在pyalgotrade中配置事件配置文件以回顾一个以上的条形图(例如bards [-2])

时间:2016-05-31 04:45:33

标签: python trading algorithmic-trading pyalgotrade

我试图在简单的烛台结构上编写各种谓词。例如,连续“绿色蜡烛”的一个组成部分'谓词需要回顾-4

简单地说,我尝试使用' higher_highs'进行测试。谓语。如果前一个蜡烛的关闭低于当前蜡烛关闭,则该函数返回true。以下是我的代码:

from pyalgotrade import eventprofiler
from pyalgotrade.barfeed import csvfeed

class single_event_strat( eventprofiler.Predicate ):
    def __init__(self,feed):
        pass

    def higher_highs(self, instrument, bards):
        #prev_three = bards[-4]
        #prev_two = bards[-3]
        prev = bards[-2]
        curr = bards[-1]
        if prev.getOpen() < curr.getOpen():
            return True
        return False

    def eventOccurred(self, instrument, bards):
        if self.higher_highs(instrument, bards):
            return True
        else: 
            return False


def main(plot):
    feed = csvfeed.GenericBarFeed(0)
    feed.addBarsFromCSV('FCT', "FCT_daily_converted.csv")
    predicate = single_event_strat(feed)
    eventProfiler = eventprofiler.Profiler( predicate, 20, 20)
    eventProfiler.run(feed, True)

    results = eventProfiler.getResults()
    print "%d events found" % (results.getEventCount())
    if plot:
        eventprofiler.plot(results)

if __name__ == "__main__":
    main(True)

但是我得到IndexError

Traceback (most recent call last):
  File "C:\Users\David\Desktop\Python\Coursera\Computational Finance\Week2\PyAlgoTrade\Bitfinex\FCT\FCT_single_event_test.py", line 44, in <module>
    main(True)
  File "C:\Users\David\Desktop\Python\Coursera\Computational Finance\Week2\PyAlgoTrade\Bitfinex\FCT\FCT_single_event_test.py", line 36, in main
    eventProfiler.run(feed, True)
  File "C:\Python27\lib\site-packages\pyalgotrade\eventprofiler.py", line 215, in run
    disp.run()
  File "C:\Python27\lib\site-packages\pyalgotrade\dispatcher.py", line 102, in run
    eof, eventsDispatched = self.__dispatch()
  File "C:\Python27\lib\site-packages\pyalgotrade\dispatcher.py", line 90, in __dispatch
    if self.__dispatchSubject(subject, smallestDateTime):
  File "C:\Python27\lib\site-packages\pyalgotrade\dispatcher.py", line 68, in __dispatchSubject
    ret = subject.dispatch() is True
  File "C:\Python27\lib\site-packages\pyalgotrade\feed\__init__.py", line 105, in dispatch
    self.__event.emit(dateTime, values)
  File "C:\Python27\lib\site-packages\pyalgotrade\observer.py", line 59, in emit
    handler(*args, **kwargs)
  File "C:\Python27\lib\site-packages\pyalgotrade\eventprofiler.py", line 172, in __onBars
    eventOccurred = self.__predicate.eventOccurred(instrument, self.__feed[instrument])
  File "C:\Users\David\Desktop\Python\Coursera\Computational Finance\Week2\PyAlgoTrade\Bitfinex\FCT\FCT_single_event_test.py", line 20, in eventOccurred
    if self.higher_highs(instrument, bards):
  File "C:\Users\David\Desktop\Python\Coursera\Computational Finance\Week2\PyAlgoTrade\Bitfinex\FCT\FCT_single_event_test.py", line 11, in higher_highs
    prev = bards[-2]
  File "C:\Python27\lib\site-packages\pyalgotrade\dataseries\__init__.py", line 90, in __getitem__
    return self.__values[key]
  File "C:\Python27\lib\site-packages\pyalgotrade\utils\collections.py", line 141, in __getitem__
    return self.__values[key]
IndexError: list index out of range

我还在试图弄清楚EP是如何运作的。这很有意思,因为在buyongap example中有一段回顾期bards[-2]

def __gappedDown(self, instrument, bards):
    ret = False
    if self.__stdDev[instrument][-1] is not None:
        prevBar = bards[-2]
        currBar = bards[-1]
        low2OpenRet = (currBar.getOpen(True) - prevBar.getLow(True)) / float(prevBar.getLow(True))
        if low2OpenRet < (self.__returns[instrument][-1] - self.__stdDev[instrument][-1]):
            ret = True
    return ret

然而,它位于if self.__stdDev[instrument][-1] is not None:语句中,我的谓词不需要TA指标,那么我怎样才能访问以前的吟游诗人?

1 个答案:

答案 0 :(得分:0)

问题是,在第一次调用eventOccurred时,bards只有一个项目,所以试图做bards [-2]会失败。首先检查吟游诗人的长度。