# AssemblyGraph-10K | Orla

A mechanical assembly collection with assembled STEP geometry, component models, technical drawings, renders, and bills of materials linked by assembly and component identifiers.

## Why this dataset

An estimated 10,000 mechanical assemblies, sourced on request. Each links STEP models, drawings, bills of materials, and component files.

Orla sources engineering data through industry partnerships. Review the sample and the full details below to see how this collection fits your AI work. Email humans@orla.so to discuss access, licensing, or the files you need.

Dataset page: https://orla.so/datasets/assembly-graph-10k
Sample: https://orla.so/datasets/samples/assembly-graph-10k.zip
All Orla datasets: https://orla.so/agents.md

- **Dataset ID:** assembly-graph-10k
- **Schema version:** 1.0

## Source
- **Origin:** Original ground-truth assembly models from engineering projects.
- **Dataset preparation:** Technical drawings were created from the ground-truth assemblies.

## Availability
- **Status:** sourced_on_request
- **Delivery model:** The full collection is sourced for each request.
- **Estimated assembly count:** 10000
- **Potential capacity assemblies:** 25000
- **Delivery window days:**
  - **Minimum:** 10
  - **Maximum:** 30

## Record structure
- **Unit of record:** One mechanical assembly
- **Assembly files:**
  - assembly.step
  - drawing.dwg
  - drawing.pdf
  - render.jpg
  - bom.csv
- **Component files:**
  - model.step
  - drawing.dwg
  - drawing.pdf
  - render.jpg
- **Hierarchy:** Each assembly has a component folder. Its bill of materials lists component IDs that link to the component files.
- **Estimated objects per assembly:**
  - **Minimum:** 2
  - **Maximum:** 30
- **Observed geometry unit:** millimeter

## Bill of materials
- **Observed format:** CSV
- **Columns observed:**
  - component_id
  - quantity
- **Quantity field observed:** Present but blank in the records reviewed to date.

## Estimated full collection
- **Basis:** Estimates based on source material reviewed to date. Final counts are established during sourcing.
- **Observed mean components per assembly:** 5.7
- **Estimated component records:** 57000
- **Estimated step models:** 67000
- **Estimated dwg drawings:** 67000
- **Estimated pdf drawings:** 67000
- **Estimated jpg renders:** 67000
- **Estimated bom csv files:** 10000
- **Estimated content files total:** 278000
- **Method:** Apply the observed average of 5.7 components per assembly. Count one STEP, DWG, PDF, and JPG for each assembly and component, plus one BOM CSV per assembly. Excludes package-level manifests and README files.

## Sample
- **Representative of dataset:** true
- **Download url:** https://orla.so/datasets/samples/assembly-graph-10k.zip

## Legal
- **Rights holder:** Orla Labs
- **Acquisition:** Orla acquired the raw data outright and on an exclusive basis.
- **Rights:** Orla owns the raw data and this dataset, and retains the rights to use and license them for AI training.

## Pricing
- **Availability:** On request
- **Contact email:** humans@orla.so