import os
from pathlib import Path
import json

from huggingface_hub import snapshot_download
from ttsds import BenchmarkSuite
from ttsds.util.dataset import TarDataset

HF_TOKEN = os.getenv("HUGGINGFACE_TOKEN", os.getenv("HF_TOKEN", None))
QUEUE_REPO = "ttsds/requests"

# Download the snapshot
snapshot_download(
    repo_id=QUEUE_REPO,
    local_dir="requests",
    repo_type="dataset",
    tqdm_class=None,
    etag_timeout=30,
    token=HF_TOKEN,
)

datasets = []

for system in Path("requests").glob("*.tar.gz"):
    dataset = TarDataset(system)
    datasets.append(dataset)

benchmark_suite = BenchmarkSuite(datasets, write_to_file="results.csv")
benchmark_suite.run()