Create app.py

app.py

@@ -0,0 +1,48 @@
+import pandas
+import numpy
+import gradio
+import matplotlib.pyplot
+import matplotlib.collections
+
+data = pandas.read_csv("1-s2.0-S2352340918302014-mmc2.csv")
+
+def how_many_designs(team: int, participant: int):
+    n = len(numpy.unique(data[(data['Team'] == team) & (data['Participant'] == participant)]['Design']))
+    return gradio.Slider.update(1, n, step=1)
+
+def print_design(team: int, participant: int, design: int):
+    df = data[(data['Team'] == 1) & (data['Participant'] == 1) & (data['Design'] == design)]
+    nodes = df[df['Component'] > 0]
+    edges = df[df['Component'] < 0]
+    e1 = [int(x) for x in edges['Var1'].values]
+    e2 = [int(x) for x in edges['Var2'].values]
+    all_info = [e1, e2, [0]*len(e1)]
+    idx = numpy.array(all_info).transpose().flatten()
+    x = [None if i == 0 else nodes[nodes['Component'] == i]['Var1'].values[0] for i in idx]
+    y = [None if i == 0 else nodes[nodes['Component'] == i]['Var2'].values[0] for i in idx]
+    fig = matplotlib.pyplot.figure()
+    matplotlib.pyplot.plot(x, y)
+    matplotlib.pyplot.plot(nodes['Var1'].values, nodes['Var2'].values, linestyle='none', marker='o', label="")
+
+    matplotlib.pyplot.axis('equal')
+    matplotlib.pyplot.xlim([-6.0, 6.0])
+    matplotlib.pyplot.ylim([-3.0, 5.0])
+    return fig
+
+with gradio.Blocks() as demo:
+  with gradio.Row():
+    with gradio.Column():
+      team = gradio.Dropdown(choices=[str(i) for i in range(1,17)], value="1")
+      participant = gradio.Dropdown(choices=[str(i) for i in range(1,4)], value="1")
+      design = gradio.Slider(1, 100, step=1, value=1)
+    with gradio.Column():
+      output = gradio.Plot()
+
+    team.change(fn=how_many_designs, inputs=[team, participant], outputs=[design])
+    participant.change(fn=how_many_designs, inputs=[team, participant], outputs=[design])
+
+    participant.change(fn=print_design, inputs=[team, participant, design], outputs=[output])
+    team.change(fn=print_design, inputs=[team, participant, design], outputs=[output])
+    design.change(fn=print_design, inputs=[team, participant, design], outputs=[output])
+
+demo.launch(debug=True)