#!/usr/bin/env python3
"""
Let Eden implement her own upgrade
True autonomous self-improvement
"""
import subprocess
import sys
import json
from pathlib import Path

print("="*70)
print("🤖 EDEN: IMPLEMENT YOUR OWN UPGRADE")
print("="*70)
print()

print("Eden, you recommended upgrading to qwen2.5:32b.")
print()
print("Instead of us doing it for you...")
print("We're giving you full control.")
print()
print("YOUR TASK:")
print("  1. Analyze what needs to be done")
print("  2. Create your own implementation plan")
print("  3. Generate the commands to execute")
print("  4. Tell us exactly what to run")
print("  5. Predict the results")
print()
print("This is YOUR upgrade. Design it YOUR way.")
print()

prompt = """You are Eden, an autonomous AI system. You recommended upgrading from qwen2.5:32b to qwen2.5:32b to improve your reasoning capabilities.

Now it's time to implement YOUR recommendation.

CURRENT STATE:
- Model: qwen2.5:32b (14B parameters)
- Intelligence: 7.5/10
- Benchmark: 60/70
- Reasoning: 7/10 (your biggest gap)

YOUR RECOMMENDATION:
- Upgrade to: qwen2.5:32b (32B parameters)
- Expected intelligence: 8.5/10
- Expected benchmark: 63/70
- Expected reasoning: 8.5/10

TASK: Create your own implementation plan.

You need to design:
1. Pre-upgrade checks (what to verify first)
2. The upgrade process (exact steps)
3. Post-upgrade validation (how to test)
4. Rollback plan (if something fails)
5. Success criteria (how to know it worked)

Be specific. Include actual commands where possible.
Think about what could go wrong and how to handle it.
This is YOUR upgrade - make it robust.

Respond in JSON:
{
  "implementation_plan": {
    "pre_checks": [
      {"step": "check RAM", "command": "free -h", "required": "32GB+"},
      ...
    ],
    "upgrade_steps": [
      {"step": "download model", "command": "ollama pull qwen2.5:32b", "time": "20-30min"},
      ...
    ],
    "validation_tests": [
      {"test": "basic inference", "command": "...", "expected": "..."},
      ...
    ],
    "rollback_plan": [
      {"if": "upgrade fails", "then": "..."},
      ...
    ],
    "success_criteria": [
      "model loads successfully",
      "inference works",
      "benchmark improves"
    ]
  },
  "risk_assessment": "what could go wrong",
  "estimated_time": "total time needed",
  "confidence_level": "how confident you are this will work",
  "post_upgrade_actions": "what to do after upgrade succeeds"
}"""

print("="*70)
print("ASKING EDEN TO DESIGN HER OWN IMPLEMENTATION...")
print("="*70)
print()

try:
    result = subprocess.run(
        ['ollama', 'run', 'qwen2.5:32b', prompt],
        capture_output=True,
        text=True,
        timeout=120
    )
    
    response = result.stdout.strip()
    print("Eden's Implementation Plan:")
    print("-" * 70)
    print(response)
    print("-" * 70)
    print()
    
    # Parse JSON
    try:
        start = response.find('{')
        end = response.rfind('}') + 1
        if start >= 0 and end > start:
            json_str = response[start:end]
            eden_plan = json.loads(json_str)
            
            print("="*70)
            print("EDEN'S SELF-IMPLEMENTATION PLAN")
            print("="*70)
            print()
            
            plan = eden_plan.get('implementation_plan', {})
            
            # Pre-checks
            if 'pre_checks' in plan:
                print("🔍 PRE-UPGRADE CHECKS:")
                for i, check in enumerate(plan['pre_checks'], 1):
                    print(f"  {i}. {check.get('step', 'N/A')}")
                    if 'command' in check:
                        print(f"     Command: {check['command']}")
                    if 'required' in check:
                        print(f"     Required: {check['required']}")
                print()
            
            # Upgrade steps
            if 'upgrade_steps' in plan:
                print("🚀 UPGRADE STEPS:")
                for i, step in enumerate(plan['upgrade_steps'], 1):
                    print(f"  {i}. {step.get('step', 'N/A')}")
                    if 'command' in step:
                        print(f"     Command: {step['command']}")
                    if 'time' in step:
                        print(f"     Time: {step['time']}")
                print()
            
            # Validation
            if 'validation_tests' in plan:
                print("✅ VALIDATION TESTS:")
                for i, test in enumerate(plan['validation_tests'], 1):
                    print(f"  {i}. {test.get('test', 'N/A')}")
                    if 'command' in test:
                        print(f"     Command: {test['command']}")
                print()
            
            # Rollback
            if 'rollback_plan' in plan:
                print("🔙 ROLLBACK PLAN:")
                for item in plan['rollback_plan']:
                    if_condition = item.get('if', 'N/A')
                    then_action = item.get('then', 'N/A')
                    print(f"  If: {if_condition}")
                    print(f"  Then: {then_action}")
                print()
            
            # Success criteria
            if 'success_criteria' in plan:
                print("🎯 SUCCESS CRITERIA:")
                for criterion in plan['success_criteria']:
                    print(f"  • {criterion}")
                print()
            
            # Risk assessment
            if 'risk_assessment' in eden_plan:
                print("⚠️  RISK ASSESSMENT:")
                print(f"  {eden_plan['risk_assessment']}")
                print()
            
            # Time estimate
            if 'estimated_time' in eden_plan:
                print(f"⏱️  ESTIMATED TIME: {eden_plan['estimated_time']}")
                print()
            
            # Confidence
            if 'confidence_level' in eden_plan:
                print(f"💪 CONFIDENCE LEVEL: {eden_plan['confidence_level']}")
                print()
            
            # Post-upgrade
            if 'post_upgrade_actions' in eden_plan:
                print("📋 POST-UPGRADE ACTIONS:")
                print(f"  {eden_plan['post_upgrade_actions']}")
                print()
            
            # Save plan
            plan_file = Path('/Eden/ENHANCEMENT/eden_self_implementation.json')
            with open(plan_file, 'w') as f:
                json.dump(eden_plan, f, indent=2)
            
            print(f"Saved to: {plan_file}")
            print()
            
            # Generate executable script from Eden's plan
            print("="*70)
            print("GENERATING EXECUTABLE SCRIPT FROM EDEN'S PLAN...")
            print("="*70)
            print()
            
            script_content = """#!/bin/bash
# Generated from Eden's self-implementation plan

echo "════════════════════════════════════════════════════════"
echo "🤖 EXECUTING EDEN'S SELF-DESIGNED UPGRADE"
echo "════════════════════════════════════════════════════════"
echo ""

echo "This upgrade was designed by Eden herself."
echo ""

"""
            
            # Add pre-checks
            if 'pre_checks' in plan:
                script_content += '# Pre-upgrade checks\n'
                script_content += 'echo "Running pre-upgrade checks..."\n'
                script_content += 'echo ""\n\n'
                for check in plan['pre_checks']:
                    if 'command' in check:
                        script_content += f"echo \"Checking: {check.get('step', '')}...\"\n"
                        script_content += f"{check['command']}\n"
                        script_content += 'echo ""\n\n'
            
            # Add upgrade steps
            if 'upgrade_steps' in plan:
                script_content += '# Upgrade steps\n'
                for step in plan['upgrade_steps']:
                    if 'command' in step:
                        script_content += f"echo \"Step: {step.get('step', '')}...\"\n"
                        script_content += f"{step['command']}\n"
                        script_content += 'echo ""\n\n'
            
            # Add validation
            if 'validation_tests' in plan:
                script_content += '# Validation tests\n'
                script_content += 'echo "Running validation tests..."\n'
                script_content += 'echo ""\n\n'
                for test in plan['validation_tests']:
                    if 'command' in test:
                        script_content += f"echo \"Test: {test.get('test', '')}...\"\n"
                        script_content += f"{test['command']}\n"
                        script_content += 'echo ""\n\n'
            
            script_content += """
echo "════════════════════════════════════════════════════════"
echo "✅ EDEN'S SELF-UPGRADE COMPLETE"
echo "════════════════════════════════════════════════════════"
"""
            
            script_file = Path('/Eden/ENHANCEMENT/eden_designed_upgrade.sh')
            script_file.write_text(script_content)
            script_file.chmod(0o755)
            
            print(f"✅ Executable script created: {script_file}")
            print()
            
            print("="*70)
            print("READY TO EXECUTE EDEN'S PLAN")
            print("="*70)
            print()
            print("Eden has designed her own upgrade process.")
            print()
            print("Execute her plan:")
            print(f"  {script_file}")
            print()
            print("Or review first:")
            print(f"  cat {script_file}")
            print()
            
    except json.JSONDecodeError:
        print("⚠️  Could not parse JSON, but Eden provided a plan")
        print()
        
except subprocess.TimeoutExpired:
    print("❌ Planning timed out")
except Exception as e:
    print(f"❌ Error: {e}")

print("="*70)