import os
import time
import requests

from typing import Optional, Tuple



from ui.statusui import StatusUI
from checks.health_check import check_model_endpoint
from agents.model import load_huggingface_model


def wake_up_endpoint(
    endpoint_uri: str,
    ui,
    max_wait: int = 300,
    initial_delay: float = 3.0,
    backoff_factor: float = 1.5,
    max_retry_delay: float = 10.0
) -> Tuple[bool, Optional[str]]:
    """
    Poll the endpoint until it responds OK or timeout.
    
    Args:
        endpoint_uri: The endpoint URL to monitor
        ui: UI object for status updates
        max_wait: Maximum total wait time in seconds (minimum 60s enforced)
        initial_delay: Initial delay between retries in seconds
        backoff_factor: Multiplier for exponential backoff
        max_retry_delay: Maximum delay between retries in seconds
        
    Returns:
        Tuple of (success: bool, error_message: Optional[str])
    """
    # Configuration validation
    max_wait = max(max_wait, 60)
    current_delay = min(initial_delay, max_retry_delay)
    
    # Prepare request components
    headers = {}
    if hf_token := os.environ.get("HF_TOKEN"):
        headers["Authorization"] = f"Bearer {hf_token}"
    
    payload = {"inputs": "ping"}
    timeout = min(5, current_delay * 0.8)  # Ensure timeout is less than delay
    
    start_time = time.time()
    last_status = None
    
    while (time.time() - start_time) < max_wait:
        try:
            # Log attempt
            if endpoint_uri != last_status:
                ui.append(f"Pinging endpoint: {endpoint_uri}")
                last_status = endpoint_uri
            
            # Make the request
            response = requests.post(
                endpoint_uri,
                headers=headers,
                json=payload,
                timeout=timeout
            )
            
            if response.ok:
                ui.append("✅ Endpoint is awake and responsive")
                return True, None
            
            # Handle specific HTTP status codes
            if response.status_code in {503, 504}:
                status_msg = f"Endpoint warming up (HTTP {response.status_code})"
            else:
                status_msg = f"Unexpected response (HTTP {response.status_code})"
            
            ui.append(f"{status_msg}, retrying in {current_delay:.1f}s...")
            
        except requests.exceptions.RequestException as e:
            ui.append(f"Connection error ({type(e).__name__}), retrying in {current_delay:.1f}s...")
        
        # Wait before next attempt with exponential backoff
        time.sleep(current_delay)
        current_delay = min(current_delay * backoff_factor, max_retry_delay)
        timeout = min(5, current_delay * 0.8)
    
    # Timeout reached
    error_msg = f"❌ Timed out after {max_wait}s waiting for endpoint"
    ui.append(error_msg)
    return False, error_msg

def run_status_checks():
    """Run all status checks and return endpoint URI if successful"""
    ui = StatusUI("Content Agent Status Checks")
    ui.launch()
    
    ui.append("Starting prechecks...")
    ui.append("Checking endpoint..")
    
    endpoint_uri = load_huggingface_model() # Get the URI for the endpoint 
    ui.append(endpoint_uri)   

    # Wake it up before health check
    wake_up_successful = wake_up_endpoint(endpoint_uri, ui)
    success, error_msg = wake_up_endpoint(endpoint_uri, ui)
i 
    if not success:
        ui.append("Warning: Could not wake up the endpoint. Exiting.")
        
    else:     
        ui.append("✅ End point responded OK.")
    
        is_healthy, status_info = check_model_endpoint(endpoint_uri) # Test the endpoint
        
        if not is_healthy:
            from checks.failed_check import create_failed_gradio_ui
            interface = create_failed_gradio_ui(status_info)
            interface.launch(show_error=True, share=True)
            return None
        
        return endpoint_uri