* test(ema): cover period accessor + warmup/name metadata
Codecov flagged 9 lines in crates/wickra-core/src/indicators/ema.rs
(file at 94.03%): const accessor period (74-77), Indicator-impl
warmup_period (123-125), name (131-133). ema.rs now at 151/151.
* test(historical_volatility): cover periods/value accessors + name metadata
Codecov flagged 9 lines in crates/wickra-core/src/indicators/historical_volatility.rs
(file at 93.87%): const accessors periods (80-83), value (85-88) and
Indicator-impl name (153-155). historical_volatility.rs now at 147/147.
* test(kama): cover periods accessor + warmup/name metadata
Codecov flagged 9 lines in crates/wickra-core/src/indicators/kama.rs
(file at 91.26%): accessor periods (65-67), Indicator-impl
warmup_period (115-117), name (123-125). kama.rs now at 103/103.
* test(linreg_angle): cover period accessor + warmup/name metadata
Codecov flagged 9 lines in crates/wickra-core/src/indicators/linreg_angle.rs
(file at 88.15%): const accessor period (50-52), Indicator-impl
warmup_period (67-69), name (75-77). linreg_angle.rs now at 76/76.
* test(mass_index): cover periods/value accessors + name metadata
Codecov flagged 9 lines in crates/wickra-core/src/indicators/mass_index.rs
(file at 91.42%): const accessors periods (80-82), value (85-87) and
Indicator-impl name (134-136). mass_index.rs now at 105/105.
Only two doctests existed in wickra-core; none of the 25 indicator
types carried a runnable rustdoc example.
Add an "# Example" doctest to every public indicator type (all 26,
including RollingVwap): construct the indicator and stream 80 inputs
through update, asserting a value is produced. The candle-input
indicators build valid OHLCV candles inline. cargo test --doc
-p wickra-core now runs 28 doctests, all passing; fmt and clippy clean.
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.
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.
