s).
+
+Each binding ships a small `throughput` benchmark that feeds a synthetic OHLCV
+series through three indicators chosen by call-signature archetype — `SMA(20)`
+(1-in → 1-out), `ATR(14)` (multi-in → 1-out) and `MACD(12,26,9)` (1-in →
+multi-out). Two things fall out of the numbers:
+
+- **Batch converges.** A `batch` call crosses the boundary once and the Rust core
+  computes the whole series internally, so batch throughput is roughly the same
+  in every binding — close to the core speed.
+- **Streaming reveals the boundary.** A per-tick `update` crosses the boundary
+  once per value, so streaming throughput is where the bindings differ: the raw C
+  ABI and P/Invoke-style calls are nearly free, while managed or interpreted
+  per-call marshalling (cgo, FFM, the R/WASM boundary) costs more per tick.
+
+The Rust core ships the same benchmark with **no** FFI boundary
+(`examples/rust/.../throughput.rs`) — it is the ceiling each binding is measured
+against and the value the batch paths converge towards.
+
+`SMA(20)`, 200 000 bars, median of 3 runs, on the reference machine (Windows 11,
+AMD Ryzen 9 9950X):
+
+| Target               | streaming (Mupd/s) | batch (Mupd/s) |
+|----------------------|-------------------:|---------------:|
+| Rust core (no FFI)   |                391 |            500 |
+| C                    |                383 |            330 |
+| C# / .NET            |                337 |            244 |
+| Python               |                 33 |            488 |
+| Java                 |                 28 |            175 |
+| Go                   |                 24 |            400 |
+| WebAssembly          |                 19 |            167 |
+| Node.js              |                 17 |             10 |
+| R                    |                0.1 |            193 |
+
+Streaming spans more than three orders of magnitude — the raw C ABI (383) is
+nearly the FFI-free Rust ceiling (391), while R's per-call interpreter overhead
+(0.1) makes streaming ~2000× slower than its own batch. Batch converges near the
+core speed for the zero-copy bindings (numpy, slices, typed arrays); the two
+outliers are Node — whose napi `batch` boxes every element into a JS `Array` —
+and R. These are machine-dependent and reflect FFI overhead, not algorithm
+speed.
+
+These are throughput numbers, not competitive numbers — the "Wickra is fast"
+claim lives in sections 1 and 2 (Rust core + the Python/Rust cross-library runs).
+
+Run any target's benchmark (build the C ABI library first where it links one):
+
+```bash
+cargo run -p wickra-examples --release --bin throughput           # Rust core baseline (no FFI)
+
+node bindings/node/benchmarks/throughput.js                       # native napi-rs
+( cd bindings/python && python -m benchmarks.throughput )         # native PyO3
+( cd bindings/wasm && wasm-pack build --target nodejs --out-dir pkg-node --release ) \
+  && node bindings/wasm/benchmarks/throughput.mjs                 # wasm boundary
+
+cargo build -p wickra-c --release                                 # the C ABI hub
+cmake -S bindings/c/benchmarks -B build/cbench && cmake --build build/cbench \
+  && ./build/cbench/throughput                                    # raw C ABI
+dotnet run -c Release --project bindings/csharp/benchmarks        # C# / .NET (P/Invoke)
+( cd bindings/go/benchmarks && go run . )                         # Go (cgo)
+mvn -q -f bindings/java install -DskipTests \
+  && mvn -q -f bindings/java/benchmarks exec:exec -Dexec.mainClass=org.wickra.benchmarks.Throughput
+Rscript bindings/r/benchmarks/throughput.R                        # R (.Call)
+```
@@ -7,6 +7,105 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

 ## [Unreleased]

+## [0.8.4] - 2026-06-11
+### Fixed
+- A single non-finite (NaN/inf) tick no longer poisons indicator state.
+  The 16 pairwise running-sum/buffer indicators fixed first (`Beta`,
+  `BetaNeutralSpread`, `Cointegration`, `HasbrouckInformationShare`,
+  `PearsonCorrelation`, `RollingCorrelation`, `RollingCovariance`,
+  `DistanceSsd`, `GrangerCausality`, `KendallTau`, `LeadLagCrossCorrelation`,
+  `OuHalfLife`, `SpearmanCorrelation`, `SpreadAr1Coefficient`, `SpreadHurst`,
+  `VarianceRatio`) were joined by 38 more scalar/pairwise indicators the new
+  property harness surfaced (the linear-regression family, rolling quantiles
+  and IQR, `Variance`/`StdDev`-derived stats, `Kurtosis`/`Skewness`, the
+  trailing stops, `KalmanHedgeRatio`, `SpreadBollingerBands`, and more). Every
+  `f64` / `(f64, f64)` indicator now rejects non-finite input and returns
+  `None`, matching the streaming-robustness guarantee — and the harness enforces
+  it going forward.
+
+### Added
+- Catalogue-wide property-based invariant harness
+  (`crates/wickra-core/tests/invariants.rs`) asserting `batch == streaming`,
+  `reset == fresh`, and non-finite-input rejection for every indicator and
+  bar-builder.
+
+### Changed
+- CI: every job now has a runtime cap and the historically flaky Node test step
+  auto-retries, so a wedged runner fails fast instead of hanging for hours.
+- Documentation accuracy fixes in `SECURITY.md`, `ARCHITECTURE.md`, and
+  `THREAT_MODEL.md` (supported version, indicator count, WASM test coverage,
+  numerical-stability notes, and the C-ABI panic strategy).
+
+## [0.8.3] - 2026-06-10
+### Added
+- **Per-binding throughput benchmarks** — every target now ships a `throughput`
+  benchmark mirroring the Node `throughput.js`: streaming and batch
+  updates-per-second for `SMA(20)`, `ATR(14)` and `MACD(12,26,9)` over a
+  synthetic OHLCV series. New for Python (`bindings/python/benchmarks/`), C
+  (`bindings/c/benchmarks/`), C# (`bindings/csharp/benchmarks/`), Go
+  (`bindings/go/benchmarks/`), Java (`bindings/java/benchmarks/`), R
+  (`bindings/r/benchmarks/`), WebAssembly (`bindings/wasm/benchmarks/`) and the
+  Rust core baseline (`examples/rust/.../throughput.rs`, no FFI). They measure
+  each binding's FFI overhead — the same Rust core runs underneath all of them —
+  and are documented in [BENCHMARKS.md](BENCHMARKS.md) §3, not a cross-library
+  speed claim.
+- **C ABI archetype test** — `examples/c/archetypes.c` exercises one indicator
+  per FFI archetype (scalar, multi-output, bars, profile, array input) through
+  the C boundary, matching the Go/R/Java suites.
+
+## [0.8.2] - 2026-06-10
+### Fixed
+- **R binding builds for WebAssembly** — `bindings/r/configure` now builds the
+  C ABI from source for the `wasm32-unknown-emscripten` target (r-universe /
+  webR) using the build image's cargo + emscripten, instead of failing with
+  "unsupported OS Emscripten". rayon is dropped on wasm via
+  `--no-default-features`; the indicators are pure computation, so the serial
+  path is functionally identical.
+
+## [0.8.1] - 2026-06-10
+### Fixed
+- **`wickra-go` license** — the release-time Go module mirror now ships the dual
+  `LICENSE-MIT` and `LICENSE-APACHE` files, so pkg.go.dev detects a
+  redistributable license for `github.com/wickra-lib/wickra-go`. The previous
+  mirror shipped no license file.
+
+## [0.8.0] - 2026-06-09
+### Added
+- **Standalone `wickra-go` module** — the Go binding is now mirrored to a
+  dedicated `github.com/wickra-lib/wickra-go` repository on every release, with
+  the prebuilt C ABI libraries committed per platform under
+  `lib/<goos>_<goarch>/` and the C ABI header vendored alongside the source, so
+  `go get github.com/wickra-lib/wickra-go` builds with no extra steps. The
+  in-repo `bindings/go` module is unchanged for repo-clone workflows.
+
+### Changed
+- **Go binding (`bindings/go`) is self-contained** — the C ABI header is now
+  vendored inside the module (`bindings/go/include/wickra.h`) instead of being
+  referenced from the parent `bindings/c` directory, and the cgo link flags
+  resolve the prebuilt library per `GOOS`/`GOARCH` under `lib/<goos>_<goarch>/`.
+  This removes the dependency on a full repository checkout for building the
+  module.
+
+## [0.7.9] - 2026-06-09
+### Added
+- **Java binding (`bindings/java`)** — a Java binding reaching the C ABI hub
+  through the Java Foreign Function & Memory API (Panama, `java.lang.foreign`,
+  final in Java 22) rather than JNI or jextract, exposing all 514 indicators as
+  idiomatic `AutoCloseable` classes. The downcall handles, per-indicator
+  wrappers and output records are generated from `wickra.h`; the opaque handle is
+  a `MemorySegment` freed by a `java.lang.ref.Cleaner` action. Ships a full
+  example suite mirroring the C, C#, Go and R examples; published to Maven
+  Central as `org.wickra:wickra`.
+
+## [0.7.8] - 2026-06-09
+### Added
+- **R binding (`bindings/r`)** — an R package reaching the C ABI hub through R's
+  native `.Call` interface, exposing all 514 indicators as constructors that
+  return a `wickra_indicator` object with `update`/`batch`/`reset` methods. The
+  C glue and R wrappers are generated from `wickra.h`; the native handle is freed
+  by a registered finalizer. Ships a full example suite mirroring the C, C# and
+  Go examples; distributed for r-universe / source install.
+
 ## [0.7.7] - 2026-06-09
 ### Added
 - **Go binding (`bindings/go`)** — a cgo binding over the C ABI hub exposing all
@@ -1443,7 +1542,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
  optional Binance live feed.
 - Bindings for Python, Node.js, and WebAssembly.

-[Unreleased]: https://github.com/wickra-lib/wickra/compare/v0.7.7...HEAD
+[Unreleased]: https://github.com/wickra-lib/wickra/compare/v0.8.4...HEAD
+[0.8.4]: https://github.com/wickra-lib/wickra/compare/v0.8.3...v0.8.4
+[0.8.3]: https://github.com/wickra-lib/wickra/compare/v0.8.2...v0.8.3
+[0.8.2]: https://github.com/wickra-lib/wickra/compare/v0.8.1...v0.8.2
+[0.8.1]: https://github.com/wickra-lib/wickra/compare/v0.8.0...v0.8.1
+[0.8.0]: https://github.com/wickra-lib/wickra/compare/v0.7.9...v0.8.0
+[0.7.9]: https://github.com/wickra-lib/wickra/compare/v0.7.8...v0.7.9
+[0.7.8]: https://github.com/wickra-lib/wickra/compare/v0.7.7...v0.7.8
 [0.7.7]: https://github.com/wickra-lib/wickra/compare/v0.7.6...v0.7.7
 [0.7.6]: https://github.com/wickra-lib/wickra/compare/v0.7.5...v0.7.6
 [0.7.5]: https://github.com/wickra-lib/wickra/compare/v0.7.4...v0.7.5
@@ -24,6 +24,8 @@ licensed as above, without any additional terms or conditions.
 | `bindings/c` | C ABI — `cdylib` + `staticlib` + generated `include/wickra.h`. The hub for C / C++ and any C-capable language. |
 | `bindings/csharp` | .NET binding over the C ABI (`Wickra` on NuGet) — `[LibraryImport]` P/Invoke generated from `wickra.h`. |
 | `bindings/go` | Go binding over the C ABI via cgo (module tag `bindings/go/vX.Y.Z`) — wrappers generated from `wickra.h`. |
+| `bindings/r` | R binding over the C ABI via `.Call` (R package) — C glue + R wrappers generated from `wickra.h`. |
+| `bindings/java` | Java binding over the C ABI via the FFM API (Panama, Maven Central) — wrappers generated from `wickra.h`. |
 | `examples/` | Runnable examples. |
 | `docs/` | Pointer to the documentation site (docs.wickra.org); the docs live in the `wickra-lib/wickra-docs` repo. |

@@ -110,7 +112,11 @@ installed. Dependabot also keeps the `.github/requirements` pins current.
  commit `src/lib.rs` + `include/wickra.h`. The C# binding (`bindings/csharp`) is
  generated from `wickra.h`, so regenerate and commit its `Generated/*.g.cs` too.
  The Go binding (`bindings/go`) is likewise generated from `wickra.h`, so
-  regenerate and commit `indicators_gen.go` (`gofmt`-clean).
+  regenerate and commit `indicators_gen.go` (`gofmt`-clean). The R binding
+  (`bindings/r`) is generated from `wickra.h` too, so regenerate and commit
+  `src/wickra.c` + `R/indicators.R`. The Java binding (`bindings/java`) is
+  generated from `wickra.h` as well, so regenerate and commit its
+  `src/main/java/org/wickra/*.java`.
 - **Docs.** Update the relevant page on the
  [documentation site](https://docs.wickra.org) and the
  `README.md` when behaviour or the public API changes. The docs live in
@@ -1944,7 +1944,7 @@ dependencies = [

 [[package]]
 name = "wickra"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "approx",
 "criterion",
@@ -1955,7 +1955,7 @@ dependencies = [

 [[package]]
 name = "wickra-bench"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "criterion",
 "kand",
@@ -1967,14 +1967,14 @@ dependencies = [

 [[package]]
 name = "wickra-c"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "wickra-core",
 ]

 [[package]]
 name = "wickra-core"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "approx",
 "proptest",
@@ -1984,7 +1984,7 @@ dependencies = [

 [[package]]
 name = "wickra-data"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "approx",
 "csv",
@@ -2001,7 +2001,7 @@ dependencies = [

 [[package]]
 name = "wickra-examples"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "serde_json",
 "tokio",
@@ -2011,7 +2011,7 @@ dependencies = [

 [[package]]
 name = "wickra-node"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "napi",
 "napi-build",
@@ -2021,7 +2021,7 @@ dependencies = [

 [[package]]
 name = "wickra-python"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "numpy",
 "pyo3",
@@ -2030,7 +2030,7 @@ dependencies = [

 [[package]]
 name = "wickra-wasm"
-version = "0.7.7"
+version = "0.8.4"
 dependencies = [
 "console_error_panic_hook",
 "js-sys",
@@ -14,7 +14,7 @@ members = [
 exclude = ["fuzz"]

 [workspace.package]
-version = "0.7.7"
+version = "0.8.4"
 authors = ["kingchenc <support@wickra.org>"]
 edition = "2021"
 rust-version = "1.86"
@@ -26,7 +26,7 @@ keywords = ["finance", "trading", "indicators", "technical-analysis", "ta"]
 categories = ["finance", "mathematics", "science"]

 [workspace.dependencies]
-wickra-core = { path = "crates/wickra-core", version = "0.7.7" }
+wickra-core = { path = "crates/wickra-core", version = "0.8.4" }

 thiserror = "2"
 rayon = "1.10"
@@ -10,6 +10,9 @@
 [![PyPI](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/pypi.svg)](https://pypi.org/project/wickra/)
 [![npm](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/npm.svg)](https://www.npmjs.com/package/wickra)
 [![NuGet](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/nuget.svg)](https://www.nuget.org/packages/Wickra)
+[![Maven Central](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/maven.svg)](https://central.sonatype.com/artifact/org.wickra/wickra)
+[![Go module](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/go.svg)](https://pkg.go.dev/github.com/wickra-lib/wickra-go)
+[![R-universe](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/r-universe.svg)](https://wickra-lib.r-universe.dev)
 [![License: MIT OR Apache-2.0](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/license.svg)](#license)
 [![OpenSSF Scorecard](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/scorecard.svg)](https://scorecard.dev/viewer/?uri=github.com/wickra-lib/wickra)
 [![OpenSSF Best Practices](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/best-practices.svg)](https://www.bestpractices.dev/projects/13094)
@@ -20,7 +23,7 @@

 Wickra is a multi-language technical-analysis library with a Rust core and
 native bindings for Python, Node.js and WebAssembly, plus a C ABI that C, C++,
-C# / .NET, Go and any other C-capable language links against. Every indicator is a
+C# / .NET, Go, Java, R and any other C-capable language links against. Every indicator is a
 state machine that updates in O(1) per new data point, so live trading bots and
 historical backtests share the exact same implementation.

@@ -51,7 +54,9 @@ Full documentation lives at **[docs.wickra.org](https://docs.wickra.org)**:
  [WASM](https://docs.wickra.org/Quickstart-WASM),
  [C](https://docs.wickra.org/Quickstart-C),
  [C#](https://docs.wickra.org/Quickstart-CSharp),
-  [Go](https://docs.wickra.org/Quickstart-Go).
+  [Go](https://docs.wickra.org/Quickstart-Go),
+  [Java](https://docs.wickra.org/Quickstart-Java),
+  [R](https://docs.wickra.org/Quickstart-R).
 - **Indicators** — a per-indicator deep dive (formula, parameters, warmup) for
  every one of the 514 indicators; start at the
  [indicators overview](https://docs.wickra.org/Indicators-Overview).
@@ -77,7 +82,7 @@ times to get there.
  metrics — every single one updating in **O(1) per tick**. TA-Lib ships ~150 and
  none of them stream.
 - **One Rust core, five first-class targets.** Native **Python · Node.js ·
-  WebAssembly · Rust** plus a **C ABI** for C / C++, C# / .NET, Go and any other C-capable language —
+  WebAssembly · Rust** plus a **C ABI** for C / C++, C# / .NET, Go, Java, R and any other C-capable language —
  identical math, identical results, zero per-language reimplementation and zero
  GIL bottleneck.
 - **Correct by construction, not by hope.** Every `update` validates its input,
@@ -101,8 +106,7 @@ Every other library forces one of those compromises. Wickra doesn't:

 | Library          | Install     | Streaming   | Languages                   | Indicators | Active |
 |------------------|-------------|-------------|-----------------------------|-----------:|--------|
-| **★&nbsp;Wickra**| **clean**   | **yes, O(1)** | **Rust · Python · Node · WASM** | **514** | **yes** |
-|                  |             |               | **C · C# · Go**                 |            |        |
+| **★&nbsp;Wickra**| **clean**   | **yes, O(1)** | **Rust · Python · Node · WASM · C · C# · Go · Java · R** | **514** | **yes** |
 | kand             | clean       | yes         | Python · WASM · Rust        |       ~60  | yes    |
 | ta-rs            | clean       | yes         | Rust only                   |       ~30  | stale  |
 | yata             | clean       | partial     | Rust only                   |       ~35  | yes    |
@@ -174,7 +178,7 @@ construct it in signed mode (`Doji::new().signed()`, `Doji(signed=True)`,
 `new Doji(true)`) for a dragonfly / gravestone `±1` reading.

 Adding a new indicator means implementing one trait in Rust; every binding
-inherits it automatically (the C ABI — and the C# and Go bindings generated from
+inherits it automatically (the C ABI — and the C#, Go, Java and R bindings generated from
 it — regenerate from the core).

 ## Languages
@@ -188,6 +192,8 @@ it — regenerate from the core).
 | C / C++ (C ABI)   | header + library, see [`bindings/c`](bindings/c) | `examples/c/streaming.c` |
 | C# / .NET (C ABI) | `dotnet add package Wickra`, see [`bindings/csharp`](bindings/csharp) | `examples/csharp/streaming` |
 | Go (cgo, C ABI)   | `go get github.com/wickra-lib/wickra/bindings/go`, see [`bindings/go`](bindings/go) | `examples/go/streaming` |
+| Java (FFM, C ABI)  | Maven Central `org.wickra:wickra`, see [`bindings/java`](bindings/java) | `examples/java` (`Streaming`) |
+| R (`.Call`, C ABI) | `R CMD INSTALL bindings/r`, see [`bindings/r`](bindings/r) | `examples/r/streaming.R` |

 Each binding ships several runnable examples (streaming, backtest, live feed);
 [`examples/README.md`](examples/README.md) is the full cross-language index.
@@ -259,7 +265,9 @@ wickra/
 │   ├── wasm/                wasm-bindgen (browsers, bundlers, Node)
 │   ├── c/                   C ABI (cdylib + staticlib) + generated include/wickra.h
 │   ├── csharp/              .NET binding over the C ABI (publishes on NuGet)
-│   └── go/                  Go binding over the C ABI via cgo (module tag)
+│   ├── go/                  Go binding over the C ABI via cgo (module tag)
+│   ├── r/                   R binding over the C ABI via .Call (R package)
+│   └── java/                Java binding over the C ABI via the FFM API (Maven Central)
 ├── examples/                examples/README.md indexes every language
 │   ├── data/                real BTCUSDT OHLCV datasets, one per timeframe
 │   ├── rust/                Rust workspace member (`wickra-examples`)
@@ -268,7 +276,9 @@ wickra/
 │   ├── wasm/                browser demo for `wickra-wasm`
 │   ├── c/                   C smoke + streaming, C++ RAII wrapper
 │   ├── csharp/              streaming, backtest, strategies (load `Wickra`)
-│   └── go/                  streaming, backtest, strategies (cgo binding)
+│   ├── go/                  streaming, backtest, strategies (cgo binding)
+│   ├── r/                   streaming, backtest, strategies (.Call binding)
+│   └── java/                streaming, backtest, strategies (FFM binding)
 └── .github/workflows/       CI and release pipelines
 ```

@@ -308,6 +318,13 @@ dotnet test bindings/csharp/Wickra.Tests/Wickra.Tests.csproj
 # Go binding (requires a C compiler for cgo; links the C ABI above)
 cp target/release/libwickra.so bindings/go/lib/   # .dylib on macOS, wickra.dll on Windows
 cd bindings/go && go test ./...
+
+# R binding (requires a C toolchain / Rtools; links the C ABI above)
+WICKRA_INCLUDE_DIR="$PWD/bindings/c/include" WICKRA_LIB_DIR="$PWD/target/release" \
+  R CMD INSTALL bindings/r
+
+# Java binding (requires JDK 22+ and Maven; links the C ABI above)
+mvn -f bindings/java test
 ```

 ## Testing
@@ -317,7 +334,10 @@ Every layer is covered; run the suites with the commands in

 - `wickra-core`: unit tests per indicator — textbook reference values
  (Wilder RSI, Bollinger Bands, MACD, ATR, Stochastic), `batch == streaming`
-  equivalence, `reset` semantics, NaN/Inf handling, and property tests.
+  equivalence, `reset` semantics, NaN/Inf handling, and property tests. A
+  catalogue-wide property harness (`tests/invariants.rs`) additionally asserts
+  `batch == streaming`, `reset == fresh`, and non-finite-input rejection for
+  **every** indicator and bar-builder.
 - `wickra-data`: unit tests for CSV decoding, the tick aggregator, the
  resampler, and the Binance payload parser.
 - `bindings/python`: pytest covering smoke checks, streaming/batch
@@ -327,8 +347,16 @@ Every layer is covered; run the suites with the commands in
  values across all indicators.
 - `bindings/wasm`: `wasm-bindgen-test` cases for constructors, equivalence,
  and reference values.
+- `bindings/c`: Rust unit tests over the FFI boundary, plus C and C++ smoke
+  tests and offline example `ctest`s run on the three OSes.
+- `bindings/csharp`: `dotnet test` cases covering one indicator per FFI archetype
+  (scalar/batch, multi-output, bars, profile, array input) plus SMA reference values.
 - `bindings/go`: `go test` cases covering one indicator per FFI archetype
  (scalar/batch, multi-output, bars, profile, array input), reset, and lifecycle.
+- `bindings/r`: `testthat` cases covering one indicator per FFI archetype
+  (scalar/batch, multi-output, bars, profile, array input), reset, and validation.
+- `bindings/java`: JUnit cases covering one indicator per FFI archetype
+  (scalar/batch, multi-output, bars, profile, array input) plus batch equivalence.

 ## Contributing

@@ -22,7 +22,7 @@ minor releases; breaking changes are called out in the changelog.
 - **Performance.** Keep per-tick updates O(1) and maintain the benchmark suite;
  investigate further allocation and cache improvements.
 - **Bindings parity.** Keep the Python, Node.js and WebAssembly bindings — plus
-  the C ABI and the C# / .NET and Go bindings generated from it — in lockstep with the
+  the C ABI and the C# / .NET, Go, Java and R bindings generated from it — in lockstep with the
  Rust core, including type stubs and platform coverage.
 - **Documentation.** Maintain a deep-dive page per indicator on
  <https://docs.wickra.org>, plus quickstarts and cookbook material.
@@ -2,13 +2,13 @@

 ## Supported versions

-Wickra is pre-1.0. Security fixes are applied to the latest released `0.5.x`
+Wickra is pre-1.0. Security fixes are applied to the latest released `0.8.4`
 version only; please upgrade to the newest release before reporting an issue.

 | Version | Supported |
 | --- | --- |
-| 0.5.x (latest) | :white_check_mark: |
-| older 0.5.x | :x: |
+| 0.8.4 (latest) | :white_check_mark: |
+| < 0.8.4 | :x: |

 ## Reporting a vulnerability

@@ -7,7 +7,7 @@ Thanks for using Wickra! Here is where to get help, depending on what you need.
 Most questions are answered in the documentation:

 - **Docs site:** <https://docs.wickra.org> — quickstarts for Rust, Python,
-  Node.js, WebAssembly, C, C# and Go, a per-indicator reference, warmup periods, the
+  Node.js, WebAssembly, C, C#, Go, Java and R, a per-indicator reference, warmup periods, the
  data layer, and an FAQ.
 - **README:** <https://github.com/wickra-lib/wickra#readme> — installation and a
  quick overview.
@@ -4,7 +4,7 @@ This document describes Wickra's attack surface and the threats considered,
 together with their mitigations. It complements the security assurance case in
 [`SECURITY.md`](SECURITY.md). Wickra is a computational technical-analysis
 library (a Rust core with Python, Node.js and WebAssembly bindings plus a C ABI
-and the .NET and Go bindings built on it),
+and the .NET, Go, Java and R bindings built on it),
 not a network service or trading system; the attack surface is correspondingly
 small.

@@ -33,7 +33,7 @@ small.
 | Threat | Mitigation |
 | --- | --- |
 | Memory-safety exploit (buffer overflow, UAF) via crafted input | Pure safe Rust; `unsafe` is forbidden/minimised, so the compiler precludes these classes. |
-| Misuse of the C ABI FFI boundary (invalid/dangling handle, undersized batch buffer) | The C ABI (`bindings/c`) is the sole `unsafe` surface. Its shim adds no logic, NULL-checks every handle (returning `NaN`/no-op), writes only into caller-sized buffers, and catches panics so none cross the boundary. A caller passing a non-NULL but dangling pointer is undefined behaviour by C's own contract — out of scope, the same as any C library. |
+| Misuse of the C ABI FFI boundary (invalid/dangling handle, undersized batch buffer) | The C ABI (`bindings/c`) is the sole `unsafe` surface. Its shim adds no logic, NULL-checks every handle (returning `NaN`/no-op), writes only into caller-sized buffers, and is built with `panic = "abort"` so a panic terminates the process deterministically instead of unwinding across the FFI boundary (which would be undefined behaviour). A caller passing a non-NULL but dangling pointer is undefined behaviour by C's own contract — out of scope, the same as any C library. |
 | Denial of service via malformed/degenerate input (NaN, infinities, extreme magnitudes) | Indicators reject non-finite inputs and validate parameters at construction; update paths are exercised by coverage-guided fuzzing and unit tests for edge cases. |
 | Silently incorrect results | 100% line coverage on the core crate; reference-value tests against known-good sources; streaming/batch parity tests. |
 | Integer overflow / panics | `clippy::pedantic` with `-D warnings`; debug assertions and overflow checks enabled in test/fuzz builds. |
@@ -42,5 +42,18 @@ cast_sign_loss = "allow"
 similar_names = "allow"
 float_cmp = "allow"

+[features]
+# `parallel` (rayon-backed batch in wickra-core) is on by default for native
+# builds. The wasm32-unknown-emscripten target has no threads, so the R
+# package's wasm build (r-universe / webR) compiles this crate with
+# --no-default-features to drop rayon; wickra-core falls back to its serial
+# batch path, which is cfg-gated behind the same feature.
+default = ["parallel"]
+parallel = ["wickra-core/parallel"]
+
 [dependencies]
-wickra-core = { workspace = true }
+# Direct path dep rather than `workspace = true`: a member-level
+# `default-features = false` is ignored when inheriting a workspace dep that
+# does not set it, which would leave rayon in the wasm build. wickra-c is
+# `publish = false`, so no version pin is needed (and none to keep in sync).
+wickra-core = { path = "../../crates/wickra-core", default-features = false }
@@ -9,7 +9,7 @@
 library plus a generated `wickra.h` — no system dependencies.**

 Wickra is a multi-language technical-analysis library with a Rust core and
-bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go and any
+bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go, Java, R and any
 other C-capable language. Every indicator is an O(1)
 streaming state machine, so live trading bots and historical backtests share
 the exact same implementation. This package is the **C ABI hub**: it compiles the
@@ -54,6 +54,20 @@ Multi-output indicators (MACD, Bollinger, ADX, …) take a pointer to a `#[repr(
 struct and return a `bool`. The optional `wickra.hpp` wraps any handle in a
 move-only `wickra::Handle` for exception-safe C++ lifetimes.

+## Benchmark
+
+`benchmarks/throughput.c` reports streaming and batch updates-per-second for
+`SMA`, `ATR` and `MACD`. As the thinnest binding it is the floor of the
+per-binding FFI overhead — not a cross-library ratio (the same Rust core runs
+under every binding); see the repository
+[BENCHMARKS.md](https://github.com/wickra-lib/wickra/blob/main/BENCHMARKS.md) §3.
+
+```bash
+cargo build -p wickra-c --release
+cmake -S benchmarks -B build && cmake --build build
+./build/throughput
+```
+
 ## Documentation

 The full indicator catalogue, guides, quickstarts, and API reference live in
@@ -0,0 +1,40 @@
+cmake_minimum_required(VERSION 3.15)
+project(wickra_c_benchmarks C)
+
+# Directory holding the compiled Wickra C library (cargo output), e.g.
+# <workspace>/target/release. Override with -DWICKRA_LIB_DIR=/path/to/target/release.
+if(NOT DEFINED WICKRA_LIB_DIR)
+    set(WICKRA_LIB_DIR "${CMAKE_CURRENT_SOURCE_DIR}/../../../target/release")
+endif()
+set(WICKRA_INCLUDE_DIR "${CMAKE_CURRENT_SOURCE_DIR}/../include")
+
+# Pick the right link target per platform/toolchain.
+#  - MSVC links the generated import library (wickra.dll.lib).
+#  - MinGW/gcc on Windows links the DLL directly.
+#  - Unix links the shared object / dylib.
+if(WIN32)
+    set(WICKRA_RUNTIME "${WICKRA_LIB_DIR}/wickra.dll")
+    if(MSVC)
+        set(WICKRA_LINK_LIB "${WICKRA_LIB_DIR}/wickra.dll.lib")
+    else()
+        set(WICKRA_LINK_LIB "${WICKRA_LIB_DIR}/wickra.dll")
+    endif()
+elseif(APPLE)
+    set(WICKRA_LINK_LIB "${WICKRA_LIB_DIR}/libwickra.dylib")
+else()
+    set(WICKRA_LINK_LIB "${WICKRA_LIB_DIR}/libwickra.so")
+endif()
+
+add_executable(throughput throughput.c)
+target_include_directories(throughput PRIVATE "${WICKRA_INCLUDE_DIR}")
+target_link_libraries(throughput PRIVATE "${WICKRA_LINK_LIB}")
+if(UNIX AND NOT APPLE)
+    target_link_libraries(throughput PRIVATE m)
+endif()
+
+# On Windows copy the DLL next to the executable so the loader finds it.
+if(WIN32)
+    add_custom_command(TARGET throughput POST_BUILD
+        COMMAND ${CMAKE_COMMAND} -E copy_if_different
+                "${WICKRA_RUNTIME}" "$<TARGET_FILE_DIR:throughput>")
+endif()
@@ -0,0 +1,167 @@
+/*
+ * Throughput benchmark for the Wickra C ABI.
+ *
+ * Measures how many indicator updates per second the C ABI sustains, both
+ * per-tick (streaming `_update`) and bulk (`_batch`), over a synthetic OHLCV
+ * series. It is the C counterpart of the Node throughput.js and the Rust
+ * criterion benches: it benchmarks Wickra's own O(1) streaming engine through
+ * the raw C boundary (there is no comparable streaming TA library to compare
+ * against), so the headline number is raw throughput, not a cross-library
+ * ratio. C is the thinnest binding, so these numbers are the floor of the
+ * per-binding FFI overhead the higher-level bindings build on.
+ *
+ * Three indicators are timed, chosen by call-signature archetype rather than
+ * algorithm: SMA (1-in -> 1-out), ATR (multi-in -> 1-out), and MACD
+ * (1-in -> multi-out). Streaming is timed for all three; batch only for the
+ * single-output SMA and ATR (the C ABI has no MACD batch entry point).
+ *
+ * Build the C ABI library first, then build and run the benchmark:
+ *
+ *   cargo build -p wickra-c --release
+ *   cmake -S bindings/c/benchmarks -B build/cbench -DCMAKE_BUILD_TYPE=Release
+ *   cmake --build build/cbench
+ *   ./build/cbench/throughput            # 200k bars (default)
+ *   ./build/cbench/throughput 1000000
+ */
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <math.h>
+#include <stdint.h>
+
+#include "wickra.h"
+
+#ifdef _WIN32
+#include <windows.h>
+static double now_ns(void) {
+    static LARGE_INTEGER freq;
+    static int init = 0;
+    LARGE_INTEGER counter;
+    if (!init) {
+        QueryPerformanceFrequency(&freq);
+        init = 1;
+    }
+    QueryPerformanceCounter(&counter);
+    return (double)counter.QuadPart * 1e9 / (double)freq.QuadPart;
+}
+#else
+#include <time.h>
+static double now_ns(void) {
+    struct timespec ts;
+    clock_gettime(CLOCK_MONOTONIC, &ts);
+    return (double)ts.tv_sec * 1e9 + (double)ts.tv_nsec;
+}
+#endif
+
+static double median3(double a, double b, double c) {
+    if ((a <= b && b <= c) || (c <= b && b <= a)) return b;
+    if ((b <= a && a <= c) || (c <= a && a <= b)) return a;
+    return c;
+}
+
+/* Run `body` once as warmup, then time three repetitions and store the median
+ * elapsed nanoseconds in `dst`. `body` is a brace-enclosed statement block. */
+#define MEASURE(dst, body)                                  \
+    do {                                                    \
+        body;                                               \
+        double s0, s1, s2, t0;                              \
+        t0 = now_ns(); body; s0 = now_ns() - t0;            \
+        t0 = now_ns(); body; s1 = now_ns() - t0;            \
+        t0 = now_ns(); body; s2 = now_ns() - t0;            \
+        (dst) = median3(s0, s1, s2);                        \
+    } while (0)
+
+int main(int argc, char **argv) {
+    size_t bars = 200000;
+    if (argc > 1) {
+        long n = strtol(argv[1], NULL, 10);
+        if (n >= 1000) {
+            bars = (size_t)n;
+        }
+    }
+    const size_t n = bars;
+
+    /* Deterministic synthetic OHLCV (no RNG, so runs are comparable). */
+    double *open = malloc(n * sizeof(double));
+    double *high = malloc(n * sizeof(double));
+    double *low = malloc(n * sizeof(double));
+    double *close = malloc(n * sizeof(double));
+    double *volume = malloc(n * sizeof(double));
+    int64_t *timestamp = malloc(n * sizeof(int64_t));
+    double *out = malloc(n * sizeof(double)); /* reused batch scratch buffer */
+    if (!open || !high || !low || !close || !volume || !timestamp || !out) {
+        fprintf(stderr, "allocation failed\n");
+        return 1;
+    }
+    for (size_t i = 0; i < n; i++) {
+        double mid = 100 + sin((double)i * 0.001) * 20 + (double)i * 1e-4;
+        double c = mid + sin((double)i * 0.05) * 2;
+        close[i] = c;
+        open[i] = mid;
+        high[i] = fmax(c, mid) + 1.5;
+        low[i] = fmin(c, mid) - 1.5;
+        volume[i] = 1000 + (double)(i % 97) * 13;
+        timestamp[i] = (int64_t)i;
+    }
+
+    double ns;
+    double sma_stream, sma_batch, atr_stream, atr_batch, macd_stream;
+
+    MEASURE(ns, {
+        struct Sma *ind = wickra_sma_new(20);
+        for (size_t i = 0; i < n; i++) wickra_sma_update(ind, close[i]);
+        wickra_sma_free(ind);
+    });
+    sma_stream = (double)n / (ns / 1e9) / 1e6;
+
+    MEASURE(ns, {
+        struct Sma *ind = wickra_sma_new(20);
+        wickra_sma_batch(ind, close, out, n);
+        wickra_sma_free(ind);
+    });
+    sma_batch = (double)n / (ns / 1e9) / 1e6;
+
+    MEASURE(ns, {
+        struct Atr *ind = wickra_atr_new(14);
+        for (size_t i = 0; i < n; i++)
+            wickra_atr_update(ind, open[i], high[i], low[i], close[i], volume[i], timestamp[i]);
+        wickra_atr_free(ind);
+    });
+    atr_stream = (double)n / (ns / 1e9) / 1e6;
+
+    MEASURE(ns, {
+        struct Atr *ind = wickra_atr_new(14);
+        wickra_atr_batch(ind, open, high, low, close, volume, timestamp, out, n);
+        wickra_atr_free(ind);
+    });
+    atr_batch = (double)n / (ns / 1e9) / 1e6;
+
+    MEASURE(ns, {
+        struct MacdIndicator *ind = wickra_macd_indicator_new(12, 26, 9);
+        struct WickraMacdOutput value;
+        for (size_t i = 0; i < n; i++) wickra_macd_indicator_update(ind, close[i], &value);
+        wickra_macd_indicator_free(ind);
+    });
+    macd_stream = (double)n / (ns / 1e9) / 1e6;
+
+    printf("Wickra C throughput - %zu bars (median of 3 runs)\n\n", n);
+    printf("%-22s%20s%18s\n", "Indicator", "streaming (Mupd/s)", "batch (Mupd/s)");
+    printf("------------------------------------------------------------\n");
+    printf("%-22s%20.1f%18.1f\n", "SMA(20)", sma_stream, sma_batch);
+    printf("%-22s%20.1f%18.1f\n", "ATR(14)", atr_stream, atr_batch);
+    printf("%-22s%20.1f%18s\n", "MACD(12,26,9)", macd_stream, "-");
+
+    printf("\nMupd/s = million indicator updates per second. Streaming is the per-tick\n"
+           "`_update` path (one C call per value); batch is the bulk array path (one\n"
+           "C call). Higher is better. Numbers are machine-dependent - use them for\n"
+           "relative comparison, not as a speed claim.\n");
+
+    free(open);
+    free(high);
+    free(low);
+    free(close);
+    free(volume);
+    free(timestamp);
+    free(out);
+    return 0;
+}
@@ -9,7 +9,7 @@
 prebuilt native library, no system dependencies.**

 Wickra is a multi-language technical-analysis library with a Rust core and
-bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go and any
+bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go, Java, R and any
 other C-capable language. Every indicator is an O(1)
 streaming state machine, so live trading bots and historical backtests share
 the exact same implementation. This package is the .NET binding; it consumes the
@@ -52,6 +52,18 @@ foreach (var price in liveFeed)
 values — the equivalence is enforced by the test suite. Multi-output indicators
 (MACD, Bollinger, ADX, …) return a nullable `record struct`, `null` while warming up.

+## Benchmark
+
+`benchmarks/` reports streaming and batch updates-per-second for `SMA`, `ATR`
+and `MACD`. It measures this binding's FFI overhead, not a cross-library ratio
+(the same Rust core runs under every binding) — see the repository
+[BENCHMARKS.md](https://github.com/wickra-lib/wickra/blob/main/BENCHMARKS.md) §3.
+
+```bash
+cargo build -p wickra-c --release
+dotnet run -c Release --project benchmarks
+```
+
 ## Documentation

 The full indicator catalogue, guides, quickstarts, and API reference live in
@@ -11,7 +11,7 @@

    <!-- NuGet package metadata -->
    <PackageId>Wickra</PackageId>
-    <Version>0.7.7</Version>
+    <Version>0.8.4</Version>
    <Authors>kingchenc</Authors>
    <Description>High-performance streaming technical-analysis indicators (514 indicators) for .NET, backed by the native Rust core via the Wickra C ABI.</Description>
    <PackageLicenseExpression>MIT OR Apache-2.0</PackageLicenseExpression>
@@ -0,0 +1,21 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <!-- Standalone throughput benchmark for the Wickra C# binding.
+       See Program.cs for run instructions. Requires the C ABI library; the
+       binding's dev DllImportResolver falls back to target/release. -->
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFramework>net8.0</TargetFramework>
+    <LangVersion>latest</LangVersion>
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <IsPackable>false</IsPackable>
+    <AssemblyName>Wickra.Benchmarks</AssemblyName>
+    <RootNamespace>Wickra.Benchmarks</RootNamespace>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\Wickra\Wickra.csproj" />
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,101 @@
+// Throughput benchmark for the Wickra C# binding.
+//
+// Measures how many indicator updates per second the binding sustains, both
+// per-tick (streaming Update) and bulk (Batch), over a synthetic OHLCV series.
+// It is the C# counterpart of the Node throughput.js and the Rust criterion
+// benches: it benchmarks Wickra's own O(1) streaming engine across the
+// managed<->C-ABI boundary (there is no comparable streaming TA library on
+// NuGet to compare against), so the headline number is raw per-binding
+// throughput / FFI overhead, not a cross-library ratio.
+//
+// Three indicators are timed, chosen by FFI call-signature archetype rather
+// than algorithm: SMA (1-in -> 1-out), ATR (multi-in -> 1-out), and MACD
+// (1-in -> multi-out). Streaming is timed for all three; batch only for the
+// single-output SMA and ATR (multi-output batch is not exposed uniformly).
+//
+//   cargo build -p wickra-c --release
+//   dotnet run -c Release --project bindings/csharp/benchmarks            # 200k bars
+//   dotnet run -c Release --project bindings/csharp/benchmarks -- --bars 1000000
+
+using System.Diagnostics;
+using System.Globalization;
+using Wickra;
+
+// Deterministic, locale-independent number formatting for the report.
+CultureInfo.CurrentCulture = CultureInfo.InvariantCulture;
+
+int bars = 200_000;
+for (int i = 0; i < args.Length - 1; i++)
+{
+    if (args[i] == "--bars" && int.TryParse(args[i + 1], out var n) && n >= 1000)
+    {
+        bars = n;
+    }
+}
+
+// Deterministic synthetic OHLCV (no RNG, so runs are comparable).
+var open = new double[bars];
+var high = new double[bars];
+var low = new double[bars];
+var close = new double[bars];
+var volume = new double[bars];
+var timestamp = new long[bars];
+for (int i = 0; i < bars; i++)
+{
+    double mid = 100 + Math.Sin(i * 0.001) * 20 + i * 1e-4;
+    double c = mid + Math.Sin(i * 0.05) * 2;
+    close[i] = c;
+    open[i] = mid;
+    high[i] = Math.Max(c, mid) + 1.5;
+    low[i] = Math.Min(c, mid) - 1.5;
+    volume[i] = 1000 + (i % 97) * 13;
+    timestamp[i] = i;
+}
+
+double Mups(double ns) => bars / (ns / 1e9) / 1e6;
+
+// Median elapsed-ns over a few repetitions, after one warmup pass.
+double TimeNs(Action fn, int reps = 3)
+{
+    fn(); // warmup (JIT + cache)
+    var samples = new double[reps];
+    for (int r = 0; r < reps; r++)
+    {
+        long t0 = Stopwatch.GetTimestamp();
+        fn();
+        samples[r] = (Stopwatch.GetTimestamp() - t0) * (1e9 / Stopwatch.Frequency);
+    }
+    Array.Sort(samples);
+    return samples[reps / 2];
+}
+
+// SMA (scalar 1-in/1-out), ATR (multi-in/1-out), MACD (1-in/multi-out).
+var indicators = new (string Name, Action Stream, Action? Batch)[]
+{
+    ("SMA(20)",
+        () => { using var ind = new Sma(20); for (int i = 0; i < bars; i++) ind.Update(close[i]); },
+        () => { using var ind = new Sma(20); ind.Batch(close); }),
+    ("ATR(14)",
+        () => { using var ind = new Atr(14); for (int i = 0; i < bars; i++) ind.Update(open[i], high[i], low[i], close[i], volume[i], timestamp[i]); },
+        () => { using var ind = new Atr(14); ind.Batch(open, high, low, close, volume, timestamp); }),
+    ("MACD(12,26,9)",
+        () => { using var ind = new MacdIndicator(12, 26, 9); for (int i = 0; i < bars; i++) ind.Update(close[i]); },
+        null), // multi-output: streaming only
+};
+
+Console.WriteLine($"Wickra C# throughput - {bars:N0} bars (median of 3 runs)\n");
+Console.WriteLine($"{"Indicator",-22}{"streaming (Mupd/s)",20}{"batch (Mupd/s)",18}");
+Console.WriteLine(new string('-', 60));
+
+foreach (var (name, stream, batch) in indicators)
+{
+    string streamMups = Mups(TimeNs(stream)).ToString("F1");
+    string batchMups = batch is null ? "-" : Mups(TimeNs(batch)).ToString("F1");
+    Console.WriteLine($"{name,-22}{streamMups,20}{batchMups,18}");
+}
+
+Console.WriteLine(
+    "\nMupd/s = million indicator updates per second. Streaming is the per-tick\n" +
+    "Update path crossing the managed<->C-ABI boundary once per value; batch is\n" +
+    "the bulk array path (one boundary crossing). Higher is better. Numbers are\n" +
+    "machine-dependent - use them for relative comparison, not as a speed claim.");
@@ -2,13 +2,13 @@

 [![CI](https://github.com/wickra-lib/wickra/actions/workflows/ci.yml/badge.svg)](https://github.com/wickra-lib/wickra/actions/workflows/ci.yml)
 [![codecov](https://codecov.io/gh/wickra-lib/wickra/branch/main/graph/badge.svg)](https://codecov.io/gh/wickra-lib/wickra)
-[![Go Reference](https://pkg.go.dev/badge/github.com/wickra-lib/wickra/bindings/go.svg)](https://pkg.go.dev/github.com/wickra-lib/wickra/bindings/go)
+[![Go module](https://raw.githubusercontent.com/wickra-lib/.github/main/profile/badges/go.svg)](https://pkg.go.dev/github.com/wickra-lib/wickra/bindings/go)
 [![License: MIT OR Apache-2.0](https://img.shields.io/badge/license-MIT_OR_Apache--2.0-blue)](https://github.com/wickra-lib/wickra#license)

 **Streaming-first technical indicators for Go, over the Wickra C ABI hub via cgo.**

 Wickra is a multi-language technical-analysis library with a Rust core and
-bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go and
+bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go, Java, R and
 any other C-capable language. Every indicator is an O(1) streaming state machine,
 so live trading bots and historical backtests share the exact same
 implementation. This package is the Go binding; it consumes the C ABI hub through
@@ -16,24 +16,38 @@ cgo and exposes all 514 streaming-first indicators as idiomatic types.

 ## Install

+Use the published **`wickra-go`** module, which bundles the prebuilt C ABI
+library for every platform, so `go get` + `go build` works with no extra steps
+(a C compiler is still required, as the binding uses cgo):
+
 ```bash
-go get github.com/wickra-lib/wickra/bindings/go
+go get github.com/wickra-lib/wickra-go
 ```

-The binding uses cgo, so a C compiler is required, and it links against the
-prebuilt Wickra C ABI library. Build that library from the workspace and stage
-it under this package's `lib/` directory:
+```go
+import wickra "github.com/wickra-lib/wickra-go"
+```
+
+`wickra-go` is generated from this directory by the release pipeline: it mirrors
+the Go sources, the vendored C ABI header (`include/wickra.h`) and the prebuilt
+libraries under `lib/<goos>_<goarch>/`. On Linux/macOS the library path is baked
+in via rpath; on Windows the DLL must be discoverable at run time (next to the
+executable or on `PATH`).
+
+### Building from this repository (contributors)
+
+This `bindings/go` directory is the development source. To build it directly,
+compile the C ABI and stage the library into the per-platform directory cgo
+links against:

 ```bash
 cargo build -p wickra-c --release
-cp target/release/libwickra.so    bindings/go/lib/   # Linux
-cp target/release/libwickra.dylib bindings/go/lib/   # macOS
-cp target/release/wickra.dll      bindings/go/lib/   # Windows (also on PATH at run time)
+mkdir -p bindings/go/lib/linux_amd64                 # match your GOOS_GOARCH
+cp target/release/libwickra.so    bindings/go/lib/linux_amd64/    # Linux
+cp target/release/libwickra.dylib bindings/go/lib/darwin_arm64/   # macOS (arm64)
+cp target/release/wickra.dll      bindings/go/lib/windows_amd64/  # Windows
 ```

-On Linux and macOS the library path is baked in via rpath; on Windows the DLL
-must be discoverable at run time (next to the executable or on `PATH`).
-
 ## Quick start

 ```go
@@ -74,6 +88,17 @@ values — the equivalence is enforced by the test suite. Multi-output indicator
 Every indicator owns a native handle freed by `Close()`; a finalizer is wired as
 a backstop, but call `Close()` (e.g. with `defer`) to release memory promptly.

+## Benchmark
+
+`benchmarks/throughput.go` reports streaming and batch updates-per-second for
+`SMA`, `ATR` and `MACD`. It measures this binding's FFI overhead, not a
+cross-library ratio (the same Rust core runs under every binding) — see the
+repository [BENCHMARKS.md](https://github.com/wickra-lib/wickra/blob/main/BENCHMARKS.md) §3.
+
+```bash
+cd benchmarks && go run .
+```
+
 ## Documentation

 The full indicator catalogue, guides, quickstarts, and API reference live in the
@@ -0,0 +1,145 @@
+// Throughput benchmark for the Wickra Go bindings.
+//
+// Measures how many indicator updates per second the cgo binding sustains,
+// both per-tick (streaming Update) and bulk (Batch), over a synthetic OHLCV
+// series. It is the Go counterpart of the Node throughput.js and the Rust
+// criterion benches: it benchmarks Wickra's own O(1) streaming engine across
+// the Go<->C-ABI boundary (there is no comparable streaming TA library to
+// compare against), so the headline number is raw per-binding throughput /
+// FFI overhead, not a cross-library ratio.
+//
+// Three indicators are timed, chosen by FFI call-signature archetype rather
+// than algorithm: SMA (1-in -> 1-out), ATR (multi-in -> 1-out), and MACD
+// (1-in -> multi-out). Streaming is timed for all three; batch only for the
+// single-output SMA and ATR (multi-output batch is not exposed uniformly).
+//
+// Provision the C ABI library first (see bindings/go/README.md), then run:
+//
+//	cd bindings/go/benchmarks
+//	go run .                 # 200k bars (default)
+//	go run . -bars 1000000
+package main
+
+import (
+	"flag"
+	"fmt"
+	"math"
+	"sort"
+	"time"
+
+	wickra "github.com/wickra-lib/wickra/bindings/go"
+)
+
+func main() {
+	bars := flag.Int("bars", 200_000, "number of synthetic bars to feed")
+	flag.Parse()
+	n := *bars
+	if n < 1000 {
+		fmt.Println("-bars must be >= 1000")
+		return
+	}
+
+	// Deterministic synthetic OHLCV (no RNG, so runs are comparable).
+	open := make([]float64, n)
+	high := make([]float64, n)
+	low := make([]float64, n)
+	closeP := make([]float64, n)
+	volume := make([]float64, n)
+	timestamp := make([]int64, n)
+	for i := 0; i < n; i++ {
+		mid := 100 + math.Sin(float64(i)*0.001)*20 + float64(i)*1e-4
+		c := mid + math.Sin(float64(i)*0.05)*2
+		closeP[i] = c
+		open[i] = mid
+		high[i] = math.Max(c, mid) + 1.5
+		low[i] = math.Min(c, mid) - 1.5
+		volume[i] = 1000 + float64(i%97)*13
+		timestamp[i] = int64(i)
+	}
+
+	mups := func(d time.Duration) float64 {
+		return float64(n) / d.Seconds() / 1e6
+	}
+
+	// Median elapsed over a few repetitions, after one warmup pass.
+	timeFn := func(fn func()) time.Duration {
+		fn() // warmup
+		const reps = 3
+		samples := make([]time.Duration, reps)
+		for r := 0; r < reps; r++ {
+			t0 := time.Now()
+			fn()
+			samples[r] = time.Since(t0)
+		}
+		sort.Slice(samples, func(a, b int) bool { return samples[a] < samples[b] })
+		return samples[reps/2]
+	}
+
+	type indicator struct {
+		name   string
+		stream func()
+		batch  func() // nil -> streaming only
+	}
+
+	indicators := []indicator{
+		{
+			name: "SMA(20)",
+			stream: func() {
+				ind, _ := wickra.NewSma(20)
+				for i := 0; i < n; i++ {
+					ind.Update(closeP[i])
+				}
+				ind.Close()
+			},
+			batch: func() {
+				ind, _ := wickra.NewSma(20)
+				ind.Batch(closeP)
+				ind.Close()
+			},
+		},
+		{
+			name: "ATR(14)",
+			stream: func() {
+				ind, _ := wickra.NewAtr(14)
+				for i := 0; i < n; i++ {
+					ind.Update(open[i], high[i], low[i], closeP[i], volume[i], timestamp[i])
+				}
+				ind.Close()
+			},
+			batch: func() {
+				ind, _ := wickra.NewAtr(14)
+				ind.Batch(open, high, low, closeP, volume, timestamp)
+				ind.Close()
+			},
+		},
+		{
+			name: "MACD(12,26,9)",
+			stream: func() {
+				ind, _ := wickra.NewMacdIndicator(12, 26, 9)
+				for i := 0; i < n; i++ {
+					ind.Update(closeP[i])
+				}
+				ind.Close()
+			},
+			batch: nil, // multi-output: streaming only
+		},
+	}
+
+	fmt.Printf("Wickra Go throughput - %d bars (median of 3 runs)\n\n", n)
+	fmt.Printf("%-22s%20s%18s\n", "Indicator", "streaming (Mupd/s)", "batch (Mupd/s)")
+	fmt.Println("------------------------------------------------------------")
+
+	for _, ind := range indicators {
+		streamMups := fmt.Sprintf("%.1f", mups(timeFn(ind.stream)))
+		batchMups := "-"
+		if ind.batch != nil {
+			batchMups = fmt.Sprintf("%.1f", mups(timeFn(ind.batch)))
+		}
+		fmt.Printf("%-22s%20s%18s\n", ind.name, streamMups, batchMups)
+	}
+
+	fmt.Print("\nMupd/s = million indicator updates per second. Streaming is the per-tick\n",
+		"Update path crossing the Go<->C-ABI boundary once per value; batch is the\n",
+		"bulk slice path (one boundary crossing). Higher is better. Numbers are\n",
+		"machine-dependent - use them for relative comparison, not as a speed claim.\n")
+}
@@ -4,16 +4,21 @@
 // Each indicator is an opaque-handle type with a New<Indicator> constructor and
 // Update/Batch/Reset/Close methods. Handles are freed by Close and, as a
 // backstop, by a finalizer; call Close explicitly to release native memory
-// promptly. The binding links against the prebuilt Wickra C ABI library
-// (libwickra.so/.dylib or wickra.dll) staged under ./lib — see the package
-// README for how to provision it.
+// promptly. The binding links against the prebuilt Wickra C ABI library, staged
+// per platform under ./lib/<goos>_<goarch>/, with the C ABI header vendored
+// under ./include. For distribution the libraries are committed alongside the
+// source in the wickra-go module, so `go get` + `go build` works with no extra
+// steps — see the package README.
 package wickra

 /*
-#cgo CFLAGS: -I${SRCDIR}/../c/include
-#cgo linux LDFLAGS: -L${SRCDIR}/lib -lwickra -Wl,-rpath,${SRCDIR}/lib
-#cgo darwin LDFLAGS: -L${SRCDIR}/lib -lwickra -Wl,-rpath,${SRCDIR}/lib
-#cgo windows LDFLAGS: -L${SRCDIR}/lib -l:wickra.dll
+#cgo CFLAGS: -I${SRCDIR}/include
+#cgo linux,amd64 LDFLAGS: -L${SRCDIR}/lib/linux_amd64 -lwickra -Wl,-rpath,${SRCDIR}/lib/linux_amd64
+#cgo linux,arm64 LDFLAGS: -L${SRCDIR}/lib/linux_arm64 -lwickra -Wl,-rpath,${SRCDIR}/lib/linux_arm64
+#cgo darwin,amd64 LDFLAGS: -L${SRCDIR}/lib/darwin_amd64 -lwickra -Wl,-rpath,${SRCDIR}/lib/darwin_amd64
+#cgo darwin,arm64 LDFLAGS: -L${SRCDIR}/lib/darwin_arm64 -lwickra -Wl,-rpath,${SRCDIR}/lib/darwin_arm64
+#cgo windows,amd64 LDFLAGS: -L${SRCDIR}/lib/windows_amd64 -l:wickra.dll
+#cgo windows,arm64 LDFLAGS: -L${SRCDIR}/lib/windows_arm64 -l:wickra.dll
 #include "wickra.h"
 */
 import "C"
@@ -0,0 +1,6 @@
+# Maven build output
+target/
+
+# Native libraries staged for packaging (produced by the release pipeline from
+# the wickra-c-<triple>.tar.gz assets; never committed to source).
+src/main/resources/native/
@@ -0,0 +1,115 @@
+# Wickra — Java
+
+[![CI](https://github.com/wickra-lib/wickra/actions/workflows/ci.yml/badge.svg)](https://github.com/wickra-lib/wickra/actions/workflows/ci.yml)
+[![codecov](https://codecov.io/gh/wickra-lib/wickra/branch/main/graph/badge.svg)](https://codecov.io/gh/wickra-lib/wickra)
+[![Maven Central](https://img.shields.io/maven-central/v/org.wickra/wickra.svg?logo=apache-maven&color=blue)](https://central.sonatype.com/artifact/org.wickra/wickra)
+[![License: MIT OR Apache-2.0](https://img.shields.io/badge/license-MIT_OR_Apache--2.0-blue)](https://github.com/wickra-lib/wickra#license)
+
+**Streaming-first technical indicators for the JVM, on the Java Foreign Function
+& Memory API — prebuilt native library, no JNI, no system dependencies.**
+
+Wickra is a multi-language technical-analysis library with a Rust core and
+bindings for Python, Node.js and WebAssembly, plus a C ABI for C/C++, C#, Go, Java, R
+and any other C-capable language. Every indicator is an O(1) streaming state
+machine, so live trading bots and historical backtests share the exact same
+implementation. This package is the Java binding; it consumes the C ABI hub
+through the Panama FFM API (`java.lang.foreign`) and exposes all 514
+streaming-first indicators as idiomatic `AutoCloseable` classes.
+
+## Requirements
+
+- **Java 22 or later** (the FFM API is final since Java 22; no preview flag).
+- The FFM API is *restricted*: pass `--enable-native-access=ALL-UNNAMED` when you
+  run your application to silence the native-access warning.
+
+## Install
+
+Maven:
+
+```xml
+<dependency>
+  <groupId>org.wickra</groupId>
+  <artifactId>wickra</artifactId>
+  <version>0.8.4</version>
+</dependency>
+```
+
+Gradle:
+
+```kotlin
+implementation("org.wickra:wickra:0.8.4")
+```
+
+The native library ships prebuilt per platform (Linux, macOS, Windows — x64 and
+arm64) inside the jar and is extracted automatically on first use. There is
+nothing to compile.
+
+## Quick start
+
+```java
+import org.wickra.Ema;
+import org.wickra.Rsi;
+
+// Batch: run an indicator over a whole series (NaN at warmup positions).
+double[] prices = new double[1000];
+for (int i = 0; i < prices.length; i++) {
+    prices[i] = 100.0 + i * 0.1;
+}
+try (Ema ema = new Ema(20)) {
+    double[] values = ema.batch(prices);
+}
+
+// Streaming: the same indicator, fed tick by tick in O(1).
+try (Rsi rsi = new Rsi(14)) {
+    for (double price : liveFeed) {
+        double value = rsi.update(price); // NaN during warmup, no recomputation
+        if (Double.isFinite(value) && value > 70) {
+            System.out.println("overbought");
+        }
+    }
+}
+```
+
+`batch(prices)` and feeding the same prices through `update()` produce identical
+values — the equivalence is enforced by the test suite. Multi-output indicators
+(MACD, Bollinger, ADX, …) return a `record`, `null` while warming up. Each
+indicator owns a native handle freed by a `Cleaner`; `close()` releases it
+eagerly (use try-with-resources).
+
+## Benchmark
+
+`benchmarks/` reports streaming and batch updates-per-second for `SMA`, `ATR`
+and `MACD`. It measures this binding's FFI overhead, not a cross-library ratio
+(the same Rust core runs under every binding) — see the repository
+[BENCHMARKS.md](https://github.com/wickra-lib/wickra/blob/main/BENCHMARKS.md) §3.
+
+```bash
+cargo build -p wickra-c --release
+mvn -q install -DskipTests
+mvn -q -f benchmarks exec:exec -Dexec.mainClass=org.wickra.benchmarks.Throughput
+```
+
+## Documentation
+
+The full indicator catalogue, guides, quickstarts, and API reference live in
+the main repository and documentation site:
+
+- **Repository & full indicator list:** <https://github.com/wickra-lib/wickra>
+- **Docs** (quickstarts, cookbook, TA-Lib migration): <https://docs.wickra.org>
+- **Runnable examples:** [`examples/java/`](https://github.com/wickra-lib/wickra/tree/main/examples/java)
+
+Wickra ships native bindings for Python, Node.js, WebAssembly and Rust, plus a
+C ABI hub that any C-capable language (C, C++, Go, C#, Java, R) links against —
+all exposing the same indicators from the shared, `unsafe`-forbidden Rust core.
+
+## Disclaimer
+
+Wickra is an indicator toolkit, not a trading system. The values it computes
+are deterministic transforms of the input data — they are not financial advice
+and do not predict the market. Any use in a live trading context is at your own
+risk. The library is provided **as is**, without warranty of any kind.
+
+## License
+
+Licensed under either of [Apache-2.0](https://github.com/wickra-lib/wickra/blob/main/LICENSE-APACHE)
+or [MIT](https://github.com/wickra-lib/wickra/blob/main/LICENSE-MIT) at your option.
@@ -0,0 +1,57 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+
+  <groupId>org.wickra.benchmarks</groupId>
+  <artifactId>wickra-benchmarks</artifactId>
+  <version>0.8.2</version>
+  <packaging>jar</packaging>
+
+  <name>Wickra Java benchmarks</name>
+  <description>Throughput benchmark for the Wickra Java binding.</description>
+
+  <properties>
+    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    <maven.compiler.release>22</maven.compiler.release>
+  </properties>
+
+  <dependencies>
+    <dependency>
+      <groupId>org.wickra</groupId>
+      <artifactId>wickra</artifactId>
+      <version>0.8.2</version>
+    </dependency>
+  </dependencies>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>3.13.0</version>
+      </plugin>
+
+      <!--
+        Run the benchmark in a forked JVM with native access granted:
+          mvn exec:exec -Dexec.mainClass=org.wickra.benchmarks.Throughput
+        Requires the C ABI library and the installed binding; see Throughput.java.
+      -->
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>exec-maven-plugin</artifactId>
+        <version>3.2.0</version>
+        <configuration>
+          <executable>${java.home}/bin/java</executable>
+          <arguments>
+            <argument>--enable-native-access=ALL-UNNAMED</argument>
+            <argument>-classpath</argument>
+            <classpath/>
+            <argument>${exec.mainClass}</argument>
+          </arguments>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+</project>
@@ -0,0 +1,149 @@
+package org.wickra.benchmarks;
+
+import java.util.Arrays;
+import java.util.Locale;
+import org.wickra.Atr;
+import org.wickra.MacdIndicator;
+import org.wickra.Sma;
+
+/**
+ * Throughput benchmark for the Wickra Java binding.
+ *
+ * <p>Measures how many indicator updates per second the binding sustains, both
+ * per-tick (streaming {@code update}) and bulk ({@code batch}), over a synthetic
+ * OHLCV series. It is the Java counterpart of the Node {@code throughput.js} and
+ * the Rust criterion benches: it benchmarks Wickra's own O(1) streaming engine
+ * across the Java FFM &lt;-&gt; C-ABI boundary (there is no comparable streaming
+ * TA library on Maven Central to compare against), so the headline number is raw
+ * per-binding throughput / FFI overhead, not a cross-library ratio.
+ *
+ * <p>Three indicators are timed, chosen by FFI call-signature archetype rather
+ * than algorithm: SMA (1-in -&gt; 1-out), ATR (multi-in -&gt; 1-out), and MACD
+ * (1-in -&gt; multi-out). Streaming is timed for all three; batch only for the
+ * single-output SMA and ATR (multi-output batch is not exposed uniformly).
+ *
+ * <p>Install the binding and build the C ABI library first, then run from the
+ * repo root:
+ *
+ * <pre>
+ *   cargo build -p wickra-c --release
+ *   mvn -q -f bindings/java install -DskipTests
+ *   mvn -q -f bindings/java/benchmarks exec:exec -Dexec.mainClass=org.wickra.benchmarks.Throughput
+ * </pre>
+ */
+public final class Throughput {
+    private Throughput() {}
+
+    public static void main(String[] args) {
+        int bars = 200_000;
+        for (int i = 0; i < args.length - 1; i++) {
+            if (args[i].equals("--bars")) {
+                try {
+                    int n = Integer.parseInt(args[i + 1]);
+                    if (n >= 1000) {
+                        bars = n;
+                    }
+                } catch (NumberFormatException ignored) {
+                    // keep default
+                }
+            }
+        }
+
+        // Deterministic synthetic OHLCV (no RNG, so runs are comparable).
+        double[] open = new double[bars];
+        double[] high = new double[bars];
+        double[] low = new double[bars];
+        double[] close = new double[bars];
+        double[] volume = new double[bars];
+        double[] timestamp = new double[bars];
+        for (int i = 0; i < bars; i++) {
+            double mid = 100 + Math.sin(i * 0.001) * 20 + i * 1e-4;
+            double c = mid + Math.sin(i * 0.05) * 2;
+            close[i] = c;
+            open[i] = mid;
+            high[i] = Math.max(c, mid) + 1.5;
+            low[i] = Math.min(c, mid) - 1.5;
+            volume[i] = 1000 + (i % 97) * 13;
+            timestamp[i] = i;
+        }
+
+        final int n = bars;
+
+        // SMA (scalar 1-in/1-out), ATR (multi-in/1-out), MACD (1-in/multi-out).
+        Indicator[] indicators = {
+            new Indicator("SMA(20)",
+                () -> {
+                    try (Sma ind = new Sma(20)) {
+                        for (int i = 0; i < n; i++) {
+                            ind.update(close[i]);
+                        }
+                    }
+                },
+                () -> {
+                    try (Sma ind = new Sma(20)) {
+                        ind.batch(close);
+                    }
+                }),
+            new Indicator("ATR(14)",
+                () -> {
+                    try (Atr ind = new Atr(14)) {
+                        for (int i = 0; i < n; i++) {
+                            ind.update(open[i], high[i], low[i], close[i], volume[i], (long) timestamp[i]);
+                        }
+                    }
+                },
+                () -> {
+                    try (Atr ind = new Atr(14)) {
+                        ind.batch(open, high, low, close, volume, timestamp);
+                    }
+                }),
+            new Indicator("MACD(12,26,9)",
+                () -> {
+                    try (MacdIndicator ind = new MacdIndicator(12, 26, 9)) {
+                        for (int i = 0; i < n; i++) {
+                            ind.update(close[i]);
+                        }
+                    }
+                },
+                null), // multi-output: streaming only
+        };
+
+        System.out.printf(Locale.ROOT, "Wickra Java throughput - %,d bars (median of 3 runs)%n%n", bars);
+        System.out.printf(Locale.ROOT, "%-22s%20s%18s%n", "Indicator", "streaming (Mupd/s)", "batch (Mupd/s)");
+        System.out.println("------------------------------------------------------------");
+
+        for (Indicator ind : indicators) {
+            String streamMups = String.format(Locale.ROOT, "%.1f", mups(bars, timeNs(ind.stream)));
+            String batchMups = ind.batch == null
+                ? "-"
+                : String.format(Locale.ROOT, "%.1f", mups(bars, timeNs(ind.batch)));
+            System.out.printf(Locale.ROOT, "%-22s%20s%18s%n", ind.name, streamMups, batchMups);
+        }
+
+        System.out.println(
+            "\nMupd/s = million indicator updates per second. Streaming is the per-tick\n"
+            + "update path crossing the Java FFM<->C-ABI boundary once per value; batch is\n"
+            + "the bulk array path (one boundary crossing). Higher is better. Numbers are\n"
+            + "machine-dependent - use them for relative comparison, not as a speed claim.");
+    }
+
+    private static double mups(int bars, double ns) {
+        return bars / (ns / 1e9) / 1e6;
+    }
+
+    // Median elapsed-ns over a few repetitions, after one warmup pass.
+    private static double timeNs(Runnable fn) {
+        fn.run(); // warmup (JIT + cache)
+        final int reps = 3;
+        double[] samples = new double[reps];
+        for (int r = 0; r < reps; r++) {
+            long t0 = System.nanoTime();
+            fn.run();
+            samples[r] = System.nanoTime() - t0;
+        }
+        Arrays.sort(samples);
+        return samples[reps / 2];
+    }
+
+    private record Indicator(String name, Runnable stream, Runnable batch) {}
+}
@@ -0,0 +1,171 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+
+  <groupId>org.wickra</groupId>
+  <artifactId>wickra</artifactId>
+  <version>0.8.4</version>
+  <packaging>jar</packaging>
+
+  <name>Wickra</name>
+  <description>High-performance streaming technical-analysis indicators (514 indicators) for the
+    JVM, backed by the native Rust core through the Wickra C ABI via the Java FFM API (Panama).</description>
+  <url>https://github.com/wickra-lib/wickra</url>
+
+  <licenses>
+    <license>
+      <name>MIT</name>
+      <url>https://opensource.org/licenses/MIT</url>
+      <distribution>repo</distribution>
+    </license>
+    <license>
+      <name>Apache-2.0</name>
+      <url>https://www.apache.org/licenses/LICENSE-2.0</url>
+      <distribution>repo</distribution>
+    </license>
+  </licenses>
+
+  <developers>
+    <developer>
+      <id>kingchenc</id>
+      <name>kingchenc</name>
+      <url>https://github.com/kingchenc</url>
+    </developer>
+  </developers>
+
+  <scm>
+    <connection>scm:git:https://github.com/wickra-lib/wickra.git</connection>
+    <developerConnection>scm:git:https://github.com/wickra-lib/wickra.git</developerConnection>
+    <url>https://github.com/wickra-lib/wickra</url>
+  </scm>
+
+  <properties>
+    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    <maven.compiler.release>22</maven.compiler.release>
+    <junit.version>5.10.2</junit.version>
+    <!-- The FFM API is restricted; grant native access to the unnamed module so
+         tests and examples run without warnings. Consumers pass the same flag. -->
+    <native.access.arg>--enable-native-access=ALL-UNNAMED</native.access.arg>
+  </properties>
+
+  <dependencies>
+    <dependency>
+      <groupId>org.junit.jupiter</groupId>
+      <artifactId>junit-jupiter</artifactId>
+      <version>${junit.version}</version>
+      <scope>test</scope>
+    </dependency>
+  </dependencies>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>3.13.0</version>
+      </plugin>
+
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-surefire-plugin</artifactId>
+        <version>3.2.5</version>
+        <configuration>
+          <argLine>${native.access.arg}</argLine>
+        </configuration>
+      </plugin>
+
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-jar-plugin</artifactId>
+        <version>3.4.1</version>
+        <configuration>
+          <archive>
+            <manifestEntries>
+              <!-- Grant native access when the jar is run directly. -->
+              <Enable-Native-Access>ALL-UNNAMED</Enable-Native-Access>
+            </manifestEntries>
+          </archive>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+
+  <profiles>
+    <!--
+      Release profile (CI only, gated): attaches source + javadoc jars, GPG-signs
+      every artifact, and publishes to Maven Central via the central-publishing
+      plugin. The native libraries are unpacked from the wickra-c-<triple>.tar.gz
+      release assets into src/main/resources/native/<os>-<arch>/ before `mvn deploy`,
+      so the published jar carries every platform's library.
+    -->
+    <profile>
+      <id>release</id>
+      <build>
+        <plugins>
+          <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-source-plugin</artifactId>
+            <version>3.3.1</version>
+            <executions>
+              <execution>
+                <id>attach-sources</id>
+                <goals><goal>jar-no-fork</goal></goals>
+              </execution>
+            </executions>
+          </plugin>
+
+          <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-javadoc-plugin</artifactId>
+            <version>3.7.0</version>
+            <configuration>
+              <!-- Generated members are self-descriptive; do not fail on doclint. -->
+              <doclint>none</doclint>
+              <quiet>true</quiet>
+            </configuration>
+            <executions>
+              <execution>
+                <id>attach-javadocs</id>
+                <goals><goal>jar</goal></goals>
+              </execution>
+            </executions>
+          </plugin>
+
+          <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-gpg-plugin</artifactId>
+            <version>3.2.4</version>
+            <executions>
+              <execution>
+                <id>sign-artifacts</id>
+                <phase>verify</phase>
+                <goals><goal>sign</goal></goals>
+                <configuration>
+                  <!-- Non-interactive signing on CI: modern GPG needs loopback
+                       pinentry to take the passphrase from the env without a TTY. -->
+                  <gpgArguments>
+                    <arg>--pinentry-mode</arg>
+                    <arg>loopback</arg>
+                  </gpgArguments>
+                </configuration>
+              </execution>
+            </executions>
+          </plugin>
+
+          <plugin>
+            <groupId>org.sonatype.central</groupId>
+            <artifactId>central-publishing-maven-plugin</artifactId>
+            <version>0.5.0</version>
+            <extensions>true</extensions>
+            <configuration>
+              <publishingServerId>central</publishingServerId>
+              <autoPublish>true</autoPublish>
+            </configuration>
+          </plugin>
+        </plugins>
+      </build>
+    </profile>
+  </profiles>
+</project>
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AbandonedBaby indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AbandonedBaby implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AbandonedBaby() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ABANDONED_BABY_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AbandonedBaby parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ABANDONED_BABY_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ABANDONED_BABY_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ABANDONED_BABY_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ABANDONED_BABY_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Abcd indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Abcd implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Abcd() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ABCD_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Abcd parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ABCD_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ABCD_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ABCD_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ABCD_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AbsoluteBreadthIndex indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AbsoluteBreadthIndex implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AbsoluteBreadthIndex() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ABSOLUTE_BREADTH_INDEX_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AbsoluteBreadthIndex parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ABSOLUTE_BREADTH_INDEX_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double[] change, double[] volume, double[] newHigh, double[] newLow, double[] aboveMa, double[] onBuySignal, long timestamp) {
+        if (volume.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newHigh.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newLow.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (aboveMa.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (onBuySignal.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment changeSeg = a.allocateFrom(JAVA_DOUBLE, change);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment newHighSeg = a.allocateFrom(JAVA_DOUBLE, newHigh);
+            MemorySegment newLowSeg = a.allocateFrom(JAVA_DOUBLE, newLow);
+            MemorySegment aboveMaSeg = a.allocateFrom(JAVA_DOUBLE, aboveMa);
+            MemorySegment onBuySignalSeg = a.allocateFrom(JAVA_DOUBLE, onBuySignal);
+            return (double) NativeMethods.WICKRA_ABSOLUTE_BREADTH_INDEX_UPDATE.invokeExact(handle, changeSeg, volumeSeg, newHighSeg, newLowSeg, aboveMaSeg, onBuySignalSeg, (long) change.length, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ABSOLUTE_BREADTH_INDEX_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,62 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AccelerationBands indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AccelerationBands implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AccelerationBands(int period, double factor) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ACCELERATION_BANDS_NEW.invokeExact((long) period, factor);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AccelerationBands parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ACCELERATION_BANDS_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AccelerationBandsOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(24L);
+            byte ok = (byte) NativeMethods.WICKRA_ACCELERATION_BANDS_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AccelerationBandsOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ACCELERATION_BANDS_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AccelerationBandsOutput(double upper, double middle, double lower) {}
@@ -0,0 +1,95 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AcceleratorOscillator indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AcceleratorOscillator implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AcceleratorOscillator(int aoFast, int aoSlow, int signalPeriod) {
+        if (aoFast < 0) {
+            throw new IllegalArgumentException("aoFast must be non-negative");
+        }
+        if (aoSlow < 0) {
+            throw new IllegalArgumentException("aoSlow must be non-negative");
+        }
+        if (signalPeriod < 0) {
+            throw new IllegalArgumentException("signalPeriod must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ACCELERATOR_OSCILLATOR_NEW.invokeExact((long) aoFast, (long) aoSlow, (long) signalPeriod);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AcceleratorOscillator parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ACCELERATOR_OSCILLATOR_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ACCELERATOR_OSCILLATOR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ACCELERATOR_OSCILLATOR_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ACCELERATOR_OSCILLATOR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdOscillator indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdOscillator implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdOscillator() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AD_OSCILLATOR_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdOscillator parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AD_OSCILLATOR_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AD_OSCILLATOR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AD_OSCILLATOR_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AD_OSCILLATOR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdVolumeLine indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdVolumeLine implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdVolumeLine() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AD_VOLUME_LINE_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdVolumeLine parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AD_VOLUME_LINE_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double[] change, double[] volume, double[] newHigh, double[] newLow, double[] aboveMa, double[] onBuySignal, long timestamp) {
+        if (volume.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newHigh.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newLow.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (aboveMa.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (onBuySignal.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment changeSeg = a.allocateFrom(JAVA_DOUBLE, change);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment newHighSeg = a.allocateFrom(JAVA_DOUBLE, newHigh);
+            MemorySegment newLowSeg = a.allocateFrom(JAVA_DOUBLE, newLow);
+            MemorySegment aboveMaSeg = a.allocateFrom(JAVA_DOUBLE, aboveMa);
+            MemorySegment onBuySignalSeg = a.allocateFrom(JAVA_DOUBLE, onBuySignal);
+            return (double) NativeMethods.WICKRA_AD_VOLUME_LINE_UPDATE.invokeExact(handle, changeSeg, volumeSeg, newHighSeg, newLowSeg, aboveMaSeg, onBuySignalSeg, (long) change.length, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AD_VOLUME_LINE_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdaptiveCci indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdaptiveCci implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdaptiveCci(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADAPTIVE_CCI_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdaptiveCci parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADAPTIVE_CCI_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ADAPTIVE_CCI_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADAPTIVE_CCI_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADAPTIVE_CCI_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,66 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdaptiveCycle indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdaptiveCycle implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdaptiveCycle() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADAPTIVE_CYCLE_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdaptiveCycle parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADAPTIVE_CYCLE_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_ADAPTIVE_CYCLE_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADAPTIVE_CYCLE_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADAPTIVE_CYCLE_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdaptiveLaguerreFilter indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdaptiveLaguerreFilter implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdaptiveLaguerreFilter(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADAPTIVE_LAGUERRE_FILTER_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdaptiveLaguerreFilter parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADAPTIVE_LAGUERRE_FILTER_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_ADAPTIVE_LAGUERRE_FILTER_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADAPTIVE_LAGUERRE_FILTER_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADAPTIVE_LAGUERRE_FILTER_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdaptiveRsi indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdaptiveRsi implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdaptiveRsi(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADAPTIVE_RSI_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdaptiveRsi parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADAPTIVE_RSI_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_ADAPTIVE_RSI_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADAPTIVE_RSI_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADAPTIVE_RSI_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Adl indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Adl implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Adl() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADL_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Adl parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADL_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ADL_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADL_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADL_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdvanceBlock indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdvanceBlock implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdvanceBlock() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADVANCE_BLOCK_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdvanceBlock parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADVANCE_BLOCK_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ADVANCE_BLOCK_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADVANCE_BLOCK_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADVANCE_BLOCK_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdvanceDecline indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdvanceDecline implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdvanceDecline() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADVANCE_DECLINE_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdvanceDecline parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADVANCE_DECLINE_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double[] change, double[] volume, double[] newHigh, double[] newLow, double[] aboveMa, double[] onBuySignal, long timestamp) {
+        if (volume.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newHigh.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newLow.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (aboveMa.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (onBuySignal.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment changeSeg = a.allocateFrom(JAVA_DOUBLE, change);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment newHighSeg = a.allocateFrom(JAVA_DOUBLE, newHigh);
+            MemorySegment newLowSeg = a.allocateFrom(JAVA_DOUBLE, newLow);
+            MemorySegment aboveMaSeg = a.allocateFrom(JAVA_DOUBLE, aboveMa);
+            MemorySegment onBuySignalSeg = a.allocateFrom(JAVA_DOUBLE, onBuySignal);
+            return (double) NativeMethods.WICKRA_ADVANCE_DECLINE_UPDATE.invokeExact(handle, changeSeg, volumeSeg, newHighSeg, newLowSeg, aboveMaSeg, onBuySignalSeg, (long) change.length, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADVANCE_DECLINE_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AdvanceDeclineRatio indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AdvanceDeclineRatio implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AdvanceDeclineRatio() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADVANCE_DECLINE_RATIO_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AdvanceDeclineRatio parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADVANCE_DECLINE_RATIO_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double[] change, double[] volume, double[] newHigh, double[] newLow, double[] aboveMa, double[] onBuySignal, long timestamp) {
+        if (volume.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newHigh.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (newLow.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (aboveMa.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        if (onBuySignal.length != change.length) {
+            throw new IllegalArgumentException("input arrays in the same group must have equal length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment changeSeg = a.allocateFrom(JAVA_DOUBLE, change);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment newHighSeg = a.allocateFrom(JAVA_DOUBLE, newHigh);
+            MemorySegment newLowSeg = a.allocateFrom(JAVA_DOUBLE, newLow);
+            MemorySegment aboveMaSeg = a.allocateFrom(JAVA_DOUBLE, aboveMa);
+            MemorySegment onBuySignalSeg = a.allocateFrom(JAVA_DOUBLE, onBuySignal);
+            return (double) NativeMethods.WICKRA_ADVANCE_DECLINE_RATIO_UPDATE.invokeExact(handle, changeSeg, volumeSeg, newHighSeg, newLowSeg, aboveMaSeg, onBuySignalSeg, (long) change.length, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADVANCE_DECLINE_RATIO_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,62 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Adx indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Adx implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Adx(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADX_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Adx parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADX_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AdxOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(24L);
+            byte ok = (byte) NativeMethods.WICKRA_ADX_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AdxOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADX_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AdxOutput(double plusDi, double minusDi, double adx) {}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Adxr indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Adxr implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Adxr(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ADXR_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Adxr parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ADXR_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ADXR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ADXR_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ADXR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,68 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Alligator indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Alligator implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Alligator(int jawPeriod, int teethPeriod, int lipsPeriod) {
+        if (jawPeriod < 0) {
+            throw new IllegalArgumentException("jawPeriod must be non-negative");
+        }
+        if (teethPeriod < 0) {
+            throw new IllegalArgumentException("teethPeriod must be non-negative");
+        }
+        if (lipsPeriod < 0) {
+            throw new IllegalArgumentException("lipsPeriod must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ALLIGATOR_NEW.invokeExact((long) jawPeriod, (long) teethPeriod, (long) lipsPeriod);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Alligator parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ALLIGATOR_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AlligatorOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(24L);
+            byte ok = (byte) NativeMethods.WICKRA_ALLIGATOR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AlligatorOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ALLIGATOR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AlligatorOutput(double jaw, double teeth, double lips) {}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Alma indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Alma implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Alma(int period, double offset, double sigma) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ALMA_NEW.invokeExact((long) period, offset, sigma);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Alma parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ALMA_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_ALMA_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ALMA_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ALMA_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,73 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Alpha indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Alpha implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Alpha(int period, double riskFree) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ALPHA_NEW.invokeExact((long) period, riskFree);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Alpha parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ALPHA_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double x, double y) {
+        try {
+            return (double) NativeMethods.WICKRA_ALPHA_UPDATE.invokeExact(handle, x, y);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] x, double[] y) {
+        int n = x.length;
+        if (y.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment xSeg = a.allocateFrom(JAVA_DOUBLE, x);
+            MemorySegment ySeg = a.allocateFrom(JAVA_DOUBLE, y);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ALPHA_BATCH.invokeExact(handle, xSeg, ySeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ALPHA_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,54 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AmihudIlliquidity indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AmihudIlliquidity implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AmihudIlliquidity(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AMIHUD_ILLIQUIDITY_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AmihudIlliquidity parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AMIHUD_ILLIQUIDITY_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double price, double size, boolean isBuy, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AMIHUD_ILLIQUIDITY_UPDATE.invokeExact(handle, price, size, (byte) (isBuy ? 1 : 0), timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AMIHUD_ILLIQUIDITY_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,66 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AnchoredRsi indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AnchoredRsi implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AnchoredRsi() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ANCHORED_RSI_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AnchoredRsi parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ANCHORED_RSI_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_ANCHORED_RSI_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ANCHORED_RSI_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ANCHORED_RSI_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AnchoredVwap indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AnchoredVwap implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AnchoredVwap() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ANCHORED_VWAP_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AnchoredVwap parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ANCHORED_VWAP_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ANCHORED_VWAP_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ANCHORED_VWAP_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ANCHORED_VWAP_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,62 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AndrewsPitchfork indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AndrewsPitchfork implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AndrewsPitchfork(int strength) {
+        if (strength < 0) {
+            throw new IllegalArgumentException("strength must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ANDREWS_PITCHFORK_NEW.invokeExact((long) strength);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AndrewsPitchfork parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ANDREWS_PITCHFORK_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AndrewsPitchforkOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(24L);
+            byte ok = (byte) NativeMethods.WICKRA_ANDREWS_PITCHFORK_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AndrewsPitchforkOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ANDREWS_PITCHFORK_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AndrewsPitchforkOutput(double median, double upper, double lower) {}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Apo indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Apo implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Apo(int fast, int slow) {
+        if (fast < 0) {
+            throw new IllegalArgumentException("fast must be non-negative");
+        }
+        if (slow < 0) {
+            throw new IllegalArgumentException("slow must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_APO_NEW.invokeExact((long) fast, (long) slow);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Apo parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_APO_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_APO_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_APO_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_APO_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,61 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Aroon indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Aroon implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Aroon(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AROON_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Aroon parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AROON_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AroonOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(16L);
+            byte ok = (byte) NativeMethods.WICKRA_AROON_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AroonOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AROON_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AroonOscillator indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AroonOscillator implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AroonOscillator(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AROON_OSCILLATOR_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AroonOscillator parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AROON_OSCILLATOR_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AROON_OSCILLATOR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AROON_OSCILLATOR_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AROON_OSCILLATOR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AroonOutput(double up, double down) {}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Atr indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Atr implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Atr(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ATR_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Atr parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ATR_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ATR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ATR_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ATR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,62 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AtrBands indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AtrBands implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AtrBands(int period, double multiplier) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ATR_BANDS_NEW.invokeExact((long) period, multiplier);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AtrBands parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ATR_BANDS_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AtrBandsOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(24L);
+            byte ok = (byte) NativeMethods.WICKRA_ATR_BANDS_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AtrBandsOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ATR_BANDS_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AtrBandsOutput(double upper, double middle, double lower) {}
@@ -0,0 +1,61 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AtrRatchet indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AtrRatchet implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AtrRatchet(int atrPeriod, double startMult, double increment) {
+        if (atrPeriod < 0) {
+            throw new IllegalArgumentException("atrPeriod must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ATR_RATCHET_NEW.invokeExact((long) atrPeriod, startMult, increment);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AtrRatchet parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ATR_RATCHET_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AtrRatchetOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(16L);
+            byte ok = (byte) NativeMethods.WICKRA_ATR_RATCHET_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AtrRatchetOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ATR_RATCHET_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AtrRatchetOutput(double value, double direction) {}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AtrTrailingStop indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AtrTrailingStop implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AtrTrailingStop(int atrPeriod, double multiplier) {
+        if (atrPeriod < 0) {
+            throw new IllegalArgumentException("atrPeriod must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_ATR_TRAILING_STOP_NEW.invokeExact((long) atrPeriod, multiplier);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AtrTrailingStop parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_ATR_TRAILING_STOP_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_ATR_TRAILING_STOP_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_ATR_TRAILING_STOP_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_ATR_TRAILING_STOP_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,63 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AutoFib indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AutoFib implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AutoFib() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AUTO_FIB_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AutoFib parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AUTO_FIB_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public AutoFibOutput update(double open, double high, double low, double close, double volume, long timestamp) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(56L);
+            byte ok = (byte) NativeMethods.WICKRA_AUTO_FIB_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new AutoFibOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L),
+                out.get(JAVA_DOUBLE, 24L),
+                out.get(JAVA_DOUBLE, 32L),
+                out.get(JAVA_DOUBLE, 40L),
+                out.get(JAVA_DOUBLE, 48L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AUTO_FIB_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record AutoFibOutput(double level0, double level236, double level382, double level500, double level618, double level786, double level1000) {}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Autocorrelation indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Autocorrelation implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Autocorrelation(int period, int lag) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        if (lag < 0) {
+            throw new IllegalArgumentException("lag must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AUTOCORRELATION_NEW.invokeExact((long) period, (long) lag);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Autocorrelation parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AUTOCORRELATION_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_AUTOCORRELATION_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AUTOCORRELATION_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AUTOCORRELATION_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,72 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AutocorrelationPeriodogram indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AutocorrelationPeriodogram implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AutocorrelationPeriodogram(int minPeriod, int maxPeriod) {
+        if (minPeriod < 0) {
+            throw new IllegalArgumentException("minPeriod must be non-negative");
+        }
+        if (maxPeriod < 0) {
+            throw new IllegalArgumentException("maxPeriod must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AUTOCORRELATION_PERIODOGRAM_NEW.invokeExact((long) minPeriod, (long) maxPeriod);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AutocorrelationPeriodogram parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AUTOCORRELATION_PERIODOGRAM_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_AUTOCORRELATION_PERIODOGRAM_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AUTOCORRELATION_PERIODOGRAM_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AUTOCORRELATION_PERIODOGRAM_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AverageDailyRange indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AverageDailyRange implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AverageDailyRange(int period, int utcOffsetMinutes) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AVERAGE_DAILY_RANGE_NEW.invokeExact((long) period, utcOffsetMinutes);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AverageDailyRange parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AVERAGE_DAILY_RANGE_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AVERAGE_DAILY_RANGE_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AVERAGE_DAILY_RANGE_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AVERAGE_DAILY_RANGE_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AverageDrawdown indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AverageDrawdown implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AverageDrawdown(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AVERAGE_DRAWDOWN_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AverageDrawdown parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AVERAGE_DRAWDOWN_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_AVERAGE_DRAWDOWN_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AVERAGE_DRAWDOWN_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AVERAGE_DRAWDOWN_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AvgPrice indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AvgPrice implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AvgPrice() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AVG_PRICE_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AvgPrice parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AVG_PRICE_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AVG_PRICE_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AVG_PRICE_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AVG_PRICE_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,92 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AwesomeOscillator indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AwesomeOscillator implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AwesomeOscillator(int fast, int slow) {
+        if (fast < 0) {
+            throw new IllegalArgumentException("fast must be non-negative");
+        }
+        if (slow < 0) {
+            throw new IllegalArgumentException("slow must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AWESOME_OSCILLATOR_NEW.invokeExact((long) fast, (long) slow);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AwesomeOscillator parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AWESOME_OSCILLATOR_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AWESOME_OSCILLATOR_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AWESOME_OSCILLATOR_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AWESOME_OSCILLATOR_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,95 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming AwesomeOscillatorHistogram indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class AwesomeOscillatorHistogram implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public AwesomeOscillatorHistogram(int fast, int slow, int smaPeriod) {
+        if (fast < 0) {
+            throw new IllegalArgumentException("fast must be non-negative");
+        }
+        if (slow < 0) {
+            throw new IllegalArgumentException("slow must be non-negative");
+        }
+        if (smaPeriod < 0) {
+            throw new IllegalArgumentException("smaPeriod must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_AWESOME_OSCILLATOR_HISTOGRAM_NEW.invokeExact((long) fast, (long) slow, (long) smaPeriod);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid AwesomeOscillatorHistogram parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_AWESOME_OSCILLATOR_HISTOGRAM_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_AWESOME_OSCILLATOR_HISTOGRAM_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_AWESOME_OSCILLATOR_HISTOGRAM_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_AWESOME_OSCILLATOR_HISTOGRAM_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BalanceOfPower indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BalanceOfPower implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BalanceOfPower() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BALANCE_OF_POWER_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BalanceOfPower parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BALANCE_OF_POWER_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_BALANCE_OF_POWER_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BALANCE_OF_POWER_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BALANCE_OF_POWER_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BandpassFilter indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BandpassFilter implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BandpassFilter(int period, double bandwidth) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BANDPASS_FILTER_NEW.invokeExact((long) period, bandwidth);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BandpassFilter parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BANDPASS_FILTER_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_BANDPASS_FILTER_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BANDPASS_FILTER_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BANDPASS_FILTER_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Bat indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Bat implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Bat() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BAT_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Bat parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BAT_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_BAT_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BAT_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BAT_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BeltHold indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BeltHold implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BeltHold() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BELT_HOLD_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BeltHold parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BELT_HOLD_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_BELT_HOLD_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BELT_HOLD_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BELT_HOLD_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,73 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming Beta indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class Beta implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public Beta(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BETA_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid Beta parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BETA_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double x, double y) {
+        try {
+            return (double) NativeMethods.WICKRA_BETA_UPDATE.invokeExact(handle, x, y);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] x, double[] y) {
+        int n = x.length;
+        if (y.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment xSeg = a.allocateFrom(JAVA_DOUBLE, x);
+            MemorySegment ySeg = a.allocateFrom(JAVA_DOUBLE, y);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BETA_BATCH.invokeExact(handle, xSeg, ySeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BETA_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,73 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BetaNeutralSpread indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BetaNeutralSpread implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BetaNeutralSpread(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BETA_NEUTRAL_SPREAD_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BetaNeutralSpread parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BETA_NEUTRAL_SPREAD_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double x, double y) {
+        try {
+            return (double) NativeMethods.WICKRA_BETA_NEUTRAL_SPREAD_UPDATE.invokeExact(handle, x, y);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] x, double[] y) {
+        int n = x.length;
+        if (y.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment xSeg = a.allocateFrom(JAVA_DOUBLE, x);
+            MemorySegment ySeg = a.allocateFrom(JAVA_DOUBLE, y);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BETA_NEUTRAL_SPREAD_BATCH.invokeExact(handle, xSeg, ySeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BETA_NEUTRAL_SPREAD_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,89 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BetterVolume indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BetterVolume implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BetterVolume(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BETTER_VOLUME_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BetterVolume parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BETTER_VOLUME_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_BETTER_VOLUME_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BETTER_VOLUME_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BETTER_VOLUME_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BipowerVariation indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BipowerVariation implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BipowerVariation(int period) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BIPOWER_VARIATION_NEW.invokeExact((long) period);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BipowerVariation parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BIPOWER_VARIATION_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_BIPOWER_VARIATION_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BIPOWER_VARIATION_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BIPOWER_VARIATION_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,86 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BodySizePct indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BodySizePct implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BodySizePct() {
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BODY_SIZE_PCT_NEW.invokeExact();
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BodySizePct parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BODY_SIZE_PCT_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double open, double high, double low, double close, double volume, long timestamp) {
+        try {
+            return (double) NativeMethods.WICKRA_BODY_SIZE_PCT_UPDATE.invokeExact(handle, open, high, low, close, volume, timestamp);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] open, double[] high, double[] low, double[] close, double[] volume, double[] timestamp) {
+        int n = open.length;
+        if (high.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (low.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (close.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (volume.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        if (timestamp.length != n) {
+            throw new IllegalArgumentException("all input arrays must have the same length");
+        }
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment openSeg = a.allocateFrom(JAVA_DOUBLE, open);
+            MemorySegment highSeg = a.allocateFrom(JAVA_DOUBLE, high);
+            MemorySegment lowSeg = a.allocateFrom(JAVA_DOUBLE, low);
+            MemorySegment closeSeg = a.allocateFrom(JAVA_DOUBLE, close);
+            MemorySegment volumeSeg = a.allocateFrom(JAVA_DOUBLE, volume);
+            MemorySegment timestampSeg = a.allocateFrom(JAVA_DOUBLE, timestamp);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BODY_SIZE_PCT_BATCH.invokeExact(handle, openSeg, highSeg, lowSeg, closeSeg, volumeSeg, timestampSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BODY_SIZE_PCT_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,63 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BollingerBands indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BollingerBands implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BollingerBands(int period, double multiplier) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BOLLINGER_BANDS_NEW.invokeExact((long) period, multiplier);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BollingerBands parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BOLLINGER_BANDS_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public BollingerOutput update(double value) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(32L);
+            byte ok = (byte) NativeMethods.WICKRA_BOLLINGER_BANDS_UPDATE.invokeExact(handle, value, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new BollingerOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L),
+                out.get(JAVA_DOUBLE, 24L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BOLLINGER_BANDS_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,69 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BollingerBandwidth indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BollingerBandwidth implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BollingerBandwidth(int period, double multiplier) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BOLLINGER_BANDWIDTH_NEW.invokeExact((long) period, multiplier);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BollingerBandwidth parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BOLLINGER_BANDWIDTH_FREE);
+    }
+
+    /** Push one observation; returns the indicator value (NaN during warmup). */
+    public double update(double value) {
+        try {
+            return (double) NativeMethods.WICKRA_BOLLINGER_BANDWIDTH_UPDATE.invokeExact(handle, value);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Vectorized update over a whole series; NaN at warmup positions. */
+    public double[] batch(double[] input) {
+        int n = input.length;
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment inputSeg = a.allocateFrom(JAVA_DOUBLE, input);
+            MemorySegment outSeg = a.allocate(JAVA_DOUBLE.byteSize() * n);
+            NativeMethods.WICKRA_BOLLINGER_BANDWIDTH_BATCH.invokeExact(handle, inputSeg, outSeg, (long) n);
+            double[] out = new double[n];
+            MemorySegment.copy(outSeg, JAVA_DOUBLE, 0L, out, 0, n);
+            return out;
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BOLLINGER_BANDWIDTH_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
@@ -0,0 +1,5 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+/** Output record produced by the matching indicator. */
+public record BollingerOutput(double upper, double middle, double lower, double stddev) {}
@@ -0,0 +1,62 @@
+// Generated from bindings/c/include/wickra.h. Do not edit by hand.
+package org.wickra;
+
+import org.wickra.internal.NativeMethods;
+import org.wickra.internal.WickraNative;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.ref.Cleaner;
+import static java.lang.foreign.ValueLayout.*;
+
+/** Streaming BomarBands indicator over the Wickra C ABI. Not thread-safe; close when done. */
+public final class BomarBands implements AutoCloseable {
+    private final MemorySegment handle;
+    private final Cleaner.Cleanable cleanable;
+
+    public BomarBands(int period, double coverage) {
+        if (period < 0) {
+            throw new IllegalArgumentException("period must be non-negative");
+        }
+        MemorySegment h;
+        try {
+            h = (MemorySegment) NativeMethods.WICKRA_BOMAR_BANDS_NEW.invokeExact((long) period, coverage);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+        if (h.address() == 0L) {
+            throw new IllegalArgumentException("invalid BomarBands parameters");
+        }
+        this.handle = h;
+        this.cleanable = WickraNative.register(this, h, NativeMethods.WICKRA_BOMAR_BANDS_FREE);
+    }
+
+    /** Push one observation; returns the result, or null during warmup. */
+    public BomarBandsOutput update(double value) {
+        try (Arena a = Arena.ofConfined()) {
+            MemorySegment out = a.allocate(24L);
+            byte ok = (byte) NativeMethods.WICKRA_BOMAR_BANDS_UPDATE.invokeExact(handle, value, out);
+            if (ok == 0) {
+                return null;
+            }
+            return new BomarBandsOutput(
+                out.get(JAVA_DOUBLE, 0L),
+                out.get(JAVA_DOUBLE, 8L),
+                out.get(JAVA_DOUBLE, 16L));
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    /** Reset to the just-constructed state. */
+    public void reset() {
+        try {
+            NativeMethods.WICKRA_BOMAR_BANDS_RESET.invokeExact(handle);
+        } catch (Throwable t) {
+            throw WickraNative.rethrow(t);
+        }
+    }
+
+    @Override public void close() {
+        cleanable.clean();
+    }
+}
--- a/Show More
+++ b/Show More