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code_x_glue_tc_nl_code_search_adv

参考:

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:code_x_glue_tc_nl_code_search_adv')
  • 说明
CodeXGLUE NL-code-search-Adv dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Text-Code/NL-code-search-Adv

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' 19210
'train' 251820
'validation' 9604
  • 特征
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        "id": null,
        "_type": "Value"
    },
    "repo": {
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    "path": {
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    "func_name": {
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    "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",
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        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "docstring": {
        "dtype": "string",
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    },
    "docstring_tokens": {
        "feature": {
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        "length": -1,
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    "sha": {
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    "url": {
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    "docstring_summary": {
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    "parameters": {
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    "return_statement": {
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    "argument_list": {
        "dtype": "string",
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        "_type": "Value"
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    "identifier": {
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    "nwo": {
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    },
    "score": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    }
}