| --- |
| license: cc0-1.0 |
| pretty_name: CadQuarry |
| language: |
| - code |
| tags: |
| - cad |
| - cadquery |
| - procedural-generation |
| - parametric |
| - 3d |
| - synthetic |
| size_categories: |
| - 100K<n<1M |
| configs: |
| - config_name: "1k" |
| data_files: "1k/corpus.jsonl" |
| default: true |
| - config_name: "1k-renders" |
| data_files: "1k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "1k-stl" |
| data_files: "1k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "1k-step" |
| data_files: "1k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "1k-geo" |
| data_files: "1k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "1k-full" |
| data_files: "1k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "1k-t0-2" |
| data_files: "1k/tier0-2/corpus.jsonl" |
| - config_name: "1k-t0-2-renders" |
| data_files: "1k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "1k-t0-2-stl" |
| data_files: "1k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "1k-t0-2-step" |
| data_files: "1k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "1k-t0-2-geo" |
| data_files: "1k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "1k-t0-2-full" |
| data_files: "1k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "2k" |
| data_files: "2k/corpus.jsonl" |
| - config_name: "2k-renders" |
| data_files: "2k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "2k-stl" |
| data_files: "2k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "2k-step" |
| data_files: "2k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "2k-geo" |
| data_files: "2k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "2k-full" |
| data_files: "2k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "2k-t0-2" |
| data_files: "2k/tier0-2/corpus.jsonl" |
| - config_name: "2k-t0-2-renders" |
| data_files: "2k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "2k-t0-2-stl" |
| data_files: "2k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "2k-t0-2-step" |
| data_files: "2k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "2k-t0-2-geo" |
| data_files: "2k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "2k-t0-2-full" |
| data_files: "2k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "5k" |
| data_files: "5k/corpus.jsonl" |
| - config_name: "5k-renders" |
| data_files: "5k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "5k-stl" |
| data_files: "5k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "5k-step" |
| data_files: "5k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "5k-geo" |
| data_files: "5k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "5k-full" |
| data_files: "5k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "5k-t0-2" |
| data_files: "5k/tier0-2/corpus.jsonl" |
| - config_name: "5k-t0-2-renders" |
| data_files: "5k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "5k-t0-2-stl" |
| data_files: "5k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "5k-t0-2-step" |
| data_files: "5k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "5k-t0-2-geo" |
| data_files: "5k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "5k-t0-2-full" |
| data_files: "5k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "10k" |
| data_files: "10k/corpus.jsonl" |
| - config_name: "10k-renders" |
| data_files: "10k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "10k-stl" |
| data_files: "10k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "10k-step" |
| data_files: "10k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "10k-geo" |
| data_files: "10k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "10k-full" |
| data_files: "10k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "10k-t0-2" |
| data_files: "10k/tier0-2/corpus.jsonl" |
| - config_name: "10k-t0-2-renders" |
| data_files: "10k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "10k-t0-2-stl" |
| data_files: "10k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "10k-t0-2-step" |
| data_files: "10k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "10k-t0-2-geo" |
| data_files: "10k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "10k-t0-2-full" |
| data_files: "10k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "20k" |
| data_files: "20k/corpus.jsonl" |
| - config_name: "20k-renders" |
| data_files: "20k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "20k-stl" |
| data_files: "20k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "20k-step" |
| data_files: "20k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "20k-geo" |
| data_files: "20k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "20k-full" |
| data_files: "20k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "20k-t0-2" |
| data_files: "20k/tier0-2/corpus.jsonl" |
| - config_name: "20k-t0-2-renders" |
| data_files: "20k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "20k-t0-2-stl" |
| data_files: "20k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "20k-t0-2-step" |
| data_files: "20k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "20k-t0-2-geo" |
| data_files: "20k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "20k-t0-2-full" |
| data_files: "20k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "50k" |
| data_files: "50k/corpus.jsonl" |
| - config_name: "50k-renders" |
| data_files: "50k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "50k-stl" |
| data_files: "50k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "50k-step" |
| data_files: "50k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "50k-geo" |
| data_files: "50k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "50k-full" |
| data_files: "50k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "50k-t0-2" |
| data_files: "50k/tier0-2/corpus.jsonl" |
| - config_name: "50k-t0-2-renders" |
| data_files: "50k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "50k-t0-2-stl" |
| data_files: "50k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "50k-t0-2-step" |
| data_files: "50k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "50k-t0-2-geo" |
| data_files: "50k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "50k-t0-2-full" |
| data_files: "50k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "100k" |
| data_files: "100k/corpus.jsonl" |
| - config_name: "100k-renders" |
| data_files: "100k/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "100k-stl" |
| data_files: "100k/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "100k-step" |
| data_files: "100k/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "100k-geo" |
| data_files: "100k/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "100k-full" |
| data_files: "100k/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| - config_name: "100k-t0-2" |
| data_files: "100k/tier0-2/corpus.jsonl" |
| - config_name: "100k-t0-2-renders" |
| data_files: "100k/tier0-2/corpus-renders.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - config_name: "100k-t0-2-stl" |
| data_files: "100k/tier0-2/corpus-stl.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "100k-t0-2-step" |
| data_files: "100k/tier0-2/corpus-step.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: step_bytes |
| dtype: binary |
| - config_name: "100k-t0-2-geo" |
| data_files: "100k/tier0-2/corpus-geo.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - config_name: "100k-t0-2-full" |
| data_files: "100k/tier0-2/corpus-full.parquet" |
| features: |
| - name: part_id |
| dtype: string |
| - name: family |
| dtype: string |
| - name: tier |
| dtype: int32 |
| - name: seed |
| dtype: int64 |
| - name: symmetry |
| dtype: string |
| - name: op_count |
| dtype: int32 |
| - name: ir_hash |
| dtype: string |
| - name: generator_version |
| dtype: string |
| - name: license |
| dtype: string |
| - name: geometry_signature |
| dtype: string |
| - name: dimensions |
| dtype: string |
| - name: source |
| dtype: string |
| - name: params |
| dtype: string |
| - name: render_front |
| dtype: image |
| - name: render_top |
| dtype: image |
| - name: render_right |
| dtype: image |
| - name: render_iso |
| dtype: image |
| - name: render_iso_fr |
| dtype: image |
| - name: render_iso_fl |
| dtype: image |
| - name: render_iso_br |
| dtype: image |
| - name: render_iso_bl |
| dtype: image |
| - name: stl_bytes |
| dtype: binary |
| - name: step_bytes |
| dtype: binary |
| --- |
| |
| # CadQuarry |
|
|
| Procedurally generated, **execution-validated**, fully **parametric** CadQuery |
| programs and the geometry they produce. Every part is a pure Python function of |
| typed, range-bounded parameters and is reproducible **bit-for-bit** from a seed. |
|
|
| - **Generator (canonical source):** https://github.com/jacobjennings/CadQuarry |
| generator version **v0.6.0**, config `configs/default.toml` |
| - **Code license:** Apache-2.0 · **Data license:** CC0-1.0 |
|
|
| Each corpus in this dataset is a **convenience artifact**: the generator plus |
| the seed ladder is the actual deliverable. Any corpus can be regenerated locally. |
|
|
| --- |
|
|
| ## Quick start |
|
|
| ### Python (`datasets` library) |
|
|
| ```bash |
| pip install datasets |
| ``` |
|
|
| ```python |
| from datasets import load_dataset |
| |
| # Code + metadata only (fastest): |
| ds = load_dataset("jacobjennings/cadquarry", "1k", split="train") |
| print(ds[0]["source"]) # full parametric CadQuery program |
| print(ds[0]["family"]) # e.g. "plate", "revolved", "block" |
| |
| # With 8-view renders (PIL Images): |
| ds = load_dataset("jacobjennings/cadquarry", "1k-renders", split="train") |
| ds[0]["render_iso"].show() # isometric view |
| ds[0]["render_front"].show() # front orthographic |
| |
| # With STL mesh: |
| import trimesh, io |
| ds = load_dataset("jacobjennings/cadquarry", "1k-stl", split="train") |
| mesh = trimesh.load(io.BytesIO(ds[0]["stl_bytes"]), file_type="stl") |
| mesh.show() |
| |
| # Full corpus (renders + STL + STEP): |
| ds = load_dataset("jacobjennings/cadquarry", "1k-full", split="train") |
| with open("part.step", "wb") as f: |
| f.write(ds[0]["step_bytes"]) |
| |
| ``` |
|
|
| ### HuggingFace CLI |
|
|
| ```bash |
| pip install huggingface_hub |
| |
| # Code-only corpus: |
| huggingface-cli download jacobjennings/cadquarry \ |
| --repo-type dataset \ |
| --include "1k/corpus.jsonl" \ |
| --local-dir ./cadquarry-1k |
| |
| # All variants for one size: |
| huggingface-cli download jacobjennings/cadquarry \ |
| --repo-type dataset \ |
| --include "1k/*" \ |
| --local-dir ./cadquarry-1k |
| ``` |
|
|
| ### Python Hub API (selective download) |
|
|
| ```python |
| from huggingface_hub import snapshot_download |
| |
| local = snapshot_download( |
| "jacobjennings/cadquarry", |
| repo_type="dataset", |
| allow_patterns=["1k/corpus.jsonl", "1k/corpus-stl.parquet"], |
| ) |
| ``` |
|
|
| --- |
|
|
| ## Content variants |
|
|
| Each corpus size ships as six HuggingFace configs so you only fetch what you need: |
|
|
| | Config suffix | Content | File format | |
| |---------------|---------|-------------| |
| | *(none)* | CadQuery source + metadata | JSONL | |
| | `-renders` | + 8 shaded render images | Parquet (`render_*` = `image`) | |
| | `-stl` | + binary STL mesh | Parquet (`stl_bytes` = `binary`) | |
| | `-step` | + binary STEP B-rep | Parquet (`step_bytes` = `binary`) | |
| | `-geo` | + renders + STL | Parquet | |
| | `-full` | + renders + STL + STEP | Parquet | |
|
|
| --- |
|
|
| ## Complexity-tier slices |
|
|
| Every content variant above is published along a second axis so you can exclude |
| the highest-complexity parts without filtering yourself: |
|
|
| | Tier slice | Config form | Tiers included | |
| |------------|-------------|----------------| |
| | All tiers | `{tag}{suffix}` (e.g. `1k`, `1k-renders`) | 0–3 | |
| | Tiers 0–2 | `{tag}-t0-2{suffix}` (e.g. `1k-t0-2`, `1k-t0-2-renders`) | 0, 1, 2 | |
|
|
| ```python |
| # All tiers (default naming): |
| ds = load_dataset("jacobjennings/cadquarry", "1k", split="train") |
| |
| # Tiers 0–2 only: |
| ds = load_dataset("jacobjennings/cadquarry", "1k-t0-2", split="train") |
| ``` |
|
|
| The two slices share the same schema; the `-t0-2` slice simply omits every row |
| with `tier == 3`. Data files live under `{tag}/` (all tiers) and |
| `{tag}/tier0-2/` (tiers 0–2). |
|
|
| --- |
|
|
| ## Corpus sizes |
|
|
| | Tag | Parts | Seed | Available configs | |
| |-----|-------|------|-------------------| |
| | `1k` | 1,000 | 220220 | `1k`, `1k-renders`, `1k-stl`, `1k-step`, `1k-geo`, `1k-full`, `1k-t0-2`, `1k-t0-2-renders`, `1k-t0-2-stl`, `1k-t0-2-step`, `1k-t0-2-geo`, `1k-t0-2-full` | |
| | `2k` | 2,000 | 220220 | `2k`, `2k-renders`, `2k-stl`, `2k-step`, `2k-geo`, `2k-full`, `2k-t0-2`, `2k-t0-2-renders`, `2k-t0-2-stl`, `2k-t0-2-step`, `2k-t0-2-geo`, `2k-t0-2-full` | |
| | `5k` | 5,000 | 220220 | `5k`, `5k-renders`, `5k-stl`, `5k-step`, `5k-geo`, `5k-full`, `5k-t0-2`, `5k-t0-2-renders`, `5k-t0-2-stl`, `5k-t0-2-step`, `5k-t0-2-geo`, `5k-t0-2-full` | |
| | `10k` | 10,000 | 220220 | `10k`, `10k-renders`, `10k-stl`, `10k-step`, `10k-geo`, `10k-full`, `10k-t0-2`, `10k-t0-2-renders`, `10k-t0-2-stl`, `10k-t0-2-step`, `10k-t0-2-geo`, `10k-t0-2-full` | |
| | `20k` | 20,000 | 220220 | `20k`, `20k-renders`, `20k-stl`, `20k-step`, `20k-geo`, `20k-full`, `20k-t0-2`, `20k-t0-2-renders`, `20k-t0-2-stl`, `20k-t0-2-step`, `20k-t0-2-geo`, `20k-t0-2-full` | |
| | `50k` | 50,000 | 220220 | `50k`, `50k-renders`, `50k-stl`, `50k-step`, `50k-geo`, `50k-full`, `50k-t0-2`, `50k-t0-2-renders`, `50k-t0-2-stl`, `50k-t0-2-step`, `50k-t0-2-geo`, `50k-t0-2-full` | |
| | `100k` | 100,000 | 220220 | `100k`, `100k-renders`, `100k-stl`, `100k-step`, `100k-geo`, `100k-full`, `100k-t0-2`, `100k-t0-2-renders`, `100k-t0-2-stl`, `100k-t0-2-step`, `100k-t0-2-geo`, `100k-t0-2-full` | |
|
|
| --- |
|
|
| ## Schema |
|
|
| **All configs** include: |
|
|
| | Column | Type | Description | |
| |--------|------|-------------| |
| | `part_id` | string | Unique deterministic identifier | |
| | `family` | string | `plate`, `bracket`, `revolved`, `block`, `compound`, `sketched`, `flanged`, `ribbed`, `enclosure`, `profiled`, `lofted`, `swept`, `tapped`, `gear`, `threaded` | |
| | `tier` | int32 | Complexity tier 0–3 | |
| | `seed` | int64 | Per-part seed | |
| | `symmetry` | string | Detected symmetry class | |
| | `op_count` | int32 | Number of CadQuery operations | |
| | `ir_hash` | string | SHA-256 of the canonical IR (dedup key) | |
| | `generator_version` | string | CadQuarry version | |
| | `license` | string | Always `CC0-1.0` | |
| | `geometry_signature` | string (JSON) | Volume, surface area, face/edge/vertex counts | |
| | `dimensions` | string | Procedural human-readable dimension summary (prompt-friendly) | |
| | `source` | string | Full `.py` CadQuery program | |
| | `params` | string (JSON) | Typed parameter schema with ranges and defaults | |
|
|
| **Geometry columns** (geometry variants only): |
|
|
| | Column | Type | Present in | |
| |--------|------|-----------| |
| | `render_front` … `render_iso_bl` | image | `-renders`, `-geo`, `-full` | |
| | `stl_bytes` | binary | `-stl`, `-geo`, `-full` | |
| | `step_bytes` | binary | `-step`, `-full` | |
|
|
| Render views: `front`, `top`, `right`, `iso`, `iso_fr`, `iso_fl`, `iso_br`, `iso_bl`. |
| When a corpus was rendered with extra passes, each view also carries |
| `render_{view}_normal` (view-space normal map), `render_{view}_depth` (linear |
| depth) and/or `render_{view}_edge` (feature-edge overlay) image columns. |
|
|
| --- |
|
|
| ## Reproducibility |
|
|
| Same generator version + seed ⇒ identical corpus bit-for-bit: |
|
|
| ```bash |
| pip install -e ".[dev]" # from the generator repo |
| cadquarry generate \ |
| --seed <seed> --count <count> \ |
| --config configs/default.toml \ |
| --out <output_dir> |
| ``` |
|
|
| To regenerate with all geometry: |
|
|
| ```bash |
| cadquarry build --sizes <tag> --formats step,stl,render --out datasets/ |
| ``` |
|
|
| --- |
|
|
| ## Working with the parametric source |
|
|
| Each `source` is a standalone Python module with two exports: |
|
|
| ```python |
| PARAMS: dict[str, dict] # typed parameter schema |
| def build(p: dict) -> cq.Workplane: ... |
| ``` |
|
|
| Run a part with CadQuery installed: |
|
|
| ```python |
| import cadquery as cq, json |
| |
| source = ds[0]["source"] |
| params = json.loads(ds[0]["params"]) |
| defaults = {k: v["default"] for k, v in params.items()} |
| |
| ns = {} |
| exec(compile(source, "<part>", "exec"), ns) |
| result = ns["build"](defaults) |
| cq.exporters.export(result, "part.step") |
| ``` |
|
|
