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"""
API Testing and Debugging Module

This module provides comprehensive testing and debugging tools for API connections,
specifically designed for Anthropic Claude and Tavily search APIs.
"""

import asyncio
import json
import time
from datetime import datetime, timedelta
from typing import Any, Dict, List, Optional, Union, Tuple
from dataclasses import dataclass
from enum import Enum

import httpx
from pydantic import BaseModel, Field, ValidationError

from ..utils.logging import get_logger
from ..utils.security import ErrorResponse, ErrorType


class APITestResult(BaseModel):
    """Standardized result for API tests."""
    success: bool = Field(..., description="Whether the test passed")
    api_name: str = Field(..., description="Name of the API being tested")
    test_name: str = Field(..., description="Name of the specific test")
    response_time_ms: float = Field(..., description="Response time in milliseconds")
    status_code: Optional[int] = Field(None, description="HTTP status code")
    error_message: Optional[str] = Field(None, description="Error message if test failed")
    response_data: Optional[Dict[str, Any]] = Field(None, description="Response data if successful")
    timestamp: datetime = Field(default_factory=datetime.now, description="Test timestamp")
    debug_info: Optional[Dict[str, Any]] = Field(None, description="Additional debug information")


class APIErrorType(Enum):
    """Types of API errors for proper handling."""
    NETWORK_ERROR = "network_error"
    AUTHENTICATION_ERROR = "authentication_error"
    AUTHORIZATION_ERROR = "authorization_error"
    RATE_LIMIT_ERROR = "rate_limit_error"
    VALIDATION_ERROR = "validation_error"
    TIMEOUT_ERROR = "timeout_error"
    SERVER_ERROR = "server_error"
    UNKNOWN_ERROR = "unknown_error"


@dataclass
class APIConfig:
    """Configuration for API testing."""
    name: str
    base_url: str
    api_key: str
    timeout: int = 30
    max_retries: int = 3
    retry_delay: float = 1.0
    rate_limit_per_minute: int = 60


class APITester:
    """
    Comprehensive API testing and debugging tool.
    
    This class provides:
    - Async API connection testing
    - Proper error handling for different failure types
    - Response structure validation
    - Retry logic with exponential backoff
    - Step-by-step debugging capabilities
    """
    
    def __init__(self, config: APIConfig):
        """Initialize the API tester."""
        self.config = config
        self.logger = get_logger(f"api_tester.{config.name}")
        self._client: Optional[httpx.AsyncClient] = None
        self._request_count = 0
        self._last_request_time: Optional[datetime] = None
        
        # Rate limiting
        self._rate_limit_tokens = config.rate_limit_per_minute
        self._rate_limit_reset = datetime.now() + timedelta(minutes=1)
        
        self.logger.info(f"Initialized API tester for {config.name}")
    
    async def __aenter__(self):
        """Async context manager entry."""
        await self._setup_client()
        return self
    
    async def __aexit__(self, exc_type, exc_val, exc_tb):
        """Async context manager exit with proper cleanup."""
        await self._cleanup_client()
        if exc_type:
            self.logger.error(f"API tester for {self.config.name} exited with error: {exc_val}")
        else:
            self.logger.info(f"API tester for {self.config.name} completed successfully")
    
    # =========================================================================
    # CLIENT MANAGEMENT
    # =========================================================================
    
    async def _setup_client(self):
        """Setup HTTP client with proper configuration."""
        if self._client:
            return
        
        self._client = httpx.AsyncClient(
            base_url=self.config.base_url,
            timeout=httpx.Timeout(self.config.timeout),
            headers={
                "Authorization": f"Bearer {self.config.api_key}",
                "User-Agent": f"WanderlustAI-APITester/{self.config.name}",
                "Content-Type": "application/json"
            }
        )
        
        self.logger.info(f"HTTP client setup for {self.config.name}")
    
    async def _cleanup_client(self):
        """Cleanup HTTP client resources."""
        if self._client:
            await self._client.aclose()
            self._client = None
            self.logger.info(f"HTTP client cleaned up for {self.config.name}")
    
    # =========================================================================
    # RATE LIMITING
    # =========================================================================
    
    async def _check_rate_limit(self):
        """Check and enforce rate limiting."""
        now = datetime.now()
        
        # Reset tokens if minute has passed
        if now >= self._rate_limit_reset:
            self._rate_limit_tokens = self.config.rate_limit_per_minute
            self._rate_limit_reset = now + timedelta(minutes=1)
            self.logger.debug(f"Rate limit reset for {self.config.name}")
        
        # Check if we have tokens available
        if self._rate_limit_tokens <= 0:
            wait_time = (self._rate_limit_reset - now).total_seconds()
            self.logger.warning(f"Rate limit exceeded for {self.config.name}, waiting {wait_time:.1f}s")
            await asyncio.sleep(wait_time)
            await self._check_rate_limit()  # Recursive check after wait
        
        # Consume a token
        self._rate_limit_tokens -= 1
        self.logger.debug(f"Rate limit: {self._rate_limit_tokens} tokens remaining for {self.config.name}")
    
    # =========================================================================
    # ERROR HANDLING
    # =========================================================================
    
    def _classify_error(self, error: Exception, status_code: Optional[int] = None) -> APIErrorType:
        """Classify API errors for proper handling."""
        if isinstance(error, httpx.TimeoutException):
            return APIErrorType.TIMEOUT_ERROR
        elif isinstance(error, httpx.ConnectError):
            return APIErrorType.NETWORK_ERROR
        elif isinstance(error, httpx.HTTPStatusError):
            if status_code == 401:
                return APIErrorType.AUTHENTICATION_ERROR
            elif status_code == 403:
                return APIErrorType.AUTHORIZATION_ERROR
            elif status_code == 429:
                return APIErrorType.RATE_LIMIT_ERROR
            elif 500 <= status_code < 600:
                return APIErrorType.SERVER_ERROR
            else:
                return APIErrorType.VALIDATION_ERROR
        else:
            return APIErrorType.UNKNOWN_ERROR
    
    def _should_retry(self, error_type: APIErrorType, attempt: int) -> bool:
        """Determine if a request should be retried based on error type."""
        if attempt >= self.config.max_retries:
            return False
        
        # Retry for these error types
        retryable_errors = {
            APIErrorType.NETWORK_ERROR,
            APIErrorType.TIMEOUT_ERROR,
            APIErrorType.SERVER_ERROR,
            APIErrorType.RATE_LIMIT_ERROR
        }
        
        return error_type in retryable_errors
    
    def _get_retry_delay(self, attempt: int, error_type: APIErrorType) -> float:
        """Calculate retry delay with exponential backoff."""
        base_delay = self.config.retry_delay
        
        if error_type == APIErrorType.RATE_LIMIT_ERROR:
            # Longer delay for rate limit errors
            return base_delay * (2 ** attempt) * 2
        else:
            # Standard exponential backoff
            return base_delay * (2 ** attempt)
    
    # =========================================================================
    # HTTP REQUEST METHODS
    # =========================================================================
    
    async def _make_request(
        self,
        method: str,
        endpoint: str,
        data: Optional[Dict[str, Any]] = None,
        params: Optional[Dict[str, Any]] = None,
        headers: Optional[Dict[str, str]] = None
    ) -> Tuple[bool, Optional[Dict[str, Any]], Optional[str], Optional[int], float]:
        """
        Make an HTTP request with proper error handling and retry logic.
        
        Returns:
            Tuple of (success, data, error_message, status_code, response_time_ms)
        """
        start_time = time.time()
        
        # Rate limiting check
        await self._check_rate_limit()
        
        # Prepare request
        request_headers = {}
        if headers:
            request_headers.update(headers)
        
        # Retry logic
        for attempt in range(self.config.max_retries + 1):
            try:
                if not self._client:
                    await self._setup_client()
                
                self.logger.debug(f"{self.config.name}: {method} {endpoint} (attempt {attempt + 1})")
                
                # Make the request
                response = await self._client.request(
                    method=method,
                    url=endpoint,
                    json=data,
                    params=params,
                    headers=request_headers
                )
                
                # Calculate response time
                response_time = (time.time() - start_time) * 1000
                
                # Update request tracking
                self._request_count += 1
                self._last_request_time = datetime.now()
                
                # Check if response is successful
                if response.status_code < 400:
                    try:
                        response_data = response.json()
                        self.logger.info(f"{self.config.name}: {method} {endpoint} - {response.status_code} ({response_time:.1f}ms)")
                        return True, response_data, None, response.status_code, response_time
                    except json.JSONDecodeError as e:
                        self.logger.warning(f"{self.config.name}: Invalid JSON response: {e}")
                        return False, None, f"Invalid JSON response: {e}", response.status_code, response_time
                else:
                    error_msg = f"HTTP {response.status_code}: {response.text}"
                    self.logger.warning(f"{self.config.name}: {method} {endpoint} - {response.status_code} ({response_time:.1f}ms)")
                    
                    # Classify error and decide if we should retry
                    error_type = self._classify_error(httpx.HTTPStatusError("", response=response), response.status_code)
                    
                    if self._should_retry(error_type, attempt):
                        delay = self._get_retry_delay(attempt, error_type)
                        self.logger.info(f"{self.config.name}: Retrying in {delay:.1f}s (error: {error_type.value})")
                        await asyncio.sleep(delay)
                        continue
                    else:
                        return False, None, error_msg, response.status_code, response_time
                
            except httpx.TimeoutException as e:
                error_type = APIErrorType.TIMEOUT_ERROR
                self.logger.warning(f"{self.config.name}: Timeout on {method} {endpoint} (attempt {attempt + 1})")
                
                if self._should_retry(error_type, attempt):
                    delay = self._get_retry_delay(attempt, error_type)
                    self.logger.info(f"{self.config.name}: Retrying in {delay:.1f}s (timeout)")
                    await asyncio.sleep(delay)
                    continue
                else:
                    response_time = (time.time() - start_time) * 1000
                    return False, None, f"Request timeout after {self.config.max_retries + 1} attempts", 408, response_time
                
            except httpx.ConnectError as e:
                error_type = APIErrorType.NETWORK_ERROR
                self.logger.warning(f"{self.config.name}: Connection error on {method} {endpoint} (attempt {attempt + 1}): {e}")
                
                if self._should_retry(error_type, attempt):
                    delay = self._get_retry_delay(attempt, error_type)
                    self.logger.info(f"{self.config.name}: Retrying in {delay:.1f}s (connection error)")
                    await asyncio.sleep(delay)
                    continue
                else:
                    response_time = (time.time() - start_time) * 1000
                    return False, None, f"Connection error: {e}", None, response_time
                
            except Exception as e:
                error_type = APIErrorType.UNKNOWN_ERROR
                self.logger.error(f"{self.config.name}: Unexpected error on {method} {endpoint}: {e}")
                
                if self._should_retry(error_type, attempt):
                    delay = self._get_retry_delay(attempt, error_type)
                    self.logger.info(f"{self.config.name}: Retrying in {delay:.1f}s (unexpected error)")
                    await asyncio.sleep(delay)
                    continue
                else:
                    response_time = (time.time() - start_time) * 1000
                    return False, None, f"Unexpected error: {e}", None, response_time
        
        # This should never be reached, but just in case
        response_time = (time.time() - start_time) * 1000
        return False, None, "Max retries exceeded", None, response_time
    
    # =========================================================================
    # API TESTING METHODS
    # =========================================================================
    
    async def test_connection(self) -> APITestResult:
        """Test basic API connection."""
        test_name = "connection_test"
        self.logger.info(f"Testing {self.config.name} connection...")
        
        # Try a simple request to test connectivity
        success, data, error, status_code, response_time = await self._make_request("GET", "/health")
        
        if success:
            self.logger.info(f"βœ… {self.config.name} connection test passed")
            return APITestResult(
                success=True,
                api_name=self.config.name,
                test_name=test_name,
                response_time_ms=response_time,
                status_code=status_code,
                response_data=data,
                debug_info={
                    "request_count": self._request_count,
                    "last_request_time": self._last_request_time
                }
            )
        else:
            self.logger.error(f"❌ {self.config.name} connection test failed: {error}")
            return APITestResult(
                success=False,
                api_name=self.config.name,
                test_name=test_name,
                response_time_ms=response_time,
                status_code=status_code,
                error_message=error,
                debug_info={
                    "request_count": self._request_count,
                    "last_request_time": self._last_request_time
                }
            )
    
    async def test_authentication(self) -> APITestResult:
        """Test API authentication."""
        test_name = "authentication_test"
        self.logger.info(f"Testing {self.config.name} authentication...")
        
        # Try a request that requires authentication
        success, data, error, status_code, response_time = await self._make_request("GET", "/auth/test")
        
        if success:
            self.logger.info(f"βœ… {self.config.name} authentication test passed")
            return APITestResult(
                success=True,
                api_name=self.config.name,
                test_name=test_name,
                response_time_ms=response_time,
                status_code=status_code,
                response_data=data
            )
        else:
            if status_code == 401:
                self.logger.error(f"❌ {self.config.name} authentication test failed: Invalid API key")
                return APITestResult(
                    success=False,
                    api_name=self.config.name,
                    test_name=test_name,
                    response_time_ms=response_time,
                    status_code=status_code,
                    error_message="Invalid API key or authentication failed"
                )
            else:
                self.logger.error(f"❌ {self.config.name} authentication test failed: {error}")
                return APITestResult(
                    success=False,
                    api_name=self.config.name,
                    test_name=test_name,
                    response_time_ms=response_time,
                    status_code=status_code,
                    error_message=error
                )
    
    async def test_rate_limits(self) -> APITestResult:
        """Test API rate limiting."""
        test_name = "rate_limit_test"
        self.logger.info(f"Testing {self.config.name} rate limits...")
        
        # Make multiple rapid requests to test rate limiting
        start_time = time.time()
        success_count = 0
        rate_limit_hit = False
        
        for i in range(10):  # Make 10 rapid requests
            success, data, error, status_code, response_time = await self._make_request("GET", "/test")
            if success:
                success_count += 1
            elif status_code == 429:
                rate_limit_hit = True
                break
        
        total_time = (time.time() - start_time) * 1000
        
        if rate_limit_hit:
            self.logger.info(f"βœ… {self.config.name} rate limit test passed (rate limit detected)")
            return APITestResult(
                success=True,
                api_name=self.config.name,
                test_name=test_name,
                response_time_ms=total_time,
                status_code=429,
                response_data={"rate_limit_detected": True, "successful_requests": success_count}
            )
        else:
            self.logger.warning(f"⚠️ {self.config.name} rate limit test inconclusive (no rate limit hit)")
            return APITestResult(
                success=True,
                api_name=self.config.name,
                test_name=test_name,
                response_time_ms=total_time,
                response_data={"rate_limit_detected": False, "successful_requests": success_count}
            )
    
    # =========================================================================
    # RESPONSE VALIDATION
    # =========================================================================
    
    def validate_response_structure(self, data: Dict[str, Any], expected_fields: List[str]) -> Tuple[bool, List[str]]:
        """
        Validate API response structure.
        
        Args:
            data: Response data to validate
            expected_fields: List of expected field names
            
        Returns:
            Tuple of (is_valid, missing_fields)
        """
        if not isinstance(data, dict):
            return False, ["Response is not a dictionary"]
        
        missing_fields = []
        for field in expected_fields:
            if field not in data:
                missing_fields.append(field)
        
        return len(missing_fields) == 0, missing_fields
    
    async def test_response_structure(self, endpoint: str, expected_fields: List[str]) -> APITestResult:
        """Test API response structure validation."""
        test_name = "response_structure_test"
        self.logger.info(f"Testing {self.config.name} response structure for {endpoint}...")
        
        success, data, error, status_code, response_time = await self._make_request("GET", endpoint)
        
        if success and data:
            is_valid, missing_fields = self.validate_response_structure(data, expected_fields)
            
            if is_valid:
                self.logger.info(f"βœ… {self.config.name} response structure test passed")
                return APITestResult(
                    success=True,
                    api_name=self.config.name,
                    test_name=test_name,
                    response_time_ms=response_time,
                    status_code=status_code,
                    response_data=data,
                    debug_info={"expected_fields": expected_fields, "missing_fields": []}
                )
            else:
                self.logger.error(f"❌ {self.config.name} response structure test failed: missing fields {missing_fields}")
                return APITestResult(
                    success=False,
                    api_name=self.config.name,
                    test_name=test_name,
                    response_time_ms=response_time,
                    status_code=status_code,
                    error_message=f"Missing required fields: {missing_fields}",
                    response_data=data,
                    debug_info={"expected_fields": expected_fields, "missing_fields": missing_fields}
                )
        else:
            self.logger.error(f"❌ {self.config.name} response structure test failed: {error}")
            return APITestResult(
                success=False,
                api_name=self.config.name,
                test_name=test_name,
                response_time_ms=response_time,
                status_code=status_code,
                error_message=error
            )
    
    # =========================================================================
    # COMPREHENSIVE TESTING
    # =========================================================================
    
    async def run_all_tests(self) -> List[APITestResult]:
        """Run all API tests and return results."""
        self.logger.info(f"Running comprehensive tests for {self.config.name}...")
        
        tests = [
            self.test_connection(),
            self.test_authentication(),
            self.test_rate_limits()
        ]
        
        results = await asyncio.gather(*tests, return_exceptions=True)
        
        # Handle any exceptions
        final_results = []
        for i, result in enumerate(results):
            if isinstance(result, Exception):
                self.logger.error(f"Test {i} failed with exception: {result}")
                final_results.append(APITestResult(
                    success=False,
                    api_name=self.config.name,
                    test_name=f"test_{i}",
                    response_time_ms=0,
                    error_message=f"Test failed with exception: {result}"
                ))
            else:
                final_results.append(result)
        
        return final_results
    
    # =========================================================================
    # UTILITY METHODS
    # =========================================================================
    
    def get_stats(self) -> Dict[str, Any]:
        """Get API tester statistics."""
        return {
            "api_name": self.config.name,
            "request_count": self._request_count,
            "last_request_time": self._last_request_time,
            "rate_limit_tokens": self._rate_limit_tokens,
            "rate_limit_reset": self._rate_limit_reset
        }
    
    def print_test_summary(self, results: List[APITestResult]):
        """Print a summary of test results."""
        print(f"\nπŸ“Š API Test Summary for {self.config.name}")
        print("=" * 50)
        
        passed = sum(1 for r in results if r.success)
        total = len(results)
        
        print(f"Tests Passed: {passed}/{total}")
        print(f"Success Rate: {(passed/total)*100:.1f}%")
        
        for result in results:
            status = "βœ… PASS" if result.success else "❌ FAIL"
            print(f"  {status} {result.test_name} ({result.response_time_ms:.1f}ms)")
            if not result.success and result.error_message:
                print(f"    Error: {result.error_message}")
        
        print()