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# 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.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
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