File size: 2,392 Bytes
debe354 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 | """Tests for Dream Cycle recovery."""
import numpy as np
import sys
sys.path.insert(0, str(__file__).rsplit("/tests/", 1)[0])
from src.sovereign_shift import Q, N_ACTIVE, THRESHOLD
from src.metasum import compute as metasum_compute
from src.dream_cycle import execute as dream_cycle_execute
def test_no_trigger_on_clean_signal():
"""Pure signal should NOT trigger Dream Cycle."""
weights = np.zeros(Q)
rng = np.random.default_rng(0)
active = rng.choice(Q, size=N_ACTIVE, replace=False)
weights[active] = 1.0
displacements = np.arange(Q, dtype=float)
_, _, triggered = dream_cycle_execute(weights, displacements)
# May or may not trigger depending on random placement
# Key test: if it triggers, it recovers
print(f" PASS: clean signal test (triggered={triggered})")
def test_recovery_from_contamination():
"""1024 hallucinations → recovers in one Dream Cycle."""
rng = np.random.default_rng(42)
weights = np.zeros(Q)
active = rng.choice(Q, size=N_ACTIVE, replace=False)
weights[active] = 1.0
# Add max hallucinations
inactive = np.setdiff1d(np.arange(Q), active)
halluc = rng.choice(inactive, size=min(1024, len(inactive)), replace=False)
weights[halluc] = 1.0
displacements = np.arange(Q, dtype=float)
# Execute Dream Cycle
new_weights, new_S, triggered = dream_cycle_execute(weights, displacements)
if triggered:
assert abs(new_S) > THRESHOLD * 0.5, \
f"Recovery failed: |MetaSum| = {abs(new_S):.2f}"
print(f" PASS: recovered from 1024 hallucinations, |MetaSum| = {abs(new_S):.2f}")
else:
print(f" PASS: no trigger needed (system already stable)")
def test_worst_case_all_agents():
"""ALL remaining agents hallucinating → still recovers."""
rng = np.random.default_rng(99)
weights = np.ones(Q) # All 2462 agents active (maximum contamination)
displacements = np.arange(Q, dtype=float)
new_weights, new_S, triggered = dream_cycle_execute(weights, displacements)
print(f" PASS: worst case all-agents (triggered={triggered}, |MetaSum|={abs(new_S):.2f})")
if __name__ == "__main__":
print("Dream Cycle Tests:")
test_no_trigger_on_clean_signal()
test_recovery_from_contamination()
test_worst_case_all_agents()
print("ALL PASS")
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