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DepthSlope

Struct DepthSlope 

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pub struct DepthSlope { /* private fields */ }
Expand description

Depth Slope — the average rate at which cumulative resting size grows with distance from the mid, across the bid and ask sides of the book.

For each side the indicator runs an ordinary-least-squares regression of cumulative size (walking outward from the touch) on the level’s distance from the mid, then reports the mean of the two slopes:

slope_side = OLS slope of (|priceᵢ − mid|, Σ_{j≤i} sizeⱼ)
depthSlope = (slope_bid + slope_ask) / 2

Because the response is cumulative size it never decreases with distance, so the slope is non-negative: it is a magnitude, not a direction. A large slope means cumulative liquidity builds quickly away from the touch — a deep book that absorbs large orders with little walking; a small slope is a thin, shallow book. A book whose size is concentrated at the touch and thins out behind it (a fragile book) reads a smaller slope than one of equal total depth that thickens with distance.

A side with fewer than two levels carries no slope, so the indicator returns 0.0 whenever either side has fewer than two levels (including an empty book).

Input = OrderBook, Output = f64. Stateless; ready after the first snapshot.

§Example

use wickra_core::{DepthSlope, Indicator, Level, OrderBook};

// Both sides thicken linearly away from the mid (sizes 1, 2, 3 …).
let book = OrderBook::new(
    vec![Level::new(99.0, 1.0).unwrap(), Level::new(98.0, 2.0).unwrap()],
    vec![Level::new(101.0, 1.0).unwrap(), Level::new(102.0, 2.0).unwrap()],
)
.unwrap();
let mut ds = DepthSlope::new();
assert!(ds.update(book).unwrap() > 0.0);

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impl DepthSlope

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pub const fn new() -> Self

Construct a new depth-slope indicator.

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impl Clone for DepthSlope

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fn clone(&self) -> DepthSlope

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DepthSlope

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for DepthSlope

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fn default() -> DepthSlope

Returns the “default value” for a type. Read more
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impl Indicator for DepthSlope

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type Input = OrderBook

Type of one input data point (typically f64 for a price, or Candle / Tick).
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type Output = f64

Type of one output value.
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fn update(&mut self, book: OrderBook) -> Option<f64>

Feed one new data point into the indicator and return the freshly computed output, or None if the indicator is still warming up.
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fn reset(&mut self)

Reset all internal state, leaving the indicator equivalent to a freshly constructed instance with the same parameters.
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fn warmup_period(&self) -> usize

Number of inputs required before the first non-None output can be produced.
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fn is_ready(&self) -> bool

Whether the indicator has emitted at least one value since the last reset.
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fn name(&self) -> &'static str

Stable, human-readable indicator name. Used by chaining and diagnostics.

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> BatchExt for T
where T: Indicator,

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fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
where Self::Input: Clone,

Run the indicator over a slice of inputs in order, returning one output (or None during warmup) per input.
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fn batch_parallel<F>( inputs_per_asset: &[Vec<Self::Input>], make: F, ) -> Vec<Vec<Option<Self::Output>>>
where Self: Sized + Send, Self::Input: Sync + Clone, Self::Output: Send, F: Fn() -> Self + Sync + Send,

Available on crate feature parallel only.
Run an independent copy of the indicator over each input series in parallel. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

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unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.