use std::fmt::Display;
use nautilus_core::nanos::UnixNanos;
use super::{aggregation::pre_process_order, analysis, display::pprint_book, level::Level};
use crate::{
data::{
delta::OrderBookDelta, deltas::OrderBookDeltas, depth::OrderBookDepth10, order::BookOrder,
quote::QuoteTick, trade::TradeTick,
},
enums::{BookAction, BookType, OrderSide, OrderSideSpecified},
identifiers::InstrumentId,
orderbook::{error::InvalidBookOperation, ladder::Ladder},
types::{price::Price, quantity::Quantity},
};
#[derive(Clone, Debug)]
#[cfg_attr(
feature = "python",
pyo3::pyclass(module = "nautilus_trader.core.nautilus_pyo3.model")
)]
pub struct OrderBook {
pub instrument_id: InstrumentId,
pub book_type: BookType,
pub sequence: u64,
pub ts_last: UnixNanos,
pub count: u64,
pub(crate) bids: Ladder,
pub(crate) asks: Ladder,
}
impl PartialEq for OrderBook {
fn eq(&self, other: &Self) -> bool {
self.instrument_id == other.instrument_id && self.book_type == other.book_type
}
}
impl Eq for OrderBook {}
impl Display for OrderBook {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(
f,
"{}(instrument_id={}, book_type={})",
stringify!(OrderBook),
self.instrument_id,
self.book_type,
)
}
}
impl OrderBook {
#[must_use]
pub fn new(instrument_id: InstrumentId, book_type: BookType) -> Self {
Self {
instrument_id,
book_type,
sequence: 0,
ts_last: UnixNanos::default(),
count: 0,
bids: Ladder::new(OrderSide::Buy),
asks: Ladder::new(OrderSide::Sell),
}
}
pub fn reset(&mut self) {
self.bids.clear();
self.asks.clear();
self.sequence = 0;
self.ts_last = UnixNanos::default();
self.count = 0;
}
pub fn add(&mut self, order: BookOrder, flags: u8, sequence: u64, ts_event: UnixNanos) {
let order = pre_process_order(self.book_type, order, flags);
match order.side.as_specified() {
OrderSideSpecified::Buy => self.bids.add(order),
OrderSideSpecified::Sell => self.asks.add(order),
}
self.increment(sequence, ts_event);
}
pub fn update(&mut self, order: BookOrder, flags: u8, sequence: u64, ts_event: UnixNanos) {
let order = pre_process_order(self.book_type, order, flags);
match order.side.as_specified() {
OrderSideSpecified::Buy => self.bids.update(order),
OrderSideSpecified::Sell => self.asks.update(order),
}
self.increment(sequence, ts_event);
}
pub fn delete(&mut self, order: BookOrder, flags: u8, sequence: u64, ts_event: UnixNanos) {
let order = pre_process_order(self.book_type, order, flags);
match order.side.as_specified() {
OrderSideSpecified::Buy => self.bids.delete(order, sequence, ts_event),
OrderSideSpecified::Sell => self.asks.delete(order, sequence, ts_event),
}
self.increment(sequence, ts_event);
}
pub fn clear(&mut self, sequence: u64, ts_event: UnixNanos) {
self.bids.clear();
self.asks.clear();
self.increment(sequence, ts_event);
}
pub fn clear_bids(&mut self, sequence: u64, ts_event: UnixNanos) {
self.bids.clear();
self.increment(sequence, ts_event);
}
pub fn clear_asks(&mut self, sequence: u64, ts_event: UnixNanos) {
self.asks.clear();
self.increment(sequence, ts_event);
}
pub fn apply_delta(&mut self, delta: &OrderBookDelta) {
let order = delta.order;
let flags = delta.flags;
let sequence = delta.sequence;
let ts_event = delta.ts_event;
match delta.action {
BookAction::Add => self.add(order, flags, sequence, ts_event),
BookAction::Update => self.update(order, flags, sequence, ts_event),
BookAction::Delete => self.delete(order, flags, sequence, ts_event),
BookAction::Clear => self.clear(sequence, ts_event),
}
}
pub fn apply_deltas(&mut self, deltas: &OrderBookDeltas) {
for delta in &deltas.deltas {
self.apply_delta(delta);
}
}
pub fn apply_depth(&mut self, depth: &OrderBookDepth10) {
self.bids.clear();
self.asks.clear();
for order in depth.bids {
self.add(order, depth.flags, depth.sequence, depth.ts_event);
}
for order in depth.asks {
self.add(order, depth.flags, depth.sequence, depth.ts_event);
}
}
pub fn bids(&self) -> impl Iterator<Item = &Level> {
self.bids.levels.values()
}
pub fn asks(&self) -> impl Iterator<Item = &Level> {
self.asks.levels.values()
}
#[must_use]
pub fn has_bid(&self) -> bool {
self.bids.top().map_or(false, |top| !top.orders.is_empty())
}
#[must_use]
pub fn has_ask(&self) -> bool {
self.asks.top().map_or(false, |top| !top.orders.is_empty())
}
#[must_use]
pub fn best_bid_price(&self) -> Option<Price> {
self.bids.top().map(|top| top.price.value)
}
#[must_use]
pub fn best_ask_price(&self) -> Option<Price> {
self.asks.top().map(|top| top.price.value)
}
#[must_use]
pub fn best_bid_size(&self) -> Option<Quantity> {
self.bids
.top()
.and_then(|top| top.first().map(|order| order.size))
}
#[must_use]
pub fn best_ask_size(&self) -> Option<Quantity> {
self.asks
.top()
.and_then(|top| top.first().map(|order| order.size))
}
#[must_use]
pub fn spread(&self) -> Option<f64> {
match (self.best_ask_price(), self.best_bid_price()) {
(Some(ask), Some(bid)) => Some(ask.as_f64() - bid.as_f64()),
_ => None,
}
}
#[must_use]
pub fn midpoint(&self) -> Option<f64> {
match (self.best_ask_price(), self.best_bid_price()) {
(Some(ask), Some(bid)) => Some((ask.as_f64() + bid.as_f64()) / 2.0),
_ => None,
}
}
#[must_use]
pub fn get_avg_px_for_quantity(&self, qty: Quantity, order_side: OrderSide) -> f64 {
let levels = match order_side.as_specified() {
OrderSideSpecified::Buy => &self.asks.levels,
OrderSideSpecified::Sell => &self.bids.levels,
};
analysis::get_avg_px_for_quantity(qty, levels)
}
#[must_use]
pub fn get_avg_px_qty_for_exposure(
&self,
target_exposure: Quantity,
order_side: OrderSide,
) -> (f64, f64, f64) {
let levels = match order_side.as_specified() {
OrderSideSpecified::Buy => &self.asks.levels,
OrderSideSpecified::Sell => &self.bids.levels,
};
analysis::get_avg_px_qty_for_exposure(target_exposure, levels)
}
#[must_use]
pub fn get_quantity_for_price(&self, price: Price, order_side: OrderSide) -> f64 {
let levels = match order_side.as_specified() {
OrderSideSpecified::Buy => &self.asks.levels,
OrderSideSpecified::Sell => &self.bids.levels,
};
analysis::get_quantity_for_price(price, order_side, levels)
}
#[must_use]
pub fn simulate_fills(&self, order: &BookOrder) -> Vec<(Price, Quantity)> {
match order.side.as_specified() {
OrderSideSpecified::Buy => self.asks.simulate_fills(order),
OrderSideSpecified::Sell => self.bids.simulate_fills(order),
}
}
#[must_use]
pub fn pprint(&self, num_levels: usize) -> String {
pprint_book(&self.bids, &self.asks, num_levels)
}
fn increment(&mut self, sequence: u64, ts_event: UnixNanos) {
self.sequence = sequence;
self.ts_last = ts_event;
self.count += 1;
}
pub fn update_quote_tick(&mut self, quote: &QuoteTick) -> Result<(), InvalidBookOperation> {
if self.book_type != BookType::L1_MBP {
return Err(InvalidBookOperation::Update(self.book_type));
};
let bid = BookOrder::new(
OrderSide::Buy,
quote.bid_price,
quote.bid_size,
OrderSide::Buy as u64,
);
let ask = BookOrder::new(
OrderSide::Sell,
quote.ask_price,
quote.ask_size,
OrderSide::Sell as u64,
);
self.update_book_bid(bid, quote.ts_event);
self.update_book_ask(ask, quote.ts_event);
Ok(())
}
pub fn update_trade_tick(&mut self, trade: &TradeTick) -> Result<(), InvalidBookOperation> {
if self.book_type != BookType::L1_MBP {
return Err(InvalidBookOperation::Update(self.book_type));
};
let bid = BookOrder::new(
OrderSide::Buy,
trade.price,
trade.size,
OrderSide::Buy as u64,
);
let ask = BookOrder::new(
OrderSide::Sell,
trade.price,
trade.size,
OrderSide::Sell as u64,
);
self.update_book_bid(bid, trade.ts_event);
self.update_book_ask(ask, trade.ts_event);
Ok(())
}
fn update_book_bid(&mut self, order: BookOrder, ts_event: UnixNanos) {
if let Some(top_bids) = self.bids.top() {
if let Some(top_bid) = top_bids.first() {
self.bids.remove(top_bid.order_id, 0, ts_event);
}
}
self.bids.add(order);
}
fn update_book_ask(&mut self, order: BookOrder, ts_event: UnixNanos) {
if let Some(top_asks) = self.asks.top() {
if let Some(top_ask) = top_asks.first() {
self.asks.remove(top_ask.order_id, 0, ts_event);
}
}
self.asks.add(order);
}
}
#[cfg(test)]
mod tests {
use rstest::rstest;
use crate::{
data::{
depth::OrderBookDepth10, order::BookOrder, quote::QuoteTick, stubs::*, trade::TradeTick,
},
enums::{AggressorSide, BookType, OrderSide},
identifiers::{InstrumentId, TradeId},
orderbook::{analysis::book_check_integrity, book::OrderBook},
types::{price::Price, quantity::Quantity},
};
#[rstest]
fn test_display() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
assert_eq!(
book.to_string(),
"OrderBook(instrument_id=ETHUSDT-PERP.BINANCE, book_type=L2_MBP)"
);
}
#[rstest]
fn test_best_bid_and_ask_when_nothing_in_book() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
assert_eq!(book.best_bid_price(), None);
assert_eq!(book.best_ask_price(), None);
assert_eq!(book.best_bid_size(), None);
assert_eq!(book.best_ask_size(), None);
assert!(!book.has_bid());
assert!(!book.has_ask());
}
#[rstest]
fn test_bid_side_with_one_order() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L3_MBO);
let order1 = BookOrder::new(
OrderSide::Buy,
Price::from("1.000"),
Quantity::from("1.0"),
1,
);
book.add(order1, 0, 1, 100.into());
assert_eq!(book.best_bid_price(), Some(Price::from("1.000")));
assert_eq!(book.best_bid_size(), Some(Quantity::from("1.0")));
assert!(book.has_bid());
}
#[rstest]
fn test_ask_side_with_one_order() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L3_MBO);
let order = BookOrder::new(
OrderSide::Sell,
Price::from("2.000"),
Quantity::from("2.0"),
2,
);
book.add(order, 0, 2, 200.into());
assert_eq!(book.best_ask_price(), Some(Price::from("2.000")));
assert_eq!(book.best_ask_size(), Some(Quantity::from("2.0")));
assert!(book.has_ask());
}
#[rstest]
fn test_spread_with_no_bids_or_asks() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L3_MBO);
assert_eq!(book.spread(), None);
}
#[rstest]
fn test_spread_with_bids_and_asks() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L3_MBO);
let bid1 = BookOrder::new(
OrderSide::Buy,
Price::from("1.000"),
Quantity::from("1.0"),
1,
);
let ask1 = BookOrder::new(
OrderSide::Sell,
Price::from("2.000"),
Quantity::from("2.0"),
2,
);
book.add(bid1, 0, 1, 100.into());
book.add(ask1, 0, 2, 200.into());
assert_eq!(book.spread(), Some(1.0));
}
#[rstest]
fn test_midpoint_with_no_bids_or_asks() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
assert_eq!(book.midpoint(), None);
}
#[rstest]
fn test_midpoint_with_bids_asks() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L2_MBP);
let bid1 = BookOrder::new(
OrderSide::Buy,
Price::from("1.000"),
Quantity::from("1.0"),
1,
);
let ask1 = BookOrder::new(
OrderSide::Sell,
Price::from("2.000"),
Quantity::from("2.0"),
2,
);
book.add(bid1, 0, 1, 100.into());
book.add(ask1, 0, 2, 200.into());
assert_eq!(book.midpoint(), Some(1.5));
}
#[rstest]
fn test_get_price_for_quantity_no_market() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
let qty = Quantity::from(1);
assert_eq!(book.get_avg_px_for_quantity(qty, OrderSide::Buy), 0.0);
assert_eq!(book.get_avg_px_for_quantity(qty, OrderSide::Sell), 0.0);
}
#[rstest]
fn test_get_quantity_for_price_no_market() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
let price = Price::from("1.0");
assert_eq!(book.get_quantity_for_price(price, OrderSide::Buy), 0.0);
assert_eq!(book.get_quantity_for_price(price, OrderSide::Sell), 0.0);
}
#[rstest]
fn test_get_price_for_quantity() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L2_MBP);
let ask2 = BookOrder::new(
OrderSide::Sell,
Price::from("2.010"),
Quantity::from("2.0"),
0, );
let ask1 = BookOrder::new(
OrderSide::Sell,
Price::from("2.000"),
Quantity::from("1.0"),
0, );
let bid1 = BookOrder::new(
OrderSide::Buy,
Price::from("1.000"),
Quantity::from("1.0"),
0, );
let bid2 = BookOrder::new(
OrderSide::Buy,
Price::from("0.990"),
Quantity::from("2.0"),
0, );
book.add(bid1, 0, 1, 2.into());
book.add(bid2, 0, 1, 2.into());
book.add(ask1, 0, 1, 2.into());
book.add(ask2, 0, 1, 2.into());
let qty = Quantity::from("1.5");
assert_eq!(
book.get_avg_px_for_quantity(qty, OrderSide::Buy),
2.003_333_333_333_333_4
);
assert_eq!(
book.get_avg_px_for_quantity(qty, OrderSide::Sell),
0.996_666_666_666_666_7
);
}
#[rstest]
fn test_get_quantity_for_price() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L2_MBP);
let ask3 = BookOrder::new(
OrderSide::Sell,
Price::from("2.011"),
Quantity::from("3.0"),
0, );
let ask2 = BookOrder::new(
OrderSide::Sell,
Price::from("2.010"),
Quantity::from("2.0"),
0, );
let ask1 = BookOrder::new(
OrderSide::Sell,
Price::from("2.000"),
Quantity::from("1.0"),
0, );
let bid1 = BookOrder::new(
OrderSide::Buy,
Price::from("1.000"),
Quantity::from("1.0"),
0, );
let bid2 = BookOrder::new(
OrderSide::Buy,
Price::from("0.990"),
Quantity::from("2.0"),
0, );
let bid3 = BookOrder::new(
OrderSide::Buy,
Price::from("0.989"),
Quantity::from("3.0"),
0, );
book.add(bid1, 0, 0, 1.into());
book.add(bid2, 0, 0, 1.into());
book.add(bid3, 0, 0, 1.into());
book.add(ask1, 0, 0, 1.into());
book.add(ask2, 0, 0, 1.into());
book.add(ask3, 0, 0, 1.into());
assert_eq!(
book.get_quantity_for_price(Price::from("2.010"), OrderSide::Buy),
3.0
);
assert_eq!(
book.get_quantity_for_price(Price::from("0.990"), OrderSide::Sell),
3.0
);
}
#[rstest]
fn test_get_price_for_exposure_no_market() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
let qty = Quantity::from(1);
assert_eq!(
book.get_avg_px_qty_for_exposure(qty, OrderSide::Buy),
(0.0, 0.0, 0.0)
);
assert_eq!(
book.get_avg_px_qty_for_exposure(qty, OrderSide::Sell),
(0.0, 0.0, 0.0)
);
}
#[rstest]
fn test_get_price_for_exposure(stub_depth10: OrderBookDepth10) {
let depth = stub_depth10;
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L2_MBP);
book.apply_depth(&depth);
let qty = Quantity::from(1);
assert_eq!(
book.get_avg_px_qty_for_exposure(qty, OrderSide::Buy),
(100.0, 10_000_000.0, 100.0)
);
assert_eq!(
book.get_avg_px_qty_for_exposure(qty, OrderSide::Sell),
(99.0, 10_101_010.0, 99.0)
);
}
#[rstest]
fn test_apply_depth(stub_depth10: OrderBookDepth10) {
let depth = stub_depth10;
let instrument_id = InstrumentId::from("AAPL.XNAS");
let mut book = OrderBook::new(instrument_id, BookType::L2_MBP);
book.apply_depth(&depth);
assert_eq!(book.best_bid_price().unwrap().as_f64(), 99.00);
assert_eq!(book.best_ask_price().unwrap().as_f64(), 100.00);
assert_eq!(book.best_bid_size().unwrap().as_f64(), 100.0);
assert_eq!(book.best_ask_size().unwrap().as_f64(), 100.0);
}
#[rstest]
fn test_orderbook_creation() {
let instrument_id = InstrumentId::from("AAPL.XNAS");
let book = OrderBook::new(instrument_id, BookType::L2_MBP);
assert_eq!(book.instrument_id, instrument_id);
assert_eq!(book.book_type, BookType::L2_MBP);
assert_eq!(book.sequence, 0);
assert_eq!(book.ts_last, 0);
assert_eq!(book.count, 0);
}
#[rstest]
fn test_orderbook_reset() {
let instrument_id = InstrumentId::from("AAPL.XNAS");
let mut book = OrderBook::new(instrument_id, BookType::L1_MBP);
book.sequence = 10;
book.ts_last = 100.into();
book.count = 3;
book.reset();
assert_eq!(book.book_type, BookType::L1_MBP);
assert_eq!(book.sequence, 0);
assert_eq!(book.ts_last, 0);
assert_eq!(book.count, 0);
}
#[rstest]
fn test_update_quote_tick_l1() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L1_MBP);
let quote = QuoteTick::new(
InstrumentId::from("ETHUSDT-PERP.BINANCE"),
Price::from("5000.000"),
Price::from("5100.000"),
Quantity::from("100.00000000"),
Quantity::from("99.00000000"),
0.into(),
0.into(),
);
book.update_quote_tick("e).unwrap();
assert_eq!(book.best_bid_price().unwrap(), quote.bid_price);
assert_eq!(book.best_ask_price().unwrap(), quote.ask_price);
assert_eq!(book.best_bid_size().unwrap(), quote.bid_size);
assert_eq!(book.best_ask_size().unwrap(), quote.ask_size);
}
#[rstest]
fn test_update_trade_tick_l1() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L1_MBP);
let price = Price::from("15000.000");
let size = Quantity::from("10.00000000");
let trade = TradeTick::new(
instrument_id,
price,
size,
AggressorSide::Buyer,
TradeId::new("123456789"),
0.into(),
0.into(),
);
book.update_trade_tick(&trade).unwrap();
assert_eq!(book.best_bid_price().unwrap(), price);
assert_eq!(book.best_ask_price().unwrap(), price);
assert_eq!(book.best_bid_size().unwrap(), size);
assert_eq!(book.best_ask_size().unwrap(), size);
}
#[rstest]
fn test_check_integrity_when_crossed() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L2_MBP);
let ask1 = BookOrder::new(
OrderSide::Sell,
Price::from("1.000"),
Quantity::from("1.0"),
0, );
let bid1 = BookOrder::new(
OrderSide::Buy,
Price::from("2.000"),
Quantity::from("1.0"),
0, );
book.add(bid1, 0, 0, 1.into());
book.add(ask1, 0, 0, 1.into());
assert!(book_check_integrity(&book).is_err());
}
#[rstest]
fn test_pprint() {
let instrument_id = InstrumentId::from("ETHUSDT-PERP.BINANCE");
let mut book = OrderBook::new(instrument_id, BookType::L3_MBO);
let order1 = BookOrder::new(
OrderSide::Buy,
Price::from("1.000"),
Quantity::from("1.0"),
1,
);
let order2 = BookOrder::new(
OrderSide::Buy,
Price::from("1.500"),
Quantity::from("2.0"),
2,
);
let order3 = BookOrder::new(
OrderSide::Buy,
Price::from("2.000"),
Quantity::from("3.0"),
3,
);
let order4 = BookOrder::new(
OrderSide::Sell,
Price::from("3.000"),
Quantity::from("3.0"),
4,
);
let order5 = BookOrder::new(
OrderSide::Sell,
Price::from("4.000"),
Quantity::from("4.0"),
5,
);
let order6 = BookOrder::new(
OrderSide::Sell,
Price::from("5.000"),
Quantity::from("8.0"),
6,
);
book.add(order1, 0, 1, 100.into());
book.add(order2, 0, 2, 200.into());
book.add(order3, 0, 3, 300.into());
book.add(order4, 0, 4, 400.into());
book.add(order5, 0, 5, 500.into());
book.add(order6, 0, 6, 600.into());
let pprint_output = book.pprint(3);
let expected_output = "╭───────┬───────┬───────╮\n\
│ bids │ price │ asks │\n\
├───────┼───────┼───────┤\n\
│ │ 5.000 │ [8.0] │\n\
│ │ 4.000 │ [4.0] │\n\
│ │ 3.000 │ [3.0] │\n\
│ [3.0] │ 2.000 │ │\n\
│ [2.0] │ 1.500 │ │\n\
│ [1.0] │ 1.000 │ │\n\
╰───────┴───────┴───────╯";
println!("{pprint_output}");
assert_eq!(pprint_output, expected_output);
}
}