wehub-resource-sync
87 lines
3.7 KiB
Python
87 lines
3.7 KiB
Python
# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
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# Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License
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from AlgorithmImports import *
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### <summary>
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### This regression algorithm tests In The Money (ITM) index option calls across different strike prices.
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### We expect 4* orders from the algorithm, which are:
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###
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### * (1) Initial entry, buy SPX Call Option (SPXF21 expiring ITM)
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### * (2) Initial entry, sell SPX Call Option at different strike (SPXF21 expiring ITM)
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### * [2] Option assignment, settle into cash
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### * [1] Option exercise, settle into cash
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###
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### Additionally, we test delistings for index options and assert that our
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### portfolio holdings reflect the orders the algorithm has submitted.
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###
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### * Assignments are counted as orders
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### </summary>
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class IndexOptionBuySellCallIntradayRegressionAlgorithm(QCAlgorithm):
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def initialize(self):
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self.set_start_date(2021, 1, 4)
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self.set_end_date(2021, 1, 31)
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spx = self.add_index("SPX", Resolution.MINUTE).symbol
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# Select a index option expiring ITM, and adds it to the algorithm.
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spx_options = list(sorted([
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self.add_index_option_contract(i, Resolution.MINUTE).symbol \
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for i in self.option_chain(spx)\
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if (i.id.strike_price == 3700 or i.id.strike_price == 3800) and i.id.option_right == OptionRight.CALL and i.id.date.year == 2021 and i.id.date.month == 1],
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key=lambda x: x.id.strike_price
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))
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expectedContract3700 = Symbol.create_option(
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spx,
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Market.USA,
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OptionStyle.EUROPEAN,
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OptionRight.CALL,
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3700,
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datetime(2021, 1, 15)
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)
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expectedContract3800 = Symbol.create_option(
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spx,
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Market.USA,
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OptionStyle.EUROPEAN,
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OptionRight.CALL,
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3800,
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datetime(2021, 1, 15)
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)
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if len(spx_options) != 2:
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raise AssertionError(f"Expected 2 index options symbols from chain provider, found {spx_options.count}")
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if spx_options[0] != expectedContract3700:
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raise AssertionError(f"Contract {expectedContract3700} was not found in the chain, found instead: {spx_options[0]}")
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if spx_options[1] != expectedContract3800:
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raise AssertionError(f"Contract {expectedContract3800} was not found in the chain, found instead: {spx_options[1]}")
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self.schedule.on(self.date_rules.tomorrow, self.time_rules.after_market_open(spx, 1), lambda: self.after_market_open_trade(spx_options))
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self.schedule.on(self.date_rules.tomorrow, self.time_rules.noon, lambda: self.liquidate())
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def after_market_open_trade(self, spx_options):
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self.market_order(spx_options[0], 1)
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self.market_order(spx_options[1], -1)
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### <summary>
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### Ran at the end of the algorithm to ensure the algorithm has no holdings
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### </summary>
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### <exception cref="Exception">The algorithm has holdings</exception>
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def on_end_of_algorithm(self):
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if self.portfolio.invested:
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raise AssertionError(f"Expected no holdings at end of algorithm, but are invested in: {', '.join(self.portfolio.keys())}")
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