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cpp_dataset/README.md

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+---
+license: apache-2.0
+task_categories:
+- text-generation
+- fill-mask
+language:
+- code
+size_categories:
+- 1K<n<10K
+dataset_info:
+- config_name: all
+  features:
+  - name: repository_name
+    dtype: string
+  - name: func_path_in_repository
+    dtype: string
+  - name: func_name
+    dtype: string
+  - name: whole_func_string
+    dtype: string
+  - name: language
+    dtype: string
+  - name: func_code_string
+    dtype: string
+  - name: func_code_tokens
+    sequence: string
+  - name: func_documentation_string
+    dtype: string
+  - name: func_documentation_tokens
+    sequence: string
+  - name: split_name
+    dtype: string
+  - name: func_code_url
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 5850604083
+    num_examples: 1880853
+  - name: test
+    num_bytes: 308626333
+    num_examples: 100529
+  - name: validation
+    num_bytes: 274564382
+    num_examples: 89154
+  download_size: 5117370511
+  dataset_size: 6433794798
+- config_name: cpp
+  features:
+  - name: repository_name
+    dtype: string
+  - name: func_path_in_repository
+    dtype: string
+  - name: func_name
+    dtype: string
+  - name: whole_func_string
+    dtype: string
+  - name: language
+    dtype: string
+  - name: func_code_string
+    dtype: string
+  - name: func_code_tokens
+    sequence: string
+  - name: func_documentation_string
+    dtype: string
+  - name: func_documentation_tokens
+    sequence: string
+  - name: split_name
+    dtype: string
+  - name: func_code_url
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 1429272535
+    num_examples: 454451
+  - name: test
+    num_bytes: 82377246
+    num_examples: 26909
+  - name: validation
+    num_bytes: 42358315
+    num_examples: 15328
+  download_size: 1060569153
+  dataset_size: 1554008096
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: "cpp_dataset/train/train.jsonl"
+  - split: test
+    path: "cpp_dataset/test/test.jsonl"
+  - split: validation
+    path: "cpp_dataset/validation/validation.jsonl" 
+---
+
+# C++ Dataset
+> documentation source: https://huggingface.co/docs/datasets/main/en/repository_structure
+
+
+
+### Supported Tasks and Leaderboards
+
+- `language-modeling`: The dataset can be used to train a model for modelling programming languages, which consists in building language models for programming languages.
+
+### Language
+
+- C++ **programming** language
+
+  
+
+
+## Dataset Structure
+
+### Data Instances
+
+A data point consists of a function code along with its documentation. Each data point also contains meta data on the function, such as the repository it was extracted from.
+```
+{
+  'id': '0',
+  'repository_name': 'organisation/repository',
+  'func_path_in_repository': 'src/path/to/file.py',
+  'func_name': 'func',
+  'whole_func_string': 'def func(args):\n"""Docstring"""\n [...]',
+  'language': 'python', 
+  'func_code_string': '[...]',
+  'func_code_tokens': ['def', 'func', '(', 'args', ')', ...],
+  'func_documentation_string': 'Docstring',
+  'func_documentation_string_tokens': ['Docstring'],
+  'split_name': 'train',
+  'func_code_url': 'https://github.com/<org>/<repo>/blob/<hash>/src/path/to/file.py#L111-L150'
+}
+```
+
+### Data Fields
+
+- `id`: Arbitrary number
+- `repository_name`: name of the GitHub repository
+- `func_path_in_repository`: tl;dr: path to the file which holds the function in the repository
+- `func_name`: name of the function in the file
+- `whole_func_string`: Code + documentation of the function
+- `language`: Programming language in whoch the function is written
+- `func_code_string`: Function code
+- `func_code_tokens`: Tokens yielded by Treesitter
+- `func_documentation_string`: Function documentation
+- `func_documentation_string_tokens`: Tokens yielded by Treesitter
+- `split_name`: Name of the split to which the example belongs (one of train, test or valid)
+- `func_code_url`: URL to the function code on Github
+
+### Data Splits
+
+Three splits are available:
+- train
+- test
+- valid
+
+### Citation Information
+
+- based on (format and idea): https://huggingface.co/datasets/code_search_net
+- expanded by
+@article{husain2019codesearchnet,
+  title={C++ Dataset},
+  author={Klaes, Malte},
+  year={2024}
+}