def initChart(self):
self._chart = QChart(title='蜡烛图悬浮提示')
self._chart.setAnimationOptions(QChart.SeriesAnimations)
series = QCandlestickSeries()
series.setIncreasingColor(QColor(Qt.red))
series.setDecreasingColor(QColor(Qt.green))
series.setName(self.stocks['name'].iloc[0])
for _, stock in self.stocks.iterrows():
time_p = datetime.datetime.strptime(stock['trade_date'], '%Y%m%d')
time_p = float(time.mktime(time_p.timetuple()))
_set = QCandlestickSet(float(stock['open']), float(stock['high']),
float(stock['low']), float(stock['close']), time_p, series)
_set.hovered.connect(self.handleBarHoverd) # 鼠标悬停
series.append(_set)
self._chart.addSeries(series)
self._chart.createDefaultAxes()
self._chart.setLocalizeNumbers(True)
axis_x = self._chart.axisX()
axis_y = self._chart.axisY()
axis_x.setGridLineVisible(False)
axis_y.setGridLineVisible(False)
# axis_y.setLabelFormat("%.2f")
axis_x.setCategories(self.category)
max_p = self.stocks[['high', 'low']].stack().max() + 10
min_p = self.stocks[['high', 'low']].stack().min() - 10
axis_y.setRange(min_p, max_p)
# chart的图例
legend = self._chart.legend()
# 设置图例由Series来决定样式
legend.setMarkerShape(QLegend.MarkerShapeFromSeries)
self.setChart(self._chart)
def appendCandlestickSeries(self, name):
ls = QCandlestickSeries()
ls.setName(name)
ls.setIncreasingColor(QColor(Qt.green))
ls.setDecreasingColor(QColor(Qt.red))
self.series.append(ls)
return ls
def addSeries(
self,
_x2idx: typing.Dict,
_idx2x: list,
_chart: QChart,
_axis_x: QValueAxis,
_axis_y: QValueAxis,
):
series = QCandlestickSeries()
series.setName(self.name)
for x, y in zip(self.x_list, self.y_list):
series.append(QCandlestickSet(*y, _x2idx[x]))
if self.inc_color is not None:
series.setIncreasingColor(self.inc_color)
else:
series.setIncreasingColor(QColor("#c41919"))
if self.dec_color is not None:
series.setDecreasingColor(self.dec_color)
else:
series.setDecreasingColor(QColor("#009f9f"))
_chart.addSeries(series)
_chart.setAxisX(_axis_x, series)
_chart.setAxisY(_axis_y, series)
if self.show_value:
self.createShow()
def plot_candlechart(ohlc_data):
app = ParaMakerApplication([])
#app.setStyleSheet("background-color:black;")
series = QCandlestickSeries()
series.setBodyOutlineVisible(False)
series.setDecreasingColor(Qt.red)
series.setIncreasingColor(Qt.green)
rsi = qc.QLineSeries() # 5-days average data line
rsi.append(QPointF(ohlc_data[300].timestamp, ohlc_data[300].closed))
rsi.append(QPointF(ohlc_data[700].timestamp, ohlc_data[700].closed))
#rsi.append(QPointF(ohlc_data[150].timestamp, ohlc_data[100].closed))
tm = [] # stores str type data
# in a loop, series and rsi append corresponding data
for candle in ohlc_data:
series.append(
QCandlestickSet(candle.opened, candle.high, candle.low,
candle.closed))
#rsi.append(QPointF(num, m))
tm.append(str(candle.timestamp))
#rsi.append(str(candle.timestamp))
#rsi_values = calculate_rsi(14, ohlc_data)
chart = QChart()
chart.setBackgroundVisible(False)
chart.setPlotAreaBackgroundVisible(False)
chart.addSeries(series) # candle
chart.addSeries(rsi) # rsi line
#chart.axisX(rsi).setRange(ohlc_data[0].timestamp, ohlc_data[-1].timestamp)
chart.createDefaultAxes()
axisXRSI = QValueAxis()
axisYRSI = QValueAxis()
axisXRSI.setRange(ohlc_data[0].timestamp, ohlc_data[-1].timestamp)
axisYRSI.setRange(ohlc_data[0].closed, ohlc_data[-1].closed)
axisXRSI.setGridLineVisible(False)
axisYRSI.setGridLineVisible(False)
chart.setAxisX(axisXRSI, rsi)
chart.setAxisY(axisYRSI, rsi)
chart.legend().hide()
chart.axisX(series).setCategories(tm)
#chart.axisX(series).setGridLineVisible(False)
#chart.axisY(series).setGridLineVisible(False)
###chart.axisX(rsi).setVisible(False)
chartview = QChartView(chart)
chartview.setRenderHint(QPainter.Antialiasing)
ui = ParaMakerWindow()
ui.setCentralWidget(chartview)
sys.exit(app.exec_())
class ChartWidget(QWidget):
def __init__(self, parent=None, ticker="BTCUSDT"):
super().__init__(parent)
uic.loadUi("resource/chart.ui", self)
self.ticker = ticker
self.viewLimit = 10
self.tm = []
self.priceData = QCandlestickSeries()
self.priceData.setDecreasingColor(Qt.red)
self.priceData.setIncreasingColor(Qt.green)
self.priceChart = QChart()
self.priceChart.addSeries(self.priceData)
self.priceChart.legend().hide()
axisX = QDateTimeAxis()
axisX.setFormat("hh:mm:ss")
axisX.setTickCount(4)
dt = QDateTime.currentDateTime()
axisX.setRange(dt, dt.addSecs(self.viewLimit))
axisY = QValueAxis()
axisY.setVisible(False)
self.priceChart.addAxis(axisX, Qt.AlignBottom)
self.priceChart.addAxis(axisY, Qt.AlignRight)
self.priceData.attachAxis(axisX)
self.priceData.attachAxis(axisY)
self.priceChart.layout().setContentsMargins(0, 0, 0, 0)
self.priceView.setChart(self.priceChart)
self.priceView.setRenderHints(QPainter.Antialiasing)
self.pw = PriceWorker(ticker)
self.pw.dataSent.connect(self.appendData)
self.pw.start()
def appendData(self, o, h, l, c):
if len(self.tm) == self.viewLimit:
self.priceData.remove(0)
self.tm.remove(0)
dt = QDateTime.currentDateTime()
self.priceData.append(QCandlestickSet(o, h, l, c))
print(dt.toMSecsSinceEpoch())
print(type(dt.toMSecsSinceEpoch()))
self.tm.append(dt.toMSecsSinceEpoch())
self.__updateAxis()
def __updateAxis(self):
pvs = self.tm
dtStart = QDateTime.fromMSecsSinceEpoch(int(pvs[0]))
if len(self.priceData) == self.viewLimit:
dtLast = QDateTime.fromMSecsSinceEpoch(int(pvs[-1]))
else:
dtLast = dtStart.addSecs(self.viewLimit)
ax = self.priceChart.axisX()
ax.setRange(dtStart, dtLast)
def main ():
if len (sys.argv) < 3:
print ("файл не задан")
sys.exit ()
with open (sys.argv[1], 'rt') as file:
TicksFile = file.read()
TicksTuple = tuple(TicksFile.split('\n')[:-1])
Bars = (FormBarFrame(TicksTuple, 60))
with open(sys.argv[1][:-4] + '_' + sys.argv[2] + '.bars', 'wt') as file:
for i in reversed(Bars):
file.write("{0} {1} {2} {3} {4} {5} {6}\n".format(str(i[0]), i[1], i[2], i[3], i[4], i[5], i[6]))
# Вывод графика
app = QApplication(sys.argv)
series = QCandlestickSeries()
series.setDecreasingColor(Qt.red)
series.setIncreasingColor(Qt.green)
#ma5 = qc.QLineSeries() # 5-days average data line
tm = [] # stores str type data
# in a loop, series and ma5 append corresponding data
#for num, o, h, l, c in Bars:
for i in range(len(Bars)):
series.append(QCandlestickSet(Bars[i][1], Bars[i][4], Bars[i][3], Bars[i][2]))
#ma5.append(QPointF(num, m))
tm.append(str(Bars[i][0]))
chart = QChart()
chart.addSeries(series) # candle
#chart.addSeries(ma5) # ma5 line
chart.setAnimationOptions(QChart.SeriesAnimations)
chart.createDefaultAxes()
chart.legend().hide()
chart.axisX(series).setCategories(tm)
#chart.axisX(ma5).setVisible(False)
chartview = QChartView(chart)
ui = QMainWindow()
ui.setGeometry(50, 50, 500, 300)
ui.setCentralWidget(chartview)
ui.show()
sys.exit(app.exec_())
def main():
import sys
a = QApplication(sys.argv)
acmeSeries = QCandlestickSeries()
acmeSeries.setName("Acme Ltd")
acmeSeries.setIncreasingColor(QColor(Qt.green))
acmeSeries.setDecreasingColor(QColor(Qt.red))
acmeData = QFile(":acme")
if not acmeData.open(QIODevice.ReadOnly | QIODevice.Text):
sys.exit(1)
categories = []
dataReader = CandlestickDataReader(acmeData)
while not dataReader.atEnd():
_set = dataReader.readCandlestickSet()
if _set is not None:
acmeSeries.append(_set)
categories.append(
QDateTime.fromMSecsSinceEpoch(int(
_set.timestamp())).toString("dd"))
chart = QChart()
chart.addSeries(acmeSeries)
chart.setTitle("Acme Ltd Historical Data (July 2015)")
chart.setAnimationOptions(QChart.SeriesAnimations)
chart.createDefaultAxes()
axisX = chart.axes(Qt.Horizontal)[0]
axisX.setCategories(categories)
axisY = chart.axes(Qt.Vertical)[0]
axisY.setMax(axisY.max() * 1.01)
axisY.setMin(axisY.min() * 0.99)
chart.legend().setVisible(True)
chart.legend().setAlignment(Qt.AlignBottom)
chartView = QChartView(chart)
chartView.setRenderHint(QPainter.Antialiasing)
window = QMainWindow()
window.setCentralWidget(chartView)
window.resize(800, 600)
window.show()
sys.exit(a.exec_())
class ChartTab(QChartView):
def __init__(self):
QChartView.__init__(self)
self.chart = QChart()
self.candleSeries = QCandlestickSeries(self)
self.candleSeries.setIncreasingColor(Qt.blue)
self.candleSeries.setBodyOutlineVisible(False)
self.candleSeries.setDecreasingColor(Qt.red)
self.candleSeries.setMaximumColumnWidth(20)
self.candleSeries.clicked.connect(lambda set: print(set.high()))
self.xAxis = QDateTimeAxis()
self.xAxis.setTickCount(10)
self.xAxis.setFormat("h:mm")
self.yAxis = QValueAxis()
for candle in data:
self.addCandle(
self.get_integer_price(candle[0]),
self.get_integer_price(candle[1]),
self.get_integer_price(candle[2]),
self.get_integer_price(candle[3]),
datetime.strptime(candle[4], '%Y%m%d%H%M%S').timestamp() *
1000)
self.chart.addSeries(self.candleSeries)
self.setChart(self.chart)
self.chart.setAxisX(self.xAxis, self.candleSeries)
self.chart.setAxisY(self.yAxis, self.candleSeries)
self.chart.legend().setVisible(False)
def mouseMoveEvent(self, QMouseEvent):
chartValues = self.chart.mapToValue(QMouseEvent.pos())
price = chartValues.y()
print(price)
def addCandle(self, open, close, high, low, timestamp):
candlestickSet = QCandlestickSet()
candlestickSet.setOpen(open)
candlestickSet.setClose(close)
candlestickSet.setHigh(high)
candlestickSet.setLow(low)
candlestickSet.setTimestamp(timestamp)
pen = QPen()
candlestickSet.setPen(pen)
self.candleSeries.append(candlestickSet)
def get_integer_price(self, str_price):
return int(str_price.strip()[1:])
class Display:
def __init__(self):
self.data = []
self.app = QApplication(sys.argv)
self.series = QCandlestickSeries()
self.series.setDecreasingColor(Qt.red)
self.series.setIncreasingColor(Qt.green)
self.win = QMainWindow()
self.tm = [] # stores str type data
def load_data(self, _data):
self.data = _data
# data format [[Open] [High] [Low] [Close] ]
for i in range(len(self.data[0])):
self.series.append(
QCandlestickSet(float(self.data[0][i]), float(self.data[1][i]),
float(self.data[2][i]),
float(self.data[3][i])))
self.tm.append(str(i))
i = i + 1
def set_window_size(self, width, high, grid_x=20, grid_y=20):
self.win.setGeometry(grid_x, grid_y, width, high)
def run_app(self):
chart = QChart()
chart.addSeries(self.series) # candle
chart.createDefaultAxes()
chart.legend().hide()
chart.axisX(self.series).setCategories(self.tm)
chart_view = QChartView(chart)
self.win.setGeometry(50, 50, 800, 500)
self.win.setCentralWidget(chart_view)
self.win.show()
sys.exit(self.app.exec_())
def addSeries(
self, _x2idx: typing.Dict, _idx2x: list, _chart: QChart,
_axis_x: QValueAxis, _axis_y: QValueAxis
):
series = QCandlestickSeries()
series.setName(self.name)
for x, y in zip(self.x_list, self.y_list):
series.append(QCandlestickSet(*y, _x2idx[x]))
if self.inc_color is not None:
series.setIncreasingColor(self.inc_color)
else:
series.setIncreasingColor(QColor('#c41919'))
if self.dec_color is not None:
series.setDecreasingColor(self.dec_color)
else:
series.setDecreasingColor(QColor('#009f9f'))
_chart.addSeries(series)
_chart.setAxisX(_axis_x, series)
_chart.setAxisY(_axis_y, series)
if self.show_value:
self.createShow()
class PriceFigure:
def __init__(self, name):
self.name = name
self.chart_view = QChartView()
self.price_time_axis = QDateTimeAxis()
self.price_time_axis.setFormat('h:mm')
self.price_axis = QValueAxis()
self.candle_stick_series = QCandlestickSeries()
self.candle_stick_series.setIncreasingColor(Qt.red)
self.candle_stick_series.setDecreasingColor(Qt.blue)
self.moving_average_series = QLineSeries()
self.top_edge_series = QScatterSeries()
self.bottom_edge_series = QScatterSeries()
self.trend_lines = []
self.short_top_trend_series = QLineSeries()
self.short_bottom_trend_series = QLineSeries()
self.long_top_trend_series = QLineSeries()
self.long_bottom_trend_series = QLineSeries()
self.trend_lines.append(self.short_top_trend_series)
self.trend_lines.append(self.short_bottom_trend_series)
self.trend_lines.append(self.long_top_trend_series)
self.trend_lines.append(self.long_bottom_trend_series)
self.chart_view.chart().addSeries(self.candle_stick_series)
self.chart_view.chart().addSeries(self.moving_average_series)
self.chart_view.chart().addSeries(self.top_edge_series)
self.chart_view.chart().addSeries(self.bottom_edge_series)
self.chart_view.chart().addSeries(self.short_top_trend_series)
self.chart_view.chart().addSeries(self.long_top_trend_series)
self.chart_view.chart().addSeries(self.short_bottom_trend_series)
self.chart_view.chart().addSeries(self.long_bottom_trend_series)
self.chart_view.chart().addAxis(self.price_time_axis, Qt.AlignBottom)
self.chart_view.chart().addAxis(self.price_axis, Qt.AlignLeft)
self.chart_view.chart().legend().hide()
self.chart_view.setRenderHint(QPainter.Antialiasing)
self.set_marker_color()
self.set_trend_line_pen()
def set_trend_line_pen(self):
brushes = [
QBrush(QColor(255, 0, 0, 90)),
QBrush(QColor(0, 0, 255, 90)),
QBrush(QColor(205, 56, 47, 255)),
QBrush(QColor(0, 153, 213, 255))
]
for i, tl in enumerate(self.trend_lines):
tl.setPen(QPen(brushes[i], 4, Qt.DotLine))
def set_marker_color(self):
self.top_edge_series.setPen(Qt.black)
self.top_edge_series.setBrush(QBrush(QColor(255, 0, 255, 90)))
self.bottom_edge_series.setPen(Qt.black)
self.bottom_edge_series.setBrush(QBrush(QColor(0, 255, 255, 90)))
def set_datetime(self, d):
self.chart_datetime = d
self.datetime_range = (d.timestamp() * 1000,
d.replace(hour=23, minute=59).timestamp() *
1000)
start_time = QDateTime()
until_time = QDateTime()
start_time.setDate(QDate(d.year, d.month, d.day))
until_time.setDate(QDate(d.year, d.month, d.day))
start_time.setTime(QTime(9, 0))
until_time.setTime(QTime(16, 0))
self.price_time_axis.setRange(start_time, until_time)
def attach(self):
self.price_time_axis.setTickCount(7)
self.candle_stick_series.attachAxis(self.price_time_axis)
self.candle_stick_series.attachAxis(self.price_axis)
self.moving_average_series.attachAxis(self.price_time_axis)
self.moving_average_series.attachAxis(self.price_axis)
self.top_edge_series.attachAxis(self.price_time_axis)
self.top_edge_series.attachAxis(self.price_axis)
self.bottom_edge_series.attachAxis(self.price_time_axis)
self.bottom_edge_series.attachAxis(self.price_axis)
self.short_top_trend_series.attachAxis(self.price_time_axis)
self.short_top_trend_series.attachAxis(self.price_axis)
self.long_top_trend_series.attachAxis(self.price_time_axis)
self.long_top_trend_series.attachAxis(self.price_axis)
self.short_bottom_trend_series.attachAxis(self.price_time_axis)
self.short_bottom_trend_series.attachAxis(self.price_axis)
self.long_bottom_trend_series.attachAxis(self.price_time_axis)
self.long_bottom_trend_series.attachAxis(self.price_axis)
def in_datetime_range(self, q):
return self.datetime_range[0] < q < self.datetime_range[1]
def clear_series_data(self):
self.candle_stick_series.clear()
self.moving_average_series.clear()
self.top_edge_series.clear()
self.bottom_edge_series.clear()
self.short_top_trend_series.clear()
self.long_top_trend_series.clear()
self.short_bottom_trend_series.clear()
self.long_bottom_trend_series.clear()
def get_chart_view(self):
return self.chart_view
def add_moving_average(self, q, price):
if self.in_datetime_range(q):
self.moving_average_series.append(q, price)
def add_candle_stick(self, q, o, h, l, c):
if self.in_datetime_range(q):
self.candle_stick_series.append(QCandlestickSet(o, h, l, c, q))
def set_price_range(self, price_min, price_max):
self.price_axis.setRange(price_min, price_max)
tick_count = int(
math.ceil((price_max - price_min) / price_min * 100. / 2.0))
self.price_axis.setTickCount(tick_count if tick_count + 1 > 2 else 2)
def add_top_edge(self, q, price):
if self.in_datetime_range(q):
self.top_edge_series.append(q, price)
def add_bottom_edge(self, q, price):
if self.in_datetime_range(q):
self.bottom_edge_series.append(q, price)
def add_short_top_trend(self, q, price, draw_horizontal=False):
if self.in_datetime_range(q):
if draw_horizontal:
self.short_top_trend_series.append(q, price)
if self.name == 'yesterday':
self.short_top_trend_series.append(self.datetime_range[1],
price)
else:
self.short_top_trend_series.append(self.datetime_range[0],
price)
else:
self.short_top_trend_series.append(q, price)
def add_long_top_trend(self, q, price, draw_horizontal=False):
if self.in_datetime_range(q):
if draw_horizontal:
self.long_top_trend_series.append(q, price)
if self.name == 'yesterday':
self.long_top_trend_series.append(self.datetime_range[1],
price)
else:
self.long_top_trend_series.append(self.datetime_range[0],
price)
else:
self.long_top_trend_series.append(q, price)
def add_short_bottom_trend(self, q, price, draw_horizontal=False):
if self.in_datetime_range(q):
if draw_horizontal:
self.short_bottom_trend_series.append(q, price)
if self.name == 'yesterday':
self.short_bottom_trend_series.append(
self.datetime_range[1], price)
else:
self.short_bottom_trend_series.append(
self.datetime_range[0], price)
else:
self.short_bottom_trend_series.append(q, price)
def add_long_bottom_trend(self, q, price, draw_horizontal=False):
if self.in_datetime_range(q):
if draw_horizontal:
self.long_bottom_trend_series.append(q, price)
if self.name == 'yesterday':
self.long_bottom_trend_series.append(
self.datetime_range[1], price)
else:
self.long_bottom_trend_series.append(
self.datetime_range[0], price)
else:
self.long_bottom_trend_series.append(q, price)
from PyQt5.QtCore import Qt
from PyQt5.Qt import QMainWindow, QApplication, QColor, QDateTime, QIODevice, QFile, QPainter
from PyQt5.QtChart import QChart, QChartView, QLineSeries, QCandlestickSeries, QCandlestickSet
from candlestickdatareader import CandlestickDataReader
# example qtcharts/examples/candlestickchart tranlated in python
if __name__ == '__main__':
import sys
app = QApplication(sys.argv)
# [1]
acmeSeries = QCandlestickSeries()
acmeSeries.setName("Acme Ltd")
acmeSeries.setIncreasingColor(QColor("light green"))
acmeSeries.setDecreasingColor(QColor("red"))
# [1]
# [2] load the data
acmeData = QFile("acme_data.txt")
if not acmeData.open(QIODevice.ReadOnly | QIODevice.Text):
sys.exit(1)
categories = []
dataReader = CandlestickDataReader(acmeData)
while not dataReader.atEnd():
line = dataReader.read_candlestick_set()
if line is not None:
acmeSeries.append(line)
categories.append(
QDateTime.fromMSecsSinceEpoch(line.timestamp()).toString("dd"))
class CTViewPair(QWidget):
def __init__(self,
CTMain=None,
exchange=None,
base_curr=None,
curr_curr=None,
chart_lookback=None,
chart_interval=None,
order_book_depth=None):
super().__init__()
self._CTMain = CTMain
self._exchange = exchange
self._base_curr = base_curr
self._curr_curr = curr_curr
self._chart_lookback = chart_lookback
self._chart_interval = chart_interval
self._order_book_depth = order_book_depth
if self._exchange is None:
self._exchange = CTMain._settings['Initial Market View Exchange']
if self._base_curr is None:
self._base_curr = CTMain._settings[
'Initial Market View Base Currency']
if self._curr_curr is None:
self._curr_curr = CTMain._settings[
'Initial Market View Quote Currency']
if self._chart_lookback is None:
self._chart_lookback = CTMain._settings[
'Initial Market View Chart Lookback']
if self._chart_interval is None:
self._chart_interval = CTMain._settings[
'Initial Market View Chart Interval']
if self._order_book_depth is None:
self._order_book_depth = CTMain._settings[
'Default Order Book Depth']
if 'Fusion' in QStyleFactory.keys():
self.change_style('Fusion')
self._layout = QGridLayout()
self._order_book_widget = CTOrderBook(self._CTMain, None, None, None,
None, self._order_book_depth)
self.CandlestickSeries = QCandlestickSeries()
self.CandlestickSeries.setIncreasingColor(Qt.green)
self.CandlestickSeries.setDecreasingColor(Qt.red)
self.VolumeBarSeries = QCandlestickSeries()
self.VolumeBarSeries.setBodyWidth(1.0)
self.VolumeBarSeries.setIncreasingColor(Qt.green)
self.VolumeBarSeries.setDecreasingColor(Qt.red)
# self._chart_view = CTChartView(self)
# self._chart_view_volume = QChartView(self)
# self._chart_view_volume.chart().legend().setVisible(False)
exchanges = self._CTMain._Crypto_Trader.trader.keys()
self._dropdown_exchange = Dropdown(exchanges, self._exchange)
self._dropdown_exchange.activated[str].connect(
self.refresh_dropdown_exchange_change)
base_codes = sorted(self._CTMain._Crypto_Trader.trader[
self._exchange]._active_markets.keys())
self._dropdown_base_curr = Dropdown(base_codes, self._base_curr)
self._dropdown_base_curr.activated[str].connect(
self.refresh_dropdown_base_change)
curr_codes = sorted(self._CTMain._Crypto_Trader.trader[
self._exchange]._active_markets[self._base_curr].keys())
self._dropdown_curr_curr = Dropdown(curr_codes, self._curr_curr)
self._dropdown_curr_curr.activated[str].connect(
self.refresh_dropdown_curr_change)
# label_lookback = QLabel("Lookback:")
# self._chart_dropdown_lookback = Dropdown(
# list(self._CTMain._settings['Chart Lookback Window']),
# self._chart_lookback
# )
# self._chart_dropdown_lookback.currentTextChanged.connect(self.draw_chart)
# label_interval = QLabel("Interval:")
# self._chart_dropdown_interval = Dropdown(
# list(self._CTMain._settings['Chart Interval']),
# self._chart_interval
# )
# self._chart_dropdown_interval.currentTextChanged.connect(self.draw_chart)
self._market_symbol = self._CTMain._Crypto_Trader.get_market_symbol(
self._exchange, self._base_curr, self._curr_curr)
self._trade_widget = CTTradeWidget(self._CTMain, self._exchange,
self._base_curr, self._curr_curr,
self._market_symbol)
self._open_orders_widget = CTOpenOrdersWidget(self._CTMain,
self._exchange,
self._market_symbol)
self._recent_trades_widget = CTRecentTradesWidget(
self._CTMain, self._exchange, self._base_curr, self._curr_curr,
self._market_symbol)
self.refresh_dropdown_exchange_change(self._exchange, self._base_curr,
self._curr_curr)
label_exchange = QLabel("&Exchange:")
label_exchange.setBuddy(self._dropdown_exchange)
label_base_curr = QLabel("&Base:")
label_base_curr.setBuddy(self._dropdown_base_curr)
label_curr_curr = QLabel("&Currency:")
label_curr_curr.setBuddy(self._dropdown_curr_curr)
self._debug_button = QPushButton()
self._debug_button.setText("Debug")
self._debug_button.clicked.connect(self.debug)
top_layout = QHBoxLayout()
top_layout.addWidget(label_exchange)
top_layout.addWidget(self._dropdown_exchange)
top_layout.addWidget(label_base_curr)
top_layout.addWidget(self._dropdown_base_curr)
top_layout.addWidget(label_curr_curr)
top_layout.addWidget(self._dropdown_curr_curr)
# top_layout.addWidget(label_lookback)
# top_layout.addWidget(self._chart_dropdown_lookback)
# top_layout.addWidget(label_interval)
# top_layout.addWidget(self._chart_dropdown_interval)
top_layout.addWidget(self._debug_button)
top_layout.addStretch(1)
self._layout.addLayout(top_layout, 0, 0, 1, 10)
self._splitter_top = QSplitter(Qt.Horizontal)
self._splitter_left = QSplitter(Qt.Vertical)
self._splitter_left.addWidget(self._order_book_widget)
self._splitter_left.addWidget(self._recent_trades_widget)
self._splitter_left.addWidget(self._trade_widget)
self._splitter_left.setSizes([500, 100, 100])
self._splitter_right = QSplitter(Qt.Vertical)
# self._splitter_right.addWidget(self._chart_view)
# self._splitter_right.addWidget(self._chart_view_volume)
self._splitter_right.addWidget(self._open_orders_widget)
self._splitter_right.setSizes([500, 100, 100])
self._splitter_top.addWidget(self._splitter_left)
self._splitter_top.addWidget(self._splitter_right)
window_width = self._CTMain.frameGeometry().width()
self._splitter_top.setSizes(
[round(0.3 * window_width),
round(0.7 * window_width)])
self._layout.addWidget(self._splitter_top, 1, 0, 9, 10)
self.setLayout(self._layout)
self.show()
def refresh_dropdown_exchange_change(self,
exchange,
default_base=None,
default_curr=None):
self._exchange = exchange
if default_base is None:
default_base = self._dropdown_base_curr.currentText
if default_curr is None:
default_curr = self._dropdown_curr_curr.currentText
base_codes = sorted(
list(self._CTMain._Crypto_Trader.trader[exchange]._active_markets))
self._dropdown_base_curr.clear()
self._dropdown_base_curr.addItems(base_codes)
if default_base not in base_codes:
default_base = base_codes[0]
self._dropdown_base_curr.setCurrentText(default_base)
self.refresh_dropdown_base_change(default_base, default_curr)
def refresh_dropdown_base_change(self, base_curr, default_curr=None):
self._base_curr = base_curr
if default_curr is None:
default_curr = self._dropdown_curr_curr.currentText
curr_codes = sorted(
list(self._CTMain._Crypto_Trader.trader[
self._exchange]._active_markets[base_curr]))
self._dropdown_curr_curr.clear()
self._dropdown_curr_curr.addItems(curr_codes)
if default_curr not in curr_codes:
default_curr = curr_codes[0]
self._dropdown_curr_curr.setCurrentText(default_curr)
self.refresh_dropdown_curr_change(default_curr)
def refresh_dropdown_curr_change(self, curr_curr):
self._curr_curr = curr_curr
self._market_symbol = self._CTMain._Crypto_Trader.get_market_symbol(
self._exchange, self._base_curr, curr_curr)
self.initiate_widgets()
@staticmethod
def change_style(style_name):
QApplication.setStyle(QStyleFactory.create(style_name))
@staticmethod
def debug():
import ipdb
ipdb.set_trace()
# def refresh(self):
# t = threading.Thread(target = self.refresh_widgets)
# t.start()
# t.join(1)
def initiate_widgets(self):
self._order_book_widget.refresh_order_book(self._exchange,
self._market_symbol,
self._base_curr,
self._curr_curr)
self._trade_widget.update_currencies(self._exchange, self._base_curr,
self._curr_curr,
self._market_symbol)
self._open_orders_widget.update_market(self._exchange,
self._market_symbol)
self._recent_trades_widget.update_market(self._exchange,
self._base_curr,
self._curr_curr,
self._market_symbol)
# self.draw_chart()
def draw_chart(self):
exchange = self._exchange
market_symbol = self._market_symbol
interval_name = self._chart_dropdown_interval.currentText()
lookback_name = self._chart_dropdown_lookback.currentText()
interval = self._CTMain._settings['Chart Interval'][interval_name]
lookback = self._CTMain._settings['Chart Lookback Window'][
lookback_name]
load_chart = self._CTMain._Crypto_Trader.trader[
exchange].load_chart_data(market_symbol, interval, lookback)
self.CandlestickSeries.clear()
self.VolumeBarSeries.clear()
ch_min = load_chart[0][3]
ch_max = load_chart[0][2]
t_min = load_chart[0][0]
t_max = load_chart[0][0]
v_max = load_chart[0][6]
for point in load_chart:
candle = CTCandlestickSet(timestamp=point[0] * 1000,
c_open=point[1],
c_high=point[2],
c_low=point[3],
c_close=point[4],
volume=point[5],
base_volume=point[6],
base_curr=self._base_curr,
curr_curr=self._curr_curr,
parent=self)
self.CandlestickSeries.append(candle)
ch_min = min(ch_min, point[3])
ch_max = max(ch_max, point[2])
t_min = min(t_min, point[0])
t_max = max(t_max, point[0])
v_max = max(v_max, point[6])
min_y = max(0, ch_min - 0.15 * (ch_max - ch_min))
max_y = ch_max + 0.1 * (ch_max - ch_min)
max_volume = 0
for point in load_chart:
# high = min_y + 0.1 * (max_y - min_y) * point[6] / v_max
# low = min_y
v_low = 0
v_high = point[6]
max_volume = max(max_volume, point[6])
if point[4] >= point[1]:
v_open = v_low
v_close = v_high
else:
v_open = v_high
v_close = v_low
volume_candle = QCandlestickSet(v_open, v_high, v_low, v_close,
point[0] * 1000, self)
self.VolumeBarSeries.append(volume_candle)
if not self._chart_view._chart_loaded:
self._chart_view.chart.addSeries(self.CandlestickSeries)
self._chart_view_volume.chart().addSeries(self.VolumeBarSeries)
self._chart_view._chart_loaded = True
axis_x = QDateTimeAxis()
axis_x.setFormat("dd-MM-yyyy h:mm")
axis_x.setRange(datetime.fromtimestamp(int(t_min) - 30 * interval),
datetime.fromtimestamp(int(t_max) + 30 * interval))
self._chart_view.chart.setAxisX(axis_x, self.CandlestickSeries)
axis_y = QValueAxis()
axis_y.setRange(min_y, max_y)
self._chart_view.chart.setAxisY(axis_y, self.CandlestickSeries)
axis_x2 = QDateTimeAxis()
axis_x2.setFormat("dd-MM-yyyy h:mm")
axis_x2.setRange(datetime.fromtimestamp(int(t_min) - 30 * interval),
datetime.fromtimestamp(int(t_max) + 30 * interval))
self._chart_view_volume.chart().setAxisX(axis_x2, self.VolumeBarSeries)
axis_y2 = QValueAxis()
axis_y2.setRange(0, max_volume)
self._chart_view_volume.chart().setAxisY(axis_y2, self.VolumeBarSeries)
class KLineChartView(QChartView):
# QCandlestickSeries的hovered的信号响应后传递日期出去
candles_hovered = pyqtSignal(bool, str)
def __init__(self, data: pd.DataFrame):
super(KLineChartView, self).__init__()
self.setRenderHint(QPainter.Antialiasing) # 抗锯齿
self._chart = QChart()
self._series = QCandlestickSeries()
self._stocks = data
self._category = list()
self._count = None
self.init_chart()
self._zero_value = (0, self._chart.axisY().min())
self._max_value = (len(self._chart.axisX().categories()),
self._chart.axisY().max())
self._zero_point = self._chart.mapToPosition(
QPointF(self._zero_value[0], self._zero_value[1]))
self._max_point = self._chart.mapToPosition(
QPointF(self._max_value[0], self._max_value[1]))
# 计算x轴单个cate的宽度，用来处理横线不能画到边界
self._cate_width = (self._max_point.x() - self._zero_point.x()) / len(
self._category)
self._series.hovered.connect(self.on_series_hovered)
def on_series_hovered(self, status, candles_set):
trade_date = time.strftime('%Y%m%d',
time.localtime(candles_set.timestamp()))
self.candles_hovered.emit(status, trade_date)
def set_name(self, name):
self._series.setName(name)
def clear_series_values(self):
self._series.clear()
self._chart.axisY().setRange(0, 10)
self._chart.axisX().setCategories(list())
self._stocks = None
def add_series_values(self, data: pd.DataFrame, is_init=False):
self._stocks = data
self._category = self._stocks['trade_date']
self._count = len(self._category)
for _, stock in self._stocks.iterrows():
time_p = datetime.datetime.strptime(stock['trade_date'], '%Y%m%d')
time_p = float(time.mktime(time_p.timetuple()))
_set = QCandlestickSet(float(stock['open']), float(stock['high']),
float(stock['low']), float(stock['close']),
time_p, self._series)
self._series.append(_set)
if not is_init:
self._stocks = data
self._category = self._stocks['trade_date']
axis_x = self._chart.axisX()
axis_y = self._chart.axisY()
axis_x.setCategories(self._category)
max_p = self._stocks[['high', 'low']].stack().max()
min_p = self._stocks[['high', 'low']].stack().min()
axis_y.setRange(min_p * 0.99, max_p * 1.01)
self._zero_value = (0, self._chart.axisY().min())
self._max_value = (len(self._chart.axisX().categories()),
self._chart.axisY().max())
# 计算x轴单个cate的宽度，用来处理横线不能画到边界
self._cate_width = (self._max_point.x() -
self._zero_point.x()) / len(self._category)
def resizeEvent(self, event):
super(KLineChartView, self).resizeEvent(event)
self._zero_point = self._chart.mapToPosition(
QPointF(self._zero_value[0], self._zero_value[1]))
self._max_point = self._chart.mapToPosition(
QPointF(self._max_value[0], self._max_value[1]))
self._cate_width = (self._max_point.x() - self._zero_point.x()) / len(
self._category)
def max_point(self):
return QPointF(self._max_point.x() + self._cate_width / 2,
self._max_point.y())
def min_point(self):
return QPointF(self._zero_point.x() - self._cate_width / 2,
self._zero_point.y())
def init_chart(self):
self._chart.setAnimationOptions(QChart.SeriesAnimations)
self._series.setIncreasingColor(QColor(Qt.red))
self._series.setDecreasingColor(QColor(Qt.green))
self._series.setName(self._stocks['name'].iloc[0])
self.add_series_values(self._stocks, True)
self._chart.addSeries(self._series)
self._chart.createDefaultAxes()
self._chart.setLocalizeNumbers(True)
axis_x = self._chart.axisX()
axis_y = self._chart.axisY()
axis_x.setGridLineVisible(False)
axis_y.setGridLineVisible(False)
axis_x.setCategories(self._category)
axis_x.setLabelsVisible(False)
axis_x.setVisible(False)
max_p = self._stocks[['high', 'low']].stack().max()
min_p = self._stocks[['high', 'low']].stack().min()
axis_y.setRange(min_p * 0.99, max_p * 1.01)
# chart的图例
legend = self._chart.legend()
# 设置图例由Series来决定样式
legend.setMarkerShape(QLegend.MarkerShapeFromSeries)
self.setChart(self._chart)
# 设置外边界全部为0
self._chart.layout().setContentsMargins(0, 0, 0, 0)
# 设置内边界的bottom为0
margins = self._chart.margins()
self._chart.setMargins(QMargins(margins.left(), 0, margins.right(), 0))
# 设置背景区域无圆角
self._chart.setBackgroundRoundness(0)
class MainWindow(QMainWindow):
def __init__(self, data, parent=None):
super().__init__(parent)
self.data = data
self.centralwidget = QWidget(self)
self.centralwidget.setObjectName("centralwidget")
self.label = QLabel(self.centralwidget)
self.label.setGeometry(QRect(0, 0, 261, 31))
font = QtGui.QFont()
font.setFamily("Consolas")
font.setPointSize(18)
self.label.setFont(font)
self.label.setTextFormat(Qt.AutoText)
self.label.setObjectName("label")
self.series = QCandlestickSeries()
self.series.setDecreasingColor(Qt.red)
self.series.setIncreasingColor(Qt.green)
self.ma5 = qc.QLineSeries()
self.tm = []
self.chart = QChart()
self.chart.addSeries(self.series) # candle
self.chart.addSeries(self.ma5) # ma5 line
self.chart.createDefaultAxes()
self.chart.legend().hide()
self.chart.axisX(self.series).setCategories(self.tm)
self.chart.axisX(self.ma5).setVisible(False)
self.chartview = QChartView(self.chart)
self.setGeometry(50, 50, 500, 300)
self.setCentralWidget(self.chartview)
def append_data_and_plot(self, d):
"""Append and update the plot"""
num, o, h, l, c, m = d
ax1 = self.chart.axisX(self.ma5)
ay1 = self.chart.axisY(self.ma5)
xmin = xmax = num
ymin = ymax = m
step = 10
offset = 100
for p in self.ma5.pointsVector()[-step:]:
xmin = min(p.x(), xmin)
xmax = max(p.x(), xmax)
ymin = min(p.y(), ymin) - offset
ymax = max(p.y(), ymax) + offset
xmin = max(0, xmax - step)
ax1.setMin(xmin)
ax1.setMax(xmax)
ay1.setMin(ymin)
ay1.setMax(ymax)
self.ma5.append(QPointF(num, m))
self.tm.append(str(num))
self.series.append(QCandlestickSet(o, h, l, c))
ax2 = self.chart.axisX(self.series)
ax2.setCategories(self.tm)
ax2.setMin(str(xmin))
ax2.setMax(str(xmax))
ay2 = self.chart.axisY(self.series)
ay2.setMin(ymin)
ay2.setMax(ymax)
class Ui_MainWindow(object):
start = ('2021-01-01')
end = datetime.datetime.now()
df = web.DataReader('AAPL', 'yahoo', start=start, end=end)
def setupUi(self, MainWindow):
MainWindow.setObjectName("MainWindow")
MainWindow.resize(1025, 770)
self.centralwidget = QtWidgets.QWidget(MainWindow)
self.centralwidget.setObjectName("centralwidget")
self.splitter = QtWidgets.QSplitter(self.centralwidget)
self.splitter.setGeometry(QtCore.QRect(10, 595, 500, 41))
self.splitter.setOrientation(QtCore.Qt.Horizontal)
self.splitter.setObjectName("splitter")
self.qLineEdit = QtWidgets.QLineEdit(self.splitter)
MainWindow.setCentralWidget(self.centralwidget)
self.qLineEdit.setObjectName("lineEdit")
self.graphicsView = PlotWidget(self.centralwidget)
self.graphicsView.setGeometry(QtCore.QRect(10, 20, 1000, 550))
self.graphicsView.setObjectName("graphicsView")
self.graphicsView.setBackground('w')
self.graphicsView.setLabel(
'left',
"<span style=\"color:black;font-size:30px\">Dollars</span>")
self.graphicsView.setLabel(
'bottom', "<span style=\"color:black;font-size:30px\">Date</span>")
self.split = QtWidgets.QSplitter(self.centralwidget)
self.split.setGeometry(QtCore.QRect(10, 695, 800, 41))
self.split.setOrientation(QtCore.Qt.Horizontal)
self.split.setObjectName("splitter2")
self.split2 = QtWidgets.QSplitter(self.centralwidget)
self.split2.setGeometry(QtCore.QRect(10, 645, 800, 41))
self.split2.setOrientation(QtCore.Qt.Horizontal)
self.split2.setObjectName("splitter3")
self.series = QCandlestickSeries()
self.series.setDecreasingColor(Qt.red)
self.series.setIncreasingColor(Qt.green)
self.searchButton = QtWidgets.QPushButton(self.splitter)
font = QtGui.QFont()
font.setPointSize(8)
font.setBold(True)
font.setWeight(75)
self.searchButton.setFont(font)
self.searchButton.setObjectName("searchButton")
self.fiveDayMA = QtWidgets.QCheckBox(self.split)
self.fiveDayMA.setFont(font)
self.fiveDayMA.setObjectName("fiveDayMA")
self.tenDayMA = QtWidgets.QCheckBox(self.split)
self.tenDayMA.setFont(font)
self.tenDayMA.setObjectName("oneMonthMA")
self.twentyDayMA = QtWidgets.QCheckBox(self.split)
self.twentyDayMA.setFont(font)
self.twentyDayMA.setObjectName("twoMonthMA")
self.oneMonthMA = QtWidgets.QCheckBox(self.split)
self.oneMonthMA.setFont(font)
self.oneMonthMA.setObjectName("threeMonthMA")
self.oneDayButton = QtWidgets.QPushButton(self.split2)
self.oneDayButton.setFont(font)
self.oneDayButton.setObjectName("oneDayButton")
self.oneMonthButton = QtWidgets.QPushButton(self.split2)
self.oneMonthButton.setFont(font)
self.oneMonthButton.setObjectName("oneMonthButton")
MainWindow.setCentralWidget(self.centralwidget)
self.threeMonthButton = QtWidgets.QPushButton(self.split2)
self.threeMonthButton.setFont(font)
self.threeMonthButton.setObjectName("threeMonthButton")
MainWindow.setCentralWidget(self.centralwidget)
self.oneYearButton = QtWidgets.QPushButton(self.split2)
self.oneYearButton.setFont(font)
self.oneYearButton.setObjectName("oneYearButton")
MainWindow.setCentralWidget(self.centralwidget)
self.fiveYearButton = QtWidgets.QPushButton(self.split2)
self.fiveYearButton.setFont(font)
self.fiveYearButton.setObjectName("fiveYearButton")
MainWindow.setCentralWidget(self.centralwidget)
self.maxButton = QtWidgets.QPushButton(self.split2)
self.maxButton.setFont(font)
self.maxButton.setObjectName("maxButton")
MainWindow.setCentralWidget(self.centralwidget)
self.menubar = QtWidgets.QMenuBar(MainWindow)
self.menubar.setGeometry(QtCore.QRect(0, 0, 497, 21))
self.menubar.setObjectName("menubar")
MainWindow.setMenuBar(self.menubar)
self.statusbar = QtWidgets.QStatusBar(MainWindow)
self.statusbar.setObjectName("statusbar")
MainWindow.setStatusBar(self.statusbar)
self.retranslateUi(MainWindow)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
self.oneDayButton.clicked.connect(lambda: self.one_day_clicked())
self.oneMonthButton.clicked.connect(lambda: self.one_month_clicked())
self.threeMonthButton.clicked.connect(
lambda: self.three_months_clicked())
self.oneYearButton.clicked.connect(lambda: self.one_year_clicked())
self.fiveYearButton.clicked.connect(lambda: self.five_years_clicked())
self.searchButton.clicked.connect(lambda: self.search_button_clicked())
self.maxButton.clicked.connect(lambda: self.max_clicked())
self.fiveDayMA.clicked.connect(
lambda: self.five_day_ma_clicked(self.fiveDayMA.isChecked()))
self.tenDayMA.clicked.connect(
lambda: self.ten_day_ma_clicked(self.tenDayMA.isChecked()))
self.twentyDayMA.clicked.connect(
lambda: self.twenty_day_ma_clicked(self.twentyDayMA.isChecked()))
self.oneMonthMA.clicked.connect(
lambda: self.one_month_ma_clicked(self.oneMonthMA.isChecked()))
def retranslateUi(self, MainWindow):
_translate = QtCore.QCoreApplication.translate
MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
self.searchButton.setText(_translate("MainWindow", "Search"))
self.oneDayButton.setText(_translate("MainWindow", "1 day"))
self.oneMonthButton.setText(_translate("MainWindow", "1 Month"))
self.threeMonthButton.setText(_translate("MainWindow", "3 Months"))
self.oneYearButton.setText(_translate("MainWindow", "1 Year"))
self.fiveYearButton.setText(_translate("MainWindow", "5 Years"))
self.maxButton.setText(_translate("MainWindow", "Max"))
self.fiveDayMA.setText(_translate("MainWindow", "5 Days MA"))
self.tenDayMA.setText(_translate("MainWindow", "10 Days MA"))
self.twentyDayMA.setText(_translate("MainWindow", "20 days MA"))
self.oneMonthMA.setText(_translate("MainWindow", "1 Month MA"))
def search_button_clicked(self):
self.graphicsView.clear()
self.start = datetime.datetime(2020, 5, 11)
self.end = datetime.datetime.now()
self.df = web.DataReader(self.qLineEdit.text(), 'yahoo', self.start,
self.end)
stock = self.qLineEdit.text()
stock = stock.upper() + " Stock"
self.graphicsView.plot(self.df['Adj Close'], label='AAPL', pen=pen)
self.graphicsView.setTitle(stock)
def one_day_clicked(self):
self.graphicsView.clear()
global start, end, df
start = datetime.datetime(2020, 5, 11)
end = datetime.datetime.now()
df = web.DataReader(self.qLineEdit.text(), 'yahoo', start, end)
stock = self.qLineEdit.text()
stock = stock.upper() + " Stock"
self.graphicsView.plot(df['Adj Close'], pen=pen)
def one_month_clicked(self):
self.graphicsView.clear()
global start, end, df
start = datetime.datetime(2020, 4, 1)
end = datetime.datetime.now()
df = web.DataReader(self.qLineEdit.text(), 'yahoo', start, end)
self.graphicsView.plot(df['Adj Close'], pen=pen)
def three_months_clicked(self):
self.graphicsView.clear()
global start, end, df
start = datetime.datetime(2020, 2, 1)
end = datetime.datetime.now()
df = web.DataReader(self.qLineEdit.text(), 'yahoo', start, end)
self.graphicsView.plot(df['Adj Close'], pen=pen)
def one_year_clicked(self):
self.graphicsView.clear()
global start, end, df
start = datetime.datetime(2019, 1, 1)
end = datetime.datetime.now()
df = web.DataReader(self.qLineEdit.text(), 'yahoo', start, end)
self.graphicsView.plot(df['Adj Close'], pen=pen)
def five_years_clicked(self):
self.graphicsView.clear()
global start, end, df
start = datetime.datetime(2015, 1, 1)
end = datetime.datetime.now()
df = web.DataReader(self.qLineEdit.text(), 'yahoo', start, end)
self.graphicsView.plot(df['Adj Close'], pen=pen)
def max_clicked(self):
self.graphicsView.clear()
global start, end, df
start = datetime.datetime(1990, 1, 1)
end = datetime.datetime.now()
df = web.DataReader(self.qLineEdit.text(), 'yahoo', start, end)
self.graphicsView.plot(df['Adj Close'], pen=pen)
def five_day_ma_clicked(self, chx):
pen2 = pg.mkPen(color=(255, 0, 0))
if chx:
#self.graphicsView.clear()
df['SMA_5'] = df.iloc[:, 1].rolling(window=5).mean()
df.fillna(0, inplace=True)
self.graphicsView.plot(df['Adj Close'], pen=pen)
self.graphicsView.plot(df['SMA_5'], label="5 Day MA", pen=pen2)
else:
self.graphicsView.clear()
#if self.tenDayMA.isChecked():
# self.graphicsView.plot(df['SMA_10'])
#elif self.twentyDayMA.isChecked():
# self.graphicsView.plot(df['SMA_20'])
#elif self.oneMonthMA.isChecked():
# self.graphicsView.plot(df['SMA_30'])
self.graphicsView.plot(df['Adj Close'], pen=pen)
def check(self):
if self.tenDayMA.isChecked() and self.twentyDayMA.isChecked(
) and self.fiveDayMA.ischecked() and self.oneMonthMA.isChecked():
self.graphicsView.plot(df['SMA_5'])
self.graphicsView.plot(df['SMA_10'])
self.graphicsView.plot(df['SMA_20'])
self.graphicsView.plot(df['SMA_30'])
if self.tenDayMA.isChecked() and self.twentyDayMA.isChecked(
) and self.oneMonthMA.isChecked():
self.graphicsView.plot(df['SMA_10'])
self.graphicsView.plot(df['SMA_20'])
self.graphicsView.plot(df['SMA_30'])
def ten_day_ma_clicked(self, chx):
pen3 = pg.mkPen(color=(0, 0, 255))
if chx:
#self.graphicsView.clear()
df['SMA_10'] = df.iloc[:, 1].rolling(window=10).mean()
df.fillna(0, inplace=True)
self.graphicsView.plot(df['Adj Close'], pen=pen)
self.graphicsView.plot(df['SMA_10'], label="10 Day MA", pen=pen3)
else:
self.graphicsView.clear()
self.graphicsView.plot(df['Adj Close'], pen=pen)
def twenty_day_ma_clicked(self, chx):
pen4 = pg.mkPen(color=(0, 128, 0))
if chx:
#self.graphicsView.clear()
df['SMA_15'] = df.iloc[:, 1].rolling(window=15).mean()
df.fillna(0, inplace=True)
self.graphicsView.plot(df['Adj Close'], pen=pen)
self.graphicsView.plot(df['SMA_15'], pen=pen4)
else:
self.graphicsView.clear()
self.graphicsView.plot(df['Adj Close'], pen=pen)
def one_month_ma_clicked(self, chx):
pen5 = pg.mkPen(color=(255, 165, 0))
if chx:
#self.graphicsView.clear()
df['SMA_20'] = df.iloc[:, 1].rolling(window=20).mean()
df.fillna(0, inplace=True)
print(df.head(40))
self.graphicsView.plot(df['Adj Close'], pen=pen)
self.graphicsView.plot(df['SMA_20'], label="3 Month MA", pen=pen5)
else:
self.graphicsView.clear()
self.graphicsView.plot(df['Adj Close'], pen=pen)
def clear(self):
self.graphicsView.clear()
def __drawChart(self): ##绘制图表
self.chart.removeAllSeries() #删除所有序列
self.chart.setTitle("股票日线图--" + self.ui.tabWidget.tabText(0))
## 1. 创建蜡烛图
seriesCandle = QCandlestickSeries()
seriesCandle.setName("蜡烛图")
seriesCandle.setIncreasingColor(Qt.red) #暴涨
seriesCandle.setDecreasingColor(Qt.darkGreen) #暴跌
visible = self.ui.chkBox_Outline.isChecked()
seriesCandle.setBodyOutlineVisible(visible)
seriesCandle.setCapsVisible(self.ui.chkBox_Caps.isChecked())
self.chart.addSeries(seriesCandle)
seriesCandle.attachAxis(self.__axisX)
seriesCandle.attachAxis(self.__axisY)
seriesCandle.clicked.connect(self.do_candleClicked)
seriesCandle.hovered.connect(self.do_candleHovered)
## 2. 创建MA曲线
pen = QPen()
pen.setWidth(2)
seriesMA1 = QLineSeries() #不能使用QSplineSeries
seriesMA1.setName("MA5")
pen.setColor(Qt.magenta)
seriesMA1.setPen(pen)
self.chart.addSeries(seriesMA1)
seriesMA1.attachAxis(self.__axisX)
seriesMA1.attachAxis(self.__axisY)
seriesMA2 = QLineSeries()
seriesMA2.setName("MA10")
pen.setColor(Qt.yellow)
seriesMA2.setPen(pen)
self.chart.addSeries(seriesMA2)
seriesMA2.attachAxis(self.__axisX)
seriesMA2.attachAxis(self.__axisY)
seriesMA3 = QLineSeries()
seriesMA3.setName("MA20")
pen.setColor(Qt.cyan)
seriesMA3.setPen(pen)
self.chart.addSeries(seriesMA3)
seriesMA3.attachAxis(self.__axisX)
seriesMA3.attachAxis(self.__axisY)
seriesMA4 = QLineSeries()
seriesMA4.setName("MA60")
pen.setColor(Qt.green) #green
seriesMA4.setPen(pen)
self.chart.addSeries(seriesMA4)
seriesMA4.attachAxis(self.__axisX)
seriesMA4.attachAxis(self.__axisY)
## 3. 填充数据到序列
dataRowCount = self.itemModel.rowCount() #数据点个数
for i in range(dataRowCount):
dateStr = self.itemModel.item(i, 0).text() #日期字符串，如"2017/02/03"
dateValue = QDate.fromString(dateStr, "yyyy/MM/dd") #QDate
dtValue = QDateTime(dateValue) #日期时间 QDateTime
timeStamp = dtValue.toMSecsSinceEpoch() #毫秒数
oneCandle = QCandlestickSet() #QCandlestickSet
oneCandle.setOpen(float(self.itemModel.item(i, 1).text())) #开盘
oneCandle.setHigh(float(self.itemModel.item(i, 2).text())) #最高
oneCandle.setLow(float(self.itemModel.item(i, 3).text())) #最低
oneCandle.setClose(float(self.itemModel.item(i, 4).text())) #收盘
oneCandle.setTimestamp(timeStamp) #时间戳
seriesCandle.append(oneCandle) #添加到序列
M1 = float(self.itemModel.item(i, 5).text())
M2 = float(self.itemModel.item(i, 6).text())
M3 = float(self.itemModel.item(i, 7).text())
M4 = float(self.itemModel.item(i, 8).text())
seriesMA1.append(timeStamp, M1)
seriesMA2.append(timeStamp, M2)
seriesMA3.append(timeStamp, M3)
seriesMA4.append(timeStamp, M4)
## 4. 设置坐标轴范围
minDateStr = self.itemModel.item(0, 0).text() #日期字符串，如"2017/02/03"
minDate = QDate.fromString(minDateStr, "yyyy/MM/dd") #QDate
minDateTime = QDateTime(minDate) #最小日期时间,QDateTime
maxDateStr = self.itemModel.item(dataRowCount - 1,
0).text() #日期字符串，如"2017/05/03"
maxDate = QDate.fromString(maxDateStr, "yyyy/MM/dd")
maxDateTime = QDateTime(maxDate) #最大日期时间
self.__axisX.setRange(minDateTime, maxDateTime) #日期时间范围
dateFormat = self.ui.comboDateFormat.currentText() #格式，如"MM-dd"
self.__axisX.setFormat(dateFormat) #标签格式
self.__axisY.applyNiceNumbers() #自动
for marker in self.chart.legend().markers(): #QLegendMarker类型列表
marker.clicked.connect(self.do_LegendMarkerClicked)
from PyQt5 import QtChart as qc
data = (
(1, 7380, 7520, 7380, 7510, 7324),
(2, 7520, 7580, 7410, 7440, 7372),
(3, 7440, 7650, 7310, 7520, 7434),
(4, 7450, 7640, 7450, 7550, 7480),
(5, 7510, 7590, 7460, 7490, 7502),
(6, 7500, 7590, 7480, 7560, 7512),
(7, 7560, 7830, 7540, 7800, 7584),
)
app = QApplication(sys.argv)
#
series = QCandlestickSeries()
series.setDecreasingColor(Qt.red)
series.setIncreasingColor(Qt.green)
ma5 = qc.QLineSeries() # 5-days average data line
tm = [] # stores str type data
# in a loop, series and ma5 append corresponding data
for num, o, h, l, c, m in data:
series.append(QCandlestickSet(o, h, l, c))
ma5.append(QPointF(num, m))
tm.append(str(num))
chart = QChart()
chart.addSeries(series) # candle
chart.addSeries(ma5) # ma5 line