| 1 |  |  | # | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | # Copyright 2013 Quantopian, Inc. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | # | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | # Licensed under the Apache License, Version 2.0 (the "License"); | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  | # you may not use this file except in compliance with the License. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  | # You may obtain a copy of the License at | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | # | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | #     http://www.apache.org/licenses/LICENSE-2.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  | # | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  | # Unless required by applicable law or agreed to in writing, software | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  | # distributed under the License is distributed on an "AS IS" BASIS, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  | # See the License for the specific language governing permissions and | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  | # limitations under the License. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  | from copy import copy | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  | import pandas as pd | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  | from .utils.enum import enum | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  | from zipline._protocol import BarData as _BarData | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  | BarData = _BarData | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  | from zipline.utils.serialization_utils import ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |     VERSION_LABEL | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  | ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  | # Datasource type should completely determine the other fields of a | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  | # message with its type. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  | DATASOURCE_TYPE = enum( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |     'AS_TRADED_EQUITY', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |     'MERGER', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |     'SPLIT', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |     'DIVIDEND', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |     'TRADE', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |     'TRANSACTION', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |     'ORDER', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |     'EMPTY', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |     'DONE', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |     'CUSTOM', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |     'BENCHMARK', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |     'COMMISSION', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |     'CLOSE_POSITION' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  | ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  | # Expected fields/index values for a dividend Series. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  | DIVIDEND_FIELDS = [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |     'declared_date', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |     'ex_date', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |     'gross_amount', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |     'net_amount', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |     'pay_date', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |     'payment_sid', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |     'ratio', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |     'sid', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  | ] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  | # Expected fields/index values for a dividend payment Series. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  | DIVIDEND_PAYMENT_FIELDS = [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |     'id', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |     'payment_sid', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |     'cash_amount', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |     'share_count', | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  | ] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  | class Event(object): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |     def __init__(self, initial_values=None): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |         if initial_values: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |             self.__dict__ = initial_values | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |     def __getitem__(self, name): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |         return getattr(self, name) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |     def __setitem__(self, name, value): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |         setattr(self, name, value) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |     def __delitem__(self, name): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |         delattr(self, name) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |     def keys(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |         return self.__dict__.keys() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |     def __eq__(self, other): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |         return hasattr(other, '__dict__') and self.__dict__ == other.__dict__ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |     def __contains__(self, name): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |         return name in self.__dict__ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |     def __repr__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |         return "Event({0})".format(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |     def to_series(self, index=None): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |         return pd.Series(self.__dict__, index=index) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  | class Order(Event): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |     pass | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  | class Portfolio(object): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |     def __init__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |         self.capital_used = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |         self.starting_cash = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |         self.portfolio_value = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  |         self.pnl = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |         self.returns = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |         self.cash = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |         self.positions = Positions() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |         self.start_date = None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |         self.positions_value = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |     def __getitem__(self, key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |         return self.__dict__[key] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |     def __repr__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |         return "Portfolio({0})".format(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |     def __getstate__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |         state_dict = copy(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |         # Have to convert to primitive dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |         state_dict['positions'] = dict(self.positions) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |         STATE_VERSION = 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 127 |  |  |         state_dict[VERSION_LABEL] = STATE_VERSION | 
            
                                                                                                            
                            
            
                                    
            
            
                | 128 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 129 |  |  |         return state_dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 130 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 131 |  |  |     def __setstate__(self, state): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 132 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 133 |  |  |         OLDEST_SUPPORTED_STATE = 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 134 |  |  |         version = state.pop(VERSION_LABEL) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 135 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 136 |  |  |         if version < OLDEST_SUPPORTED_STATE: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 137 |  |  |             raise BaseException("Portfolio saved state is too old.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 138 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 139 |  |  |         self.positions = Positions() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 140 |  |  |         self.positions.update(state.pop('positions')) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |         self.__dict__.update(state) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 145 |  |  | class Account(object): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 146 |  |  |     ''' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 147 |  |  |     The account object tracks information about the trading account. The | 
            
                                                                                                            
                            
            
                                    
            
            
                | 148 |  |  |     values are updated as the algorithm runs and its keys remain unchanged. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 149 |  |  |     If connected to a broker, one can update these values with the trading | 
            
                                                                                                            
                            
            
                                    
            
            
                | 150 |  |  |     account values as reported by the broker. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 151 |  |  |     ''' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 152 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 153 |  |  |     def __init__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 154 |  |  |         self.settled_cash = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 155 |  |  |         self.accrued_interest = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 156 |  |  |         self.buying_power = float('inf') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 157 |  |  |         self.equity_with_loan = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 158 |  |  |         self.total_positions_value = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 159 |  |  |         self.regt_equity = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 160 |  |  |         self.regt_margin = float('inf') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 161 |  |  |         self.initial_margin_requirement = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 162 |  |  |         self.maintenance_margin_requirement = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 163 |  |  |         self.available_funds = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 164 |  |  |         self.excess_liquidity = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 165 |  |  |         self.cushion = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 166 |  |  |         self.day_trades_remaining = float('inf') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 167 |  |  |         self.leverage = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 168 |  |  |         self.net_leverage = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 169 |  |  |         self.net_liquidation = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 170 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 171 |  |  |     def __getitem__(self, key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 172 |  |  |         return self.__dict__[key] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 173 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 174 |  |  |     def __repr__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 175 |  |  |         return "Account({0})".format(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 176 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 177 |  |  |     def __getstate__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 178 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 179 |  |  |         state_dict = copy(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 180 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 181 |  |  |         STATE_VERSION = 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 182 |  |  |         state_dict[VERSION_LABEL] = STATE_VERSION | 
            
                                                                                                            
                            
            
                                    
            
            
                | 183 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 184 |  |  |         return state_dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 185 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 186 |  |  |     def __setstate__(self, state): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 187 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 188 |  |  |         OLDEST_SUPPORTED_STATE = 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 189 |  |  |         version = state.pop(VERSION_LABEL) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 190 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 191 |  |  |         if version < OLDEST_SUPPORTED_STATE: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 192 |  |  |             raise BaseException("Account saved state is too old.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 193 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 194 |  |  |         self.__dict__.update(state) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 195 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 196 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 197 |  |  | class Position(object): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 198 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 199 |  |  |     def __init__(self, sid): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 200 |  |  |         self.sid = sid | 
            
                                                                                                            
                            
            
                                    
            
            
                | 201 |  |  |         self.amount = 0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 202 |  |  |         self.cost_basis = 0.0  # per share | 
            
                                                                                                            
                            
            
                                    
            
            
                | 203 |  |  |         self.last_sale_price = 0.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 204 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 205 |  |  |     def __getitem__(self, key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 206 |  |  |         return self.__dict__[key] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 207 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 208 |  |  |     def __repr__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 209 |  |  |         return "Position({0})".format(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 210 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 211 |  |  |     def __getstate__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 212 |  |  |         state_dict = copy(self.__dict__) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 213 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 214 |  |  |         STATE_VERSION = 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 215 |  |  |         state_dict[VERSION_LABEL] = STATE_VERSION | 
            
                                                                                                            
                            
            
                                    
            
            
                | 216 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 217 |  |  |         return state_dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 218 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 219 |  |  |     def __setstate__(self, state): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 220 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 221 |  |  |         OLDEST_SUPPORTED_STATE = 1 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 222 |  |  |         version = state.pop(VERSION_LABEL) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 223 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 224 |  |  |         if version < OLDEST_SUPPORTED_STATE: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 225 |  |  |             raise BaseException("Protocol Position saved state is too old.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 226 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 227 |  |  |         self.__dict__.update(state) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 228 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 229 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 230 |  |  | class Positions(dict): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 231 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 232 |  |  |     def __missing__(self, key): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 233 |  |  |         pos = Position(key) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 234 |  |  |         self[key] = pos | 
            
                                                                                                            
                            
            
                                    
            
            
                | 235 |  |  |         return pos | 
            
                                                                                                            
                            
            
                                    
            
            
                | 236 |  |  |  |