metadata
dataset_info:
- config_name: C
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 116010891
num_examples: 138903
- name: validation
num_bytes: 23655147
num_examples: 28739
- name: test
num_bytes: 15089573
num_examples: 18108
download_size: 84218245
dataset_size: 154755611
- config_name: C++
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 283988203
num_examples: 318858
- name: validation
num_bytes: 71347480
num_examples: 81875
- name: test
num_bytes: 40434527
num_examples: 45965
download_size: 210054789
dataset_size: 395770210
- config_name: Go
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 233348778
num_examples: 266236
- name: validation
num_bytes: 50916905
num_examples: 55959
- name: test
num_bytes: 49018314
num_examples: 55278
download_size: 177300040
dataset_size: 333283997
- config_name: Java
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 341095989
num_examples: 352118
- name: validation
num_bytes: 70142853
num_examples: 75173
- name: test
num_bytes: 73746462
num_examples: 75789
download_size: 237710158
dataset_size: 484985304
- config_name: Python
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 540249752
num_examples: 627007
- name: validation
num_bytes: 83521636
num_examples: 98147
- name: test
num_bytes: 92836805
num_examples: 113517
download_size: 390614385
dataset_size: 716608193
- config_name: Rust
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 78635879
num_examples: 88593
- name: validation
num_bytes: 20637229
num_examples: 23356
- name: test
num_bytes: 15019809
num_examples: 16851
download_size: 61646506
dataset_size: 114292917
- config_name: TypeScript
features:
- name: message
dtype: string
- name: diff
dtype: string
splits:
- name: train
num_bytes: 306561530
num_examples: 378871
- name: validation
num_bytes: 56861379
num_examples: 72008
- name: test
num_bytes: 62396070
num_examples: 77097
download_size: 224008717
dataset_size: 425818979
configs:
- config_name: C
data_files:
- split: train
path: C/train-*
- split: validation
path: C/validation-*
- split: test
path: C/test-*
- config_name: C++
data_files:
- split: train
path: C++/train-*
- split: validation
path: C++/validation-*
- split: test
path: C++/test-*
- config_name: Go
data_files:
- split: train
path: Go/train-*
- split: validation
path: Go/validation-*
- split: test
path: Go/test-*
- config_name: Java
data_files:
- split: train
path: Java/train-*
- split: validation
path: Java/validation-*
- split: test
path: Java/test-*
- config_name: Python
data_files:
- split: train
path: Python/train-*
- split: validation
path: Python/validation-*
- split: test
path: Python/test-*
- config_name: Rust
data_files:
- split: train
path: Rust/train-*
- split: validation
path: Rust/validation-*
- split: test
path: Rust/test-*
- config_name: TypeScript
data_files:
- split: train
path: TypeScript/train-*
- split: validation
path: TypeScript/validation-*
- split: test
path: TypeScript/test-*
tags:
- code
size_categories:
- 100K<n<1M
This is a filtered version of the JetBrains-Research/commit-chronicle dataset. It has been subsetted for the following languages:
[
"C", "C++", "Go", "Java", "Python", "Rust", "TypeScript"
]
Further filtering steps undertaken are:
- Useless features have been removed and only the message and diff retained.
- Only commits that modify a single file have been chosen.
- Samples containing diffs longer than 1024 tokens (by the
ObscuraCoder/Tokenizertokenizer estimate) have been discarded.