import os
import base64
import mimetypes
from typing import Optional

from agentpress.tool import ToolResult, openapi_schema, xml_schema
from sandbox.sandbox import SandboxToolsBase, Sandbox
from agentpress.thread_manager import ThreadManager
from utils.logger import logger
import json

# Add common image MIME types if mimetypes module is limited
mimetypes.add_type("image/webp", ".webp")
mimetypes.add_type("image/jpeg", ".jpg")
mimetypes.add_type("image/jpeg", ".jpeg")
mimetypes.add_type("image/png", ".png")
mimetypes.add_type("image/gif", ".gif")

# Maximum file size in bytes (e.g., 5MB)
MAX_IMAGE_SIZE = 10 * 1024 * 1024

class SandboxVisionTool(SandboxToolsBase):
    """Tool for allowing the agent to 'see' images within the sandbox."""

    def __init__(self, project_id: str, thread_id: str, thread_manager: ThreadManager):
        super().__init__(project_id, thread_manager)
        self.thread_id = thread_id
        # Make thread_manager accessible within the tool instance
        self.thread_manager = thread_manager

    @openapi_schema({
        "type": "function",
        "function": {
            "name": "see_image",
            "description": "Allows the agent to 'see' an image file located in the /workspace directory. Provide the relative path to the image. The image content will be made available in the next turn's context.",
            "parameters": {
                "type": "object",
                "properties": {
                    "file_path": {
                        "type": "string",
                        "description": "The relative path to the image file within the /workspace directory (e.g., 'screenshots/image.png'). Supported formats: JPG, PNG, GIF, WEBP. Max size: 5MB."
                    }
                },
                "required": ["file_path"]
            }
        }
    })
    @xml_schema(
        tag_name="see-image",
        mappings=[
            {"param_name": "file_path", "node_type": "attribute", "path": "."}
        ],
        example='''
        <!-- Example: Request to see an image named 'diagram.png' inside the 'docs' folder -->
        <see-image file_path="docs/diagram.png"></see-image>
        '''
    )
    async def see_image(self, file_path: str) -> ToolResult:
        """Reads an image file, converts it to base64, and adds it as a temporary message."""
        try:
            # Ensure sandbox is initialized
            await self._ensure_sandbox()

            # Clean and construct full path
            cleaned_path = self.clean_path(file_path)
            full_path = f"{self.workspace_path}/{cleaned_path}"
            logger.info(f"Attempting to see image: {full_path} (original: {file_path})")

            # Check if file exists and get info
            try:
                file_info = self.sandbox.fs.get_file_info(full_path)
                if file_info.is_dir:
                    return self.fail_response(f"Path '{cleaned_path}' is a directory, not an image file.")
            except Exception as e:
                logger.warning(f"File not found at {full_path}: {e}")
                return self.fail_response(f"Image file not found at path: '{cleaned_path}'")

            # Check file size
            if file_info.size > MAX_IMAGE_SIZE:
                return self.fail_response(f"Image file '{cleaned_path}' is too large ({file_info.size / (1024*1024):.2f}MB). Maximum size is {MAX_IMAGE_SIZE / (1024*1024)}MB.")

            # Read image file content
            try:
                image_bytes = self.sandbox.fs.download_file(full_path)
            except Exception as e:
                logger.error(f"Error reading image file {full_path}: {e}")
                return self.fail_response(f"Could not read image file: {cleaned_path}")

            # Convert to base64
            base64_image = base64.b64encode(image_bytes).decode('utf-8')

            # Determine MIME type
            mime_type, _ = mimetypes.guess_type(full_path)
            if not mime_type or not mime_type.startswith('image/'):
                # Basic fallback based on extension if mimetypes fails
                ext = os.path.splitext(cleaned_path)[1].lower()
                if ext == '.jpg' or ext == '.jpeg': mime_type = 'image/jpeg'
                elif ext == '.png': mime_type = 'image/png'
                elif ext == '.gif': mime_type = 'image/gif'
                elif ext == '.webp': mime_type = 'image/webp'
                else:
                    return self.fail_response(f"Unsupported or unknown image format for file: '{cleaned_path}'. Supported: JPG, PNG, GIF, WEBP.")
            
            logger.info(f"Successfully read and encoded image '{cleaned_path}' as {mime_type}")

            # Prepare the temporary message content
            image_context_data = {
                "mime_type": mime_type,
                "base64": base64_image,
                "file_path": cleaned_path # Include path for context
            }

            # Add the temporary message using the thread_manager callback
            # Use a distinct type like 'image_context'
            await self.thread_manager.add_message(
                thread_id=self.thread_id,
                type="image_context", # Use a specific type for this
                content=image_context_data, # Store the dict directly
                is_llm_message=False # This is context generated by a tool
            )
            logger.info(f"Added image context message for '{cleaned_path}' to thread {self.thread_id}")

            # Inform the agent the image will be available next turn
            return self.success_response(f"Successfully loaded the image '{cleaned_path}'.")

        except Exception as e:
            logger.error(f"Error processing see_image for {file_path}: {e}", exc_info=True)
            return self.fail_response(f"An unexpected error occurred while trying to see the image: {str(e)}")