from unittest.mock import patch, ANY

import pytest

from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.gemini import GoogleGenAIEmbedding


@pytest.fixture
def mock_genai():
    with patch("mem0.embeddings.gemini.genai.Client") as mock_client_class:
        mock_client = mock_client_class.return_value
        mock_client.models.embed_content.return_value = None
        yield mock_client.models.embed_content


@pytest.fixture
def config():
    return BaseEmbedderConfig(api_key="dummy_api_key", model="test_model", embedding_dims=786)


def test_embed_query(mock_genai, config):
    mock_embedding_response = type('Response', (), {
        'embeddings': [type('Embedding', (), {'values': [0.1, 0.2, 0.3, 0.4]})]
    })()
    mock_genai.return_value = mock_embedding_response

    embedder = GoogleGenAIEmbedding(config)

    text = "Hello, world!"
    embedding = embedder.embed(text)

    assert embedding == [0.1, 0.2, 0.3, 0.4]
    mock_genai.assert_called_once_with(model="test_model", contents="Hello, world!", config=ANY)


def test_embed_returns_empty_list_if_none(mock_genai, config):
    mock_genai.return_value = type('Response', (), {'embeddings': [type('Embedding', (), {'values': []})]})()

    embedder = GoogleGenAIEmbedding(config)
    result = embedder.embed("test")

    assert result == []
    mock_genai.assert_called_once()


def test_embed_raises_on_error(mock_genai, config):
    mock_genai.side_effect = RuntimeError("Embedding failed")

    embedder = GoogleGenAIEmbedding(config)

    with pytest.raises(RuntimeError, match="Embedding failed"):
        embedder.embed("some input")


def test_config_initialization(config):
    embedder = GoogleGenAIEmbedding(config)

    assert embedder.config.api_key == "dummy_api_key"
    assert embedder.config.model == "test_model"
    assert embedder.config.embedding_dims == 786