README.md

metadata

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 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:

  {
    '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.
• Deduplified: No