pub struct OrderFlowImbalance { /* private fields */ }Expand description
Order Flow Imbalance — the rolling sum of best-level order-flow events over
the last period order-book snapshots.
Following Cont, Kukanov & Stoikov (2014), each new snapshot contributes a signed event from how the best bid and ask moved versus the previous one:
Δᵇ = qᵇₙ·1{Pᵇₙ ≥ Pᵇₙ₋₁} − qᵇₙ₋₁·1{Pᵇₙ ≤ Pᵇₙ₋₁} (bid pressure)
Δᵃ = qᵃₙ·1{Pᵃₙ ≤ Pᵃₙ₋₁} − qᵃₙ₋₁·1{Pᵃₙ ≥ Pᵃₙ₋₁} (ask pressure)
eₙ = Δᵇ − Δᵃ
OFI = Σ eₙ over the last `period` snapshotsA rising bid (or replenished bid size) and a falling/depleting ask both add
positive flow; the mirror subtracts. The rolling sum is a strong
short-horizon predictor of price moves: a large positive OFI reflects net
buying pressure at the top of book, a large negative OFI net selling.
Input = OrderBook. Each update is O(1) (only the best levels are read).
The first snapshot only seeds the reference quotes and emits None.
§Example
use wickra_core::{Indicator, Level, OrderBook, OrderFlowImbalance};
let mut ofi = OrderFlowImbalance::new(20).unwrap();
let book = OrderBook::new(
vec![Level::new(100.0, 5.0).unwrap()],
vec![Level::new(101.0, 4.0).unwrap()],
)
.unwrap();
assert_eq!(ofi.update(book), None); // first snapshot seeds the referenceImplementations§
Trait Implementations§
Source§impl Clone for OrderFlowImbalance
impl Clone for OrderFlowImbalance
Source§fn clone(&self) -> OrderFlowImbalance
fn clone(&self) -> OrderFlowImbalance
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for OrderFlowImbalance
impl Debug for OrderFlowImbalance
Source§impl Indicator for OrderFlowImbalance
impl Indicator for OrderFlowImbalance
Source§type Input = OrderBook
type Input = OrderBook
Type of one input data point (typically
f64 for a price, or Candle / Tick).Source§fn update(&mut self, book: OrderBook) -> Option<f64>
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.Source§fn reset(&mut self)
fn reset(&mut self)
Reset all internal state, leaving the indicator equivalent to a freshly
constructed instance with the same parameters.
Source§fn warmup_period(&self) -> usize
fn warmup_period(&self) -> usize
Number of inputs required before the first non-
None output can be produced.Auto Trait Implementations§
impl Freeze for OrderFlowImbalance
impl RefUnwindSafe for OrderFlowImbalance
impl Send for OrderFlowImbalance
impl Sync for OrderFlowImbalance
impl Unpin for OrderFlowImbalance
impl UnsafeUnpin for OrderFlowImbalance
impl UnwindSafe for OrderFlowImbalance
Blanket Implementations§
Source§impl<T> BatchExt for Twhere
T: Indicator,
impl<T> BatchExt for Twhere
T: Indicator,
Source§fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
Run the indicator over a slice of inputs in order, returning one output (or
None during warmup) per input.Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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