import os
import json
import time
import requests
from typing import Optional, Dict, Any, Tuple

class MistralClient:
    BASE_URL = "https://api.mistral.ai/v1"
    MAX_FILE_SIZE = 52 * 1024 * 1024  # 52 MB
    
    def __init__(self, api_key: Optional[str] = None):
        self.api_key = api_key or os.environ.get("MISTRAL_API_KEY")
        if not self.api_key:
            raise ValueError("API key must be provided or set as MISTRAL_API_KEY environment variable")
        
        self.session = requests.Session()
        self.session.headers.update({
            "Authorization": f"Bearer {self.api_key}",
            "Accept": "application/json"
        })
    
    def upload_file(self, file_path: str) -> str:
        """Upload a file to Mistral API for OCR processing."""
        # Check file size
        file_size = os.path.getsize(file_path)
        if file_size > self.MAX_FILE_SIZE:
            raise ValueError(f"File is too large ({file_size/1024/1024:.2f} MB). Maximum allowed size is {self.MAX_FILE_SIZE/1024/1024:.2f} MB")
        
        # Retry logic
        max_retries = 3
        retry_delay = 3
        last_error = None
        
        for attempt in range(1, max_retries + 1):
            try:
                with open(file_path, 'rb') as f:
                    files = {'file': f}
                    data = {'purpose': 'ocr'}
                    response = self.session.post(
                        f"{self.BASE_URL}/files",
                        files=files,
                        data=data
                    )
                
                response.raise_for_status()
                
                if not response.content:
                    last_error = ValueError("Received empty response from API")
                    time.sleep(retry_delay)
                    continue
                
                file_response = response.json()
                file_id = file_response.get('id')
                
                if not file_id:
                    last_error = ValueError("Received response without file ID")
                    time.sleep(retry_delay)
                    continue
                
                return file_id
                
            except requests.RequestException as e:
                last_error = e
                # Retry on server errors or rate limiting
                if hasattr(e, 'response') and e.response is not None:
                    status_code = e.response.status_code
                    if status_code >= 500 or status_code == 429:
                        time.sleep(retry_delay)
                        continue
                raise
        
        raise last_error or ValueError(f"Failed to upload file after {max_retries} attempts")
    
    def get_file_url(self, file_id: str) -> str:
        """Get a signed URL for an uploaded file."""
        response = self.session.get(f"{self.BASE_URL}/files/{file_id}/url?expiry=24")
        response.raise_for_status()
        
        url_response = response.json()
        url = url_response.get('url')
        
        if not url:
            raise ValueError("API response did not contain a URL")
        
        return url
    
    def process_ocr(self, doc_type: str, doc_source: str, include_image_base64: bool = False) -> bytes:
        """Process a document with OCR."""
        if doc_type not in ["document_url", "image_url"]:
            raise ValueError(f"Unsupported document type: {doc_type}")
        
        document_map = {"type": doc_type}
        if doc_type == "document_url":
            document_map["document_url"] = doc_source
        elif doc_type == "image_url":
            document_map["image_url"] = doc_source
        
        request_body = {
            "model": "mistral-ocr-latest",
            "document": document_map,
            "include_image_base64": include_image_base64
        }
        
        # Retry logic
        max_retries = 5
        retry_delay = 10
        last_error = None
        
        for attempt in range(1, max_retries + 1):
            try:
                response = self.session.post(
                    f"{self.BASE_URL}/ocr",
                    json=request_body,
                    headers={"Content-Type": "application/json"}
                )
                
                # Check for non-200 status codes
                if response.status_code != 200:
                    error_msg = response.text or response.reason
                    
                    # Retry on server errors or rate limiting
                    if response.status_code >= 500 or response.status_code == 429:
                        last_error = ValueError(f"API returned error status: {response.status_code} - {error_msg}")
                        time.sleep(retry_delay)
                        continue
                    
                    # For other errors, don't retry
                    raise ValueError(f"API returned error status: {response.status_code} - {error_msg}")
                
                # Check for empty response
                if not response.content:
                    last_error = ValueError("Received empty response from API")
                    adjusted_delay = retry_delay * attempt
                    time.sleep(adjusted_delay)
                    continue
                
                # Check if response is valid JSON
                try:
                    json.loads(response.content)
                except json.JSONDecodeError:
                    last_error = ValueError("Received invalid JSON response from API")
                    time.sleep(retry_delay)
                    continue
                
                # If we got here, we have a valid response
                return response.content
                
            except requests.RequestException as e:
                last_error = e
                time.sleep(retry_delay)
                continue
        
        raise last_error or ValueError(f"Failed after {max_retries} attempts")