Normalises whitespace in sources committed earlier in this branch
before rustfmt was run over them (Node/WASM bindings, and three core
indicator test modules), and records the wasm-bindgen-test dependency
tree added in B6 into Cargo.lock. No functional change; cargo fmt --all
--check is now clean.
Keltner::update gated atr.update behind ema.update(...)? and Hma::update
gated full_wma.update behind half_wma.update(...)?. The ? short-circuit
starved the trailing sibling of every candle consumed during the leading
one's warmup, so warmup_period() understated the true first emission
(Keltner classic: 29 instead of 20; HMA(9): 14 instead of 11) and
Keltner's ATR seeded over the wrong window.
Both now feed every sub-indicator unconditionally and gate only the
output, matching the MACD / Awesome Oscillator pattern. warmup_period()
is now exact. Adds first-emission tests and cross-checks against
independent EMA+ATR (Keltner) and independent WMAs (HMA).
ROC now stores its last emitted value and returns it on a non-finite
input instead of None, leaving the window untouched. This matches the
SMA / EMA convention. reset() clears the new field. Adds a
non-finite-input test.
Adds the reset tests the audit named as missing (aroon, awesome
oscillator, donchian, keltner, williams_r, and both VWAP variants),
non-finite-input tests for every scalar indicator that guards is_finite
(WMA, RSI, MACD, Bollinger, KAMA), and naive-reference proptests for EMA,
RSI and ATR. 189 core tests pass.
reset() now restores prev_high, prev_low and trend in addition to the
previously reset fields, keeping the struct fully consistent for
inspection. The misleading inline comment that claimed direction-dependent
seeding is corrected to describe the actual fixed-Up seed, which
self-corrects through PSAR's reversal logic. Adds a reset-reuse test.
The first candle now only seeds the previous typical price instead of
pushing a fabricated (0,0) money-flow pair into the window, matching the
TA-Lib / pandas-ta convention. warmup_period() returns period + 1 and the
dead prev_tp.is_none() guard is removed. Adds a first-emission test and a
hand-computed reference-value test (MFI(2) = 1200/23).
The previous `[[example]] path = "../../examples/rust/..."` entries
pointed at files outside the crate root. cargo only packages files
inside the crate directory, so the examples would have been silently
dropped on publish. Moving them to crates/wickra/examples/ and
crates/wickra-data/examples/ keeps them as part of the published
package and lets cargo discover them automatically (no [[example]]
override needed). README and project-layout section updated.
A multi-language technical analysis library: 25 indicators across trend,
momentum, volatility, and volume families, every one a state machine with
O(1) per-tick updates. Batch evaluation is provided by a blanket extension
trait over the streaming primitive, so live trading bots and historical
backtests run the same code path.
What ships in this initial drop:
crates/wickra-core - 25 indicators, Indicator/BatchExt/Chain traits,
OHLCV types with validation; 171 unit tests,
property tests, Wilder/Bollinger textbook tests.
crates/wickra - top-level facade + criterion benches for every
indicator at 1K/10K/100K series sizes.
crates/wickra-data - streaming CSV reader, tick-to-candle aggregator,
multi-timeframe resampler, Binance Spot kline
WebSocket adapter behind feature live-binance;
11 unit + 1 doctest.
bindings/python - PyO3 + maturin, NumPy I/O, type stubs (.pyi),
56 pytest tests including streaming==batch
equivalence, Wilder reference values, lifecycle.
bindings/node - napi-rs native module, TypeScript .d.ts
auto-generated, 7 node --test cases.
bindings/wasm - wasm-bindgen ES module for browser/bundler/Node;
interactive HTML demo at examples/index.html.
examples/ - Python and Rust scripts: backtest, live trading,
parallel multi-asset, multi-timeframe, Binance.
benchmarks/ - cross-library comparison against TA-Lib,
pandas-ta, finta, talipp; Wickra wins every
category by 11-1030x (batch) and 17x+ streaming.
.github/workflows/ - CI matrix (Rust + Python + Node + WASM on
Linux/macOS/Windows), release pipeline for
PyPI wheels and npm.
Indicators (25):
Trend SMA EMA WMA DEMA TEMA HMA KAMA
Momentum RSI MACD Stochastic CCI ROC WilliamsR ADX MFI TRIX
AwesomeOscillator Aroon
Volatility BollingerBands ATR Keltner Donchian PSAR
Volume OBV VWAP (cumulative + rolling)
cargo clippy --workspace --all-targets -D warnings is clean. License: Apache-2.0.
kingchenc