Create app.py
Browse files
app.py
ADDED
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import gradio as gr
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import json
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from graphviz import Digraph
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import os
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from typing import Dict, Any
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def generate_concept_map(json_input: str) -> str:
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"""
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Generates a concept map from structured JSON
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Args:
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json_input (str): JSON describing the concept map structure.
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Required format:
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{
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"central_node": "Main concept",
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"nodes": [
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{
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"id": "unique_identifier",
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"label": "Node label",
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"relationship": "Relationship to parent",
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"subnodes": [...] # Optional
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}
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]
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}
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Returns:
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str: Image URL (compatible with Hugging Face Spaces)
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Raises:
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ValueError: If JSON doesn't meet required format
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"""
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try:
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# Validate input
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if not json_input.strip():
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return "Error: Empty input"
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data = json.loads(json_input)
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# Validate basic structure
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if 'central_node' not in data or 'nodes' not in data:
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raise ValueError("Missing required fields: central_node or nodes")
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# Create graph
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dot = Digraph(
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name='ConceptMap',
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format='png',
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graph_attr={
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'rankdir': 'TB',
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'splines': 'ortho',
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'bgcolor': 'transparent'
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}
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)
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# Central node
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dot.node(
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'central',
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data['central_node'],
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shape='ellipse',
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style='filled',
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fillcolor='#2196F3',
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fontcolor='white',
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fontsize='14'
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)
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# Process nodes
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for node in data['nodes']:
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node_id = node.get('id')
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label = node.get('label')
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relationship = node.get('relationship')
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# Validate node
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if not all([node_id, label, relationship]):
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raise ValueError(f"Invalid node: {node}")
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# Create main node
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dot.node(
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node_id,
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label,
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shape='box',
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style='filled',
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fillcolor='#4CAF50',
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fontcolor='white',
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fontsize='12'
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)
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# Connect to central node
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dot.edge(
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'central',
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node_id,
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label=relationship,
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color='#9C27B0',
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fontsize='10'
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)
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# Process subnodes
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for subnode in node.get('subnodes', []):
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sub_id = subnode.get('id')
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sub_label = subnode.get('label')
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sub_rel = subnode.get('relationship')
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if not all([sub_id, sub_label, sub_rel]):
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raise ValueError(f"Invalid subnode: {subnode}")
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dot.node(
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sub_id,
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sub_label,
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shape='diamond',
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style='filled',
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fillcolor='#FF5722',
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fontcolor='white',
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fontsize='10'
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)
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dot.edge(
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node_id,
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sub_id,
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label=sub_rel,
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color='#E91E63',
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fontsize='8'
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)
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# Save image
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filename = f"/tmp/concept_map_{hash(json_input)}.gv"
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dot.render(filename, format='png', cleanup=True)
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# Return Hugging Face compatible URL
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return f"/file={filename}.png"
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except json.JSONDecodeError:
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return "Error: Invalid JSON"
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except Exception as e:
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return f"Error: {str(e)}"
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if __name__ == "__main__":
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demo = gr.Interface(
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fn=generate_concept_map,
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inputs=gr.Textbox(
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placeholder="Paste structured JSON here...",
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label="JSON Input",
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lines=15
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),
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outputs=gr.Textbox(
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label="Image URL",
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placeholder="Concept map URL will be generated here"
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),
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title="Concept Map Generator",
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description="Create concept maps from JSON (Claude compatible)"
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)
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# Hugging Face Spaces configuration
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demo.launch(
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mcp_server=True,
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share=False,
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server_port=int(os.getenv('PORT', 7860)),
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server_name="0.0.0.0"
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)
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