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Implement automatic fetching of base models from Civitai API to keep data up-to-date without manual updates. Backend: - Add CivitaiBaseModelService with 7-day TTL caching - Add /api/lm/base-models endpoints for fetching and refreshing - Merge hardcoded and remote models for backward compatibility - Smart abbreviation generation for unknown models Frontend: - Add civitaiBaseModelApi client for API communication - Dynamic base model loading on app initialization - Update SettingsManager to use merged model lists - Add support for 8 new models: Anima, CogVideoX, LTXV 2.3, Mochi, Pony V7, Wan Video 2.5 T2V/I2V API Endpoints: - GET /api/lm/base-models - Get merged models - POST /api/lm/base-models/refresh - Force refresh - GET /api/lm/base-models/categories - Get categories - GET /api/lm/base-models/cache-status - Check cache status Closes #854
134 lines
4.8 KiB
Python
134 lines
4.8 KiB
Python
"""Tests for CivitaiBaseModelService."""
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import pytest
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from unittest.mock import patch
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from py.services.civitai_base_model_service import CivitaiBaseModelService
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class TestCivitaiBaseModelService:
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"""Test suite for CivitaiBaseModelService."""
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@pytest.fixture(autouse=True)
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def setup_service(self):
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"""Create a fresh service instance for each test."""
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self.service = CivitaiBaseModelService()
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# Reset cache
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self.service._cache = None
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self.service._cache_timestamp = None
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yield
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def test_generate_abbreviation_known_models(self):
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"""Test abbreviation generation for known models."""
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test_cases = [
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("SD 1.5", "SD1"),
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("SDXL 1.0", "XL"),
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("Flux.1 D", "F1D"),
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("Wan Video 2.5 T2V", "WAN"),
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("Pony V7", "PNY7"),
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("CogVideoX", "CVX"),
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("Mochi", "MCHI"),
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("Anima", "ANI"),
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]
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for model_name, expected in test_cases:
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result = self.service.generate_abbreviation(model_name)
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assert result == expected, (
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f"Failed for {model_name}: got {result}, expected {expected}"
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)
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def test_generate_abbreviation_unknown_models(self):
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"""Test abbreviation generation for unknown models."""
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result = self.service.generate_abbreviation("New Model 2.0")
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assert len(result) <= 4
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assert result.isupper()
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def test_generate_abbreviation_edge_cases(self):
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"""Test abbreviation generation edge cases."""
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assert self.service.generate_abbreviation("") == "OTH"
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assert self.service.generate_abbreviation(None) == "OTH"
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def test_cache_status_no_cache(self):
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"""Test cache status when no cache exists."""
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status = self.service.get_cache_status()
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assert status["has_cache"] is False
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assert status["last_updated"] is None
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assert status["is_expired"] is True
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assert status["age_seconds"] is None
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@pytest.mark.asyncio
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async def test_get_base_models_fallback(self):
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"""Test that fallback to hardcoded models works."""
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with patch.object(self.service, "_fetch_from_civitai", return_value=None):
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result = await self.service.get_base_models()
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assert result["source"] == "fallback"
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assert len(result["models"]) > 0
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assert result["hardcoded_count"] > 0
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assert result["remote_count"] == 0
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@pytest.mark.asyncio
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async def test_get_base_models_from_api(self):
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"""Test fetching models from API."""
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mock_models = {"SD 1.5", "SDXL 1.0", "New Model"}
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with patch.object(
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self.service, "_fetch_from_civitai", return_value=mock_models
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):
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result = await self.service.get_base_models()
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assert result["source"] == "api"
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assert result["remote_count"] == 3
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assert "New Model" in result["models"]
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@pytest.mark.asyncio
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async def test_get_base_models_uses_cache(self):
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"""Test that cached data is used when available and not expired."""
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# First call - populate cache
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mock_models = {"SD 1.5", "SDXL 1.0"}
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with patch.object(
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self.service, "_fetch_from_civitai", return_value=mock_models
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):
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await self.service.get_base_models()
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# Second call - should use cache
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with patch.object(self.service, "_fetch_from_civitai") as mock_fetch:
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result = await self.service.get_base_models()
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mock_fetch.assert_not_called()
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assert result["source"] == "cache"
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@pytest.mark.asyncio
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async def test_refresh_cache(self):
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"""Test force refresh clears cache and fetches fresh data."""
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# Populate cache
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mock_models = {"SD 1.5"}
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with patch.object(
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self.service, "_fetch_from_civitai", return_value=mock_models
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):
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await self.service.get_base_models()
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# Force refresh with different data
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new_models = {"SD 1.5", "SDXL 1.0", "New Model"}
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with patch.object(self.service, "_fetch_from_civitai", return_value=new_models):
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result = await self.service.refresh_cache()
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assert result["source"] == "api"
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assert result["remote_count"] == 3
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def test_get_model_categories(self):
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"""Test model categories are returned."""
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categories = self.service.get_model_categories()
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assert "Stable Diffusion 1.x" in categories
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assert "Video Models" in categories
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assert "Flux Models" in categories
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assert "Other Models" in categories
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# Check that video models include new additions
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video_models = categories["Video Models"]
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assert "CogVideoX" in video_models
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assert "Mochi" in video_models
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assert "Wan Video 2.5 T2V" in video_models
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