GridValues¶

class GridValues(data=None, unit=None, spin=None, spin_type=None, up_component_is_sum=None)

Constructor - for internal use.

Parameters: data (NLEngine.RealGrid3D | NLEngine.ComplexGrid3D) – The underlying backengine grid. unit (Unit) – The unit of the quantity stored on the grid. spin (Spin.All | Spin.Up | Spin.Down | Spin.RealUpDown | Spin.ImagUpDown | Spin.X | Spin.Y | Spin.Z | Spin.Sum) – The spin component. Default: Spin.All spin_type (NLEngine.UNPOLARIZED | NLEngine.POLARIZED | NLEngine.NONCOLLINEAR) – The spin type of the GridValues object. Default: NLEngine.UNPOLARIZED up_component_is_sum (bool) – In the case that spin_type is UNPOLARIZED, GridValues always assumes that the given data grid is the Spin.Sum grid. This flag determines how the Spin.Up/Spin.Down components are extracted from that grid. If this flag is true, the GridValues assumes the Spin.Up component is identical to the Spin.Sum component (as is e.g. the case for potential-type GridValues). As a result, a spin projection to Spin.Up or Spin.Down will return the originally given Spin.Sum data unchanged. If the flag is False, the Spin.Sum data will be divided by two when projecting to Spin.up or Spin.Down (as is the case for density-type GridValues). No effect if spin_type is not UNPOLARIZED. Default: False
axisProjection(projection_type='sum', axis='c', spin=None, projection_point=None, coordinate_type=<class 'NL.ComputerScienceUtilities.NLFlag._NLFlag.Fractional'>)

Get the values projected on one of the Cartesian axes.

Parameters: projection_type (str) – The type of projection to perform. Should be either ‘sum’ for the sum over the plane spanned by the two other axes. ‘average’ or ‘avg’ for the average value over the plane spanned by the two other axes. ‘line’ for the value along a line parallel to the axis and through a point specified by the projection_point parameter. Default: ‘sum’ axis (str) – The axis to project the data onto. Should be either ‘a’, ‘b’ or ‘c’. Default: ‘c’ spin (Spin.Sum | Spin.Z | Spin.X | Spin.Y | Spin.Up | Spin.Down | Spin.RealUpDown | Spin.ImagUpDown) – Which spin component to project on. Default: Spin.All projection_point (sequence, PhysicalQuantity) – Axis coordinates of the point through which to take a line if projection_type is ‘projection_point’. Must be given as a sequence of three coordinates [a, b, c]. It the numbers have units of length, they are first divided by the length of the respective primitive vectors [A, B, C], and then interpreted as fractional coordinates. Unitless coordinates are immidiately interpreted as fractional. coordinate_type (Fractional | Cartesian) – Flag to toggle if the returned axis values should be given in units of Angstrom (NLFlag.Cartesian) or in units of the norm of the axis primitive vector (NLFlag.Fractional). Default: Fractional A 2-tuple of 1D numpy.arrays containing the axis values and the projected data. tuple.
derivatives(x, y, z, spin=None)

Calculate the derivative in the point (x, y, z).

Parameters: x (PhysicalQuantity with type length.) – The Cartesian x coordinate. y (PhysicalQuantity with type length.) – The Cartesian y coordinate. z (PhysicalQuantity with type length.) – The Cartesian z coordinate. spin (Spin.All | Spin.Sum | Spin.X | Spin.Y | Spin.Z) – The spin component to project on. Default: The spin that the object was constructed with. The gradient at the specified point for the given spin. For Spin.All, a tuple with (Spin.Sum, Spin.X, Spin.Y, Spin.Z) components is returned. PhysicalQuantity
evaluate(x, y, z, spin=None)

Evaluate in the point (x, y, z).

Parameters: x (PhysicalQuantity with type length) – The Cartesian x coordinate. y (PhysicalQuantity with type length) – The Cartesian y coordinate. z (PhysicalQuantity with type length) – The Cartesian z coordinate. spin (Spin.All | Spin.Sum | Spin.X | Spin.Y | Spin.Z) – The spin component to project on. Default: The spin that the object was constructed with. The value at the specified point for the given spin. For Spin.All, a tuple with (Spin.Sum, Spin.X, Spin.Y, Spin.Z) components is returned. PhysicalQuantity
gridCoordinate(i, j, k)

Return the coordinate for a given grid index.

Parameters: i (int) – The grid index in the A direction. j (int) – The grid index in the B direction. k (int) – The grid index in the C direction. The Cartesian coordinate of the given grid index. PhysicalQuantity of type length.
metatext()
Returns: The metatext of the object or None if no metatext is present. str | unicode | None
nlprint(stream=None)

Print a string containing an ASCII table useful for plotting the AnalysisSpin object.

Parameters: stream (python stream) – The stream the table should be written to. Default: NLPrintLogger()
primitiveVectors()
Returns: The primitive vectors of the grid. PhysicalQuantity of type length.
scale(scale)

Scale the field with a float.

Parameters: scale (float) – The parameter to scale with.
setMetatext(metatext)

Set a given metatext string on the object.

Parameters: metatext (str | unicode | None) – The metatext string that should be set. A value of “None” can be given to remove the current metatext.
shape()
Returns: The number of grid points in each direction. tuple of three int.
spinProjection(spin=None)

Construct a new GridValues object with the values of this object projected on a given spin component.

Parameters: spin (Spin.All | Spin.Sum | Spin.X | Spin.Y | Spin.Z | Spin.Up | Spin.Down | Spin.RealUpDown | Spin.ImagUpDown) – The spin component to project on. Default: The spin the object was created with. If the spin was Spin.All, Spin.Sum will be used for the projection. A new GridValues object for the specified spin. GridValues
toArray()
Returns: The values of the grid as a numpy array slicing off any units. numpy.array
unit()
Returns: The unit of the data in the grid. A physical unit.
unitCell()
Returns: The unit cell of the grid. PhysicalQuantity of type length.
volumeElement()
Returns: The volume element of the grid represented by three vectors. PhysicalQuantity of type length.

Usage Examples¶

The different spin components of the grid can be extracted and manipulated:

# Extract spin components from electron density.
spin_up   = electron_density.spinProjection(spin=Spin.Up)
spin_down = electron_density.spinProjection(spin=Spin.Down)
spin_sum  = electron_density.spinProjection(spin=Spin.Sum)

# Get data as numpy arrays.
up = spin_up.toArray()
down = spin_down.toArray()
sums = spin_sum.toArray()

# Print the total electron density for each component.
print "Up       ", (up).sum()
print "Down     ", (down).sum()
print
print "Up + Down", (up + down).sum()
print "Sum      ", (sums).sum()


The GridValues constructor is made for internal use. Constructing a generic grid must be done using the gridValues() function:

# Setup generic grid values object with random data.
data = numpy.random.random([30, 30, 30]) * Angstrom**-3
cell = SimpleCubic(4.0*Angstrom)
grid_values = gridValues(data, cell)


Notes¶

The following classes inherit from the GridValues object: