| | --- |
| | dataset_info: |
| | - config_name: clone-detection |
| | features: |
| | - name: label |
| | dtype: |
| | class_label: |
| | names: |
| | '0': '0' |
| | '1': '1' |
| | - name: source_code |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 2118123393 |
| | num_examples: 901028 |
| | - name: validation |
| | num_bytes: 2009829980 |
| | num_examples: 830832 |
| | - name: test |
| | num_bytes: 900449709 |
| | num_examples: 415416 |
| | download_size: 1986648636 |
| | dataset_size: 5028403082 |
| | - config_name: complexity-prediction |
| | features: |
| | - name: source_code |
| | dtype: string |
| | - name: label |
| | dtype: |
| | class_label: |
| | names: |
| | '0': constant |
| | '1': cubic |
| | '2': linear |
| | '3': logn |
| | '4': nlogn |
| | '5': np |
| | '6': quadratic |
| | splits: |
| | - name: train |
| | num_bytes: 10643844.587115342 |
| | num_examples: 3800 |
| | - name: validation |
| | num_bytes: 560202.3466902812 |
| | num_examples: 200 |
| | - name: test |
| | num_bytes: 1448123.066194377 |
| | num_examples: 517 |
| | download_size: 4536582 |
| | dataset_size: 12652170.0 |
| | - config_name: defect-detection |
| | features: |
| | - name: label |
| | dtype: |
| | class_label: |
| | names: |
| | '0': '0' |
| | '1': '1' |
| | - name: source_code |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 44656083 |
| | num_examples: 21854 |
| | - name: validation |
| | num_bytes: 5449113 |
| | num_examples: 2732 |
| | - name: test |
| | num_bytes: 5513310 |
| | num_examples: 2732 |
| | download_size: 21139308 |
| | dataset_size: 55618506 |
| | configs: |
| | - config_name: clone-detection |
| | data_files: |
| | - split: train |
| | path: clone-detection/train-* |
| | - split: validation |
| | path: clone-detection/validation-* |
| | - split: test |
| | path: clone-detection/test-* |
| | - config_name: complexity-prediction |
| | data_files: |
| | - split: train |
| | path: complexity-prediction/train-* |
| | - split: validation |
| | path: complexity-prediction/validation-* |
| | - split: test |
| | path: complexity-prediction/test-* |
| | - config_name: defect-detection |
| | data_files: |
| | - split: train |
| | path: defect-detection/train-* |
| | - split: validation |
| | path: defect-detection/validation-* |
| | - split: test |
| | path: defect-detection/test-* |
| | --- |
| | |
| | This dataset collates three class-balanced code classification datasets in the wild, where splits have been stratified by label. The sources are: |
| |
|
| | 1. CodeXGLUE defect detection (sourced from: [semeru/code-code-DefectDetection](https://huggingface.co/datasets/semeru/code-code-DefectDetection)) |
| | 2. BigCloneBench clone detection (sourced from: [nchen909/bigclonebench-processed](https://huggingface.co/datasets/nchen909/bigclonebench-processed)) |
| | 3. CodeComplex code runtime complexity prediction (sourced from: [codeparrot/codecomplex](https://huggingface.co/datasets/codeparrot/codecomplex)) |
