dchichkov commited on
Commit
f07b425
·
verified ·
1 Parent(s): bd5d259

Adds loader

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  1. explainxkcd.py +55 -0
explainxkcd.py ADDED
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+ import json
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+ import os
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+ import datasets
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+
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+ class ExplainXKCD(datasets.GeneratorBasedBuilder):
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+ """DatasetBuilder for Explain XKCD (JSONL + images)."""
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+ VERSION = datasets.Version("1.0.0")
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+ BUILDER_CONFIGS = [
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+ datasets.BuilderConfig(
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+ name="default",
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+ version=VERSION,
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+ description="Explain XKCD comics with image loading",
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+ ),
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+ ]
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description="xkcd comics imported from JSONL with local image files",
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+ features=datasets.Features({
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+ "number": datasets.Value("string"),
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+ "date": datasets.Value("string"),
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+ "title": datasets.Value("string"),
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+ "before": datasets.Value("string"),
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+ "image": datasets.Image(), # will resolve local file paths
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+ "titletext": datasets.Value("string"),
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+ "transcript": datasets.Value("string"),
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+ "explanation": datasets.Value("string"),
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+ }),
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+ supervised_keys=None,
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+ homepage="https://www.explainxkcd.com/wiki/index.php/Main_Page",
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+ citation="See repository licensing and citation information.",
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ # No remote download: assume both JSONL and images/ live in repo root
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={
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+ "jsonl_path": "explainxkcd_2795.json",
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+ "images_dir": "images",
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+ },
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+ ),
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+ ]
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+
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+ def _generate_examples(self, jsonl_path, images_dir):
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+ """Yields examples as (key, example_dict)."""
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+ with open(jsonl_path, encoding="utf-8") as f:
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+ for idx, line in enumerate(f):
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+ record = json.loads(line)
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+ # Attach local image file path, if present
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+ img_file = record.get("image")
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+ if img_file:
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+ record["image"] = os.path.join(images_dir, img_file)
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+ yield idx, record