| | --- |
| | task_categories: |
| | - text-classification |
| | - text2text-generation |
| | - summarization |
| | language: |
| | - en |
| | --- |
| | |
| | # typescript-chunks |
| | A dataset of TypeScript snippets, processed from the typescript subset of [the-stack-smol](https://huggingface.co/datasets/bigcode/the-stack-smol). |
| |
|
| |
|
| | # Processing |
| | - Each source file is parsed with the TypeScript AST and queried for 'semantic chunks' of the following types. |
| | ``` |
| | FunctionDeclaration ---- 8205 |
| | ArrowFunction --------- 33890 |
| | ClassDeclaration ------- 5325 |
| | InterfaceDeclaration -- 12884 |
| | EnumDeclaration --------- 518 |
| | TypeAliasDeclaration --- 3580 |
| | MethodDeclaration ----- 24713 |
| | ``` |
| | - Leading comments are added to the front of `content` |
| | - Removed all chunks over max sequence length (2048) |
| | - Deduplicated / cleaned up |
| | - Generated instructions / summaries with `gpt-3.5-turbo` (in progress) |
| |
|
| |
|
| |
|
| | # Dataset Structure |
| | ```python |
| | from datasets import load_dataset |
| | load_dataset("bleugreen/typescript-chunks") |
| | |
| | DatasetDict({ |
| | train: Dataset({ |
| | features: ['type', 'content', 'repo', 'path', 'language'], |
| | num_rows: 89115 |
| | }) |
| | }) |
| | ``` |
