feat: add Market Breadth family with CrossSection input (#153)

## What

Adds a new indicator input type and family for **market-breadth** analysis — indicators that aggregate the state of an entire universe of symbols at each tick, rather than a single instrument's price. This is the last open input-type on the expansion roadmap (S10) and unblocks the remaining breadth indicators (McClellan, TRIN, High-Low Index, ...).

## Core

- **`CrossSection` input type** (`crates/wickra-core/src/cross_section.rs`) — one tick carrying the per-symbol state of the whole universe as a `Vec<Member>` + `timestamp`. Each `Member` precomputes a signed `change` (sign classifies advancing / declining / unchanged), a `volume`, and `new_high` / `new_low` extreme flags, so the breadth indicators stay stateless per tick. Both `Member` and `CrossSection` are `#[non_exhaustive]` for additive field growth. `CrossSection::new` validates the universe (non-empty, finite changes, finite non-negative volumes); `new_unchecked` skips validation for hot paths. `advancers()` / `decliners()` count by sign.
- **`Error::InvalidCrossSection`** variant for the validation failures.
- **`AdvanceDecline`** (`advance_decline.rs`) — the Advance/Decline Line: the running cumulative sum of net advancing-minus-declining issues. `Input = CrossSection`, `Output = f64`, ready after the first tick.
- New **"Market Breadth"** `FAMILIES` group; indicator count **314 → 315**, family count nineteen → twenty.

## Bindings

All custom (CrossSection is non-scalar, so no macros apply). The universe crosses each boundary as parallel arrays (`change`, `volume`, `new_high`, `new_low`):
- **Python / Node** expose `update` + `batch` (one array group per tick). Node satisfies the completeness contract (`update`/`batch`/`reset`/`isReady`/`warmupPeriod`).
- **WASM** exposes only `update` (the universe is ragged across ticks, matching the other multi-input wasm indicators) with numeric high/low flags.
- Python `map_err` gains the new error arm; `__init__.py` gets a `# Market Breadth` section in both the import and `__all__` blocks. `index.d.ts` / `index.js` regenerated.

## Tests / Fuzz

- Dedicated **streaming-vs-batch + reference-value + ragged-rejection** tests in Python (`test_new_indicators.py`) and Node (`indicators.test.js`) — kept out of the scalar/candle parametrize lists.
- Rust unit tests cover every reject branch (empty / non-finite change / negative & non-finite volume) and every indicator branch.
- New fuzz target `indicator_update_crosssection` drives `AdvanceDecline` over bounded ragged universes built with `new_unchecked`.

## Verify

- `cargo fmt --all` clean
- `cargo test -p wickra-core --lib` → 2593 passed; `--doc` → 298 passed
- `cargo clippy --workspace --all-targets --all-features -- -D warnings` clean
- `cd bindings/node && npm run build && npm test` → 398 passed
- `maturin develop --release` + `pytest bindings/python/tests` → all passed
- counter check: mod-count 315 == lib-block 315
This commit is contained in:
kingchenc
2026-06-03 04:11:10 +02:00
committed by GitHub
parent 72ec65bbde
commit 53941b7b07
18 changed files with 881 additions and 66 deletions
+226
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@@ -0,0 +1,226 @@
//! Cross-section value type: a market-breadth snapshot across a whole universe.
//!
//! A [`CrossSection`] is a single tick that carries the per-symbol state of
//! *every* symbol in a universe at one point in time. It is the non-OHLCV input
//! consumed by the market-breadth indicator family (advance/decline, `McClellan`,
//! the TRIN / Arms index, the high-low index, ...), each of which aggregates the
//! whole cross-section into a single breadth reading. This is the same
//! one-rich-type-per-family pattern as [`DerivativesTick`] and [`OrderBook`].
//!
//! Each [`Member`] precomputes the per-symbol signals the breadth indicators
//! need — a signed price `change` (whose sign classifies the symbol as
//! advancing, declining or unchanged), the period `volume`, and the
//! `new_high` / `new_low` extreme flags — so the indicators stay stateless per
//! tick and never have to track per-symbol history.
//!
//! [`DerivativesTick`]: crate::DerivativesTick
//! [`OrderBook`]: crate::OrderBook
use crate::error::{Error, Result};
/// One symbol's contribution to a [`CrossSection`] tick.
///
/// Field invariants enforced by [`CrossSection::new`] when the member is placed
/// into a tick:
///
/// - `change` is finite (its sign classifies the symbol — positive is
/// advancing, negative is declining, zero is unchanged).
/// - `volume` is finite and non-negative.
///
/// `new_high` / `new_low` are caller-supplied flags marking whether the symbol
/// printed a new period extreme; they carry no numeric invariant.
#[non_exhaustive]
#[derive(Debug, Clone, Copy, PartialEq)]
pub struct Member {
/// Price change versus the previous close. Sign classifies the symbol:
/// positive is advancing, negative is declining, zero is unchanged.
pub change: f64,
/// Period volume for the symbol (finite, non-negative).
pub volume: f64,
/// Whether the symbol printed a new period high.
pub new_high: bool,
/// Whether the symbol printed a new period low.
pub new_low: bool,
}
impl Member {
/// Assemble a cross-section member.
///
/// The field invariants documented on [`Member`] are validated centrally by
/// [`CrossSection::new`] when the member is placed into a tick; this
/// constructor only assembles the value so the `#[non_exhaustive]` struct can
/// be built from outside the crate.
#[must_use]
pub const fn new(change: f64, volume: f64, new_high: bool, new_low: bool) -> Self {
Self {
change,
volume,
new_high,
new_low,
}
}
}
/// A market-breadth cross-section: the per-symbol state of an entire universe at
/// a single point in time.
///
/// Invariants enforced by [`new`](CrossSection::new):
///
/// - `members` is non-empty (a breadth reading needs at least one symbol).
/// - every member's `change` is finite, and `volume` is finite and non-negative.
///
/// `timestamp` is a caller-defined epoch / resolution and is not validated.
#[non_exhaustive]
#[derive(Debug, Clone, PartialEq)]
pub struct CrossSection {
/// Per-symbol members of the universe for this tick.
pub members: Vec<Member>,
/// Tick timestamp (caller-defined epoch / resolution).
pub timestamp: i64,
}
impl CrossSection {
/// Construct a cross-section, validating every member invariant.
///
/// # Errors
///
/// Returns [`Error::InvalidCrossSection`] if `members` is empty, if any
/// member has a non-finite `change`, or if any member has a `volume` that is
/// not a finite non-negative number.
pub fn new(members: Vec<Member>, timestamp: i64) -> Result<Self> {
if members.is_empty() {
return Err(Error::InvalidCrossSection {
message: "cross-section must contain at least one member",
});
}
for member in &members {
if !member.change.is_finite() {
return Err(Error::InvalidCrossSection {
message: "member change must be finite",
});
}
if !member.volume.is_finite() || member.volume < 0.0 {
return Err(Error::InvalidCrossSection {
message: "member volume must be finite and non-negative",
});
}
}
Ok(Self { members, timestamp })
}
/// Construct a cross-section without validation. The caller asserts that
/// every invariant documented on [`CrossSection`] holds.
#[must_use]
pub const fn new_unchecked(members: Vec<Member>, timestamp: i64) -> Self {
Self { members, timestamp }
}
/// Number of advancing symbols (those with a strictly positive `change`).
#[must_use]
pub fn advancers(&self) -> usize {
self.members.iter().filter(|m| m.change > 0.0).count()
}
/// Number of declining symbols (those with a strictly negative `change`).
#[must_use]
pub fn decliners(&self) -> usize {
self.members.iter().filter(|m| m.change < 0.0).count()
}
}
#[cfg(test)]
mod tests {
use super::*;
fn members() -> Vec<Member> {
vec![
Member::new(1.5, 100.0, true, false),
Member::new(-0.5, 50.0, false, true),
Member::new(0.0, 0.0, false, false),
]
}
#[test]
fn new_accepts_valid() {
let cs = CrossSection::new(members(), 42).unwrap();
assert_eq!(cs.members.len(), 3);
assert_eq!(cs.timestamp, 42);
assert_eq!(cs.members[0].change, 1.5);
assert_eq!(cs.members[0].volume, 100.0);
assert!(cs.members[0].new_high);
assert!(cs.members[1].new_low);
}
#[test]
fn member_new_assembles_fields() {
let m = Member::new(2.0, 10.0, true, false);
assert_eq!(m.change, 2.0);
assert_eq!(m.volume, 10.0);
assert!(m.new_high);
assert!(!m.new_low);
}
#[test]
fn new_rejects_empty() {
assert!(matches!(
CrossSection::new(Vec::new(), 0),
Err(Error::InvalidCrossSection { .. })
));
}
#[test]
fn new_rejects_non_finite_change() {
assert!(matches!(
CrossSection::new(vec![Member::new(f64::NAN, 10.0, false, false)], 0),
Err(Error::InvalidCrossSection { .. })
));
assert!(matches!(
CrossSection::new(vec![Member::new(f64::INFINITY, 10.0, false, false)], 0),
Err(Error::InvalidCrossSection { .. })
));
}
#[test]
fn new_rejects_negative_volume() {
assert!(matches!(
CrossSection::new(vec![Member::new(1.0, -1.0, false, false)], 0),
Err(Error::InvalidCrossSection { .. })
));
}
#[test]
fn new_rejects_non_finite_volume() {
assert!(matches!(
CrossSection::new(vec![Member::new(1.0, f64::NAN, false, false)], 0),
Err(Error::InvalidCrossSection { .. })
));
}
#[test]
fn new_unchecked_skips_validation() {
let cs = CrossSection::new_unchecked(vec![Member::new(f64::NAN, -1.0, false, false)], 7);
assert_eq!(cs.members.len(), 1);
assert_eq!(cs.timestamp, 7);
}
#[test]
fn advancers_and_decliners_count_by_sign() {
let cs = CrossSection::new(members(), 0).unwrap();
assert_eq!(cs.advancers(), 1);
assert_eq!(cs.decliners(), 1);
}
#[test]
fn unchanged_members_count_as_neither() {
let cs = CrossSection::new(
vec![
Member::new(0.0, 1.0, false, false),
Member::new(0.0, 1.0, false, false),
],
0,
)
.unwrap();
assert_eq!(cs.advancers(), 0);
assert_eq!(cs.decliners(), 0);
}
}
+8
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@@ -52,6 +52,14 @@ pub enum Error {
/// own variant.
#[error("invalid derivatives tick: {message}")]
InvalidDerivatives { message: &'static str },
/// A market-breadth cross-section whose members do not satisfy the
/// cross-section invariants (an empty universe, a non-finite change, or a
/// negative / non-finite volume) was provided. A cross-section is a
/// breadth input distinct from candles, ticks, order books and trades, so
/// it surfaces as its own variant.
#[error("invalid cross-section: {message}")]
InvalidCrossSection { message: &'static str },
}
/// Convenience alias for `Result<T, wickra_core::Error>`.
@@ -0,0 +1,168 @@
//! Advance/Decline Line — cumulative net advancing-minus-declining issues.
use crate::cross_section::CrossSection;
use crate::traits::Indicator;
/// Advance/Decline Line (A/D Line) — the running cumulative sum of net advancing
/// issues across a universe.
///
/// On each [`CrossSection`] tick the net breadth is `advancers - decliners`:
/// the number of symbols with a positive price change minus the number with a
/// negative change (unchanged symbols are ignored). The line accumulates this
/// net value over time, so a rising line means advancers have persistently
/// outnumbered decliners — broad participation — while a falling line warns that
/// a rally is being carried by fewer and fewer names (a breadth divergence when
/// the index itself is still rising).
///
/// `Input = CrossSection`, `Output = f64`. The line is defined from the very
/// first tick, so `warmup_period == 1` and the indicator is ready after one
/// update.
///
/// # Example
///
/// ```
/// use wickra_core::{AdvanceDecline, CrossSection, Indicator, Member};
///
/// let mut ad = AdvanceDecline::new();
/// // 3 advancers, 1 decliner -> net +2.
/// let tick = CrossSection::new(
/// vec![
/// Member::new(1.0, 10.0, false, false),
/// Member::new(0.5, 10.0, false, false),
/// Member::new(2.0, 10.0, false, false),
/// Member::new(-1.0, 10.0, false, false),
/// ],
/// 0,
/// )
/// .unwrap();
/// assert_eq!(ad.update(tick), Some(2.0));
/// ```
#[derive(Debug, Clone, Default)]
pub struct AdvanceDecline {
line: f64,
has_emitted: bool,
}
impl AdvanceDecline {
/// Construct a new Advance/Decline Line indicator.
#[must_use]
pub const fn new() -> Self {
Self {
line: 0.0,
has_emitted: false,
}
}
}
impl Indicator for AdvanceDecline {
type Input = CrossSection;
type Output = f64;
fn update(&mut self, section: CrossSection) -> Option<f64> {
let net = section.advancers() as f64 - section.decliners() as f64;
self.line += net;
self.has_emitted = true;
Some(self.line)
}
fn reset(&mut self) {
self.line = 0.0;
self.has_emitted = false;
}
fn warmup_period(&self) -> usize {
1
}
fn is_ready(&self) -> bool {
self.has_emitted
}
fn name(&self) -> &'static str {
"AdvanceDecline"
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::cross_section::Member;
use crate::traits::BatchExt;
/// Build a cross-section with `up` advancers, `down` decliners and `flat`
/// unchanged symbols.
fn section(up: usize, down: usize, flat: usize) -> CrossSection {
let mut members = Vec::new();
for _ in 0..up {
members.push(Member::new(1.0, 10.0, false, false));
}
for _ in 0..down {
members.push(Member::new(-1.0, 10.0, false, false));
}
for _ in 0..flat {
members.push(Member::new(0.0, 10.0, false, false));
}
CrossSection::new(members, 0).unwrap()
}
#[test]
fn accessors_and_metadata() {
let ad = AdvanceDecline::new();
assert_eq!(ad.name(), "AdvanceDecline");
assert_eq!(ad.warmup_period(), 1);
assert!(!ad.is_ready());
}
#[test]
fn first_tick_emits_net_breadth() {
let mut ad = AdvanceDecline::new();
assert_eq!(ad.update(section(3, 1, 0)), Some(2.0));
assert!(ad.is_ready());
}
#[test]
fn line_accumulates_across_ticks() {
let mut ad = AdvanceDecline::new();
assert_eq!(ad.update(section(3, 1, 0)), Some(2.0)); // +2 -> 2
assert_eq!(ad.update(section(1, 4, 0)), Some(-1.0)); // -3 -> -1
assert_eq!(ad.update(section(2, 0, 0)), Some(1.0)); // +2 -> 1
}
#[test]
fn unchanged_symbols_are_ignored() {
let mut ad = AdvanceDecline::new();
// 2 up, 2 down, 5 unchanged -> net 0, line stays flat.
assert_eq!(ad.update(section(2, 2, 5)), Some(0.0));
assert_eq!(ad.update(section(2, 2, 5)), Some(0.0));
}
#[test]
fn reset_clears_state() {
let mut ad = AdvanceDecline::new();
ad.update(section(5, 0, 0));
assert!(ad.is_ready());
ad.reset();
assert!(!ad.is_ready());
// Line restarts from zero, not from the pre-reset value.
assert_eq!(ad.update(section(1, 0, 0)), Some(1.0));
}
#[test]
fn batch_equals_streaming() {
let sections = vec![
section(3, 1, 2),
section(1, 4, 0),
section(2, 2, 1),
section(5, 0, 3),
];
let mut a = AdvanceDecline::new();
let mut b = AdvanceDecline::new();
assert_eq!(
a.batch(&sections),
sections
.iter()
.map(|s| b.update(s.clone()))
.collect::<Vec<_>>()
);
}
}
+4 -1
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@@ -11,6 +11,7 @@ mod ad_oscillator;
mod adaptive_cycle;
mod adl;
mod advance_block;
mod advance_decline;
mod adx;
mod adxr;
mod alligator;
@@ -325,6 +326,7 @@ pub use ad_oscillator::AdOscillator;
pub use adaptive_cycle::AdaptiveCycle;
pub use adl::Adl;
pub use advance_block::AdvanceBlock;
pub use advance_decline::AdvanceDecline;
pub use adx::{Adx, AdxOutput};
pub use adxr::Adxr;
pub use alligator::{Alligator, AlligatorOutput};
@@ -1038,6 +1040,7 @@ pub const FAMILIES: &[(&str, &[&str])] = &[
"Alt-Chart Bars",
&["RenkoBars", "KagiBars", "PointAndFigureBars"],
),
("Market Breadth", &["AdvanceDecline"]),
];
#[cfg(test)]
@@ -1066,6 +1069,6 @@ mod family_tests {
// the actual indicator count is the early-warning signal that an
// indicator was added without being assigned a family.
let total: usize = FAMILIES.iter().map(|(_, ns)| ns.len()).sum();
assert_eq!(total, 314, "FAMILIES total drifted from indicator count");
assert_eq!(total, 315, "FAMILIES total drifted from indicator count");
}
}
+60 -58
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@@ -42,6 +42,7 @@
// builds — library code is still linted for genuinely large stack arrays.
#![cfg_attr(test, allow(clippy::large_stack_arrays))]
mod cross_section;
mod derivatives;
mod error;
mod microstructure;
@@ -50,68 +51,69 @@ mod traits;
pub mod indicators;
pub use cross_section::{CrossSection, Member};
pub use derivatives::DerivativesTick;
pub use error::{Error, Result};
pub use indicators::{
AbandonedBaby, AccelerationBands, AccelerationBandsOutput, AcceleratorOscillator, AdOscillator,
AdaptiveCycle, Adl, AdvanceBlock, Adx, AdxOutput, Adxr, Alligator, AlligatorOutput, Alma,
Alpha, AnchoredRsi, AnchoredVwap, Apo, Aroon, AroonOscillator, AroonOutput, Atr, AtrBands,
AtrBandsOutput, AtrTrailingStop, Autocorrelation, AverageDrawdown, AvgPrice, AwesomeOscillator,
AwesomeOscillatorHistogram, BalanceOfPower, BeltHold, Beta, BollingerBands, BollingerBandwidth,
BollingerOutput, Breakaway, CalendarSpread, CalmarRatio, Camarilla, CamarillaPivotsOutput, Cci,
CenterOfGravity, Cfo, ChaikinMoneyFlow, ChaikinOscillator, ChaikinVolatility, ChandeKrollStop,
ChandeKrollStopOutput, ChandelierExit, ChandelierExitOutput, ChoppinessIndex, ClassicPivots,
ClassicPivotsOutput, ClosingMarubozu, Cmo, CoefficientOfVariation, Cointegration,
CointegrationOutput, ConcealingBabySwallow, ConditionalValueAtRisk, ConnorsRsi, Coppock,
Counterattack, CumulativeVolumeDelta, CyberneticCycle, Decycler, DecyclerOscillator, Dema,
DemandIndex, DemarkPivots, DemarkPivotsOutput, DepthSlope, DetrendedStdDev, Doji, DojiStar,
Donchian, DonchianOutput, DonchianStop, DonchianStopOutput, DoubleBollinger,
DoubleBollingerOutput, DownsideGapThreeMethods, Dpo, DragonflyDoji, DrawdownDuration, Dx,
EaseOfMovement, EffectiveSpread, EhlersStochastic, ElderImpulse, Ema,
EmpiricalModeDecomposition, Engulfing, EveningDojiStar, Evwma, FallingThreeMethods, Fama,
FibonacciPivots, FibonacciPivotsOutput, FisherTransform, Footprint, FootprintOutput,
ForceIndex, FractalChaosBands, FractalChaosBandsOutput, Frama, FundingBasis, FundingRate,
FundingRateMean, FundingRateZScore, GainLossRatio, GapSideBySideWhite, GarmanKlassVolatility,
GravestoneDoji, Hammer, HangingMan, Harami, HeikinAshi, HeikinAshiOutput, HiLoActivator,
HighWave, Hikkake, HikkakeModified, HilbertDominantCycle, HistoricalVolatility, Hma,
HomingPigeon, HtDcPhase, HtPhasor, HtPhasorOutput, HtTrendMode, HurstChannel,
HurstChannelOutput, HurstExponent, Ichimoku, IchimokuOutput, IdenticalThreeCrows, InNeck,
Inertia, InformationRatio, InitialBalance, InitialBalanceOutput, InstantaneousTrendline,
InverseFisherTransform, InvertedHammer, Jma, KagiBars, Kama, KellyCriterion, Keltner,
KeltnerOutput, Kicking, KickingByLength, Kst, KstOutput, Kurtosis, Kvo, KylesLambda,
LadderBottom, LaguerreRsi, LeadLagCrossCorrelation, LeadLagCrossCorrelationOutput, LinRegAngle,
LinRegChannel, LinRegChannelOutput, LinRegIntercept, LinRegSlope, LinearRegression,
LiquidationFeatures, LiquidationFeaturesOutput, LongLeggedDoji, LongLine, LongShortRatio,
MaEnvelope, MaEnvelopeOutput, MacdExt, MacdFix, MacdIndicator, MacdOutput, Mama, MamaOutput,
MarketFacilitationIndex, Marubozu, MassIndex, MatHold, MatchingLow, MaxDrawdown,
McGinleyDynamic, MedianAbsoluteDeviation, MedianPrice, Mfi, Microprice, MidPoint, MidPrice,
MinusDi, MinusDm, Mom, MorningDojiStar, MorningEveningStar, Natr, Nvi, OIPriceDivergence,
OIWeighted, Obv, OmegaRatio, OnNeck, OpenInterestDelta, OpeningMarubozu, OpeningRange,
OpeningRangeOutput, OrderBookImbalanceFull, OrderBookImbalanceTop1, OrderBookImbalanceTopN,
PainIndex, PairSpreadZScore, PairwiseBeta, ParkinsonVolatility, PearsonCorrelation, PercentB,
PercentageTrailingStop, Pgo, PiercingDarkCloud, PlusDi, PlusDm, Pmo, PointAndFigureBars, Ppo,
ProfitFactor, Psar, Pvi, QuotedSpread, RSquared, RealizedSpread, RecoveryFactor,
RelativeStrengthAB, RelativeStrengthOutput, RenkoBars, RenkoTrailingStop, RickshawMan,
RisingThreeMethods, Roc, Rocp, Rocr, Rocr100, RogersSatchellVolatility, RollingVwap,
RoofingFilter, Rsi, Rvi, RviVolatility, Rwi, RwiOutput, SarExt, SeparatingLines, SharpeRatio,
ShootingStar, ShortLine, SignedVolume, SineWave, Skewness, Sma, Smi, Smma, SortinoRatio,
SpearmanCorrelation, SpinningTop, StalledPattern, StandardError, StandardErrorBands,
StandardErrorBandsOutput, StarcBands, StarcBandsOutput, Stc, StdDev, StepTrailingStop,
StickSandwich, StochRsi, Stochastic, StochasticOutput, SuperSmoother, SuperTrend,
SuperTrendOutput, TakerBuySellRatio, Takuri, TasukiGap, TdCombo, TdCountdown, TdDeMarker,
TdDifferential, TdLines, TdLinesOutput, TdOpen, TdPressure, TdRangeProjection,
TdRangeProjectionOutput, TdRei, TdRiskLevel, TdRiskLevelOutput, TdSequential,
TdSequentialOutput, TdSetup, Tema, TermStructureBasis, ThreeInside, ThreeLineStrike,
ThreeOutside, ThreeSoldiersOrCrows, ThreeStarsInSouth, Thrusting, Tii, TpoProfile,
TpoProfileOutput, TradeImbalance, TreynorRatio, Trima, Trix, TrueRange, Tsf, Tsi, Tsv,
TtmSqueeze, TtmSqueezeOutput, Tweezer, TwoCrows, TypicalPrice, UlcerIndex, UltimateOscillator,
UniqueThreeRiver, UpsideGapThreeMethods, UpsideGapTwoCrows, ValueArea, ValueAreaOutput,
ValueAtRisk, Variance, VerticalHorizontalFilter, Vidya, VoltyStop, VolumeOscillator,
VolumePriceTrend, VolumeProfile, VolumeProfileOutput, Vortex, VortexOutput, Vwap,
VwapStdDevBands, VwapStdDevBandsOutput, Vwma, Vzo, WaveTrend, WaveTrendOutput, WeightedClose,
WilliamsFractals, WilliamsFractalsOutput, WilliamsR, Wma, WoodiePivots, WoodiePivotsOutput,
YangZhangVolatility, YoyoExit, ZScore, ZeroLagMacd, ZeroLagMacdOutput, ZigZag, ZigZagOutput,
Zlema, FAMILIES, T3,
AdaptiveCycle, Adl, AdvanceBlock, AdvanceDecline, Adx, AdxOutput, Adxr, Alligator,
AlligatorOutput, Alma, Alpha, AnchoredRsi, AnchoredVwap, Apo, Aroon, AroonOscillator,
AroonOutput, Atr, AtrBands, AtrBandsOutput, AtrTrailingStop, Autocorrelation, AverageDrawdown,
AvgPrice, AwesomeOscillator, AwesomeOscillatorHistogram, BalanceOfPower, BeltHold, Beta,
BollingerBands, BollingerBandwidth, BollingerOutput, Breakaway, CalendarSpread, CalmarRatio,
Camarilla, CamarillaPivotsOutput, Cci, CenterOfGravity, Cfo, ChaikinMoneyFlow,
ChaikinOscillator, ChaikinVolatility, ChandeKrollStop, ChandeKrollStopOutput, ChandelierExit,
ChandelierExitOutput, ChoppinessIndex, ClassicPivots, ClassicPivotsOutput, ClosingMarubozu,
Cmo, CoefficientOfVariation, Cointegration, CointegrationOutput, ConcealingBabySwallow,
ConditionalValueAtRisk, ConnorsRsi, Coppock, Counterattack, CumulativeVolumeDelta,
CyberneticCycle, Decycler, DecyclerOscillator, Dema, DemandIndex, DemarkPivots,
DemarkPivotsOutput, DepthSlope, DetrendedStdDev, Doji, DojiStar, Donchian, DonchianOutput,
DonchianStop, DonchianStopOutput, DoubleBollinger, DoubleBollingerOutput,
DownsideGapThreeMethods, Dpo, DragonflyDoji, DrawdownDuration, Dx, EaseOfMovement,
EffectiveSpread, EhlersStochastic, ElderImpulse, Ema, EmpiricalModeDecomposition, Engulfing,
EveningDojiStar, Evwma, FallingThreeMethods, Fama, FibonacciPivots, FibonacciPivotsOutput,
FisherTransform, Footprint, FootprintOutput, ForceIndex, FractalChaosBands,
FractalChaosBandsOutput, Frama, FundingBasis, FundingRate, FundingRateMean, FundingRateZScore,
GainLossRatio, GapSideBySideWhite, GarmanKlassVolatility, GravestoneDoji, Hammer, HangingMan,
Harami, HeikinAshi, HeikinAshiOutput, HiLoActivator, HighWave, Hikkake, HikkakeModified,
HilbertDominantCycle, HistoricalVolatility, Hma, HomingPigeon, HtDcPhase, HtPhasor,
HtPhasorOutput, HtTrendMode, HurstChannel, HurstChannelOutput, HurstExponent, Ichimoku,
IchimokuOutput, IdenticalThreeCrows, InNeck, Inertia, InformationRatio, InitialBalance,
InitialBalanceOutput, InstantaneousTrendline, InverseFisherTransform, InvertedHammer, Jma,
KagiBars, Kama, KellyCriterion, Keltner, KeltnerOutput, Kicking, KickingByLength, Kst,
KstOutput, Kurtosis, Kvo, KylesLambda, LadderBottom, LaguerreRsi, LeadLagCrossCorrelation,
LeadLagCrossCorrelationOutput, LinRegAngle, LinRegChannel, LinRegChannelOutput,
LinRegIntercept, LinRegSlope, LinearRegression, LiquidationFeatures, LiquidationFeaturesOutput,
LongLeggedDoji, LongLine, LongShortRatio, MaEnvelope, MaEnvelopeOutput, MacdExt, MacdFix,
MacdIndicator, MacdOutput, Mama, MamaOutput, MarketFacilitationIndex, Marubozu, MassIndex,
MatHold, MatchingLow, MaxDrawdown, McGinleyDynamic, MedianAbsoluteDeviation, MedianPrice, Mfi,
Microprice, MidPoint, MidPrice, MinusDi, MinusDm, Mom, MorningDojiStar, MorningEveningStar,
Natr, Nvi, OIPriceDivergence, OIWeighted, Obv, OmegaRatio, OnNeck, OpenInterestDelta,
OpeningMarubozu, OpeningRange, OpeningRangeOutput, OrderBookImbalanceFull,
OrderBookImbalanceTop1, OrderBookImbalanceTopN, PainIndex, PairSpreadZScore, PairwiseBeta,
ParkinsonVolatility, PearsonCorrelation, PercentB, PercentageTrailingStop, Pgo,
PiercingDarkCloud, PlusDi, PlusDm, Pmo, PointAndFigureBars, Ppo, ProfitFactor, Psar, Pvi,
QuotedSpread, RSquared, RealizedSpread, RecoveryFactor, RelativeStrengthAB,
RelativeStrengthOutput, RenkoBars, RenkoTrailingStop, RickshawMan, RisingThreeMethods, Roc,
Rocp, Rocr, Rocr100, RogersSatchellVolatility, RollingVwap, RoofingFilter, Rsi, Rvi,
RviVolatility, Rwi, RwiOutput, SarExt, SeparatingLines, SharpeRatio, ShootingStar, ShortLine,
SignedVolume, SineWave, Skewness, Sma, Smi, Smma, SortinoRatio, SpearmanCorrelation,
SpinningTop, StalledPattern, StandardError, StandardErrorBands, StandardErrorBandsOutput,
StarcBands, StarcBandsOutput, Stc, StdDev, StepTrailingStop, StickSandwich, StochRsi,
Stochastic, StochasticOutput, SuperSmoother, SuperTrend, SuperTrendOutput, TakerBuySellRatio,
Takuri, TasukiGap, TdCombo, TdCountdown, TdDeMarker, TdDifferential, TdLines, TdLinesOutput,
TdOpen, TdPressure, TdRangeProjection, TdRangeProjectionOutput, TdRei, TdRiskLevel,
TdRiskLevelOutput, TdSequential, TdSequentialOutput, TdSetup, Tema, TermStructureBasis,
ThreeInside, ThreeLineStrike, ThreeOutside, ThreeSoldiersOrCrows, ThreeStarsInSouth, Thrusting,
Tii, TpoProfile, TpoProfileOutput, TradeImbalance, TreynorRatio, Trima, Trix, TrueRange, Tsf,
Tsi, Tsv, TtmSqueeze, TtmSqueezeOutput, Tweezer, TwoCrows, TypicalPrice, UlcerIndex,
UltimateOscillator, UniqueThreeRiver, UpsideGapThreeMethods, UpsideGapTwoCrows, ValueArea,
ValueAreaOutput, ValueAtRisk, Variance, VerticalHorizontalFilter, Vidya, VoltyStop,
VolumeOscillator, VolumePriceTrend, VolumeProfile, VolumeProfileOutput, Vortex, VortexOutput,
Vwap, VwapStdDevBands, VwapStdDevBandsOutput, Vwma, Vzo, WaveTrend, WaveTrendOutput,
WeightedClose, WilliamsFractals, WilliamsFractalsOutput, WilliamsR, Wma, WoodiePivots,
WoodiePivotsOutput, YangZhangVolatility, YoyoExit, ZScore, ZeroLagMacd, ZeroLagMacdOutput,
ZigZag, ZigZagOutput, Zlema, FAMILIES, T3,
};
// `FootprintLevel` is a row element of `FootprintOutput`, re-exported on its own
// line so the indicator-count tooling (which scans the braced block above and