python kline_python kline
#-*- coding: utf-8 -*-
#Qt相关和十字光标
from qtpy.QtGui import *
from qtpy.QtCore import *
from qtpy importQtWidgets, QtGui, QtCorefrom qtpy.QtWidgets importQApplication, QWidgetfrom uiCrosshair importCrosshairimportpyqtgraph as pg#其他
importnumpy as npimportpandas as pdfrom functools importpartialfrom datetime importdatetime, timedeltafrom collections importdeque#字符串转换#---------------------------------------------------------------------------------------
try:
_fromUtf8=QtCore.QString.fromUtf8exceptAttributeError:def_fromUtf8(s):returns#########################################################################键盘鼠标功能########################################################################
classKeyWraper(QtWidgets.QWidget):"""键盘鼠标功能支持的元类"""
#初始化
#----------------------------------------------------------------------
def __init__(self, parent=None):
QtWidgets.QWidget.__init__(self, parent)#重载方法keyPressEvent(self,event),即按键按下事件方法
#----------------------------------------------------------------------
defkeyPressEvent(self, event):if event.key() ==QtCore.Qt.Key_Up:
self.onUp()elif event.key() ==QtCore.Qt.Key_Down:
self.onDown()elif event.key() ==QtCore.Qt.Key_Left:
self.onLeft()elif event.key() ==QtCore.Qt.Key_Right:
self.onRight()elif event.key() ==QtCore.Qt.Key_PageUp:
self.onPre()elif event.key() ==QtCore.Qt.Key_PageDown:
self.onNxt()#重载方法mousePressEvent(self,event),即鼠标点击事件方法
#----------------------------------------------------------------------
defmousePressEvent(self, event):if event.button() ==QtCore.Qt.RightButton:
self.onRClick(event.pos())elif event.button() ==QtCore.Qt.LeftButton:
self.onLClick(event.pos())#重载方法mouseReleaseEvent(self,event),即鼠标点击事件方法
#----------------------------------------------------------------------
defmouseReleaseEvent(self, event):if event.button() ==QtCore.Qt.RightButton:
self.onRRelease(event.pos())elif event.button() ==QtCore.Qt.LeftButton:
self.onLRelease(event.pos())
self.releaseMouse()#重载方法wheelEvent(self,event),即滚轮事件方法
#----------------------------------------------------------------------
defwheelEvent(self, event):if event.delta() >0:
self.onUp()else:
self.onDown()#重载方法dragMoveEvent(self,event),即拖动事件方法
#----------------------------------------------------------------------
defpaintEvent(self, event):
self.onPaint()#PgDown键
#----------------------------------------------------------------------
defonNxt(self):pass
#PgUp键
#----------------------------------------------------------------------
defonPre(self):pass
#向上键和滚轮向上
#----------------------------------------------------------------------
defonUp(self):pass
#向下键和滚轮向下
#----------------------------------------------------------------------
defonDown(self):pass
#向左键
#----------------------------------------------------------------------
defonLeft(self):pass
#向右键
#----------------------------------------------------------------------
defonRight(self):pass
#鼠标左单击
#----------------------------------------------------------------------
defonLClick(self, pos):pass
#鼠标右单击
#----------------------------------------------------------------------
defonRClick(self, pos):pass
#鼠标左释放
#----------------------------------------------------------------------
defonLRelease(self, pos):pass
#鼠标右释放
#----------------------------------------------------------------------
defonRRelease(self, pos):pass
#画图
#----------------------------------------------------------------------
defonPaint(self):pass
#########################################################################选择缩放功能支持########################################################################
classCustomViewBox(pg.ViewBox):#----------------------------------------------------------------------
def __init__(self, parent, *args, **kwds):
pg.ViewBox.__init__(self, *args, **kwds)
self.parent=parent#拖动放大模式
#self.setMouseMode(self.RectMode)
## 右键自适应
#----------------------------------------------------------------------
defmouseClickEvent(self, ev):if ev.button() ==QtCore.Qt.RightButton:
self.autoRange()#重载方法mousePressEvent(self,event),即鼠标点击事件方法
#----------------------------------------------------------------------
defmousePressEvent(self, event):
pg.ViewBox.mousePressEvent(self, event)#重载方法mouseDragEvent(self,event),即拖动事件方法
def mouseDragEvent(self, ev, axis=None):#if ev.start==True and ev.finish==False: ##判断拖拽事件是否结束
pos =ev.pos()
lastPos=ev.lastPos()
dif= pos -lastPos
rect=self.sceneBoundingRect()
pianyi= dif.x() * self.parent.countK * 2 /rect.width()
self.parent.index-=int(pianyi)
self.parent.index= max(self.parent.index, 60)
xMax= self.parent.index + self.parent.countK ##
xMin = self.parent.index -self.parent.countKif xMin <0:
xMin=0#self.parent.plotAll(False, xMin, xMax) #注释原因:拖动事件不需要先绘制图形界面
pg.ViewBox.mouseDragEvent(self, ev, axis)### 重载方法resizeEvent(self, ev)
defresizeEvent(self, ev):
self.linkedXChanged()
self.linkedYChanged()
self.updateAutoRange()
self.updateViewRange()
self._matrixNeedsUpdate=True
self.sigStateChanged.emit(self)
self.background.setRect(self.rect())
self.sigResized.emit(self)
self.parent.refreshHeight()#########################################################################时间序列,横坐标支持########################################################################
classMyStringAxis(pg.AxisItem):"""时间序列横坐标支持"""
#初始化
#----------------------------------------------------------------------
def __init__(self, xdict, *args, **kwargs):
pg.AxisItem.__init__(self, *args, **kwargs)
self.minVal=0
self.maxVal=0
self.xdict=xdict
self.x_values=np.asarray(xdict.keys())
self.x_strings=xdict.values()
self.setPen(color=(255, 255, 255, 255), width=0.8)
self.setStyle(tickFont=QFont("Roman times", 10, QFont.Bold), autoExpandTextSpace=True)#更新坐标映射表
#----------------------------------------------------------------------
defupdate_xdict(self, xdict):
self.xdict.update(xdict)
self.x_values=np.asarray(self.xdict.keys())
self.x_strings=self.xdict.values()#将原始横坐标转换为时间字符串,第一个坐标包含日期
#----------------------------------------------------------------------
deftickStrings(self, values, scale, spacing):
strings=[]for v invalues:
vs= v *scaleif vs inself.x_values:
vstr= self.x_strings[np.abs(self.x_values -vs).argmin()]if(isinstance(vstr, (str))):
vstr=vstrelse:
vstr= vstr.strftime('%Y-%m-%d %H:%M:%S')else:
vstr= ""strings.append(vstr)returnstrings#########################################################################K线图形对象########################################################################
classCandlestickItem(pg.GraphicsObject):"""K线图形对象"""
#初始化
#----------------------------------------------------------------------
def __init__(self, data):"""初始化"""pg.GraphicsObject.__init__(self)#数据格式: [ (time, open, close, low, high),...]
self.data =data#只重画部分图形,大大提高界面更新速度
self.setFlag(self.ItemUsesExtendedStyleOption)#画笔和画刷
w = 0.4self.offset=0
self.low=0
self.high= 1self.picture=QtGui.QPicture()
self.pictures=[]
self.bPen= pg.mkPen(color=(0, 240, 240, 255), width=w * 2)
self.bBrush= pg.mkBrush((0, 240, 240, 255))
self.rPen= pg.mkPen(color=(255, 60, 60, 255), width=w * 2)
self.rBrush= pg.mkBrush((255, 60, 60, 255))
self.rBrush.setStyle(Qt.NoBrush)#刷新K线
self.generatePicture(self.data)#画K线
#----------------------------------------------------------------------
def generatePicture(self, data=None, redraw=False):"""重新生成图形对象"""
#重画或者只更新最后一个K线
ifredraw:
self.pictures=[]elifself.pictures:
self.pictures.pop()
w= 0.4bPen=self.bPen
bBrush=self.bBrush
rPen=self.rPen
rBrush=self.rBrush
low, high= (data[0]['low'], data[0]['high']) if len(data) > 0 else (0, 1)for (t, open0, close0, low0, high0) indata:if t >=len(self.pictures):
tShift=t
low, high=(min(low, low0), max(high, high0))
picture=QtGui.QPicture()
p=QtGui.QPainter(picture)## 下跌蓝色(实心), 上涨红色(空心)
pen, brush, pmin, pmax =(bPen, bBrush, close0, open0) \if open0 > close0 else(rPen, rBrush, open0, close0)
p.setPen(pen)
p.setBrush(brush)#画K线方块和上下影线
if pmin >low0:
p.drawLine(QtCore.QPointF(tShift, low0), QtCore.QPointF(tShift, pmin))if high0 >pmax:
p.drawLine(QtCore.QPointF(tShift, pmax), QtCore.QPointF(tShift, high0))
p.drawRect(QtCore.QRectF(tShift- w, open0, w * 2, close0 -open0))#if open0 == close0:
#p.drawRect(QtCore.QPointF(tShift - w, open0), QtCore.QPointF(tShift + w, close0))
#else:
#p.drawRect(QtCore.QRectF(tShift - w, open0, w * 2, close0 - open0))
#if pmin > low0:
#p.drawLine(QtCore.QPointF(tShift, low0), QtCore.QPointF(tShift, pmin))
#if high0 > pmax:
#p.drawLine(QtCore.QPointF(tShift, pmax), QtCore.QPointF(tShift, high0))
p.end()
self.pictures.append(picture)
self.low, self.high=low, high#手动重画
#----------------------------------------------------------------------
defupdate(self):if not self.scene() isNone:
self.scene().update()#自动重画
#----------------------------------------------------------------------
defpaint(self, p, o, w):
rect=o.exposedRect
xmin, xmax=(max(0, int(rect.left())), min(len(self.pictures), int(rect.right())))
[p.drawPicture(0, 0, pic)for pic inself.pictures[xmin:xmax]]#定义边界
#----------------------------------------------------------------------
defboundingRect(self):return QtCore.QRectF(0, self.low, len(self.pictures), (self.high -self.low))########################################################################
classKLineWidget(KeyWraper):"""用于显示价格走势图"""
#保存K线数据的列表和Numpy Array对象
listBar =[]
listVol=[]
listHigh=[]
listLow=[]
listSig=[]
listOpenInterest=[]
arrows=[]#是否完成了历史数据的读取
initCompleted =False#----------------------------------------------------------------------
def __init__(self, parent=None, name=None):"""Constructor"""self.parent=parent
self.name=name
super(KLineWidget, self).__init__(parent)#当前序号
self.index = None #下标
self.countK = 60 #显示的K线范围
self.oldsize=0#rectd的hieght
#缓存数据
self.datas=[]
self.listBar=[]
self.listVol=[]
self.listHigh=[]
self.listLow=[]
self.listSig=[]
self.listOpenInterest=[]
self.arrows=[]
self.sars=[]#所有K线上信号图
self.allColor = deque(['blue', 'green', 'yellow', 'white'])
self.sigData={}
self.sigColor={}
self.sigPlots={}#初始化完成
self.initCompleted =False#调用函数
self.initUi()#----------------------------------------------------------------------
#初始化相关
#----------------------------------------------------------------------
definitUi(self):"""初始化界面"""self.setWindowTitle(u'K线工具')#主图
self.pw =pg.PlotWidget()#界面布局
self.lay_KL = pg.GraphicsLayout(border=(100, 100, 100))
self.lay_KL.setContentsMargins(10, 10, 10, 10)
self.lay_KL.setSpacing(0)
self.lay_KL.setBorder(color=(255, 255, 255, 255), width=0.8)
self.lay_KL.setZValue(0)
self.lay_KL.setMinimumHeight(140)
self.KLtitle= self.lay_KL.addLabel(u'')
self.pw.setCentralItem(self.lay_KL)#设置横坐标
xdict ={}
self.axisTime= MyStringAxis(xdict, orientation='bottom')#初始化子图
self.initplotKline()
self.initplotVol()
self.initplotOI()#注册十字光标
self.crosshair =Crosshair(self.pw, self)#设置界面
self.vb =QtWidgets.QVBoxLayout()
self.vb.addWidget(self.pw)
self.setLayout(self.vb)#初始化完成
self.initCompleted =True
self.oldsize=self.rect().height()
self.customBox={}#----------------------------------------------------------------------
defmakePI(self, name):"""生成PlotItem对象"""vb=CustomViewBox(self)
plotItem= pg.PlotItem(viewBox=vb, name=name, axisItems={'bottom': self.axisTime})
plotItem.setMenuEnabled(False)
plotItem.setClipToView(True)
plotItem.hideAxis('left')
plotItem.showAxis('right')
plotItem.setDownsampling(mode='peak')
plotItem.setRange(xRange=(0, 1), yRange=(0, 1))
plotItem.getAxis('right').setWidth(60)
plotItem.getAxis('right').setStyle(tickFont=QFont("Roman times", 10, QFont.Bold))
plotItem.getAxis('right').setPen(color=(255, 255, 255, 255), width=0.8)
plotItem.showGrid(True, True)
plotItem.hideButtons()returnplotItem#----------------------------------------------------------------------
definitplotVol(self):"""初始化成交量子图"""self.pwVol= self.makePI('PlotVol' +self.name)
self.volume=CandlestickItem(self.listVol)
self.pwVol.addItem(self.volume)
self.pwVol.setMaximumHeight((self.rect().height()-30)/4)
self.pwVol.setMinimumHeight(12)
self.pwVol.setXLink('PlotOI' +self.name)
self.pwVol.hideAxis('bottom')
self.lay_KL.nextRow()
self.lay_KL.addItem(self.pwVol)
self.lay_KL.adjustSize()#----------------------------------------------------------------------
definitplotKline(self):"""初始化K线子图"""self.pwKL= self.makePI('PlotKL' +self.name)
self.candle=CandlestickItem(self.listBar)
self.pwKL.addItem(self.candle)
self.pwKL.setXLink('PlotOI' +self.name)
self.pwKL.hideAxis('bottom')
self.pwKL.setMinimumHeight((self.rect().height()-30)/3)
self.lay_KL.nextRow()
self.lay_KL.addItem(self.pwKL)#----------------------------------------------------------------------
definitplotOI(self):"""初始化持仓量子图"""self.pwOI= self.makePI('PlotOI' +self.name)
self.curveOI=self.pwOI.plot()
self.pwOI.setMaximumHeight((self.rect().height()- 30) / 4)
self.pwOI.setMinimumHeight(20)
self.lay_KL.nextRow()
self.lay_KL.addItem(self.pwOI)#----------------------------------------------------------------------
#画图相关
#----------------------------------------------------------------------
def plotVol(self, redraw=False, xmin=0, xmax=-1):"""重画成交量子图"""
ifself.initCompleted:
self.volume.generatePicture(self.listVol[xmin:xmax], redraw)#画成交量子图
#----------------------------------------------------------------------
def plotKline(self, redraw=False, xmin=0, xmax=-1):"""重画K线子图"""
ifself.initCompleted:
self.candle.generatePicture(self.listBar[xmin:xmax], redraw)#画K线
self.plotMark() #显示开平仓信号位置
#----------------------------------------------------------------------
def plotOI(self, xmin=0, xmax=-1):"""重画持仓量子图"""
ifself.initCompleted:#self.curveOI.setData(self.listOpenInterest[xmin:xmax]+[0], symbol='o', name="OpenInterest")
self.curveOI.setData(self.listOpenInterest[xmin:xmax] +[0],
name="OpenInterest" + self.name) #去除symbol='o'
defupdateIndicatorSar(self, sarDatas, startIndex):"""更新sar指标 startIndex 从0到 len -1"""
if len(sarDatas) ==0:return
while (len(self.sars) > (startIndex - 1)):
sar= self.sars[-1]
self.pwKL.removeItem(sar)
self.sars.remove(sar)for i inrange(startIndex, len(sarDatas)):
arrow= pg.ArrowItem(pos=(i, sarDatas[i]), angle=90, tipAngle=5, headLen=2, tailWidth=4, pen={'width': 1},
brush=(0, 0, 255))
defaultOpts={'pxMode': True,'angle': -150, ## If the angle is 0, the arrow points left
'pos': (0, 0),'headLen': 10,'tipAngle': 10,'baseAngle': 0,'tailLen': None,'tailWidth': 3,'pen': (200, 200, 200),'brush': (255, 0, 0),
}#arrow.setStyle(defaultOpts)
self.pwKL.addItem(arrow)
self.sars.append(arrow)defaddIndicatorSar(self, sarDatas):"""增加sar指标"""
if len(sarDatas) ==0:return
for sar inself.sars:
self.pwKL.removeItem(sar)#画信号
for i inrange(len(sarDatas)):#arrow = pg.ArrowItem(pos=(i, sarDatas[i]),headLen=10, angle=90, brush=(0, 0, 255))
arrow = pg.ArrowItem(pos=(i, sarDatas[i]), angle=90, tipAngle=5, headLen=2, tailWidth=4, pen={'width': 1},
brush=(0, 0, 255))
defaultOpts={'pxMode': True,'angle': -150, ## If the angle is 0, the arrow points left
'pos': (0, 0),'headLen': 10,'tipAngle': 10,'baseAngle': 0,'tailLen': None,'tailWidth': 3,'pen': (200, 200, 200),'brush': (255, 0, 0),
}#arrow.setStyle(defaultOpts)
self.pwKL.addItem(arrow)
self.sars.append(arrow)#----------------------------------------------------------------------
defaddSig(self, sig):"""新增信号图"""
if sig inself.sigPlots:
self.pwKL.removeItem(self.sigPlots[sig])
self.sigPlots[sig]=self.pwKL.plot()
self.sigColor[sig]=self.allColor[0]
self.allColor.append(self.allColor.popleft())#----------------------------------------------------------------------
defshowSig(self, datas):"""刷新信号图"""
for sig inself.sigPlots:
self.sigData[sig]=datas[sig]
[self.sigPlots[sig].setData(datas[sig], pen=self.sigColor[sig][0], name=sig) \for sig in self.sigPlots] #if sig in datas]
#----------------------------------------------------------------------
defplotMark(self):"""显示开平仓信号"""
#检查是否有数据
if len(self.datas) ==0:return
for arrow inself.arrows:
self.pwKL.removeItem(arrow)#画买卖信号
for i inrange(len(self.listSig)):#无信号
if self.listSig[i] ==None:continue
#买信号
elif self.listSig[i] !=None:
direction= self.listSig[i]["direction"]
offset= self.listSig[i]["offset"]
price= self.listSig[i]["price"]if direction == "空" and offset == "开仓":#arrow = pg.ArrowItem(pos=(i, price), angle=-90, brush=(255, 0, 0))
arrow = pg.ArrowItem(pos=(i, price), angle=180, tipAngle=60, headLen=8, tailLen=3, tailWidth=5,
pen={'color': 'w', 'width': 1}, brush='r')elif direction == "多" and offset == "开仓":#arrow = pg.ArrowItem(pos=(i, price), angle=90, brush=(255, 0, 0))
arrow = pg.ArrowItem(pos=(i, price), angle=180, tipAngle=60, headLen=8, tailLen=3, tailWidth=5,
pen={'color': 'w', 'width': 1}, brush='b')elif direction == "空" and offset == "平仓":#arrow = pg.ArrowItem(pos=(i, price), angle=-90, brush=(0, 0, 255))
arrow = pg.ArrowItem(pos=(i, price), angle=0, tipAngle=40, headLen=8, tailLen=None, tailWidth=8,
pen={'color': 'w', 'width': 1}, brush='y')elif direction == "多" and offset == "平仓":#arrow = pg.ArrowItem(pos=(i, price), angle=90, brush=(0, 0, 255))
arrow = pg.ArrowItem(pos=(i, price), angle=0, tipAngle=40, headLen=8, tailLen=None, tailWidth=8,
pen={'color': 'w', 'width': 1}, brush='y')
self.pwKL.addItem(arrow)
self.arrows.append(arrow)#----------------------------------------------------------------------
defupdateAll(self):"""手动更新所有K线图形,K线播放模式下需要"""datas=self.datas
self.volume.update()
self.candle.update()defupdate(view, low, high):
vRange=view.viewRange()
xmin=max(0, int(vRange[0][0]))
xmax= max(0, int(vRange[0][1]))
xmax=min(xmax, len(datas))if len(datas) > 0 and xmax >xmin:
ymin=min(datas[xmin:xmax][low])
ymax=max(datas[xmin:xmax][high])if ymin andymax:
view.setRange(yRange=(ymin, ymax))else:
view.setRange(yRange=(0, 1))
update(self.pwKL.getViewBox(),'low', 'high')
update(self.pwVol.getViewBox(),'volume', 'volume')#update(self.pwOI.getViewBox(), 'openInterest', 'openInterest')
update(self.curveOI.getViewBox(), 'openInterest', 'openInterest')#----------------------------------------------------------------------
def plotAll(self, redraw=True, xMin=0, xMax=-1):"""重画所有界面
redraw :False=重画最后一根K线; True=重画所有
xMin,xMax : 数据范围"""
#xMax = len(self.datas) if xMax < 0 else xMax
#self.countK = xMax-xMin
#self.index = int((xMax+xMin)/2)
ifredraw:
xmax= len(self.datas) if xMax < 0 elsexMax
xmin=max(0,xmax-self.countK)
self.index= int((xmax + xmin) / 2)
self.pwOI.setLimits(xMin=xMin, xMax=xMax)
self.pwKL.setLimits(xMin=xMin, xMax=xMax)
self.pwVol.setLimits(xMin=xMin, xMax=xMax)
self.plotKline(redraw, xMin, xMax)#K线图
self.plotVol(redraw, xMin, xMax) #K线副图,成交量
self.plotOI(0, len(self.datas)) #K线副图,持仓量
self.refresh()defrefreshHeight(self):#super.__init__(QResizeEvent)
#如果窗口最大化,不修改比例,防御性设计
#if self.isMaximized():
#return
if len(self.datas)!=0:
height=self.rect().height()if height!=self.oldsize:
self.oldsize=height
height=(height-30)/4self.pwKL.setMinimumHeight(height* 2-24)
self.pwVol.setMaximumHeight(height)
self.pwVol.setMinimumHeight(12)
self.pwOI.setMaximumHeight(height)
self.pwOI.setMinimumHeight(12)#print height
#----------------------------------------------------------------------
defrefresh(self):"""刷新三个子图的现实范围"""datas=self.datas
minutes= int(self.countK / 2)
xmin= max(0, self.index -minutes)
xmax= xmin + 2 *minutes
self.pwOI.setRange(xRange=(xmin, xmax))
self.pwKL.setRange(xRange=(xmin, xmax))
self.pwVol.setRange(xRange=(xmin, xmax))#----------------------------------------------------------------------
#快捷键相关
#----------------------------------------------------------------------
defonNxt(self):"""跳转到下一个开平仓点"""
if len(self.listSig) > 0 and not self.index isNone:
datalen=len(self.listSig)
self.index+= 1
while self.index < datalen and self.listSig[self.index] ==0:
self.index+= 1self.refresh()
x=self.index
y= self.datas[x]['close']
self.crosshair.signal.emit((x, y))#----------------------------------------------------------------------
defonPre(self):"""跳转到上一个开平仓点"""
if len(self.listSig) > 0 and not self.index isNone:
self.index-= 1
while self.index > 0 and self.listSig[self.index] ==0:
self.index-= 1self.refresh()
x=self.index
y= self.datas[x]['close']
self.crosshair.signal.emit((x, y))#----------------------------------------------------------------------
defonDown(self):"""放大显示区间"""self.countK= min(len(self.datas), int(self.countK * 1.2) + 1)
self.refresh()if len(self.datas) >0:
x= self.index - self.countK / 2 + 2 ifint(
self.crosshair.xAxis)< self.index - self.countK / 2 + 2 elseint(self.crosshair.xAxis)
x= self.index + self.countK / 2 - 2 if x > self.index + self.countK / 2 - 2 elsex
x=min(x,len(self.datas)-1)
y= self.datas[x][2]#y = self.datas[x]['close']
self.crosshair.signal.emit((x, y))#----------------------------------------------------------------------
defonUp(self):"""缩小显示区间"""
#self.countK = max(3,int(self.countK/1.2)-1)
self.countK = max(20, int(self.countK / 1.2) - 1) #最小显示k线范围20
self.refresh()if len(self.datas) >0:
x= self.index - self.countK / 2 + 2 ifint(
self.crosshair.xAxis)< self.index - self.countK / 2 + 2 elseint(self.crosshair.xAxis)
x= self.index + self.countK / 2 - 2 if x > self.index + self.countK / 2 - 2 elsex
x= min(x, len(self.datas)-1)
y= self.datas[x]['close']
self.crosshair.signal.emit((x, y))#----------------------------------------------------------------------
defonLeft(self):"""向左移动"""
if len(self.datas) > 0 and int(self.crosshair.xAxis) > 2:
x= int(self.crosshair.xAxis) - 1y= self.datas[x]['close']if x <= self.index - self.countK / 2 + 2 and self.index > 1:
self.index-= 1self.refresh()
self.crosshair.signal.emit((x, y))#----------------------------------------------------------------------
defonRight(self):"""向右移动"""
if len(self.datas) > 0 and int(self.crosshair.xAxis) < len(self.datas) - 1:
x= int(self.crosshair.xAxis) + 1y= self.datas[x]['close']if x >= self.index + int(self.countK / 2) - 2:
self.index+= 1self.refresh()
self.crosshair.signal.emit((x, y))#----------------------------------------------------------------------
#界面回调相关
#----------------------------------------------------------------------
defonPaint(self):"""界面刷新回调"""view=self.pwKL.getViewBox()
vRange=view.viewRange()#xmin = max(0,int(vRange[0][0]))
#xmax = max(0,int(vRange[0][1]))
#self.index = int((xmin+xmax)/2)+1
#----------------------------------------------------------------------
defresignData(self, datas):"""更新数据,用于Y坐标自适应"""self.crosshair.datas=datasdefviewXRangeChanged(low, high, self):
vRange=self.viewRange()
xmin=max(0, int(vRange[0][0]))
xmax= max(0, int(vRange[0][1]))
xmax=min(xmax, len(datas))if len(datas) > 0 and xmax >xmin:
ymin=min(datas[xmin:xmax][low])
ymax=max(datas[xmin:xmax][high])if ymin andymax:
self.setRange(yRange=(ymin, ymax))else:
self.setRange(yRange=(0, 1))
view=self.pwKL.getViewBox()
view.sigXRangeChanged.connect(partial(viewXRangeChanged,'low', 'high'))
view=self.pwVol.getViewBox()
view.sigXRangeChanged.connect(partial(viewXRangeChanged,'volume', 'volume'))
view=self.pwOI.getViewBox()
view.sigXRangeChanged.connect(partial(viewXRangeChanged,'openInterest', 'openInterest'))#----------------------------------------------------------------------
#数据相关
#----------------------------------------------------------------------
defclearData(self):"""清空数据"""
#清空数据,重新画图
self.time_index =[]
self.listBar=[]
self.listVol=[]
self.listLow=[]
self.listHigh=[]
self.listOpenInterest=[]
self.listSig=[]
self.sigData={}
self.arrows=[]
self.datas=None#----------------------------------------------------------------------
defupdateSig(self, sig):"""刷新买卖信号"""self.listSig=sig
self.plotMark()#----------------------------------------------------------------------
def onBar(self, bar, nWindow=20):"""新增K线数据,K线播放模式
nWindow : 最大数据窗口"""
#是否需要更新K线
newBar = False if len(self.datas) > 0 and bar.datetime == self.datas[-1].datetime elseTrue
nrecords= len(self.datas) if newBar else len(self.datas) - 1bar.openInterest=np.random.randint(0,3) if bar.openInterest == np.inf or bar.openInterest == -np.inf elsebar.openInterest
recordVol= (nrecords, bar.volume, 0, 0, bar.volume) if bar.close < bar.open else(
nrecords, 0, bar.volume, 0, bar.volume)if newBar andany(self.datas):
self.datas.resize(nrecords+ 1, refcheck=0)
self.listBar.resize(nrecords+ 1, refcheck=0)
self.listVol.resize(nrecords+ 1, refcheck=0)elifany(self.datas):
self.listLow.pop()
self.listHigh.pop()
self.listOpenInterest.pop()ifany(self.datas):
self.datas[-1] =(bar.datetime, bar.open, bar.close, bar.low, bar.high, bar.volume, bar.openInterest)
self.listBar[-1] =(nrecords, bar.open, bar.close, bar.low, bar.high)
self.listVol[-1] =recordVolelse:
self.datas=np.rec.array(
[(datetime, bar.open, bar.close, bar.low, bar.high, bar.volume, bar.openInterest)], \
names=('datetime', 'open', 'close', 'low', 'high', 'volume', 'openInterest'))
self.listBar=np.rec.array([(nrecords, bar.open, bar.close, bar.low, bar.high)], \
names=('datetime', 'open', 'close', 'low', 'high'))
self.listVol= np.rec.array([recordVol], names=('datetime', 'open', 'close', 'low', 'high'))
self.resignData(self.datas)
self.axisTime.update_xdict({nrecords: bar.datetime})
self.listLow.append(bar.low)
self.listHigh.append(bar.high)
self.listOpenInterest.append(bar.openInterest)#if newBar:
#xMax = nrecords + 1
#xMin = max(0, xMax - self.countK) # 最小显示区间
#self.index=int(xMax+xMin)/2
#if self.pwKL.getViewBox().mousePress == True:
#print("sssssssssss")
#if self.pwKL.getViewBox().mousePress == False: ##self.mousePress==false,不在执行刷新操作
xMax= self.index +self.countK
xMin= self.index -self.countK#xMin=(0,xMin)
if xMin<0:
xMin=0if notnewBar:
self.updateAll()
self.plotAll(False, xMin, xMax)
self.crosshair.signal.emit((None, None))#----------------------------------------------------------------------
defloadData(self, datas):"""载入pandas.DataFrame数据
datas : 数据格式,cols : datetime, open, close, low, high"""
#设置中心点时间
self.index =0#绑定数据,更新横坐标映射,更新Y轴自适应函数,更新十字光标映射
datas['time_int'] =np.array(range(len(datas.index)))
self.datas= datas[['open', 'close', 'low', 'high', 'volume', 'openInterest']].to_records()
self.axisTime.xdict={}
xdict=dict(enumerate(datas.index.tolist()))
self.axisTime.update_xdict(xdict)
self.resignData(self.datas)#更新画图用到的数据
self.listBar = datas[['time_int', 'open', 'close', 'low', 'high']].to_records(False)
self.listHigh= list(datas['high'])
self.listLow= list(datas['low'])
self.listOpenInterest= list(datas['openInterest'])#成交量颜色和涨跌同步,K线方向由涨跌决定
datas0 =pd.DataFrame()
datas0['open'] = datas.apply(lambda x: 0 if x['close'] >= x['open'] else x['volume'], axis=1)
datas0['close'] = datas.apply(lambda x: 0 if x['close'] < x['open'] else x['volume'], axis=1)
datas0['low'] = datas0['open']
datas0['high'] = datas0['close']
datas0['time_int'] =np.array(range(len(datas.index)))
self.listVol= datas0[['time_int', 'open', 'close', 'low', 'high']].to_records(False)#调用画图函数
self.plotAll(True, 0, len(self.datas))defloadDataBar(self, datas):"""载入pandas.DataFrame数据
datas : 数据格式,'symbol','vtSymbol','exchange','open','high','low','close','date','time1','datetime','volume','openInterest'"""
print(datas)
self.index=0#绑定数据,更新横坐标映射,更新Y轴自适应函数,更新十字光标映射
datas['time_int'] =np.array(range(len(datas.index)))
self.datas= datas[['datetime', 'open', 'close', 'low', 'high', 'volume', 'openInterest']].to_records(False)#self.datas = datas[['symbol','vtSymbol','exchange','open','high','low','close','date','time1','datetime','volume','openInterest']].to_records()
self.axisTime.xdict ={}#xdict = dict(enumerate(datas.index.tolist()))
xdict = dict(enumerate(datas['datetime'].tolist()))
self.axisTime.update_xdict(xdict)
self.resignData(self.datas)#更新画图用到的数据
self.listBar = datas[['time_int', 'open', 'close', 'low', 'high']].to_records(False)
self.listHigh= list(datas['high'])
self.listLow= list(datas['low'])
self.listOpenInterest= list(datas['openInterest'])#成交量颜色和涨跌同步,K线方向由涨跌决定
datas0 =pd.DataFrame()
datas0['open'] = datas.apply(lambda x: 0 if x['close'] >= x['open'] else x['volume'], axis=1)
datas0['close'] = datas.apply(lambda x: 0 if x['close'] < x['open'] else x['volume'], axis=1)
datas0['low'] = datas0['open']
datas0['high'] = datas0['close']
datas0['time_int'] =np.array(range(len(datas.index)))
self.listVol= datas0[['time_int', 'open', 'close', 'low', 'high']].to_records(False)#调用画图函数
self.plotAll(True, 0, len(self.datas))##VtBarData 结构
defloadDataBarArray(self, record):
txtData= pd.DataFrame.from_records(record, index="datetime")#txtData = txtData.rename(columns = {0:'symbol', 1:"vtSymbol",2:"exchange",3:"open",4:"high",5:"low",6:"close",7:"date",8:"time",9:"datetime",10:"volume",11:"openInterest"})
self.loadData(txtData)#########################################################################功能测试########################################################################
importsysif __name__ == '__main__':
app=QApplication(sys.argv)#界面设置
cfgfile = QtCore.QFile('css.qss')
cfgfile.open(QtCore.QFile.ReadOnly)
styleSheet=cfgfile.readAll()
styleSheet= unicode(styleSheet, encoding='utf8')
app.setStyleSheet(styleSheet)#K线界面
#ui = KLineWidget()
#ui.show()
#ui.KLtitle.setText('rb1701',size='20pt')
#ui.loadData(pd.DataFrame.from_csv('data.csv'))
ui= KLineWidget(name="opt")
ui.show()
ui.KLtitle.setText('rb1701', size='20pt')#txtData = pd.DataFrame.from_csv('D:/data/day/rb1101.txt',header=None,index_col=7)
txtData = pd.DataFrame.from_csv('E:/Data/day/rb1101.txt', header=None, index_col=7)
txtData=txtData.rename(
columns={0: 'symbol', 1: "vtSymbol", 2: "exchange", 3: "open", 4: "high", 5: "low", 6: "close", 7: "date",8: "time", 9: "datetime", 10: "volume", 11: "openInterest"})
ui.loadDataBar(txtData)
app.exec_()
python kline_python kline相关推荐
- python kline_Python pyecharts package v0.3.1, pyecharts.charts.kline module source code :: PyDoc.net
#!/usr/bin/env python # coding=utf-8 from pyecharts.chart import Chart from pyecharts.option import ...
- python画k线图_小白学Python(14)——pyecharts 绘制K线图 Kline/Candlestick
Kline-基本示例 from pyecharts import options as opts from pyecharts.charts import Kline data = [ [2320.2 ...
- python pyqtgraph绘制股票kline图类封装(tcy)
用途:绘制股票kline图 说明: 绘制基本的股票kline图及相关指标图如ma移动平均线等,绘制其他指标只需传入相关数据及线的颜色即可. 绘制鼠标移动显示交易时间及open,high,low,clo ...
- python kline_一篇文章教你学会用kline获取量化数据
阅读原文:http://t.cn/RicAPbx KLineHistory -获取k线数据 概述 获取K线数据类,该类可以通过调用IStatisticsGroup类的kLineHistory方法获取, ...
- python pyecharts 画图修改kline颜色,自定义MarkPointOpts
markpoint_opts=opts.MarkPointOpts(data=[# opts.MarkPointItem(type_="max", name="最大值&q ...
- 赠书 | Python 预测股票价格,竟然这么简单
作为一种技术手段,预测在金融.证券领域的应用非常广泛,尤其是对股票价格的预测.我们介绍一下获得股票数据的方法,并基于此对数据进行预处理,接着使用数据分析方法,建立基础特征,进一步构建预测模型,且基于新 ...
- python实用性函数分享_分享|3个开源的 Python Shell
Python是一个高级.通用.结构化且强大的开源编程语言,广泛用于各种编程工作.它拥有一个全动态类型系统和自动内存管理,与Scheme,Ruby,Perl和Tcl的十分相似,避免编译型语言的许多复杂地 ...
- python接口 同花顺_这是真的么 | 学会了用Python预测股票价格
文章来源于微信公众号:机器学习与python实战 原文链接:请点击 文章仅用于学习交流,如有侵权请联系删除 作为一种技术手段,预测在金融.证券领域的应用非常广泛,尤其是对股票价格的预测.我们介绍一下获 ...
- python 仪表盘-python仪表盘
广告关闭 腾讯云11.11云上盛惠 ,精选热门产品助力上云,云服务器首年88元起,买的越多返的越多,最高返5000元! data_pair=], # 系列数据项,格式为 radius=70%, # 仪 ...
最新文章
- cmd系统命令不识别
- Swoole源代码学习记录(十五)——Timer模块分析
- pb 执行存储过程带参数_数据库存储过程
- WPS演示中万花筒效果的实现
- 利用注释及自定义加密免杀Webshell
- Java big file debug - random access
- leetcode面试题 10.02. 变位词组
- 查看及修改MYSQL最大连接数
- 基于JAVA+SpringMVC+Mybatis+MYSQL的超市订单管理系统
- 机器学习 数据间的定义_定义数据科学,机器学习和人工智能
- 易语言5.4一键破解工具
- 顶岗实习周记计算机专业40篇,计算机顶岗实习周记20篇
- wekan 工具配置
- Linux CFS调度器之唤醒WAKE_AFFINE 机制--Linux进程的管理与调度(三十一)
- 2016年腾讯实习生校园招聘-电面
- 用Typora+PicGo搞定多个平台发文和微信公众号排版
- foxmail怎么设置服务器才能登陆网易企业邮箱
- intellij idea快速切换大小写
- 【CSS】492- 无外链的CSS开发策略
- hackthebox-Tracks-Beginner_Track-Lame
热门文章
- Final cut pro x motion5 compressor破解下载地址
- 客户自己下单软件|移讯云网上手机订货管理软件
- 用u盘做启动盘安装系统后如何删除PE系统
- 【华为OD机试模拟题】用 C++ 实现 - 航天器(2023.Q1)
- 【FPGA】【Verilog】【基础模块】状态机
- XJTU大计基作业-1(第7周)
- Jquery 控制disabled和readonly
- 实战:又到一年淘宝清仓时 给你五个活动方案参考
- SEO教程:免费分享SEO外链建设方法不可错过
- 记第一次topcoderSRM赛(2011,09,10)Jie.Qin'birthday