aitbc/cli/commands/hermes.py

"""hermes integration commands for AITBC CLI"""

import click
import httpx
import json
import time
import os
import datetime
import subprocess
from typing import Optional, Dict, Any, List
from utils import output, error, success, warning


@click.group()
def hermes():
    """hermes integration with edge computing deployment"""
    pass


@click.group()
def deploy():
    """Agent deployment operations"""
    pass


hermes.add_command(deploy)


@deploy.command()
@click.argument("agent_id")
@click.option("--region", required=True, help="Deployment region")
@click.option("--instances", default=1, help="Number of instances to deploy")
@click.option("--instance-type", default="standard", help="Instance type")
@click.option("--edge-locations", help="Comma-separated edge locations")
@click.option("--auto-scale", is_flag=True, help="Enable auto-scaling")
@click.pass_context
def deploy_agent(ctx, agent_id: str, region: str, instances: int, instance_type: str, 
                edge_locations: Optional[str], auto_scale: bool):
    """Deploy agent to hermes network"""
    config = ctx.obj['config']
    
    deployment_data = {
        "agent_id": agent_id,
        "region": region,
        "instances": instances,
        "instance_type": instance_type,
        "auto_scale": auto_scale
    }
    
    if edge_locations:
        deployment_data["edge_locations"] = [loc.strip() for loc in edge_locations.split(',')]
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/deploy",
                headers={"X-Api-Key": config.api_key or ""},
                json=deployment_data
            )
            
            if response.status_code == 202:
                deployment = response.json()
                success(f"Agent deployment started: {deployment['id']}")
                output(deployment, ctx.obj['output_format'])
            else:
                error(f"Failed to start deployment: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@click.argument("deployment_id")
@click.option("--instances", required=True, type=int, help="New number of instances")
@click.option("--auto-scale", is_flag=True, help="Enable auto-scaling")
@click.option("--min-instances", default=1, help="Minimum instances for auto-scaling")
@click.option("--max-instances", default=10, help="Maximum instances for auto-scaling")
@click.pass_context
def scale(ctx, deployment_id: str, instances: int, auto_scale: bool, min_instances: int, max_instances: int):
    """Scale agent deployment"""
    config = ctx.obj['config']
    
    scale_data = {
        "instances": instances,
        "auto_scale": auto_scale,
        "min_instances": min_instances,
        "max_instances": max_instances
    }
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/deployments/{deployment_id}/scale",
                headers={"X-Api-Key": config.api_key or ""},
                json=scale_data
            )
            
            if response.status_code == 200:
                result = response.json()
                success(f"Deployment scaled successfully")
                output(result, ctx.obj['output_format'])
            else:
                error(f"Failed to scale deployment: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@deploy.command()
@click.argument("deployment_id")
@click.option("--objective", default="cost", 
              type=click.Choice(["cost", "performance", "latency", "efficiency"]),
              help="Optimization objective")
@click.pass_context
def optimize(ctx, deployment_id: str, objective: str):
    """Optimize agent deployment"""
    config = ctx.obj['config']
    
    optimization_data = {"objective": objective}
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/deployments/{deployment_id}/optimize",
                headers={"X-Api-Key": config.api_key or ""},
                json=optimization_data
            )
            
            if response.status_code == 200:
                result = response.json()
                success(f"Deployment optimization completed")
                output(result, ctx.obj['output_format'])
            else:
                error(f"Failed to optimize deployment: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@click.group()
def monitor():
    """hermes monitoring operations"""
    pass


hermes.add_command(monitor)


@monitor.command()
@click.argument("deployment_id")
@click.option("--metrics", default="latency,cost", help="Comma-separated metrics to monitor")
@click.option("--real-time", is_flag=True, help="Show real-time metrics")
@click.option("--interval", default=10, help="Update interval for real-time monitoring")
@click.pass_context
def monitor_metrics(ctx, deployment_id: str, metrics: str, real_time: bool, interval: int):
    """Monitor hermes agent performance"""
    config = ctx.obj['config']
    
    params = {"metrics": [m.strip() for m in metrics.split(',')]}
    
    def get_metrics():
        try:
            with httpx.Client() as client:
                response = client.get(
                    f"{config.coordinator_url}/hermes/deployments/{deployment_id}/metrics",
                    headers={"X-Api-Key": config.api_key or ""},
                    params=params
                )
                
                if response.status_code == 200:
                    return response.json()
                else:
                    error(f"Failed to get metrics: {response.status_code}")
                    return None
        except Exception as e:
            error(f"Network error: {e}")
            return None
    
    if real_time:
        click.echo(f"Monitoring deployment {deployment_id} (Ctrl+C to stop)...")
        while True:
            metrics_data = get_metrics()
            if metrics_data:
                click.clear()
                click.echo(f"Deployment ID: {deployment_id}")
                click.echo(f"Status: {metrics_data.get('status', 'Unknown')}")
                click.echo(f"Instances: {metrics_data.get('instances', 'N/A')}")
                
                metrics_list = metrics_data.get('metrics', {})
                for metric in [m.strip() for m in metrics.split(',')]:
                    if metric in metrics_list:
                        value = metrics_list[metric]
                        click.echo(f"{metric.title()}: {value}")
                
                if metrics_data.get('status') in ['terminated', 'failed']:
                    break
            
            time.sleep(interval)
    else:
        metrics_data = get_metrics()
        if metrics_data:
            output(metrics_data, ctx.obj['output_format'])


@monitor.command()
@click.argument("deployment_id")
@click.pass_context
def status(ctx, deployment_id: str):
    """Get deployment status"""
    config = ctx.obj['config']
    
    try:
        with httpx.Client() as client:
            response = client.get(
                f"{config.coordinator_url}/hermes/deployments/{deployment_id}/status",
                headers={"X-Api-Key": config.api_key or ""}
            )
            
            if response.status_code == 200:
                status_data = response.json()
                output(status_data, ctx.obj['output_format'])
            else:
                error(f"Failed to get deployment status: {response.status_code}")
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@click.group()
def edge():
    """Edge computing operations"""
    pass


hermes.add_command(edge)


@edge.command()
@click.argument("agent_id")
@click.option("--locations", required=True, help="Comma-separated edge locations")
@click.option("--strategy", default="latency", 
              type=click.Choice(["latency", "cost", "availability", "hybrid"]),
              help="Edge deployment strategy")
@click.option("--replicas", default=1, help="Number of replicas per location")
@click.pass_context
def deploy(ctx, agent_id: str, locations: str, strategy: str, replicas: int):
    """Deploy agent to edge locations"""
    config = ctx.obj['config']
    
    edge_data = {
        "agent_id": agent_id,
        "locations": [loc.strip() for loc in locations.split(',')],
        "strategy": strategy,
        "replicas": replicas
    }
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/edge/deploy",
                headers={"X-Api-Key": config.api_key or ""},
                json=edge_data
            )
            
            if response.status_code == 202:
                deployment = response.json()
                success(f"Edge deployment started: {deployment['id']}")
                output(deployment, ctx.obj['output_format'])
            else:
                error(f"Failed to start edge deployment: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@edge.command()
@click.option("--location", help="Filter by location")
@click.pass_context
def resources(ctx, location: Optional[str]):
    """Manage edge resources"""
    config = ctx.obj['config']
    
    params = {}
    if location:
        params["location"] = location
    
    try:
        with httpx.Client() as client:
            response = client.get(
                f"{config.coordinator_url}/hermes/edge/resources",
                headers={"X-Api-Key": config.api_key or ""},
                params=params
            )
            
            if response.status_code == 200:
                resources = response.json()
                output(resources, ctx.obj['output_format'])
            else:
                error(f"Failed to get edge resources: {response.status_code}")
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@edge.command()
@click.argument("deployment_id")
@click.option("--latency-target", type=int, help="Target latency in milliseconds")
@click.option("--cost-budget", type=float, help="Cost budget")
@click.option("--availability", type=float, help="Target availability (0.0-1.0)")
@click.pass_context
def optimize(ctx, deployment_id: str, latency_target: Optional[int], 
           cost_budget: Optional[float], availability: Optional[float]):
    """Optimize edge deployment performance"""
    config = ctx.obj['config']
    
    optimization_data = {}
    if latency_target:
        optimization_data["latency_target_ms"] = latency_target
    if cost_budget:
        optimization_data["cost_budget"] = cost_budget
    if availability:
        optimization_data["availability_target"] = availability
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/edge/deployments/{deployment_id}/optimize",
                headers={"X-Api-Key": config.api_key or ""},
                json=optimization_data
            )
            
            if response.status_code == 200:
                result = response.json()
                success(f"Edge optimization completed")
                output(result, ctx.obj['output_format'])
            else:
                error(f"Failed to optimize edge deployment: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@edge.command()
@click.argument("deployment_id")
@click.option("--standards", help="Comma-separated compliance standards")
@click.pass_context
def compliance(ctx, deployment_id: str, standards: Optional[str]):
    """Check edge security compliance"""
    config = ctx.obj['config']
    
    params = {}
    if standards:
        params["standards"] = [s.strip() for s in standards.split(',')]
    
    try:
        with httpx.Client() as client:
            response = client.get(
                f"{config.coordinator_url}/hermes/edge/deployments/{deployment_id}/compliance",
                headers={"X-Api-Key": config.api_key or ""},
                params=params
            )
            
            if response.status_code == 200:
                compliance_data = response.json()
                output(compliance_data, ctx.obj['output_format'])
            else:
                error(f"Failed to check compliance: {response.status_code}")
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@click.group()
def routing():
    """Agent skill routing and job offloading"""
    pass


hermes.add_command(routing)


@routing.command()
@click.argument("deployment_id")
@click.option("--algorithm", default="load-balanced", 
              type=click.Choice(["load-balanced", "skill-based", "cost-based", "latency-based"]),
              help="Routing algorithm")
@click.option("--weights", help="Comma-separated weights for routing factors")
@click.pass_context
def optimize(ctx, deployment_id: str, algorithm: str, weights: Optional[str]):
    """Optimize agent skill routing"""
    config = ctx.obj['config']
    
    routing_data = {"algorithm": algorithm}
    if weights:
        routing_data["weights"] = [w.strip() for w in weights.split(',')]
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/routing/deployments/{deployment_id}/optimize",
                headers={"X-Api-Key": config.api_key or ""},
                json=routing_data
            )
            
            if response.status_code == 200:
                result = response.json()
                success(f"Routing optimization completed")
                output(result, ctx.obj['output_format'])
            else:
                error(f"Failed to optimize routing: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@routing.command()
@click.argument("deployment_id")
@click.pass_context
def status(ctx, deployment_id: str):
    """Get routing status and statistics"""
    config = ctx.obj['config']
    
    try:
        with httpx.Client() as client:
            response = client.get(
                f"{config.coordinator_url}/hermes/routing/deployments/{deployment_id}/status",
                headers={"X-Api-Key": config.api_key or ""}
            )
            
            if response.status_code == 200:
                status_data = response.json()
                output(status_data, ctx.obj['output_format'])
            else:
                error(f"Failed to get routing status: {response.status_code}")
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@click.group()
def ecosystem():
    """hermes ecosystem development"""
    pass


hermes.add_command(ecosystem)


@click.group()
def train():
    """Agent training operations"""
    pass


hermes.add_command(train)


@ecosystem.command()
@click.option("--name", required=True, help="Solution name")
@click.option("--type", required=True, 
              type=click.Choice(["agent", "workflow", "integration", "tool"]),
              help="Solution type")
@click.option("--description", default="", help="Solution description")
@click.option("--package", type=click.File('rb'), help="Solution package file")
@click.pass_context
def create(ctx, name: str, type: str, description: str, package):
    """Create hermes ecosystem solution"""
    config = ctx.obj['config']
    
    solution_data = {
        "name": name,
        "type": type,
        "description": description
    }
    
    files = {}
    if package:
        files["package"] = package.read()
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/ecosystem/solutions",
                headers={"X-Api-Key": config.api_key or ""},
                data=solution_data,
                files=files
            )
            
            if response.status_code == 201:
                solution = response.json()
                success(f"hermes solution created: {solution['id']}")
                output(solution, ctx.obj['output_format'])
            else:
                error(f"Failed to create solution: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@ecosystem.command()
@click.option("--type", help="Filter by solution type")
@click.option("--category", help="Filter by category")
@click.option("--limit", default=20, help="Number of solutions to list")
@click.pass_context
def list(ctx, type: Optional[str], category: Optional[str], limit: int):
    """List hermes ecosystem solutions"""
    config = ctx.obj['config']
    
    params = {"limit": limit}
    if type:
        params["type"] = type
    if category:
        params["category"] = category
    
    try:
        with httpx.Client() as client:
            response = client.get(
                f"{config.coordinator_url}/hermes/ecosystem/solutions",
                headers={"X-Api-Key": config.api_key or ""},
                params=params
            )
            
            if response.status_code == 200:
                solutions = response.json()
                output(solutions, ctx.obj['output_format'])
            else:
                error(f"Failed to list solutions: {response.status_code}")
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@ecosystem.command()
@click.argument("solution_id")
@click.pass_context
def install(ctx, solution_id: str):
    """Install hermes ecosystem solution"""
    config = ctx.obj['config']
    
    try:
        with httpx.Client() as client:
            response = client.post(
                f"{config.coordinator_url}/hermes/ecosystem/solutions/{solution_id}/install",
                headers={"X-Api-Key": config.api_key or ""}
            )
            
            if response.status_code == 200:
                result = response.json()
                success(f"Solution installed successfully")
                output(result, ctx.obj['output_format'])
            else:
                error(f"Failed to install solution: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)


@train.command()
@click.option("--agent-id", required=True, help="Agent ID to train")
@click.option("--stage", required=True, help="Training stage (stage1_foundation, stage2_operations_mastery, etc.)")
@click.option("--training-data", required=True, type=click.Path(exists=True), help="Path to training data JSON file")
@click.option("--log-level", default="INFO", type=click.Choice(["DEBUG", "INFO", "SUCCESS", "WARNING", "ERROR"]), help="Logging level")
@click.pass_context
def agent(ctx, agent_id: str, stage: str, training_data: str, log_level: str):
    """Train hermes agent on AITBC operations"""
    config = ctx.obj['config']
    
    # Load training data
    try:
        with open(training_data, 'r') as f:
            training_config = json.load(f)
    except Exception as e:
        error(f"Failed to load training data: {e}")
        ctx.exit(1)
    
    # Validate training data matches stage
    if training_config.get('stage') != stage:
        error(f"Training data stage mismatch: expected {stage}, got {training_config.get('stage')}")
        ctx.exit(1)
    
    # Initialize logging
    log_dir = "/var/log/aitbc/agent-training"
    os.makedirs(log_dir, exist_ok=True)
    log_file = f"{log_dir}/agent_{agent_id}_{stage}_{int(time.time())}.log"
    
    def log_entry(level: str, message: str, **kwargs):
        timestamp = datetime.datetime.now().isoformat()
        log_entry_data = {
            "timestamp": timestamp,
            "agent_id": agent_id,
            "stage": stage,
            "level": level,
            "message": message,
            **kwargs
        }
        with open(log_file, 'a') as f:
            f.write(json.dumps(log_entry_data) + '\n')
        if log_level == "DEBUG" or (log_level == "INFO" and level in ["INFO", "SUCCESS", "WARNING", "ERROR"]) or (log_level == "SUCCESS" and level in ["SUCCESS", "ERROR"]) or (log_level == "WARNING" and level in ["WARNING", "ERROR"]) or (log_level == "ERROR" and level == "ERROR"):
            click.echo(f"[{timestamp}] [{level}] {message}")
    
    log_entry("INFO", f"Starting agent training for {agent_id} on stage {stage}")
    log_entry("INFO", f"Training data loaded from {training_data}")
    
    # Execute training operations
    operations = training_config.get('training_data', {}).get('operations', [])
    completed_ops = 0
    failed_ops = 0
    
    for i, op in enumerate(operations, 1):
        op_name = op.get('operation')
        parameters = op.get('parameters', {})
        expected_result = op.get('expected_result', {})
        success_criteria = op.get('success_criteria', {})
        
        log_entry("INFO", f"Executing operation {i}/{len(operations)}: {op_name}", operation=op_name, parameters=parameters)
        
        start_time = time.time()
        try:
            # Simulate operation execution (replace with actual CLI calls)
            # This would call the actual AITBC CLI commands
            result = {
                "status": "success",
                "operation": op_name,
                "timestamp": datetime.datetime.now().isoformat()
            }
            
            duration_ms = int((time.time() - start_time) * 1000)
            
            # Check success criteria
            success = True
            if success_criteria.get('status') and result.get('status') != success_criteria['status']:
                success = False
            if success_criteria.get('performance', {}).get('max_duration_ms') and duration_ms > success_criteria['performance']['max_duration_ms']:
                success = False
            
            if success:
                completed_ops += 1
                log_entry("SUCCESS", f"Operation {op_name} completed", operation=op_name, duration_ms=duration_ms, result=result)
            else:
                failed_ops += 1
                log_entry("WARNING", f"Operation {op_name} completed but did not meet success criteria", operation=op_name, duration_ms=duration_ms, result=result, success_criteria=success_criteria)
                
        except Exception as e:
            duration_ms = int((time.time() - start_time) * 1000)
            failed_ops += 1
            log_entry("ERROR", f"Operation {op_name} failed: {e}", operation=op_name, duration_ms=duration_ms, error=str(e))
    
    # Summary
    total_ops = len(operations)
    success_rate = (completed_ops / total_ops * 100) if total_ops > 0 else 0
    
    log_entry("INFO", f"Training completed: {completed_ops}/{total_ops} operations successful ({success_rate:.1f}%)", 
              total_operations=total_ops, completed=completed_ops, failed=failed_ops, success_rate=success_rate)
    
    success(f"Agent training completed: {completed_ops}/{total_ops} operations successful")
    output({
        "agent_id": agent_id,
        "stage": stage,
        "total_operations": total_ops,
        "completed": completed_ops,
        "failed": failed_ops,
        "success_rate": f"{success_rate:.1f}%",
        "log_file": log_file
    }, ctx.obj['output_format'])


@train.command()
@click.option("--agent-id", required=True, help="Agent ID to validate")
@click.option("--stage", required=True, help="Training stage to validate")
@click.pass_context
def validate(ctx, agent_id: str, stage: str):
    """Validate agent training progress"""
    config = ctx.obj['config']
    
    # Load training data for validation
    training_data_path = f"/opt/aitbc/docs/agent-training/{stage}.json"
    try:
        with open(training_data_path, 'r') as f:
            training_config = json.load(f)
    except Exception as e:
        error(f"Failed to load training data: {e}")
        ctx.exit(1)
    
    # Run exam tests
    exam_tests = training_config.get('validation', {}).get('exam_tests', [])
    passing_score = training_config.get('validation', {}).get('passing_score', 80)
    
    click.echo(f"Running {len(exam_tests)} exam tests for agent {agent_id} on stage {stage}...")
    
    passed_tests = 0
    total_weight = sum(test.get('weight', 1) for test in exam_tests)
    earned_weight = 0
    test_results = []
    
    for i, test in enumerate(exam_tests, 1):
        test_name = test.get('test_name')
        operation = test.get('operation')
        test_case = test.get('test_case', {})
        expected_output = test.get('expected_output', {})
        weight = test.get('weight', 1)
        
        click.echo(f"Test {i}/{len(exam_tests)}: {test_name} (weight: {weight})")
        
        # Execute actual operation and validate against expected output
        try:
            # Map operation names to CLI commands
            operation_mapping = {
                "wallet_create": "wallet create",
                "wallet_balance": "wallet balance",
                "blockchain_status": "blockchain status",
                "service_status": "system status"
            }
            
            cli_command = operation_mapping.get(operation, operation)
            if not cli_command:
                warning(f"Operation {operation} not mapped to CLI command")
                test_passed = False
            else:
                # Build CLI command arguments
                cmd_args = []
                for key, value in test_case.items():
                    if key == "wallet":
                        cmd_args.append(value)
                    elif key == "password":
                        cmd_args.append(value)
                    elif key == "name":
                        cmd_args.extend(["--name", value])
                    elif key == "service":
                        cmd_args.extend(["--service", value])
                
                # Execute CLI command
                try:
                    result = subprocess.run(
                        ["python", "/opt/aitbc/cli/unified_cli.py", cli_command] + cmd_args,
                        capture_output=True,
                        text=True,
                        timeout=30
                    )
                    
                    if result.returncode == 0:
                        # Parse output and validate against expected output
                        # For now, consider it passed if command executed successfully
                        test_passed = True
                        success(f"Test passed: {test_name}")
                    else:
                        test_passed = False
                        error(f"Test failed: {test_name} - CLI command failed")
                except subprocess.TimeoutExpired:
                    test_passed = False
                    error(f"Test failed: {test_name} - Command timeout")
                except Exception as e:
                    test_passed = False
                    error(f"Test failed: {test_name} - {e}")
                    
        except Exception as e:
            test_passed = False
            error(f"Test failed: {test_name} - {e}")
        
        if test_passed:
            passed_tests += 1
            earned_weight += weight
        
        test_results.append({
            "test_name": test_name,
            "operation": operation,
            "passed": test_passed,
            "weight": weight
        })
    
    score = (earned_weight / total_weight * 100) if total_weight > 0 else 0
    
    if score >= passing_score:
        success(f"Validation passed: {score:.1f}% (required: {passing_score}%)")
    else:
        error(f"Validation failed: {score:.1f}% (required: {passing_score}%)")
        ctx.exit(1)
    
    output({
        "agent_id": agent_id,
        "stage": stage,
        "total_tests": len(exam_tests),
        "passed_tests": passed_tests,
        "score": f"{score:.1f}%",
        "passing_score": f"{passing_score}%",
        "validation": "passed" if score >= passing_score else "failed",
        "test_results": test_results
    }, ctx.obj['output_format'])


@train.command()
@click.option("--agent-id", required=True, help="Agent ID to certify")
@click.pass_context
def certify(ctx, agent_id: str):
    """Certify agent mastery"""
    config = ctx.obj['config']
    
    click.echo(f"Certifying agent {agent_id}...")
    
    # Check all stages
    stages = [
        "stage1_foundation",
        "stage2_operations_mastery",
        "stage3_ai_operations",
        "stage4_marketplace_economics",
        "stage5_expert_operations",
        "stage6_agent_identity_sdk",
        "stage7_cross_node_training"
    ]
    
    certified_stages = []
    failed_stages = []
    
    for stage in stages:
        click.echo(f"Checking {stage}...")
        # Simulate stage validation (replace with actual validation)
        stage_passed = True  # Placeholder
        if stage_passed:
            certified_stages.append(stage)
            success(f"Stage certified: {stage}")
        else:
            failed_stages.append(stage)
            warning(f"Stage not certified: {stage}")
    
    if len(failed_stages) == 0:
        success(f"Agent {agent_id} fully certified!")
        certification_status = "fully_certified"
    elif len(certified_stages) > 0:
        warning(f"Agent {agent_id} partially certified ({len(certified_stages)}/{len(stages)} stages)")
        certification_status = "partially_certified"
    else:
        error(f"Agent {agent_id} not certified")
        ctx.exit(1)
    
    output({
        "agent_id": agent_id,
        "certification_status": certification_status,
        "certified_stages": certified_stages,
        "failed_stages": failed_stages,
        "total_stages": len(stages),
        "certified_count": len(certified_stages)
    }, ctx.obj['output_format'])


@hermes.command()
@click.argument("deployment_id")
@click.pass_context
def terminate(ctx, deployment_id: str):
    """Terminate hermes deployment"""
    config = ctx.obj['config']
    
    if not click.confirm(f"Terminate deployment {deployment_id}? This action cannot be undone."):
        click.echo("Operation cancelled")
        return
    
    try:
        with httpx.Client() as client:
            response = client.delete(
                f"{config.coordinator_url}/hermes/deployments/{deployment_id}",
                headers={"X-Api-Key": config.api_key or ""}
            )
            
            if response.status_code == 200:
                result = response.json()
                success(f"Deployment {deployment_id} terminated")
                output(result, ctx.obj['output_format'])
            else:
                error(f"Failed to terminate deployment: {response.status_code}")
                if response.text:
                    error(response.text)
                ctx.exit(1)
    except Exception as e:
        error(f"Network error: {e}")
        ctx.exit(1)