54 lines
1.4 KiB
Python
54 lines
1.4 KiB
Python
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import os
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import logging
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from pathlib import Path
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# from rpyc.utils.server import ThreadedServer
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import typer
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from ...utils.serve import ASRService
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from plume.utils import lazy_callable
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# from .asr import Wav2Vec2ASR
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ThreadedServer = lazy_callable('rpyc.utils.server.ThreadedServer')
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Wav2Vec2ASR = lazy_callable('plume.models.wav2vec2.asr.Wav2Vec2ASR')
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app = typer.Typer()
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@app.command()
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def rpyc(
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w2v_path: Path = "/path/to/base.pt",
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ctc_path: Path = "/path/to/ctc.pt",
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target_dict_path: Path = "/path/to/dict.ltr.txt",
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port: int = int(os.environ.get("ASR_RPYC_PORT", "8044")),
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):
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for p in [w2v_path, ctc_path, target_dict_path]:
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if not p.exists():
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logging.info(f"{p} doesn't exists")
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return
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w2vasr = Wav2Vec2ASR(str(ctc_path), str(w2v_path), str(target_dict_path))
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service = ASRService(w2vasr)
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
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)
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logging.info("starting asr server...")
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t = ThreadedServer(service, port=port)
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t.start()
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@app.command()
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def rpyc_dir(model_dir: Path, port: int = int(os.environ.get("ASR_RPYC_PORT", "8044"))):
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ctc_path = model_dir / Path("ctc.pt")
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w2v_path = model_dir / Path("base.pt")
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target_dict_path = model_dir / Path("dict.ltr.txt")
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rpyc(w2v_path, ctc_path, target_dict_path, port)
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def main():
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app()
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if __name__ == "__main__":
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main()
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