a27b74cf22
- Frontend v4 accessible sur réseau local (192.168.1.40) - Ports ouverts: 3002 (frontend), 5001 (backend), 5004 (dashboard) - Ollama GPU fonctionnel - Self-healing interactif - Dashboard confiance Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
105 lines
3.3 KiB
Python
Executable File
105 lines
3.3 KiB
Python
Executable File
#!/usr/bin/env python3
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"""Test rapide pour valider Phase A (tests) + Phase B (GraphBuilder/NodeMatcher)."""
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import sys
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sys.path.insert(0, '.')
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print("=" * 70)
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print("TEST PHASE A + B - RPA Vision V3")
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print("=" * 70)
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# Test 1: FusionEngine
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print("\n[1/5] Test FusionEngine...")
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try:
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from core.embedding.fusion_engine import FusionEngine
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import numpy as np
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engine = FusionEngine()
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embeddings = {
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'image': np.random.randn(512),
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'text': np.random.randn(512)
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}
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fused = engine.fuse(embeddings)
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norm = np.linalg.norm(fused)
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assert abs(norm - 1.0) < 1e-5, f"Norm should be 1.0, got {norm}"
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assert sum(engine.config.weights.values()) >= 0.99, "Weights should sum to ~1.0"
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print("✓ FusionEngine OK - Property 17 validated")
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except Exception as e:
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print(f"✗ FusionEngine FAILED: {e}")
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sys.exit(1)
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# Test 2: FAISSManager
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print("\n[2/5] Test FAISSManager...")
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try:
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from core.embedding.faiss_manager import FAISSManager
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manager = FAISSManager(dimensions=512)
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# Ajouter des embeddings
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for i in range(10):
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vec = np.random.randn(512).astype(np.float32)
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vec = vec / np.linalg.norm(vec)
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manager.add_embedding(f'emb_{i}', vec, {'id': i})
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assert manager.index.ntotal == 10, "Should have 10 embeddings"
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assert len(manager.metadata_store) == 10, "Should have 10 metadata entries"
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print("✓ FAISSManager OK - Property 11 validated")
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except Exception as e:
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print(f"✗ FAISSManager FAILED: {e}")
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sys.exit(1)
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# Test 3: GraphBuilder
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print("\n[3/5] Test GraphBuilder...")
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try:
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from core.graph.graph_builder import GraphBuilder
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builder = GraphBuilder(min_pattern_repetitions=2)
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# Test simple d'initialisation
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assert builder.min_pattern_repetitions == 2
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assert builder.clustering_eps == 0.15
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print("✓ GraphBuilder OK - Phase 5 started")
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except Exception as e:
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print(f"✗ GraphBuilder FAILED: {e}")
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sys.exit(1)
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# Test 4: NodeMatcher
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print("\n[4/5] Test NodeMatcher...")
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try:
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from core.graph.node_matcher import NodeMatcher
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matcher = NodeMatcher(similarity_threshold=0.85)
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# Test simple d'initialisation
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assert matcher.similarity_threshold == 0.85
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print("✓ NodeMatcher OK - Phase 5 started")
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except Exception as e:
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print(f"✗ NodeMatcher FAILED: {e}")
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sys.exit(1)
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# Test 5: Intégration
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print("\n[5/5] Test Intégration...")
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try:
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# Test que tous les composants peuvent travailler ensemble
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from core.embedding.state_embedding_builder import StateEmbeddingBuilder
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builder_emb = StateEmbeddingBuilder()
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# Vérifier que le builder est initialisé avec CLIP
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assert builder_emb.clip_embedder is not None
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print("✓ Intégration OK - CLIP embedder disponible")
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except Exception as e:
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print(f"✗ Intégration FAILED: {e}")
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sys.exit(1)
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print("\n" + "=" * 70)
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print("✓ TOUS LES TESTS PASSENT")
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print("=" * 70)
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print("\nRésumé:")
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print(" ✓ Phase 2: Tests property-based (FusionEngine, FAISSManager)")
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print(" ✓ Phase 5: GraphBuilder et NodeMatcher implémentés")
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print("\nProchaines étapes:")
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print(" - Compléter tests unitaires avec pytest")
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print(" - Intégrer CLIP réel dans StateEmbeddingBuilder")
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print(" - Implémenter construction d'edges dans GraphBuilder")
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