# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. # Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 # # 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. from AlgorithmImports import * ### ### Basic template algorithm that implements a fill model with partial fills ### ### class CustomPartialFillModelAlgorithm(QCAlgorithm): '''Basic template algorithm that implements a fill model with partial fills''' def initialize(self): self.set_start_date(2019, 1, 1) self.set_end_date(2019, 3, 1) equity = self.add_equity("SPY", Resolution.HOUR) self.spy = equity.symbol self.holdings = equity.holdings # Set the fill model equity.set_fill_model(CustomPartialFillModel(self)) def on_data(self, data): open_orders = self.transactions.get_open_orders(self.spy) if len(open_orders) != 0: return if self.time.day > 10 and self.holdings.quantity <= 0: self.market_order(self.spy, 105, True) elif self.time.day > 20 and self.holdings.quantity >= 0: self.market_order(self.spy, -100, True) class CustomPartialFillModel(FillModel): '''Implements a custom fill model that inherit from FillModel. Override the MarketFill method to simulate partially fill orders''' def __init__(self, algorithm): self.algorithm = algorithm self.absolute_remaining_by_order_id = {} def market_fill(self, asset, order): absolute_remaining = self.absolute_remaining_by_order_id.get(order.id, order. AbsoluteQuantity) # Create the object fill = super().market_fill(asset, order) # Set the fill amount fill.fill_quantity = np.sign(order.quantity) * 10 if (min(abs(fill.fill_quantity), absolute_remaining) == absolute_remaining): fill.fill_quantity = np.sign(order.quantity) * absolute_remaining fill.status = OrderStatus.FILLED self.absolute_remaining_by_order_id.pop(order.id, None) else: fill.status = OrderStatus.PARTIALLY_FILLED self.absolute_remaining_by_order_id[order.id] = absolute_remaining - abs(fill.fill_quantity) price = fill.fill_price # self.algorithm.debug(f"{self.algorithm.time} - Partial Fill - Remaining {self.absolute_remaining_by_order_id[order.id]} Price - {price}") return fill