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import graphviz |
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import json |
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from tempfile import NamedTemporaryFile |
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import os |
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def generate_network_graph(json_input: str, output_format: str) -> str: |
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""" |
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Generates a network graph from JSON input. |
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Args: |
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json_input (str): A JSON string describing the network graph structure. |
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It must follow the Expected JSON Format Example below. |
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Expected JSON Format Example: |
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{ |
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"nodes": [ |
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{ |
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"id": "server1", |
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"label": "Web Server", |
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"type": "server" |
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}, |
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{ |
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"id": "db1", |
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"label": "Database", |
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"type": "database" |
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}, |
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{ |
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"id": "user1", |
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"label": "User", |
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"type": "user" |
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}, |
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{ |
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"id": "service1", |
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"label": "API Service", |
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"type": "service" |
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} |
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], |
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"connections": [ |
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{ |
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"from": "user1", |
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"to": "server1", |
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"label": "HTTP Request", |
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"weight": 2 |
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}, |
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{ |
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"from": "server1", |
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"to": "service1", |
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"label": "API Call", |
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"weight": 3 |
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}, |
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{ |
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"from": "service1", |
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"to": "db1", |
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"label": "Query", |
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"weight": 1 |
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} |
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] |
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} |
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Returns: |
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str: The filepath to the generated PNG image file. |
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""" |
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try: |
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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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if 'nodes' not in data or 'connections' not in data: |
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raise ValueError("Missing required fields: nodes or connections") |
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dot = graphviz.Graph( |
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name='NetworkGraph', |
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format='png', |
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engine='neato', |
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graph_attr={ |
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'overlap': 'false', |
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'splines': 'true', |
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'bgcolor': 'white', |
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'pad': '1.0', |
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'layout': 'neato', |
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'sep': '+20', |
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'esep': '+10', |
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'nodesep': '1.5', |
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'concentrate': 'false', |
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'maxiter': '1000' |
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}, |
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node_attr={ |
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'fixedsize': 'false' |
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}, |
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edge_attr={ |
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'labeldistance': '3.0', |
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'labelangle': '15', |
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'labelfloat': 'true' |
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} |
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) |
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type_colors = { |
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'server': '#BEBEBE', |
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'service': '#B8D4F1', |
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'database': '#A8E6CF', |
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'user': '#FFF9C4', |
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'default': '#BEBEBE' |
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} |
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nodes = data.get('nodes', []) |
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connections = data.get('connections', []) |
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for node in nodes: |
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node_id = node.get('id') |
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label = node.get('label') |
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node_type = node.get('type', 'default') |
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if not all([node_id, label]): |
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raise ValueError(f"Invalid node: {node}") |
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node_color = type_colors.get(node_type, type_colors['default']) |
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font_color = 'black' |
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if node_type == 'server': |
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shape = 'box' |
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style = 'filled,rounded' |
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elif node_type == 'database': |
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shape = 'cylinder' |
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style = 'filled,rounded' |
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elif node_type == 'user': |
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shape = 'ellipse' |
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style = 'filled,rounded' |
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elif node_type == 'service': |
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shape = 'hexagon' |
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style = 'filled,rounded' |
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else: |
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shape = 'circle' |
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style = 'filled,rounded' |
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dot.node( |
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node_id, |
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label, |
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shape=shape, |
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style=style, |
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fillcolor=node_color, |
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fontcolor=font_color, |
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fontsize='12' |
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) |
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for connection in connections: |
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from_node = connection.get('from') |
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to_node = connection.get('to') |
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label = connection.get('label', '') |
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weight = connection.get('weight', 1) |
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if not all([from_node, to_node]): |
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raise ValueError(f"Invalid connection: {connection}") |
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penwidth = str(max(1, min(5, weight))) |
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dot.edge( |
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from_node, |
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to_node, |
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label=label, |
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color='#4a4a4a', |
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fontcolor='#4a4a4a', |
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fontsize='8', |
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penwidth=penwidth, |
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labeldistance='2.5', |
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labelangle='10', |
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labelfloat='true' |
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) |
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with NamedTemporaryFile(delete=False, suffix=f'.{output_format}') as tmp: |
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dot.render(tmp.name, format=output_format, cleanup=True) |
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return f"{tmp.name}.{output_format}" |
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except json.JSONDecodeError: |
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return "Error: Invalid JSON format" |
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except Exception as e: |
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return f"Error: {str(e)}" |