en-ja-align.py

import re
from typing import List
import unicodedata
from pathlib import Path

from bs4 import BeautifulSoup

import datasets as ds


_DESCRIPTION = "Parallel passages from novels."

_CITATION = """
内山将夫，高橋真弓．(2003) 日英対訳文対応付けデータ．
Masao Utiyama and Mayumi Takahashi. (2003) English-Japanese Translation Alignment Data.
""".strip()

_HOMEPAGE = "https://www2.nict.go.jp/astrec-att/member/mutiyama/align/"

_LICENSE = None

_DOWNLOAD_URL = (
    "https://www2.nict.go.jp/astrec-att/member/mutiyama/align/download/align-070215.zip"
)


def preprocess(text: str):
    text = re.sub(r"＜注[0-9]+＞", "", text.strip())
    text = re.sub(r"《.*?》", "", text)
    text = re.sub(r"［＃.*?］", "", text)
    text = re.sub(r"（[\u3040-\u309F]+）", "", text)
    text = re.sub(r" − (.+) − ", "――\\1――", text)
    text = re.sub(r"_(.+)_", "\\1", text)
    text = re.sub(r" ``$", "''", text.strip())
    text = re.sub(r"^――", "", text.strip())
    text = re.sub(r"^..第", "第", text.strip())
    return text.strip()


def parse_html_table(path: Path):
    try:
        with path.open(encoding="shift_jis") as f:
            content = f.read()
    except UnicodeDecodeError:
        try:
            with path.open(encoding="utf-8") as f:
                content = f.read()
        except UnicodeDecodeError:
            try:
                with path.open(encoding="cp932") as f:
                    content = f.read()
            except UnicodeDecodeError:
                return [], []

    soup = BeautifulSoup(content, "lxml")
    tables = soup.find_all("table")

    texts_en, texts_ja = [], []
    cur_text_en, cur_text_ja = "", ""

    cur_left_parens, cur_right_parens = 0, 0
    cur_left_quote, cur_right_quote = 0, 0
    cur_left_parens_ja, cur_right_parens_ja = 0, 0
    cur_left_parens_ja2, cur_right_parens_ja2 = 0, 0

    for table in tables:
        for tr in table.find_all("tr"):
            text_en, _, text_ja = (preprocess(td.text) for td in tr.find_all("td"))
            text_ja = unicodedata.normalize("NFKC", text_ja)

            cur_left_parens += text_en.count("(")
            cur_right_parens += text_en.count(")")

            cur_left_quote += len(list(re.findall(r"``", text_en)))
            cur_right_quote += len(list(re.findall(r"''", text_en)))
            # cur_right_quote += max(
            #     len(list(re.findall(r"''", text_en)))
            #     - len(list(re.findall(r"'''", text_en))),
            #     0,
            # )

            cur_left_parens_ja += text_ja.count("「")
            cur_right_parens_ja += text_ja.count("」")

            cur_left_parens_ja2 += text_ja.count("『")
            cur_right_parens_ja2 += text_ja.count("』")

            if (
                text_ja.strip().endswith("。")
                and text_en.strip().endswith(".")
                and cur_left_parens == cur_right_parens
                and cur_left_quote == cur_right_quote
                and cur_left_parens_ja == cur_right_parens_ja
                and cur_left_parens_ja2 == cur_right_parens_ja2
            ):
                texts_en.append((cur_text_en + " " + text_en).strip())
                texts_ja.append((cur_text_ja + text_ja).strip())
                cur_text_en, cur_text_ja = "", ""
                cur_left_parens, cur_right_parens = 0, 0
                cur_left_quote, cur_right_quote = 0, 0
                cur_left_parens_ja, cur_right_parens_ja = 0, 0
                cur_left_parens_ja2, cur_right_parens_ja2 = 0, 0
            else:
                cur_text_en += " " + text_en
                cur_text_ja += text_ja

        texts_en.append(cur_text_en.strip())
        texts_ja.append(cur_text_ja.strip())

    return texts_en, texts_ja


class EnJaAlignDataset(ds.GeneratorBasedBuilder):
    VERSION = ds.Version("1.0.0")
    DEFAULT_CONFIG_NAME = "default"

    BUILDER_CONFIGS = [
        ds.BuilderConfig(
            name="default",
            version=VERSION,
            description="",
        ),
    ]

    def _info(self) -> ds.DatasetInfo:
        if self.config.name == "default":
            features = ds.Features(
                {
                    "id": ds.Value("string"),
                    "en": ds.Value("string"),
                    "ja": ds.Value("string"),
                    "source": ds.Value("string"),
                }
            )

        return ds.DatasetInfo(
            description=_DESCRIPTION,
            citation=_CITATION,
            homepage=_HOMEPAGE,
            license=_LICENSE,
            features=features,
        )

    def _split_generators(self, dl_manager: ds.DownloadManager):
        data_path = dl_manager.download_and_extract(_DOWNLOAD_URL)
        paths = list(Path(data_path, "align/htmPages").glob("*.htm"))

        return [
            ds.SplitGenerator(
                name=ds.Split.TRAIN,
                gen_kwargs={"paths": paths},
            )
        ]

    def _preprocess_ja(self, text: str) -> str:
        text = re.sub(r"\d+\.(\d|\.)*", "", text.strip()).strip()
        text = re.sub(r"^――", "", text).strip()
        return text

    def _preprocess_en(self, text: str) -> str:
        text = re.sub(r"\d+\.(\d|\.)*", "", text.strip()).strip()
        text = re.sub(r"```(.*?)'", "``\1", text).strip()
        text = re.sub(r"``(.*?)''", r'"\1"', text).strip()
        return text

    def _generate_examples(self, paths: List[Path]):
        for path in paths:
            idx = 0
            texts_en, texts_ja = parse_html_table(path)
            for text_en, text_ja in zip(texts_en, texts_ja):
                row = {
                    "id": f"{path.stem}/{idx}",
                    "en": self._preprocess_en(text_en),
                    "ja": self._preprocess_ja(text_ja),
                    "source": path.name,
                }

                if (
                    isinstance(row["en"], str)
                    and isinstance(row["ja"], str)
                    and len(row["en"]) > 0
                    and len(row["ja"]) > 0
                ):
                    yield f"{path.name}/{idx}", row
                    idx += 1