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.minimax.text_embedding.text_embedding import MinimaxTextEmbeddingModel def test_validate_credentials(): model = MinimaxTextEmbeddingModel() with pytest.raises(CredentialsValidateFailedError): model.validate_credentials( model="embo-01", credentials={"minimax_api_key": "invalid_key", "minimax_group_id": os.environ.get("MINIMAX_GROUP_ID")}, ) model.validate_credentials( model="embo-01", credentials={ "minimax_api_key": os.environ.get("MINIMAX_API_KEY"), "minimax_group_id": os.environ.get("MINIMAX_GROUP_ID"), }, ) def test_invoke_model(): model = MinimaxTextEmbeddingModel() result = model.invoke( model="embo-01", credentials={ "minimax_api_key": os.environ.get("MINIMAX_API_KEY"), "minimax_group_id": os.environ.get("MINIMAX_GROUP_ID"), }, texts=["hello", "world"], user="abc-123", ) assert isinstance(result, TextEmbeddingResult) assert len(result.embeddings) == 2 assert result.usage.total_tokens == 16 def test_get_num_tokens(): model = MinimaxTextEmbeddingModel() num_tokens = model.get_num_tokens( model="embo-01", credentials={ "minimax_api_key": os.environ.get("MINIMAX_API_KEY"), "minimax_group_id": os.environ.get("MINIMAX_GROUP_ID"), }, texts=["hello", "world"], ) assert num_tokens == 2