Plotly subplots¶

In [1]:

import numpy as np
import plotly.graph_objects as go
from plotly.subplots import make_subplots

import arcadia_pycolor as apc

apc.plotly.setup()

x_data = np.random.randint(1, 100, 100)
y_data = np.random.randint(1, 100, 100)
z_data = np.random.randint(1, 100, 100)

colorbar_styles = apc.plotly.get_arcadia_styles()["coloraxis"]["colorbar"]

bar_trace = go.Bar(x=x_data, y=y_data, marker_color=apc.colors.tumbleweed)

heatmap_trace = go.Heatmap(
    z=z_data.reshape(10, 10),
    colorscale=apc.gradients.magma.to_plotly_colorscale(),
    colorbar=dict(**colorbar_styles),
)

scatter_trace_2d = go.Scatter(
    x=x_data,
    y=y_data,
    marker=dict(
        color=z_data,
        colorscale=apc.gradients.magma.to_plotly_colorscale(),
    ),
    mode="markers",
)

scatter_trace_3d = go.Scatter3d(
    x=x_data,
    y=y_data,
    z=z_data,
    mode="markers",
    marker=dict(
        size=3,
        color=z_data,
        colorscale=apc.gradients.magma.to_plotly_colorscale(),
    ),
)

import numpy as np import plotly.graph_objects as go from plotly.subplots import make_subplots import arcadia_pycolor as apc apc.plotly.setup() x_data = np.random.randint(1, 100, 100) y_data = np.random.randint(1, 100, 100) z_data = np.random.randint(1, 100, 100) colorbar_styles = apc.plotly.get_arcadia_styles()["coloraxis"]["colorbar"] bar_trace = go.Bar(x=x_data, y=y_data, marker_color=apc.colors.tumbleweed) heatmap_trace = go.Heatmap( z=z_data.reshape(10, 10), colorscale=apc.gradients.magma.to_plotly_colorscale(), colorbar=dict(**colorbar_styles), ) scatter_trace_2d = go.Scatter( x=x_data, y=y_data, marker=dict( color=z_data, colorscale=apc.gradients.magma.to_plotly_colorscale(), ), mode="markers", ) scatter_trace_3d = go.Scatter3d( x=x_data, y=y_data, z=z_data, mode="markers", marker=dict( size=3, color=z_data, colorscale=apc.gradients.magma.to_plotly_colorscale(), ), )

1. Figure with 2D subplots¶

In [2]:

fig = make_subplots(rows=1, cols=2, specs=[[{"type": "xy"}, {"type": "xy"}]])

fig.add_trace(bar_trace, row=1, col=1)
fig.add_trace(heatmap_trace, row=1, col=2)

apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=1)
apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=2)

apc.plotly.hide_axis_lines(fig, row=1, col=2)
fig.update_layout(height=350)
fig.show()

fig = make_subplots(rows=1, cols=2, specs=[[{"type": "xy"}, {"type": "xy"}]]) fig.add_trace(bar_trace, row=1, col=1) fig.add_trace(heatmap_trace, row=1, col=2) apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=1) apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=2) apc.plotly.hide_axis_lines(fig, row=1, col=2) fig.update_layout(height=350) fig.show()

2. Figure with 3D subplots¶

In [3]:

fig = make_subplots(rows=1, cols=2, specs=[[{"type": "scene"}, {"type": "scene"}]])

fig.add_trace(scatter_trace_3d, row=1, col=1)
fig.add_trace(scatter_trace_3d, row=1, col=2)

apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=1)
apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=2)

apc.plotly.hide_axis_lines(fig, row=1, col=2)
fig.update_layout(height=350, showlegend=False)
fig.show()

fig = make_subplots(rows=1, cols=2, specs=[[{"type": "scene"}, {"type": "scene"}]]) fig.add_trace(scatter_trace_3d, row=1, col=1) fig.add_trace(scatter_trace_3d, row=1, col=2) apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=1) apc.plotly.style_plot(fig, monospaced_axes="all", row=1, col=2) apc.plotly.hide_axis_lines(fig, row=1, col=2) fig.update_layout(height=350, showlegend=False) fig.show()

3. Figure with 2D and 3D subplots¶

In [4]:

fig = make_subplots(
    rows=2,
    cols=2,
    specs=[[{"type": "xy"}, {"type": "xy"}], [{"type": "xy"}, {"type": "scene"}]],
)

fig.add_trace(bar_trace, row=1, col=1)
fig.add_trace(heatmap_trace, row=1, col=2)
fig.add_trace(scatter_trace_2d, row=2, col=1)
fig.add_trace(scatter_trace_3d, row=2, col=2)

for i in range(1, 3):
    for j in range(1, 3):
        apc.plotly.style_plot(fig, monospaced_axes="all", row=i, col=j)

apc.plotly.hide_axis_lines(fig, row=1, col=2)

fig.update_layout(height=700, showlegend=False)
fig.show()

fig = make_subplots( rows=2, cols=2, specs=[[{"type": "xy"}, {"type": "xy"}], [{"type": "xy"}, {"type": "scene"}]], ) fig.add_trace(bar_trace, row=1, col=1) fig.add_trace(heatmap_trace, row=1, col=2) fig.add_trace(scatter_trace_2d, row=2, col=1) fig.add_trace(scatter_trace_3d, row=2, col=2) for i in range(1, 3): for j in range(1, 3): apc.plotly.style_plot(fig, monospaced_axes="all", row=i, col=j) apc.plotly.hide_axis_lines(fig, row=1, col=2) fig.update_layout(height=700, showlegend=False) fig.show()