Visualization#

This section lists modules for creating and editing data outside AEDT.

Plot fields and data outside AEDT#

PyAEDT supports external report capabilities available with installed third-party packages like numpy, pandas, matplotlib, and pyvista.

`solutions.SolutionData`	Contains information from the `GetSolutionDataPerVariation()` method.
`solutions.FieldPlot`	Provides for creating and editing field plots.

Plot 3D objects and fields#

ModelPlotter is a class that benefits of pyvista package and allows to generate models and 3D plots.

ModelPlotter

Manages the data to be plotted with pyvista.

Plot touchstone data outside AEDT#

TouchstoneData class is based on scikit-rf package and allows advanced touchstone post-processing. The following methods allows to read and check touchstone files.

`read_touchstone`	Load the contents of a Touchstone file into an NPort.
`check_touchstone_files`	Check passivity and causality for all Touchstone files included in the folder.

Using the above methods you are getting an object of a class TouchstoneData. The class TouchstoneData is based on scikit-rf, Additional methods are added to provide easy access to touchstone curves.

`TouchstoneData.get_insertion_loss_index`	Get all insertion losses.
`TouchstoneData.plot_insertion_losses`	Plot all insertion losses.
`TouchstoneData.plot`	Plot a list of curves.
`TouchstoneData.plot_return_losses`	Plot all return losses.
`TouchstoneData.get_mixed_mode_touchstone_data`	Transform network from single ended parameters to generalized mixed mode parameters.
`TouchstoneData.get_return_loss_index`	Get the list of all the Returnloss from a list of exctitations.
`TouchstoneData.get_insertion_loss_index_from_prefix`	Get the list of all the Insertion Losses from prefix.
`TouchstoneData.get_next_xtalk_index`	Get the list of all the Near End XTalk a list of excitation.
`TouchstoneData.get_fext_xtalk_index_from_prefix`	Get the list of all the Far End XTalk from a list of exctitations and a prefix that will be used to retrieve driver and receivers names.
`TouchstoneData.plot_next_xtalk_losses`	Plot all next crosstalk curves.
`TouchstoneData.plot_fext_xtalk_losses`	Plot all fext crosstalk curves.
`TouchstoneData.get_worst_curve`	Analyze a solution data object with multiple curves and find the worst curve.

Here an example on how to use TouchstoneData class.

from pyaedt.generic.touchstone_parser import TouchstoneData

ts1 = TouchstoneData(touchstone_file=os.path.join(test_T44_dir, "port_order_1234.s8p"))
assert ts1.get_mixed_mode_touchstone_data()
ts2 = TouchstoneData(touchstone_file=os.path.join(test_T44_dir, "port_order_1324.s8p"))
assert ts2.get_mixed_mode_touchstone_data(port_ordering="1324")

assert ts1.plot_insertion_losses(plot=False)
assert ts1.get_worst_curve(curve_list=ts1.get_return_loss_index(), plot=False)
...

Farfield#

PyAEDT offers sophisticated tools for advanced farfield post-processing. There are two complementary classes: FfdSolutionDataExporter and FfdSolutionData.

FfdSolutionDataExporter: Enables efficient export and manipulation of farfield data. It allows users to convert simulation results into a standard metadata format for further analysis, or reporting.
FfdSolutionData: Focuses on the direct access and processing of farfield solution data. It supports a comprehensive set of postprocessing operations, from visualizing radiation patterns to computing key performance metrics.

`FfdSolutionDataExporter`	Class to enable export of embedded element pattern data from HFSS.
`FfdSolutionData`	Provides antenna far-field data.

This code shows how you can get the farfield data and perform some post-processing:

import pyaedt
from pyaedt.generic.farfield_visualization import FfdSolutionDataExporter
app = pyaedt.Hfss()
ffdata = app.get_antenna_data(frequencies=None,
                              setup="Setup1 : Sweep",
                              sphere="3D",
                              variations=None,
                              overwrite=False,
                              link_to_hfss=True,
                              export_touchstone=True)
incident_power = ffdata.incident_power
ffdata.plot_cut(primary_sweep="Theta", theta=0)
ffdata.plot_contour(polar=True)
ffdata.plot_3d(show_geometry=False)
app.release_desktop(False, False)

If you exported the farfield data previously,you can directly get the farfield data:

from pyaedt.generic.farfield_visualization import FfdSolutionData
input_file = r"path_to_ffd\pyaedt_antenna_metadata.json"
ffdata = FfdSolutionData(input_file)
incident_power = ffdata.incident_power
ffdata.plot_cut(primary_sweep="Theta", theta=0)
ffdata.plot_contour(polar=True)
ffdata.plot_3d(show_geometry=False)
app.release_desktop(False, False)

The following diagram shows both classes work. You can use them independently or from the get_antenna_data method.

If you have existing farfield data, or you want to export it manually, you can still use FfdSolutionData class.

Heterogeneous data message#

Heterogeneous data message (HDM) is the file exported from SBR+ solver containing rays information. The following methods allows to read and plot rays information.

`hdm_parser.Parser`	Parser class that loads an HDM-format export file from HFSS SBR+, interprets its header and its binary content.
`plot.HDMPlotter`	Manages Hdm data to be plotted with `pyvista`.