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129 lines
4.7 KiB
Python
129 lines
4.7 KiB
Python
from unittest.mock import MagicMock, patch
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import pytest
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from crewai.utilities.embedding_configurator import EmbeddingConfigurator
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# Test constants for Azure OpenAI configurations
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AZURE_BASE_CONFIG = {
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"provider": "azure",
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"config": {
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"model": "text-embedding-ada-002",
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"api_key": "test-key",
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"api_base": "https://test.openai.azure.com",
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"api_version": "2023-05-15",
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"api_type": "azure",
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}
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}
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AZURE_COMPLETE_CONFIG = {
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"provider": "azure",
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"config": {
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"model": "text-embedding-ada-002",
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"api_key": "test-key",
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"api_base": "https://test.openai.azure.com",
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"api_version": "2023-05-15",
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"api_type": "azure",
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"deployment_id": "text-embedding-ada-002",
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}
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}
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def test_azure_embedder_missing_deployment_id():
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"""Test that Azure embedder raises an error when deployment_id is missing"""
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embedder_config = AZURE_BASE_CONFIG.copy()
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configurator = EmbeddingConfigurator()
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with pytest.raises(ValueError) as excinfo:
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configurator.configure_embedder(embedder_config)
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assert "Missing required parameters" in str(excinfo.value)
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assert "deployment ID (deployment_id)" in str(excinfo.value)
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def test_azure_embedder_missing_api_key():
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"""Test that Azure embedder raises an error when api_key is missing"""
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embedder_config = AZURE_BASE_CONFIG.copy()
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embedder_config["config"] = embedder_config["config"].copy()
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embedder_config["config"]["deployment_id"] = "text-embedding-ada-002"
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embedder_config["config"].pop("api_key")
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configurator = EmbeddingConfigurator()
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with pytest.raises(ValueError) as excinfo:
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configurator.configure_embedder(embedder_config)
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assert "Missing required parameters" in str(excinfo.value)
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assert "API key (api_key)" in str(excinfo.value)
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def test_azure_embedder_missing_api_base():
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"""Test that Azure embedder raises an error when api_base is missing"""
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embedder_config = AZURE_BASE_CONFIG.copy()
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embedder_config["config"] = embedder_config["config"].copy()
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embedder_config["config"]["deployment_id"] = "text-embedding-ada-002"
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embedder_config["config"].pop("api_base")
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configurator = EmbeddingConfigurator()
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with pytest.raises(ValueError) as excinfo:
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configurator.configure_embedder(embedder_config)
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assert "Missing required parameters" in str(excinfo.value)
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assert "API base URL (api_base)" in str(excinfo.value)
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def test_azure_embedder_missing_api_version():
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"""Test that Azure embedder raises an error when api_version is missing"""
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embedder_config = AZURE_BASE_CONFIG.copy()
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embedder_config["config"] = embedder_config["config"].copy()
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embedder_config["config"]["deployment_id"] = "text-embedding-ada-002"
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embedder_config["config"].pop("api_version")
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configurator = EmbeddingConfigurator()
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with pytest.raises(ValueError) as excinfo:
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configurator.configure_embedder(embedder_config)
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assert "Missing required parameters" in str(excinfo.value)
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assert "API version (api_version)" in str(excinfo.value)
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def test_azure_embedder_empty_parameters():
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"""Test that Azure embedder raises an error when parameters are empty strings"""
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embedder_config = AZURE_BASE_CONFIG.copy()
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embedder_config["config"] = embedder_config["config"].copy()
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embedder_config["config"]["deployment_id"] = ""
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embedder_config["config"]["api_key"] = ""
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configurator = EmbeddingConfigurator()
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with pytest.raises(ValueError) as excinfo:
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configurator.configure_embedder(embedder_config)
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assert "Missing required parameters" in str(excinfo.value)
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assert "API key (api_key)" in str(excinfo.value)
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assert "deployment ID (deployment_id)" in str(excinfo.value)
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@patch("chromadb.utils.embedding_functions.openai_embedding_function.OpenAIEmbeddingFunction")
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def test_azure_embedder_with_all_required_parameters(mock_openai_embedding):
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"""Test that Azure embedder works when all required parameters are provided"""
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mock_instance = MagicMock()
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mock_openai_embedding.return_value = mock_instance
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embedder_config = AZURE_COMPLETE_CONFIG.copy()
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configurator = EmbeddingConfigurator()
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result = configurator.configure_embedder(embedder_config)
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assert result == mock_instance
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mock_openai_embedding.assert_called_once()
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# Verify parameters were passed correctly
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call_kwargs = mock_openai_embedding.call_args.kwargs
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assert call_kwargs["api_key"] == "test-key"
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assert call_kwargs["api_base"] == "https://test.openai.azure.com"
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assert call_kwargs["api_version"] == "2023-05-15"
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assert call_kwargs["deployment_id"] == "text-embedding-ada-002"
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