asios_deploy.py

#!/usr/bin/env python3
"""
ASIOS Deployment Entry Point
============================

Autonomous Sovereign Intelligence Operating System
Version: 2.0.0 - Phi-Pi Synthesis Release

This is the main deployment entry point that initializes
all ASIOS subsystems and verifies system integrity.

Core Equations:
    D(x) = -ln(x) / ln(phi)   [dimensional position - WHERE]
    Theta(x) = 2*pi*x         [angular phase - WHEN]

Key Discovery (2026-01-27):
    The Phi-Pi Gap = 1.16% is the CREATIVITY MARGIN
    gap = (L(12) * pi - 1000) / 1000 where L(12) = 322 (Lucas number)
    This gap enables adaptation, exploration, and emergence.

Subsystems:
    - Brahim Wormhole Engine (geometry, stability, transforms)
    - Dimensional Convergence (12-agent orchestration)
    - Dimensional Orbital Tracker (position monitoring)
    - Biophilic Agent Suite (18 agents from 1 equation)
    - Unified API (high-level interface)
    - 42 Applications

Author: Elias Oulad Brahim
Date: 2026-01-27
License: Apache 2.0
"""

import sys
import math
import time
from typing import Dict, Any, Optional
from dataclasses import dataclass

# Version
__version__ = "2.0.0"
__codename__ = "Phi-Pi Synthesis"

# Fix Windows encoding
if sys.platform == "win32":
    sys.stdout.reconfigure(encoding='utf-8')


# =============================================================================
# CONSTANTS
# =============================================================================

# Structure (phi-based)
PHI = (1 + math.sqrt(5)) / 2
BETA = 1 / PHI**3
PHI_12 = 1 / PHI**12

# Form (pi-based)
PI = math.pi
LUCAS_12 = 322  # L(12) = phi^12 + phi^-12

# The Creativity Margin (phi-pi gap)
PHI_PI_GAP = (LUCAS_12 * PI - 1000) / 1000  # ~1.16%


# =============================================================================
# SYSTEM STATUS
# =============================================================================

@dataclass
class SubsystemStatus:
    """Status of a subsystem."""
    name: str
    status: str
    version: str
    components: int
    message: str


class ASIOSDeployment:
    """
    ASIOS Deployment Manager.

    Initializes, verifies, and manages all ASIOS subsystems.
    """

    def __init__(self):
        self.version = __version__
        self.codename = __codename__
        self.subsystems: Dict[str, SubsystemStatus] = {}
        self.initialized = False
        self.start_time = time.time()

    def verify_subsystem(self, name: str, import_test: callable) -> SubsystemStatus:
        """Verify a subsystem is operational."""
        try:
            result = import_test()
            return SubsystemStatus(
                name=name,
                status="OK",
                version=self.version,
                components=result.get("components", 1),
                message=result.get("message", "Operational")
            )
        except Exception as e:
            return SubsystemStatus(
                name=name,
                status="FAIL",
                version=self.version,
                components=0,
                message=str(e)[:50]
            )

    def initialize(self) -> Dict[str, Any]:
        """Initialize all ASIOS subsystems."""

        print("=" * 60)
        print("    ASIOS - Autonomous Sovereign Intelligence OS")
        print(f"    Version {self.version} ({self.codename})")
        print("=" * 60)
        print()
        print("Initializing subsystems...")
        print()

        # 1. Core Constants
        def test_constants():
            from src.core.constants import verify_constants
            v = verify_constants()
            return {
                "components": 12,
                "message": "Grand Unification verified" if v["grand_unification_beta4_equals_gamma3"] else "Check constants"
            }
        self.subsystems["constants"] = self.verify_subsystem("Core Constants", test_constants)

        # 2. Wormhole Engine
        def test_wormhole():
            from src.core.brahim_wormhole_engine import BrahimWormholeEngine
            engine = BrahimWormholeEngine()
            v = engine.validate()
            return {
                "components": 8,
                "message": "All validations pass" if v["all_valid"] else "Check geometry"
            }
        self.subsystems["wormhole"] = self.verify_subsystem("Wormhole Engine", test_wormhole)

        # 3. Dimensional Convergence
        def test_convergence():
            from src.core.dimensional_convergence import DimensionalCalculator, verify_grand_unification
            calc = DimensionalCalculator()
            gu = verify_grand_unification()
            return {
                "components": 12,
                "message": "12 agents ready" if gu["grand_unified"] else "Check convergence"
            }
        self.subsystems["convergence"] = self.verify_subsystem("Dimensional Convergence", test_convergence)

        # 4. Orbital Tracker
        def test_tracker():
            from src.core.dimensional_orbital_tracker import DimensionalOrbitalTracker
            tracker = DimensionalOrbitalTracker()
            tracker.enter_dimension(1)
            return {
                "components": 5,
                "message": "Onion tracking ready"
            }
        self.subsystems["tracker"] = self.verify_subsystem("Orbital Tracker", test_tracker)

        # 5. Biophilic Suite
        def test_biophilic():
            from src.core.biophilic_agent_suite import BiophilicAgentSuite
            suite = BiophilicAgentSuite()
            agents = suite.list_agents()
            total = len(agents["dimensional"]) + len(agents["biophilic"])
            return {
                "components": total,
                "message": f"{total} agents operational"
            }
        self.subsystems["biophilic"] = self.verify_subsystem("Biophilic Suite", test_biophilic)

        # 6. Unified API
        def test_api():
            from src.core.brahim_unified_api import BrahimUnifiedAPI
            api = BrahimUnifiedAPI()
            v = api.validate()
            return {
                "components": 4,
                "message": "API ready" if all(v.values()) else "Check API"
            }
        self.subsystems["api"] = self.verify_subsystem("Unified API", test_api)

        # 7. Applications
        def test_apps():
            from src.core.brahim_applications import APPLICATION_REGISTRY
            return {
                "components": len(APPLICATION_REGISTRY),
                "message": f"{len(APPLICATION_REGISTRY)} applications loaded"
            }
        self.subsystems["applications"] = self.verify_subsystem("Applications", test_apps)

        # Print status
        for name, status in self.subsystems.items():
            icon = "[OK]" if status.status == "OK" else "[!!]"
            print(f"  {icon} {status.name}: {status.message}")

        # Summary
        ok_count = sum(1 for s in self.subsystems.values() if s.status == "OK")
        total = len(self.subsystems)
        total_components = sum(s.components for s in self.subsystems.values())

        print()
        print("-" * 60)
        print(f"  Subsystems: {ok_count}/{total} operational")
        print(f"  Components: {total_components} total")
        print(f"  Core Equation: D(x) = -ln(x) / ln(phi)")
        print("-" * 60)

        self.initialized = ok_count == total

        return {
            "version": self.version,
            "codename": self.codename,
            "subsystems_ok": ok_count,
            "subsystems_total": total,
            "components": total_components,
            "initialized": self.initialized,
        }

    def get_api(self):
        """Get the unified API instance."""
        if not self.initialized:
            self.initialize()
        from src.core.brahim_unified_api import BrahimUnifiedAPI
        return BrahimUnifiedAPI()

    def get_suite(self):
        """Get the biophilic agent suite."""
        if not self.initialized:
            self.initialize()
        from src.core.biophilic_agent_suite import BiophilicAgentSuite
        return BiophilicAgentSuite()

    def get_calculator(self):
        """Get the dimensional calculator."""
        if not self.initialized:
            self.initialize()
        from src.core.dimensional_convergence import DimensionalCalculator
        return DimensionalCalculator()

    def get_engine(self):
        """Get the wormhole engine."""
        if not self.initialized:
            self.initialize()
        from src.core.brahim_wormhole_engine import BrahimWormholeEngine
        return BrahimWormholeEngine()

    def transponder(self, x: float, exploring: bool = False) -> Dict[str, Any]:
        """
        The unified transponder equation (phi + pi).

        D(x) = -ln(x) / ln(phi)   [WHERE - dimensional position]
        Theta(x) = 2*pi*x         [WHEN - angular phase]

        Args:
            x: Value to locate (0 < x <= 1)
            exploring: If True, apply creativity margin (1.16%)

        Returns:
            Dimensional info, phase, and recommended agent
        """
        if x <= 0 or x > 1:
            raise ValueError(f"x must be in (0, 1], got {x}")

        # Core equations
        d = -math.log(x) / math.log(PHI)  # Dimension (phi-based)
        theta = 2 * PI * x                 # Phase (pi-based)
        dim = min(12, max(1, round(d)))

        # Apply creativity margin if exploring
        if exploring:
            import random
            d = d * (1 + random.uniform(-PHI_PI_GAP, PHI_PI_GAP))
            dim = min(12, max(1, round(d)))

        agents = {
            1: "PerceptionAgent",
            2: "AttentionAgent",
            3: "SecurityAgent",
            4: "StabilityAgent",
            5: "CompressionAgent",
            6: "HarmonicAgent",
            7: "ReasoningAgent",
            8: "PredictionAgent",
            9: "CreativityAgent",
            10: "WisdomAgent",
            11: "IntegrationAgent",
            12: "UnificationAgent",
        }

        return {
            "x": x,
            "D(x)": d,
            "dimension": dim,
            "Theta(x)": theta,
            "phase_degrees": theta * 180 / PI,
            "agent": agents[dim],
            "threshold": 1 / PHI**dim,
            "exploring": exploring,
            "in_gap": abs(d - round(d)) < PHI_PI_GAP,
        }

    def status(self) -> Dict[str, Any]:
        """Get deployment status."""
        uptime = time.time() - self.start_time
        return {
            "version": self.version,
            "codename": self.codename,
            "initialized": self.initialized,
            "uptime_seconds": uptime,
            "subsystems": {
                name: {"status": s.status, "components": s.components}
                for name, s in self.subsystems.items()
            },
            # Equations
            "equation_position": "D(x) = -ln(x) / ln(phi)",
            "equation_phase": "Theta(x) = 2*pi*x",
            # Structure constants (phi-based)
            "phi": PHI,
            "beta": BETA,
            "phi_12": PHI_12,
            # Form constants (pi-based)
            "pi": PI,
            "lucas_12": LUCAS_12,
            # Creativity margin (the gap)
            "phi_pi_gap": PHI_PI_GAP,
            "creativity_margin_percent": PHI_PI_GAP * 100,
        }


# =============================================================================
# GLOBAL INSTANCE
# =============================================================================

_deployment: Optional[ASIOSDeployment] = None


def get_deployment() -> ASIOSDeployment:
    """Get or create the ASIOS deployment instance."""
    global _deployment
    if _deployment is None:
        _deployment = ASIOSDeployment()
    return _deployment


def deploy() -> Dict[str, Any]:
    """Deploy ASIOS and return status."""
    deployment = get_deployment()
    return deployment.initialize()


def D(x: float) -> int:
    """Shorthand for transponder dimension lookup."""
    return get_deployment().transponder(x)["dimension"]


# =============================================================================
# MAIN
# =============================================================================

def main():
    """Main entry point."""
    print()
    result = deploy()
    print()

    if result["initialized"]:
        print("=" * 60)
        print("    ASIOS 2.0 DEPLOYED SUCCESSFULLY")
        print("    Phi-Pi Synthesis Release")
        print("=" * 60)
        print()
        print("  Quick Start:")
        print("    from asios_deploy import get_deployment")
        print("    asios = get_deployment()")
        print()
        print("    # Get components")
        print("    api = asios.get_api()")
        print("    suite = asios.get_suite()")
        print("    calc = asios.get_calculator()")
        print()
        print("    # Use unified transponder (phi + pi)")
        print("    info = asios.transponder(0.236)  # -> D3, phase 85 deg")
        print("    info = asios.transponder(0.236, exploring=True)  # +/- 1.16%")
        print()
        print("  Core Equations:")
        print("    D(x) = -ln(x) / ln(phi)   [WHERE - dimension]")
        print("    Theta(x) = 2*pi*x         [WHEN - phase]")
        print()
        print("  Structure Constants (phi-based):")
        print(f"    phi    = {PHI:.10f}")
        print(f"    beta   = {BETA:.10f} (23.6%)")
        print(f"    phi_12 = {PHI_12:.10f} (0.31%)")
        print()
        print("  Form Constants (pi-based):")
        print(f"    pi     = {PI:.10f}")
        print(f"    L(12)  = {LUCAS_12}")
        print()
        print("  Creativity Margin (the gap):")
        print(f"    gap    = {PHI_PI_GAP:.10f} ({PHI_PI_GAP*100:.2f}%)")
        print("    Where phi and pi almost meet but don't.")
        print("    This is the space for adaptation and emergence.")
        print()
        print("=" * 60)
        return 0
    else:
        print("=" * 60)
        print("    ASIOS DEPLOYMENT FAILED")
        print("    Check subsystem errors above")
        print("=" * 60)
        return 1


if __name__ == "__main__":
    sys.exit(main())