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57 lines
2.2 KiB
Python
57 lines
2.2 KiB
Python
from crewai.utilities.embedding_configurator import EmbeddingConfigurator
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import pytest
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from unittest.mock import patch
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def test_ollama_embedder_url_config():
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configurator = EmbeddingConfigurator()
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test_cases = [
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# Test default URL
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{
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"config": {"provider": "ollama", "config": {"model": "test-model"}},
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"expected_url": "http://localhost:11434/api/embeddings"
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},
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# Test legacy url key
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{
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"config": {"provider": "ollama", "config": {"model": "test-model", "url": "http://custom:11434"}},
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"expected_url": "http://custom:11434"
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},
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# Test api_url key
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{
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"config": {"provider": "ollama", "config": {"model": "test-model", "api_url": "http://api:11434"}},
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"expected_url": "http://api:11434"
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},
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# Test base_url key
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{
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"config": {"provider": "ollama", "config": {"model": "test-model", "base_url": "http://base:11434"}},
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"expected_url": "http://base:11434"
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},
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# Test api_base key
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{
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"config": {"provider": "ollama", "config": {"model": "test-model", "api_base": "http://base-api:11434"}},
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"expected_url": "http://base-api:11434"
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},
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# Test URL precedence order
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{
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"config": {
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"provider": "ollama",
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"config": {
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"model": "test-model",
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"url": "http://url:11434",
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"api_url": "http://api:11434",
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"base_url": "http://base:11434",
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"api_base": "http://base-api:11434"
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}
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},
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"expected_url": "http://url:11434" # url key should have highest precedence
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}
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]
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for test_case in test_cases:
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with patch("chromadb.utils.embedding_functions.ollama_embedding_function.OllamaEmbeddingFunction") as mock_ollama:
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configurator.configure_embedder(test_case["config"])
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mock_ollama.assert_called_once()
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_, kwargs = mock_ollama.call_args
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assert kwargs["url"] == test_case["expected_url"]
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mock_ollama.reset_mock()
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