import gradio as gr
import json
from graphviz import Digraph
import os
from typing import Dict, Any

def generate_concept_map(json_input: str) -> str:
    """
    Generates a concept map from structured JSON
    
    Args:
        json_input (str): JSON describing the concept map structure.
            Required format:
            {
                "central_node": "Main concept",
                "nodes": [
                    {
                        "id": "unique_identifier",
                        "label": "Node label",
                        "relationship": "Relationship to parent",
                        "subnodes": [...]  # Optional
                    }
                ]
            }
    
    Returns:
        str: Image URL (compatible with Hugging Face Spaces)
    
    Raises:
        ValueError: If JSON doesn't meet required format
    """
    try:
        # Validate input
        if not json_input.strip():
            return "Error: Empty input"
            
        data = json.loads(json_input)
        
        # Validate basic structure
        if 'central_node' not in data or 'nodes' not in data:
            raise ValueError("Missing required fields: central_node or nodes")

        # Create graph
        dot = Digraph(
            name='ConceptMap',
            format='png',
            graph_attr={
                'rankdir': 'TB',
                'splines': 'ortho',
                'bgcolor': 'transparent'
            }
        )
        
        # Central node
        dot.node(
            'central',
            data['central_node'],
            shape='ellipse',
            style='filled',
            fillcolor='#2196F3',
            fontcolor='white',
            fontsize='14'
        )
        
        # Process nodes
        for node in data['nodes']:
            node_id = node.get('id')
            label = node.get('label')
            relationship = node.get('relationship')
            
            # Validate node
            if not all([node_id, label, relationship]):
                raise ValueError(f"Invalid node: {node}")
                
            # Create main node
            dot.node(
                node_id,
                label,
                shape='box',
                style='filled',
                fillcolor='#4CAF50',
                fontcolor='white',
                fontsize='12'
            )
            
            # Connect to central node
            dot.edge(
                'central',
                node_id,
                label=relationship,
                color='#9C27B0',
                fontsize='10'
            )
            
            # Process subnodes
            for subnode in node.get('subnodes', []):
                sub_id = subnode.get('id')
                sub_label = subnode.get('label')
                sub_rel = subnode.get('relationship')
                
                if not all([sub_id, sub_label, sub_rel]):
                    raise ValueError(f"Invalid subnode: {subnode}")
                    
                dot.node(
                    sub_id,
                    sub_label,
                    shape='diamond',
                    style='filled',
                    fillcolor='#FF5722',
                    fontcolor='white',
                    fontsize='10'
                )
                
                dot.edge(
                    node_id,
                    sub_id,
                    label=sub_rel,
                    color='#E91E63',
                    fontsize='8'
                )

        # Save image
        filename = f"/tmp/concept_map_{hash(json_input)}.gv"
        dot.render(filename, format='png', cleanup=True)
        
        # Return Hugging Face compatible URL
        return f"/file={filename}.png"

    except json.JSONDecodeError:
        return "Error: Invalid JSON"
    except Exception as e:
        return f"Error: {str(e)}"

if __name__ == "__main__":
    demo = gr.Interface(
        fn=generate_concept_map,
        inputs=gr.Textbox(
            placeholder="Paste structured JSON here...",
            label="JSON Input",
            lines=15
        ),
        outputs=gr.Textbox(
            label="Image URL",
            placeholder="Concept map URL will be generated here"
        ),
        title="Concept Map Generator",
        description="Create concept maps from JSON (Claude compatible)"
    )
    
    # Hugging Face Spaces configuration
    demo.launch(
        mcp_server=True,
        share=False,
        server_port=int(os.getenv('PORT', 7860)),
        server_name="0.0.0.0"
    )