use std::{
collections::{HashMap, hash_map::DefaultHasher},
hash::{Hash, Hasher},
str::FromStr,
};
use nautilus_core::{
UnixNanos,
python::{
IntoPyObjectNautilusExt,
serialization::{from_dict_pyo3, to_dict_pyo3},
to_pyvalue_err,
},
serialization::{
Serializable,
msgpack::{FromMsgPack, ToMsgPack},
},
};
use pyo3::{
IntoPyObjectExt,
prelude::*,
pyclass::CompareOp,
types::{PyDict, PyInt, PyString, PyTuple},
};
use super::data_to_pycapsule;
use crate::{
data::{Data, TradeTick},
enums::{AggressorSide, FromU8},
identifiers::{InstrumentId, TradeId},
python::common::PY_MODULE_MODEL,
types::{
price::{Price, PriceRaw},
quantity::{Quantity, QuantityRaw},
},
};
impl TradeTick {
pub fn from_pyobject(obj: &Bound<'_, PyAny>) -> PyResult<Self> {
if let Ok(tick) = obj.cast::<Self>() {
return Ok(*tick.borrow());
}
let instrument_id_obj: Bound<'_, PyAny> = obj.getattr("instrument_id")?.extract()?;
let instrument_id_str: String = instrument_id_obj.getattr("value")?.extract()?;
let instrument_id =
InstrumentId::from_str(instrument_id_str.as_str()).map_err(to_pyvalue_err)?;
let price_py: Bound<'_, PyAny> = obj.getattr("price")?.extract()?;
let price_raw: PriceRaw = price_py.getattr("raw")?.extract()?;
let price_prec: u8 = price_py.getattr("precision")?.extract()?;
let price = Price::from_raw(price_raw, price_prec);
let size_py: Bound<'_, PyAny> = obj.getattr("size")?.extract()?;
let size_raw: QuantityRaw = size_py.getattr("raw")?.extract()?;
let size_prec: u8 = size_py.getattr("precision")?.extract()?;
let size = Quantity::from_raw(size_raw, size_prec);
let aggressor_side_obj: Bound<'_, PyAny> = obj.getattr("aggressor_side")?.extract()?;
let aggressor_side_u8 = aggressor_side_obj.getattr("value")?.extract()?;
let aggressor_side = AggressorSide::from_u8(aggressor_side_u8).unwrap();
let trade_id_obj: Bound<'_, PyAny> = obj.getattr("trade_id")?.extract()?;
let trade_id_str: String = trade_id_obj.getattr("value")?.extract()?;
let trade_id = TradeId::from(trade_id_str.as_str());
let ts_event: u64 = obj.getattr("ts_event")?.extract()?;
let ts_init: u64 = obj.getattr("ts_init")?.extract()?;
Ok(Self::new(
instrument_id,
price,
size,
aggressor_side,
trade_id,
ts_event.into(),
ts_init.into(),
))
}
}
#[pymethods]
#[pyo3_stub_gen::derive::gen_stub_pymethods]
impl TradeTick {
#[new]
fn py_new(
instrument_id: InstrumentId,
price: Price,
size: Quantity,
aggressor_side: AggressorSide,
trade_id: TradeId,
ts_event: u64,
ts_init: u64,
) -> PyResult<Self> {
Self::new_checked(
instrument_id,
price,
size,
aggressor_side,
trade_id,
ts_event.into(),
ts_init.into(),
)
.map_err(to_pyvalue_err)
}
fn __setstate__(&mut self, state: &Bound<'_, PyAny>) -> PyResult<()> {
let py_tuple: &Bound<'_, PyTuple> = state.cast::<PyTuple>()?;
let binding = py_tuple.get_item(0)?;
let instrument_id_str = binding.cast::<PyString>()?.extract::<&str>()?;
let price_raw = py_tuple
.get_item(1)?
.cast::<PyInt>()?
.extract::<PriceRaw>()?;
let price_prec = py_tuple.get_item(2)?.cast::<PyInt>()?.extract::<u8>()?;
let size_raw = py_tuple
.get_item(3)?
.cast::<PyInt>()?
.extract::<QuantityRaw>()?;
let size_prec = py_tuple.get_item(4)?.cast::<PyInt>()?.extract::<u8>()?;
let aggressor_side_u8 = py_tuple.get_item(5)?.cast::<PyInt>()?.extract::<u8>()?;
let binding = py_tuple.get_item(6)?;
let trade_id_str = binding.cast::<PyString>()?.extract::<&str>()?;
let ts_event = py_tuple.get_item(7)?.cast::<PyInt>()?.extract::<u64>()?;
let ts_init = py_tuple.get_item(8)?.cast::<PyInt>()?.extract::<u64>()?;
self.instrument_id = InstrumentId::from_str(instrument_id_str).map_err(to_pyvalue_err)?;
self.price = Price::from_raw(price_raw, price_prec);
self.size = Quantity::from_raw(size_raw, size_prec);
self.aggressor_side = AggressorSide::from_u8(aggressor_side_u8).unwrap();
self.trade_id = TradeId::from(trade_id_str);
self.ts_event = ts_event.into();
self.ts_init = ts_init.into();
Ok(())
}
fn __getstate__(&self, py: Python) -> PyResult<Py<PyAny>> {
(
self.instrument_id.to_string(),
self.price.raw,
self.price.precision,
self.size.raw,
self.size.precision,
self.aggressor_side as u8,
self.trade_id.to_string(),
self.ts_event.as_u64(),
self.ts_init.as_u64(),
)
.into_py_any(py)
}
fn __reduce__(&self, py: Python) -> PyResult<Py<PyAny>> {
let safe_constructor = py.get_type::<Self>().getattr("_safe_constructor")?;
let state = self.__getstate__(py)?;
(safe_constructor, PyTuple::empty(py), state).into_py_any(py)
}
#[staticmethod]
fn _safe_constructor() -> Self {
Self::new(
InstrumentId::from("NULL.NULL"),
Price::zero(0),
Quantity::from(1), AggressorSide::NoAggressor,
TradeId::from("NULL"),
UnixNanos::default(),
UnixNanos::default(),
)
}
fn __richcmp__(&self, other: &Self, op: CompareOp, py: Python<'_>) -> Py<PyAny> {
match op {
CompareOp::Eq => self.eq(other).into_py_any_unwrap(py),
CompareOp::Ne => self.ne(other).into_py_any_unwrap(py),
_ => py.NotImplemented(),
}
}
fn __hash__(&self) -> isize {
let mut h = DefaultHasher::new();
self.hash(&mut h);
h.finish() as isize
}
fn __repr__(&self) -> String {
format!("{}({})", stringify!(TradeTick), self)
}
fn __str__(&self) -> String {
self.to_string()
}
#[getter]
#[pyo3(name = "instrument_id")]
fn py_instrument_id(&self) -> InstrumentId {
self.instrument_id
}
#[getter]
#[pyo3(name = "price")]
fn py_price(&self) -> Price {
self.price
}
#[getter]
#[pyo3(name = "size")]
fn py_size(&self) -> Quantity {
self.size
}
#[getter]
#[pyo3(name = "aggressor_side")]
fn py_aggressor_side(&self) -> AggressorSide {
self.aggressor_side
}
#[getter]
#[pyo3(name = "trade_id")]
fn py_trade_id(&self) -> TradeId {
self.trade_id
}
#[getter]
#[pyo3(name = "ts_event")]
fn py_ts_event(&self) -> u64 {
self.ts_event.as_u64()
}
#[getter]
#[pyo3(name = "ts_init")]
fn py_ts_init(&self) -> u64 {
self.ts_init.as_u64()
}
#[staticmethod]
#[pyo3(name = "fully_qualified_name")]
fn py_fully_qualified_name() -> String {
format!("{}:{}", PY_MODULE_MODEL, stringify!(TradeTick))
}
#[staticmethod]
#[pyo3(name = "get_metadata")]
fn py_get_metadata(
instrument_id: &InstrumentId,
price_precision: u8,
size_precision: u8,
) -> HashMap<String, String> {
Self::get_metadata(instrument_id, price_precision, size_precision)
}
#[staticmethod]
#[pyo3(name = "get_fields")]
fn py_get_fields(py: Python<'_>) -> PyResult<Bound<'_, PyDict>> {
let py_dict = PyDict::new(py);
for (k, v) in Self::get_fields() {
py_dict.set_item(k, v)?;
}
Ok(py_dict)
}
#[staticmethod]
#[pyo3(name = "from_raw")]
#[allow(clippy::too_many_arguments)]
fn py_from_raw(
instrument_id: InstrumentId,
price_raw: PriceRaw,
price_prec: u8,
size_raw: QuantityRaw,
size_prec: u8,
aggressor_side: AggressorSide,
trade_id: TradeId,
ts_event: u64,
ts_init: u64,
) -> PyResult<Self> {
Self::new_checked(
instrument_id,
Price::from_raw(price_raw, price_prec),
Quantity::from_raw(size_raw, size_prec),
aggressor_side,
trade_id,
ts_event.into(),
ts_init.into(),
)
.map_err(to_pyvalue_err)
}
#[staticmethod]
#[pyo3(name = "from_dict")]
fn py_from_dict(py: Python<'_>, values: Py<PyDict>) -> PyResult<Self> {
from_dict_pyo3(py, values)
}
#[pyo3(name = "as_pycapsule")]
fn py_as_pycapsule(&self, py: Python<'_>) -> Py<PyAny> {
data_to_pycapsule(py, Data::Trade(*self))
}
#[pyo3(name = "to_dict")]
fn py_to_dict(&self, py: Python<'_>) -> PyResult<Py<PyDict>> {
to_dict_pyo3(py, self)
}
#[pyo3(name = "to_json_bytes")]
fn py_to_json_bytes(&self, py: Python<'_>) -> Py<PyAny> {
self.to_json_bytes().unwrap().into_py_any_unwrap(py)
}
#[pyo3(name = "to_msgpack_bytes")]
fn py_to_msgpack_bytes(&self, py: Python<'_>) -> Py<PyAny> {
self.to_msgpack_bytes().unwrap().into_py_any_unwrap(py)
}
}
#[pymethods]
impl TradeTick {
#[staticmethod]
#[pyo3(name = "from_json")]
fn py_from_json(data: &[u8]) -> PyResult<Self> {
Self::from_json_bytes(data).map_err(to_pyvalue_err)
}
#[staticmethod]
#[pyo3(name = "from_msgpack")]
fn py_from_msgpack(data: &[u8]) -> PyResult<Self> {
Self::from_msgpack_bytes(data).map_err(to_pyvalue_err)
}
}
#[cfg(test)]
mod tests {
use nautilus_core::python::IntoPyObjectNautilusExt;
use pyo3::Python;
use rstest::rstest;
use crate::{
data::{TradeTick, stubs::stub_trade_ethusdt_buyer},
enums::AggressorSide,
identifiers::{InstrumentId, TradeId},
types::{Price, Quantity},
};
#[rstest]
fn test_trade_tick_py_new_with_zero_size() {
let instrument_id = InstrumentId::from("ETH-USDT-SWAP.OKX");
let price = Price::from("10000.00");
let zero_size = Quantity::from(0);
let aggressor_side = AggressorSide::Buyer;
let trade_id = TradeId::from("123456789");
let ts_event = 1;
let ts_init = 2;
let result = TradeTick::py_new(
instrument_id,
price,
zero_size,
aggressor_side,
trade_id,
ts_event,
ts_init,
);
assert!(result.is_err());
}
#[rstest]
fn test_to_dict(stub_trade_ethusdt_buyer: TradeTick) {
let trade = stub_trade_ethusdt_buyer;
Python::initialize();
Python::attach(|py| {
let dict_string = trade.py_to_dict(py).unwrap().to_string();
let expected_string = "{'type': 'TradeTick', 'instrument_id': 'ETHUSDT-PERP.BINANCE', 'price': '10000.0000', 'size': '1.00000000', 'aggressor_side': 'BUYER', 'trade_id': '123456789', 'ts_event': 0, 'ts_init': 1}";
assert_eq!(dict_string, expected_string);
});
}
#[rstest]
fn test_from_dict(stub_trade_ethusdt_buyer: TradeTick) {
let trade = stub_trade_ethusdt_buyer;
Python::initialize();
Python::attach(|py| {
let dict = trade.py_to_dict(py).unwrap();
let parsed = TradeTick::py_from_dict(py, dict).unwrap();
assert_eq!(parsed, trade);
});
}
#[rstest]
fn test_from_pyobject(stub_trade_ethusdt_buyer: TradeTick) {
let trade = stub_trade_ethusdt_buyer;
Python::initialize();
Python::attach(|py| {
let tick_pyobject = trade.into_py_any_unwrap(py);
let parsed_tick = TradeTick::from_pyobject(tick_pyobject.bind(py)).unwrap();
assert_eq!(parsed_tick, trade);
});
}
}