|
--- |
|
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 small subset of [the-stack](https://huggingface.co/datasets/bigcode/the-stack) dataset, with 87 programming languages, each has 100 random samples from the original dataset for visualization. |
|
|
|
|
|
## 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 you want to load, python is loaded by default: |
|
```python |
|
# to load go: |
|
from datasets import load_dataset |
|
|
|
load_dataset("bigcode/the-stack-smol-xs", "go") |
|
|
|
DatasetDict({ |
|
train: Dataset({ |
|
features: ['content', 'lang', 'size', 'ext', 'max_stars_count', 'avg_line_length', 'max_line_length', 'alphanum_fraction'], |
|
num_rows: 100 |
|
}) |
|
}) |
|
``` |
|
|