nyuuzyou/gitverse-code

GitVerse Code Dataset

Dataset Description

This dataset was compiled from code repositories hosted on GitVerse, a Russian code hosting platform and an alternative to GitHub in the Russian developer community. GitVerse is used by Russian developers, enterprises, and open-source projects, making this dataset particularly valuable for training code models with Russian language understanding and Russian coding conventions.

Dataset Summary

Statistic	Value
Total Files	2,802,994
Total Repositories	9,014
Total Size	2 GB (compressed Parquet)
Programming Languages	416
File Format	Parquet (single file)

Key Features

• Russian code corpus: Contains code from over 9,000 repositories, many featuring Russian comments, documentation, and variable names
• Diverse language coverage: Spans 416 programming languages identified by github-linguist

Languages

The dataset includes 416 programming languages. The top 30 languages by file count:

Rank	Language	File Count
1	C	580,713
2	JavaScript	275,744
3	C++	197,896
4	Shell	166,527
5	Python	116,065
6	Markdown	112,811
7	TypeScript	107,867
8	Java	88,429
9	PHP	80,341
10	Makefile	77,619
11	XML	75,320
12	Go	69,155
13	C#	68,185
14	Text	65,677
15	JSON	64,253
16	SVG	58,107
17	HTML	43,261
18	YAML	40,178
19	Unity3D Asset	33,917
20	Rust	32,872
21	LLVM	29,819
22	Unix Assembly	27,672
23	Roff	25,884
24	CSS	21,809
25	TSX	21,637
26	reStructuredText	19,683
27	Perl	18,576
28	Gettext Catalog	17,071
29	Diff	14,225
30	CMake	14,132

Dataset Structure

Data Fields

Field	Type	Description
file_text	string	The full text content of the file (UTF-8 encoded)
language	string	Programming language as identified by github-linguist
file_name	string	A unique identifier for the file within the dataset

Data Format

• Format: Apache Parquet
• File Structure: Single file (data.parquet)

Data Splits

All examples are in the train split. There is no validation or test split.

Example Data Point

{
    'file_text': 'Процедура ОбработкаПроведения(Отказ, Режим)\n\t// Нерабочий вариант без ошибок\n...',
    'language': '1C Enterprise',
    'file_name': '004_work.code.bsl'
}

Dataset Creation

Language Detection

Programming languages are detected using github-linguist, GitHub's library for language detection and syntax highlighting.

Source Data

All data originates from public repositories hosted on GitVerse.

Considerations for Using the Data

Personal and Sensitive Information

The dataset may contain:

• Email addresses in code comments or configuration files
• API keys or credentials that were accidentally committed
• Personal information in comments or documentation

Users should exercise caution and implement appropriate filtering when using this data.

Licensing Information

This dataset is a collection of source code from repositories with various licenses. Any use of all or part of the code gathered in this dataset must abide by the terms of the original licenses, including attribution clauses when relevant. Users of this dataset should respect the rights of the authors and use the data responsibly.