Scripts/JSONLMerge.py

import multiprocessing
import pathlib
import warnings

import ftfy
import orjson
import tqdm
import typer

app = typer.Typer()


@app.command()
def json_lfix(in_file: pathlib.Path, output_file: pathlib.Path):
    with open(in_file, "rb") as fin, open(output_file, "wb") as fout:
        for line in tqdm.tqdm(fin, desc=f"{in_file.name}"):
            try:
                z = orjson.loads(line.rstrip())
            except orjson.JSONDecodeError:
                print(line)
                continue
            if z.get("htmltext_filtered") and not z.get("text"):
                try:
                    fxed, explained = ftfy.fix_and_explain(z["htmltext_filtered"])
                    with warnings.catch_warnings(record=True) as w:
                        z["text"] = fxed.encode("utf-8", errors="replace").decode(
                            "unicode_escape", errors="ignore"
                        )
                        if len(w) > 0 and issubclass(
                            w[-1].category, DeprecationWarning
                        ):
                            # TBH, I have no idea why this would be fucky.
                            # - Shinon (This happens for Persian Wikipedia for example.)
                            pass
                            # print(explained,"Escape Fail?")
                    del z["htmltext_filtered"]
                except Exception as e:
                    # Eventually I would like to properly clean it. So here is a bandaid solution for this.
                    print("Closing eyes", e)
                    continue
            fout.write(orjson.dumps(z))
            fout.write(b"\n")


@app.command()
def main(in_folder: pathlib.Path, output_folder: pathlib.Path, processes:int=64):
    print(in_folder,output_folder,processes)
    with multiprocessing.Pool(processes) as pool:
        tasks = []
        for file in pathlib.Path(in_folder).glob("*.jsonl"):
            tasks.append(
                pool.apply_async(json_lfix, args=(file, output_folder / file.name))
            )
        for task in tasks:
            task.wait()
        pool.close()
        pool.join()

@app.command()
def fd_processor(in_folder: pathlib.Path, out_folder: pathlib.Path, processes:int=64):
    for sub_folder in in_folder.iterdir():
        (out_folder / f"{sub_folder.stem}").mkdir(exist_ok=True)
        main(sub_folder, out_folder / f"{sub_folder.stem}", processes=processes)


if __name__ == "__main__":
    app()