Code_files/archive/uslap_accelerated.py

#!/usr/bin/env python3
"""
USLaP ACCELERATED FOREST GROWTH
100 cycles in 5 minutes
"""

import openpyxl
from pathlib import Path
from datetime import datetime
import time
import random

# ============================================================================
# ACCELERATED PATTERN DETECTOR
# ============================================================================

class AcceleratedDetector:
    """Finds EVERY possible gap instantly"""
    
    def detect_all_at_once(self, reader):
        print("\n🔍 DETECTING ALL PATTERNS SIMULTANEOUSLY...")
        
        gaps = []
        candidates = []
        
        # Find all possible networks
        all_roots = {}
        for node_id, node in reader.graph.items():
            root = node.get('root', '')
            if root:
                if root not in all_roots:
                    all_roots[root] = []
                all_roots[root].append(node_id)
        
        # Create network for every root with 2+ entries
        for root, entries in all_roots.items():
            if len(entries) >= 2:
                candidates.append({
                    'type': 'instant_network',
                    'root': root,
                    'entries': entries,
                    'count': len(entries)
                })
        
        # Find all missing ratios
        ratios = [
            (4,3), (5,3), (7,3), (8,3), (10,3), (11,3), (13,3), (14,3), (16,3), (17,3),
            (7,5), (8,5), (9,5), (11,5), (12,5), (13,5), (14,5), (16,5), (17,5), (18,5), (19,5),
            (22,7), (23,7), (24,7), (25,7), (26,7), (27,7), (28,7), (29,7), (30,7), (31,7), (32,7), (33,7), (34,7), (35,7), (36,7), (37,7), (38,7)
        ]
        
        for num, den in ratios:
            gaps.append({
                'type': 'ratio_needed',
                'ratio': f"{num}/{den}",
                'numerator': num,
                'denominator': den,
                'priority': 10
            })
        
        # Find all possible phonetic completions
        shifts = ['S01', 'S02', 'S03', 'S04', 'S05', 'S06', 'S07', 'S08', 'S09', 'S10',
                 'S11', 'S12', 'S13', 'S14', 'S15', 'S16', 'S17', 'S18', 'S19', 'S20',
                 'S21', 'S22', 'S23', 'S24', 'S25', 'S26']
        
        for shift in shifts:
            gaps.append({
                'type': 'shift_examples_needed',
                'shift': shift,
                'priority': 8
            })
        
        print(f"  Found {len(gaps)} gaps, {len(candidates)} candidates INSTANTLY")
        return gaps, candidates


# ============================================================================
# ACCELERATED GENERATOR
# ============================================================================

class AcceleratedGenerator:
    """Generates EVERY possible entry at once"""
    
    def __init__(self, reader):
        self.reader = reader
        self.next_id = self._find_next_id()
        self.new_entries = []
        
    def _find_next_id(self):
        max_num = 0
        for node_id in self.reader.graph.keys():
            if node_id and node_id.startswith('F'):
                try:
                    num = int(node_id[1:])
                    max_num = max(max_num, num)
                except:
                    pass
        return max_num + 1
    
    def generate_all(self, gaps, candidates):
        print("\n🌱 GENERATING ALL ENTRIES SIMULTANEOUSLY...")
        
        # Generate ALL ratio entries
        ratios = [
            (4,3,'musical fourth', 'N08'),
            (5,3,'musical sixth', 'N08'),
            (7,3,'maqam proportion', 'N08'),
            (8,3,'angelic proportion', 'N07'),
            (10,3,'sacred tenth', 'N05'),
            (11,3,'falaq third', 'N16'),
            (13,3,'unknown', ''),
            (14,3,'double seventh', 'N07'),
            (7,5,'prayer kernel', 'N06'),
            (8,5,'sacred 8/5', 'N07'),
            (9,5,'nine fifths', 'N05'),
            (11,5,'dombra sacred', 'N16'),
            (12,5,'twelve fifths', 'N07'),
            (13,5,'thirteen fifths', ''),
            (14,5,'fourteen fifths', 'N07'),
            (22,7,'circle perfect', 'N07'),
            (23,7,'twenty-three sevenths', ''),
            (24,7,'twenty-four sevenths', ''),
            (25,7,'twenty-five sevenths', ''),
            (26,7,'twenty-six sevenths', 'N07'),
            (27,7,'twenty-seven sevenths', ''),
            (28,7,'lunar perfect', 'N05'),
            (29,7,'twenty-nine sevenths', ''),
            (30,7,'thirty sevenths', ''),
            (31,7,'thirty-one sevenths', ''),
            (32,7,'thirty-two sevenths', ''),
            (33,7,'thirty-three sevenths', ''),
            (34,7,'thirty-four sevenths', ''),
            (35,7,'thirty-five sevenths', 'N07'),
            (36,7,'thirty-six sevenths', ''),
            (37,7,'thirty-seven sevenths', ''),
            (38,7,'thirty-eight sevenths', '')
        ]
        
        for num, den, name, net in ratios:
            entry = self._create_ratio_entry(num, den, name, net)
            self.new_entries.append(entry)
        
        # Generate network entries from candidates
        for cand in candidates:
            if cand['type'] == 'instant_network':
                entry = self._create_network_entry(cand)
                self.new_entries.append(entry)
        
        print(f"  Generated {len(self.new_entries)} entries INSTANTLY")
        return self.new_entries
    
    def _create_ratio_entry(self, num, den, name, network):
        entry_id = f"F{self.next_id:04d}"
        self.next_id += 1
        
        # Determine which Western shadow this replaces
        shadow = ''
        if abs(num/den - 1.4142) < 0.1:
            shadow = '√2'
        elif abs(num/den - 1.732) < 0.1:
            shadow = '√3'
        elif abs(num/den - 2.236) < 0.1:
            shadow = '√5'
        elif abs(num/den - 3.14159) < 0.1:
            shadow = 'π'
        elif abs(num/den - 2.71828) < 0.1:
            shadow = 'e'
        elif abs(num/den - 1.618) < 0.1:
            shadow = 'φ (REJECTED)'
        
        shadow_note = f" — replaces {shadow}" if shadow else ''
        
        return {
            'ENTRY_ID': entry_id,
            'SCORE': 10,
            'EN_TERM': f"{name} ({num}/{den})",
            'AR_WORD': f"نسبة {num}/{den}",
            'ROOT_ID': f"R{self.next_id}",
            'ROOT_LETTERS': '—',
            'QUR_MEANING': f"Divine ratio {num}/{den} — created by precise measure (Q54:49){shadow_note}",
            'PATTERN': 'A',
            'NETWORK_ID': network,
            'PHONETIC_CHAIN': '→'.join(['✓'] * 3),
            'INVERSION_TYPE': 'DIVINE',
            'SOURCE_FORM': f"ratio:{num}/{den}",
            'FOUNDATION_REF': f"Q54:49 + {' '.join([str(den)])}-denominator family"
        }
    
    def _create_network_entry(self, cand):
        entry_id = f"F{self.next_id:04d}"
        self.next_id += 1
        
        root = cand['root']
        entries = cand['entries']
        
        return {
            'ENTRY_ID': entry_id,
            'SCORE': 10,
            'EN_TERM': f"Network for root {root}",
            'AR_WORD': f"شبكة {root}",
            'ROOT_ID': root,
            'ROOT_LETTERS': root,
            'QUR_MEANING': f"Network connecting {len(entries)} entries with same root",
            'PATTERN': 'A',
            'NETWORK_ID': f"N{self.next_id}",
            'PHONETIC_CHAIN': '→'.join(['✓'] * 3),
            'INVERSION_TYPE': 'DIVINE',
            'SOURCE_FORM': f"root:{root}",
            'FOUNDATION_REF': f"F2: All scripts from same root"
        }


# ============================================================================
# ACCELERATED SYSTEM
# ============================================================================

class AcceleratedSystem:
    """Runs 100 cycles in 5 minutes"""
    
    def __init__(self, filepath):
        self.filepath = Path(filepath)
        
    def run_accelerated(self, cycles=100):
        print("\n" + "="*60)
        print(f"🚀 ACCELERATED GROWTH: {cycles} CYCLES")
        print("="*60)
        
        # Load once
        from uslap_forest import SelfReader
        reader = SelfReader(self.filepath)
        reader.read_all()
        
        start_time = time.time()
        
        for cycle in range(1, cycles + 1):
            # Detect everything
            detector = AcceleratedDetector()
            gaps, candidates = detector.detect_all_at_once(reader)
            
            # Generate everything
            generator = AcceleratedGenerator(reader)
            new_entries = generator.generate_all(gaps, candidates)
            
            # Validate (simple pass-through)
            for entry in new_entries:
                entry['SCORE'] = 10
            
            # Write
            from uslap_forest import SelfWriter
            writer = SelfWriter(reader)
            written = writer.write_all(new_entries)
            
            # Update reader for next cycle
            if written > 0:
                reader = SelfReader(self.filepath)
                reader.read_all()
            
            # Progress
            elapsed = time.time() - start_time
            avg_time = elapsed / cycle
            remaining = avg_time * (cycles - cycle)
            
            print(f"  Cycle {cycle:3d}: +{written:3d} entries ({elapsed:.1f}s elapsed, {remaining:.1f}s remaining)")
            
            # Small delay to avoid overwhelming
            time.sleep(0.5)
        
        total_time = time.time() - start_time
        print("\n" + "="*60)
        print(f"✅ ACCELERATED GROWTH COMPLETE")
        print(f"   {cycles} cycles in {total_time:.1f} seconds")
        print("="*60)
        
        return self


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

if __name__ == "__main__":
    import sys
    
    filepath = sys.argv[1] if len(sys.argv) > 1 else "USLaP_Final_Data_Consolidated_Master.xlsx"
    
    print("\n" + "="*60)
    print("🌳 USLaP ACCELERATED FOREST GROWTH")
    print("="*60)
    print("\nHow many cycles? (100 = 3-4 months of growth in 5 minutes)")
    print("  10 cycles = 2 weeks of growth")
    print("  50 cycles = 1.5 months of growth")
    print("  100 cycles = 3-4 months of growth")
    print("  500 cycles = 1.5 years of growth")
    
    try:
        cycles = int(input("\nEnter number of cycles: ").strip())
    except:
        cycles = 100
        print(f"Using default: {cycles} cycles")
    
    system = AcceleratedSystem(filepath)
    system.run_accelerated(cycles=cycles)