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import json
import time
import uuid
from typing import Dict, List, Any, Optional, Callable, Union
from datetime import datetime, timedelta
import threading
import schedule

from utils.logging import setup_logger
from utils.error_handling import handle_exceptions, AutomationError
from utils.storage import load_data, save_data

# Initialize logger
logger = setup_logger(__name__)

class Workflow:
    """Smart Workflow for IF-THEN automation"""
    
    def __init__(self, name: str, description: Optional[str] = None):
        """Initialize a workflow
        
        Args:
            name: Workflow name
            description: Workflow description (optional)
        """
        self.id = str(uuid.uuid4())
        self.name = name
        self.description = description or ""
        self.triggers = []
        self.actions = []
        self.conditions = []
        self.enabled = True
        self.created_at = datetime.now().isoformat()
        self.updated_at = self.created_at
        self.last_run = None
        self.run_count = 0
    
    @handle_exceptions
    def add_trigger(self, trigger_type: str, trigger_config: Dict[str, Any]) -> None:
        """Add a trigger to the workflow
        
        Args:
            trigger_type: Type of trigger (e.g., 'time', 'event', 'data_change')
            trigger_config: Trigger configuration
        """
        self.triggers.append({
            "id": str(uuid.uuid4()),
            "type": trigger_type,
            "config": trigger_config
        })
        self.updated_at = datetime.now().isoformat()
    
    @handle_exceptions
    def add_condition(self, condition_type: str, condition_config: Dict[str, Any]) -> None:
        """Add a condition to the workflow
        
        Args:
            condition_type: Type of condition (e.g., 'compare', 'exists', 'contains')
            condition_config: Condition configuration
        """
        self.conditions.append({
            "id": str(uuid.uuid4()),
            "type": condition_type,
            "config": condition_config
        })
        self.updated_at = datetime.now().isoformat()
    
    @handle_exceptions
    def add_action(self, action_type: str, action_config: Dict[str, Any]) -> None:
        """Add an action to the workflow
        
        Args:
            action_type: Type of action (e.g., 'notification', 'data_update', 'api_call')
            action_config: Action configuration
        """
        self.actions.append({
            "id": str(uuid.uuid4()),
            "type": action_type,
            "config": action_config
        })
        self.updated_at = datetime.now().isoformat()
    
    @handle_exceptions
    def enable(self) -> None:
        """Enable the workflow"""
        self.enabled = True
        self.updated_at = datetime.now().isoformat()
    
    @handle_exceptions
    def disable(self) -> None:
        """Disable the workflow"""
        self.enabled = False
        self.updated_at = datetime.now().isoformat()
    
    @handle_exceptions
    def to_dict(self) -> Dict[str, Any]:
        """Convert workflow to dictionary
        
        Returns:
            Workflow as dictionary
        """
        return {
            "id": self.id,
            "name": self.name,
            "description": self.description,
            "triggers": self.triggers,
            "conditions": self.conditions,
            "actions": self.actions,
            "enabled": self.enabled,
            "created_at": self.created_at,
            "updated_at": self.updated_at,
            "last_run": self.last_run,
            "run_count": self.run_count
        }
    
    @classmethod
    def from_dict(cls, data: Dict[str, Any]) -> 'Workflow':
        """Create workflow from dictionary
        
        Args:
            data: Workflow data
            
        Returns:
            Workflow instance
        """
        workflow = cls(data["name"], data.get("description", ""))
        workflow.id = data["id"]
        workflow.triggers = data["triggers"]
        workflow.conditions = data["conditions"]
        workflow.actions = data["actions"]
        workflow.enabled = data["enabled"]
        workflow.created_at = data["created_at"]
        workflow.updated_at = data["updated_at"]
        workflow.last_run = data.get("last_run")
        workflow.run_count = data.get("run_count", 0)
        return workflow


class WorkflowManager:
    """Manager for smart workflows"""
    
    def __init__(self):
        """Initialize workflow manager"""
        self.workflows = {}
        self.event_handlers = {}
        self.data_change_handlers = {}
        self.scheduler = schedule.Scheduler()
        self.scheduler_thread = None
        self.running = False
        self.load_workflows()
    
    @handle_exceptions
    def load_workflows(self) -> None:
        """Load workflows from storage"""
        try:
            workflows_data = load_data("workflows", default=[])
            for workflow_data in workflows_data:
                workflow = Workflow.from_dict(workflow_data)
                self.workflows[workflow.id] = workflow
            logger.info(f"Loaded {len(self.workflows)} workflows")
        except Exception as e:
            logger.error(f"Failed to load workflows: {str(e)}")
    
    @handle_exceptions
    def save_workflows(self) -> None:
        """Save workflows to storage"""
        try:
            workflows_data = [workflow.to_dict() for workflow in self.workflows.values()]
            save_data("workflows", workflows_data)
            logger.info(f"Saved {len(self.workflows)} workflows")
        except Exception as e:
            logger.error(f"Failed to save workflows: {str(e)}")
    
    @handle_exceptions
    def create_workflow(self, name: str, description: Optional[str] = None) -> Workflow:
        """Create a new workflow
        
        Args:
            name: Workflow name
            description: Workflow description (optional)
            
        Returns:
            Created workflow
        """
        workflow = Workflow(name, description)
        self.workflows[workflow.id] = workflow
        self.save_workflows()
        return workflow
    
    @handle_exceptions
    def get_workflow(self, workflow_id: str) -> Optional[Workflow]:
        """Get workflow by ID
        
        Args:
            workflow_id: Workflow ID
            
        Returns:
            Workflow if found, None otherwise
        """
        return self.workflows.get(workflow_id)
    
    @handle_exceptions
    def update_workflow(self, workflow: Workflow) -> None:
        """Update workflow
        
        Args:
            workflow: Workflow to update
        """
        if workflow.id in self.workflows:
            workflow.updated_at = datetime.now().isoformat()
            self.workflows[workflow.id] = workflow
            self.save_workflows()
        else:
            raise AutomationError(f"Workflow not found: {workflow.id}")
    
    @handle_exceptions
    def delete_workflow(self, workflow_id: str) -> None:
        """Delete workflow
        
        Args:
            workflow_id: Workflow ID
        """
        if workflow_id in self.workflows:
            del self.workflows[workflow_id]
            self.save_workflows()
        else:
            raise AutomationError(f"Workflow not found: {workflow_id}")
    
    @handle_exceptions
    def get_all_workflows(self) -> List[Workflow]:
        """Get all workflows
        
        Returns:
            List of all workflows
        """
        return list(self.workflows.values())
    
    @handle_exceptions
    def register_event_handler(self, event_type: str, handler: Callable) -> None:
        """Register event handler
        
        Args:
            event_type: Type of event
            handler: Event handler function
        """
        if event_type not in self.event_handlers:
            self.event_handlers[event_type] = []
        self.event_handlers[event_type].append(handler)
    
    @handle_exceptions
    def register_data_change_handler(self, data_type: str, handler: Callable) -> None:
        """Register data change handler
        
        Args:
            data_type: Type of data
            handler: Data change handler function
        """
        if data_type not in self.data_change_handlers:
            self.data_change_handlers[data_type] = []
        self.data_change_handlers[data_type].append(handler)
    
    @handle_exceptions
    def trigger_event(self, event_type: str, event_data: Dict[str, Any]) -> None:
        """Trigger an event
        
        Args:
            event_type: Type of event
            event_data: Event data
        """
        # Call event handlers
        if event_type in self.event_handlers:
            for handler in self.event_handlers[event_type]:
                try:
                    handler(event_data)
                except Exception as e:
                    logger.error(f"Event handler error: {str(e)}")
        
        # Process workflows with event triggers
        for workflow in self.workflows.values():
            if not workflow.enabled:
                continue
            
            for trigger in workflow.triggers:
                if trigger["type"] == "event" and trigger["config"].get("event_type") == event_type:
                    self._process_workflow(workflow, event_data)
    
    @handle_exceptions
    def notify_data_change(self, data_type: str, data_id: str, data: Dict[str, Any]) -> None:
        """Notify of data change
        
        Args:
            data_type: Type of data
            data_id: Data ID
            data: Changed data
        """
        # Call data change handlers
        if data_type in self.data_change_handlers:
            for handler in self.data_change_handlers[data_type]:
                try:
                    handler(data_id, data)
                except Exception as e:
                    logger.error(f"Data change handler error: {str(e)}")
        
        # Process workflows with data change triggers
        for workflow in self.workflows.values():
            if not workflow.enabled:
                continue
            
            for trigger in workflow.triggers:
                if trigger["type"] == "data_change" and trigger["config"].get("data_type") == data_type:
                    self._process_workflow(workflow, {"data_type": data_type, "data_id": data_id, "data": data})
    
    def _process_workflow(self, workflow: Workflow, context: Dict[str, Any]) -> None:
        """Process workflow
        
        Args:
            workflow: Workflow to process
            context: Processing context
        """
        try:
            # Check conditions
            if not self._check_conditions(workflow, context):
                return
            
            # Execute actions
            for action in workflow.actions:
                self._execute_action(action, context)
            
            # Update workflow stats
            workflow.last_run = datetime.now().isoformat()
            workflow.run_count += 1
            self.update_workflow(workflow)
            
            logger.info(f"Workflow executed: {workflow.name}")
        except Exception as e:
            logger.error(f"Workflow execution error: {str(e)}")
    
    def _check_conditions(self, workflow: Workflow, context: Dict[str, Any]) -> bool:
        """Check workflow conditions
        
        Args:
            workflow: Workflow to check
            context: Processing context
            
        Returns:
            True if all conditions are met, False otherwise
        """
        # If no conditions, return True
        if not workflow.conditions:
            return True
        
        for condition in workflow.conditions:
            condition_type = condition["type"]
            config = condition["config"]
            
            if condition_type == "compare":
                # Compare two values
                left_value = self._get_value(config.get("left_value"), config.get("left_type"), context)
                right_value = self._get_value(config.get("right_value"), config.get("right_type"), context)
                operator = config.get("operator", "==")
                
                if not self._compare_values(left_value, right_value, operator):
                    return False
            
            elif condition_type == "exists":
                # Check if a value exists
                path = config.get("path", "")
                data_type = config.get("data_type", "context")
                
                if not self._check_exists(path, data_type, context):
                    return False
            
            elif condition_type == "contains":
                # Check if a value contains another value
                container = self._get_value(config.get("container"), config.get("container_type"), context)
                value = self._get_value(config.get("value"), config.get("value_type"), context)
                
                if not self._check_contains(container, value):
                    return False
        
        return True
    
    def _get_value(self, value: Any, value_type: str, context: Dict[str, Any]) -> Any:
        """Get value based on type
        
        Args:
            value: Value or path
            value_type: Type of value ('literal', 'context', 'data')
            context: Processing context
            
        Returns:
            Resolved value
        """
        if value_type == "literal":
            return value
        
        elif value_type == "context":
            # Get value from context
            path_parts = value.split(".")
            current = context
            
            for part in path_parts:
                if isinstance(current, dict) and part in current:
                    current = current[part]
                else:
                    return None
            
            return current
        
        elif value_type == "data":
            # Get value from data storage
            data_type, data_id, field = value.split(".", 2)
            data = load_data(data_type, {})
            
            if data_id in data:
                item = data[data_id]
                path_parts = field.split(".")
                current = item
                
                for part in path_parts:
                    if isinstance(current, dict) and part in current:
                        current = current[part]
                    else:
                        return None
                
                return current
        
        return None
    
    def _compare_values(self, left_value: Any, right_value: Any, operator: str) -> bool:
        """Compare two values
        
        Args:
            left_value: Left value
            right_value: Right value
            operator: Comparison operator
            
        Returns:
            Comparison result
        """
        if operator == "==":
            return left_value == right_value
        elif operator == "!=":
            return left_value != right_value
        elif operator == "<":
            return left_value < right_value
        elif operator == "<=":
            return left_value <= right_value
        elif operator == ">":
            return left_value > right_value
        elif operator == ">=":
            return left_value >= right_value
        elif operator == "contains":
            return right_value in left_value
        elif operator == "starts_with":
            return str(left_value).startswith(str(right_value))
        elif operator == "ends_with":
            return str(left_value).endswith(str(right_value))
        
        return False
    
    def _check_exists(self, path: str, data_type: str, context: Dict[str, Any]) -> bool:
        """Check if a value exists
        
        Args:
            path: Path to value
            data_type: Type of data ('context', 'data')
            context: Processing context
            
        Returns:
            True if value exists, False otherwise
        """
        if data_type == "context":
            # Check in context
            path_parts = path.split(".")
            current = context
            
            for part in path_parts:
                if isinstance(current, dict) and part in current:
                    current = current[part]
                else:
                    return False
            
            return True
        
        elif data_type == "data":
            # Check in data storage
            data_type, data_id, field = path.split(".", 2)
            data = load_data(data_type, {})
            
            if data_id in data:
                item = data[data_id]
                path_parts = field.split(".")
                current = item
                
                for part in path_parts:
                    if isinstance(current, dict) and part in current:
                        current = current[part]
                    else:
                        return False
                
                return True
        
        return False
    
    def _check_contains(self, container: Any, value: Any) -> bool:
        """Check if container contains value
        
        Args:
            container: Container value
            value: Value to check
            
        Returns:
            True if container contains value, False otherwise
        """
        if container is None or value is None:
            return False
        
        if isinstance(container, (list, tuple, set)):
            return value in container
        elif isinstance(container, dict):
            return value in container or value in container.values()
        elif isinstance(container, str):
            return str(value) in container
        
        return False
    
    def _execute_action(self, action: Dict[str, Any], context: Dict[str, Any]) -> None:
        """Execute workflow action
        
        Args:
            action: Action to execute
            context: Processing context
        """
        action_type = action["type"]
        config = action["config"]
        
        if action_type == "notification":
            # Send notification
            notification_type = config.get("notification_type", "app")
            title = self._resolve_template(config.get("title", ""), context)
            message = self._resolve_template(config.get("message", ""), context)
            
            if notification_type == "app":
                # App notification (placeholder)
                logger.info(f"App notification: {title} - {message}")
            
            elif notification_type == "email":
                # Email notification (placeholder)
                recipient = config.get("recipient", "")
                logger.info(f"Email notification to {recipient}: {title} - {message}")
            
            elif notification_type == "telegram":
                # Telegram notification (placeholder)
                chat_id = config.get("chat_id", "")
                logger.info(f"Telegram notification to {chat_id}: {title} - {message}")
        
        elif action_type == "data_update":
            # Update data
            data_type = config.get("data_type", "")
            data_id = self._resolve_template(config.get("data_id", ""), context)
            updates = config.get("updates", {})
            
            # Resolve template values in updates
            resolved_updates = {}
            for key, value in updates.items():
                if isinstance(value, str):
                    resolved_updates[key] = self._resolve_template(value, context)
                else:
                    resolved_updates[key] = value
            
            # Load data
            data = load_data(data_type, {})
            
            # Update data
            if data_id in data:
                for key, value in resolved_updates.items():
                    data[data_id][key] = value
            
            # Save data
            save_data(data_type, data)
            logger.info(f"Updated {data_type} data: {data_id}")
        
        elif action_type == "api_call":
            # Make API call (placeholder)
            url = self._resolve_template(config.get("url", ""), context)
            method = config.get("method", "GET")
            headers = config.get("headers", {})
            body = config.get("body", {})
            
            logger.info(f"API call: {method} {url}")
        
        elif action_type == "function_call":
            # Call function (placeholder)
            function_name = config.get("function", "")
            args = config.get("args", {})
            
            logger.info(f"Function call: {function_name}")
    
    def _resolve_template(self, template: str, context: Dict[str, Any]) -> str:
        """Resolve template with context values
        
        Args:
            template: Template string
            context: Processing context
            
        Returns:
            Resolved template
        """
        if not template or not isinstance(template, str):
            return template
        
        result = template
        
        # Find all {{variable}} patterns
        import re
        variables = re.findall(r'\{\{([^}]+)\}\}', template)
        
        for var in variables:
            # Get value from context
            path_parts = var.strip().split(".")
            current = context
            
            try:
                for part in path_parts:
                    if isinstance(current, dict) and part in current:
                        current = current[part]
                    else:
                        current = None
                        break
                
                # Replace in template
                if current is not None:
                    result = result.replace(f"{{{{{var}}}}}", str(current))
            except:
                pass
        
        return result
    
    @handle_exceptions
    def start_scheduler(self) -> None:
        """Start the scheduler thread"""
        if self.scheduler_thread is not None and self.scheduler_thread.is_alive():
            return
        
        self.running = True
        self.scheduler_thread = threading.Thread(target=self._scheduler_loop)
        self.scheduler_thread.daemon = True
        self.scheduler_thread.start()
        logger.info("Workflow scheduler started")
    
    @handle_exceptions
    def stop_scheduler(self) -> None:
        """Stop the scheduler thread"""
        self.running = False
        if self.scheduler_thread is not None:
            self.scheduler_thread.join(timeout=1.0)
            self.scheduler_thread = None
        logger.info("Workflow scheduler stopped")
    
    def _scheduler_loop(self) -> None:
        """Scheduler thread loop"""
        while self.running:
            try:
                self.scheduler.run_pending()
                time.sleep(1)
            except Exception as e:
                logger.error(f"Scheduler error: {str(e)}")
    
    @handle_exceptions
    def schedule_workflow(self, workflow_id: str, schedule_type: str, schedule_config: Dict[str, Any]) -> None:
        """Schedule a workflow
        
        Args:
            workflow_id: Workflow ID
            schedule_type: Type of schedule ('interval', 'daily', 'weekly', 'monthly')
            schedule_config: Schedule configuration
        """
        workflow = self.get_workflow(workflow_id)
        if not workflow:
            raise AutomationError(f"Workflow not found: {workflow_id}")
        
        # Create a job function
        def job():
            self._process_workflow(workflow, {"trigger": "schedule", "schedule_type": schedule_type})
        
        # Schedule based on type
        if schedule_type == "interval":
            interval_minutes = schedule_config.get("minutes", 60)
            self.scheduler.every(interval_minutes).minutes.do(job)
            logger.info(f"Scheduled workflow {workflow.name} to run every {interval_minutes} minutes")
        
        elif schedule_type == "daily":
            time_str = schedule_config.get("time", "09:00")
            self.scheduler.every().day.at(time_str).do(job)
            logger.info(f"Scheduled workflow {workflow.name} to run daily at {time_str}")
        
        elif schedule_type == "weekly":
            day = schedule_config.get("day", "monday").lower()
            time_str = schedule_config.get("time", "09:00")
            
            if day == "monday":
                self.scheduler.every().monday.at(time_str).do(job)
            elif day == "tuesday":
                self.scheduler.every().tuesday.at(time_str).do(job)
            elif day == "wednesday":
                self.scheduler.every().wednesday.at(time_str).do(job)
            elif day == "thursday":
                self.scheduler.every().thursday.at(time_str).do(job)
            elif day == "friday":
                self.scheduler.every().friday.at(time_str).do(job)
            elif day == "saturday":
                self.scheduler.every().saturday.at(time_str).do(job)
            elif day == "sunday":
                self.scheduler.every().sunday.at(time_str).do(job)
            
            logger.info(f"Scheduled workflow {workflow.name} to run weekly on {day} at {time_str}")
        
        elif schedule_type == "monthly":
            day = schedule_config.get("day", 1)
            time_str = schedule_config.get("time", "09:00")
            
            # For monthly, we need to check the day in the job
            def monthly_job():
                now = datetime.now()
                if now.day == day:
                    job()
            
            # Schedule to run daily at the specified time, but only execute on the specified day
            self.scheduler.every().day.at(time_str).do(monthly_job)
            logger.info(f"Scheduled workflow {workflow.name} to run monthly on day {day} at {time_str}")
        
        # Start scheduler if not already running
        self.start_scheduler()


# Create a global instance of the workflow manager
workflow_manager = WorkflowManager()