* feat(rvi): add Relative Vigor Index
Dorsey's RVI = SMA(close - open, period) / SMA(high - low, period) over
a rolling window of period candles. Candle input, single parameter
period (default 10). Positive on average-bullish windows, negative on
average-bearish. Holds the previous value if the entire window has
zero range (denominator undefined).
Reference: Donald Dorsey, also pandas-ta rvi.
Touchpoints: rvi.rs + mod.rs + lib.rs re-export, PyRvi + __init__.py
+ test_new_indicators CANDLE_SCALAR + test_known_values reference,
RviNode (4-column OHLC batch) + index.d.ts/index.js + indicators.test
.js factory + reference, WasmRvi + make_candle_ohlc helper, candle-fuzz
target + criterion bench, README + CHANGELOG.
* feat(pgo): add Pretty Good Oscillator
Mark Johnson's PGO = (close - SMA(close, period)) / EMA(TR, period).
Counts roughly how many ATR-equivalents the close sits from its
period-bar mean. Candle input, single parameter period (default 14).
Johnson's heuristic uses +3/-3 crossings as entry signals.
Touchpoints: pgo.rs + mod.rs + lib.rs re-export, PyPgo + __init__.py
+ test_new_indicators CANDLE_SCALAR + test_known_values flat-close
reference, PgoNode (h/l/c) + index.d.ts/index.js + indicators.test.js
factory + reference, WasmPgo, candle-fuzz target + bench, README +
CHANGELOG.
* feat(kst): add Know Sure Thing (Pring)
Pring's long-horizon momentum oscillator: weighted sum of four
SMA-smoothed ROC series with fixed weights 1, 2, 3, 4, plus an SMA
signal line. Nine parameters (four ROC periods, four SMA periods, one
signal period); classic() applies Pring's recommended defaults.
Multi-output indicator emitting KstOutput { kst, signal }.
Touchpoints: kst.rs + mod.rs + lib.rs re-export, PyKst + __init__.py
+ test_new_indicators MULTI + test_known_values flat-input reference,
KstNode + KstValue + index.d.ts/index.js + indicators.test.js multi
factory + reference, WasmKst (manual JsValue object), scalar-fuzz
target (handled outside the f64-output drive helper), README +
CHANGELOG.
* feat(smi): add Stochastic Momentum Index (Blau)
Blau's doubly-EMA-smoothed bounded oscillator: measures the close's
displacement from the centre of the recent high-low range, scaled by
the smoothed range. Candle input, three parameters (period, d_period,
d2_period) with defaults 5 / 3 / 3.
Internally feeds both the displacement-EMA stack and the range-EMA
stack on every candle so they warm up in parallel (gating either
behind the other starves the second by one input).
Touchpoints: smi.rs + mod.rs + lib.rs re-export, PySmi + __init__.py
+ test_new_indicators CANDLE_SCALAR + test_known_values flat-input
reference, SmiNode + index.d.ts/index.js + indicators.test.js factory
+ reference, WasmSmi, candle-fuzz target, README + CHANGELOG.
* feat(laguerre-rsi): add Ehlers Laguerre RSI
Four-stage Laguerre polynomial filter wrapped in an RSI-style up/down
accumulator. Single gamma in [0, 1] (default 0.5) trades lag for
smoothness. State is seeded by setting all four L_i to the first input
so a constant series stays at the neutral 50. Output clamped to
[0, 100] to absorb floating-point rounding.
Reference: Ehlers, Time Warp - Without Space Travel, 2002.
Touchpoints: laguerre_rsi.rs + mod.rs + lib.rs re-export, PyLaguerreRsi
+ __init__.py + test_new_indicators SCALAR + test_known_values neutral
reference, LaguerreRsiNode + index.d.ts/index.js + indicators.test.js
factory + reference, WasmLaguerreRsi via scalar macro, scalar-fuzz
target, README + CHANGELOG.
* feat(connors-rsi): add Connors RSI (CRSI)
Larry Connors' 3-component aggregate: RSI(close), RSI(streak), and
PercentRank of the 1-period return over the last period_rank returns.
Each component is bounded in [0, 100] so the aggregate is too.
Three parameters (period_rsi, period_streak, period_rank) with
defaults 3 / 2 / 100. Streak tracks consecutive up/down runs (resets
to 0 on unchanged close).
Touchpoints: connors_rsi.rs + mod.rs + lib.rs re-export, PyConnorsRsi
+ __init__.py + test_new_indicators SCALAR + test_known_values bounded
reference, ConnorsRsiNode + index.d.ts/index.js + indicators.test.js
factory + reference, WasmConnorsRsi via scalar macro, scalar-fuzz
target, README + CHANGELOG.
* feat(inertia): add Dorsey Inertia (RVI + LinReg)
Donald Dorsey's Inertia — a LinearRegression smoothing of the RVI
series. Endpoint of an n-bar least-squares fit of RVI is the indicator
reading. Preserves trend direction while damping the ratio. Candle
input, two parameters (rvi_period, linreg_period) with defaults 14 / 20.
Touchpoints: inertia.rs + mod.rs + lib.rs re-export, PyInertia +
__init__.py + test_new_indicators CANDLE_SCALAR + test_known_values
constant reference, InertiaNode (4-column OHLC batch) + index.d.ts /
index.js + indicators.test.js factory + reference, WasmInertia,
candle-fuzz target, README + CHANGELOG.
* test(kst): Move KST out of MULTI dict (it is scalar-input)
KST sits in the MULTI dict (candle-input, multi-output) but its
update() takes a single f64, not a candle tuple. The shared streaming
loop in test_multi_streaming_matches_batch fed the OHLCV tuple in,
which crashed with `TypeError: argument 'value': must be real number,
not tuple` on every Python matrix entry.
Split into a new MULTI_SCALAR_INPUT dict with its own test function
that feeds the close-price stream as floats. KST is currently the
only such indicator; structure is ready for future scalar-input
multi-output additions (e.g. some MACD-shaped indicators).
* test(coverage): Cover SMI zero-range and ConnorsRsi zero-prev cold paths
codecov/patch on PR 40 flagged two uncovered defensive branches:
- SMI returns self.current early when the smoothed range collapses to
zero (`r2 <= 0.0`) so the formula stays defined. Exercised by feeding
bars where high == low.
- ConnorsRsi skips the ROC ring-buffer update when the previous price
is exactly zero so the divide-by-zero in `(input - prev) / prev` is
impossible. Exercised by seeding the first bar at 0.0.
490 lines
27 KiB
Markdown
490 lines
27 KiB
Markdown
# Changelog
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All notable changes to Wickra are documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [Unreleased]
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### Added
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- **Family 02 — Momentum Oscillators.** `Inertia` (Dorsey): a
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`LinearRegression` smoothing of the `RVI` series — preserves trend
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direction while damping the underlying ratio. Candle input, two
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parameters `(rvi_period, linreg_period)` (defaults 14 / 20). Exposed
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in all four bindings.
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- **Family 02 — Momentum Oscillators.** `ConnorsRsi`: Larry Connors'
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3-component aggregate — `RSI(close)`, `RSI(streak)`, and the
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percentile rank of the 1-bar return over the recent `period_rank`
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returns. Bounded in `[0, 100]`. Three parameters
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`(period_rsi, period_streak, period_rank)` (defaults 3 / 2 / 100).
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Exposed in all four bindings.
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- **Family 02 — Momentum Oscillators.** `LaguerreRsi` (Ehlers):
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four-stage Laguerre polynomial filter wrapped in an RSI-style up/down
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accumulator. Single parameter `gamma` in `[0, 1]` (default 0.5) trades
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lag for smoothness. State is seeded to the first input so a constant
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series stays at the neutral 50. Output clamped to `[0, 100]`. Exposed
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in all four bindings.
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- **Family 02 — Momentum Oscillators.** `SMI` (Stochastic Momentum
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Index, Blau): doubly-`EMA`-smoothed bounded oscillator measuring the
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close's displacement from the centre of the recent high-low range,
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scaled by the smoothed range. Candle input, three parameters
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`(period, d_period, d2_period)` (defaults 5 / 3 / 3). Exposed in all
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four bindings.
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- **Family 02 — Momentum Oscillators.** `KST` (Know Sure Thing, Pring):
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weighted sum of four `SMA`-smoothed `ROC` series with Pring's fixed
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weights `1, 2, 3, 4`, plus an `SMA` signal line. Nine parameters
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(four ROC periods, four SMA periods, signal period); `Kst::classic()`
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uses Pring's recommended defaults. Multi-output indicator emitting
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`KstOutput { kst, signal }`. Exposed in all four bindings.
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- **Family 02 — Momentum Oscillators.** `PGO` (Pretty Good Oscillator,
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Mark Johnson): `(close − SMA(close, period)) / EMA(TR, period)`.
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Candle input, single parameter `period` (default 14). Roughly counts
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how many ATR-equivalents the close is from its mean. Exposed in all
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four bindings.
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- **Family 02 — Momentum Oscillators.** `RVI` (Relative Vigor Index,
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Dorsey): per-bar ratio `SMA(close - open, period) / SMA(high - low,
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period)`. Candle input, single parameter `period` (default 10).
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Positive on average-bullish windows, negative on average-bearish.
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Holds previous value if the entire window has zero range. Exposed in
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all four bindings.
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- **Family 01 — Moving Averages.** `ALMA` (Arnaud Legoux Moving Average):
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Gaussian-weighted moving average with configurable centre (`offset` in
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`[0, 1]`) and kernel width (`sigma > 0`). Community-standard defaults
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`(period = 9, offset = 0.85, sigma = 6.0)` available via `Alma::classic()`.
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Exposed in all four bindings (Rust, Python, Node, WASM).
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- **Family 01 — Moving Averages.** `EVWMA` (Elastic Volume-Weighted
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Moving Average, Fries 2001): an "elastic" recurrence whose smoothing
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weight is the bar's volume relative to the running window-volume.
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Candle input (uses close + volume), single parameter `period`
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(default 20). Holds its previous value if the entire window has zero
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volume. Exposed in all four bindings.
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- **Family 01 — Moving Averages.** `Alligator` (Bill Williams): three
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SMMA lines (Jaw / Teeth / Lips) of the median price `(high + low) / 2`
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with default periods 13 / 8 / 5. Multi-output indicator emitting
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`AlligatorOutput { jaw, teeth, lips }`. Visual chart shift is left to
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the consumer. Exposed in all four bindings.
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- **Family 01 — Moving Averages.** `JMA` (Jurik Moving Average):
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three-stage filter reconstruction of Mark Jurik's adaptive MA.
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Three parameters: `period` (14), `phase` in `[-100, 100]` (0), `power`
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in `1..=4` (2). State is seeded to the first input so a constant series
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is reproduced exactly. Exposed in all four bindings.
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- **Family 01 — Moving Averages.** `VIDYA` (Variable Index Dynamic
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Average, Chande 1992): EMA whose smoothing factor is scaled by the
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absolute Chande Momentum Oscillator. Two parameters `period` and
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`cmo_period` (defaults 14 / 9). Exposed in all four bindings.
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- **Family 01 — Moving Averages.** `FRAMA` (Fractal Adaptive Moving
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Average, Ehlers 2005): adapts its smoothing constant to the fractal
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dimension of the recent window — fast in trends, slow in chop. Single
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parameter `period` (must be even, default 16). Exposed in all four
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bindings.
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- **Family 01 — Moving Averages.** `McGinleyDynamic`: John McGinley's
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self-adjusting MA. Single parameter `period`; the recurrence
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`MD + (price - MD) / (0.6 * period * (price / MD)^4)` speeds up when price
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falls below the indicator and damps when price runs above. Seeded with the
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simple average of the first `period` inputs. Exposed in all four bindings.
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## [0.2.7] - 2026-05-24
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### Added
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- **Windows ARM64 is back.** npm Support unblocked the
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`wickra-win32-arm64-msvc` sub-package name (same path
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`wickra-win32-x64-msvc` took through 0.1.4) and transferred write
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access to @kingchenc. 0.2.7 ships the binding for
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`aarch64-pc-windows-msvc` alongside the existing five platforms:
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the `napi.triples.additional` entry, the `optionalDependencies`
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pin, the `bindings/node/npm/win32-arm64-msvc/` sub-package and the
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`windows-11-arm` row of the release.yml node-build matrix are all
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restored from 8aa74cb. `npm install wickra` on Windows ARM64 now
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resolves to a native build instead of failing the loader's
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optional-dep lookup. PyPI's `win_arm64` wheel was unaffected and
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carries through as before.
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### Changed
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- **Benchmark CPU renamed.** The "Reproduced on" line in every
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README listed an AMD Ryzen 9 7950X3D; the canonical machine is
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actually a Ryzen 9 9950X. Speedup ratios in the tables are
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unchanged (they're relative across libraries on the same machine),
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only the labelling is corrected. The performance-regression issue
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template's CPU example was updated for consistency.
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## [0.2.6] - 2026-05-24
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### Fixed
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- **docs.rs build.** Rust 1.92 removed the `doc_auto_cfg` feature gate
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and folded it back into `doc_cfg` (rust-lang/rust#138907). docs.rs
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builds against the latest nightly and sets `--cfg docsrs`, so every
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published 0.2.x failed with E0557 on the
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`#![cfg_attr(docsrs, feature(doc_auto_cfg))]` line at the top of
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`wickra`, `wickra-core`, and `wickra-data`. GitHub CI didn't see
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this — stable rustc never enables the `docsrs` cfg. The three
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library crates now gate on `doc_cfg` (same intent, same rendered
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output on docs.rs, builds again on nightly).
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### Changed
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- **README — Wickra is now the top row of every comparison table.**
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The "Why Wickra exists" library matrix and the per-indicator
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benchmark tables previously placed Wickra at the bottom; a reader
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landing on the README is here to compare *against* Wickra, so the
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pivot row belongs at the top with a ★ marker. Same column data,
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same winner annotations — only row order changed. Mirrored across
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the umbrella README and every binding README so crates.io / PyPI /
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npm landing pages stay in sync.
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## [0.2.5] - 2026-05-24
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### Added
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- `BinanceConfig` plus `BinanceKlineStream::connect_with_config(symbols, interval, config)`
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in `wickra-data`'s `live::binance` module. `connect()` keeps its previous
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signature and now forwards to the new entry-point with the defaults, so the
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public API is backwards-compatible. The config lets callers point the
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stream at Binance Testnet (`wss://testnet.binance.vision`) or tune the
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read timeout, reconnect attempt count, initial / capped backoff and frame
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size limits without rewriting the connector.
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- README **Disclaimer** section clarifying that Wickra is an indicator
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toolkit (not a trading system) and that any production-trading use is at
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the caller's own risk. The legal terms in [LICENSE](LICENSE) are
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unchanged.
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### Changed
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- `BinanceKlineStream::next_event` now writes the Pong reply to a server
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`Ping` on a best-effort basis. A failed write means the connection is
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already dead, so the existing timeout / read-error reconnect arm one
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loop iteration later picks it up — the previous explicit reconnect on
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Pong-write failure is gone. Observable behaviour is unchanged for every
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healthy connection.
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## [0.2.1] - 2026-05-23
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### Changed
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- **MSRV bumped.** Workspace minimum supported Rust version is now **1.86**
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(was 1.75) and the Node binding (`wickra-node`) is now **1.88** (was 1.77).
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The bumps are driven by transitive-dependency floors that were lifted in
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recent updates: `criterion 0.8.2` (the bench dev-dep) requires Rust 1.86,
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and `napi-build >= 2.3.2` requires Rust 1.88. Pinning those deps to the
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older versions would have frozen us out of future security fixes from
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those upstreams, so lifting the MSRV is the cleaner path for a young 0.x
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library. Downstream consumers on older Rust toolchains can stay on
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Wickra 0.2.0.
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- Bumped the bench dev-dep `criterion` from 0.5 to 0.8 and migrated
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`bindings/wickra/benches/indicators.rs` from the deprecated
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`criterion::black_box` re-export to the stable `std::hint::black_box`.
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- Bumped `tokio-tungstenite` from 0.24 to 0.29. `WebSocketConfig` became
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`#[non_exhaustive]` upstream, so the struct-literal construction in
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`crates/wickra-data/src/live/binance.rs` is rewritten to the
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builder-style `WebSocketConfig::default().max_message_size(..).max_frame_size(..)`.
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Same caps, same semantics, same default carry-over.
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- Bumped every committed CI/release GitHub Action to its latest pinned
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SHA: `actions/checkout` 4 → 6, `actions/setup-node` 4 → 6,
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`actions/setup-python` 5 → 6, `actions/upload-artifact` 4 → 7,
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`actions/download-artifact` 4 → 8, `softprops/action-gh-release` 2 → 3,
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`codecov/codecov-action` 5 → 6, `taiki-e/install-action` patch.
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### Fixed
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- `tick_aggregator` gap-fill no longer allocates an unbounded number of
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placeholder candles. The new `MAX_GAP_FILL_CANDLES = 1_000_000` cap
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surfaces an adversarial timestamp jump (e.g. a clock-glitch tick years
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in the future) as `Error::Malformed` instead of an OOM panic. Found by
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the new `tick_aggregator` fuzz target.
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- `HistoricalVolatility::geometric_series_yields_zero` now uses an `1e-6`
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tolerance instead of `1e-9`. The mathematical result on a perfectly
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geometric price series is exactly zero, but the underlying
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`1.01_f64.powi(i)` + log-return + std-dev cascade accumulates
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platform-sensitive FP drift on the order of 1e-7 on x86_64 Linux and
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macOS. The widened tolerance stays four decimal places below any
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realistic annualised volatility value while absorbing the drift across
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every supported platform.
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- Replaced every `(high + low) / 2.0` test-helper and three real call
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sites (`Ohlcv::median_price`, `Donchian.middle`, `EaseOfMovement.mid`,
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`SuperTrend.hl2`) with `f64::midpoint(high, low)`. The change satisfies
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clippy 1.95's new `manual_midpoint` lint without affecting values
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(`f64::midpoint` matches the naive average to better than 1 ULP for the
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inputs used here).
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- Replaced `i.is_multiple_of(2)` (unstable on Rust 1.85) with `i % 2 == 0`
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in the SMA / Bollinger long-stream-drift tests so the workspace MSRV
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job builds cleanly on Rust 1.86.
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- The `Compile examples` CI step now invokes
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`cargo build -p wickra-examples --bins` instead of the now-deleted
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`cargo build -p wickra --example backtest` / `-p wickra-data --example
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live_binance` (the Z5 reorganisation moved every runnable example into
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the dedicated `wickra-examples` crate, but the CI step had not been
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updated).
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- The `Fuzz (smoke)` CI job installs `cargo-fuzz` from a prebuilt binary
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via `taiki-e/install-action` instead of `cargo install cargo-fuzz`.
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The source install resolved against `rustix 0.36.5`, which uses
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internal `#[rustc_*]` attributes the current nightly compiler rejects.
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- The fuzz targets now build with an explicit
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`--target x86_64-unknown-linux-gnu`; cargo-fuzz was defaulting to
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`x86_64-unknown-linux-musl`, which is not installed on the standard
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GitHub-hosted Ubuntu runner.
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### Removed
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- **`wickra-win32-arm64-msvc` is temporarily omitted from this release.**
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The npm spam-detection filter blocks the first publish of this brand-new
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package name (same situation that affected `wickra-win32-x64-msvc`
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through 0.1.4 until npm Support unblocked it). A support ticket is open;
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once the new name is unblocked the
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`aarch64-pc-windows-msvc` triple will be restored in
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`bindings/node/package.json` (`napi.triples.additional` +
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`optionalDependencies`), in the `release.yml` `node-build` matrix, and
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as a fresh `bindings/node/npm/win32-arm64-msvc/` template. Until then,
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`npm install wickra@0.2.1` on Windows ARM64 will surface the loader's
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standard `Cannot find module 'wickra-win32-arm64-msvc'` error; every
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other platform (Linux x64 / Linux ARM64 / macOS x64 / macOS ARM64 /
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Windows x64) ships normally. The PyPI wheel for Windows ARM64 is
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unaffected and still published.
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## [0.2.0] - 2026-05-23
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### Fixed
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- `HistoricalVolatility::update` no longer substitutes a `0.0` log-return on
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non-positive prices (audit finding R13). Negative or zero prices are
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semantically invalid for a log-return calculation; silently treating them as
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"no movement" underreported realised volatility. They are now skipped — the
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previous valid value is returned and the indicator's state (`prev_price`,
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window, sums) is left untouched — matching how every other indicator handles
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invalid inputs.
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- `Tick::new` now returns the new `Error::InvalidTick` variant for negative
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volume instead of `Error::InvalidCandle` (audit finding R14). A tick is not
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a candle, and downstream tick-stream pipelines should be able to match on a
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semantically-correct error. The Python binding's `map_err` was extended to
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forward the new variant as a `ValueError`; the Node and WASM bindings format
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via `Error::to_string()` and pick the new variant up automatically.
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- `Psar::is_ready` now matches the convention shared by every other indicator:
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`is_ready() == true` iff a real value has been produced (audit finding R6).
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The previous implementation returned `self.initialised`, which flipped to
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`true` after the seed candle even though the seed candle itself returns
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`None`. A streaming consumer that wrote
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`if ind.is_ready() { use(ind.update(c)?) }` would hit an unexpected `None`
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on the first post-seed update. The fix introduces a `has_emitted` gate set
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when the first `Some` value is returned.
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- `Psar::reset` now restores the compute fields (`prev_high`, `prev_low`,
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`sar`, `ep`) to `f64::NAN` sentinels instead of `0.0` (audit Opus-Bonus 1).
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The fields are gated by `initialised` today, so the `0.0` sentinel never
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leaked into output — but a future refactor that read them pre-init would
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have silently treated `0.0` as a real price. A `debug_assert!` at the read
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site makes the invariant explicit.
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### Changed
|
||
- `Sma` and `BollingerBands` now reseed their incremental `sum` (and `sum_sq`
|
||
for Bollinger) from the live window every `16 · period` finite updates,
|
||
capping floating-point drift on long-running streams (audit findings R7 and
|
||
L2-Rust). Previously the incremental single-subtract `sum -= old` could
|
||
accumulate catastrophic-cancellation error on streams with alternating
|
||
large/small magnitudes; the misleading `sma.rs` comment that claimed the
|
||
drift was already bounded "by recomputing the sum after each pop" is
|
||
replaced with an accurate description of the new reseed strategy. Amortised
|
||
cost stays at O(1) (`O(period)` work amortised over `O(period)` updates),
|
||
values are bit-identical on inputs that did not drift to begin with, and
|
||
two new `long_stream_drift_stays_bounded` tests stress the recompute by
|
||
alternating `1e9` / `1.0` (SMA) and `1e6` / `1.0` (Bollinger) for several
|
||
recompute cycles and verify the reported values track a fresh from-scratch
|
||
computation over the live window.
|
||
- `LinearRegression`, `LinRegSlope` and `LinRegAngle` (via composition over
|
||
`LinRegSlope`) now run their rolling ordinary-least-squares fit
|
||
**incrementally** in O(1) per update (audit finding R2). Previously every
|
||
tick refit the line from scratch in O(period). The OLS denominators (`Σx`
|
||
and `Σxx`) depend only on `period`, so they were already precomputed; this
|
||
release adds running `Σy` and `Σxy` accumulators and slides them in closed
|
||
form via the identity
|
||
`new_Σxy = old_Σxy − old_Σy + popped_y₀` (then `Σxy += (n − 1) · new_value`
|
||
and `Σy += new_value`). New per-bar equivalence tests compare the O(1)
|
||
output against a fresh O(n) refit on noisy ramps, step functions, and
|
||
constants — values agree to within 1e-9.
|
||
- Fuzz suite expanded from 2 indicators to the full catalogue (audit finding
|
||
R9). The existing `indicator_update` target now exercises every scalar-input
|
||
indicator (~33 classes including MACD and Bollinger Bands); a new
|
||
`indicator_update_candle` target exercises every candle-input indicator (~37
|
||
classes, including ATR, ADX, Stochastic, PSAR, Keltner, SuperTrend,
|
||
ChandelierExit, AwesomeOscillator, OBV, MFI, VWAP, RollingVWAP, and the rest
|
||
of the volume / volatility / trailing-stop / price-statistics families). Each
|
||
iteration sweeps every indicator through both the streaming `update` loop
|
||
and a full `batch` call so any state-mutation bug surfaces on either path.
|
||
CI gains a `fuzz-smoke` job that runs each of the five targets for 30 s on
|
||
every push and pull-request.
|
||
- `UlcerIndex::update` now tracks the trailing maximum with a monotonically-
|
||
decreasing deque of `(index, price)` pairs instead of scanning the whole
|
||
trailing window on every tick. The indicator now honours the `Indicator`
|
||
trait's O(1)-per-tick contract; values and warmup semantics are unchanged
|
||
(verified by a new adversarial-input test that compares the deque output
|
||
bar-by-bar against a naive O(n) trailing-max scan on strictly increasing,
|
||
strictly decreasing, constant, and sawtooth inputs). The doc comment on
|
||
`warmup_period()` is also corrected: the two windows overlap by one bar, so
|
||
the formula is `2 * period - 1`.
|
||
|
||
### Added
|
||
- `RollingVWAP` is now exposed in Python, Node and WASM under that name
|
||
(previously the rolling-window VWAP existed only in the Rust core, even
|
||
though the README's volume-family table already advertised
|
||
`VWAP (cumulative + rolling)`). All four bindings now ship the same
|
||
cumulative `VWAP` plus the finite-window `RollingVWAP(period)`. The wiki page
|
||
`Indicator-Vwap.md` adds Python, Node and WASM examples and drops the
|
||
"Rust-only" caveat.
|
||
- WASM binding now exposes the streaming `update()` method on every candle-input
|
||
indicator: `Adx`, `WilliamsR`, `Cci`, `Mfi`, `Psar`, `Keltner`, `Donchian`,
|
||
`Vwap`, `AwesomeOscillator`, `Aroon`, `Stochastic`, and `Obv`. Multi-output
|
||
indicators (`Adx`, `Keltner`, `Donchian`, `Aroon`, `Stochastic`) return a
|
||
named JS object (`{ plusDi, minusDi, adx }`, `{ upper, middle, lower }`,
|
||
`{ up, down }`, `{ k, d }`) once warm, or `null` during warmup — matching the
|
||
existing `SuperTrend` convention. Each class also gains `reset()`, `isReady()`
|
||
and `warmupPeriod()`, bringing the WASM surface to full parity with Python
|
||
and Node so browser-side streaming code no longer has to replay `batch()`
|
||
on every tick. `WasmKama` gains the previously missing `warmupPeriod()`.
|
||
- New `wasm-bindgen` integration test exercises `update == batch` plus the full
|
||
lifecycle (`reset` / `isReady` / `warmupPeriod`) for all twelve newly wired
|
||
classes against a deterministic 40-bar synthetic OHLCV stream.
|
||
|
||
### Security
|
||
- Upgrade `pyo3` (0.22 → 0.28) and `numpy` (0.22 → 0.28) in the Python binding.
|
||
Fixes [RUSTSEC-2025-0020](https://rustsec.org/advisories/RUSTSEC-2025-0020) —
|
||
a buffer overflow in `PyString::from_object` that affected the published
|
||
Python wheels. The `cargo-deny` ignore entry that previously suppressed the
|
||
advisory has been removed; `cargo deny check` is now clean without
|
||
suppression. Migrated `into_pyarray_bound` to `into_pyarray`,
|
||
`downcast::<PyDict>` to `cast::<PyDict>`, and opted every `#[pyclass]` out of
|
||
the deprecated automatic `FromPyObject` derive via `skip_from_py_object`.
|
||
|
||
### Added
|
||
- 46 new technical indicators, taking the library from 25 to 71 and
|
||
reorganising the catalogue into **eight families**, each with at least five
|
||
members. Every indicator is implemented once in the Rust core and wired
|
||
through the Python, Node and WASM bindings, with reference-value tests and a
|
||
dedicated wiki page:
|
||
- Moving Averages: `Smma`, `Trima`, `Zlema`, `T3`, `Vwma`.
|
||
- Momentum Oscillators: `Mom`, `Cmo`, `Tsi`, `Pmo`, `StochRsi`,
|
||
`UltimateOscillator`.
|
||
- Trend & Directional: `AroonOscillator`, `Vortex`, `MassIndex`,
|
||
`ChoppinessIndex`, `VerticalHorizontalFilter`.
|
||
- Price Oscillators: `Ppo`, `Dpo`, `Coppock`, `AcceleratorOscillator`,
|
||
`BalanceOfPower`.
|
||
- Volatility & Bands: `Natr`, `StdDev`, `UlcerIndex`,
|
||
`HistoricalVolatility`, `BollingerBandwidth`, `PercentB`, `TrueRange`,
|
||
`ChaikinVolatility`.
|
||
- Trailing Stops: `SuperTrend`, `ChandelierExit`, `ChandeKrollStop`,
|
||
`AtrTrailingStop`.
|
||
- Volume: `Adl`, `VolumePriceTrend`, `ChaikinMoneyFlow`,
|
||
`ChaikinOscillator`, `ForceIndex`, `EaseOfMovement`.
|
||
- Price Statistics: `TypicalPrice`, `MedianPrice`, `WeightedClose`,
|
||
`LinearRegression`, `LinRegSlope`, `ZScore`, `LinRegAngle`.
|
||
- `TickAggregator::with_gap_fill` — opt-in mode that emits a flat placeholder
|
||
candle for every empty bucket between two ticks, keeping the candle series
|
||
evenly spaced for downstream indicators.
|
||
- CSV reader: a leading UTF-8 byte-order mark is stripped, fields are trimmed,
|
||
and the header is validated against the required OHLCV columns.
|
||
- CI: an `msrv` job that builds and tests the workspace on Rust 1.75 and the
|
||
node binding on Rust 1.77.
|
||
- Community health files: `CONTRIBUTING.md`, `SECURITY.md`,
|
||
`CODE_OF_CONDUCT.md`, issue / pull-request templates, `CODEOWNERS`, and a
|
||
Dependabot configuration.
|
||
- Seven example OHLCV datasets under `examples/data/`, one per timeframe
|
||
(1m / 5m / 15m / 1h / 12h / 1d / 1month), holding real BTCUSDT spot klines,
|
||
alongside the `fetch_btcusdt` example that regenerates them from the
|
||
Binance REST API.
|
||
- `Timeframe::minutes`, `Timeframe::hours` and `Timeframe::days` convenience
|
||
constructors, each building on seconds with a checked-multiplication
|
||
overflow guard.
|
||
|
||
### Changed
|
||
- The indicator wiki is reorganised into eight family folders under
|
||
`docs/wiki/indicators/` (`moving-averages/`, `momentum-oscillators/`,
|
||
`trend-directional/`, `price-oscillators/`, `volatility-bands/`,
|
||
`trailing-stops/`, `volume/`, `price-statistics/`); `Indicators-Overview.md`,
|
||
`Home.md` and the README indicator table follow the same eight families.
|
||
- `TickAggregator::push` returns `Result<Vec<Candle>>` (was
|
||
`Result<Option<Candle>>`) so a single tick can yield a closed bar plus gap
|
||
fillers.
|
||
- `Resampler::push` returns `Result<Option<Candle>>`: a candle in a bucket
|
||
earlier than the open bar is now rejected as out of order.
|
||
- Aggregated candles are finalised through the validating `Candle::new`, so a
|
||
volume that overflows to a non-finite value is surfaced as an error instead
|
||
of producing a poisoned candle.
|
||
- All GitHub Actions are pinned to commit SHAs; the four publish jobs run in a
|
||
protected `release` environment.
|
||
- The indicator benchmarks (`crates/wickra/benches/indicators.rs`) now run
|
||
against the checked-in real BTCUSDT 1-minute dataset instead of a synthetic
|
||
price series.
|
||
- Every language's examples now live under a uniform `examples/<lang>/`
|
||
tree: Rust moved into a new `examples/rust/` workspace member crate
|
||
(`wickra-examples`, run via `cargo run -p wickra-examples --bin <name>`),
|
||
Node into `examples/node/` with its own `package.json` linking `wickra` via
|
||
`file:../../bindings/node`, and the WASM browser demos into
|
||
`examples/wasm/`. The bundled BTCUSDT datasets move alongside them at
|
||
`examples/data/`. Six new examples close the cross-language parity matrix:
|
||
streaming demos for Python and Rust; multi-timeframe and parallel-assets
|
||
demos for both Rust and Node.
|
||
- Cross-language data-generator parity: `examples/python/fetch_btcusdt.py`
|
||
(stdlib only: `urllib` + `json` + `csv`) and `examples/node/fetch_btcusdt.js`
|
||
(Node 18+ built-in `fetch`) mirror the Rust `fetch_btcusdt` binary —
|
||
byte-for-byte identical CSV output on the same Binance snapshot.
|
||
- Four additional WebAssembly browser demos under `examples/wasm/`
|
||
alongside the original `index.html`: `backtest.html` (fetch + basket of
|
||
indicators), `live_trading.html` (browser-native `WebSocket` to
|
||
Binance), `multi_timeframe.html` (in-page resample) and
|
||
`parallel_assets.html` + `parallel_worker.js` (module-Worker pool with
|
||
serial-vs-parallel speedup). The cross-language matrix is now closed
|
||
for every cell where the pattern makes sense.
|
||
- Three new wiki pages: `TA-Lib-Migration.md` (full mapping table from
|
||
`talib.X(...)` calls to Wickra), `Cookbook.md` (seven concrete
|
||
strategy recipes — RSI mean reversion, MACD crossover, Bollinger
|
||
breakout, ADX-gated trend, multi-timeframe confirmation, SuperTrend,
|
||
chained indicators) and `FAQ.md`. All three linked from `Home.md`.
|
||
|
||
### Fixed
|
||
- `Timeframe::floor` no longer overflows for timestamps near `i64::MIN`.
|
||
- The aggregator rejects same-bucket ticks that arrive out of order instead of
|
||
silently overwriting the bar's close with a stale price.
|
||
- The Binance live stream reconnects with exponential backoff, skips non-kline
|
||
frames, applies a read timeout and message-size limits, and tracks a closed
|
||
flag.
|
||
- Example scripts: `live_trading.py` skips non-kline frames and validates the
|
||
symbol/interval; `backtest.py` and `multi_timeframe.py` report clear errors
|
||
for malformed CSV input.
|
||
|
||
## [0.1.4] - 2026-05-21
|
||
|
||
### Added
|
||
- GitHub Release runs now attach every built artefact (wheels, sdist, native
|
||
Node binaries, npm-pack tarballs, cargo `.crate` files) to the tag's
|
||
release page.
|
||
|
||
## [0.1.3] - 2026-05-21
|
||
|
||
### Fixed
|
||
- npm package ships the napi-generated loader and is built with `--platform`
|
||
so the per-platform binary is resolved correctly.
|
||
|
||
## [0.1.2] - 2026-05-21
|
||
|
||
### Fixed
|
||
- Release pipeline: per-platform idempotent npm publishing with a spam-filter
|
||
retry, and committed `npm/<platform>/` package templates.
|
||
|
||
## [0.1.1] - 2026-05-21
|
||
|
||
### Fixed
|
||
- Node publish step and coordinated version bump across all bindings.
|
||
|
||
## [0.1.0] - 2026-05-21
|
||
|
||
### Added
|
||
- Initial release: a streaming-first technical-analysis library with 25
|
||
indicators (SMA, EMA, WMA, DEMA, TEMA, HMA, KAMA, RSI, MACD, ROC, Stochastic,
|
||
CCI, Williams %R, ADX, MFI, TRIX, Aroon, Awesome Oscillator, Bollinger Bands,
|
||
ATR, Keltner Channels, Donchian Channels, Parabolic SAR, OBV, VWAP).
|
||
- Rust core (`wickra-core`), umbrella crate (`wickra`), and a data layer
|
||
(`wickra-data`) with a CSV reader, tick aggregator, resampler, and an
|
||
optional Binance live feed.
|
||
- Bindings for Python, Node.js, and WebAssembly.
|
||
|
||
[Unreleased]: https://github.com/kingchenc/wickra/compare/v0.2.7...HEAD
|
||
[0.2.7]: https://github.com/kingchenc/wickra/compare/v0.2.6...v0.2.7
|
||
[0.2.6]: https://github.com/kingchenc/wickra/compare/v0.2.5...v0.2.6
|
||
[0.2.5]: https://github.com/kingchenc/wickra/compare/v0.2.1...v0.2.5
|
||
[0.2.1]: https://github.com/kingchenc/wickra/compare/v0.2.0...v0.2.1
|
||
[0.2.0]: https://github.com/kingchenc/wickra/compare/v0.1.4...v0.2.0
|
||
[0.1.4]: https://github.com/kingchenc/wickra/compare/v0.1.3...v0.1.4
|
||
[0.1.3]: https://github.com/kingchenc/wickra/compare/v0.1.2...v0.1.3
|
||
[0.1.2]: https://github.com/kingchenc/wickra/compare/v0.1.1...v0.1.2
|
||
[0.1.1]: https://github.com/kingchenc/wickra/compare/v0.1.0...v0.1.1
|
||
[0.1.0]: https://github.com/kingchenc/wickra/releases/tag/v0.1.0
|