coqui-ai / TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
http://coqui.ai
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Unable to download TTS models in docker environment #3546

Closed avrellaku closed 9 months ago

avrellaku commented 10 months ago

Describe the bug

Basically, in my local environment (Windows) I can download and use all models. Hovewer, when I build my project in docker, it fails to download the models with error:

  File "<string>", line 1, in <module>
  File "/usr/local/lib/python3.11/site-packages/TTS/api.py", line 129, in download_model_by_name
    model_path, config_path, model_item = self.manager.download_model(model_name)
                                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/TTS/utils/manage.py", line 411, in download_model
    self.create_dir_and_download_model(model_name, model_item, output_path)
  File "/usr/local/lib/python3.11/site-packages/TTS/utils/manage.py", line 352, in create_dir_and_download_model
    raise e
  File "/usr/local/lib/python3.11/site-packages/TTS/utils/manage.py", line 347, in create_dir_and_download_model
    self._download_hf_model(model_item, output_path)
  File "/usr/local/lib/python3.11/site-packages/TTS/utils/manage.py", line 237, in _download_hf_model
    self._download_model_files(model_item["hf_url"], output_path, self.progress_bar)
  File "/usr/local/lib/python3.11/site-packages/TTS/utils/manage.py", line 609, in _download_model_files
    for data in r.iter_content(block_size):
  File "/usr/local/lib/python3.11/site-packages/requests/models.py", line 818, in generate
    raise ChunkedEncodingError(e)
requests.exceptions.ChunkedEncodingError: ('Connection broken: IncompleteRead(1345799194 bytes read, 522129924 more expected)', IncompleteRead(1345799194 bytes read, 522129924 more expected))

To Reproduce

Create a simple docker file:

FROM python:3.11 AS base
RUN pip install TTS
RUN yes | python -c "from TTS.api import TTS; TTS().download_model_by_name(model_name='tts_models/multilingual/multi-dataset/xtts_v2')"

Build and run it. You will notice the error when downloading the model.

Expected behavior

It should work as locally. Model should be downloaded.

Logs

No response

Environment

{
    "CUDA": {
        "GPU": [],
        "available": false,
        "version": "12.1"
    },
    "Packages": {
        "PyTorch_debug": false,
        "PyTorch_version": "2.1.2+cu121",
        "TTS": "0.22.0",
        "numpy": "1.26.3"
    },
    "System": {
        "OS": "Linux",
        "architecture": [
            "64bit",
            "ELF"
        ],
        "processor": "",
        "python": "3.11.7",
        "version": "#1 SMP Thu Oct 5 21:02:42 UTC 2023"
    }
}

Additional context

No response

avrellaku commented 10 months ago

FYI: The issues seems to be solved if stream=True is removed from https://github.com/coqui-ai/TTS/blob/dev/TTS/utils/manage.py#L600. But don't know if it affects other parts...

stale[bot] commented 9 months ago

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