toleranceMap.py

import plotly.graph_objects as go
from statistics import mean

height = 1
nodes = []
tolerance = []
with open("Index.csv") as f:
    for i, line in enumerate(f):
        if int(line.split(",")[0]) == height:
            nodes.append(
                (
                    float(line.split(",")[2]),
                    float(line.split(",")[3]),
                    float(line.split(",")[4]),
                    float(line.split(",")[5]),
                    round(float(line.split(",")[6]), 2),
                )
            )
            tolerance.append(nodes[-1][4])
        # if i == 10000: break

maxTol = max(tolerance)
minTol = min(tolerance)
meanTol = round(mean(tolerance), 2)

fig = go.Figure()

# Set axes properties
fig.update_xaxes(
    range=[-200, 200],
    showgrid=False,
    zeroline=False,
    mirror=True,
    ticks="outside",
    showline=True,
    linecolor="black",
)
fig.update_yaxes(
    range=[-100, 100],
    showgrid=False,
    zeroline=False,
    mirror=True,
    ticks="outside",
    showline=True,
    linecolor="black",
)

# Add shapes
for n in nodes:
    alpha = (n[4] - minTol) / (maxTol - minTol)
    fig.add_trace(
        go.Scatter(
            mode="lines",
            x=[n[0], n[0], n[2], n[2], n[0]],
            y=[n[1], n[3], n[3], n[1], n[1]],
            fill="toself",
            name="",
            text=str(n[4]),
            fillcolor="rgba(255,143,0," + str(alpha) + ")",
            line=dict(color="black", width=0.25),
        )
    )

fig.add_trace(
    go.Scatter(
        x=[None],
        y=[None],
        mode="markers",
        marker=dict(
            cmin=0,
            cmax=1,
            colorscale=[[0, "rgba(255,143,0,0)"], [1, "rgba(255,143,0,1)"]],
            showscale=True,
            colorbar=dict(
                title="Node tolerance",
                tickvals=[0, meanTol, 1],
                ticktext=[
                    str(minTol) + " (Min)",
                    str(meanTol) + " (Mean)",
                    str(maxTol) + " (Max)",
                ],
                ticks="outside",
            ),
        ),
    )
)

# fig.update_shapes(dict(xref='x', yref='y', line=dict(color="black")))
fig.update_layout(
    showlegend=False,
    title="Tolerance map at height=0 for 1:1 read-write workload",
    xaxis_title="Longitude",
    yaxis_title="Latitude",
    font_size=6,
    plot_bgcolor="white",
    height=720,
    width=1440,
)
fig.write_image(file="Index.png")