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code_x_glue_ct_code_to_text

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
{
    "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"
    }
}

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": {
        "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"
    }
}