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3d-camera-controls.md

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How to Control the Camera in your 3D Charts in Python with Plotly.
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3D Camera Controls
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python/3d-camera-controls/
thumbnail/3d-camera-controls.jpg

How camera controls work

The camera position and direction is determined by three vectors: up, center, eye. Their coordinates refer to the 3-d domain, i.e., (0, 0, 0) is always the center of the domain, no matter data values. The eye vector determines the position of the camera. The default is $(x=1.25, y=1.25, z=1.25)$.

The up vector determines the up direction on the page. The default is $(x=0, y=0, z=1)$, that is, the z-axis points up.

The projection of the center point lies at the center of the view. By default it is $(x=0, y=0, z=0)$.

Default parameters

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=40, r=0, l=20, b=20) ) name='default'# Default parameters which are used when `layout.scene.camera` is not providedcamera=dict( up=dict(x=0, y=0, z=1), center=dict(x=0, y=0, z=0), eye=dict(x=1.25, y=1.25, z=1.25) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

Changing the camera position by setting the eye parameter

Lower the View Point

by setting eye.z to a smaller value.

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) name='eye = (x:2, y:2, z:0.1)'camera=dict( eye=dict(x=2, y=2, z=0.1) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

X-Z plane

set eye.x and eye.z to zero

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) name='eye = (x:0., y:2.5, z:0.)'camera=dict( eye=dict(x=0., y=2.5, z=0.) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

Y-Z plane

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) name='eye = (x:2.5, y:0., z:0.)'camera=dict( eye=dict(x=2.5, y=0., z=0.) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

View from Above (X-Y plane)

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) name='eye = (x:0., y:0., z:2.5)'camera=dict( eye=dict(x=0., y=0., z=2.5) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

Zooming In

... by placing the camera closer to the origin (eye with a smaller norm)

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) name='eye = (x:0.1, y:0.1, z:1.5)'camera=dict( eye=dict(x=0.1, y=0.1, z=1.5) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

Tilting the camera vertical by setting the up parameter

Tilt camera by changing the up vector: here the vertical of the view points in the x direction.

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) name='eye = (x:0., y:2.5, z:0.), point along x'camera=dict( up=dict(x=1, y=0., z=0), eye=dict(x=0., y=2.5, z=0.) ) fig.update_layout(scene_camera=camera, title=name) fig.show()

Note when up does not correspond to the direction of an axis, you also need to set layout.scene.dragmode='orbit'.

importmathimportplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=30, r=0, l=20, b=10) ) angle=math.pi/4# 45 degreesname='vertical is along y+z'camera=dict( up=dict(x=0, y=math.cos(angle), z=math.sin(angle)), eye=dict(x=2, y=0, z=0) ) fig.update_layout(scene_camera=camera, scene_dragmode='orbit', title=name) fig.show()

Changing the focal point by setting center

You can change the focal point (a point which projection lies at the center of the view) by setting the center parameter of camera. Note how a part of the data is cropped below because the camera is looking up.

importplotly.graph_objectsasgoimportpandasaspd# Read data from a csvz_data=pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/api_docs/mt_bruno_elevation.csv') fig=go.Figure(data=go.Surface(z=z_data, showscale=False)) fig.update_layout( title=dict(text='Mt Bruno Elevation'), width=400, height=400, margin=dict(t=25, r=0, l=20, b=30) ) name='looking up'camera=dict( center=dict(x=0, y=0, z=0.7)) fig.update_layout(scene_camera=camera, title=name) fig.show()

Reference

See https://plotly.com/python/reference/layout/scene/#layout-scene-camera for more information and chart attribute options!

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