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28ea423
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Parent(s):
8e418a3
Update parquet files
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README.md
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---
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license: cc-by-nc-4.0
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---
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## Required installation
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```bash
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pip3 install pypdf2 pdf2image
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sudo apt-get install poppler-utils
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```
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data/data_dir.zip → default/unit-test_pd_ffolder-test.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7fde82f823fa9e527516fc991f6a49e6c2c8554fdae3c9c79e8657f1c6e318b
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size 17154588
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default/unit-test_pd_ffolder-train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7fde82f823fa9e527516fc991f6a49e6c2c8554fdae3c9c79e8657f1c6e318b
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size 17154588
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data/data.tar.gz → default/unit-test_pd_ffolder-validation.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:1072eef50e6fc765fd8c96e3ceec3dc779ccc9d2e33d188706e849da1a879543
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size 1058
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unit-test_PDFfolder.py
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import os
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from typing import List
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import datasets
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import pdf2image
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logger = datasets.logging.get_logger(__name__)
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_DESCRIPTION = "A generic pdf folder"
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_CLASSES = ["categoryA", "categoryB"] # define in advance
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_URL = "https://huggingface.co/datasets/jordyvl/unit-test_PDFfolder/resolve/main/data/data.tar.gz"
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# folder
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# train
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# categoryA
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# file1
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# test
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# ...
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class PdfFolder(datasets.GeneratorBasedBuilder):
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def _info(self):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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"file": datasets.Sequence(datasets.Image()),
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"labels": datasets.features.ClassLabel(names=_CLASSES),
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}
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),
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task_templates=None,
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)
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def _split_generators(
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self, dl_manager: datasets.DownloadManager
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) -> List[datasets.SplitGenerator]:
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archive_path = dl_manager.download(_URL)
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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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"archive_iterator": dl_manager.iter_archive(archive_path),
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"supposed_labelset": "train",
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={
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"archive_iterator": dl_manager.iter_archive(archive_path),
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"supposed_labelset": "test",
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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"archive_iterator": dl_manager.iter_archive(archive_path),
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"supposed_labelset": "val",
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},
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),
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]
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def _generate_examples(self, archive_iterator, supposed_labelset):
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extensions = {"pdf", "PDF"}
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for file_path, file_obj in archive_iterator:
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if file_path.split(".")[-1] not in extensions: # metadata.jsonlines
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continue
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folder, labelset, label, filename = file_path.split("/")
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if labelset != supposed_labelset:
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continue
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images = pdf2image.convert_from_bytes(file_obj.read())
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yield file_path, {"file": images, "labels": label}
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