# # Copyright 2016 Quantopian, Inc. # # 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. import abc from abc import abstractmethod from six import with_metaclass DEFAULT_PER_SHARE_COST = 0.0075 # 0.75 cents per share DEFAULT_MINIMUM_COST_PER_TRADE = 1.0 # $1 per trade class CommissionModel(with_metaclass(abc.ABCMeta)): """ Abstract commission model interface. Commission models are responsible for accepting order/transaction pairs and calculating how much commission should be charged to an algorithm's account on each transaction. """ @abstractmethod def calculate(self, order, transaction): """ Calculate the amount of commission to charge on ``order`` as a result of ``transaction``. Parameters ---------- order : zipline.finance.order.Order The order being processed. The ``commission`` field of ``order`` is a float indicating the amount of commission already charged on this order. transaction : zipline.finance.transaction.Transaction The transaction being processed. A single order may generate multiple transactions if there isn't enough volume in a given bar to fill the full amount requested in the order. Returns ------- amount_charged : float The additional commission, in dollars, that we should attribute to this order. """ raise NotImplementedError('calculate') class PerShare(CommissionModel): """ Calculates a commission for a transaction based on a per share cost with an optional minimum cost per trade. Parameters ---------- cost : float, optional The amount of commissions paid per share traded. min_trade_cost : optional The minimum amount of commissions paid per trade. """ def __init__(self, cost=DEFAULT_PER_SHARE_COST, min_trade_cost=DEFAULT_MINIMUM_COST_PER_TRADE): self.cost_per_share = float(cost) self.min_trade_cost = min_trade_cost def __repr__(self): return "{class_name}(cost_per_share={cost_per_share}, " \ "min_trade_cost={min_trade_cost})" \ .format(class_name=self.__class__.__name__, cost_per_share=self.cost_per_share, min_trade_cost=self.min_trade_cost) def calculate(self, order, transaction): """ If there is a minimum commission: If the order hasn't had a commission paid yet, pay the minimum commission. If the order has paid a commission, start paying additional commission once the minimum commission has been reached. If there is no minimum commission: Pay commission based on number of shares in the transaction. """ additional_commission = abs(transaction.amount * self.cost_per_share) if self.min_trade_cost is None: # no min trade cost, so just return the cost for this transaction return additional_commission if order.commission == 0: # no commission paid yet, pay at least the minimum return max(self.min_trade_cost, additional_commission) else: # we've already paid some commission, so figure out how much we # would be paying if we only counted per share. per_share_total = \ (order.filled * self.cost_per_share) + additional_commission if per_share_total < self.min_trade_cost: # if we haven't hit the minimum threshold yet, don't pay # additional commission return 0 else: # we've exceeded the threshold, so pay more commission. return per_share_total - order.commission class PerTrade(CommissionModel): """ Calculates a commission for a transaction based on a per trade cost. Parameters ---------- cost : float, optional The flat amount of commissions paid per trade. """ def __init__(self, cost=DEFAULT_MINIMUM_COST_PER_TRADE): """ Cost parameter is the cost of a trade, regardless of share count. $5.00 per trade is fairly typical of discount brokers. """ # Cost needs to be floating point so that calculation using division # logic does not floor to an integer. self.cost = float(cost) def calculate(self, order, transaction): """ If the order hasn't had a commission paid yet, pay the fixed commission. """ if order.commission == 0: # if the order hasn't had a commission attributed to it yet, # that's what we need to pay. return self.cost else: # order has already had commission attributed, so no more # commission. return 0.0 class PerDollar(CommissionModel): """ Calculates a commission for a transaction based on a per trade cost. Parameters ---------- cost : float The flat amount of commissions paid per trade. """ def __init__(self, cost=0.0015): """ Cost parameter is the cost of a trade per-dollar. 0.0015 on $1 million means $1,500 commission (=1M * 0.0015) """ self.cost_per_dollar = float(cost) def __repr__(self): return "{class_name}(cost_per_dollar={cost})".format( class_name=self.__class__.__name__, cost=self.cost_per_dollar) def calculate(self, order, transaction): """ Pay commission based on dollar value of shares. """ cost_per_share = transaction.price * self.cost_per_dollar return abs(transaction.amount) * cost_per_share