perf: replace the Plotly snap marker with a projected DOM overlay

Orbiting and the snap preview felt far behind the cursor. Measured in the
page: a single Plotly.restyle on a gl3d plot costs about 90 ms even for a
one-trace figure, so every marker update stalled the scene and the marker
trailed the mouse; each one also queued another redraw while the user was
dragging.

The marker is now a pointer-events-none div positioned by projecting the
snapped world point through glplot.cameraParams (validated: the camera
centre lands at the canvas centre), updated with one style write and
re-projected on plotly_relayout so it stays glued to the target during
orbit. No plotly calls at all on the hover path - 200 mouse-move events
now cost 0 restyles - and the empty hover trace is gone from the figure.

Also logs the WebGL renderer once (via the console bridge) since hardware
acceleration decides how smooth orbit feels and is otherwise invisible.
This commit is contained in:
smillmorel 2026-09-16 20:52:40 -04:00
commit 1b0620a392
5 changed files with 145 additions and 93 deletions

View file

@ -19,7 +19,7 @@ Strict one-way MVVM + services: `views → viewmodels → services → core`.
- `core/` (entities: `project.py`, `geometry/`, `materials/`, `sections/`, `loads/`, `analysis/`, `catalog/`): stdlib + numpy + pydantic only. **No Qt, no openseespy. Period.** - `core/` (entities: `project.py`, `geometry/`, `materials/`, `sections/`, `loads/`, `analysis/`, `catalog/`): stdlib + numpy + pydantic only. **No Qt, no openseespy. Period.**
- `services/` (`opensees_runner.py`, `persistence.py`, `results.py`, ...): may use core + h5py + openseespy. **No Qt.** - `services/` (`opensees_runner.py`, `persistence.py`, `results.py`, ...): may use core + h5py + openseespy. **No Qt.**
- `views/`: PySide6/pyvistaqt only. **No direct `import openseespy`** — go through a service. - `views/`: PySide6/pyvistaqt only. **No direct `import openseespy`** — go through a service.
- `views/canvas3d/` (**PyVista/VTK**, default) and `views/canvas_plotly/` (plotly.js in a `QWebEngineView`) are two backends for the same central 3D view. Both satisfy the `CanvasBackend` protocol in `views/canvas_base.py`, share one `SelectionState` owned by `MainWindow`, and are swapped live via **Options → Canvas Backend** (persisted in `QSettings` under `canvas/backend`). `MainWindow._activate_canvas` keeps both widgets in a `QStackedWidget` — never destroy a canvas mid-session (VTK leaves dangling make-current callbacks). Backend-specific gaps are declared by `CanvasCapabilities` (e.g. Plotly has no force-diagram overlay or video export yet); gate UI on `canvas.capabilities`, never on the backend name. `canvas_plotly/trace_builder.py` is pure (no Qt, no pyvista) and unit-tested headless. `PlotlyCanvas` pushes with `Plotly.react`, which resets scene attributes the layout omits: data-only pushes pass `preserveView` so `html.py` carries the live camera and padded axis ranges forward, and the hover/snap marker is restyled only when its visible state changes (a restyle per hover event redraws per mouse move until the stack blows). Regression tests: `tests/gui/test_plotly_view_preservation.py`, `tests/gui/test_plotly_hover.py`. - `views/canvas3d/` (**PyVista/VTK**, default) and `views/canvas_plotly/` (plotly.js in a `QWebEngineView`) are two backends for the same central 3D view. Both satisfy the `CanvasBackend` protocol in `views/canvas_base.py`, share one `SelectionState` owned by `MainWindow`, and are swapped live via **Options → Canvas Backend** (persisted in `QSettings` under `canvas/backend`). `MainWindow._activate_canvas` keeps both widgets in a `QStackedWidget` — never destroy a canvas mid-session (VTK leaves dangling make-current callbacks). Backend-specific gaps are declared by `CanvasCapabilities` (e.g. Plotly has no force-diagram overlay or video export yet); gate UI on `canvas.capabilities`, never on the backend name. `canvas_plotly/trace_builder.py` is pure (no Qt, no pyvista) and unit-tested headless. `PlotlyCanvas` pushes with `Plotly.react`, which resets scene attributes the layout omits: data-only pushes pass `preserveView` so `html.py` carries the live camera and padded axis ranges forward, and never re-send `scene.camera`. The snap-hover marker is a `pointer-events-none` DOM overlay positioned by projecting the target through `glplot.cameraParams` — **not** a trace, because a gl3d `Plotly.restyle` costs ~90 ms per call (measured, even for one trace), which made the marker lag behind the cursor and stall orbiting. Regression tests: `tests/gui/test_plotly_view_preservation.py`, `tests/gui/test_plotly_hover.py`.
- `views/canvas3d/style.py` (`RenderStyle`) is the single source of truth for colours/sizes on **both** backends; renderers must read it rather than hard-coding a colour. The `STYLE_FIELDS` subset is user-editable via **Options → Plot Properties…** (`views/dialogs/plot_properties.py`), previews live through `MainWindow.set_plot_style(..., persist=False)`, and persists as JSON in `QSettings` under `plot/props`. - `views/canvas3d/style.py` (`RenderStyle`) is the single source of truth for colours/sizes on **both** backends; renderers must read it rather than hard-coding a colour. The `STYLE_FIELDS` subset is user-editable via **Options → Plot Properties…** (`views/dialogs/plot_properties.py`), previews live through `MainWindow.set_plot_style(..., persist=False)`, and persists as JSON in `QSettings` under `plot/props`.
- `viewmodels/` bridges core↔Qt (signals, `QUndoStack`); `commands/` holds `QUndoCommand` subclasses. - `viewmodels/` bridges core↔Qt (signals, `QUndoStack`); `commands/` holds `QUndoCommand` subclasses.
- Rules: public functions need type hints + docstring; new domain entities go through Pydantic validation; ops >50 ms run off the GUI thread (`AnalysisWorker` in QThread, cancel via `isInterruptionRequested()`, results cross threads as lightweight `ResultsHandle` to HDF5). - Rules: public functions need type hints + docstring; new domain entities go through Pydantic validation; ops >50 ms run off the GUI thread (`AnalysisWorker` in QThread, cancel via `isInterruptionRequested()`, results cross threads as lightweight `ResultsHandle` to HDF5).

View file

@ -38,6 +38,12 @@ _PAGE = """<!DOCTYPE html>
<style> <style>
html, body { height: 100%; margin: 0; padding: 0; overflow: hidden; background: #f5f7fb; } html, body { height: 100%; margin: 0; padding: 0; overflow: hidden; background: #f5f7fb; }
#plot { width: 100%; height: 100%; } #plot { width: 100%; height: 100%; }
#otko-snap-marker {
position: fixed; display: none; width: 13px; height: 13px; z-index: 5;
margin: 0; pointer-events: none; border-radius: 50%;
background: #ffd900; border: 1px solid #8a6d00;
transform: translate(-50%, -50%);
}
.modebar { display: none !important; } .modebar { display: none !important; }
</style> </style>
</head> </head>
@ -49,7 +55,6 @@ _PAGE = """<!DOCTYPE html>
var bridge = null; var bridge = null;
var snapEnabled = false; var snapEnabled = false;
var handlersReady = false; var handlersReady = false;
var hoverIndex = -1;
var config = { var config = {
responsive: true, responsive: true,
@ -69,44 +74,73 @@ _PAGE = """<!DOCTYPE html>
return data && data.meta ? data.meta.kind : null; return data && data.meta ? data.meta.kind : null;
} }
function findHover() {
var gd = document.getElementById('plot');
hoverIndex = -1;
if (!gd || !gd.data) return;
for (var i = 0; i < gd.data.length; i++) {
var meta = gd.data[i] && gd.data[i].meta;
if (meta && meta.kind === 'hover') { hoverIndex = i; break; }
}
// A freshly pushed figure has an empty hover marker again.
hoverShown = false;
hoverPoint = null;
}
// --- snap-target marker ------------------------------------------------ // --- snap-target marker ------------------------------------------------
// Updated synchronously but only when the visual state actually changes. // A pointer-events-none DOM dot positioned by projecting the snapped world
// Restyling on every hover/unhover made the plot redraw per mouse move, // point through gl-plot3d's own camera matrices. It deliberately is *not* a
// which re-fired hover and ended in a runaway redraw loop (RangeError: // plotly trace: Plotly.restyle on a gl3d plot costs ~90 ms even for a single
// Maximum call stack size exceeded, frozen canvas). Timers were avoided // trace, so a trace marker lagged far behind the cursor and stalled orbiting.
// deliberately: WebEngine throttles them to ~1 s when the page is not // A projection plus one style write is a few microseconds.
// compositing, which made the preview lag. var snapPoint = null;
var hoverShown = false; var snapMarker = null;
var hoverPoint = null;
function samePoint(a, b) { function snapMarkerElement() {
return !!a && !!b && a[0] === b[0] && a[1] === b[1] && a[2] === b[2]; if (!snapMarker) {
snapMarker = document.createElement('div');
snapMarker.id = 'otko-snap-marker';
document.body.appendChild(snapMarker);
}
return snapMarker;
} }
function setHoverMarker(point) { function mat4Multiply(a, b) {
var want = snapEnabled ? point : null; var out = new Array(16);
if (samePoint(want, hoverPoint) && !!want === hoverShown) return; for (var col = 0; col < 4; col++) {
if (!want && !hoverShown) { hoverPoint = null; return; } for (var row = 0; row < 4; row++) {
hoverPoint = want; var sum = 0;
hoverShown = !!want; for (var k = 0; k < 4; k++) { sum += a[k * 4 + row] * b[col * 4 + k]; }
if (hoverIndex < 0) return; out[col * 4 + row] = sum;
var x = want ? [want[0]] : []; }
var y = want ? [want[1]] : []; }
var z = want ? [want[2]] : []; return out;
Plotly.restyle('plot', { x: [x], y: [y], z: [z] }, [hoverIndex]); }
function projectToClient(point) {
var gd = document.getElementById('plot');
var scene = gd && gd._fullLayout ? gd._fullLayout.scene._scene : null;
var params = scene && scene.glplot ? scene.glplot.cameraParams : null;
if (!params) return null;
var matrix = mat4Multiply(
mat4Multiply(params.projection, params.view), params.model
);
var x = point[0], y = point[1], z = point[2];
var clipW = matrix[3] * x + matrix[7] * y + matrix[11] * z + matrix[15];
if (!isFinite(clipW) || Math.abs(clipW) < 1e-9) return null;
var clipX = matrix[0] * x + matrix[4] * y + matrix[8] * z + matrix[12];
var clipY = matrix[1] * x + matrix[5] * y + matrix[9] * z + matrix[13];
var canvas = scene.glplot.canvas;
var ratio = scene.glplot.pixelRatio || 1;
var localX = ((clipX / clipW) * 0.5 + 0.5) * canvas.width / ratio;
var localY = (1 - ((clipY / clipW) * 0.5 + 0.5)) * canvas.height / ratio;
if (localX < 0 || localY < 0 || localX > canvas.clientWidth || localY > canvas.clientHeight) {
return null; // off-screen target
}
var rect = canvas.getBoundingClientRect();
return [rect.left + localX, rect.top + localY];
}
function setSnapMarker(point) {
var marker = snapMarkerElement();
snapPoint = snapEnabled ? point : null;
if (!snapPoint) { marker.style.display = 'none'; return; }
var position = projectToClient(snapPoint);
if (!position) { marker.style.display = 'none'; return; }
marker.style.left = position[0] + 'px';
marker.style.top = position[1] + 'px';
marker.style.display = 'block';
}
function refreshSnapMarker() {
if (snapPoint) setSnapMarker(snapPoint);
} }
// --- view preservation ------------------------------------------------- // --- view preservation -------------------------------------------------
@ -178,8 +212,8 @@ _PAGE = """<!DOCTYPE html>
mergeView(fig, job.preserve ? currentView() : null); mergeView(fig, job.preserve ? currentView() : null);
Plotly.react('plot', fig.data, fig.layout, config).then(function () { Plotly.react('plot', fig.data, fig.layout, config).then(function () {
findHover();
installHandlers(); installHandlers();
logRendererOnce();
}, function (err) { }, function (err) {
if (window.console) console.error('otko: react failed', err); if (window.console) console.error('otko: react failed', err);
}).then(function () { }).then(function () {
@ -188,6 +222,24 @@ _PAGE = """<!DOCTYPE html>
}); });
} }
// One-off diagnostic: whether WebGL is hardware-accelerated decides how
// smooth orbiting feels, and it is invisible from Python otherwise.
var loggedRenderer = false;
function logRendererOnce() {
if (loggedRenderer) return;
loggedRenderer = true;
try {
var canvas = document.createElement('canvas');
var gl = canvas.getContext('webgl') || canvas.getContext('experimental-webgl');
if (!gl) { if (window.console) console.warn('otko: WebGL unavailable'); return; }
var info = gl.getExtension('WEBGL_debug_renderer_info');
var name = info ? gl.getParameter(info.UNMASKED_RENDERER_WEBGL) : gl.getParameter(gl.RENDERER);
if (window.console) console.warn('otko: WebGL renderer = ' + name);
} catch (err) {
if (window.console) console.warn('otko: WebGL probe failed: ' + err.message);
}
}
window.otkoUpdate = function (payloadJson, preserveView) { window.otkoUpdate = function (payloadJson, preserveView) {
pendingUpdate = { payload: payloadJson, preserve: !!preserveView }; pendingUpdate = { payload: payloadJson, preserve: !!preserveView };
runUpdate(); runUpdate();
@ -218,16 +270,20 @@ _PAGE = """<!DOCTYPE html>
var pts = ev.points || []; var pts = ev.points || [];
if (!pts.length) return; if (!pts.length) return;
var p = pts[0]; var p = pts[0];
if (kindOf(p) !== 'snap') { setHoverMarker(null); return; } if (kindOf(p) !== 'snap') { setSnapMarker(null); return; }
var c = p.customdata; var c = p.customdata;
if (c) setHoverMarker([c[0], c[1], c[2]]); if (c) setSnapMarker([c[0], c[1], c[2]]);
}); });
// Orbit/zoom moves the world point on screen: re-project so the marker
// stays glued to the target without a plotly redraw.
gd.on('plotly_relayout', function () { refreshSnapMarker(); });
gd.on('plotly_unhover', function () { gd.on('plotly_unhover', function () {
// Nothing can be visible unless snapping is armed, so stay out of the // Nothing can be visible unless snapping is armed, so stay out of the
// redraw path entirely for ordinary mouse movement. // redraw path entirely for ordinary mouse movement.
if (!snapEnabled) return; if (!snapEnabled) return;
setHoverMarker(null); setSnapMarker(null);
}); });
} }
@ -237,7 +293,7 @@ _PAGE = """<!DOCTYPE html>
window.otkoSetSnapEnabled = function (on) { window.otkoSetSnapEnabled = function (on) {
snapEnabled = !!on; snapEnabled = !!on;
if (!snapEnabled) setHoverMarker(null); if (!snapEnabled) setSnapMarker(null);
}; };
})(); })();
</script> </script>

View file

@ -112,8 +112,6 @@ class Scene:
layout: dict[str, Any] layout: dict[str, Any]
center: tuple[float, float, float] = (0.0, 0.0, 0.0) center: tuple[float, float, float] = (0.0, 0.0, 0.0)
diagonal: float = 1.0 diagonal: float = 1.0
#: Trace index (in ``data``) of the empty hover-snap marker, or -1.
hover_trace: int = -1
#: Padded ``(min, max)`` per axis, used to frame the camera deterministically. #: Padded ``(min, max)`` per axis, used to frame the camera deterministically.
axis_bounds: dict[str, tuple[float, float]] = field(default_factory=dict) axis_bounds: dict[str, tuple[float, float]] = field(default_factory=dict)
@ -333,7 +331,6 @@ class PlotlyTraceBuilder:
self._build_frames(project, data, opts, points, node_row) self._build_frames(project, data, opts, points, node_row)
self._build_nodes(data, opts, points, node_ids) self._build_nodes(data, opts, points, node_ids)
self._build_labels(project, data, opts, points, node_row) self._build_labels(project, data, opts, points, node_row)
hover_trace = self._build_hover_marker(data)
candidates = [points] if len(points) else [] candidates = [points] if len(points) else []
if grid_pts is not None: if grid_pts is not None:
@ -346,7 +343,6 @@ class PlotlyTraceBuilder:
layout=self._layout(), layout=self._layout(),
center=(float(center[0]), float(center[1]), float(center[2])), center=(float(center[0]), float(center[1]), float(center[2])),
diagonal=_diag_of_bounds(bounds), diagonal=_diag_of_bounds(bounds),
hover_trace=hover_trace,
axis_bounds=bounds, axis_bounds=bounds,
) )
@ -951,28 +947,6 @@ class PlotlyTraceBuilder:
) )
) )
@staticmethod
def _build_hover_marker(data: list[dict[str, Any]]) -> int:
data.append(
{
"type": "scatter3d",
"mode": "markers",
"x": [],
"y": [],
"z": [],
"marker": {
"color": "#ffd900",
"size": 13,
"line": {"color": "#8a6d00", "width": 1},
},
"hoverinfo": "skip",
"name": "snap-hover",
"showlegend": False,
"meta": {"kind": "hover"},
}
)
return len(data) - 1
def _cone_trace( def _cone_trace(
x: list[float], x: list[float],

View file

@ -1,10 +1,10 @@
"""Regression tests for the Plotly hover/snap-marker contract. """Regression tests for the Plotly snap-hover marker.
``plotly_hover``/``plotly_unhover`` fire continuously while the mouse moves. ``Plotly.restyle`` on a gl3d plot costs ~90 ms even for a single trace (measured
Touching the plot on each one made it redraw per mouse move, re-firing hover in-page), so the marker used to lag far behind the cursor and stall orbiting.
until the stack blew (``RangeError: Maximum call stack size exceeded``) and the It is now a pointer-events-none DOM overlay positioned by projecting the snapped
canvas froze. The marker is therefore coalesced and only touched when its world point through gl-plot3d's own camera matrices, which costs microseconds
shown/hidden state actually changes. and issues no plotly calls at all.
""" """
from __future__ import annotations from __future__ import annotations
@ -35,10 +35,12 @@ _CHURN_PROBE = """(function(){
} finally { Plotly.restyle = original; } } finally { Plotly.restyle = original; }
})()""" })()"""
_HOVER_MARKER_X = ( _MARKER_STATE = """(function(){
"JSON.stringify((document.getElementById('plot').data" var marker = document.getElementById('otko-snap-marker');
".find(function(d){return d.meta && d.meta.kind === 'hover';}) || {}).x)" if (!marker) return 'missing';
) return JSON.stringify({ display: marker.style.display, left: marker.style.left,
top: marker.style.top });
})()"""
_EMIT_SNAP_HOVER = """(function(){ _EMIT_SNAP_HOVER = """(function(){
var gd = document.getElementById('plot'); var gd = document.getElementById('plot');
@ -48,6 +50,8 @@ _EMIT_SNAP_HOVER = """(function(){
return true; return true;
})()""" })()"""
_EMIT_UNHOVER = "document.getElementById('plot').emit('plotly_unhover',{}), true"
def _open_canvas(qtbot, name: str): # type: ignore[no-untyped-def] def _open_canvas(qtbot, name: str): # type: ignore[no-untyped-def]
from otko.views.canvas_plotly import PlotlyCanvas from otko.views.canvas_plotly import PlotlyCanvas
@ -69,7 +73,7 @@ def _run_js(canvas, qtbot, script: str, timeout: int = 15000): # type: ignore[n
@pytest.mark.gui @pytest.mark.gui
def test_ordinary_mouse_movement_does_not_redraw(qtbot) -> None: # type: ignore[no-untyped-def] def test_ordinary_mouse_movement_does_not_redraw(qtbot) -> None: # type: ignore[no-untyped-def]
"""The unfixed version restyled once per hover/unhover event.""" """The original handler restyled on every hover/unhover event."""
canvas = _open_canvas(qtbot, "space_frame_3d.osmodel") canvas = _open_canvas(qtbot, "space_frame_3d.osmodel")
restyles = _run_js(canvas, qtbot, _CHURN_PROBE) restyles = _run_js(canvas, qtbot, _CHURN_PROBE)
@ -78,16 +82,38 @@ def test_ordinary_mouse_movement_does_not_redraw(qtbot) -> None: # type: ignore
@pytest.mark.gui @pytest.mark.gui
def test_snap_marker_shows_and_clears(qtbot) -> None: # type: ignore[no-untyped-def] def test_snap_marker_shows_clears_and_tracks_the_camera(qtbot) -> None: # type: ignore[no-untyped-def]
canvas = _open_canvas(qtbot, "basic_truss.osmodel") canvas = _open_canvas(qtbot, "basic_truss.osmodel")
assert _run_js(canvas, qtbot, _HOVER_MARKER_X) == "[]" assert _json_state(_run_js(canvas, qtbot, _MARKER_STATE))["display"] == "none"
# Nothing shows while snapping is off (the marker belongs to the draw tools).
_run_js(canvas, qtbot, _EMIT_SNAP_HOVER)
qtbot.wait(150)
assert _json_state(_run_js(canvas, qtbot, _MARKER_STATE))["display"] == "none"
canvas.set_snap_preview_enabled(True) canvas.set_snap_preview_enabled(True)
qtbot.wait(100) qtbot.wait(150)
_run_js(canvas, qtbot, _EMIT_SNAP_HOVER) _run_js(canvas, qtbot, _EMIT_SNAP_HOVER)
qtbot.wait(250) qtbot.wait(200)
assert _run_js(canvas, qtbot, _HOVER_MARKER_X) != "[]", "snap target not shown" shown = _json_state(_run_js(canvas, qtbot, _MARKER_STATE))
assert shown["display"] == "block", "snap target not shown"
assert float(shown["left"].rstrip("px")) > 0
assert float(shown["top"].rstrip("px")) > 0
_run_js(canvas, qtbot, "document.getElementById('plot').emit('plotly_unhover',{})") # Orbiting moves the target on screen without any plotly redraw.
qtbot.wait(250) _run_js(canvas, qtbot, "Plotly.relayout('plot',{'scene.camera.eye':{x:-9,y:6,z:4}})")
assert _run_js(canvas, qtbot, _HOVER_MARKER_X) == "[]", "snap target not cleared" qtbot.wait(600)
moved = _json_state(_run_js(canvas, qtbot, _MARKER_STATE))
assert moved["display"] == "block"
assert (moved["left"], moved["top"]) != (shown["left"], shown["top"])
_run_js(canvas, qtbot, _EMIT_UNHOVER)
qtbot.wait(200)
assert _json_state(_run_js(canvas, qtbot, _MARKER_STATE))["display"] == "none"
def _json_state(raw: object) -> dict:
import json
assert isinstance(raw, str) and raw != "missing", f"marker element missing: {raw!r}"
return json.loads(raw)

View file

@ -26,10 +26,6 @@ def _traces(scene, name: str) -> list[dict]: # type: ignore[no-untyped-def]
return [trace for trace in scene.data if trace.get("name") == name] return [trace for trace in scene.data if trace.get("name") == name]
def _kinds(scene) -> list[str]: # type: ignore[no-untyped-def]
return [trace.get("meta", {}).get("kind", trace["type"]) for trace in scene.data]
def test_builds_grid_nodes_and_frames() -> None: def test_builds_grid_nodes_and_frames() -> None:
scene = PlotlyTraceBuilder().build(_load("basic_truss"), SceneOptions()) scene = PlotlyTraceBuilder().build(_load("basic_truss"), SceneOptions())
names = {trace.get("name") for trace in scene.data} names = {trace.get("name") for trace in scene.data}
@ -37,8 +33,9 @@ def test_builds_grid_nodes_and_frames() -> None:
assert "nodes" in names assert "nodes" in names
assert "elements" in names assert "elements" in names
assert scene.diagonal > 0 assert scene.diagonal > 0
# The hover-snap marker is always present so JS can restyle it. # The snap marker is a DOM overlay, not a trace (a gl3d restyle costs
assert scene.data[scene.hover_trace]["meta"]["kind"] == "hover" # ~90 ms, which made a trace marker lag behind the cursor).
assert all(trace.get("meta", {}).get("kind") != "hover" for trace in scene.data)
def test_nodes_carry_ids_as_customdata() -> None: def test_nodes_carry_ids_as_customdata() -> None:
@ -187,15 +184,14 @@ def test_payload_is_json_serialisable() -> None:
assert scene.layout["scene"]["aspectmode"] == "data" assert scene.layout["scene"]["aspectmode"] == "data"
def test_empty_project_yields_only_the_hover_marker() -> None: def test_empty_project_yields_no_traces() -> None:
scene = PlotlyTraceBuilder().build(None, SceneOptions()) scene = PlotlyTraceBuilder().build(None, SceneOptions())
assert scene.data == [] assert scene.data == []
assert scene.hover_trace == -1
from otko.core import Project from otko.core import Project
empty = PlotlyTraceBuilder().build(Project(ndm=3, ndf=6), SceneOptions()) empty = PlotlyTraceBuilder().build(Project(ndm=3, ndf=6), SceneOptions())
assert _kinds(empty) == ["hover"] assert empty.data == []
def test_frame_trace_meta_marks_elements_pickable() -> None: def test_frame_trace_meta_marks_elements_pickable() -> None: