Datasets:

Modalities:
Tabular
Text
Formats:
parquet
ArXiv:
Libraries:
Datasets
pandas

Add task categories and relevant tags to metadata

#2
by nielsr HF Staff - opened
Files changed (1) hide show
  1. README.md +29 -22
README.md CHANGED
@@ -1,4 +1,11 @@
1
  ---
 
 
 
 
 
 
 
2
  dataset_info:
3
  features:
4
  - name: repo
@@ -57,44 +64,44 @@ multiple diff representations (`udiff`, `udiff-h`, `udiff-l`, and `search-replac
57
 
58
  These formats enable evaluation of LLM capabilities on three code editing tasks:
59
 
60
- - **Apply**: Given old code and diff, generate new code
61
- - **Anti-Apply**: Given new code and diff, generate old code
62
- - **Diff-Generation**: Given old and new code, generate the diff
63
 
64
  ## How it's built
65
 
66
  Examples were systematically filtered from CommitPackFT to ensure high quality:
67
 
68
- - **Scope**: Single-file changes only, excluding binary files, vendor directories, and generated code
69
- - **Quality**: Removed trivial changes (whitespace-only) and likely test files
70
- - **Size**: Required 40+ lines in at least one version of the code (old or new); excluded very large files (1000+ lines)
71
- - **Sampling**:
72
- - Target 50/50 split between single-hunk and multi-hunk edits (hunks counted via `@@` markers in the unified diff).
73
- - Within each hunk group, stratify by change size (lines added + removed) using the 40th/80th percentiles of that
74
- group, targeting ≈40% small, 40% medium, 20% large.
75
- - Cap examples to ≤5 per repository per language.
76
 
77
  ## Dataset Statistics
78
 
79
- - **Total examples:** 1,000
80
- - **Languages:** Python (200), JavaScript (200), Java (200), Kotlin (200), Rust (200)
81
 
82
  **Hunks:**
83
 
84
- - **1 hunk:** 500 (50.0%)
85
- - **2+ hunks:** 500 (50.0%)
86
 
87
  **Change size (added + removed), stratified within hunk groups:**
88
 
89
- - **Small** (≤40th pct): 424 (42.4%)
90
- - **Medium** (40th–80th): 388 (38.8%)
91
- - **Large** (>80th): 188 (18.8%)
92
 
93
  **Change type:**
94
 
95
- - **Mixed** (additions + deletions): 815 (81.5%)
96
- - **Add-only:** 163 (16.3%)
97
- - **Delete-only:** 22 (2.2%)
98
 
99
  **Repository diversity:** 891 unique repositories.
100
 
@@ -117,4 +124,4 @@ Examples were systematically filtered from CommitPackFT to ensure high quality:
117
  | `udiff` | string | Standard unified diff (1-line context, numeric hunk headers) |
118
  | `udiff-h` | string | Unified diff with relaxed hunk headers written as `@@ ... @@` |
119
  | `udiff-l` | string | Unified diff with explicit line markers: `ADD`, `DEL`, and `CON` |
120
- | `search-replace` | string | Search/replace representation: pairs of `SEARCH`/`REPLACE` edit blocks |
 
1
  ---
2
+ task_categories:
3
+ - text-generation
4
+ - code-generation
5
+ - code-understanding
6
+ tags:
7
+ - diff-understanding
8
+ - benchmark
9
  dataset_info:
10
  features:
11
  - name: repo
 
64
 
65
  These formats enable evaluation of LLM capabilities on three code editing tasks:
66
 
67
+ - **Apply**: Given old code and diff, generate new code
68
+ - **Anti-Apply**: Given new code and diff, generate old code
69
+ - **Diff-Generation**: Given old and new code, generate the diff
70
 
71
  ## How it's built
72
 
73
  Examples were systematically filtered from CommitPackFT to ensure high quality:
74
 
75
+ - **Scope**: Single-file changes only, excluding binary files, vendor directories, and generated code
76
+ - **Quality**: Removed trivial changes (whitespace-only) and likely test files
77
+ - **Size**: Required 40+ lines in at least one version of the code (old or new); excluded very large files (1000+ lines)
78
+ - **Sampling**:
79
+ - Target 50/50 split between single-hunk and multi-hunk edits (hunks counted via `@@` markers in the unified diff).
80
+ - Within each hunk group, stratify by change size (lines added + removed) using the 40th/80th percentiles of that
81
+ group, targeting ≈40% small, 40% medium, 20% large.
82
+ - Cap examples to ≤5 per repository per language.
83
 
84
  ## Dataset Statistics
85
 
86
+ - **Total examples:** 1,000
87
+ - **Languages:** Python (200), JavaScript (200), Java (200), Kotlin (200), Rust (200)
88
 
89
  **Hunks:**
90
 
91
+ - **1 hunk:** 500 (50.0%)
92
+ - **2+ hunks:** 500 (50.0%)
93
 
94
  **Change size (added + removed), stratified within hunk groups:**
95
 
96
+ - **Small** (≤40th pct): 424 (42.4%)
97
+ - **Medium** (40th–80th): 388 (38.8%)
98
+ - **Large** (>80th): 188 (18.8%)
99
 
100
  **Change type:**
101
 
102
+ - **Mixed** (additions + deletions): 815 (81.5%)
103
+ - **Add-only:** 163 (16.3%)
104
+ - **Delete-only:** 22 (2.2%)
105
 
106
  **Repository diversity:** 891 unique repositories.
107
 
 
124
  | `udiff` | string | Standard unified diff (1-line context, numeric hunk headers) |
125
  | `udiff-h` | string | Unified diff with relaxed hunk headers written as `@@ ... @@` |
126
  | `udiff-l` | string | Unified diff with explicit line markers: `ADD`, `DEL`, and `CON` |
127
+ | `search-replace` | string | Search/replace representation: pairs of `SEARCH`/`REPLACE` edit blocks |