Add a downsampled line-curve support to `BarItems`
In effort to start getting some graphics speedups as detailed in #109, this adds a `FastAppendCurve`to every `BarItems` as a `._ds_line` which is only displayed (instead of the normal mult-line bars curve) when the "width" of a bar is indistinguishable on screen from a line -> so once the view coordinates map to > 2 pixels on the display device. `BarItems.maybe_paint_line()` takes care of this scaling detection logic and is called by the associated view's `.sigXRangeChanged` signal handler.marketstore_backup
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ff8b17f492
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6a644d2f45
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@ -36,6 +36,7 @@ from ..log import get_logger
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from ._style import _min_points_to_show
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from ._editors import SelectRect
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from . import _event
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from ._ohlc import BarItems
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log = get_logger(__name__)
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@ -429,6 +430,12 @@ class ChartView(ViewBox):
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def maxmin(self, callback: Callable) -> None:
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self._maxmin = callback
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def maybe_downsample_graphics(self):
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for graphic in self._chart._graphics.values():
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if isinstance(graphic, BarItems):
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graphic.maybe_paint_line()
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def wheelEvent(
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self,
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ev,
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@ -775,6 +782,15 @@ class ChartView(ViewBox):
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'''
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vb.sigXRangeChanged.connect(vb._set_yrange)
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# TODO: a smarter way to avoid calling this needlessly?
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# 2 things i can think of:
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# - register downsample-able graphics specially and only
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# iterate those.
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# - only register this when certain downsampleable graphics are
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# "added to scene".
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vb.sigXRangeChanged.connect(vb.maybe_downsample_graphics)
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# mouse wheel doesn't emit XRangeChanged
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vb.sigRangeChangedManually.connect(vb._set_yrange)
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vb.sigResized.connect(vb._set_yrange) # splitter(s) resizing
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@ -29,6 +29,10 @@ from PyQt5.QtCore import QLineF, QPointF
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from .._profile import pg_profile_enabled
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from ._style import hcolor
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from ..log import get_logger
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log = get_logger(__name__)
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def _mk_lines_array(
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@ -170,8 +174,10 @@ def gen_qpath(
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class BarItems(pg.GraphicsObject):
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"""Price range bars graphics rendered from a OHLC sequence.
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"""
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'''
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"Price range" bars graphics rendered from a OHLC sampled sequence.
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'''
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sigPlotChanged = QtCore.pyqtSignal(object)
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# 0.5 is no overlap between arms, 1.0 is full overlap
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@ -183,11 +189,15 @@ class BarItems(pg.GraphicsObject):
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plotitem: 'pg.PlotItem', # noqa
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pen_color: str = 'bracket',
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last_bar_color: str = 'bracket',
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) -> None:
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super().__init__()
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name: Optional[str] = None,
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) -> None:
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super().__init__()
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# XXX: for the mega-lulz increasing width here increases draw
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# latency... so probably don't do it until we figure that out.
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self._color = pen_color
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self.bars_pen = pg.mkPen(hcolor(pen_color), width=1)
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self.last_bar_pen = pg.mkPen(hcolor(last_bar_color), width=2)
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@ -219,15 +229,20 @@ class BarItems(pg.GraphicsObject):
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self.start_index: int = 0
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self.stop_index: int = 0
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self._in_ds: bool = False
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def draw_from_data(
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self,
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data: np.ndarray,
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start: int = 0,
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) -> QtGui.QPainterPath:
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"""Draw OHLC datum graphics from a ``np.ndarray``.
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'''
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Draw OHLC datum graphics from a ``np.ndarray``.
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This routine is usually only called to draw the initial history.
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"""
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'''
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hist, last = data[:-1], data[-1]
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self.path = gen_qpath(hist, start, self.w)
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@ -249,14 +264,28 @@ class BarItems(pg.GraphicsObject):
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# https://doc.qt.io/qt-5/qgraphicsitem.html#update
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self.update()
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from ._curve import FastAppendCurve
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self._ds_line = FastAppendCurve(
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y=data['close'],
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x=data['index'],
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name='ohlc_ds_line',
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color=self._color,
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# use_polyline=True, # pretty sure this is slower?
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)
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self.update_from_array(data)
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self._pi.addItem(self._ds_line)
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self._ds_line.hide()
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return self.path
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def update_from_array(
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self,
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array: np.ndarray,
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just_history=False,
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) -> None:
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"""Update the last datum's bar graphic from input data array.
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'''
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Update the last datum's bar graphic from input data array.
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This routine should be interface compatible with
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``pg.PlotCurveItem.setData()``. Normally this method in
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@ -266,7 +295,16 @@ class BarItems(pg.GraphicsObject):
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does) so this "should" be simpler and faster.
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This routine should be made (transitively) as fast as possible.
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"""
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'''
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# XXX: always do this?
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if self._in_ds:
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self._ds_line.update_from_array(
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x=array['index'],
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y=array['close'],
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)
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return
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# index = self.start_index
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istart, istop = self._xrange
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@ -400,14 +438,59 @@ class BarItems(pg.GraphicsObject):
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)
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def maybe_paint_line(
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self,
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x_gt: float = 2.,
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) -> bool:
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'''
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Call this when you want to stop drawing individual
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bars and instead use a ``FastAppendCurve`` intepolation
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line (normally when the width of a bar (aka 1.0 in the x)
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is less then a pixel width on the device).
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'''
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# this is the ``float`` value of the "number of x units" (in
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# view coords) that a pixel spans.
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xs_in_px = self.pixelVectors()[0].x()
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if (
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not self._in_ds
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and xs_in_px >= x_gt
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):
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# TODO: a `.ui()` log level?
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log.info(f'downsampling to line graphic')
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self._in_ds = True
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self.hide()
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self._pi.addItem(self._ds_line)
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self._ds_line.show()
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return True
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elif (
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self._in_ds
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and xs_in_px < x_gt
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):
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log.info(f'showing bars graphic')
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self._in_ds = False
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self.show()
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self._ds_line.hide()
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self._pi.removeItem(self._ds_line)
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return False
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def paint(
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self,
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p: QtGui.QPainter,
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opt: QtWidgets.QStyleOptionGraphicsItem,
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w: QtWidgets.QWidget
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) -> None:
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profiler = pg.debug.Profiler(disabled=not pg_profile_enabled())
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if self._in_ds:
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return
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profiler = pg.debug.Profiler(
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disabled=not pg_profile_enabled(),
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delayed=False,
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)
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# p.setCompositionMode(0)
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@ -424,3 +507,14 @@ class BarItems(pg.GraphicsObject):
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p.setPen(self.bars_pen)
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p.drawPath(self.path)
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profiler('draw history path')
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profiler.finish()
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# NOTE: for testing paint frequency as throttled by display loop.
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# now = time.time()
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# global _last_draw
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# print(f'DRAW RATE {1/(now - _last_draw)}')
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# _last_draw = now
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# import time
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# _last_draw: float = time.time()
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