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Runtime error
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Create app.py
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app.py
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import random
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import gradio as gr
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import numpy as np
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import matplotlib.pyplot as plt
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import networkx as nx
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from matplotlib.colors import to_hex
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import threading
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lock = threading.Lock()
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class Node:
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def __init__(self, x, y, value=1.0):
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self.x = x
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self.y = y
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self.value = value
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self.connections = []
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def connect(self, other_node):
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if other_node not in self.connections:
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self.connections.append(other_node)
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def grow(self, increment=0.1):
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self.value = min(self.value + increment, 5.0)
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class Network:
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def __init__(self):
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self.nodes = []
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def add_node(self, x, y):
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with lock:
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new_node = Node(x, y, value=random.uniform(1.0, 2.0))
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self.nodes.append(new_node)
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return new_node
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def connect_nodes(self, distance_threshold=75):
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with lock:
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for node1 in self.nodes:
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for node2 in self.nodes:
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if node1 != node2 and self.distance(node1, node2) < distance_threshold:
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node1.connect(node2)
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def grow_nodes(self):
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with lock:
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for node in self.nodes:
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node.grow()
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def reset(self):
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with lock:
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self.nodes = []
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def render(self):
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with lock:
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G = nx.Graph()
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for i, node in enumerate(self.nodes):
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G.add_node(i, pos=(node.x, node.y), size=node.value*100, color=self.get_color(node.value))
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for i, node in enumerate(self.nodes):
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for conn in node.connections:
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j = self.nodes.index(conn)
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G.add_edge(i, j)
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pos = nx.get_node_attributes(G, 'pos')
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sizes = [data['size'] for _, data in G.nodes(data=True)]
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colors = [data['color'] for _, data in G.nodes(data=True)]
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plt.figure(figsize=(8,8))
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nx.draw(G, pos, with_labels=False, node_size=sizes, node_color=colors, edge_color="gray")
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plt.axis('off')
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plt.tight_layout()
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plt.savefig("network.png")
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plt.close()
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return "network.png"
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@staticmethod
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def get_color(value):
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gradient = plt.cm.coolwarm
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return to_hex(gradient(value / 5))
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@staticmethod
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def distance(node1, node2):
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return np.sqrt((node1.x - node2.x)**2 + (node1.y - node2.y)**2)
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network = Network()
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def interact_network(x, y):
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network.add_node(x, y)
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network.connect_nodes()
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network.grow_nodes()
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return network.render()
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def random_node():
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x, y = random.randint(50, 450), random.randint(50, 450)
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return interact_network(x, y)
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def reset_network():
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network.reset()
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return network.render()
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with gr.Blocks() as demo:
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gr.Markdown("# Compassion Network (Docker Example)")
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gr.Markdown("Add nodes and watch them grow and connect. Click Reset to start over.")
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with gr.Row():
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with gr.Column():
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x_input = gr.Number(label="X Position", value=random.randint(50,450))
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y_input = gr.Number(label="Y Position", value=random.randint(50,450))
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add_button = gr.Button("Add Node")
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random_button = gr.Button("Add Random Node")
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reset_button = gr.Button("Reset Network")
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with gr.Column():
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graph_output = gr.Image("network.png", interactive=False)
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# Render an initial blank network image
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network.render()
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add_button.click(interact_network, inputs=[x_input, y_input], outputs=graph_output)
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random_button.click(random_node, inputs=None, outputs=graph_output)
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reset_button.click(reset_network, inputs=None, outputs=graph_output)
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if __name__ == "__main__":
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# Run on port 7860; required for Spaces
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demo.launch(server_name="0.0.0.0", server_port=7860)
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