language: code
license: apache-2.0
multilinguality: multilingual
source_datasets:
- code-search-net/code_search_net
pretty_name: CodeSearchNet for CodeGen
dataset_summary: >-
This is a processed version of the CodeSearchNet dataset. Namely, I separated
the `doc` (documentation/docstring), `sign` (function signature), and `output`
(function body) into separate fields; `doc` and `sign` are concatenated
(according to the correct order of the programming language) into the
`problem` field, making it suitable for the code generation task.
data_collection_and_processing_section: >
During processing of the original dataset, 731 records were ignored due to
various reasons:
- python: no docstring at function begin: 651 cases
- java: code cutoff at wrong end: 49 cases
- php: multiple fields/methods: 17 cases
- ruby: parse error: 7 cases
- python: mixing spaces and tabs: 4 cases
- go: no method body: 1 cases
- php: code cutoff at wrong end: 1 cases
- php: no method body: 1 cases
dataset_card_authors: Pengyu Nie <[email protected]>
Dataset Card for CodeSearchNet for CodeGen
This is a processed version of the CodeSearchNet dataset. Namely, I separated the doc (documentation/docstring), sign (function signature), and output (function body) into separate fields; doc and sign are concatenated (according to the correct order of the programming language) into the problem field, making it suitable for the code generation task.
Dataset Details
Dataset Description
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- Language(s) (NLP): code
- License: apache-2.0
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Source Data
Data Collection and Processing
During processing of the original dataset, 731 records were ignored due to various reasons:
- python: no docstring at function begin: 651 cases
- java: code cutoff at wrong end: 49 cases
- php: multiple fields/methods: 17 cases
- ruby: parse error: 7 cases
- python: mixing spaces and tabs: 4 cases
- go: no method body: 1 cases
- php: code cutoff at wrong end: 1 cases
- php: no method body: 1 cases
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Dataset Card Authors [optional]
Pengyu Nie [email protected]
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