| name | bonsai-impl-qto |
| description | Implements Bonsai quantity takeoff (QTO) workflows including calculating quantities from IFC element geometry, using QtoCalculator for automated base quantity computation, managing IfcElementQuantity sets (area, length, volume, weight), custom quantity set definitions, and bulk quantity operations across building elements. Covers the complete QTO pipeline from geometry analysis to quantity export. |
| license | MIT |
| compatibility | Designed for Claude Code. Requires Python 3.x. |
| metadata | {"author":"OpenAEC-Foundation","version":"1.0"} |
Bonsai QTO (Quantity Takeoff) — Implementation Skill
Bonsai v0.8.x | Module: bonsai.bim.module.qto | NEVER use blenderbim.bim.module.qto
1. Quick Reference
Critical Warnings
- ALWAYS verify objects have mesh geometry before running QTO calculators. Empties, curves, and lights cause failures.
- ALWAYS ensure objects have an IFC class assigned via Bonsai before running QTO. Calculator functions query IFC properties.
- ALWAYS assign
Pset_MaterialCommon.MassDensity BEFORE running weight calculations (get_net_weight, get_gross_weight).
- ALWAYS re-run QTO calculations after modifying geometry. Quantities are NOT live-linked to geometry.
- NEVER assume
get_gross_volume() accounts for openings. Gross = original geometry WITHOUT openings. Net = WITH openings subtracted.
- NEVER use the legacy
blenderbim module path. ALWAYS use bonsai.bim.module.qto.
Decision Tree: Which QTO Approach?
Need quantities for IFC elements?
├── Single element, single quantity?
│ └── Use bim.calculate_single_quantity operator
│ Parameters: calculator, qto_name, prop_name, calculator_function
│
├── Single element, all base quantities?
│ └── Use bim.perform_quantity_take_off with element selected
│ Select object → Set qto_rule → Execute operator
│
├── Multiple elements, standard base quantities?
│ └── Use bim.perform_quantity_take_off in batch mode
│ Select all target objects → Set qto_rule → Execute operator
│
├── All elements of a class?
│ └── Use bim.perform_quantity_take_off with no selection
│ Operator processes all IfcElement instances matching the rule
│
├── Custom quantity (edge lengths, face areas)?
│ └── Use mesh-level operators in Edit Mode:
│ - bim.calculate_edge_lengths (selected edges)
│ - bim.calculate_face_areas (selected faces)
│ - bim.calculate_circle_radius (selected vertices)
│
└── Need gross vs net distinction?
├── With openings (doors/windows in walls) → Use net variants
│ get_net_volume(), get_net_surface_area(), get_net_footprint_area()
└── Without openings (original geometry) → Use gross variants
get_gross_volume(), get_gross_surface_area(), get_gross_footprint_area()
2. Module Architecture
File Structure
| File | Purpose |
|---|
__init__.py | Module registration |
operator.py | 8 QTO operators |
prop.py | BIMQtoProperties with calculator/rule settings |
ui.py | Panel UI for quantity takeoff |
data.py | Data loading and caching |
calculator.py | Geometry calculation engine (30+ functions) |
helper.py | Mesh quantity calculation helpers |
Two-Layer System
- Calculator functions (
calculator.py) — Extract numeric values from Blender geometry (bpy.types.Object)
- QTO rules (JSON configuration) — Map IFC classes to standard quantity sets and calculator functions
Core/Tool/Operator Pattern
bonsai.core.qto → Pure logic functions (accept tool interfaces)
bonsai.tool.Qto → Blender-specific implementations
bonsai.bim.module.qto → Operators that wire core to tool
3. Calculator Functions by Category
Linear Quantities
| Function | Returns | Notes |
|---|
get_linear_length() | Longest bounding box edge | Simple bbox calculation |
get_length() | Parametric axis length | AXIS2/AXIS3 aware |
get_width() | Width dimension | From bbox or parametric data |
get_height() | Height (Z dimension) | From bounding box |
get_depth() | Depth dimension | For slabs, footings |
get_perimeter() | Net footprint perimeter | Perimeter of lowest polygon |
get_gross_perimeter() | Gross footprint perimeter | Without opening subtractions |
Area Quantities
| Function | Returns | Notes |
|---|
get_net_footprint_area() | Lowest polygon face area | Net of openings |
get_gross_footprint_area() | Footprint without openings | Gross geometry |
get_roofprint_area() | Highest polygon face area | For roofs |
get_side_area() | Lateral face areas | Directional filter support |
get_lateral_area() | Side surfaces | Lateral faces only |
get_top_area() | +Z normal faces | Configurable angle threshold (default 45 deg) |
get_net_surface_area() | Total surface (net) | With opening subtractions |
get_gross_surface_area() | Total surface (gross) | Without opening subtractions |
get_cross_section_area() | Area at cut plane | For columns, beams |
get_projected_area() | Projection onto x/y/z | Axis-specific projection |
get_opening_area() | Opening areas | Normal vector angle filtering |
get_formwork_area() | Surface minus top faces | For concrete formwork |
get_side_formwork_area() | Lateral surfaces only | Excludes Z-normal faces |
Volume Quantities
| Function | Returns | Notes |
|---|
get_net_volume() | Volume with openings | BMesh-calculated |
get_gross_volume() | Volume without openings | Uses disable-opening-subtractions flag |
get_space_net_volume() | Space volume minus walls/columns | Decomposition-aware |
Weight Quantities
| Function | Returns | Notes |
|---|
get_net_weight() | net_volume x mass_density | Requires Pset_MaterialCommon.MassDensity |
get_gross_weight() | gross_volume x mass_density | Requires Pset_MaterialCommon.MassDensity |
| Profile-based weight | Pset_ProfileMechanical.MassPerLength x length | For steel profiles |
Specialized Quantities
| Function | Returns | Notes |
|---|
get_stair_length() | Hypotenuse of (length^2 + height^2) | For stairs |
get_finish_floor_height() | Floor finish height | Decomposition-aware |
get_finish_ceiling_height() | Ceiling height | Decomposition-aware |
get_contact_area() | Polygon intersection between objects | Requires Shapely |
4. QTO Rules (JSON Configuration)
Rules map IFC classes to standard quantity sets and calculator functions. Stored as JSON in ifc5d.qto.rules.
Rule Structure
{
"Name": "Qto_WallBaseQuantities",
"Description": "Standard wall base quantities per IFC4",
"Calculator": "Blender",
"Mappings": {
"IfcWall": {
"Qto_WallBaseQuantities": {
"Length": "get_length",
"Width": "get_width",
"Height": "get_height",
"GrossFootprintArea": "get_gross_footprint_area",
"NetFootprintArea": "get_net_footprint_area",
"GrossSideArea": "get_gross_surface_area",
"NetSideArea": "get_net_surface_area",
"GrossVolume": "get_gross_volume",
"NetVolume": "get_net_volume"
}
}
}
}
Rule Selection
BIMQtoProperties.qto_rule — Enum populated from tool.Qto.get_qto_rules()- Rules are filtered by IFC schema version (IFC4 vs IFC4X3)
BIMQtoProperties.fallback=True — Tries alternative calculators if primary lacks support
5. Standard Quantity Sets
| IFC Class | Quantity Set | Key Quantities |
|---|
IfcWall | Qto_WallBaseQuantities | Length, Width, Height, GrossVolume, NetVolume, GrossSideArea, NetSideArea |
IfcSlab | Qto_SlabBaseQuantities | Width, Length, Depth, GrossArea, NetArea, GrossVolume, NetVolume, Perimeter |
IfcColumn | Qto_ColumnBaseQuantities | Length, CrossSectionArea, OuterSurfaceArea, GrossVolume, NetVolume, GrossWeight |
IfcBeam | Qto_BeamBaseQuantities | Length, CrossSectionArea, OuterSurfaceArea, GrossVolume, NetVolume, GrossWeight |
IfcDoor | Qto_DoorBaseQuantities | Height, Width, Area |
IfcWindow | Qto_WindowBaseQuantities | Height, Width, Area |
IfcSpace | Qto_SpaceBaseQuantities | Height, FinishCeilingHeight, FinishFloorHeight, GrossFloorArea, NetFloorArea |
IfcRoof | Qto_RoofBaseQuantities | GrossArea, NetArea, ProjectedArea |
IfcStair | Qto_StairBaseQuantities | Length, GrossVolume, NetVolume |
6. Operators Reference
| Operator | bl_idname | Use Case |
|---|
CalculateCircleRadius | bim.calculate_circle_radius | Selected vertices in Edit Mode |
CalculateEdgeLengths | bim.calculate_edge_lengths | Selected edges in Edit Mode |
CalculateFaceAreas | bim.calculate_face_areas | Selected faces in Edit Mode |
CalculateObjectVolumes | bim.calculate_object_volumes | Mesh volumes in Object Mode |
CalculateFormworkArea | bim.calculate_formwork_area | Surface minus top faces |
CalculateSideFormworkArea | bim.calculate_side_formwork_area | Lateral surfaces only |
CalculateSingleQuantity | bim.calculate_single_quantity | One quantity via specific calculator function |
PerformQuantityTakeOff | bim.perform_quantity_take_off | Batch QTO using rules |
PerformQuantityTakeOff — Primary Batch Operator
import bpy
bpy.ops.bim.perform_quantity_take_off(
qto_rule="Qto_WallBaseQuantities"
)
Behavior: Processes selected objects. If no objects selected, processes ALL IfcElement instances matching the rule's IFC class filter.
CalculateSingleQuantity — Targeted Calculation
bpy.ops.bim.calculate_single_quantity(
calculator="Blender",
qto_name="Qto_WallBaseQuantities",
prop_name="GrossVolume",
calculator_function="get_gross_volume"
)
7. Cost Integration
QTO integrates with Bonsai cost management:
Unit conversion: tool.Qto.convert_to_project_units() handles measurement system conversion using IFC schema unit definitions.
8. External Dependencies
| Dependency | Used By | Purpose |
|---|
BMesh | Volume calculations | Mesh volume computation |
mathutils.BVHTree | Proximity detection | Spatial queries |
Shapely | get_contact_area() | 2D polygon intersection |
ifcopenshell.api.geometry | Gross calculations | Shape generation with opening control |
9. Gross vs. Net — Critical Distinction
Gross quantities:
- Original element geometry WITHOUT openings
- Wall with door opening → gross volume = solid wall volume
- Use when: material ordering, structural analysis
Net quantities:
- Element geometry WITH openings subtracted
- Wall with door opening → net volume = wall volume minus door void
- Use when: actual material in place, cost calculation
ALWAYS choose the correct variant. Using gross when net is required (or vice versa) produces incorrect quantity takeoffs.
10. Reference Files
