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# Copyright 2013 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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from copy import copy |
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import pandas as pd |
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from . utils.protocol_utils import Enum |
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from zipline.utils.serialization_utils import ( |
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VERSION_LABEL |
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) |
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# Datasource type should completely determine the other fields of a |
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# message with its type. |
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DATASOURCE_TYPE = Enum( |
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'AS_TRADED_EQUITY', |
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'MERGER', |
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'SPLIT', |
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'DIVIDEND', |
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'TRADE', |
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'TRANSACTION', |
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'ORDER', |
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'EMPTY', |
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'DONE', |
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'CUSTOM', |
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'BENCHMARK', |
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'COMMISSION', |
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'CLOSE_POSITION' |
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) |
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# Expected fields/index values for a dividend Series. |
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DIVIDEND_FIELDS = [ |
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'declared_date', |
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'ex_date', |
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'gross_amount', |
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'net_amount', |
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'pay_date', |
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'payment_sid', |
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'ratio', |
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'sid', |
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] |
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# Expected fields/index values for a dividend payment Series. |
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DIVIDEND_PAYMENT_FIELDS = [ |
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'id', |
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'payment_sid', |
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'cash_amount', |
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'share_count', |
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] |
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class Event(object): |
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def __init__(self, initial_values=None): |
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if initial_values: |
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self.__dict__ = initial_values |
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def __getitem__(self, name): |
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return getattr(self, name) |
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def __setitem__(self, name, value): |
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setattr(self, name, value) |
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def __delitem__(self, name): |
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delattr(self, name) |
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def keys(self): |
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return self.__dict__.keys() |
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def __eq__(self, other): |
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return hasattr(other, '__dict__') and self.__dict__ == other.__dict__ |
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def __contains__(self, name): |
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return name in self.__dict__ |
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def __repr__(self): |
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return "Event({0})".format(self.__dict__) |
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def to_series(self, index=None): |
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return pd.Series(self.__dict__, index=index) |
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class Order(Event): |
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pass |
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class Portfolio(object): |
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def __init__(self): |
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self.capital_used = 0.0 |
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self.starting_cash = 0.0 |
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self.portfolio_value = 0.0 |
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self.pnl = 0.0 |
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self.returns = 0.0 |
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self.cash = 0.0 |
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self.positions = Positions() |
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self.start_date = None |
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self.positions_value = 0.0 |
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def __getitem__(self, key): |
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return self.__dict__[key] |
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def __repr__(self): |
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return "Portfolio({0})".format(self.__dict__) |
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def __getstate__(self): |
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state_dict = copy(self.__dict__) |
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# Have to convert to primitive dict |
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state_dict['positions'] = dict(self.positions) |
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STATE_VERSION = 1 |
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state_dict[VERSION_LABEL] = STATE_VERSION |
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return state_dict |
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def __setstate__(self, state): |
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OLDEST_SUPPORTED_STATE = 1 |
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version = state.pop(VERSION_LABEL) |
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if version < OLDEST_SUPPORTED_STATE: |
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raise BaseException("Portfolio saved state is too old.") |
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self.positions = Positions() |
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self.positions.update(state.pop('positions')) |
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self.__dict__.update(state) |
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class Account(object): |
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''' |
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The account object tracks information about the trading account. The |
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values are updated as the algorithm runs and its keys remain unchanged. |
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If connected to a broker, one can update these values with the trading |
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account values as reported by the broker. |
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''' |
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def __init__(self): |
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self.settled_cash = 0.0 |
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self.accrued_interest = 0.0 |
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self.buying_power = float('inf') |
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self.equity_with_loan = 0.0 |
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self.total_positions_value = 0.0 |
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self.regt_equity = 0.0 |
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self.regt_margin = float('inf') |
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self.initial_margin_requirement = 0.0 |
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self.maintenance_margin_requirement = 0.0 |
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self.available_funds = 0.0 |
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self.excess_liquidity = 0.0 |
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self.cushion = 0.0 |
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self.day_trades_remaining = float('inf') |
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self.leverage = 0.0 |
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self.net_leverage = 0.0 |
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self.net_liquidation = 0.0 |
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def __getitem__(self, key): |
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return self.__dict__[key] |
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def __repr__(self): |
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return "Account({0})".format(self.__dict__) |
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def __getstate__(self): |
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state_dict = copy(self.__dict__) |
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STATE_VERSION = 1 |
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state_dict[VERSION_LABEL] = STATE_VERSION |
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return state_dict |
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def __setstate__(self, state): |
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OLDEST_SUPPORTED_STATE = 1 |
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version = state.pop(VERSION_LABEL) |
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if version < OLDEST_SUPPORTED_STATE: |
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raise BaseException("Account saved state is too old.") |
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self.__dict__.update(state) |
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class Position(object): |
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def __init__(self, sid): |
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self.sid = sid |
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self.amount = 0 |
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self.cost_basis = 0.0 # per share |
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self.last_sale_price = 0.0 |
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def __getitem__(self, key): |
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return self.__dict__[key] |
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def __repr__(self): |
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return "Position({0})".format(self.__dict__) |
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def __getstate__(self): |
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state_dict = copy(self.__dict__) |
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STATE_VERSION = 1 |
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state_dict[VERSION_LABEL] = STATE_VERSION |
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return state_dict |
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def __setstate__(self, state): |
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OLDEST_SUPPORTED_STATE = 1 |
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version = state.pop(VERSION_LABEL) |
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if version < OLDEST_SUPPORTED_STATE: |
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raise BaseException("Protocol Position saved state is too old.") |
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self.__dict__.update(state) |
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class Positions(dict): |
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def __missing__(self, key): |
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pos = Position(key) |
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self[key] = pos |
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return pos |
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class BarData(object): |
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""" |
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Holds the event data for all sids for a given dt. |
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This is what is passed as `data` to the `handle_data` function. |
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""" |
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def __init__(self, data_portal=None): |
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self.data_portal = data_portal or {} |
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def __getitem__(self, name): |
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return self.data_portal.get_equity_price_view(name) |
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def __iter__(self): |
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raise TypeError('%r object is not iterable' |
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% self.__class__.__name__) |
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@property |
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def fetcher_assets(self): |
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return self.data_portal.get_fetcher_assets() |
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