[Add] candle chart module

This commit is contained in:
vn.py 2019-07-17 15:37:53 +08:00
parent 31f017e8a4
commit 35d9cacf33
10 changed files with 653 additions and 2 deletions

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@ -0,0 +1,23 @@
from datetime import datetime
from vnpy.trader.ui import QtWidgets
from vnpy.chart import ChartWidget
from vnpy.trader.database import database_manager
from vnpy.trader.constant import Exchange, Interval
if __name__ == "__main__":
app = QtWidgets.QApplication([])
bars = database_manager.load_bar_data(
"IF88",
Exchange.CFFEX,
interval=Interval.MINUTE,
start=datetime(2019, 7, 1),
end=datetime(2019, 7, 17)
)
widget = ChartWidget()
widget.update_history(bars)
widget.show()
app.exec_()

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@ -8,7 +8,7 @@ from vnpy.trader.ui import MainWindow, create_qapp
# from vnpy.gateway.bitmex import BitmexGateway # from vnpy.gateway.bitmex import BitmexGateway
# from vnpy.gateway.futu import FutuGateway # from vnpy.gateway.futu import FutuGateway
# from vnpy.gateway.ib import IbGateway # from vnpy.gateway.ib import IbGateway
# from vnpy.gateway.ctp import CtpGateway from vnpy.gateway.ctp import CtpGateway
# from vnpy.gateway.ctptest import CtptestGateway # from vnpy.gateway.ctptest import CtptestGateway
# from vnpy.gateway.mini import MiniGateway # from vnpy.gateway.mini import MiniGateway
# from vnpy.gateway.femas import FemasGateway # from vnpy.gateway.femas import FemasGateway
@ -44,7 +44,7 @@ def main():
main_engine = MainEngine(event_engine) main_engine = MainEngine(event_engine)
# main_engine.add_gateway(BinanceGateway) # main_engine.add_gateway(BinanceGateway)
# main_engine.add_gateway(CtpGateway) main_engine.add_gateway(CtpGateway)
# main_engine.add_gateway(CtptestGateway) # main_engine.add_gateway(CtptestGateway)
# main_engine.add_gateway(MiniGateway) # main_engine.add_gateway(MiniGateway)
# main_engine.add_gateway(FemasGateway) # main_engine.add_gateway(FemasGateway)

1
vnpy/chart/__init__.py Normal file
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from .widget import ChartWidget

44
vnpy/chart/axis.py Normal file
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from typing import List
import pyqtgraph as pg
from vnpy.trader.ui import QtGui
from .manager import BarManager
AXIS_WIDTH = 0.8
AXIS_FONT = QtGui.QFont("Arial", 10, QtGui.QFont.Bold)
class DatetimeAxis(pg.AxisItem):
""""""
def __init__(self, manager: BarManager, *args, **kwargs):
""""""
super().__init__(*args, **kwargs)
self._manager: BarManager = manager
self.setPen(width=AXIS_WIDTH)
self.setStyle(tickFont=AXIS_FONT, autoExpandTextSpace=True)
def tickStrings(self, values: List[int], scale: float, spacing: int):
"""
Convert original index to datetime string.
"""
strings = []
for ix in values:
dt = self._manager.get_datetime(ix)
if not dt:
s = ""
elif dt.hour:
s = dt.strftime("%Y-%m-%d\n%H:%M:%S")
else:
s = dt.strftime("%Y-%m-%d")
strings.append(s)
return strings

9
vnpy/chart/base.py Normal file
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WHITE_COLOR = (255, 255, 255)
BLACK_COLOR = (0, 0, 0)
GREY_COLOR = (100, 100, 100)
UP_COLOR = (85, 234, 204)
DOWN_COLOR = (218, 75, 61)
PEN_WIDTH = 1
BAR_WIDTH = 0.4

9
vnpy/chart/cursor.py Normal file
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from vnpy.trader.ui import QtCore
class ChartCursor(QtCore.QObject):
""""""
def __init__(self):
""""""
pass

232
vnpy/chart/item.py Normal file
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from abc import abstractmethod
from typing import List, Dict
import pyqtgraph as pg
from vnpy.trader.ui import QtCore, QtGui, QtWidgets
from vnpy.trader.object import BarData
from .base import UP_COLOR, DOWN_COLOR, PEN_WIDTH, BAR_WIDTH
from .manager import BarManager
class ChartItem(pg.GraphicsObject):
""""""
def __init__(self, manager: BarManager):
""""""
super().__init__()
self._manager: BarManager = manager
self._bar_picutures: Dict[int, QtGui.QPicture] = {}
self._item_picuture: QtGui.QPicture = None
self._up_pen: QtGui.QPen = pg.mkPen(
color=UP_COLOR, width=PEN_WIDTH
)
self._up_brush: QtGui.QBrush = pg.mkBrush(color=UP_COLOR)
self._down_pen: QtGui.QPen = pg.mkPen(
color=DOWN_COLOR, width=PEN_WIDTH
)
self._down_brush: QtGui.QBrush = pg.mkBrush(color=DOWN_COLOR)
@abstractmethod
def _draw_bar_picture(self, ix: int, bar: BarData) -> QtGui.QPicture:
"""
Draw picture for specific bar.
"""
pass
@abstractmethod
def boundingRect(self):
"""
Get bounding rectangles for item.
"""
pass
def update_history(self, history: List[BarData]) -> BarData:
"""
Update a list of bar data.
"""
self._bar_picutures.clear()
bars = self._manager.get_all_bars()
for ix, bar in enumerate(bars):
bar_picture = self._draw_bar_picture(ix, bar)
self._bar_picutures[ix] = bar_picture
self.update()
def update_bar(self, bar: BarData) -> BarData:
"""
Update single bar data.
"""
ix = self._manager.get_index(bar.datetime)
bar_picture = self._draw_bar_picture(ix, bar)
self._bar_picutures[ix] = bar_picture
self.update()
def update(self) -> None:
"""
Refresh the item.
"""
if self.scene():
self.scene().update()
def paint(
self,
painter: QtGui.QPainter,
opt: QtWidgets.QStyleOptionGraphicsItem,
w: QtWidgets.QWidget
):
"""
Reimplement the paint method of parent class.
This function is called by external QGraphicsView.
"""
rect = opt.exposedRect
min_ix = int(rect.left())
max_ix = int(rect.right())
max_ix = min(max_ix, len(self._bar_picutures))
self._draw__item_picuture(min_ix, max_ix)
self._item_picuture.play(painter)
def _draw__item_picuture(self, min_ix: int, max_ix: int) -> None:
"""
Draw the picture of item in specific range.
"""
self._item_picuture = QtGui.QPicture()
painter = QtGui.QPainter(self._item_picuture)
for n in range(min_ix, max_ix):
bar_picture = self._bar_picutures[n]
bar_picture.play(painter)
painter.end()
def clear_all(self) -> None:
"""
Clear all data in the item.
"""
self._item_picuture = None
self._bar_picutures.clear()
self.update()
class CandleItem(ChartItem):
""""""
def __init__(self, manager: BarManager):
""""""
super().__init__(manager)
def _draw_bar_picture(self, ix: int, bar: BarData) -> QtGui.QPicture:
""""""
# Create objects
candle_picture = QtGui.QPicture()
painter = QtGui.QPainter(candle_picture)
# Set painter color
if bar.close_price >= bar.open_price:
painter.setPen(self._up_pen)
painter.setBrush(self._up_brush)
else:
painter.setPen(self._down_pen)
painter.setBrush(self._down_brush)
# Draw candle body
if bar.open_price == bar.close_price:
painter.drawLine(
QtCore.QPointF(ix - BAR_WIDTH, bar.open_price),
QtCore.QPointF(ix + BAR_WIDTH, bar.open_price),
)
else:
rect = QtCore.QRectF(
ix - BAR_WIDTH,
bar.open_price,
BAR_WIDTH * 2,
bar.close_price - bar.open_price
)
painter.drawRect(rect)
# Draw candle shadow
body_bottom = min(bar.open_price, bar.close_price)
body_top = max(bar.open_price, bar.close_price)
if bar.low_price < body_bottom:
painter.drawLine(
QtCore.QPointF(ix, bar.low_price),
QtCore.QPointF(ix, body_bottom),
)
if bar.high_price > body_top:
painter.drawLine(
QtCore.QPointF(ix, bar.high_price),
QtCore.QPointF(ix, body_top),
)
# Finish
painter.end()
return candle_picture
def boundingRect(self) -> QtCore.QRectF:
""""""
min_price, max_price = self._manager.get_price_range()
rect = QtCore.QRectF(
0,
max_price,
len(self._bar_picutures),
max_price - min_price
)
return rect
class VolumeItem(ChartItem):
""""""
def __init__(self, manager: BarManager):
""""""
super().__init__(manager)
def _draw_bar_picture(self, ix: int, bar: BarData) -> QtGui.QPicture:
""""""
# Create objects
volume_picture = QtGui.QPicture()
painter = QtGui.QPainter(volume_picture)
# Set painter color
if bar.close_price >= bar.open_price:
painter.setPen(self._up_pen)
painter.setBrush(self._up_brush)
else:
painter.setPen(self._down_pen)
painter.setBrush(self._down_brush)
# Draw volume body
rect = QtCore.QRectF(
ix - BAR_WIDTH,
0,
BAR_WIDTH * 2,
bar.volume
)
painter.drawRect(rect)
# Finish
painter.end()
return volume_picture
def boundingRect(self) -> QtCore.QRectF:
""""""
min_volume, max_volume = self._manager.get_volume_range()
rect = QtCore.QRectF(
0,
min_volume,
len(self._bar_picutures),
max_volume - min_volume
)
return rect

151
vnpy/chart/manager.py Normal file
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from typing import Dict, List, Tuple
from datetime import datetime
from functools import lru_cache
from vnpy.trader.object import BarData
class BarManager:
""""""
def __init__(self):
""""""
self._bars: Dict[datetime, BarData] = {}
self._datetime_index_map: Dict[datetime, int] = {}
self._index_datetime_map: Dict[int, datetime] = {}
def update_history(self, history: List[BarData]) -> None:
"""
Update a list of bar data.
"""
# Put all new bars into dict
for bar in history:
self._bars[bar.datetime] = bar
# Sort bars dict according to bar.datetime
self._bars = dict(sorted(self._bars.items(), key=lambda tp: tp[0]))
# Update map relationiship
ix_list = range(len(self._bars))
dt_list = self._bars.keys()
self._datetime_index_map = dict(zip(dt_list, ix_list))
self._index_datetime_map = dict(zip(ix_list, dt_list))
# Clear data range cache
self._clear_cache()
def update_bar(self, bar: BarData) -> None:
"""
Update one single bar data.
"""
dt = bar.datetime
if dt not in self._datetime_index_map:
ix = len(self._bars)
self._datetime_index_map[dt] = ix
self._index_datetime_map[ix] = dt
self.datetime_bar_map[dt] = bar
self._clear_cache()
def get_count(self) -> int:
"""
Get total number of bars.
"""
return len(self._bars)
def get_index(self, dt: datetime) -> int:
"""
Get index with datetime.
"""
return self._datetime_index_map.get(dt, None)
def get_datetime(self, ix: int) -> datetime:
"""
Get datetime with index.
"""
return self._index_datetime_map.get(ix, None)
def get_bar(self, ix: int) -> BarData:
"""
Get bar data with index.
"""
dt = self._index_datetime_map.get(ix, None)
if not dt:
return None
return self._bars[dt]
def get_all_bars(self) -> List[BarData]:
"""
Get all bar data.
"""
return list(self._bars.values())
@lru_cache(maxsize=99999)
def get_price_range(self, min_ix: int = None, max_ix: int = None) -> Tuple[float, float]:
"""
Get price range to show within given index range.
"""
if not self._bars:
return 0, 1
if not min_ix:
min_ix = 0
max_ix = len(self._bars) - 1
else:
max_ix = min(max_ix, self.get_count())
bar_list = list(self._bars.values())[min_ix:max_ix + 1]
first_bar = bar_list[0]
max_price = first_bar.high_price
min_price = first_bar.low_price
for bar in bar_list[1:]:
max_price = max(max_price, bar.high_price)
min_price = min(min_price, bar.low_price)
return min_price, max_price
@lru_cache(maxsize=99999)
def get_volume_range(self, min_ix: int = None, max_ix: int = None) -> Tuple[float, float]:
"""
Get volume range to show within given index range.
"""
if not self._bars:
return 0, 1
if not min_ix:
min_ix = 0
max_ix = len(self._bars) - 1
max_ix = min(max_ix, self.get_count())
bar_list = list(self._bars.values())[min_ix:max_ix + 1]
first_bar = bar_list[0]
max_volume = first_bar.volume
min_volume = 0
for bar in bar_list[1:]:
max_volume = max(max_volume, bar.volume)
return min_volume, max_volume
def _clear_cache(self) -> None:
"""
Clear lru_cache range data.
"""
self.get_price_range.cache_clear()
self.get_volume_range.cache_clear()
def clear_all(self) -> None:
"""
Clear all data in manager.
"""
self._bars.clear()
self._datetime_index_map.clear()
self._index_datetime_map.clear()
self._clear_cache()

179
vnpy/chart/widget.py Normal file
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from typing import List
import pyqtgraph as pg
from vnpy.trader.ui import QtGui, QtWidgets
from vnpy.trader.object import BarData
from .manager import BarManager
from .base import GREY_COLOR
from .axis import DatetimeAxis, AXIS_FONT
from .item import CandleItem, VolumeItem, ChartItem
class ChartWidget(pg.PlotWidget):
""""""
MIN_BAR_COUNT = 100
def __init__(self, parent: QtWidgets.QWidget = None):
""""""
super().__init__(parent)
self._manager: BarManager = BarManager()
self._plots: List[ChartItem] = []
self._items: List[pg.GraphicsObject] = []
self._max_ix: int = 0
self._bar_count: int = 0
self.init_ui()
def init_ui(self) -> None:
""""""
self._layout = pg.GraphicsLayout()
self._layout.setContentsMargins(10, 10, 10, 10)
self._layout.setSpacing(0)
self._layout.setBorder(color=GREY_COLOR, width=0.8)
self._layout.setZValue(0)
self.setCentralItem(self._layout)
self._x_axis = DatetimeAxis(self._manager, orientation='bottom')
self.init_candle()
self.init_volume()
self._volume_plot.setXLink(self._candle_plot)
def new_plot(self) -> None:
""""""
plot = pg.PlotItem(axisItems={'bottom': self._x_axis})
plot.setMenuEnabled(False)
plot.setClipToView(True)
plot.hideAxis('left')
plot.showAxis('right')
plot.setDownsampling(mode='peak')
plot.setRange(xRange=(0, 1), yRange=(0, 1))
plot.hideButtons()
view = plot.getViewBox()
view.sigXRangeChanged.connect(self._change_plot_y_range)
view.setMouseEnabled(x=True, y=False)
right_axis = plot.getAxis('right')
right_axis.setWidth(60)
right_axis.setStyle(tickFont=AXIS_FONT)
return plot
def init_candle(self) -> None:
"""
Initialize candle plot.
"""
self._candle_item = CandleItem(self._manager)
self._items.append(self._candle_item)
self._candle_plot = self.new_plot()
self._candle_plot.addItem(self._candle_item)
self._candle_plot.setMinimumHeight(80)
self._candle_plot.hideAxis('bottom')
self._plots.append(self._candle_plot)
self._layout.nextRow()
self._layout.addItem(self._candle_plot)
def init_volume(self) -> None:
"""
Initialize bar plot.
"""
self._volume_item = VolumeItem(self._manager)
self._items.append(self._volume_item)
self._volume_plot = self.new_plot()
self._volume_plot.addItem(self._volume_item)
self._volume_plot.setMinimumHeight(80)
self._plots.append(self._volume_plot)
self._layout.nextRow()
self._layout.addItem(self._volume_plot)
def clear_all(self) -> None:
"""
Clear all data.
"""
self._manager.clear_all()
for item in self._items:
item.clear_all()
def update_history(self, history: List[BarData]) -> None:
"""
Update a list of bar data.
"""
self._manager.update_history(history)
for item in self._items:
item.update_history(history)
self._update_plot_range()
def update_bar(self, bar: BarData) -> None:
"""
Update single bar data.
"""
self._manager.update_bar(bar)
for item in self.items:
item.update_bar(bar)
self._update_plot_range()
def _update_plot_range(self) -> None:
"""
Update the range of plots.
"""
max_ix = self._max_ix
min_ix = self._max_ix - self._bar_count
# Update limit and range for x-axis
for plot in self._plots:
plot.setLimits(
xMin=-self.MIN_BAR_COUNT,
xMax=self._manager.get_count()
)
plot.setRange(
xRange=(min_ix, max_ix),
padding=0
)
# Update limit for y-axis
min_price, max_price = self._manager.get_price_range()
self._candle_plot.setLimits(yMin=min_price, yMax=max_price)
min_volume, max_volume = self._manager.get_volume_range()
self._volume_plot.setLimits(yMin=min_volume, yMax=max_volume)
def _change_plot_y_range(self) -> None:
"""
Reset the y-axis range of plots.
"""
view = self._candle_plot.getViewBox()
view_range = view.viewRange()
min_ix = max(0, int(view_range[0][0]))
max_ix = min(self._manager.get_count(), int(view_range[0][1]))
price_range = self._manager.get_price_range(min_ix, max_ix)
self._candle_plot.setRange(yRange=price_range)
volume_range = self._manager.get_volume_range(min_ix, max_ix)
self._volume_plot.setRange(yRange=volume_range)
def paintEvent(self, event: QtGui.QPaintEvent) -> None:
"""
Reimplement this method of parent to update current max_ix value.
"""
view = self._candle_plot.getViewBox()
view_range = view.viewRange()
self._max_ix = max(0, view_range[0][1])
super().paintEvent(event)

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@ -22,6 +22,9 @@ def extract_vt_symbol(vt_symbol: str):
def generate_vt_symbol(symbol: str, exchange: Exchange): def generate_vt_symbol(symbol: str, exchange: Exchange):
"""
return vt_symbol
"""
return f"{symbol}.{exchange.value}" return f"{symbol}.{exchange.value}"