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---
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 ---- 8327
ArrowFunction --------- 37971
ClassDeclaration ------- 5864
InterfaceDeclaration -- 13426
EnumDeclaration --------- 531
TypeAliasDeclaration --- 3657
MethodDeclaration ----- 27079
ModuleDeclaration ------ 1174
```
- 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`
# Dataset Structure
```python
from datasets import load_dataset
load_dataset("bleugreen/typescript-chunks")
DatasetDict({
train: Dataset({
features: ['repo', 'path', 'type', 'content', 'summary', 'instruction'],
num_rows:
})
})
``` |