""" FILE: tests/test_WP22_integration.py DESCRIPTION: Integrationstest für WP-22 (Graph Intelligence). FIX: Nutzt IsolatedAsyncioTestCase und importiert asyncio korrekt. """ import unittest import os import shutil import json import yaml import asyncio from unittest.mock import MagicMock, patch, AsyncMock # --- Imports der App-Module --- from app.models.dto import ChatRequest, QueryRequest, QueryHit from app.services.edge_registry import EdgeRegistry from app.core.retriever import _compute_total_score, _get_status_multiplier from app.routers.chat import _classify_intent, get_decision_strategy, chat_endpoint # --- Test Suite --- class TestWP22Integration(unittest.IsolatedAsyncioTestCase): def setUp(self): """Bereitet eine isolierte Test-Umgebung vor.""" self.test_dir = "tests/temp_integration" # Environment Patching: Hier simulieren wir Ihre .env self.os_env_patch = patch.dict(os.environ, { "MINDNET_VAULT_ROOT": self.test_dir, "MINDNET_DECISION_CONFIG": os.path.join(self.test_dir, "config", "decision_engine.yaml"), "MINDNET_TYPES_FILE": os.path.join(self.test_dir, "config", "types.yaml") }) self.os_env_patch.start() # Verzeichnisse erstellen os.makedirs(os.path.join(self.test_dir, "config"), exist_ok=True) os.makedirs(os.path.join(self.test_dir, "01_User_Manual"), exist_ok=True) os.makedirs(os.path.join(self.test_dir, "data", "logs"), exist_ok=True) # 1. Config: decision_engine.yaml (mit Boosts) self.decision_config = { "strategies": { "FACT": { "trigger_keywords": ["was ist"], "edge_boosts": {"part_of": 2.0} }, "CAUSAL": { "trigger_keywords": ["warum", "weshalb"], "edge_boosts": {"caused_by": 3.0, "related_to": 0.5} } } } with open(os.environ["MINDNET_DECISION_CONFIG"], "w") as f: yaml.dump(self.decision_config, f) # 2. Config: Edge Vocabulary (für Registry) # Wir platzieren die Datei genau dort, wo die Registry sie relativ zu MINDNET_VAULT_ROOT erwartet vocab_path = os.path.join(self.test_dir, "01_User_Manual", "01_edge_vocabulary.md") with open(vocab_path, "w") as f: f.write("| **caused_by** | ursache_ist, wegen |\n| **part_of** | teil_von |") # 3. Registry Reset # Wir zwingen das Singleton zum Neustart, damit es die neuen ENV-Variablen liest EdgeRegistry._instance = None self.registry = EdgeRegistry(vault_root=self.test_dir) def tearDown(self): self.os_env_patch.stop() if os.path.exists(self.test_dir): shutil.rmtree(self.test_dir) EdgeRegistry._instance = None # ------------------------------------------------------------------------ # TEST 1: Edge Registry & Validation (WP-22 B) # ------------------------------------------------------------------------ def test_edge_registry_aliases(self): print("\n🔵 TEST 1: Edge Registry Resolution") # Prüfung: Hat er die Datei gefunden? # Wenn die Registry leer ist, hat das Laden nicht geklappt. self.assertTrue(len(self.registry.valid_types) > 0, f"Registry ist leer! Pfad war: {self.registry.vault_root}") # Test: Alias Auflösung resolved = self.registry.resolve("ursache_ist") self.assertEqual(resolved, "caused_by", "Alias 'ursache_ist' sollte zu 'caused_by' werden.") # Test: Unknown Logging unknown = self.registry.resolve("foobar_link") self.assertEqual(unknown, "foobar_link", "Unbekannte Kanten sollen durchgereicht werden.") log_path = self.registry.unknown_log_path self.assertTrue(os.path.exists(log_path), "Logfile für unbekannte Kanten fehlt.") with open(log_path, "r") as f: self.assertIn("foobar_link", f.read()) print("✅ Registry funktioniert (Datei gefunden & Alias gelöst).") # ------------------------------------------------------------------------ # TEST 2: Lifecycle Scoring (WP-22 A) # ------------------------------------------------------------------------ def test_lifecycle_scoring_logic(self): print("\n🔵 TEST 2: Lifecycle Scoring (Draft vs. Stable)") # Mock Weights: Sem=1.0, Edge=0.5, Cent=0.0 with patch("app.core.retriever._get_scoring_weights", return_value=(1.0, 0.5, 0.0)): base_sem = 0.9 # Case A: Draft (Malus) payload_draft = {"status": "draft", "retriever_weight": 1.0} mult_draft = _get_status_multiplier(payload_draft) self.assertEqual(mult_draft, 0.8, "Draft sollte 0.8 Multiplier haben.") score_draft, _, _ = _compute_total_score(base_sem, payload_draft) # Case B: Stable (Bonus) payload_stable = {"status": "stable", "retriever_weight": 1.0} mult_stable = _get_status_multiplier(payload_stable) self.assertEqual(mult_stable, 1.2, "Stable sollte 1.2 Multiplier haben.") score_stable, _, _ = _compute_total_score(base_sem, payload_stable) print(f" Draft Score: {score_draft:.2f} | Stable Score: {score_stable:.2f}") self.assertGreater(score_stable, score_draft) print("✅ Lifecycle Scoring korrekt implementiert.") # ------------------------------------------------------------------------ # TEST 3: Semantic Router & Boosting (WP-22 C) # ------------------------------------------------------------------------ async def test_router_integration(self): print("\n🔵 TEST 3: Semantic Router Integration") # Mock LLM Service mock_llm = MagicMock() mock_llm.prompts = {} # --- Szenario A: Kausal-Frage ("Warum...") --- query_causal = "Warum ist das Projekt gescheitert?" # 1. Intent Detection prüfen intent, source = await _classify_intent(query_causal, mock_llm) self.assertEqual(intent, "CAUSAL", "Sollte 'CAUSAL' Intent erkennen via Keywords.") # 2. Strategy Load prüfen strategy = get_decision_strategy(intent) boosts = strategy.get("edge_boosts", {}) self.assertEqual(boosts.get("caused_by"), 3.0, "Sollte 'caused_by' Boost von 3.0 laden.") print(f" Intent: {intent} -> Boosts: {boosts}") print("✅ Router lädt Config korrekt.") # ------------------------------------------------------------------------ # TEST 4: Full Pipeline (Chat -> Retriever) # ------------------------------------------------------------------------ async def test_full_pipeline_flow(self): print("\n🔵 TEST 4: Full Chat Pipeline (Integration)") # Mocks mock_llm = AsyncMock() mock_llm.prompts = {} mock_llm.generate_raw_response.return_value = "Das ist die Antwort." mock_retriever = AsyncMock() # Mock Search Result mock_hit = QueryHit( node_id="123", semantic_score=0.9, edge_bonus=0.5, centrality_bonus=0.0, total_score=1.0, source={"text": "Inhalt"}, payload={"type": "concept"} ) mock_retriever.search.return_value.results = [mock_hit] # Request: "Warum..." req = ChatRequest(message="Warum ist das passiert?", top_k=3) # Cache Reset für Config (wichtig, damit er unsere Test-Config neu lädt) import app.routers.chat app.routers.chat._DECISION_CONFIG_CACHE = None response = await chat_endpoint(req, llm=mock_llm, retriever=mock_retriever) # ASSERTIONS # 1. Wurde der Retriever mit den Boosts aufgerufen? called_query_req = mock_retriever.search.call_args[0][0] self.assertIsNotNone(called_query_req.boost_edges, "Retriever sollte boost_edges erhalten.") self.assertEqual(called_query_req.boost_edges.get("caused_by"), 3.0, "Boost 'caused_by' sollte 3.0 sein.") # 2. Wurde der Intent korrekt durchgereicht? self.assertEqual(response.intent, "CAUSAL") print(f" Retriever called with: {called_query_req.boost_edges}") print("✅ Pipeline reicht Boosts erfolgreich weiter.") # ------------------------------------------------------------------------ # TEST 5: Regression Check (Fallback behavior) # ------------------------------------------------------------------------ async def test_regression_standard_query(self): print("\n🔵 TEST 5: Regression (Standard Query)") mock_llm = AsyncMock() mock_llm.prompts = {} mock_llm.generate_raw_response.return_value = "Antwort." mock_retriever = AsyncMock() mock_retriever.search.return_value.results = [] # Cache Reset import app.routers.chat app.routers.chat._DECISION_CONFIG_CACHE = None req = ChatRequest(message="Hallo Welt", top_k=3) response = await chat_endpoint(req, llm=mock_llm, retriever=mock_retriever) called_query_req = mock_retriever.search.call_args[0][0] # FACT strategy hat in unserem Test Setup 'part_of': 2.0 # Aber keine 'caused_by' boosts. self.assertEqual(response.intent, "FACT") self.assertNotIn("caused_by", called_query_req.boost_edges or {}) print("✅ Regression Test bestanden (Standard-Flow intakt).") if __name__ == '__main__': unittest.main()