227 lines
9.8 KiB
Python
227 lines
9.8 KiB
Python
"""
|
|
FILE: tests/test_WP22_integration.py
|
|
DESCRIPTION: Integrationstest für WP-22 (Graph Intelligence).
|
|
Prüft: Registry, Lifecycle Scoring, Router-Logik und Regression.
|
|
Mockt Datenbank und LLM, um Logikfehler isoliert zu finden.
|
|
"""
|
|
import unittest
|
|
import os
|
|
import shutil
|
|
import json
|
|
import yaml
|
|
from unittest.mock import MagicMock, patch, AsyncMock
|
|
from datetime import datetime
|
|
|
|
# --- Imports der App-Module ---
|
|
# Wir gehen davon aus, dass wir im Root-Verzeichnis sind.
|
|
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.TestCase):
|
|
|
|
def setUp(self):
|
|
"""Bereitet eine isolierte Test-Umgebung vor."""
|
|
self.test_dir = "tests/temp_integration"
|
|
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)
|
|
with open(os.path.join(self.test_dir, "01_User_Manual", "01_edge_vocabulary.md"), "w") as f:
|
|
f.write("| **caused_by** | ursache_ist, wegen |\n| **part_of** | teil_von |")
|
|
|
|
# 3. Registry Reset
|
|
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")
|
|
# 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 (Alias + Logging).")
|
|
|
|
# ------------------------------------------------------------------------
|
|
# 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 (für Fallback, wird hier aber durch Keywords umgangen)
|
|
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)
|
|
|
|
# EXECUTE Endpoint
|
|
# Wir müssen sicherstellen, dass _load_decision_config unsere Test-Config nutzt.
|
|
# Da wir os.environ gepatcht haben, sollte das klappen.
|
|
|
|
# Wir müssen die Caches leeren, da Module-Level Variablen sonst alte Werte haben
|
|
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?
|
|
# Wir inspecten das Argument 'boost_edges' im call_args des Retrievers
|
|
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)")
|
|
|
|
# Request ohne Keyword -> Sollte FACT (Default) sein
|
|
# Oder LLM Fallback (hier gemockt)
|
|
|
|
mock_llm = AsyncMock()
|
|
mock_llm.prompts = {}
|
|
# Simuliere LLM sagt nichts spezifisches -> Default FACT
|
|
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)
|
|
|
|
# Prüfen ob System nicht crasht und vernünftige Defaults nutzt
|
|
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__':
|
|
# Async Support für Unittest
|
|
loop = asyncio.new_event_loop()
|
|
asyncio.set_event_loop(loop)
|
|
unittest.main() |