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Datasets:
Shuu12121
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python-codesearch-filtered

Modalities:
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Formats:
parquet
Languages:
code
Size:
100K - 1M
Tags:
code
python
codesearchnet-format
Libraries:
Datasets
Dask
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metadata
license: apache-2.0
language: code
tags:
  - code
  - python
  - codesearchnet-format
dataset_info:
  features:
    - name: code
      dtype: string
    - name: docstring
      dtype: string
    - name: func_name
      dtype: string
    - name: language
      dtype: string
    - name: repo
      dtype: string
    - name: path
      dtype: string
    - name: url
      dtype: string
    - name: license
      dtype: string
  splits:
    - name: train
      num_bytes: 930859606.6885663
      num_examples: 605202
    - name: validation
      num_bytes: 16569909.301435407
      num_examples: 10728
    - name: test
      num_bytes: 18859879.313334443
      num_examples: 13115
  download_size: 305620969
  dataset_size: 966289395.3033361
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*

📘 Dataset Description

This dataset contains Python functions and their documentation comments (docstring) extracted from public GitHub repositories. Each function is paired with metadata such as the repository name, file path, original license, and GitHub URL.

Only code licensed under the following OSI-approved permissive licenses was included:

  • MIT
  • Apache License 2.0
  • BSD 2-Clause
  • BSD 3-Clause
  • ISC

These licenses permit reuse and redistribution (including commercial use) provided that proper attribution and license terms are preserved.

📄 Licensing and Legal Notice

All code snippets in this dataset were collected from public GitHub repositories that explicitly declare their licenses as one of the following: MIT, Apache-2.0, BSD-2-Clause, BSD-3-Clause, or ISC.

To comply with license terms:

  • Each sample retains its license type in the license field.
  • Repository names and GitHub URLs are included to allow proper attribution.
  • License texts are available in the LICENSES/ directory.
  • No code from repositories lacking a license or using GPL-style licenses was included.

⚠️ Disclaimer: While care has been taken to ensure license compliance, users are responsible for verifying license terms and ensuring proper attribution when using this dataset in downstream applications.

Splits

  • train: 605,202 examples
  • validation: 10,728 examples
  • test: 13,115 examples

Total: 629,045 examples