holylovenia
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Parent(s):
8ceadac
Upload indo_puisi.py with huggingface_hub
Browse files- indo_puisi.py +117 -0
indo_puisi.py
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from pathlib import Path
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from typing import Dict, List, Tuple
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import datasets
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import pandas as pd
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from nusacrowd.utils import schemas
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from nusacrowd.utils.configs import NusantaraConfig
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from nusacrowd.utils.constants import (DEFAULT_NUSANTARA_VIEW_NAME,
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DEFAULT_SOURCE_VIEW_NAME, Tasks)
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_DATASETNAME = "indo_puisi"
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_SOURCE_VIEW_NAME = DEFAULT_SOURCE_VIEW_NAME
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_UNIFIED_VIEW_NAME = DEFAULT_NUSANTARA_VIEW_NAME
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_CITATION = """
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"""
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_LANGUAGES = ["ind"] # We follow ISO639-3 language code (https://iso639-3.sil.org/code_tables/639/data)
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_LOCAL = False
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_DESCRIPTION = """\
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Puisi is an Indonesian poetic form. The dataset was collected by scraping various websites. It contains 7223 Indonesian puisi along with the title and author.
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"""
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_HOMEPAGE = "https://github.com/ilhamfp/puisi-pantun-generator"
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_LICENSE = "Creative Commons Attribution Share-Alike 4.0 International"
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_SUPPORTED_TASKS = [Tasks.SELF_SUPERVISED_PRETRAINING]
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_SOURCE_VERSION = "1.0.0"
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_NUSANTARA_VERSION = "1.0.0"
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_URLS = {
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"train": "https://raw.githubusercontent.com/ilhamfp/puisi-pantun-generator/main/data/puisi.csv",
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}
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class IndoPuisi(datasets.GeneratorBasedBuilder):
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"""IndoPuisi contains 7223 Indonesian puisi along with the title and author."""
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BUILDER_CONFIGS = (
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NusantaraConfig(
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name="indo_puisi_source",
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version=_SOURCE_VERSION,
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description="Indo puisi source schema",
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schema="source",
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subset_id="indo_puisi",
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),
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NusantaraConfig(
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name="indo_puisi_nusantara_ssp",
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version=_NUSANTARA_VERSION,
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description="Indo puisi Nusantara schema",
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schema="nusantara_ssp",
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subset_id="indo_puisi",
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),
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)
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DEFAULT_CONFIG_NAME = "indo_puisi_source"
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def _info(self) -> datasets.DatasetInfo:
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if self.config.schema == "source":
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features = datasets.Features(
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{
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"id": datasets.Value("string"),
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"puisi": datasets.Value("string"),
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"title": datasets.Value("string"),
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"author": datasets.Value("string"),
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"puisi_with_header": datasets.Value("string"),
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}
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)
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elif self.config.schema == "nusantara_ssp":
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features = schemas.self_supervised_pretraining.features
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else:
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raise ValueError(f"Invalid config schema: {self.config.schema}")
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
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"""Returns SplitGenerators."""
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train_csv_path = Path(dl_manager.download(_URLS["train"]))
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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={"filepath": train_csv_path},
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),
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]
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def _generate_examples(self, filepath: Path) -> Tuple[int, Dict]:
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if self.config.schema != "source" and self.config.schema != "nusantara_ssp":
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raise ValueError(f"Invalid config schema: {self.config.schema}")
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df = pd.read_csv(filepath).reset_index()
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if self.config.name == "indo_puisi_source":
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for row in df.itertuples():
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ex = {
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"id": str(row.index),
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"puisi": str(row.puisi).rstrip(),
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"title": row.title,
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"author": row.author,
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"puisi_with_header": str(row.puisi_with_header).rstrip(),
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}
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yield row.index, ex
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elif self.config.name == "indo_puisi_nusantara_ssp":
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for row in df.itertuples():
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ex = {"id": str(row.index), "text": str(row.puisi).rstrip()}
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yield row.index, ex
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