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Title: Allow signal names to be used for time/freq responses and subsystem indexing by murrayrm · Pull Request #1069 · python-control/python-control · GitHub

Open Graph Title: Allow signal names to be used for time/freq responses and subsystem indexing by murrayrm · Pull Request #1069 · python-control/python-control

X Title: Allow signal names to be used for time/freq responses and subsystem indexing by murrayrm · Pull Request #1069 · python-control/python-control

Description: This PR adds the ability to access response signals and subsystem inputs and outputs using signal names. As described in the documentation: Time signal indexing: The input, output, and state elements of the response can be access using signal names in place of integer offsets:: plt.plot(response. time, response.states['x[1]'] For multi-trace systems generated by :func:step_response and :func:impulse_response, the input name used to generate the trace can be used to access the appropriate input output pair:: plt.plot(response.time, response.outputs['y[0]', 'u[1]']) Frequency response indexing: Frequency response objects are also available as named properties of the response object: response.magnitude, response.phase, and response.response (for the complex response). For MIMO systems, these elements of the frequency response can be accessed using the names of the inputs and outputs:: response.magnitude['y[0]', 'u[1]'] where the signal names are based on the system that generated the frequency response. Subsystem indexing: Subsets of input/output pairs for LTI systems can be obtained by indexing the system using either numerical indices (including slices) or signal names:: subsys = sys[[0, 2], 0:2] subsys = sys[['y[0]', 'y[2]'], ['u[0]', 'u[1]']] Signal names for an indexed subsystem are preserved from the original system and the subsystem name is set according to the values of control.config.defaults['iosys.indexed_system_name_prefix'] and control.config.defaults['iosys.indexed_system_name_suffix']`. The default subsystem name is the original system name with '$indexed' appended. Summary of changes: Signals are now returned as a NamedSignal object, which is a subclass of np.ndarray that overrides the __getitem__ method to allow processing of signal names via the _parse_key method. All signal/subsystem indexing now allows integers, strings (new), lists of integers or strings (new), or slices. Refactored code for processing signal names to make everything consistent across time and frequency domain signals as well as state and input/output vectors. See iosys.NamedSignal._parse_key and changes in frdata.py and timeresp.py. Refactored code for processing subsystem indices and made index processing consistent for StateSpace, TransferFunction, and FrequencyResponseData systems. See iosys._process_subsys_index and changes in frdata.py, statesp.py, and xferfcn.py. Unit tests, docstrings, and user documentation updated to cover new functiionality.

Open Graph Description: This PR adds the ability to access response signals and subsystem inputs and outputs using signal names. As described in the documentation: Time signal indexing: The input, output, and state elem...

X Description: This PR adds the ability to access response signals and subsystem inputs and outputs using signal names. As described in the documentation: Time signal indexing: The input, output, and state elem...

Opengraph URL: https://github.com/python-control/python-control/pull/1069

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5d7fb42 clean up _process_time_response murrayrm Nov 30, 2024 https://github.com/python-control/python-control/pull/1069/commits/5d7fb42449a3c446e8031efb8a1268ef3fc4c2db
5df6fb7 implement NamedSignal's for time responses murrayrm Nov 30, 2024 https://github.com/python-control/python-control/pull/1069/commits/5df6fb724ff75c40d1ade7ee7eed8da3ef0d9bba
b382abf implement NamedSignal's for frequency responses murrayrm Nov 30, 2024 https://github.com/python-control/python-control/pull/1069/commits/b382abf664036b462daa9eab3e4114e50a237da6
58922ce add string-based indexing of state space systems murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/58922cea3439d14135f62879334f18c20d02e93b
e52fca6 add string-based indexing of transfer functions murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/e52fca6104e07a747450204f232992d176474f1a
cca4d13 add string-based indexing of FRD systems murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/cca4d13ef7ed1f286e60f054b23a19abca5b9d90
944b6a2 fix NamedSignal.__getitem__ for new versions of NumPy + unit tests/sl… murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/944b6a20496c0087f418a6575d316b8d92451938
cd3d315 update index checking + docstrings murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/cd3d315071463bb589b5f0f74f6c82eae57386e9
df33002 add documentation for indexing by name + update docstrings murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/df330028059ce0cdcba3b0d0917e12852a665f66
1903055 use common processing for state response murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/1903055403e80a86aecdbae93421bf3eba9f0065
fba414d TRV: typo in documentation murrayrm Dec 1, 2024 https://github.com/python-control/python-control/pull/1069/commits/fba414de4e86c8dbc86342752aff6d578997ce89
7ef09a0 address initial @slivingston comments murrayrm Dec 4, 2024 https://github.com/python-control/python-control/pull/1069/commits/7ef09a0edbb94aeaa4c87226fe778efef1918fdf
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