init

Signed-off-by: Pushkar Mishra <[email protected]>

nautilus_core/analysis/src/python/statistics/long_ratio.rs

@@ -31,7 +31,7 @@ impl LongRatio {
     }
 
     #[pyo3(name = "calculate_from_positions")]
-    fn py_calculate_from_positions(&mut self, positions: Vec<Position>) -> Option<String> {
+    fn py_calculate_from_positions(&mut self, positions: Vec<Position>) -> Option<f64> {
         self.calculate_from_positions(&positions)
     }
 }

nautilus_core/analysis/src/statistics/long_ratio.rs

@@ -38,7 +38,7 @@ impl LongRatio {
 }
 
 impl PortfolioStatistic for LongRatio {
-    type Item = String;
+    type Item = f64;
 
     fn name(&self) -> String {
         stringify!(LongRatio).to_string()
@@ -55,7 +55,9 @@ impl PortfolioStatistic for LongRatio {
             .collect();
 
         let value = longs.len() as f64 / positions.len() as f64;
-        Some(format!("{:.1$}", value, self.precision))
+
+        let scale = 10f64.powi(self.precision as i32);
+        Some((value * scale).round() / scale)
     }
 }
 
@@ -131,7 +133,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "1.00");
+        assert_eq!(result.unwrap(), 1.00);
     }
 
     #[test]
@@ -145,7 +147,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "0.00");
+        assert_eq!(result.unwrap(), 0.00);
     }
 
     #[test]
@@ -160,7 +162,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "0.50");
+        assert_eq!(result.unwrap(), 0.50);
     }
 
     #[test]
@@ -174,7 +176,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "0.667");
+        assert_eq!(result.unwrap(), 0.667);
     }
 
     #[test]
@@ -184,7 +186,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "1.00");
+        assert_eq!(result.unwrap(), 1.00);
     }
 
     #[test]
@@ -194,7 +196,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "0.00");
+        assert_eq!(result.unwrap(), 0.00);
     }
 
     #[test]
@@ -208,7 +210,7 @@ mod tests {
 
         let result = long_ratio.calculate_from_positions(&positions);
         assert!(result.is_some());
-        assert_eq!(result.unwrap(), "1");
+        assert_eq!(result.unwrap(), 1.00);
     }
 
     #[test]

nautilus_core/common/src/cache/mod.rs

@@ -44,18 +44,21 @@ use nautilus_model::{
     enums::{AggregationSource, OmsType, OrderSide, PositionSide, PriceType, TriggerType},
     identifiers::{
         AccountId, ClientId, ClientOrderId, ComponentId, ExecAlgorithmId, InstrumentId,
-        OrderListId, PositionId, StrategyId, Venue, VenueOrderId,
+        OrderListId, PositionId, StrategyId, Symbol, Venue, VenueOrderId,
     },
     instruments::{any::InstrumentAny, synthetic::SyntheticInstrument},
     orderbook::book::OrderBook,
     orders::{any::OrderAny, list::OrderList},
     position::Position,
     types::{currency::Currency, price::Price, quantity::Quantity},
 };
+use rust_decimal::Decimal;
 use serde::{Deserialize, Serialize};
 use ustr::Ustr;
 
-use crate::{enums::SerializationEncoding, msgbus::database::DatabaseConfig};
+use crate::{
+    enums::SerializationEncoding, msgbus::database::DatabaseConfig, xrate::get_exchange_rate,
+};
 
 /// Configuration for `Cache` instances.
 #[derive(Clone, Debug, PartialEq, Eq, Serialize, Deserialize)]
@@ -1142,6 +1145,11 @@ impl Cache {
             database.add_instrument(&instrument)?;
         }
 
+        // match instrument {
+        //     InstrumentAny::CurrencyPair(_) | InstrumentAny::CryptoPerpetual(_) => {}
+        //     _ => {}
+        // }
+
         self.instruments.insert(instrument.id(), instrument);
         Ok(())
     }
@@ -2474,6 +2482,81 @@ impl Cache {
         self.bar_count(bar_type) > 0
     }
 
+    #[must_use]
+    pub fn get_xrate(
+        &self,
+        venue: Venue,
+        from_currency: Currency,
+        to_currency: Currency,
+        price_type: PriceType,
+    ) -> Decimal {
+        if from_currency == to_currency {
+            return Decimal::ONE;
+        }
+
+        let (bid_quote, ask_quote) = self.build_quote_table(&venue);
+
+        // TODO: improve error and complete this fn
+        get_exchange_rate(from_currency, to_currency, price_type, bid_quote, ask_quote)
+    }
+
+    fn build_quote_table(
+        &self,
+        venue: &Venue,
+    ) -> (HashMap<Symbol, Decimal>, HashMap<Symbol, Decimal>) {
+        let mut bid_quotes = HashMap::new();
+        let mut ask_quotes = HashMap::new();
+
+        for instrument_id in self.instruments.keys() {
+            if instrument_id.venue != *venue {
+                continue;
+            }
+
+            let (bid_price, ask_price) = if let Some(ticks) = self.quotes.get(instrument_id) {
+                // Use quote ticks if available
+                if let Some(tick) = ticks.front() {
+                    (tick.bid_price, tick.ask_price)
+                } else {
+                    continue; // Empty ticks vector
+                }
+            } else {
+                // Fall back to bars if no quotes available
+                let bid_bar = self
+                    .bars
+                    .iter()
+                    .find(|(k, _)| {
+                        k.instrument_id() == *instrument_id
+                            && matches!(k.spec().price_type, PriceType::Bid)
+                    })
+                    .map(|(_, v)| v);
+
+                let ask_bar = self
+                    .bars
+                    .iter()
+                    .find(|(k, _)| {
+                        k.instrument_id() == *instrument_id
+                            && matches!(k.spec().price_type, PriceType::Ask)
+                    })
+                    .map(|(_, v)| v);
+
+                match (bid_bar, ask_bar) {
+                    (Some(bid), Some(ask)) => {
+                        let bid_price = bid.front().unwrap().close;
+                        let ask_price = ask.front().unwrap().close;
+
+                        (bid_price, ask_price)
+                    }
+                    _ => continue, // Missing either bid or ask bar
+                }
+            };
+
+            bid_quotes.insert(instrument_id.symbol, bid_price.as_decimal());
+            ask_quotes.insert(instrument_id.symbol, ask_price.as_decimal());
+        }
+
+        (bid_quotes, ask_quotes)
+    }
+
     // -- INSTRUMENT QUERIES ----------------------------------------------------------------------
 
     /// Returns a reference to the instrument for the given `instrument_id` (if found).
@@ -2554,6 +2637,12 @@ impl Cache {
         self.accounts.get(account_id)
     }
 
+    /// Returns a mutable reference to the account for the given `account_id` (if found).
+    #[must_use]
+    pub fn mut_account(&mut self, account_id: &AccountId) -> Option<&mut AccountAny> {
+        self.accounts.get_mut(account_id)
+    }
+
     /// Returns a reference to the account for the given `venue` (if found).
     #[must_use]
     pub fn account_for_venue(&self, venue: &Venue) -> Option<&AccountAny> {
@@ -2563,6 +2652,15 @@ impl Cache {
             .and_then(|account_id| self.accounts.get(account_id))
     }
 
+    /// Returns a reference to the account for the given `venue` (if found).
+    #[must_use]
+    pub fn mut_account_for_venue(&mut self, venue: &Venue) -> Option<&mut AccountAny> {
+        self.index
+            .venue_account
+            .get(venue)
+            .and_then(|account_id| self.accounts.get_mut(account_id))
+    }
+
     /// Returns a reference to the account ID for the given `venue` (if found).
     #[must_use]
     pub fn account_id(&self, venue: &Venue) -> Option<&AccountId> {