File size: 1,386 Bytes
7ba602f 9175c95 4d1df42 9175c95 4d1df42 9175c95 4d1df42 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 |
---
dataset_info:
features:
- name: code
dtype: string
- name: language
dtype: string
- name: AST_depth
dtype: int64
- name: alphanumeric_fraction
dtype: float64
- name: max_line_length
dtype: int64
- name: avg_line_length
dtype: float64
- name: num_lines
dtype: int64
- name: source
dtype: string
splits:
- name: train
num_bytes: 169267119695.4714
num_examples: 79257494
download_size: 70525724897
dataset_size: 169267119695.4714
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
This dataset contains deduplicated data from [StarCoder](https://huggingface.co/datasets/bigcode/starcoderdata), [
The-Vault-inline](https://huggingface.co/datasets/Fsoft-AIC/the-vault-inline) and [Project_CodeNet](https://github.com/IBM/Project_CodeNet).
Cleaning:
- We removed the metadata tags (file-name, number of stars etc) from starcoder split of the dataset
We filtered the data by:
- **AST parsability**: we extracted only the AST parsable codes
- **AST Depth**: only samples with depth from 2.0 to 31.0
- **Maximum Line Length**: only samples with a maximum of 12.0 to 400.0 characters
- **Average Line Length**: only samples with 5.0 to 140.0 characters on average
- **Alphanumeric Fraction** of samples is greater than 0.2 and less than 0.9
- **Number of Lines**: from 6.0 to 300.0 |