scripts/down_files.py

import time, os, json
from tqdm import tqdm
from curl_cffi import requests
import concurrent.futures
from pathlib import Path
import tarfile
from huggingface_hub import HfApi

os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1"

def main():
    notexistsid = {}
    yandere_data = json.loads(Path("posts.json").read_text())
    for item in tqdm(yandere_data, desc="Processing yandere", ascii=True):
        file_id = item["id"]
        modula = int(file_id) % 1000
        cutoff = str(modula).zfill(4)
        if cutoff not in notexistsid:
            notexistsid[cutoff] = []   
        notexistsid[cutoff].append((file_id, cutoff, item["file_url"]))

    with concurrent.futures.ThreadPoolExecutor(max_workers=4) as tar_executor:
        for key, group in notexistsid.items():
            if key in [
                '0862', '0863', '0865', '0867', '0869',
                '0868', '0870', '0871', '0873',
                '0874', '0876', '0877', '0878', '0879',
                '0880', '0881', '0882', '0883', '0884', '0885',
                '0886', '0887', '0889', '0890', '0891',
                '0892', '0893', '0894', '0896', '0897', '0898',
                '0899', '0900', '0901', '0902', '0903'
            ]:
                continue
            keybar = tqdm(desc=f"Downloading files in key={key}", total=len(group), position=1, ascii=True, leave=False)
            os.makedirs(f"yandere/{key}/", exist_ok=True)
            ok = False
            while not ok:
                with concurrent.futures.ThreadPoolExecutor(max_workers=12) as executor:
                    for file_id, cutoff, file_url in group:
                        executor.submit(download, file_id, cutoff, file_url, keybar)
                ok = True
                for file_id, cutoff, file_url in group:
                    suffix = Path(file_url).suffix
                    if file_url != "" and not Path(f"yandere/{cutoff}/{file_id}{suffix}").is_file():
                        ok = False
            tar_executor.submit(archive_and_upload, Path(f"yandere/{cutoff}"), cutoff)
            print(f"Finished download group {cutoff}")
            keybar.close()

def rm_tree(pth: Path):
    for child in pth.iterdir():
        if child.is_file():
            child.unlink()
        else:
            rm_tree(child)
    pth.rmdir()

def archive_and_upload(dirname, name):
    tar_name = Path("yandere-tars") / f"data-{name}.tar"
    # Check if the directory exists
    if not os.path.isdir(dirname):
        print("The specified directory does not exist.")
        return
    
    # Create the tar file
    print(f"Creating {tar_name}")
    with tarfile.open(tar_name, "w") as tar:
        # Sort and add files to the tar file
        for root, dirs, files in os.walk(dirname):
            # Sort files for consistent ordering
            for file in tqdm(sorted(files), desc=f"Creating {tar_name}", ascii=True):
                full_path = os.path.join(root, file)
                # Add the file to the tar archive
                tar.add(full_path, arcname=file)
    
    # Remove the original directory after archiving
    rm_tree(dirname)
    print(f"The directory {dirname} has been removed.")

    api = HfApi()
    print(api.upload_file(
        path_or_fileobj=tar_name,
        path_in_repo=f"original/data-{name}.tar",
        repo_id="nyanko7/yandere2023",
        repo_type="dataset",
    ))
    Path(tar_name).unlink()

def download(idx, cutoff, file_url, bar):
    suffix = Path(file_url).suffix
    max_attempts = 5  # specify the maximum number of attempts

    for attempt in range(max_attempts):
        try:
            r = requests.get(file_url, impersonate="chrome110", timeout=120)
            if r.status_code == 200:
                with open(f"yandere/{cutoff}/{idx}{suffix}", "wb") as f:
                    f.write(r.content)
                break  # if the download is successful, break the loop
            else:
                print(f"Attempt {attempt+1} failed to download {file_url}: error {r.status_code}")
        except Exception as e:
            print(f"Attempt {attempt+1} failed to download {file_url}: error {e}")

        time.sleep(1)  # wait for 1 second before the next attempt
        if attempt+1 == max_attempts:
            print(f"Failed to download {file_url} after {max_attempts} attempts.")
    bar.update(1)


if __name__ == "__main__":
    main()