Datasets:

dhruveshpatel
/

openclassgen-structured-v1

language:
  - en
license: cc-by-2.0
size_categories:
  - 100K<n<1M
source_datasets:
  - mrahman2025/OpenClassGen
task_categories:
  - text-generation
pretty_name: OpenClassGen Structured v1
tags:
  - code
  - python
  - class-level
  - text
dataset_info:
  features:
    - name: id
      dtype: int64
    - name: repository_name
      dtype: string
    - name: file_path
      dtype: string
    - name: class_name
      dtype: string
    - name: gold_code
      dtype: string
    - name: v3_prompt_text
      dtype: string
    - name: v3_target_text
      dtype: string
    - name: imports
      dtype: string
    - name: class_docstring
      dtype: string
    - name: num_functions
      dtype: int64
    - name: num_cross_deps
      dtype: int64
    - name: parallelizable_bodies
      dtype: int64
    - name: docstring_coverage
      dtype: float64
    - name: parse_ok
      dtype: bool
    - name: parse_error
      dtype: string
    - name: source
      dtype: string
    - name: body_spans_json
      dtype: string
  splits:
    - name: train
      num_bytes: 2299548508
      num_examples: 316195
    - name: validation
      num_bytes: 76613499
      num_examples: 12205
  download_size: 633018866
  dataset_size: 2376162007
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*

OpenClassGen Structured v1

Derived from mrahman2025/OpenClassGen (Rahman et al. 2025, arXiv:2504.15564). License: CC BY 2.0 (same as upstream). Keep repository_name and file_path when redistributing. Underlying GitHub repos may carry additional software licenses.

gold_code is upstream human_written_code. We add parsed fields, body-span indices, and a Variant-3 prompt/target pair (v3_prompt_text / v3_target_text). No unit tests. Splits are repository-disjoint (train / validation).

Fields

Field	Meaning
`id`	Upstream OpenClassGen id.
`repository_name`	GitHub `org/repo`. Split key.
`file_path`	Path inside the repo.
`class_name`	Class name (may be qualified).
`gold_code`	Gold class source (`human_written_code`).
`imports`	Imports parsed from gold (may be empty).
`class_docstring`	Class docstring from gold, if any.
`v3_prompt_text`	Prompt ending at `class ClassName:`: module docstring lists required methods (unordered); no method defs / no `pass`.
`v3_target_text`	Indented class body. `v3_prompt_text + v3_target_text` is a full file.
`body_spans_json`	JSON list of `{name, start_char, end_char}` over `gold_code` for method bodies.
`num_functions`	Method count.
`num_cross_deps`	Cross-method / field dependency edge count.
`parallelizable_bodies`	Count of mutually independent method bodies.
`docstring_coverage`	Fraction of methods with a docstring.
`parse_ok`	Gold / v3 render parsed during build.
`parse_error`	Error string if not `parse_ok`; else empty.
`source`	Always `mrahman2025/OpenClassGen`.