Mumax3Drive#

class micromagneticdata.Mumax3Drive(name, number, dirname='.', x=None, use_cache=False, **kwargs)#

Drive class for Mumax3Drives (created automatically).

This class provides utility for the analysis of individual mumax3 drives. It should not be created explicitly. Instead, use micromagneticdata.Drive which automatically creates a drive object of the correct sub-type.

Parameters:

name (str) – System’s name.
number (int) – Drive number.
dirname (str, optional) – Directory in which system’s data is saved. Defults to './'.
x (str, optional) – Independent variable column name. Defaults to None and depending on the driver used, one is found automatically.
use_cache (bool, optional) – If True the Drive object will read tabular data and the names and number of magnetisation files only once. Note: this prevents Drive to detect new data when looking at the output of a running simulation. If set to False the data is read every time the user accesses it. Defaults to False.

Raises:

IOError – If the drive directory cannot be found.

Examples

Getting drive object.

>>> import os
>>> import micromagneticdata as md
...
>>> dirname = os.path.join(os.path.dirname(__file__), 'tests', 'test_sample')
>>> drive = md.Drive(name='rectangle', number=1, dirname=dirname)
>>> drive
Mumax3Drive(...)

Methods

`__dir__`	Default dir() implementation.
`__eq__`	Return self==value.
`__getitem__`	Magnetisation field of an individual step or subpart of the drive.
`__iter__`	Iterator.
`__lshift__`	Concatenate multiple drives of the same type.
`__repr__`	Representation string.
`ovf2vtk`	OVF to VTK conversion.
`register_callback`	Register a callback to which a field is passed before being returned.
`slider`	Widget for selecting individual steps.
`to_xarray`	Export `micromagneticdata.Drive` as `xarray.DataArray`

Properties

`calculator_script`	MIF file.
`callbacks`	Return all registered callbacks.
`dirname`	Descriptor allowing setting attributes only with values of a certain type.
`hv`	Plot interface, Holoviews/hvplot based.
`info`	Drive information.
`m0`	Inital magnetisation.
`n`	Number of steps.
`name`	Descriptor allowing setting attributes only with values of a certain type.
`number`	Descriptor allowing setting attributes only with scalars (`numbers.Real`).
`table`	Table object.
`use_cache`	Use caching for scalar data and the list of magnetisation files.
`x`	Independent variable name.

__repr__()#

Representation string.

Returns:: Representation string.
Return type:: str

Examples

Representation string.

>>> import os
>>> import micromagneticdata as md
...
>>> dirname = os.path.join(os.path.dirname(__file__), 'tests', 'test_sample')
>>> drive = md.Drive(name='rectangle', number=1, dirname=dirname)
>>> drive
Mumax3Drive(name='rectangle', number=1, dirname='...test_sample', x='t')

property calculator_script#

MIF file. This property returns a string with the content of MIF file.

Returns:: MIF file content.
Return type:: str

Examples

Getting MIF file.

>>> import os
>>> import micromagneticdata as md
...
>>> dirname = os.path.join(os.path.dirname(__file__), 'tests', 'test_sample')
>>> drive = md.Drive(name='rectangle', number=6, dirname=dirname)
>>> drive.calculator_script
'# MIF 2...'

Getting mx3 file

TODO add mumax3 output to the pre-computed data

property x#

Independent variable name.

Parameters:: value (str) – Independent variable name.
Returns:: Representation string.
Return type:: str
Raises:: ValueError – If the column name does not exist in table.

Examples

Getting and setting independent variable name.

>>> import os
>>> import micromagneticdata as md
...
>>> dirname = os.path.join(os.path.dirname(__file__), 'tests', 'test_sample')
>>> drive = md.Data(name='hysteresis', dirname=dirname)[0]
>>> drive.x
'B_hysteresis'
>>> drive.x = 'Bx_hysteresis'