# 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 *### <summary>### Basic template algorithm that implements a fill model with partial fills### <meta name="tag" content="trading and orders" />### </summary>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.symbolself.holdings = equity.holdings# Set the fill modelequity.set_fill_model(CustomPartialFillModel(self))def on_data(self, data):open_orders = self.transactions.get_open_orders(self.spy)if len(open_orders) != 0: returnif 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 = algorithmself.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 objectfill = super().market_fill(asset, order)# Set the fill amountfill.fill_quantity = np.sign(order.quantity) * 10if (min(abs(fill.fill_quantity), absolute_remaining) == absolute_remaining):fill.fill_quantity = np.sign(order.quantity) * absolute_remainingfill.status = OrderStatus.FILLEDself.absolute_remaining_by_order_id.pop(order.id, None)else:fill.status = OrderStatus.PARTIALLY_FILLEDself.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
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