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import streamlit as st |
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import numpy as np |
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import plotly.graph_objects as go |
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st.title('Plant Fractal') |
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def generate_strange_attractor(num_points, a, b, c, d): |
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x, y, z = 0.1, 0.0, 0.0 |
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points = [] |
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for i in range(num_points): |
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x_dot = np.sin(y * a) - np.cos(x * b) |
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y_dot = np.sin(z * c) - np.cos(y * a) |
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z_dot = np.sin(x * d) - np.cos(z * c) |
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x += 0.1 * x_dot |
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y += 0.1 * y_dot |
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z += 0.1 * z_dot |
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points.append((x, y, z)) |
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x, y, z = zip(*points) |
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return go.Scatter3d(x=x, y=y, z=z, mode='lines', line=dict(width=1)) |
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def generate_julia_set(num_points, c): |
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def f(z, c): |
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return z**2 + c |
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x, y, z = np.zeros(num_points), np.zeros(num_points), np.zeros(num_points) |
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for i in range(1, num_points): |
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x[i], y[i], z[i] = f((x[i-1], y[i-1], z[i-1]), c) |
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return go.Scatter3d(x=x, y=y, z=z, mode='lines', line=dict(width=1)) |
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num_points = st.slider('How many points do you want to generate?', 1000, 100000, 10000) |
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fractal_type = st.selectbox('Select a fractal type', ('Strange Attractor', 'Julia Set')) |
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if fractal_type == 'Strange Attractor': |
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a = st.slider('a', 0.0, 2.0, 1.2) |
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b = st.slider('b', 0.0, 2.0, 0.6) |
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c = st.slider('c', 0.0, 2.0, 1.7) |
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d = st.slider('d', 0.0, 2.0, 1.5) |
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fig = go.Figure(generate_strange_attractor(num_points, a, b, c, d)) |
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fig.update_layout( |
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title='Strange Attractor Fractal', |
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scene=dict( |
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xaxis_title='X', |
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yaxis_title='Y', |
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zaxis_title='Z' |
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), |
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showlegend=False |
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) |
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else: |
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c = complex(st.slider('Real part of c', -2.0, 2.0, 0.4), st.slider('Imaginary part of c', -2.0, 2.0, 0.1)) |
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fig = go.Figure(generate_julia_set(num_points, c)) |
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fig.update_layout( |
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title='Julia Set Fractal', |
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scene=dict( |
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xaxis_title='X', |
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yaxis_title='Y', |
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zaxis_title='Z' |
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), |
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showlegend=False |
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) |
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st.plotly_chart(fig) |
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