use std::sync::Arc;
use arrow::{
array::{Float64Builder, StringBuilder, TimestampNanosecondBuilder},
datatypes::Schema,
error::ArrowError,
record_batch::RecordBatch,
};
use nautilus_model::data::MarkPriceUpdate;
use super::{float64_field, price_to_f64, timestamp_field, unix_nanos_to_i64, utf8_field};
#[must_use]
pub fn mark_prices_schema() -> Schema {
Schema::new(vec![
utf8_field("instrument_id", false),
float64_field("value", false),
timestamp_field("ts_event", false),
timestamp_field("ts_init", false),
])
}
pub fn encode_mark_prices(data: &[MarkPriceUpdate]) -> Result<RecordBatch, ArrowError> {
let mut instrument_id_builder = StringBuilder::new();
let mut value_builder = Float64Builder::with_capacity(data.len());
let mut ts_event_builder = TimestampNanosecondBuilder::with_capacity(data.len());
let mut ts_init_builder = TimestampNanosecondBuilder::with_capacity(data.len());
for update in data {
instrument_id_builder.append_value(update.instrument_id.to_string());
value_builder.append_value(price_to_f64(&update.value));
ts_event_builder.append_value(unix_nanos_to_i64(update.ts_event.as_u64()));
ts_init_builder.append_value(unix_nanos_to_i64(update.ts_init.as_u64()));
}
RecordBatch::try_new(
Arc::new(mark_prices_schema()),
vec![
Arc::new(instrument_id_builder.finish()),
Arc::new(value_builder.finish()),
Arc::new(ts_event_builder.finish()),
Arc::new(ts_init_builder.finish()),
],
)
}
#[cfg(test)]
mod tests {
use arrow::{
array::{Array, Float64Array, StringArray, TimestampNanosecondArray},
datatypes::{DataType, TimeUnit},
};
use nautilus_model::{identifiers::InstrumentId, types::Price};
use rstest::rstest;
use super::*;
fn make_update(instrument_id: &str, value: &str, ts: u64) -> MarkPriceUpdate {
MarkPriceUpdate {
instrument_id: InstrumentId::from(instrument_id),
value: Price::from(value),
ts_event: ts.into(),
ts_init: (ts + 1).into(),
}
}
#[rstest]
fn test_encode_mark_prices_schema() {
let batch = encode_mark_prices(&[]).unwrap();
let fields = batch.schema().fields().clone();
assert_eq!(fields.len(), 4);
assert_eq!(fields[0].name(), "instrument_id");
assert_eq!(fields[0].data_type(), &DataType::Utf8);
assert_eq!(fields[1].name(), "value");
assert_eq!(fields[1].data_type(), &DataType::Float64);
assert_eq!(fields[2].name(), "ts_event");
assert_eq!(
fields[2].data_type(),
&DataType::Timestamp(TimeUnit::Nanosecond, None)
);
assert_eq!(fields[3].name(), "ts_init");
}
#[rstest]
fn test_encode_mark_prices_values() {
let updates = vec![
make_update("BTC-USDT.BINANCE", "50200.00", 1_000),
make_update("BTC-USDT.BINANCE", "50300.00", 2_000),
];
let batch = encode_mark_prices(&updates).unwrap();
assert_eq!(batch.num_rows(), 2);
let instrument_id_col = batch
.column(0)
.as_any()
.downcast_ref::<StringArray>()
.unwrap();
let value_col = batch
.column(1)
.as_any()
.downcast_ref::<Float64Array>()
.unwrap();
let ts_event_col = batch
.column(2)
.as_any()
.downcast_ref::<TimestampNanosecondArray>()
.unwrap();
assert_eq!(instrument_id_col.value(0), "BTC-USDT.BINANCE");
assert!((value_col.value(0) - 50_200.00).abs() < 1e-9);
assert!((value_col.value(1) - 50_300.00).abs() < 1e-9);
assert_eq!(ts_event_col.value(0), 1_000);
}
#[rstest]
fn test_encode_mark_prices_empty() {
let batch = encode_mark_prices(&[]).unwrap();
assert_eq!(batch.num_rows(), 0);
}
#[rstest]
fn test_encode_mark_prices_mixed_instruments() {
let updates = vec![
make_update("BTC-USDT.BINANCE", "50200.00", 1),
make_update("ETH-USDT.BINANCE", "2500.00", 2),
];
let batch = encode_mark_prices(&updates).unwrap();
let instrument_id_col = batch
.column(0)
.as_any()
.downcast_ref::<StringArray>()
.unwrap();
assert_eq!(instrument_id_col.value(0), "BTC-USDT.BINANCE");
assert_eq!(instrument_id_col.value(1), "ETH-USDT.BINANCE");
}
}