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--- |
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dataset_info: |
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features: |
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- name: id |
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dtype: string |
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- name: repo_url |
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dtype: string |
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- name: instruction |
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dtype: string |
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- name: parent_commit |
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dtype: string |
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- name: test_script |
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dtype: string |
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- name: testbed_environment |
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dtype: string |
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- name: requirements_txt |
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dtype: string |
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- name: solution_commit |
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dtype: string |
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- name: solution_patch |
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dtype: string |
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- name: modified_files |
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dtype: string |
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- name: language |
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dtype: string |
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splits: |
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- name: test |
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num_bytes: 4645427 |
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num_examples: 100 |
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configs: |
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- config_name: default |
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data_files: |
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- split: test |
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path: dataset.json |
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--- |
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### Dataset Summary |
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CoderEval is a codebase editing benchmark based on compact, natural language instructions. The task is to, given an edit instruction and a codebase, produce a patch file that makes the correct edit to the codebase. |
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The dataset was released as part of [CoderEval: Evaluating the Capability of Language Models in Large-Scale Software Development](https://arxiv.org/abs/[ARXIV_LINK]) |
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### Dataset Structure |
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An example of a CoderEval task instance is as follows: |
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``` |
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id (str) - A unique identifier for the task instance. |
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repo_url (str) - The URL of the repository involved in the task. |
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instruction (str) - The repository edit instruction. |
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parent_commit (str) - The commit hash of the repository representing the HEAD of the repository immediately before the instruction was carried out. |
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test_script (str) - The task's test suite as a python script to be run from the root of the repository. |
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testbed_environment (str) - The python version used to run the test suite. |
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requirements_txt (str) - The pip package dependencies required to run the test suite. |
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solution_commit (str) - The commit hash of the repository representing the HEAD of the repository immediately after the instruction was carried out. |
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solution_patch (str) - The patch in the unified diff format representing the difference between the parent and solution commit. |
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modified_files (str) - A dictionary of files and their content that were modified by the solution commit. |
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language (str) - The primary programming language of the repository. |
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``` |
