自定义手续费/佣金/点差Commissions- backtrader中文教程
佣金计划的实施不久前进行了重新设计。最重要的:部分修改涉及:
- 保留原来的 CommissionInfo 类和行为
- 为轻松创建用户定义的佣金打开大门
- 使格式 xx% 成为新佣金方案的默认值,而不是 0.xx(只是个人喜好问题),保持行为可配置
扩展委员会中概述了基础知识。
实际上,我们可以把实际交易过程的手续费、佣金、点差等交易成本,都通过一定的算法,设计到自定义的CommissionInfo类中。
Tips:请参阅下面的文档字符串以CommInfoBase
获取参数参考
定义佣金计划
它涉及 1 或 2 个步骤
1、子类化CommInfoBase
只需更改默认参数就足够了。backtrader
已经使用模块中存在的一些定义来做到这一点 backtrader.commissions
。期货的常规行业标准是每份合约和每轮固定金额。定义可以如下:
class CommInfo_Futures_Fixed(CommInfoBase): params = ( ('stocklike', False), ('commtype', CommInfoBase.COMM_FIXED), )
对于股票和 perc-wise 佣金:
class CommInfo_Stocks_Perc(CommInfoBase): params = ( ('stocklike', True), ('commtype', CommInfoBase.COMM_PERC), )
如上所述,此处解释百分比的默认值(作为参数传递commission
)是:xx%。如果希望旧的/其他行为0.xx,可以轻松完成:
class CommInfo_Stocks_PercAbs(CommInfoBase): params = ( ('stocklike', True), ('commtype', CommInfoBase.COMM_PERC), ('percabs', True), )
2、覆盖(如果需要)_getcommission
方法
定义为:
def _getcommission(self, size, price, pseudoexec): '''Calculates the commission of an operation at a given price pseudoexec: if True the operation has not yet been executed '''
下面的实际示例中的更多详细信息
如何将此应用到平台
一旦有了CommInfoBase
子类,诀窍就是使用 broker.addcommissioninfo
而不是通常的broker.setcommission
. 后者将在内部使用 legacy CommissionInfoObject
。
做起来比说的容易:
... comminfo = CommInfo_Stocks_PercAbs(commission=0.005) # 0.5% cerebro.broker.addcommissioninfo(comminfo)
该addcommissioninfo
方法定义如下:
def addcommissioninfo(self, comminfo, name=None): self.comminfo[name] = comminfo
设置name
意味着该comminfo
对象将仅适用于具有该名称的资产。默认值None
表示它适用于系统中的所有资产。
一个实际的例子
Ticket #45询问适用于期货的佣金计划,以百分比计算,并使用合约的整个“虚拟”价值的佣金百分比。即:在佣金计算中包括未来乘数。
这应该很容易:
import backtrader as bt class CommInfo_Fut_Perc_Mult(bt.CommInfoBase): params = ( ('stocklike', False), # Futures ('commtype', bt.CommInfoBase.COMM_PERC), # Apply % Commission # ('percabs', False), # pass perc as xx% which is the default ) def _getcommission(self, size, price, pseudoexec): return size * price * self.p.commission * self.p.mult
将其放入系统:
comminfo = CommInfo_Fut_Perc_Mult( commission=0.1, # 0.1% mult=10, margin=2000 # Margin is needed for futures-like instruments ) cerebro.broker.addcommission(comminfo)
如果首选格式0.xx作为默认值,只需将 param 设置percabs
为True
:
class CommInfo_Fut_Perc_Mult(bt.CommInfoBase): params = ( ('stocklike', False), # Futures ('commtype', bt.CommInfoBase.COMM_PERC), # Apply % Commission ('percabs', True), # pass perc as 0.xx ) comminfo = CommInfo_Fut_Perc_Mult( commission=0.001, # 0.1% mult=10, margin=2000 # Margin is needed for futures-like instruments ) cerebro.broker.addcommissioninfo(comminfo)
这一切都应该解决问题。
解释pseudoexec
让我们回顾一下 的定义_getcommission
:
def _getcommission(self, size, price, pseudoexec): '''Calculates the commission of an operation at a given price pseudoexec: if True the operation has not yet been executed '''
pseudoexec arg 的目的可能看起来晦涩难懂,但它是有目的的。
- 平台可能会调用该方法来进行可用现金的预计算和一些其他任务
- 这意味着该方法可能(并且实际上会)使用相同的参数多次调用
pseudoexec
指示调用是否对应于订单的实际执行。尽管乍一看这似乎并不“相关”,但如果考虑以下情况:
- 一旦谈判合约数量超过5000个单位,经纪人提供期货往返佣金50%的折扣
在这种情况下,如果
pseudoexec
不存在,对该方法的多次非执行调用将迅速触发折扣已到位的假设。
让场景发挥作用:
import backtrader as bt class CommInfo_Fut_Discount(bt.CommInfoBase): params = ( ('stocklike', False), # Futures ('commtype', bt.CommInfoBase.COMM_FIXED), # Apply Commission # Custom params for the discount ('discount_volume', 5000), # minimum contracts to achieve discount ('discount_perc', 50.0), # 50.0% discount ) negotiated_volume = 0 # attribute to keep track of the actual volume def _getcommission(self, size, price, pseudoexec): if self.negotiated_volume > self.p.discount_volume: actual_discount = self.p.discount_perc / 100.0 else: actual_discount = 0.0 commission = self.p.commission * (1.0 - actual_discount) commvalue = size * price * commission if not pseudoexec: # keep track of actual real executed size for future discounts self.negotiated_volume += size return commvalue
目的和存在pseudoexec
希望现在很清楚。
CommInfoBase 文档字符串和参数
这里是:
class CommInfoBase(with_metaclass(MetaParams)): '''Base Class for the Commission Schemes. Params: - commission (def: 0.0): base commission value in percentage or monetary units - mult (def 1.0): multiplier applied to the asset for value/profit - margin (def: None): amount of monetary units needed to open/hold an operation. It only applies if the final ``_stocklike`` attribute in the class is set to False - commtype (def: None): Supported values are CommInfoBase.COMM_PERC (commission to be understood as %) and CommInfoBase.COMM_FIXED (commission to be understood as monetary units) The default value of ``None`` is a supported value to retain compatibility with the legacy ``CommissionInfo`` object. If ``commtype`` is set to None, then the following applies: - margin is None: Internal _commtype is set to COMM_PERC and _stocklike is set to True (Operating %-wise with Stocks) - margin is not None: _commtype set to COMM_FIXED and _stocklike set to False (Operating with fixed rount-trip commission with Futures) If this param is set to something else than None, then it will be passed to the internal ``_commtype`` attribute and the same will be done with the param ``stocklike`` and the internal attribute ``_stocklike`` - stocklike (def: False): Indicates if the instrument is Stock-like or Futures-like (see the ``commtype`` discussion above) - percabs (def: False): when ``commtype`` is set to COMM_PERC, whether the parameter ``commission`` has to be understood as XX% or 0.XX If this param is True: 0.XX If this param is False: XX% Attributes: - _stocklike: Final value to use for Stock-like/Futures-like behavior - _commtype: Final value to use for PERC vs FIXED commissions This two are used internally instead of the declared params to enable the compatibility check described above for the legacy ``CommissionInfo`` object ''' COMM_PERC, COMM_FIXED = range(2) params = ( ('commission', 0.0), ('mult', 1.0), ('margin', None), ('commtype', None), ('stocklike', False), ('percabs', False), )
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