verbanote-server/verbanote/rp_handler.py

from pathlib import Path
import runpod
from runpod.serverless import os
import loaders
# import process


output_path:Path = Path(os.environ.get("VERBANOTE_OUTPUT_PATH", "/in"))
input_path:Path = Path(os.environ.get("VERBANOTE_INPUT_PATH", "/out"))

access_token: str = os.environ.get("VERBANOTE_HF_TOKEN", "")

loaders.prep()
# diarize_pipeline = loaders.diarization(access_token)
# whisper_model = loaders.whisper()


def handler(job):
    input:dict = job["input"]
    url: str | None = input.get("url")

    if not url:
        return {"error": "no file link provided"}

    try:
        audiofile = loaders.audiofile(url, input_path=input_path)
    except Exception:
        return {"error": "audiofile import failed"}

    # diarized = process.diarize(audiofile, diarize_pipeline, output_path)
    # diarized_groups = process.save_diarized_audio_files(
    #     diarized, audiofile, output_path
    # )
    # process.transcribe(
    #     model=whisper_model, diarized_groups=diarized_groups, output_path=output_path
    # )

    return {
        "speaker_timings": "s3-address-to-speakers",
        "transcription_text": "s3-address-to-transcription",
        "transcription_page": "web-address-to-deployment",
        "audiofile_path": str(audiofile)
    }

# speakers = {
#     # speaker, textboxcolor, speaker color
#     "SPEAKER_00": ("SPEAKER00", "white", "darkgreen"),
#     "SPEAKER_01": ("SPEAKER01", "white", "darkorange"),
#     "SPEAKER_02": ("SPEAKER02", "white", "darkred"),
#     "SPEAKER_03": ("SPEAKER03", "white", "darkblue"),
#     "SPEAKER_04": ("SPEAKER04", "white", "darkyellow"),
#     "SPEAKER_05": ("SPEAKER05", "white", "lightgreen"),
#     "SPEAKER_06": ("SPEAKER06", "white", "lightred"),
#     "SPEAKER_07": ("SPEAKER07", "white", "lightblue"),
# }


if __name__ == "__main__":
    runpod.serverless.start({"handler": handler})