|
--- |
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license: apache-2.0 |
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dtype: int64 |
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dataset_size: 560157388 |
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dtype: int64 |
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num_examples: 224 |
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download_size: 22014753 |
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dataset_size: 114370147 |
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data_files: |
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- split: test |
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path: data/function_class_mask_half_composer/all_context/test-* |
|
- config_name: function_class_mask_half_composer_non_py_context |
|
data_files: |
|
- split: test |
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path: data/function_class_mask_half_composer/non_py_context/test-* |
|
- config_name: function_class_mask_half_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/function_class_mask_half_composer/py_context/test-* |
|
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data_files: |
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- split: test |
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path: data/imports_first_composer/all_context/test-* |
|
- config_name: imports_first_composer_non_py_context |
|
data_files: |
|
- split: test |
|
path: data/imports_first_composer/non_py_context/test-* |
|
- config_name: imports_first_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/imports_first_composer/py_context/test-* |
|
- config_name: alphabetical_composer_all_context |
|
data_files: |
|
- split: test |
|
path: data/alphabetical_composer/all_context/test-* |
|
- config_name: alphabetical_composer_non_py_context |
|
data_files: |
|
- split: test |
|
path: data/alphabetical_composer/non_py_context/test-* |
|
- config_name: alphabetical_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/alphabetical_composer/py_context/test-* |
|
- config_name: naive_composer_all_context |
|
data_files: |
|
- split: test |
|
path: data/naive_composer/all_context/test-* |
|
- config_name: naive_composer_non_py_context |
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data_files: |
|
- split: test |
|
path: data/naive_composer/non_py_context/test-* |
|
- config_name: naive_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/naive_composer/py_context/test-* |
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data_files: |
|
- split: test |
|
path: data/path_distance_composer/all_context/test-* |
|
- config_name: path_distance_composer_non_py_context |
|
data_files: |
|
- split: test |
|
path: data/path_distance_composer/non_py_context/test-* |
|
- config_name: path_distance_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/path_distance_composer/py_context/test-* |
|
default: True |
|
- config_name: file_length_composer_all_context |
|
data_files: |
|
- split: test |
|
path: data/file_length_composer/all_context/test-* |
|
- config_name: file_length_composer_non_py_context |
|
data_files: |
|
- split: test |
|
path: data/file_length_composer/non_py_context/test-* |
|
- config_name: file_length_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/file_length_composer/py_context/test-* |
|
- config_name: half_memory_composer_all_context |
|
data_files: |
|
- split: test |
|
path: data/half_memory_composer/all_context/test-* |
|
- config_name: half_memory_composer_non_py_context |
|
data_files: |
|
- split: test |
|
path: data/half_memory_composer/non_py_context/test-* |
|
- config_name: half_memory_composer_py_context |
|
data_files: |
|
- split: test |
|
path: data/half_memory_composer/py_context/test-* |
|
- config_name: function_class_mask_one_composer_all_context |
|
data_files: |
|
- split: test |
|
path: data/function_class_mask_one_composer/all_context/test-* |
|
- config_name: function_class_mask_one_composer_non_py_context |
|
data_files: |
|
- split: test |
|
path: data/function_class_mask_one_composer/non_py_context/test-* |
|
- config_name: function_class_mask_one_composer_py_context |
|
data_files: |
|
- split: test |
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path: data/function_class_mask_one_composer/py_context/test-* |
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--- |
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# Repository Level Code Completion Dataset for Evaluation |
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This is a dataset of repository snapshots before a commit where a python file has been added. One needs to complete added file with given content of repository composed in different ways. |
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## How to load the data |
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1. via [`load_dataset`](https://huggingface.co/docs/datasets/v2.14.3/en/package_reference/loading_methods#datasets.load_dataset): |
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``` |
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from datasets import load_dataset |
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data_files = # choose from the table below |
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dataset = load_dataset("jenyag/repo-code-completion", data_files=data_files, split="train") |
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``` |
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#### Options for `data_files`: |
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| | **all_context** | **non_py_context** | **py_context** | |
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|----|----|----|----| |
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| **function class mask half composer** | data/function_class_mask_half_composer/all_context/test-* | data/function_class_mask_half_composer/non_py_context/test-* | data/function_class_mask_half_composer/py_context/test-* | |
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| **imports first composer** | data/imports_first_composer/all_context/test-* | data/imports_first_composer/non_py_context/test-* | data/imports_first_composer/py_context/test-* | |
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| **alphabetical composer** | data/alphabetical_composer/all_context/test-* | data/alphabetical_composer/non_py_context/test-* | data/alphabetical_composer/py_context/test-* | |
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| **naive composer** | data/naive_composer/all_context/test-* | data/naive_composer/non_py_context/test-* | data/naive_composer/py_context/test-* | |
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| **path distance composer** | data/path_distance_composer/all_context/test-* | data/path_distance_composer/non_py_context/test-* | data/path_distance_composer/py_context/test-* | |
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| **file length composer** | data/file_length_composer/all_context/test-* | data/file_length_composer/non_py_context/test-* | data/file_length_composer/py_context/test-* | |
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| **half memory composer** | data/half_memory_composer/all_context/test-* | data/half_memory_composer/non_py_context/test-* | data/half_memory_composer/py_context/test-* | |
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| **function class mask one composer** | data/function_class_mask_one_composer/all_context/test-* | data/function_class_mask_one_composer/non_py_context/test-* | data/function_class_mask_one_composer/py_context/test-* | |
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## How to get the full context for the specific line |
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``` |
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for datapoint in dataset: |
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project_context = datapoint['project_context'] # The project context may be quite long |
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for file_context_dict, ground_truth in zip(datapoint['file_context'], datapoint['gt']): |
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file_context = file_context_dict['content'] |
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full_context = project_context + file_context |
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``` |
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