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Improve boid flockers (Solara) visualisation with direction and colors #86

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EwoutH opened this issue Jan 21, 2024 · 1 comment
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@EwoutH
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EwoutH commented Jan 21, 2024

The boid flockers example can be improved with (Solara) visualisation that includes the direction and colors for the boids. It would be nice to have an arrow-like shape to know the direction, and either random colors or to let them take the colors of a group/leader.

Here's an example, in matplotlib, from an old exam we used:

Screenshot_351

# set the colormap we will use for plotting
bwr = plt.get_cmap("gist_rainbow")

def draw_boids(model):
    x_vals = []
    y_vals = []
    u_vals = []
    v_vals = []
    colors = []  # List to hold the color for each agent

    # Generate unique colors with saturation and transparency
    # Use a colormap with high saturation, such as "hsv"
    cmap = plt.get_cmap("hsv")
    n_agents = len(model.schedule.agents)
    color_indices = np.linspace(0, 1, n_agents)

    for i, boid in enumerate(model.schedule.agents):
        x, y = boid.pos
        u, v = boid.direction_vector
        x_vals.append(x)
        y_vals.append(y)
        u_vals.append(u)
        v_vals.append(v)
        
        # Assign a color with transparency; alpha value less than 1 introduces transparency
        colors.append(cmap(color_indices[i])[:3] + (0.6,))  # Change 0.6 to the desired transparency

    fig = plt.figure(figsize=(7, 7))
    ax = fig.add_subplot(111)

    # Use quiver with colors
    q = ax.quiver(x_vals, y_vals, u_vals, v_vals, color=colors, angles='xy', pivot='mid',
                  headaxislength=8, headlength=10, headwidth=7, scale=35)

    # The call to `embed_identity` is not changed.
    embed_identity(ax, student_name, student_number)

draw_boids(model)
@EwoutH
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EwoutH commented Jan 22, 2024

@quaquel you might also find this interesting for your exam model.

(also Igor recently based an exam on the Boid model, if you want some inspiration)

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