nautilus_polymarket/

models.rs

// -------------------------------------------------------------------------------------------------
//  Copyright (C) 2015-2026 Nautech Systems Pty Ltd. All rights reserved.
//  https://nautechsystems.io
//
//  Licensed under the GNU Lesser General Public License Version 3.0 (the "License");
//  You may not use this file except in compliance with the License.
//  You may obtain a copy of the License at https://www.gnu.org/licenses/lgpl-3.0.en.html
//
//  Unless required by applicable law or agreed to in writing, software
//  distributed under the License is distributed on an "AS IS" BASIS,
//  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
//  See the License for the specific language governing permissions and
//  limitations under the License.
// -------------------------------------------------------------------------------------------------

//! Polymarket simulation models.

use anyhow::Context;
use nautilus_execution::models::fee::FeeModel;
#[cfg(feature = "python")]
use nautilus_execution::python::fee::PyFeeModel;
use nautilus_model::{
    enums::LiquiditySide,
    instruments::{Instrument, InstrumentAny},
    orders::{Order, OrderAny},
    types::{Money, Price, Quantity},
};
use rust_decimal::Decimal;

use crate::http::models::FeeSchedule;

/// Polymarket fee model for binary-option backtests.
///
/// Taker fills pay the market's fee-equivalent amount. Maker fills receive a
/// per-fill approximation of the daily maker rebate by applying the market's
/// configured rebate rate to that fee-equivalent amount.
#[derive(Debug, Clone, Copy, Default)]
#[cfg_attr(
    feature = "python",
    pyo3_stub_gen::derive::gen_stub_pyclass(module = "nautilus_trader.adapters.polymarket")
)]
#[cfg_attr(
    feature = "python",
    pyo3::pyclass(
        module = "nautilus_trader.adapters.polymarket",
        extends = PyFeeModel,
        skip_from_py_object
    )
)]
pub struct PolymarketFeeModel;

impl FeeModel for PolymarketFeeModel {
    fn get_commission(
        &self,
        order: &OrderAny,
        fill_quantity: Quantity,
        fill_px: Price,
        instrument: &InstrumentAny,
    ) -> anyhow::Result<Money> {
        let InstrumentAny::BinaryOption(binary) = instrument else {
            anyhow::bail!("PolymarketFeeModel requires a binary option instrument");
        };

        let liquidity_side = match order.liquidity_side() {
            Some(LiquiditySide::Maker) => LiquiditySide::Maker,
            Some(LiquiditySide::Taker) => LiquiditySide::Taker,
            Some(LiquiditySide::NoLiquiditySide) | None => {
                anyhow::bail!("Liquidity side not set")
            }
        };

        let Some(schedule) = binary
            .info
            .as_ref()
            .and_then(|info| info.get("fee_schedule"))
            .map(|value| serde_json::from_value::<FeeSchedule>(value.clone()))
            .transpose()
            .context("invalid Polymarket fee schedule")?
        else {
            return Ok(Money::zero(instrument.quote_currency()));
        };

        validate_schedule(&schedule)?;

        let fill_price = fill_px.as_decimal();
        if !(Decimal::ZERO..=Decimal::ONE).contains(&fill_price) {
            anyhow::bail!("PolymarketFeeModel requires a fill price in [0, 1]");
        }

        let fee_equivalent = fill_quantity
            .as_decimal()
            .checked_mul(schedule.rate)
            .and_then(|value| value.checked_mul(fill_price))
            .and_then(|value| value.checked_mul(Decimal::ONE - fill_price))
            .context("commission calculation overflow")?;
        let commission = match liquidity_side {
            LiquiditySide::Maker => -fee_equivalent
                .checked_mul(schedule.rebate_rate)
                .context("commission calculation overflow")?
                .round_dp(5),
            LiquiditySide::Taker => fee_equivalent.round_dp(5),
            LiquiditySide::NoLiquiditySide => unreachable!(),
        };

        Money::from_decimal(commission, instrument.quote_currency()).map_err(Into::into)
    }
}

fn validate_schedule(schedule: &FeeSchedule) -> anyhow::Result<()> {
    if schedule.exponent != Decimal::ONE {
        anyhow::bail!(
            "PolymarketFeeModel requires fee schedule exponent 1, was {}",
            schedule.exponent
        );
    }

    if schedule.rate < Decimal::ZERO {
        anyhow::bail!("Polymarket fee rate must be greater than or equal to zero");
    }

    if !(Decimal::ZERO..=Decimal::ONE).contains(&schedule.rebate_rate) {
        anyhow::bail!("Polymarket rebate rate must be in [0, 1]");
    }

    if !schedule.taker_only {
        anyhow::bail!("PolymarketFeeModel requires a taker-only fee schedule");
    }
    Ok(())
}

#[cfg(test)]
mod tests {
    use nautilus_core::UnixNanos;
    use nautilus_execution::models::fee::{FeeModel, FeeModelHandle};
    use nautilus_model::{
        enums::{LiquiditySide, OrderSide, OrderType},
        instruments::{Instrument, InstrumentAny, stubs::audusd_sim},
        orders::{OrderAny, builder::OrderTestBuilder, stubs::TestOrderStubs},
        types::{Price, Quantity},
    };
    use rstest::rstest;
    use rust_decimal::Decimal;
    use rust_decimal_macros::dec;

    use super::PolymarketFeeModel;
    use crate::http::{
        models::{FeeSchedule, GammaMarket},
        parse::{create_instrument_from_def, parse_gamma_market},
    };

    #[rstest]
    #[case(dec!(0.07), dec!(0.20), dec!(-0.35))]
    #[case(dec!(0.05), dec!(0.15), dec!(-0.1875))]
    #[case(dec!(0.04), dec!(0.25), dec!(-0.25))]
    #[case(Decimal::ZERO, Decimal::ZERO, Decimal::ZERO)]
    fn test_maker_rebate_rates(
        #[case] fee_rate: Decimal,
        #[case] rebate_rate: Decimal,
        #[case] expected: Decimal,
    ) {
        let instrument = instrument_with_schedule(Some(fee_schedule(fee_rate, rebate_rate)));
        let order = fill_order(&instrument, LiquiditySide::Maker);

        let commission = PolymarketFeeModel
            .get_commission(
                &order,
                Quantity::from("100"),
                Price::from("0.50"),
                &instrument,
            )
            .unwrap();

        assert_eq!(commission.as_decimal(), expected);
        assert_eq!(commission.currency, instrument.quote_currency());
    }

    #[rstest]
    fn test_taker_fee() {
        let instrument = instrument_with_schedule(Some(fee_schedule(dec!(0.05), dec!(0.15))));
        let order = fill_order(&instrument, LiquiditySide::Taker);

        let commission = PolymarketFeeModel
            .get_commission(
                &order,
                Quantity::from("100"),
                Price::from("0.50"),
                &instrument,
            )
            .unwrap();

        assert_eq!(commission.as_decimal(), dec!(1.25));
        assert_eq!(commission.currency, instrument.quote_currency());
    }

    #[rstest]
    #[case("0.01", dec!(0.00000))]
    #[case("0.02", dec!(0.00001))]
    fn test_taker_fee_rounds_to_five_decimal_places(
        #[case] fill_quantity: &str,
        #[case] expected: Decimal,
    ) {
        let instrument = instrument_with_schedule(Some(fee_schedule(dec!(0.05), dec!(0.15))));
        let order = fill_order(&instrument, LiquiditySide::Taker);

        let commission = PolymarketFeeModel
            .get_commission(
                &order,
                Quantity::from(fill_quantity),
                Price::from("0.01"),
                &instrument,
            )
            .unwrap();

        assert_eq!(commission.as_decimal(), expected);
    }

    #[rstest]
    #[case("0.06", dec!(0.00000))]
    #[case("0.07", dec!(-0.00001))]
    fn test_maker_rebate_rounds_to_five_decimal_places(
        #[case] fill_quantity: &str,
        #[case] expected: Decimal,
    ) {
        let instrument = instrument_with_schedule(Some(fee_schedule(dec!(0.05), dec!(0.15))));
        let order = fill_order(&instrument, LiquiditySide::Maker);

        let commission = PolymarketFeeModel
            .get_commission(
                &order,
                Quantity::from(fill_quantity),
                Price::from("0.01"),
                &instrument,
            )
            .unwrap();

        assert_eq!(commission.as_decimal(), expected);
    }

    #[rstest]
    fn test_missing_fee_schedule_returns_zero() {
        let instrument = instrument_with_schedule(None);
        let order = fill_order(&instrument, LiquiditySide::Maker);

        let commission = PolymarketFeeModel
            .get_commission(
                &order,
                Quantity::from("100"),
                Price::from("0.50"),
                &instrument,
            )
            .unwrap();

        assert_eq!(commission.as_decimal(), Decimal::ZERO);
        assert_eq!(commission.currency, instrument.quote_currency());
    }

    #[rstest]
    fn test_runtime_handle_dispatches_polymarket_model() {
        let instrument = instrument_with_schedule(Some(fee_schedule(dec!(0.07), dec!(0.20))));
        let order = fill_order(&instrument, LiquiditySide::Maker);
        let model = FeeModelHandle::new(PolymarketFeeModel);

        let commission = model
            .get_commission(
                &order,
                Quantity::from("100"),
                Price::from("0.50"),
                &instrument,
            )
            .unwrap();

        assert_eq!(commission.as_decimal(), dec!(-0.35));
    }

    #[rstest]
    fn test_requires_binary_option() {
        let instrument = InstrumentAny::CurrencyPair(audusd_sim());
        let order = fill_order(&instrument, LiquiditySide::Taker);

        let result = PolymarketFeeModel.get_commission(
            &order,
            Quantity::from("100"),
            Price::from("0.50"),
            &instrument,
        );

        assert_eq!(
            result.unwrap_err().to_string(),
            "PolymarketFeeModel requires a binary option instrument"
        );
    }

    #[rstest]
    fn test_requires_liquidity_side() {
        let instrument = instrument_with_schedule(Some(fee_schedule(dec!(0.05), dec!(0.15))));
        let order = OrderTestBuilder::new(OrderType::Limit)
            .instrument_id(instrument.id())
            .side(OrderSide::Buy)
            .price(Price::from("0.50"))
            .quantity(Quantity::from("100"))
            .build();
        let order = TestOrderStubs::make_accepted_order(&order);

        let result = PolymarketFeeModel.get_commission(
            &order,
            Quantity::from("100"),
            Price::from("0.50"),
            &instrument,
        );

        assert_eq!(result.unwrap_err().to_string(), "Liquidity side not set");
    }

    #[rstest]
    #[case(
        dec!(2),
        dec!(0.05),
        dec!(0.15),
        true,
        "PolymarketFeeModel requires fee schedule exponent 1, was 2"
    )]
    #[case(
        dec!(1),
        dec!(-0.01),
        dec!(0.15),
        true,
        "Polymarket fee rate must be greater than or equal to zero"
    )]
    #[case(
        dec!(1),
        dec!(0.05),
        dec!(-0.01),
        true,
        "Polymarket rebate rate must be in [0, 1]"
    )]
    #[case(
        dec!(1),
        dec!(0.05),
        dec!(1.01),
        true,
        "Polymarket rebate rate must be in [0, 1]"
    )]
    #[case(
        dec!(1),
        dec!(0.05),
        dec!(0.15),
        false,
        "PolymarketFeeModel requires a taker-only fee schedule"
    )]
    fn test_requires_supported_schedule(
        #[case] exponent: Decimal,
        #[case] rate: Decimal,
        #[case] rebate_rate: Decimal,
        #[case] taker_only: bool,
        #[case] expected: &str,
    ) {
        let schedule = FeeSchedule {
            exponent,
            rate,
            taker_only,
            rebate_rate,
        };
        let instrument = instrument_with_schedule(Some(schedule));
        let order = fill_order(&instrument, LiquiditySide::Taker);

        let result = PolymarketFeeModel.get_commission(
            &order,
            Quantity::from("100"),
            Price::from("0.50"),
            &instrument,
        );

        assert_eq!(result.unwrap_err().to_string(), expected);
    }

    fn fee_schedule(rate: Decimal, rebate_rate: Decimal) -> FeeSchedule {
        FeeSchedule {
            exponent: Decimal::ONE,
            rate,
            taker_only: true,
            rebate_rate,
        }
    }

    fn instrument_with_schedule(schedule: Option<FeeSchedule>) -> InstrumentAny {
        let mut market: GammaMarket = serde_json::from_str(include_str!(
            "../test_data/gamma_market_sports_market_money_line.json"
        ))
        .unwrap();
        market.fee_schedule = schedule;
        let def = parse_gamma_market(&market).unwrap().remove(0);
        create_instrument_from_def(&def, UnixNanos::default()).unwrap()
    }

    fn fill_order(instrument: &InstrumentAny, liquidity_side: LiquiditySide) -> OrderAny {
        let order = OrderTestBuilder::new(OrderType::Limit)
            .instrument_id(instrument.id())
            .side(OrderSide::Buy)
            .price(Price::from("0.50"))
            .quantity(Quantity::from("100"))
            .build();
        TestOrderStubs::make_filled_order(&order, instrument, liquidity_side)
    }
}