README.md

---
license: cc-by-sa-4.0
language:
- code
task_categories:
- text2text-generation
tags:
- code-generation
pretty_name: DS-1000
---

<h1 align="center"> DS-1000 in simplied format </h1>

This is a reformatting of the DS-1000 dataset with improved ease of use.
* the test process is cleaned up and all contained in the field `code_context`, with the unnecessary pickle and multiple file IOs removed.
  * `code_context` defines `test_execution(code: str)` and `test_string(code: str)` which takes the generated code and evalutes their correctness.
* Python is upgraded to 3.10 and libraries upgraded to the latest versions (`environment.yaml`)
  * checked that the performance is not overly sensitive to library versions (`enviroment-old-lib.yaml`).
* Removed obsolete `parser` module and simplified string testing 
* a few problems were manually fixed and minor inconsistency with the origin due to import side effects etc.

Testing code and examples are in the [original repo](https://github.com/xlang-ai/DS-1000/simplified).


Reformatting credits: Yuhang Lai, Sida Wang