sentence-transformers/codesearchnet

---
language:
- en
multilinguality:
- monolingual
size_categories:
- 1M<n<10M
task_categories:
- feature-extraction
- sentence-similarity
pretty_name: CodeSearchNet
tags:
- sentence-transformers
dataset_info:
config_name: pair
features:
- name: comment
dtype: string
- name: code
dtype: string
splits:
- name: train
num_bytes: 1016891681
num_examples: 1375067
download_size: 491861063
dataset_size: 1016891681
configs:
- config_name: pair
data_files:
- split: train
path: pair/train-*
---

# Dataset Card for CodeSearchNet

This dataset is a collection of comment-code pairs of various programming languages. See [code_search_net](https://huggingface.co/datasets/code_search_net) for additional information.
This dataset can be used directly with Sentence Transformers to train embedding models.

## Dataset Subsets

### `pair` subset

* Columns: "comment", "code"
* Column types: `str`, `str`
* Examples:
```python
{
'comment': 'Computes the new parent id for the node being moved.\n\n@return int',
'code': "protected function parentId()\n\t{\n\t\tswitch ( $this->position )\n\t\t{\n\t\t\tcase 'root':\n\t\t\t\treturn null;\n\n\t\t\tcase 'child':\n\t\t\t\treturn $this->target->getKey();\n\n\t\t\tdefault:\n\t\t\t\treturn $this->target->getParentId();\n\t\t}\n\t}",
}
```
* Collection strategy: Reading the Code Search Net dataset from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data).
* Deduplified: No

原始信息汇总

数据集概述

基本信息

• 名称: CodeSearchNet
• 语言: 英语
• 多语言性: 单语
• 大小: 1M<n<10M
• 任务类别: 特征提取, 句子相似性
• 标签: sentence-transformers

数据集配置

• 配置名称: pair
• 特征:
  • comment: 数据类型为字符串
  • code: 数据类型为字符串

数据集分割

• 训练集:
  • 数据量: 1016891681字节
  • 示例数量: 1375067
  • 下载大小: 491861063字节
  • 数据集大小: 1016891681字节

数据集子集

• 子集名称: pair
  • 列: "comment", "code"
  • 列类型: 字符串, 字符串
  • 示例: python { comment: Computes the new parent id for the node being moved.

@return int, code: "protected function parentId() { switch ( $this->position ) { case root: return null;

		case child:
			return $this->target->getKey();

		default:
			return $this->target->getParentId();
	}
}",
}

• 收集策略: 从embedding-training-data读取Code Search Net数据集
• 是否去重: 否