Dion Moult 126d2d4c06 wgpu: spatial instance bucketing for streaming (env-gated prototype)
WGPU_SPATIAL_BUCKETS=1 swaps the applyCachedModelStreaming planner from
mesh-keyed Morton+greedy to octree-style instance bucketing. Default
behaviour unchanged (env var unset → mesh-keyed planner runs).

Phase 1 of #55 / #56. The mesh-keyed planner produces chunks whose
AABBs are the union of all instances of the chunk's meshes — for
heavily-deduplicated IFC meshes (a "standard floor tile" used 800
times across a federation) the mesh's "centroid" is a mean of scattered
instance positions and the chunk's AABB ends up spanning the entire
model. Symptom: chunk-level frustum cull rarely fires (AABB always
intersects view), and the screen-area priority metric under-rates
big-AABB chunks because their corners straddle the near plane. Visible
objects pop in/out as the camera tilts, even though they're fully on
screen.

The spatial planner bucketises INSTANCES directly. Each leaf bucket
contains its instance list + the unique mesh data those instances
reference. A mesh whose instances scatter into multiple buckets gets
its vertex/index data uploaded into multiple pool slices — duplication
is the cost for tight bucket AABBs. For IFC this is acceptable:
heavily-shared meshes tend to be small (fittings, fasteners), so
per-bucket duplication adds tens-of-MB not GB.

Octree implementation (planSpatialChunks):
  - work-stack subdivision: for each (instance subset, AABB), split into
    8 octants around centre and recurse
  - stop conditions: bucket fits WGPU_CHUNK_VERTEX_BYTES_LIMIT for
    union vertex bytes AND ≤ spatial_max_instances_ instances; OR single
    instance left; OR every instance falls into the same octant
    (pathological — emit as leaf rather than infinite recurse)
  - spatial_max_instances_ default 5000, overridable via
    WGPU_SPATIAL_BUCKET_MAX_INSTS env var so the prototype can be
    swept without rebuilding

Data-model adjustment beyond what dc2927997 prepared:
  - Per-chunk per-mesh chunk-local offset table (chunk_mesh_offsets)
    built during the chunk-construction loop. The mesh-keyed per-mesh
    global arrays (mesh_chunk_idx etc.) still get populated for
    legacy reads, but under spatial bucketing they're overwritten when
    the same mesh appears in multiple chunks — harmless because cull
    reads the per-instance arrays exclusively (per dc2927997).
  - Post-construction, per-instance arrays are populated from
    chunk_mesh_offsets via (instance_to_chunk[i], inst.mesh_id) lookup.
    Mesh-keyed planner derives identical values to before
    (pixel-identical); spatial planner now writes the correct
    per-bucket offsets even when the mesh appears in multiple chunks.

basic.ifc parity on all three paths confirmed (non-streaming
mesh-keyed, streaming mesh-keyed, streaming spatial all produce 0
pixel diff vs the reference). Spatial planner produced 1 bucket on
basic.ifc (3 instances, well under thresholds) as expected.

Non-streaming applyCachedModel left unchanged — the prototype targets
the streaming path which is where the federation-scale missing-objects
issue lives.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-29 16:19:56 +10:00
2026-05-25 16:34:19 +10:00
2026-05-08 16:20:26 +02:00
2026-05-18 19:24:25 +02:00
2026-05-08 16:20:26 +02:00
2026-05-08 16:20:26 +02:00
2026-05-08 16:20:26 +02:00
2026-05-08 16:20:26 +02:00
2026-04-13 19:38:25 +05:00
2026-04-13 19:40:25 +05:00

IfcOpenShell

IfcOpenShell is an open source (LGPL) software library for working with Industry Foundation Classes (IFC). Complete parsing support is provided for IFC2x3 TC1, IFC4 Add2 TC1, IFC4x1, IFC4x2, and IFC4x3 Add2. Extensive geometric support is implemented for the IFC releases IFC2x3 TC1 and IFC4 Add2 TC1. Extending with support for arbitrary IFC schemas is possible at compile-time when using C++ and at run-time when using Python.

In addition to a C++ and Python API, IfcOpenShell comes with an ecosystem of tools, notably including IfcConvert (an application to convert IFC models to other formats), Bonsai (an add-on to Blender providing a graphical IFC authoring platform), and many other libraries, CLI apps, and more. Support is also provided for auxiliary standards such as BCF and IDS.

For more information, see:

Development is sponsored through your generous donations!

Open Collective Contributors

Contents

Name Description License Service
bcf Library to read and write BCF-XML and query OpenCDE BCF-API modules LGPL-3.0-or-later PyPI Anaconda-Server Badge
bonsai Add-on to Blender providing a graphical native IFC authoring platform GPL-3.0-or-later Official GitHub Unstable Chocolatey
bsdd Library to query the bSDD API LGPL-3.0-or-later PyPI
ifc2ca Utility to convert IFC structural analysis models to Code_Aster LGPL-3.0-or-later
ifc4d Convert to and from IFC and project management software LGPL-3.0-or-later PyPI
ifc5d Report and optimise cost information from IFC LGPL-3.0-or-later PyPI
ifcbimtester Wrapper for Gherkin based unit testing for IFC models LGPL-3.0-or-later
ifcblender Historic Blender IFC import add-on LGPL-3.0-or-later*
ifccityjson Convert CityJSON to IFC LGPL-3.0-or-later PyPI
ifcclash Clash detection library and CLI app LGPL-3.0-or-later PyPI
ifcconvert CLI app to convert IFC to many other formats LGPL-3.0-or-later* Official GitHub
ifccsv Library and CLI app to export and import schedules from IFC LGPL-3.0-or-later PyPI
ifcdiff Compare changes between IFC models LGPL-3.0-or-later PyPI
ifcedit CLI wrapper for ifcopenshell.api IFC model mutation functions LGPL-3.0-or-later PyPI
ifcfm Extract IFC data for FM handover requirements LGPL-3.0-or-later PyPI
ifcmax Historic extension for IFC support in 3DS Max LGPL-3.0-or-later* Official
ifcmcp MCP server for querying and editing IFC building models LGPL-3.0-or-later PyPI
ifcopenshell-python Python library for IFC manipulation LGPL-3.0-or-later* Official GitHub PyPI Anaconda Anaconda Docker AUR AUR Unstable Pyodide WASM Wheels tag
ifcpatch Utility to run pre-packaged scripts to manipulate IFCs LGPL-3.0-or-later PyPI
ifcquery CLI tool for querying and inspecting IFC building models LGPL-3.0-or-later PyPI
ifcsverchok Blender Add-on for visual node programming with IFC GPL-3.0-or-later GitHub
ifctester Library, CLI and webapp for IDS model auditing LGPL-3.0-or-later PyPI

The IfcOpenShell C++ codebase is split into multiple interal libraries:

Name Description License
ifcgeom Internal library for IfcOpenShell LGPL-3.0-or-later*
ifcgeom_schema_agnostic Internal library for IfcOpenShell LGPL-3.0-or-later*
ifcgeomserver Internal library for IfcOpenShell LGPL-3.0-or-later*
ifcjni Internal library for IfcOpenShell LGPL-3.0-or-later*
ifcparse Internal library for IfcOpenShell LGPL-3.0-or-later*
ifcwrap Internal library for IfcOpenShell LGPL-3.0-or-later*
qtviewer Internal library for IfcOpenShell LGPL-3.0-or-later*
serializers Internal library for IfcOpenShell LGPL-3.0-or-later*
S
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