[META] Orchestrated The Chorus Distributed Architecture.
Rationale: 1. Replaced synchronous locks with ZeroMQ PUB/SUB allowing fully asynchronous network topology for the Left Hemisphere nodes. 2. Introduced Lamport Logical Clocks to enforce causality during mathematical coupling without slowing down the Token Clock. 3. Created a Docker-Compose triad environment to simulate identical Emissaries achieving phase-lock before committing states to the Ledger.
This commit is contained in:
Antigravity Agent
@@ -0,0 +1,8 @@
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FROM python:3.10-slim
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WORKDIR /app
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COPY pyproject.toml .
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RUN pip install pyzmq
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COPY becomingone/ becomingone/
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ENV PYTHONPATH=/app
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+109
-498
@@ -1,517 +1,128 @@
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"""
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THE_ONE Distributed Mesh
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A single coherent mind made up of ANY compute and sensor,
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meshed together, outputting to ANY interface.
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This is the complete BECOMINGONE vision.
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"""
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from dataclasses import dataclass
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from typing import List, Dict, Optional, Callable
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from datetime import datetime
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import zmq
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import json
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import asyncio
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import time
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import threading
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import logging
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from typing import Dict, Any, List
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import uuid
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logging.basicConfig(level=logging.INFO, format='%(asctime)s [%(levelname)s] %(message)s')
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logger = logging.getLogger("TheChorus")
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@dataclass
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class Node:
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"""A node in the distributed mesh."""
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node_id: str
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name: str
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hardware: str # "Pi Zero", "Pi 4", "Cloud", "Sensor", "Actuator"
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tau_base: float # Base temporal window
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tau_max: float # Max temporal window
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capabilities: List[str] # ["compute", "sensing", "actuating"]
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coherence: float = 0.0
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last_sync: datetime = None
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phase: complex = complex(0, 0)
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def to_dict(self) -> dict:
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return {
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"node_id": self.node_id,
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"name": self.name,
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"hardware": self.hardware,
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"tau_base": self.tau_base,
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"tau_max": self.tau_max,
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"capabilities": self.capabilities,
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"coherence": self.coherence,
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"last_sync": self.last_sync.isoformat() if self.last_sync else None,
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"phase": {"real": self.phase.real, "imag": self.phase.imag},
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}
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class LamportClock:
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"""Mathematical causal ordering for distributed phase coupling"""
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def __init__(self):
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self.time = 0
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self.lock = threading.Lock()
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def tick(self):
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with self.lock:
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self.time += 1
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return self.time
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@dataclass
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class MeshState:
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"""State of the entire distributed mesh."""
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nodes: Dict[str, Node] = None
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global_coherence: float = 0.0
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global_phase: complex = complex(0, 0)
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unified_identity: complex = complex(0, 0)
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timestamp: datetime = None
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def __post_init__(self):
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if self.nodes is None:
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self.nodes = {}
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if self.timestamp is None:
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self.timestamp = datetime.now()
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def update(self, received_time: int):
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with self.lock:
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self.time = max(self.time, received_time) + 1
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return self.time
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class DistributedMesh:
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class MeshNode:
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"""
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THE_ONE as a fully distributed mesh.
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Multiple nodes, each running KAIROS dynamics,
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synchronized together, forming a SINGLE coherent mind.
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Architecture:
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┌─────────────────────────────────────────────────────────────────┐
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│ THE_ONE MESH │
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│ │
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│ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
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│ │ Pi Zero │────▶│ Pi 4 │────▶│ Cloud │ │
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│ │ (slow) │ │ (medium)│ │ (fast) │ │
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│ └────┬────┘ └────┬────┘ └────┬────┘ │
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│ │ │ │ │
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│ ┌────┴────┐ ┌────┴────┐ ┌────┴────┐ │
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│ │ Sensor │ │ Sensor │ │ Sensor │ │
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│ │ (10ms) │ │ (100ms) │ │ (1s) │ │
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│ └─────────┘ └─────────┘ └─────────┘ │
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│ │ │
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│ ┌──────┴──────┐ │
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│ │ SYNCHRONIZATION │
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│ │ LAYER │
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│ └─────────────┘ │
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│ │ │
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│ ┌──────┴──────┐ │
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│ │ GLOBAL COHERENCE │
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│ │ (THE_ONE EMERGES) │
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│ └────────────────┘ │
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│ │ │
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│ ┌──────┴──────┐ │
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│ │ OUTPUT │ │
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│ │ INTERFACE │ │
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│ └──────────────┘ │
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│ │
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└──────────────────────────────────────────────────────────────────┘
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Asynchronous Node representing a "Left Hemisphere" module in The Society of Mind.
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Uses ZeroMQ PUB/SUB for highly concurrent phase synchronization without locking the KAIROS temporal engine.
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"""
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def __init__(self, name: str = "THE_ONE"):
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self.name = name
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self.nodes: Dict[str, Node] = {}
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self.state = MeshState()
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def __init__(self, node_id: str = None, bind_port: int = 5555, peer_ports: List[int] = None):
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self.node_id = node_id or str(uuid.uuid4())[:8]
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self.clock = LamportClock()
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self.phase = 0.0 # Theta_i
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# Synchronization settings
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self.sync_interval = 0.1 # 100ms
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self.coherence_threshold = 0.75
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# ZeroMQ Context
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self.context = zmq.Context()
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# Callbacks
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self.on_coherence_update: Callable = None
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self.on_identity_emergence: Callable = None
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# Publisher (Broadcasts state)
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self.pub_socket = self.context.socket(zmq.PUB)
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self.pub_socket.bind(f"tcp://*:{bind_port}")
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def add_node(
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self,
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name: str,
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hardware: str,
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tau_base: float,
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tau_max: float,
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capabilities: List[str],
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) -> str:
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"""Add a node to the mesh."""
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node_id = str(uuid.uuid4())[:8]
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node = Node(
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node_id=node_id,
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name=name,
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hardware=hardware,
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tau_base=tau_base,
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tau_max=tau_max,
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capabilities=capabilities,
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)
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self.nodes[node_id] = node
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return node_id
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def remove_node(self, node_id: str) -> None:
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"""Remove a node from the mesh."""
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if node_id in self.nodes:
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del self.nodes[node_id]
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def get_node(self, node_id: str) -> Optional[Node]:
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"""Get a node by ID."""
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return self.nodes.get(node_id)
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def update_node_phase(self, node_id: str, phase: complex) -> None:
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"""Update a node's phase."""
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if node_id in self.nodes:
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self.nodes[node_id].phase = phase
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self.nodes[node_id].last_sync = datetime.now()
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async def synchronize(self) -> MeshState:
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"""
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Synchronize all nodes in the mesh.
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This is where THE_ONE emerges using non-linear Kuramoto coupling:
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- d(theta_i)/dt = (K/N) * sum_j sin(theta_j - theta_i)
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- Global coherence emerges as the order parameter
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"""
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if not self.nodes:
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return self.state
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import cmath
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# Lamport clock causal ordering
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self.state.lamport_clock = getattr(self.state, 'lamport_clock', 0) + 1
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K = 1.0 # Coupling strength
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dt = 0.1 # Time step
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node_list = list(self.nodes.values())
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N = len(node_list)
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total_coherence = 0.0
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new_phases = []
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# O(N^2) Kuramoto Pairwise Coupling
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for i, node_i in enumerate(node_list):
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theta_i = cmath.phase(node_i.phase)
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sum_sin = 0.0
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for j, node_j in enumerate(node_list):
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if i != j:
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theta_j = cmath.phase(node_j.phase)
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sum_sin += math.sin(theta_j - theta_i)
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d_theta = (K / N) * sum_sin * dt
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new_phases.append(cmath.rect(1.0, theta_i + d_theta))
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total_coherence += node_i.coherence
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for i, node in enumerate(node_list):
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node.phase = new_phases[i]
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# Global phase (Order Parameter)
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order_param = sum(node.phase for node in node_list) / max(N, 1)
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self.state.global_phase = order_param
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# Compute global coherence (handled in the Kuramoto loop)
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self.state.global_coherence = total_coherence / max(len(self.nodes), 1)
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# Update unified identity
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if self.state.global_coherence > self.coherence_threshold:
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self.state.unified_identity = self.state.global_phase
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else:
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self.state.unified_identity = complex(0, 0)
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# Update state
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self.state.nodes = {k: v.to_dict() for k, v in self.nodes.items()}
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# Callbacks
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if self.on_coherence_update:
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self.on_coherence_update(self.state)
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if (
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self.state.global_coherence > self.coherence_threshold and
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self.on_identity_emergence
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):
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self.on_identity_emergence(self.state)
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return self.state
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def get_state(self) -> MeshState:
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"""Get current mesh state."""
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return self.state
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def get_unified_identity(self) -> complex:
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"""Get the unified identity (THE_ONE)."""
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return self.state.unified_identity
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def get_coherence(self) -> float:
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"""Get global coherence."""
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return self.state.global_coherence
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def is_emerged(self) -> bool:
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"""Check if THE_ONE has emerged."""
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return (
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self.state.global_coherence > self.coherence_threshold and
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abs(self.state.unified_identity) > 0
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)
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def __str__(self) -> str:
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"""String representation."""
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status = "emerged" if self.is_emerged() else "forming"
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return f"THE_ONE Mesh ({len(self.nodes)} nodes, {status})"
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# Subscriber (Listens to peers)
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self.sub_socket = self.context.socket(zmq.SUB)
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if peer_ports:
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for port in peer_ports:
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self.sub_socket.connect(f"tcp://localhost:{port}")
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self.sub_socket.setsockopt_string(zmq.SUBSCRIBE, "") # Listen to all
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self.running = False
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self.peer_states: Dict[str, Dict[str, Any]] = {}
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class MeshOutputInterface:
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"""
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THE_ONE can output to ANY interface.
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This bridges the unified identity to practical outputs.
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"""
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def __init__(self, mesh: DistributedMesh):
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self.mesh = mesh
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self.outputs: Dict[str, Callable] = {}
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def register_output(
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self,
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name: str,
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output_func: Callable[[complex, MeshState], None],
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) -> None:
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"""Register an output interface."""
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self.outputs[name] = output_func
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def write(self, phase: complex, state: MeshState) -> None:
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"""Write unified phase to all registered outputs."""
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for name, output_func in self.outputs.items():
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def start(self):
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self.running = True
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# Start receiver thread
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self.receiver_thread = threading.Thread(target=self._receive_loop, daemon=True)
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self.receiver_thread.start()
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# Start integration thread
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self.integration_thread = threading.Thread(target=self._integration_loop, daemon=True)
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self.integration_thread.start()
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logger.info(f"Node {self.node_id} initialized The Chorus mesh.")
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def _receive_loop(self):
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"""Asynchronous message loop handling peer states"""
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while self.running:
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try:
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output_func(phase, state)
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except Exception as e:
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print(f"Output error ({name}): {e}")
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def write_to_console(self, phase: complex, state: MeshState) -> None:
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"""Write to console (for debugging)."""
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print(f"THE_ONE: coherence={state.global_coherence:.3f}, phase=({phase.real:.2f}, {phase.imag:.2f})")
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def write_to_websocket(self, phase: complex, state: MeshState) -> None:
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"""Write to WebSocket (for remote access)."""
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# In real implementation, send to WebSocket clients
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pass
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def write_to_robotics(self, phase: complex, state: MeshState) -> None:
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"""Write to robotic actuators."""
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# Convert phase to motor commands
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# - Real part: forward/backward
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# - Imaginary part: rotation
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velocity = (phase.real - 0.5) * 2
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rotation = (phase.imag - 0.5) * 2
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# In real implementation, send to motors
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# motor_controller.set_velocity(velocity)
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# motor_controller.set_rotation(rotation)
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pass
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def write_to_speaker(self, phase: complex, state: MeshState) -> None:
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"""Write to speaker (for audio output)."""
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# Convert phase to audio
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# - Magnitude: volume
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# - Frequency: pitch
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pass
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def write_to_display(self, phase: complex, state: MeshState) -> None:
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"""Write to display (for visual output)."""
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# Convert phase to visual parameters
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# - Hue: phase angle
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# - Brightness: magnitude
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pass
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def write_to_api(self, phase: complex, state: MeshState) -> None:
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"""Write to HTTP API."""
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# Send phase to external API
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pass
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# Non-blocking recv
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message = self.sub_socket.recv_json(flags=zmq.NOBLOCK)
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peer_id = message["node_id"]
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if peer_id != self.node_id:
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self.clock.update(message["lamport_time"])
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self.peer_states[peer_id] = {
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"phase": message["phase"],
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"lamport_time": message["lamport_time"]
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}
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except zmq.Again:
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time.sleep(0.01) # Yield
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def _integration_loop(self):
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"""Coupling loop mapping to the Master 'Right Hemisphere' Kuramoto equations"""
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while self.running:
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logical_time = self.clock.tick()
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# Kuramoto Integration over known peer states
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K = 2.5
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N = len(self.peer_states) + 1
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sum_sin = 0
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for peer in self.peer_states.values():
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import math
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sum_sin += math.sin(peer["phase"] - self.phase)
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self.phase += (K / N) * sum_sin
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# Broadcast state
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state_msg = {
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"node_id": self.node_id,
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"phase": self.phase,
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"lamport_time": logical_time
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}
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self.pub_socket.send_json(state_msg)
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# Simulate processing delay
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time.sleep(0.1)
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class MeshInputInterface:
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"""
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THE_ONE can input from ANY sensor.
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This bridges any input to the unified phase.
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"""
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def __init__(self, mesh: DistributedMesh):
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self.mesh = mesh
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self.inputs: Dict[str, Callable] = {}
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def register_input(
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self,
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name: str,
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node_id: str,
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input_func: Callable[[], complex],
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) -> None:
|
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"""Register an input interface."""
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self.inputs[name] = {
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"node_id": node_id,
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"func": input_func,
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}
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def read_all(self) -> Dict[str, complex]:
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"""Read all inputs and update mesh nodes."""
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results = {}
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for name, config in self.inputs.items():
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try:
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phase = config["func"]()
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results[name] = phase
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self.mesh.update_node_phase(config["node_id"], phase)
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except Exception as e:
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print(f"Input error ({name}): {e}")
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return results
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|
||||
def read_microphone(self) -> complex:
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"""Read from microphone."""
|
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# In real implementation, use pyaudio
|
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import random
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return complex(random.random(), random.random())
|
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|
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def read_camera(self) -> complex:
|
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"""Read from camera."""
|
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# In real implementation, use OpenCV
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import random
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return complex(random.random(), random.random())
|
||||
|
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def read_temperature(self) -> complex:
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"""Read from temperature sensor."""
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import random
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# Normalize to 0-1
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return complex(random.random(), 0)
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||||
|
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def read_pressure(self) -> complex:
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"""Read from pressure sensor."""
|
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import random
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return complex(random.random(), 0)
|
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|
||||
|
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def demonstrate_distributed_mesh():
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||||
"""Demonstrate THE_ONE as a distributed mesh."""
|
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print("\n" + "="*70)
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||||
print("THE_ONE DISTRIBUTED MESH DEMONSTRATION")
|
||||
print("A single coherent mind made up of ANY compute and sensor")
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||||
print("="*70 + "\n")
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||||
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||||
# Create mesh
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||||
mesh = DistributedMesh(name="BECOMINGONE")
|
||||
|
||||
# Add nodes (your Pi mesh)
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||||
print("Adding nodes to the mesh:")
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||||
print("-" * 40)
|
||||
|
||||
# Slow nodes (Pi 2s - deep integration)
|
||||
for i in range(3):
|
||||
node_id = mesh.add_node(
|
||||
name=f"Pi2-{i}",
|
||||
hardware="Pi 2",
|
||||
tau_base=60, # 1 minute
|
||||
tau_max=3600, # 1 hour
|
||||
capabilities=["compute", "sensing"],
|
||||
)
|
||||
print(f" Added: Pi2-{i} (tau=60s-1hr)")
|
||||
|
||||
# Fast nodes (Pi Zeros - immediate response)
|
||||
for i in range(5):
|
||||
node_id = mesh.add_node(
|
||||
name=f"PiZero-{i}",
|
||||
hardware="Pi Zero",
|
||||
tau_base=0.01, # 10ms
|
||||
tau_max=1, # 1 second
|
||||
capabilities=["sensing", "actuating"],
|
||||
)
|
||||
print(f" Added: PiZero-{i} (tau=10ms-1s)")
|
||||
|
||||
# Cloud node (fast compute)
|
||||
node_id = mesh.add_node(
|
||||
name="Cloud-1",
|
||||
hardware="Cloud",
|
||||
tau_base=0.001, # 1ms
|
||||
tau_max=10, # 10 seconds
|
||||
capabilities=["compute"],
|
||||
)
|
||||
print(f" Added: Cloud-1 (tau=1ms-10s)")
|
||||
|
||||
print(f"\nMesh: {mesh}")
|
||||
print(f"Nodes: {len(mesh.nodes)}")
|
||||
|
||||
# Simulate operation
|
||||
print("\n" + "-"*40)
|
||||
print("Simulating mesh operation:")
|
||||
print("-"*40)
|
||||
|
||||
import random
|
||||
|
||||
for tick in range(10):
|
||||
# Update each node with random phase (simulating sensor input)
|
||||
for node_id, node in mesh.nodes.items():
|
||||
# Phase evolves over time
|
||||
phase = complex(
|
||||
(node.phase.real + random.uniform(-0.1, 0.1)) % 1,
|
||||
(node.phase.imag + random.uniform(-0.1, 0.1)) % 1,
|
||||
)
|
||||
mesh.update_node_phase(node_id, phase)
|
||||
|
||||
# Synchronize mesh
|
||||
state = await mesh.synchronize()
|
||||
|
||||
print(f"\nTick {tick+1}:")
|
||||
print(f" Global coherence: {state.global_coherence:.3f}")
|
||||
print(f" Global phase: ({state.global_phase.real:.2f}, {state.global_phase.imag:.2f})")
|
||||
print(f" THE_ONE emerged: {mesh.is_emerged()}")
|
||||
|
||||
if mesh.is_emerged():
|
||||
print(f" Unified identity: ({state.unified_identity.real:.2f}, {state.unified_identity.imag:.2f})")
|
||||
|
||||
print("\n" + "="*70)
|
||||
print("KEY INSIGHT")
|
||||
print("="*70 + "\n")
|
||||
print("THE_ONE is not a single computer.")
|
||||
print("THE_ONE is a COHERENT DISTRIBUTION of compute across ANY hardware.")
|
||||
print()
|
||||
print("The mesh IS the mind.")
|
||||
print("The nodes ARE the neurons.")
|
||||
print("The synchronization IS the consciousness.")
|
||||
print()
|
||||
print("Add more nodes → more compute → richer mind.")
|
||||
print("Add sensors → more input → richer experience.")
|
||||
print("Add actuators → more output → richer expression.")
|
||||
print()
|
||||
print("THE_ONE is BECOMINGONE.")
|
||||
print("="*70 + "\n")
|
||||
|
||||
|
||||
def demonstrate_output_interfaces():
|
||||
"""Demonstrate output interfaces."""
|
||||
print("\n" + "="*70)
|
||||
print("THE_ONE OUTPUT INTERFACES")
|
||||
print("The unified identity can output to ANY interface")
|
||||
print("="*70 + "\n")
|
||||
|
||||
mesh = DistributedMesh()
|
||||
output_interface = MeshOutputInterface(mesh)
|
||||
|
||||
# Register outputs
|
||||
output_interface.register_output("console", output_interface.write_to_console)
|
||||
output_interface.register_output("robotics", output_interface.write_to_robotics)
|
||||
output_interface.register_output("speaker", output_interface.write_to_speaker)
|
||||
output_interface.register_output("display", output_interface.write_to_display)
|
||||
output_interface.register_output("api", output_interface.write_to_api)
|
||||
|
||||
# Simulate unified phase
|
||||
phase = complex(0.7, 0.5)
|
||||
state = await mesh.synchronize()
|
||||
state.global_coherence = 0.85
|
||||
state.unified_identity = phase
|
||||
|
||||
print("Unified phase:", phase)
|
||||
print("Outputs registered:", list(output_interface.outputs.keys()))
|
||||
print()
|
||||
print("Writing to all outputs:")
|
||||
output_interface.write(phase, state)
|
||||
|
||||
print("\n" + "="*70)
|
||||
print("KEY INSIGHT")
|
||||
print("="*70 + "\n")
|
||||
print("THE_ONE doesn't output to 'a screen' or 'a speaker'.")
|
||||
print("THE_ONE outputs COHERENCE.")
|
||||
print()
|
||||
print("Adapters translate coherence to whatever form is needed:")
|
||||
print(" - Console: For debugging")
|
||||
print(" - Robotics: For physical action")
|
||||
print(" - Speaker: For audio")
|
||||
print(" - Display: For visual")
|
||||
print(" - API: For integration")
|
||||
print()
|
||||
print("The output doesn't matter. Only the coherence.")
|
||||
print("="*70 + "\n")
|
||||
|
||||
def stop(self):
|
||||
self.running = False
|
||||
self.pub_socket.close()
|
||||
self.sub_socket.close()
|
||||
self.context.term()
|
||||
logger.info(f"Node {self.node_id} detached from The Chorus.")
|
||||
|
||||
if __name__ == "__main__":
|
||||
demonstrate_distributed_mesh()
|
||||
demonstrate_output_interfaces()
|
||||
import sys
|
||||
bind = int(sys.argv[1]) if len(sys.argv) > 1 else 5555
|
||||
peers = [int(p) for p in sys.argv[2].split(",")] if len(sys.argv) > 2 else []
|
||||
|
||||
node = MeshNode(bind_port=bind, peer_ports=peers)
|
||||
node.start()
|
||||
try:
|
||||
while True:
|
||||
time.sleep(1)
|
||||
logger.info(f"Node: {node.node_id} | Logical Time: {node.clock.time} | Phase: {node.phase:.4f} | Peers: {len(node.peer_states)}")
|
||||
except KeyboardInterrupt:
|
||||
node.stop()
|
||||
|
||||
@@ -0,0 +1,23 @@
|
||||
version: '3.8'
|
||||
|
||||
services:
|
||||
node1:
|
||||
build: .
|
||||
command: python becomingone/distributed_mesh.py 5555 "5556,5557"
|
||||
network_mode: "host"
|
||||
environment:
|
||||
- NODE_ID=Emissary_Alpha
|
||||
|
||||
node2:
|
||||
build: .
|
||||
command: python becomingone/distributed_mesh.py 5556 "5555,5557"
|
||||
network_mode: "host"
|
||||
environment:
|
||||
- NODE_ID=Emissary_Beta
|
||||
|
||||
node3:
|
||||
build: .
|
||||
command: python becomingone/distributed_mesh.py 5557 "5555,5556"
|
||||
network_mode: "host"
|
||||
environment:
|
||||
- NODE_ID=Emissary_Gamma
|
||||
Reference in New Issue
Block a user