DataSetAttributes

class DataSetAttributes(*args, **kwargs)

Python friendly wrapper of vtkDataSetAttributes.

This class provides the ability to pick one of the present arrays as the currently active array for each attribute type by implementing a dict like interface.

When adding data arrays but not desiring to set them as active scalars or vectors, use DataSetAttributes.set_array().

When adding directional data (such as velocity vectors), use DataSetAttributes.set_vectors().

When adding non-directional data (such as temperature values or multi-component scalars like RGBA values), use DataSetAttributes.set_scalars().

Changed in version 0.32.0: The [] operator no longer allows integers. Use DataSetAttributes.get_array() to retrieve an array using an index.

Parameters:

vtkobjectvtkFieldData

The vtk object to wrap as a :class:~pyvista.DataSetAttribute`, usually an instance of vtkCellData, vtkPointData, or vtkFieldData.

datasetvtkDataSet

The vtkDataSet containing the vtkobject.

associationFieldAssociation

The array association type of the vtkobject.

Notes

When printing out the point arrays, you can see which arrays are the active scalars, vectors, normals, and texture coordinates. In the arrays list, SCALARS denotes that these are the active scalars, VECTORS denotes that these arrays are tagged as the active vectors data (i.e. data with magnitude and direction) and so on.

Examples

Download Python source code | Download Jupyter notebook

Store data with point association in a DataSet.

>>> import pyvista as pv
>>> mesh = pv.Cube()
>>> mesh.point_data['my_data'] = range(mesh.n_points)
>>> data = mesh.point_data['my_data']
>>> data
pyvista_ndarray([0, 1, 2, 3, 4, 5, 6, 7])

Change the data array and show that this is reflected in the DataSet.

>>> data[:] = 0
>>> mesh.point_data['my_data']
pyvista_ndarray([0, 0, 0, 0, 0, 0, 0, 0])

Remove the array.

>>> del mesh.point_data['my_data']
>>> 'my_data' in mesh.point_data
False

Print the available arrays from dataset attributes.

>>> import numpy as np
>>> mesh = pv.Plane(i_resolution=1, j_resolution=1)
>>> mesh.point_data.set_array(range(4), 'my-data')
>>> mesh.point_data.set_array(range(5, 9), 'my-other-data')
>>> vectors0 = np.random.default_rng().random((4, 3))
>>> mesh.point_data.set_vectors(vectors0, 'vectors0')
>>> vectors1 = np.random.default_rng().random((4, 3))
>>> mesh.point_data.set_vectors(vectors1, 'vectors1')
>>> mesh.point_data
pyvista DataSetAttributes
Association     : POINT
Active Scalars  : None
Active Vectors  : vectors1
Active Texture  : TextureCoordinates
Active Normals  : Normals
Contains arrays :
    TextureCoordinates      float32    (4, 2)               TCOORDS
    Normals                 float32    (4, 3)               NORMALS
    my-data                 int64      (4,)
    my-other-data           int64      (4,)
    vectors1                float64    (4, 3)               VECTORS
    vectors0                float64    (4, 3)

Methods

DataSetAttributes.clear()	Remove all arrays in this object.
DataSetAttributes.get(key[, value])	Return the value of the item with the specified key.
DataSetAttributes.get_array(key)	Get an array in this object.
DataSetAttributes.items()	Return a list of (array name, array value) tuples.
DataSetAttributes.keys()	Return the names of the arrays as a list.
DataSetAttributes.pop(key[, default])	Remove an array and return it.
DataSetAttributes.remove(key)	Remove an array.
DataSetAttributes.set_array(data, name[, ...])	Add an array to this object.
DataSetAttributes.set_scalars(scalars[, ...])	Set the active scalars of the dataset with an array.
DataSetAttributes.set_vectors(vectors, name)	Set the active vectors of this data attribute.
DataSetAttributes.to_arrow()	Return this attribute set as a pyarrow.Table.
DataSetAttributes.to_pandas()	Return this attribute set as a pandas.DataFrame.
DataSetAttributes.update(array_dict[, copy])	Update arrays in this object from another dictionary or dataset attributes.
DataSetAttributes.values()	Return the arrays as a list.

Attributes

DataSetAttributes.active_normals	Return the normals.
DataSetAttributes.active_normals_name	Return the name of the normals array.
DataSetAttributes.active_scalars	Return the active scalars.
DataSetAttributes.active_scalars_name	Return name of the active scalars.
DataSetAttributes.active_texture_coordinates	Return the active texture coordinates array.
DataSetAttributes.active_texture_coordinates_name	Return the name of the active texture coordinates array.
DataSetAttributes.active_vectors	Return the active vectors as a pyvista_ndarray.
DataSetAttributes.active_vectors_name	Return name of the active vectors.
DataSetAttributes.valid_array_len	Return the length data should be when added to the dataset.