metadata
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)
pip install datasets
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
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)
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 |
# 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:
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:
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:
PARAMS: dict[str, dict] # typed parameter schema
def build(p: dict) -> cq.Workplane: ...
Run a part with CadQuery installed:
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")