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import json
import os
import datasets
# Define the different configurations (languages)
_LANGUAGES = ["java", "kt", "py"]
class BugLocalizationConfig(datasets.BuilderConfig):
"""BuilderConfig for BugLocalization dataset"""
def __init__(self, **kwargs):
"""BuilderConfig for BugLocalization.
Args:
**kwargs: keyword arguments forwarded to super.
"""
super(BugLocalizationConfig, self).__init__(**kwargs)
class BugLocalization(datasets.GeneratorBasedBuilder):
"""BugLocalization dataset"""
BUILDER_CONFIGS = [
BugLocalizationConfig(name=lang, description=f"My dataset for {lang}.")
for lang in _LANGUAGES
]
def _info(self):
pass
def _split_generators(self, dl_manager):
urls = {
"python": "python.jsonl",
"java": "java.jsonl",
"kotlin": "kotlin.jsonl",
}
downloaded_files = dl_manager.download_and_extract(urls)
return [datasets.SplitGenerator(
name=datasets.Split.TRAIN,
gen_kwargs={"filepath": downloaded_files[self.config.name]}
)]
def _generate_examples(self, filepath):
with open(filepath, encoding="utf-8") as f:
for id_, line in enumerate(f):
data = json.loads(line)
yield data |