scripts/wikipedia_soup.py

import concurrent.futures as conc
import faulthandler
import pathlib
import traceback
import typing

import orjson
import tqdm
import typer
from bs4 import BeautifulSoup, Tag
from markdownify import MarkdownConverter

from html2markdown import WikiConverter


app = typer.Typer()


def wikipedia_figures(soup: BeautifulSoup, converter: MarkdownConverter):
    """Extracts figures

    Args:
        soup (BeautifulSoup): The BeautifulSoup4 article
        meta (dict): Metadata

    Returns:
        list of figures
    """
    figure_url = set()
    figures = []
    title = soup.find("title")
    title = None if not title else title.get_text()
    # print(title)
    for figure_element in soup.select('figure[typeof*="mw:File"]'):
        # print(figure_element)
        figcaption = figure_element.find("figcaption")
        img = figure_element.select_one("a > img")
        if not figcaption or not img:
            continue
        if not figcaption.get_text(strip=True):
            sibling = figure_element.next_sibling
            if (
                sibling
                and isinstance(sibling,Tag)
                and sibling.name == "div"
                and "infobox-caption" in sibling.attrs.get("class",[])
            ):
                figcaption = sibling
            figcaption = None
        # if figcaption is None:
        # print("figcap is none", title, figure_element.parent)
        # continue
        if "commons/" not in img["src"]:
            # print("NotCommons", title, figcaption)
            continue
        orig_src = "/".join(
            img.get("src","").replace("commons/thumb", "commons").split("/")[:-1]
        )
        if orig_src.endswith((".svg",)):
            continue
        if orig_src.endswith("/"):
            print(title, figure_element)
            continue
        caption = None
        if isinstance(figcaption,Tag):
            [i.decompose() for i in figcaption.find_all("style")]
            caption = (
                converter.convert_soup(figcaption)
                .replace("\r", " ")
                .replace("\n", " ")
                .replace("  ", " ")
                .replace("  ", " ")
            )
        if orig_src in figure_url:
            continue
        figure_url.add(orig_src)
        orig_src = f"https:{orig_src}"
        figures.append([orig_src, caption])
        # print(orig_src, caption)
    return figures


@app.command()
def process_root(folder: pathlib.Path, output_folder: pathlib.Path):
    futures:list[conc.Future] = []
    faulthandler.enable(file=open("crash_dump.txt", "a"))
    with conc.ProcessPoolExecutor(max_workers=90) as executor:
        for root_folder in folder.iterdir():
            if root_folder.is_dir():
                processed_root = (output_folder / root_folder.name).resolve()
                print("Processing Root", root_folder, processed_root)
                if not root_folder.is_dir():
                    processed_root.mkdir(exist_ok=True, parents=True)
                # process_folder(root_folder, output_folder / root_folder.name)
                for root_file in root_folder.glob("*.ndjson"):
                    futures.append(
                        executor.submit(
                            process_file,
                            root_file,
                            processed_root / root_file.name,
                            progress=False,
                        )
                    )
        for future in conc.as_completed(futures):
            try:
                future_response = future.result()
                print("future processed", future_response)
            except Exception as e:
                traceback.print_exception(e)
                pass


@app.command()
def process_folder(folder: pathlib.Path, output_folder: pathlib.Path):
    if output_folder is not None and not output_folder.is_dir():
        output_folder.mkdir(exist_ok=True, parents=True)
    with conc.ProcessPoolExecutor(max_workers=180) as executor:
        futures = []
        for file in folder.glob("*.ndjson"):
            futures.append(
                executor.submit(
                    process_file, file, output_folder / file.name, progress=False
                )
            )
        for future in conc.as_completed(futures):
            future.result()


@app.command()
def process_file(
    file: pathlib.Path,
    output_file: typing.Optional[pathlib.Path] = None,
    progress: bool = True,
):
    fout = None
    if output_file:
        fout = open(output_file, "wb")
    pbar = None
    if progress:
        pbar = tqdm.tqdm()
    converter = WikiConverter()
    with open(file, "rb") as f:
        for line in f:
            try:
                wiki_data = orjson.loads(line)
            except orjson.JSONDecodeError:
                pass
            if not wiki_data["article_body"].get("wikitext"):
                continue

            figures = wikipedia_figures(
                BeautifulSoup(wiki_data["article_body"]["html"], "lxml"), converter
            )

            if figures and fout:
                fout.write(orjson.dumps({"figure_media": figures}))
                fout.write(b"\n")
                fout.flush()
                if pbar is not None:
                    pbar.update(1)
    if fout:
        fout.close()
    if pbar is not None:
        pbar.close()
    return output_file if output_file else None


if __name__ == "__main__":
    app()