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# Copyright 2015 Quantopian, Inc. |
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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 |
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# |
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# 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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import datetime |
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import logbook |
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import os |
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import pickle |
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import pytz |
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import sys |
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sys.path.insert(0, '.') # noqa |
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from zipline.finance.blotter import Blotter, Order |
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from zipline.finance.commission import PerShare, PerTrade, PerDollar |
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from zipline.finance.performance.period import PerformancePeriod |
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from zipline.finance.performance.position import Position |
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from zipline.finance.performance.position_tracker import PositionTracker |
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from zipline.finance.performance.tracker import PerformanceTracker |
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from zipline.finance.risk.cumulative import RiskMetricsCumulative |
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from zipline.finance.risk.period import RiskMetricsPeriod |
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from zipline.finance.risk.report import RiskReport |
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from zipline.finance.slippage import ( |
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FixedSlippage, |
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Transaction, |
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VolumeShareSlippage |
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) |
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from zipline.protocol import Account |
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from zipline.protocol import Portfolio |
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from zipline.protocol import Position as ProtocolPosition |
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from zipline.finance.trading import SimulationParameters |
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from zipline.utils import factory |
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from zipline.utils.serialization_utils import VERSION_LABEL |
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base_state_dir = 'tests/resources/saved_state_archive' |
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if not os.path.exists(base_state_dir): |
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os.makedirs(base_state_dir) |
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sim_params_daily = SimulationParameters( |
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datetime.datetime(2013, 6, 19, tzinfo=pytz.UTC), |
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datetime.datetime(2013, 6, 19, tzinfo=pytz.UTC), |
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10000, |
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emission_rate='daily') |
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sim_params_minute = SimulationParameters( |
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datetime.datetime(2013, 6, 19, tzinfo=pytz.UTC), |
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datetime.datetime(2013, 6, 19, tzinfo=pytz.UTC), |
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10000, |
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emission_rate='minute') |
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returns = factory.create_returns_from_list( |
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[1.0], sim_params_daily) |
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argument_list = [ |
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(Blotter, ()), |
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(Order, (datetime.datetime(2013, 6, 19), 8554, 100)), |
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(PerShare, ()), |
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(PerTrade, ()), |
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(PerDollar, ()), |
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(PerformancePeriod, (10000,)), |
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(Position, (8554,)), |
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(PositionTracker, ()), |
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(PerformanceTracker, (sim_params_minute,)), |
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(RiskMetricsCumulative, (sim_params_minute,)), |
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(RiskMetricsPeriod, (returns.index[0], returns.index[0], returns)), |
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(RiskReport, (returns, sim_params_minute)), |
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(FixedSlippage, ()), |
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(Transaction, (8554, 10, datetime.datetime(2013, 6, 19), 100, "0000")), |
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(VolumeShareSlippage, ()), |
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(Account, ()), |
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(Portfolio, ()), |
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(ProtocolPosition, (8554,)) |
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] |
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def write_state_to_disk(cls, state, emission_rate=None): |
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state_dir = cls.__module__ + '.' + cls.__name__ |
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full_dir = base_state_dir + '/' + state_dir |
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if not os.path.exists(full_dir): |
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os.makedirs(full_dir) |
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if emission_rate is not None: |
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name = 'State_Version_' + emission_rate + \ |
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str(state['obj_state'][VERSION_LABEL]) |
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else: |
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name = 'State_Version_' + str(state['obj_state'][VERSION_LABEL]) |
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full_path = full_dir + '/' + name |
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f = open(full_path, 'w') |
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pickle.dump(state, f) |
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f.close() |
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def generate_object_state(cls, initargs): |
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obj = cls(*initargs) |
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state = obj.__getstate__() |
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if hasattr(obj, '__getinitargs__'): |
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initargs = obj.__getinitargs__() |
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else: |
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initargs = None |
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if hasattr(obj, '__getnewargs__'): |
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newargs = obj.__getnewargs__() |
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else: |
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newargs = None |
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on_disk_state = { |
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'obj_state': state, |
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'initargs': initargs, |
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'newargs': newargs |
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} |
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write_state_to_disk(cls, on_disk_state) |
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if __name__ == "__main__": |
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logbook.StderrHandler().push_application() |
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for args in argument_list: |
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generate_object_state(*args) |
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