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--- |
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license: cc-by-sa-4.0 |
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language: |
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- code |
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task_categories: |
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- text2text-generation |
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tags: |
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- code-generation |
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pretty_name: DS-1000 |
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--- |
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<h1 align="center"> DS-1000 in simplied format </h1> |
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This is a reformatting of the DS-1000 dataset with improved ease of use. |
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* the test process is cleaned up and all contained in the field `code_context`, with the unnecessary pickle and multiple file IOs removed. |
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* `code_context` defines `test_execution(code: str)` and `test_string(code: str)` which takes the generated code and evalutes their correctness. |
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* Python is upgraded to 3.10 and libraries upgraded to the latest versions (`environment.yaml`) |
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* checked that the performance is not overly sensitive to library versions (`enviroment-old-lib.yaml`). |
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* Removed obsolete `parser` module and simplified string testing |
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* a few examples were manually fixed; very minor inconsistency due to `import` side-effects when generating tests. |
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Testing code and examples are in the [original repo](https://github.com/xlang-ai/DS-1000/simplified). |
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Reformatting credits: Yuhang Lai, Sida Wang |
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