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import os
from pathlib import Path
import pytest
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.model_providers.gpustack.speech2text.speech2text import GPUStackSpeech2TextModel
def test_validate_credentials():
model = GPUStackSpeech2TextModel()
with pytest.raises(CredentialsValidateFailedError):
model.validate_credentials(
model="faster-whisper-medium",
credentials={
"endpoint_url": "invalid_url",
"api_key": "invalid_api_key",
},
)
model.validate_credentials(
model="faster-whisper-medium",
credentials={
"endpoint_url": os.environ.get("GPUSTACK_SERVER_URL"),
"api_key": os.environ.get("GPUSTACK_API_KEY"),
},
)
def test_invoke_model():
model = GPUStackSpeech2TextModel()
# Get the directory of the current file
current_dir = os.path.dirname(os.path.abspath(__file__))
# Get assets directory
assets_dir = os.path.join(os.path.dirname(current_dir), "assets")
# Construct the path to the audio file
audio_file_path = os.path.join(assets_dir, "audio.mp3")
file = Path(audio_file_path).read_bytes()
result = model.invoke(
model="faster-whisper-medium",
credentials={
"endpoint_url": os.environ.get("GPUSTACK_SERVER_URL"),
"api_key": os.environ.get("GPUSTACK_API_KEY"),
},
file=file,
)
assert isinstance(result, str)
assert result == "1, 2, 3, 4, 5, 6, 7, 8, 9, 10"
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