File size: 1,383 Bytes
a8b3f00 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 |
import os
import pytest
from core.model_runtime.entities.text_embedding_entities import TextEmbeddingResult
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.model_providers.gpustack.text_embedding.text_embedding import (
GPUStackTextEmbeddingModel,
)
def test_validate_credentials():
model = GPUStackTextEmbeddingModel()
with pytest.raises(CredentialsValidateFailedError):
model.validate_credentials(
model="bge-m3",
credentials={
"endpoint_url": "invalid_url",
"api_key": "invalid_api_key",
},
)
model.validate_credentials(
model="bge-m3",
credentials={
"endpoint_url": os.environ.get("GPUSTACK_SERVER_URL"),
"api_key": os.environ.get("GPUSTACK_API_KEY"),
},
)
def test_invoke_model():
model = GPUStackTextEmbeddingModel()
result = model.invoke(
model="bge-m3",
credentials={
"endpoint_url": os.environ.get("GPUSTACK_SERVER_URL"),
"api_key": os.environ.get("GPUSTACK_API_KEY"),
"context_size": 8192,
},
texts=["hello", "world"],
user="abc-123",
)
assert isinstance(result, TextEmbeddingResult)
assert len(result.embeddings) == 2
assert result.usage.total_tokens == 7
|