WIP incremental render apis
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						90b9c12d25
					
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			@ -290,9 +290,9 @@ class FastAppendCurve(pg.GraphicsObject):
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        # XXX: lol brutal, the internals of `CurvePoint` (inherited by
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        # our `LineDot`) required ``.getData()`` to work..
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        self.xData = x
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        self.yData = y
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        self._x, self._y = x, y
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        # self.xData = x
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        # self.yData = y
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        # self._x, self._y = x, y
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        if view_range:
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            profiler(f'view range slice {view_range}')
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			@ -328,7 +328,7 @@ class FastAppendCurve(pg.GraphicsObject):
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            # x_last = x_iv[-1]
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            # y_last = y_iv[-1]
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            self._last_vr = view_range
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            # self._last_vr = view_range
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            # self.disable_cache()
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            # flip_cache = True
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			@ -435,7 +435,6 @@ def graphics_update_cycle(
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                for curve_name, flow in vlm_chart._flows.items():
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                    if not flow.render:
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                        print(f'skipping flow {curve_name}?')
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                        continue
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                    update_fsp_chart(
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			@ -22,6 +22,7 @@ graphics primitives with underlying FSP related data structures for fast
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incremental update.
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'''
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from __future__ import annotations
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from typing import (
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    Optional,
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    Callable,
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			@ -36,8 +37,16 @@ from ..data._sharedmem import (
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    ShmArray,
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    # attach_shm_array
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)
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from ._ohlc import BarItems
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from ._ohlc import (
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    BarItems,
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    gen_qpath,
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)
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from ._curve import (
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    FastAppendCurve,
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)
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from ._compression import (
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    ohlc_flatten,
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)
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# class FlowsTable(msgspec.Struct):
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#     '''
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			@ -48,6 +57,20 @@ from ._ohlc import BarItems
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#     '''
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#     flows: dict[str, np.ndarray] = {}
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# @classmethod
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# def from_token(
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#     cls,
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#     shm_token: tuple[
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#         str,
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#         str,
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#         tuple[str, str],
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#     ],
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# ) -> Renderer:
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#     shm = attach_shm_array(token)
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#     return cls(shm)
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class Flow(msgspec.Struct):  # , frozen=True):
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    '''
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			@ -61,16 +84,28 @@ class Flow(msgspec.Struct):  # , frozen=True):
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    '''
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    name: str
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    plot: pg.PlotItem
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    graphics: pg.GraphicsObject
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    _shm: ShmArray
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    is_ohlc: bool = False
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    render: bool = True  # toggle for display loop
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    graphics: pg.GraphicsObject
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    _last_uppx: float = 0
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    _in_ds: bool = False
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    _graphics_tranform_fn: Optional[Callable[ShmArray, np.ndarray]] = None
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    # map from uppx -> (downsampled data, incremental graphics)
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    _render_table: dict[
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        Optional[int],
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        tuple[Renderer, pg.GraphicsItem],
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    ] = {}
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    # TODO: hackery to be able to set a shm later
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    # but whilst also allowing this type to hashable,
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    # likely will require serializable token that is used to attach
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    # to the underlying shm ref after startup?
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    _shm: Optional[ShmArray] = None  # currently, may be filled in "later"
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    # _shm: Optional[ShmArray] = None  # currently, may be filled in "later"
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    # last read from shm (usually due to an update call)
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    _last_read: Optional[np.ndarray] = None
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			@ -219,7 +254,7 @@ class Flow(msgspec.Struct):  # , frozen=True):
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        '''
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        # shm read and slice to view
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        xfirst, xlast, array, ivl, ivr, in_view = self.read()
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        read = xfirst, xlast, array, ivl, ivr, in_view = self.read()
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        if (
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            not in_view.size
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			@ -227,10 +262,48 @@ class Flow(msgspec.Struct):  # , frozen=True):
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        ):
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            return self.graphics
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        array_key = array_key or self.name
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        graphics = self.graphics
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        if isinstance(graphics, BarItems):
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            # ugh, not luvin dis, should we have just a designated
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            # instance var?
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            r = self._render_table.get('src')
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            if not r:
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                r = Renderer(
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                    flow=self,
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                    draw=gen_qpath,  # TODO: rename this to something with ohlc
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                    last_read=read,
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                )
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                self._render_table['src'] = (r, graphics)
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                ds_curve_r = Renderer(
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                    flow=self,
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                    draw=gen_qpath,  # TODO: rename this to something with ohlc
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                    last_read=read,
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                    prerender_fn=ohlc_flatten,
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                )
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                # baseline "line" downsampled OHLC curve that should
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                # kick on only when we reach a certain uppx threshold.
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                self._render_table[0] = (
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                    ds_curve_r,
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                    FastAppendCurve(
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                        y=y,
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                        x=x,
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                        name='OHLC',
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                        color=self._color,
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                    ),
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                )
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            # do checks for whether or not we require downsampling:
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            # - if we're **not** downsampling then we simply want to
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            #   render the bars graphics curve and update..
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            # - if insteam we are in a downsamplig state then we to
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            #   update our pre-downsample-ready data and then pass that
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            #   new data the downsampler algo for incremental update.
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            else:
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                # do incremental update
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            graphics.update_from_array(
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                array,
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                in_view,
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			@ -239,7 +312,55 @@ class Flow(msgspec.Struct):  # , frozen=True):
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                **kwargs,
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            )
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            # generate and apply path to graphics obj
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            graphics.path, last = r.render(only_in_view=True)
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            graphics.draw_last(last)
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        else:
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            # should_ds = False
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            # should_redraw = False
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            # # downsampling incremental state checking
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            # uppx = bars.x_uppx()
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            # px_width = bars.px_width()
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            # uppx_diff = (uppx - self._last_uppx)
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            # if self.renderer is None:
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            #     self.renderer = Renderer(
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            #         flow=self,
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            # if not self._in_ds:
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            #     # in not currently marked as downsampling graphics
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            #     # then only draw the full bars graphic for datums "in
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            #     # view".
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            # # check for downsampling conditions
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            # if (
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            #     # std m4 downsample conditions
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            #     px_width
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            #     and uppx_diff >= 4
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            #     or uppx_diff <= -3
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            #     or self._step_mode and abs(uppx_diff) >= 4
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            # ):
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            #     log.info(
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            #         f'{self._name} sampler change: {self._last_uppx} -> {uppx}'
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            #     )
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            #     self._last_uppx = uppx
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            #     should_ds = True
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            # elif (
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            #     uppx <= 2
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            #     and self._in_ds
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            # ):
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            #     # we should de-downsample back to our original
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            #     # source data so we clear our path data in prep
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            #     # to generate a new one from original source data.
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            #     should_redraw = True
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            #     should_ds = False
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            array_key = array_key or self.name
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            graphics.update_from_array(
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                x=array['index'],
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                y=array[array_key],
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			@ -253,51 +374,80 @@ class Flow(msgspec.Struct):  # , frozen=True):
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        return graphics
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        # @classmethod
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        # def from_token(
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        #     cls,
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        #     shm_token: tuple[
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        #         str,
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        #         str,
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        #         tuple[str, str],
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        #     ],
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        # ) -> PathRenderer:
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class Renderer(msgspec.Struct):
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        #     shm = attach_shm_array(token)
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        #     return cls(shm)
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    flow: Flow
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    # called to render path graphics
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    draw: Callable[np.ndarray, QPainterPath]
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class PathRenderer(msgspec.Struct):
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    # called on input data but before
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    prerender_fn: Optional[Callable[ShmArray, np.ndarray]] = None
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    prepend_fn: Optional[Callable[QPainterPath, QPainterPath]] = None
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    append_fn: Optional[Callable[QPainterPath, QPainterPath]] = None
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    # last array view read
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    last_read: Optional[np.ndarray] = None
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    # output graphics rendering
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    path: Optional[QPainterPath] = None
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    last_read_src_array: np.ndarray
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    # called on input data but before
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    prerender_fn: Callable[ShmArray, np.ndarray]
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    def diff(
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        self,
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    ) -> dict[str, np.ndarray]:
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        ...
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    def update(self) -> QPainterPath:
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        '''
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        Incrementally update the internal path graphics from
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        updates in shm data and deliver the new (sub)-path
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        generated.
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        '''
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        ...
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    # def diff(
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    #     self,
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    #     latest_read: tuple[np.ndarray],
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    # ) -> tuple[np.ndarray]:
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    #     # blah blah blah
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    #     # do diffing for prepend, append and last entry
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    #     return (
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    #         to_prepend
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    #         to_append
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    #         last,
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    #     )
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    def render(
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        self,
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        # only render datums "in view" of the ``ChartView``
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        only_in_view: bool = True,
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    ) -> list[QPainterPath]:
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        '''
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        Render the current graphics path(s)
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        '''
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        ...
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        # do full source data render to path
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        xfirst, xlast, array, ivl, ivr, in_view = self.last_read
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        if only_in_view:
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            # get latest data from flow shm
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            self.last_read = (
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                xfirst, xlast, array, ivl, ivr, in_view
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            ) = self.flow.read()
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            array = in_view
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        if self.path is None or in_view:
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            # redraw the entire source data if we have either of:
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            # - no prior path graphic rendered or,
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            # - we always intend to re-render the data only in view
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            if self.prerender_fn:
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                array = self.prerender_fn(array)
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            hist, last = array[:-1], array[-1]
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            # call path render func on history
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            self.path = self.draw(hist)
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        elif self.path:
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            print(f'inremental update not supported yet {self.flow.name}')
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            # TODO: do incremental update
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            # prepend, append, last = self.diff(self.flow.read())
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            # do path generation for each segment
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            # and then push into graphics object.
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        return self.path, last
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			@ -46,7 +46,7 @@ log = get_logger(__name__)
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def bar_from_ohlc_row(
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    row: np.ndarray,
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    w: float
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    w: float = 0.43
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) -> tuple[QLineF]:
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    '''
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			@ -158,8 +158,9 @@ def path_arrays_from_ohlc(
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def gen_qpath(
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    data: np.ndarray,
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    start: int,  # XXX: do we need this?
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    w: float,
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    start: int = 0,  # XXX: do we need this?
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    # 0.5 is no overlap between arms, 1.0 is full overlap
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    w: float = 0.43,
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    path: Optional[QtGui.QPainterPath] = None,
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) -> QtGui.QPainterPath:
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			@ -310,7 +311,7 @@ class BarItems(pg.GraphicsObject):
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        self._pi.addItem(curve)
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        self._ds_line = curve
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        self._ds_xrange = (index[0], index[-1])
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        # self._ds_xrange = (index[0], index[-1])
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        # trigger render
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        # https://doc.qt.io/qt-5/qgraphicsitem.html#update
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			@ -358,7 +359,7 @@ class BarItems(pg.GraphicsObject):
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        # index = self.start_index
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        istart, istop = self._xrange
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        ds_istart, ds_istop = self._ds_xrange
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        # ds_istart, ds_istop = self._ds_xrange
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        index = ohlc['index']
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        first_index, last_index = index[0], index[-1]
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						 | 
				
			
			@ -435,9 +436,6 @@ class BarItems(pg.GraphicsObject):
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            # stop here since we don't need to update bars path any more
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            # as we delegate to the downsample line with updates.
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            profiler.finish()
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            # print('terminating early')
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            return
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        else:
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            # we should be in bars mode
 | 
			
		||||
| 
						 | 
				
			
			@ -606,7 +604,7 @@ class BarItems(pg.GraphicsObject):
 | 
			
		|||
            if flip_cache:
 | 
			
		||||
                self.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
 | 
			
		||||
 | 
			
		||||
            profiler.finish()
 | 
			
		||||
            # profiler.finish()
 | 
			
		||||
 | 
			
		||||
    def boundingRect(self):
 | 
			
		||||
        # Qt docs: https://doc.qt.io/qt-5/qgraphicsitem.html#boundingRect
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
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		Reference in New Issue