dataset_infos.json

{"default": {"description": "CodeXGLUE NL-code-search-Adv dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Text-Code/NL-code-search-Adv\n\nThe dataset we use comes from CodeSearchNet and we filter the dataset as the following:\n- Remove examples that codes cannot be parsed into an abstract syntax tree.\n- Remove examples that #tokens of documents is < 3 or >256\n- Remove examples that documents contain special tokens (e.g. <img ...> or https:...)\n- Remove examples that documents are not English.\n", "citation": "@article{husain2019codesearchnet,\ntitle={Codesearchnet challenge: Evaluating the state of semantic code search},\nauthor={Husain, Hamel and Wu, Ho-Hsiang and Gazit, Tiferet and Allamanis, Miltiadis and Brockschmidt, Marc},\njournal={arXiv preprint arXiv:1909.09436},\nyear={2019}\n}", "homepage": "https://github.com/madlag/CodeXGLUE/tree/main/Text-Code/NL-code-search-Adv", "license": "", "features": {"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"}, "docstring_summary": {"dtype": "string", "id": null, "_type": "Value"}, "parameters": {"dtype": "string", "id": null, "_type": "Value"}, "return_statement": {"dtype": "string", "id": null, "_type": "Value"}, "argument_list": {"dtype": "string", "id": null, "_type": "Value"}, "identifier": {"dtype": "string", "id": null, "_type": "Value"}, "nwo": {"dtype": "string", "id": null, "_type": "Value"}, "score": {"dtype": "float32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": {"input": "docstring", "output": "docstring_tokens"}, "task_templates": null, "builder_name": "code_x_glue_tc_nl_code_search_adv", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 820716084, "num_examples": 251820, "dataset_name": "code_x_glue_tc_nl_code_search_adv"}, "validation": {"name": "validation", "num_bytes": 23468834, "num_examples": 9604, "dataset_name": "code_x_glue_tc_nl_code_search_adv"}, "test": {"name": "test", "num_bytes": 47433760, "num_examples": 19210, "dataset_name": "code_x_glue_tc_nl_code_search_adv"}}, "download_checksums": {"https://s3.amazonaws.com/code-search-net/CodeSearchNet/v2/python.zip": {"num_bytes": 940909997, "checksum": "7223c6460bebfa85697b586da91e47bc5d64790a4d60bba5917106458ab6b40e"}, "https://raw.githubusercontent.com/madlag/CodeXGLUE/main/Text-Code/NL-code-search-Adv/dataset.zip": {"num_bytes": 25115627, "checksum": "b4d5157699ca3bda7a33674f17d7b24294b4c8f36f650cea01d3d0dbcefdc656"}}, "download_size": 966025624, "post_processing_size": null, "dataset_size": 891618678, "size_in_bytes": 1857644302}}