| --- |
| annotations_creators: [] |
| language_creators: |
| - crowdsourced |
| language: ["code"] |
| multilinguality: |
| - multilingual |
| size_categories: |
| - unknown |
| source_datasets: [] |
| task_categories: |
| - text-generation |
| task_ids: |
| - language-modeling |
| --- |
| |
| ## Dataset Description |
| A subset of [the-stack](https://huggingface.co/datasets/bigcode/the-stack) dataset, from 87 programming languages, and 295 extensions. |
| Each language is in a separate folder under `data/` and contains folders of its extensions. We select samples from 20,000 random files of the original dataset, and keep a |
| maximum of 1,000 files per extension. |
|
|
| Check this [space](https://huggingface.co/spaces/bigcode/the-stack-inspection) for inspecting this dataset. |
|
|
|
|
| ## Languages |
|
|
| The dataset contains 87 programming languages: |
| ```` |
| 'ada', 'agda', 'alloy', 'antlr', 'applescript', 'assembly', 'augeas', 'awk', 'batchfile', 'bison', 'bluespec', 'c', |
| 'c++', 'c-sharp', 'clojure', 'cmake', 'coffeescript', 'common-lisp', 'css', 'cuda', 'dart', 'dockerfile', 'elixir', |
| 'elm', 'emacs-lisp','erlang', 'f-sharp', 'fortran', 'glsl', 'go', 'groovy', 'haskell','html', 'idris', 'isabelle', 'java', |
| 'java-server-pages', 'javascript', 'julia', 'kotlin', 'lean', 'literate-agda', 'literate-coffeescript', 'literate-haskell', |
| 'lua', 'makefile', 'maple', 'markdown', 'mathematica', 'matlab', 'ocaml', 'pascal', 'perl', 'php', 'powershell', 'prolog', |
| 'protocol-buffer', 'python', 'r', 'racket', 'restructuredtext', 'rmarkdown', 'ruby', 'rust', 'sas', 'scala', 'scheme', |
| 'shell', 'smalltalk', 'solidity', 'sparql', 'sql', 'stan', 'standard-ml', 'stata', 'systemverilog', 'tcl', 'tcsh', 'tex', |
| 'thrift', 'typescript', 'verilog', 'vhdl', 'visual-basic', 'xslt', 'yacc', 'zig' |
| ````` |
| ## Dataset Structure |
| You can specify which language and extension you want to load: |
| ```python |
| # to load py extension of python |
| from datasets import load_dataset |
| |
| load_dataset("bigcode/the-stack-inspection-data", data_dir="data/python/py") |
| |
| DatasetDict({ |
| train: Dataset({ |
| features: ['content', 'lang', 'size', 'ext', 'max_stars_count', 'avg_line_length', 'max_line_length', 'alphanum_fraction'], |
| num_rows: 1000 |
| }) |
| }) |
| ``` |
|
|
