Datasets:
File size: 3,040 Bytes
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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](https://huggingface.co/datasets/mrahman2025/OpenClassGen) (Rahman et al. 2025, [arXiv:2504.15564](https://arxiv.org/abs/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`. |
|