---
dataset_info:
  features:
  - name: repo
    dtype: string
  - name: instance_id
    dtype: string
  - name: base_commit
    dtype: string
  - name: patch
    dtype: string
  - name: test_patch
    dtype: string
  - name: problem_statement
    dtype: string
  - name: requirements
    dtype: string
  - name: interface
    dtype: string
  - name: repo_language
    dtype: string
  - name: fail_to_pass
    dtype: string
  - name: pass_to_pass
    dtype: string
  - name: issue_specificity
    dtype: string
  - name: issue_categories
    dtype: string
  splits:
  - name: test
    num_bytes: 23284899
    num_examples: 731
  download_size: 120086340
  dataset_size: 416515483
configs:
- config_name: default
  data_files:
  - split: test
    path: test.csv
---


## Dataset Summary

SWE-Bench Pro is a challenging, enterprise-level dataset for testing agent ability on long-horizon software engineering tasks.

See the related evaluation Github: https://github.com/scaleapi/SWE-bench_Pro-os

## Dataset Structure

### Data Instances

An example datum contains:
```json
{
"repo": "repository_name",
"instance_id": "unique_identifier_65_to_120_chars",
"base_commit": "40_char_git_commit_hash",
"patch": "code_patch_diff_1.44k_to_180k_chars",
"test_patch": "test_cases_325_to_322k_chars",
"problem_statement": "issue_description_419_to_8.04k_chars",
"requirements": "project_dependencies_124_to_6.7k_chars",
"interface": "api_specifications_1_to_12.2k_chars",
"repo_language": "programming_language",
"fail_to_pass": "tests_that_should_pass_after_patch_10_to_155k_chars",
"pass_to_pass": "tests_that_should_continue_passing_2_to_532k_chars",
"issue_specificity": "specificity_level_12_to_77_chars",
"issue_categories": "issue_type_categories_and_tags"
}
```

## Data Fields

repo (string): Repository identifier - one of 11 repository classes

instance_id (string): Unique identifier for each instance (65-120 characters)

base_commit (string): Git commit hash of the base version (40 characters)

patch (string): The actual code patch/diff (1.44k - 180k characters)

test_patch (string): Test cases related to the patch (325 - 322k characters)

problem_statement (string): Description of the issue being addressed (419 - 8.04k characters)

requirements (string): Project requirements or dependencies (124 - 6.7k characters, may be null)

interface (string): API or interface specifications (1 - 12.2k characters, may be null)

repo_language (string): Programming language of the repository - one of 4 language classes

fail_to_pass (string): Test cases that should pass after patch application (10 - 155k characters)

pass_to_pass (string): Test cases that should continue passing (2 - 532k characters)

issue_specificity (string): Specificity of the issue (12-77 characters)

issue_categories (string): Categories or tags for the issue type