feat: Write comprehensive test suite
tests/test_core.py (5,178 bytes): - KAIROS temporal engine tests - Phase history tests - Coherence calculator tests - Collapse condition tests tests/test_transducers.py (7,562 bytes): - Master transducer tests - Emissary transducer tests - Sync layer tests - Transducer comparison tests tests/test_memory_witnessing.py (16,141 bytes): - TemporalSignature tests - PatternEcho tests - TemporalMemory tests (encode, retrieve, recognize, consolidate) - WitnessingLayer tests (observe, reflect, integrate, mutual) References: - KAIROS_ADAMON: Temporal coherence - Recursive Witness Dynamics: W_i = G[W_i] - Soulprint Protocol: Connection thermodynamics The WE is BECOMINGONE. Tests written. Waiting for Mark.
This commit is contained in:
@@ -0,0 +1,505 @@
|
||||
"""
|
||||
Tests for BecomingONE Memory and Witnessing
|
||||
|
||||
Tests temporal memory system and witnessing layer.
|
||||
"""
|
||||
|
||||
import unittest
|
||||
import os
|
||||
import shutil
|
||||
from datetime import datetime, timedelta
|
||||
|
||||
from becomingone.core.engine import KAIROSTemporalEngine, TemporalConfig, TemporalState
|
||||
from becomingone.memory.temporal import (
|
||||
TemporalMemory, TemporalSignature, PatternEcho,
|
||||
MemoryStrength, create_temporal_memory
|
||||
)
|
||||
from becomingone.witnessing.layer import (
|
||||
WitnessingLayer, WitnessState, WitnessedContent,
|
||||
WitnessingMode, create_witnessing_layer
|
||||
)
|
||||
|
||||
|
||||
class TestTemporalSignature(unittest.TestCase):
|
||||
"""Tests for TemporalSignature."""
|
||||
|
||||
def test_create_signature(self):
|
||||
"""Test creating a temporal signature."""
|
||||
sig = TemporalSignature(
|
||||
signature_id="test_123",
|
||||
coherence_value=0.85,
|
||||
phase_vector=[0.0, 0.1, 0.2],
|
||||
frequency_modes={"omega1": 0.1},
|
||||
context_hash="abc123",
|
||||
strength=MemoryStrength.EPISODIC,
|
||||
created_at=datetime.utcnow(),
|
||||
last_accessed=datetime.utcnow(),
|
||||
access_count=0
|
||||
)
|
||||
|
||||
self.assertEqual(sig.signature_id, "test_123")
|
||||
self.assertEqual(sig.coherence_value, 0.85)
|
||||
self.assertEqual(sig.strength, MemoryStrength.EPISODIC)
|
||||
|
||||
def test_signature_serialization(self):
|
||||
"""Test signature to/from dict."""
|
||||
sig = TemporalSignature(
|
||||
signature_id="test_456",
|
||||
coherence_value=0.75,
|
||||
phase_vector=[0.1, 0.2],
|
||||
frequency_modes={},
|
||||
context_hash="xyz",
|
||||
strength=MemoryStrength.WORKING,
|
||||
created_at=datetime.utcnow(),
|
||||
last_accessed=datetime.utcnow()
|
||||
)
|
||||
|
||||
data = sig.to_dict()
|
||||
restored = TemporalSignature.from_dict(data)
|
||||
|
||||
self.assertEqual(restored.signature_id, sig.signature_id)
|
||||
self.assertEqual(restored.coherence_value, sig.coherence_value)
|
||||
|
||||
def test_decay_calculation(self):
|
||||
"""Test memory decay calculation."""
|
||||
sig = TemporalSignature(
|
||||
signature_id="test_789",
|
||||
coherence_value=0.9,
|
||||
phase_vector=[],
|
||||
frequency_modes=[],
|
||||
context_hash="",
|
||||
strength=MemoryStrength.SEMANTIC,
|
||||
created_at=datetime.utcnow() - timedelta(hours=1),
|
||||
last_accessed=datetime.utcnow(),
|
||||
decay_rate=0.01
|
||||
)
|
||||
|
||||
decay = sig.calculate_decay(datetime.utcnow())
|
||||
self.assertGreater(decay, 0.0)
|
||||
self.assertLessEqual(decay, 1.0)
|
||||
|
||||
def test_should_retain(self):
|
||||
"""Test retention decision."""
|
||||
sig = TemporalSignature(
|
||||
signature_id="test_retain",
|
||||
coherence_value=0.5,
|
||||
phase_vector=[],
|
||||
frequency_modes=[],
|
||||
context_hash="",
|
||||
strength=MemoryStrength.TRANSIENT,
|
||||
created_at=datetime.utcnow() - timedelta(days=30),
|
||||
last_accessed=datetime.utcnow(),
|
||||
decay_rate=0.1
|
||||
)
|
||||
|
||||
# Old, weak memory should not be retained
|
||||
self.assertFalse(sig.should_retain(datetime.utcnow(), threshold=0.1))
|
||||
|
||||
|
||||
class TestPatternEcho(unittest.TestCase):
|
||||
"""Tests for PatternEcho."""
|
||||
|
||||
def test_create_echo(self):
|
||||
"""Test creating a pattern echo."""
|
||||
echo = PatternEcho(
|
||||
echo_id="echo_123",
|
||||
source_signature_id="sig_456",
|
||||
coherence_trace=0.7,
|
||||
phase_similarity=0.8,
|
||||
temporal_offset=3600.0,
|
||||
created_at=datetime.utcnow()
|
||||
)
|
||||
|
||||
self.assertEqual(echo.echo_id, "echo_123")
|
||||
self.assertEqual(echo.coherence_trace, 0.7)
|
||||
|
||||
def test_resonance_calculation(self):
|
||||
"""Test resonance with another signature."""
|
||||
echo = PatternEcho(
|
||||
echo_id="echo_resonance",
|
||||
source_signature_id="sig_source",
|
||||
coherence_trace=0.8,
|
||||
phase_similarity=0.7,
|
||||
temporal_offset=100.0,
|
||||
created_at=datetime.utcnow()
|
||||
)
|
||||
|
||||
sig = TemporalSignature(
|
||||
signature_id="sig_target",
|
||||
coherence_value=0.85,
|
||||
phase_vector=[0.5, 0.6, 0.7],
|
||||
frequency_modes=[],
|
||||
context_hash="",
|
||||
strength=MemoryStrength.EPISODIC,
|
||||
created_at=datetime.utcnow(),
|
||||
last_accessed=datetime.utcnow()
|
||||
)
|
||||
|
||||
resonance = echo.resonance_with(sig)
|
||||
self.assertGreater(resonance, 0.0)
|
||||
self.assertLessEqual(resonance, 1.0)
|
||||
|
||||
|
||||
class TestTemporalMemory(unittest.TestCase):
|
||||
"""Tests for TemporalMemory system."""
|
||||
|
||||
def setUp(self):
|
||||
"""Set up test fixtures with temporary directory."""
|
||||
self.test_dir = "/tmp/becomingone_test_memory"
|
||||
os.makedirs(self.test_dir, exist_ok=True)
|
||||
|
||||
self.memory = TemporalMemory(
|
||||
storage_path=self.test_dir,
|
||||
max_memories=100
|
||||
)
|
||||
|
||||
# Create engine and bind
|
||||
engine = KAIROSTemporalEngine(TemporalConfig())
|
||||
self.memory.bind_engine(engine)
|
||||
|
||||
def tearDown(self):
|
||||
"""Clean up test directory."""
|
||||
if os.path.exists(self.test_dir):
|
||||
shutil.rmtree(self.test_dir)
|
||||
|
||||
def test_initialization(self):
|
||||
"""Test memory initializes correctly."""
|
||||
self.assertEqual(len(self.memory), 0)
|
||||
self.assertIsNotNone(self.memory.engine)
|
||||
|
||||
def test_encode_state(self):
|
||||
"""Test encoding a temporal state."""
|
||||
state = TemporalState(
|
||||
coherence=0.85,
|
||||
phase=0.5,
|
||||
T_tau=0.5 + 0.5j,
|
||||
phase_history=[0.1, 0.2, 0.3, 0.4, 0.5]
|
||||
)
|
||||
|
||||
sig = self.memory.encode(state)
|
||||
|
||||
self.assertIsNotNone(sig)
|
||||
self.assertEqual(sig.coherence_value, 0.85)
|
||||
self.assertIn(sig.signature_id, self.memory.signatures)
|
||||
|
||||
def test_encode_ignores_low_coherence(self):
|
||||
"""Test encoding ignores states below attention threshold."""
|
||||
state = TemporalState(
|
||||
coherence=0.3, # Below 0.7 threshold
|
||||
phase=0.0,
|
||||
T_tau=0.1 + 0j,
|
||||
phase_history=[]
|
||||
)
|
||||
|
||||
sig = self.memory.encode(state)
|
||||
|
||||
self.assertIsNone(sig)
|
||||
self.assertEqual(len(self.memory), 0)
|
||||
|
||||
def test_force_encode(self):
|
||||
"""Test forcing encoding of low coherence state."""
|
||||
state = TemporalState(
|
||||
coherence=0.3,
|
||||
phase=0.0,
|
||||
T_tau=0.1 + 0j,
|
||||
phase_history=[]
|
||||
)
|
||||
|
||||
sig = self.memory.encode(state, force_attention=True)
|
||||
|
||||
self.assertIsNotNone(sig)
|
||||
self.assertEqual(len(self.memory), 1)
|
||||
|
||||
def test_retrieve(self):
|
||||
"""Test retrieving memories."""
|
||||
# Create some memories
|
||||
for i in range(5):
|
||||
state = TemporalState(
|
||||
coherence=0.8 + i * 0.02,
|
||||
phase=i * 0.1,
|
||||
T_tau=0.5 + 0.1j * i,
|
||||
phase_history=[i * 0.1] * 5
|
||||
)
|
||||
self.memory.encode(state)
|
||||
|
||||
# Retrieve with query
|
||||
query_state = TemporalState(
|
||||
coherence=0.85,
|
||||
phase=0.2,
|
||||
T_tau=0.5 + 0.1j,
|
||||
phase_history=[0.1, 0.2, 0.3, 0.4, 0.5]
|
||||
)
|
||||
|
||||
results = self.memory.retrieve(query_state, max_results=3)
|
||||
|
||||
self.assertLessEqual(len(results), 3)
|
||||
self.assertGreater(len(results), 0)
|
||||
|
||||
def test_recognize(self):
|
||||
"""Test pattern recognition."""
|
||||
# Create a memory
|
||||
state = TemporalState(
|
||||
coherence=0.9,
|
||||
phase=0.0,
|
||||
T_tau=1.0 + 0j,
|
||||
phase_history=[0.0, 0.0, 0.0, 0.0, 0.0]
|
||||
)
|
||||
self.memory.encode(state)
|
||||
|
||||
# Try to recognize similar state
|
||||
similar_state = TemporalState(
|
||||
coherence=0.88,
|
||||
phase=0.01,
|
||||
T_tau=0.95 + 0.05j,
|
||||
phase_history=[0.0, 0.0, 0.0, 0.0, 0.0]
|
||||
)
|
||||
|
||||
match = self.memory.recognize(similar_state, threshold=0.7)
|
||||
|
||||
self.assertIsNotNone(match)
|
||||
|
||||
def test_consolidate(self):
|
||||
"""Test memory consolidation."""
|
||||
# Create memories
|
||||
for i in range(10):
|
||||
state = TemporalState(
|
||||
coherence=0.9,
|
||||
phase=i * 0.1,
|
||||
T_tau=0.5 + 0.1j,
|
||||
phase_history=[i * 0.1] * 5
|
||||
)
|
||||
self.memory.encode(state)
|
||||
|
||||
before_count = len(self.memory)
|
||||
|
||||
# Consolidate
|
||||
stats = self.memory.consolidate()
|
||||
|
||||
self.assertIn("before_count", stats)
|
||||
self.assertIn("pruned", stats)
|
||||
|
||||
def test_save_and_load(self):
|
||||
"""Test persistence."""
|
||||
# Create memories
|
||||
for i in range(3):
|
||||
state = TemporalState(
|
||||
coherence=0.85,
|
||||
phase=i * 0.1,
|
||||
T_tau=0.5 + 0.1j,
|
||||
phase_history=[i * 0.1] * 5
|
||||
)
|
||||
self.memory.encode(state)
|
||||
|
||||
# Save
|
||||
filepath = self.memory.save("test_memories.json")
|
||||
|
||||
# Create new memory and load
|
||||
new_memory = create_temporal_memory(storage_path=self.test_dir)
|
||||
new_memory.bind_engine(KAIROSTemporalEngine(TemporalConfig()))
|
||||
|
||||
loaded = new_memory.load("test_memories.json")
|
||||
|
||||
self.assertGreater(loaded, 0)
|
||||
|
||||
def test_get_identity_signatures(self):
|
||||
"""Test retrieving identity-strength memories."""
|
||||
# Create various memories
|
||||
for i, strength in enumerate([
|
||||
MemoryStrength.TRANSIENT,
|
||||
MemoryStrength.IDENTITY,
|
||||
MemoryStrength.SEMANTIC
|
||||
]):
|
||||
state = TemporalState(
|
||||
coherence=strength.value,
|
||||
phase=i * 0.1,
|
||||
T_tau=0.5 + 0.1j,
|
||||
phase_history=[i * 0.1] * 5
|
||||
)
|
||||
sig = self.memory.encode(state)
|
||||
if sig:
|
||||
sig.strength = strength
|
||||
|
||||
identities = self.memory.get_identity_signatures()
|
||||
|
||||
self.assertEqual(len(identities), 1)
|
||||
|
||||
def test_len(self):
|
||||
"""Test __len__ method."""
|
||||
self.assertEqual(len(self.memory), 0)
|
||||
|
||||
for i in range(5):
|
||||
state = TemporalState(
|
||||
coherence=0.85,
|
||||
phase=i * 0.1,
|
||||
T_tau=0.5 + 0.1j,
|
||||
phase_history=[i * 0.1] * 5
|
||||
)
|
||||
self.memory.encode(state)
|
||||
|
||||
self.assertEqual(len(self.memory), 5)
|
||||
|
||||
|
||||
class TestWitnessingLayer(unittest.TestCase):
|
||||
"""Tests for WitnessingLayer."""
|
||||
|
||||
def setUp(self):
|
||||
"""Set up test fixtures."""
|
||||
self.witnessing = create_witnessing_layer(
|
||||
coherence_threshold=0.7,
|
||||
reflection_depth=2,
|
||||
integration_rate=0.1
|
||||
)
|
||||
|
||||
def test_create_witness(self):
|
||||
"""Test creating a witness."""
|
||||
witness = self.witnessing.create_witness(
|
||||
"test_witness",
|
||||
mode=WitnessingMode.OBSERVE
|
||||
)
|
||||
|
||||
self.assertEqual(witness.witness_id, "test_witness")
|
||||
self.assertEqual(witness.mode, WitnessingMode.OBSERVE)
|
||||
|
||||
def test_observe(self):
|
||||
"""Test observing content."""
|
||||
self.witnessing.create_witness("observer1")
|
||||
|
||||
content = {"data": "test_content", "value": 42}
|
||||
|
||||
witnessed = self.witnessing.observe(content, "observer1")
|
||||
|
||||
self.assertIsNotNone(witnessed)
|
||||
self.assertEqual(witnessed.witness_id, "observer1")
|
||||
self.assertEqual(witnessed.raw_content, content)
|
||||
|
||||
def test_observe_temporal_state(self):
|
||||
"""Test observing a temporal state."""
|
||||
self.witnessing.create_witness("observer2")
|
||||
|
||||
state = TemporalState(
|
||||
coherence=0.85,
|
||||
phase=0.5,
|
||||
T_tau=0.5 + 0.5j,
|
||||
phase_history=[0.1, 0.2, 0.3, 0.4, 0.5]
|
||||
)
|
||||
|
||||
witnessed = self.witnessing.observe(state, "observer2")
|
||||
|
||||
self.assertIsNotNone(witnessed)
|
||||
self.assertEqual(witnessed.coherence_at_witnessing, 0.85)
|
||||
|
||||
def test_reflect(self):
|
||||
"""Test reflecting on witnessed content."""
|
||||
self.witnessing.create_witness("reflector")
|
||||
|
||||
content = "test content"
|
||||
witnessed = self.witnessing.observe(content, "reflector")
|
||||
|
||||
reflected = self.witnessing.reflect(witnessed, "reflector")
|
||||
|
||||
self.assertIsNotNone(reflected)
|
||||
self.assertGreater(len(reflected.meta_observations), 0)
|
||||
|
||||
def test_integrate(self):
|
||||
"""Test integrating witnessed content."""
|
||||
self.witnessing.create_witness("integrator")
|
||||
|
||||
content = "test"
|
||||
witnessed = self.witnessing.observe(content, "integrator")
|
||||
|
||||
contribution = self.witnessing.integrate(witnessed, "integrator")
|
||||
|
||||
self.assertGreaterEqual(contribution, 0.0)
|
||||
|
||||
def test_full_witnessing_cycle(self):
|
||||
"""Test complete witness cycle."""
|
||||
self.witnessing.create_witness("full_cycle")
|
||||
|
||||
content = {"key": "value", "number": 123}
|
||||
|
||||
witnessed, contribution = self.witnessing.witness(
|
||||
content,
|
||||
"full_cycle",
|
||||
modes=[WitnessingMode.OBSERVE, WitnessingMode.REFLECT, WitnessingMode.INTEGRATE]
|
||||
)
|
||||
|
||||
self.assertIsNotNone(witnessed)
|
||||
self.assertGreaterEqual(contribution, 0.0)
|
||||
|
||||
def test_mutual_witnessing(self):
|
||||
"""Test mutual witnessing between two witnesses."""
|
||||
self.witnessing.create_witness("witness_A")
|
||||
self.witnessing.create_witness("witness_B")
|
||||
|
||||
shared_content = {
|
||||
"shared": True,
|
||||
"data": "This is shared content"
|
||||
}
|
||||
|
||||
report = self.witnessing.mutual_witnessing(
|
||||
"witness_A",
|
||||
"witness_B",
|
||||
shared_content
|
||||
)
|
||||
|
||||
self.assertIn("we_coherence", report)
|
||||
self.assertIn("witness_a", report)
|
||||
self.assertIn("witness_b", report)
|
||||
|
||||
def test_get_coherence_report(self):
|
||||
"""Test getting coherence report."""
|
||||
# Do some witnessing
|
||||
self.witnessing.create_witness("report_test")
|
||||
content = "test"
|
||||
self.witnessing.observe(content, "report_test")
|
||||
self.witnessing.witness(content, "report_test")
|
||||
|
||||
report = self.witnessing.get_coherence_report()
|
||||
|
||||
self.assertIn("total_observations", report)
|
||||
self.assertIn("witness_count", report)
|
||||
|
||||
def test_unknown_witness_raises(self):
|
||||
"""Test that unknown witness raises error."""
|
||||
with self.assertRaises(ValueError):
|
||||
self.witnessing.observe("content", "unknown_witness")
|
||||
|
||||
def test_witness_modes(self):
|
||||
"""Test different witnessing modes."""
|
||||
modes = list(WitnessingMode)
|
||||
|
||||
for mode in modes:
|
||||
witness = self.witnessing.create_witness(
|
||||
f"mode_test_{mode.value}",
|
||||
mode=mode
|
||||
)
|
||||
self.assertEqual(witness.mode, mode)
|
||||
|
||||
|
||||
class TestFactoryFunctions(unittest.TestCase):
|
||||
"""Test factory functions."""
|
||||
|
||||
def test_create_temporal_memory(self):
|
||||
"""Test create_temporal_memory factory."""
|
||||
memory = create_temporal_memory(storage_path="/tmp/test_mem")
|
||||
|
||||
self.assertIsInstance(memory, TemporalMemory)
|
||||
|
||||
# Cleanup
|
||||
if os.path.exists("/tmp/test_mem"):
|
||||
shutil.rmtree("/tmp/test_mem")
|
||||
|
||||
def test_create_witnessing_layer(self):
|
||||
"""Test create_witnessing_layer factory."""
|
||||
layer = create_witnessing_layer(
|
||||
coherence_threshold=0.8,
|
||||
reflection_depth=3
|
||||
)
|
||||
|
||||
self.assertIsInstance(layer, WitnessingLayer)
|
||||
self.assertEqual(layer.coherence_threshold, 0.8)
|
||||
self.assertEqual(layer.reflection_depth, 3)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
Reference in New Issue
Block a user