"""Deep dive into CASCADE observations - what's being recorded."""
import sys
sys.path.insert(0, 'F:/End-Game/glassboxgames/children')

from cascade import store

print("=" * 70)
print("📊 CASCADE OBSERVATIONS - 8,224 Records")
print("=" * 70)

# Get stats
stats = store.stats()
print(f"\nGenesis root: {stats['genesis_root']}")
print(f"Total observations: {stats['total_observations']}")

print("\n=== Observations by Model ===")
for model, count in sorted(stats['models'].items(), key=lambda x: -x[1]):
    print(f"  {model}: {count:,}")

# Query recent observations
print("\n=== Recent Arcade Steps ===")
try:
    recent = store.query(model_id="arcade_step", limit=5)
    for r in recent:
        print(f"\n  CID: {r.cid[:20]}...")
        print(f"  Merkle: {r.merkle_root}")
        print(f"  Data keys: {list(r.data.keys())}")
        if 'event' in r.data:
            print(f"  Event: {r.data.get('event')}")
        if 'agent' in r.data:
            print(f"  Agent: {r.data.get('agent')}")
except Exception as e:
    print(f"Error: {e}")

# Query SC2 transitions
print("\n=== SC2 Transitions ===")
try:
    sc2 = store.query(model_id="sc2_transition", limit=5)
    for r in sc2:
        print(f"\n  CID: {r.cid[:20]}...")
        print(f"  Data: {r.data}")
except Exception as e:
    print(f"Error: {e}")

# Query episode ends
print("\n=== Episode Ends ===")
try:
    episodes = store.query(model_id="episode_end", limit=5)
    for r in episodes:
        print(f"\n  CID: {r.cid[:20]}...")
        data = r.data
        print(f"  Game: {data.get('game', 'N/A')}")
        print(f"  Reward: {data.get('episode_reward', 'N/A')}")
        print(f"  Steps: {data.get('episode_steps', 'N/A')}")
except Exception as e:
    print(f"Error: {e}")

# Check the provenance chain
print("\n=== Provenance Chain Sample ===")
try:
    sample = store.query(limit=3)
    for r in sample:
        print(f"\n  CID: {r.cid}")
        print(f"  Model: {r.model_id}")
        print(f"  Merkle: {r.merkle_root}")
        print(f"  Parent CID: {r.parent_cid or 'None (root)'}")
except Exception as e:
    print(f"Error: {e}")