参考：
go
使用以下命令在 TFDS 中加载此数据集：
ds = tfds.load('huggingface:code_x_glue_ct_code_to_text/go')
- 说明：
CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text
The dataset we use comes from CodeSearchNet and we filter the dataset as the following:
- Remove examples that codes cannot be parsed into an abstract syntax tree.
- Remove examples that #tokens of documents is < 3 or >256
- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
- Remove examples that documents are not English.
- 许可：无已知许可
- 版本：0.0.0
- 拆分：
| 拆分 | 样本 |
|---|---|
'test' |
8122 |
'train' |
167288 |
'validation' |
7325 |
- 特征：
{
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"_type": "Value"
},
"repo": {
"dtype": "string",
"id": null,
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"path": {
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"language": {
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"code": {
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},
"code_tokens": {
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"docstring": {
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},
"docstring_tokens": {
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},
"length": -1,
"id": null,
"_type": "Sequence"
},
"sha": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
java
使用以下命令在 TFDS 中加载此数据集：
ds = tfds.load('huggingface:code_x_glue_ct_code_to_text/java')
- 说明：
CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text
The dataset we use comes from CodeSearchNet and we filter the dataset as the following:
- Remove examples that codes cannot be parsed into an abstract syntax tree.
- Remove examples that #tokens of documents is < 3 or >256
- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
- Remove examples that documents are not English.
- 许可：无已知许可
- 版本：0.0.0
- 拆分：
| 拆分 | 样本 |
|---|---|
'test' |
10955 |
'train' |
164923 |
'validation' |
5183 |
- 特征：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"repo": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"path": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"func_name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"original_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"docstring": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"docstring_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"sha": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
javascript
使用以下命令在 TFDS 中加载此数据集：
ds = tfds.load('huggingface:code_x_glue_ct_code_to_text/javascript')
- 说明：
CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text
The dataset we use comes from CodeSearchNet and we filter the dataset as the following:
- Remove examples that codes cannot be parsed into an abstract syntax tree.
- Remove examples that #tokens of documents is < 3 or >256
- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
- Remove examples that documents are not English.
- 许可：无已知许可
- 版本：0.0.0
- 拆分：
| 拆分 | 样本 |
|---|---|
'test' |
3291 |
'train' |
58025 |
'validation' |
3885 |
- 特征：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"repo": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"path": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"func_name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"original_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"docstring": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"docstring_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"sha": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
php
使用以下命令在 TFDS 中加载此数据集：
ds = tfds.load('huggingface:code_x_glue_ct_code_to_text/php')
- 说明：
CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text
The dataset we use comes from CodeSearchNet and we filter the dataset as the following:
- Remove examples that codes cannot be parsed into an abstract syntax tree.
- Remove examples that #tokens of documents is < 3 or >256
- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
- Remove examples that documents are not English.
- 许可：无已知许可
- 版本：0.0.0
- 拆分：
| 拆分 | 样本 |
|---|---|
'test' |
14014 |
'train' |
241241 |
'validation' |
12982 |
- 特征：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"repo": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"path": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"func_name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"original_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"docstring": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"docstring_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"sha": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
python
使用以下命令在 TFDS 中加载此数据集：
ds = tfds.load('huggingface:code_x_glue_ct_code_to_text/python')
- 说明：
CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text
The dataset we use comes from CodeSearchNet and we filter the dataset as the following:
- Remove examples that codes cannot be parsed into an abstract syntax tree.
- Remove examples that #tokens of documents is < 3 or >256
- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
- Remove examples that documents are not English.
- 许可：无已知许可
- 版本：0.0.0
- 拆分：
| 拆分 | 样本 |
|---|---|
'test' |
14918 |
'train' |
251820 |
'validation' |
13914 |
- 特征：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"repo": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"path": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"func_name": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"original_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"language": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"docstring": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"docstring_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"sha": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
ruby
使用以下命令在 TFDS 中加载此数据集：
ds = tfds.load('huggingface:code_x_glue_ct_code_to_text/ruby')
- 说明：
CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text
The dataset we use comes from CodeSearchNet and we filter the dataset as the following:
- Remove examples that codes cannot be parsed into an abstract syntax tree.
- Remove examples that #tokens of documents is < 3 or >256
- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
- Remove examples that documents are not English.
- 许可：无已知许可
- 版本：0.0.0
- 拆分：
| 拆分 | 样本 |
|---|---|
'test' |
1261 |
'train' |
24927 |
'validation' |
1400 |
- 特征：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"repo": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"path": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"func_name": {
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"original_string": {
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"id": null,
"_type": "Value"
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"language": {
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"id": null,
"_type": "Value"
},
"code": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"code_tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"docstring": {
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"id": null,
"_type": "Value"
},
"docstring_tokens": {
"feature": {
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"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"sha": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"url": {
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}
}