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- Adding python regression algorithm for `AddOptionContractFromUniverseRegressionAlgorithm` and `AddOptionContractExpiresRegressionAlgorithm` - Rename QCAlgorithm new api method to `AddChainedOptionUniverse`
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67
Algorithm.Python/AddOptionContractExpiresRegressionAlgorithm.py
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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. | ||
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from clr import AddReference | ||
AddReference("System") | ||
AddReference("QuantConnect.Algorithm") | ||
AddReference("QuantConnect.Common") | ||
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from System import * | ||
from QuantConnect import * | ||
from QuantConnect.Algorithm import * | ||
from datetime import * | ||
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### <summary> | ||
### We add an option contract using 'QCAlgorithm.AddOptionContract' and place a trade, the underlying | ||
### gets deselected from the universe selection but should still be present since we manually added the option contract. | ||
### Later we call 'QCAlgorithm.RemoveOptionContract' and expect both option and underlying to be removed. | ||
### </summary> | ||
class AddOptionContractExpiresRegressionAlgorithm(QCAlgorithm): | ||
def Initialize(self): | ||
'''Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.''' | ||
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self.SetStartDate(2014, 6, 5) | ||
self.SetEndDate(2014, 6, 30) | ||
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self._expiration = datetime(2014, 6, 21) | ||
self._option = None | ||
self._traded = False | ||
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self._twx = Symbol.Create("TWX", SecurityType.Equity, Market.USA) | ||
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self.AddUniverse("my-daily-universe-name", self.Selector) | ||
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def Selector(self, time): | ||
return [ "AAPL" ] | ||
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def OnData(self, data): | ||
'''OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here. | ||
Arguments: | ||
data: Slice object keyed by symbol containing the stock data | ||
''' | ||
if self._option == None: | ||
options = self.OptionChainProvider.GetOptionContractList(addedSecurity.Symbol, self.Time) | ||
options = sorted(options, key=lambda x: x.ID.Symbol) | ||
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option = next((option for option in options if option.ID.Date == self._expiration and option.ID.OptionRight == OptionRight.Call and option.ID.OptionStyle == OptionStyle.American), None) | ||
if option != None: | ||
self._option = self.AddOptionContract(option).Symbol; | ||
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if self._option != None and self.Securities[self._option].Price != 0 and not self._traded: | ||
self._traded = True; | ||
self.Buy(self._option, 1); | ||
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if self.Time > self._expiration and self.Securities[self._twx].Invested: | ||
# we liquidate the option exercised position | ||
self.Liquidate(self._twx); |
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Algorithm.Python/AddOptionContractFromUniverseRegressionAlgorithm.py
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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. | ||
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from clr import AddReference | ||
AddReference("System") | ||
AddReference("QuantConnect.Algorithm") | ||
AddReference("QuantConnect.Common") | ||
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from System import * | ||
from QuantConnect import * | ||
from QuantConnect.Algorithm import * | ||
from datetime import * | ||
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### <summary> | ||
### We add an option contract using 'QCAlgorithm.AddOptionContract' and place a trade, the underlying | ||
### gets deselected from the universe selection but should still be present since we manually added the option contract. | ||
### Later we call 'QCAlgorithm.RemoveOptionContract' and expect both option and underlying to be removed. | ||
### </summary> | ||
class AddOptionContractFromUniverseRegressionAlgorithm(QCAlgorithm): | ||
def Initialize(self): | ||
'''Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.''' | ||
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self.SetStartDate(2014, 6, 5) | ||
self.SetEndDate(2014, 6, 9) | ||
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self._expiration = datetime(2014, 6, 21) | ||
self._securityChanges = None | ||
self._option = None | ||
self._traded = False | ||
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self._twx = Symbol.Create("TWX", SecurityType.Equity, Market.USA) | ||
self._aapl = Symbol.Create("AAPL", SecurityType.Equity, Market.USA) | ||
self.UniverseSettings.Resolution = Resolution.Minute | ||
self.UniverseSettings.DataNormalizationMode = DataNormalizationMode.Raw | ||
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self.AddUniverse(self.Selector, self.Selector) | ||
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def Selector(self, fundamental): | ||
if self.Time <= datetime(2014, 6, 5): | ||
return [ self._twx ] | ||
return [ self._aapl ] | ||
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def OnData(self, data): | ||
'''OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here. | ||
Arguments: | ||
data: Slice object keyed by symbol containing the stock data | ||
''' | ||
if self._option != None and self.Securities[self._option].Price != 0 and not self._traded: | ||
self._traded = True; | ||
self.Buy(self._option, 1); | ||
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if self.Time == datetime(2014, 6, 6, 14, 0, 0): | ||
# liquidate & remove the option | ||
self.RemoveOptionContract(self._option) | ||
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def OnSecuritiesChanged(self, changes): | ||
# keep track of all removed and added securities | ||
if self._securityChanges == None: | ||
self._securityChanges = changes | ||
else: | ||
self._securityChanges.op_Addition(self._securityChanges, changes) | ||
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if any(security.Symbol.SecurityType == SecurityType.Option for security in changes.AddedSecurities): | ||
return | ||
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for addedSecurity in changes.AddedSecurities: | ||
options = self.OptionChainProvider.GetOptionContractList(addedSecurity.Symbol, self.Time) | ||
options = sorted(options, key=lambda x: x.ID.Symbol) | ||
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option = next((option for option in options if option.ID.Date == self._expiration and option.ID.OptionRight == OptionRight.Call and option.ID.OptionStyle == OptionStyle.American), None) | ||
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self.AddOptionContract(option) | ||
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# just keep the first we got | ||
if self._option == None: | ||
self._option = option |
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