feat(microstructure): trade-sign autocorrelation, PIN, Hasbrouck information share (B15) (#212)
## B15 Microstructure — three new indicators (485 → 488) | Indicator | Input | Output | Notes | |-----------|-------|--------|-------| | `TradeSignAutocorrelation` | `Trade` | `f64` ∈ [-1,1] | lag-1 autocorrelation of the signed aggressor (order-flow persistence) | | `Pin` | `Trade` | `f64` ∈ [0,1] | probability of informed trading from rolling buy/sell imbalance (EKOP single-window estimator); `name()` = `"PIN"` | | `HasbrouckInformationShare` | `(f64, f64)` | `f64` ∈ [0,1] | variance-ratio proxy for each venue's share of price discovery | ### Wiring - Core structs + full unit tests (every branch). - Hand-written Python/Node/WASM bindings for the two `Trade`-input indicators (precedent `TradeImbalance`); `node_pair_indicator!` / `wasm_pair_indicator!` macro bindings + hand Python pyclass for the pairwise Hasbrouck (precedent `RollingCorrelation`). - Fuzz drives added to `indicator_update_trade.rs` and `indicator_update_pair.rs`. - Dedicated Python + Node streaming-vs-batch and reference tests; Hasbrouck in the `PAIR` registry. - README counter (3 spots) + `docs/README.md` + `FAMILIES` assert bumped to 488. ### Verify (all green, local) - `cargo test -p wickra-core --lib`: 3991 passed - `cargo test -p wickra-core --doc`: 438 passed - `cargo clippy --workspace --all-targets --all-features -- -D warnings`: clean - node: 561 passed · pytest: 926 passed
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kingchenc
@@ -1,5 +1,5 @@
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<p align="center">
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<a href="https://wickra.org"><img src="https://raw.githubusercontent.com/wickra-lib/.github/main/profile/wickra-banner.webp?v=485" alt="Wickra — streaming-first technical indicators" width="100%"></a>
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<a href="https://wickra.org"><img src="https://raw.githubusercontent.com/wickra-lib/.github/main/profile/wickra-banner.webp?v=488" alt="Wickra — streaming-first technical indicators" width="100%"></a>
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</p>
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[](https://github.com/wickra-lib/wickra/actions/workflows/ci.yml)
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@@ -48,7 +48,7 @@ Full documentation lives at **[docs.wickra.org](https://docs.wickra.org)**:
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[Node](https://docs.wickra.org/Quickstart-Node),
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[WASM](https://docs.wickra.org/Quickstart-WASM).
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- **Indicators** — a per-indicator deep dive (formula, parameters, warmup) for
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every one of the 485 indicators; start at the
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every one of the 488 indicators; start at the
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[indicators overview](https://docs.wickra.org/Indicators-Overview).
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- **Reference** — [warmup periods](https://docs.wickra.org/Warmup-Periods),
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[streaming vs batch](https://docs.wickra.org/Streaming-vs-Batch),
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@@ -66,7 +66,7 @@ an afterthought — **live, tick-by-tick data** — without giving up the breadt
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a full batch library, and without making you reimplement your indicators four
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times to get there.
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- **The biggest streaming-native catalogue, period.** 485 indicators across 24
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- **The biggest streaming-native catalogue, period.** 488 indicators across 24
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families — candlesticks, harmonic & chart patterns, market profile, market
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breadth, Renko/Kagi/Point&Figure bars, Ehlers DSP cycles, risk/performance
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metrics — every single one updating in **O(1) per tick**. TA-Lib ships ~150 and
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@@ -77,7 +77,7 @@ times to get there.
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- **Correct by construction, not by hope.** Every `update` validates its input,
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runs a real warmup, and returns an `Option` so a single bad tick can't silently
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poison state. `batch == streaming` is **bit-exact, fuzzed and 100 %-line-covered
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for all 485 indicators**.
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for all 488 indicators**.
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- **Orders of magnitude faster where it counts.** In streaming Wickra is **11–56×**
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faster than the only other incremental peer and **thousands of times** faster
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than recompute-on-every-tick libraries. On batch it wins several rows outright
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@@ -95,7 +95,7 @@ Every other library forces one of those compromises. Wickra doesn't:
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| Library | Install | Streaming | Languages | Indicators | Active |
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|------------------|-------------|-------------|-----------------------------|-----------:|--------|
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| **★ Wickra**| **clean** | **yes, O(1)** | **Python · Node · WASM · Rust** | **485** | **yes** |
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| **★ Wickra**| **clean** | **yes, O(1)** | **Python · Node · WASM · Rust** | **488** | **yes** |
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| kand | clean | yes | Python · WASM · Rust | ~60 | yes |
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| ta-rs | clean | yes | Rust only | ~30 | stale |
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| yata | clean | partial | Rust only | ~35 | yes |
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@@ -128,7 +128,7 @@ Full tables (Rust + Python, streaming + batch) and how to reproduce them live in
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## Indicators
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485 streaming-first indicators across twenty-four families. Every one passes the
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488 streaming-first indicators across twenty-four families. Every one passes the
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`batch == streaming` equivalence test, reference-value tests, and reset
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semantics tests. Each has a per-indicator deep dive (formula, parameters,
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warmup) at [docs.wickra.org](https://docs.wickra.org/Indicators-Overview).
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@@ -153,7 +153,7 @@ warmup) at [docs.wickra.org](https://docs.wickra.org/Indicators-Overview).
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| Chart Patterns | Double Top / Bottom, Triple Top / Bottom, Head and Shoulders, Triangle (asc/desc/sym), Wedge (rising/falling), Flag / Pennant, Rectangle / Range, Cup and Handle |
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| Harmonic Patterns | AB=CD, Gartley, Butterfly, Bat, Crab, Shark, Cypher, Three Drives |
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| Fibonacci | Fibonacci Retracement, Fibonacci Extension, Fibonacci Projection, Auto-Fibonacci, Golden Pocket, Fibonacci Confluence, Fibonacci Fan, Fibonacci Arcs, Fibonacci Channel, Fibonacci Time Zones |
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| Microstructure | Order-Book Imbalance (Top-1 / Top-N / Full), Microprice, Quoted Spread, Depth Slope, Signed Volume, Cumulative Volume Delta, Trade Imbalance, Effective Spread, Realized Spread, Kyle's Lambda, Footprint, Order Flow Imbalance, VPIN, Amihud Illiquidity, Roll Measure |
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| Microstructure | Order-Book Imbalance (Top-1 / Top-N / Full), Microprice, Quoted Spread, Depth Slope, Signed Volume, Cumulative Volume Delta, Trade Imbalance, Effective Spread, Realized Spread, Kyle's Lambda, Footprint, Order Flow Imbalance, VPIN, Amihud Illiquidity, Roll Measure, Trade-Sign Autocorrelation, Hasbrouck Information Share |
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| Derivatives | Funding Rate, Funding Rate Mean, Funding Rate Z-Score, Funding Basis, Open-Interest Delta, OI / Price Divergence, OI-Weighted Price, Long/Short Ratio, Taker Buy/Sell Ratio, Liquidation Features, Term-Structure Basis, Calendar Spread |
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| Market Profile | Value Area (POC / VAH / VAL), Volume Profile (histogram), TPO Profile, Initial Balance, Opening Range |
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| Market Breadth | Advance/Decline Line, Advance/Decline Ratio, Advance/Decline Volume Line, McClellan Oscillator, McClellan Summation Index, TRIN / Arms Index, Breadth Thrust, New Highs - New Lows, High-Low Index, Percent Above Moving Average, Up/Down Volume Ratio, Bullish Percent Index, Cumulative Volume Index, Absolute Breadth Index, TICK Index |
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@@ -237,7 +237,7 @@ A Python live-trading example using the public `websockets` package lives at
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```
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wickra/
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├── crates/
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│ ├── wickra-core/ core engine + all 485 indicators
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│ ├── wickra-core/ core engine + all 488 indicators
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│ ├── wickra/ top-level facade crate (publishes on crates.io) + benches/
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│ ├── wickra-data/ CSV reader, tick aggregator, live exchange feeds
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│ └── wickra-bench/ internal cross-library benchmark harness (not published)
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