.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "examples\01-transient_analyses\02-lsdyna_operators.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_examples_01-transient_analyses_02-lsdyna_operators.py: .. _lsdyna_operators: Results extraction and analysis from LS-DYNA sources ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ This example provides an overview of the LS-DYNA results providers. .. note:: This example requires DPF 6.1 (ansys-dpf-server-2023-2-pre0) or above. For more information, see :ref:`ref_compatibility`. .. GENERATED FROM PYTHON SOURCE LINES 15-20 .. code-block:: Python import matplotlib.pyplot as plt from ansys.dpf import core as dpf from ansys.dpf.core import examples .. GENERATED FROM PYTHON SOURCE LINES 21-29 d3plot file results extraction ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Create the model and print its contents. This LS-DYNA d3plot file contains several individual results, each at different times. The d3plot file does not contain information related to Units. In this case, as the simulation was run through Mechanical, a file.actunits file is produced. If this file is supplemented in the data_sources, the units will be correctly fetched for all resuls in the file as well as for the mesh. .. GENERATED FROM PYTHON SOURCE LINES 29-37 .. code-block:: Python d3plot = examples.download_d3plot_beam() ds = dpf.DataSources() ds.set_result_file_path(d3plot[0], "d3plot") ds.add_file_path(d3plot[3], "actunits") model = dpf.Model(ds) print(model) .. rst-class:: sphx-glr-script-out .. code-block:: none DPF Model ------------------------------ Unknown analysis Unit system: NMM: mm, ton, N, s, mV, mA, degC Physics Type: Unknown Available results: - global_kinetic_energy: TimeFreq_steps Global Kinetic Energy - global_internal_energy: TimeFreq_steps Global Internal Energy - global_total_energy: TimeFreq_steps Global Total Energy - global_velocity: TimeFreq_steps Global Velocity - initial_coordinates: Nodal Initial Coordinates - coordinates: Nodal Coordinates - velocity: Nodal Velocity - acceleration: Nodal Acceleration - stress: Elemental Stress - stress_von_mises: Elemental Stress Von Mises - plastic_strain_eqv: Elemental Plastic Strain Eqv - total_strain: Elemental Total Strain - beam_axial_force: Elemental Beam Axial Force - beam_s_shear_force: Elemental Beam S Shear Force - beam_t_shear_force: Elemental Beam T Shear Force - beam_s_bending_moment: Elemental Beam S Bending Moment - beam_t_bending_moment: Elemental Beam T Bending Moment - beam_torsional_moment: Elemental Beam Torsional Moment - beam_axial_stress: Elemental Beam Axial Stress - beam_rs_shear_stress: Elemental Beam Rs Shear Stress - beam_tr_shear_stress: Elemental Beam Tr Shear Stress - beam_axial_plastic_strain: Elemental Beam Axial Plastic Strain - beam_axial_total_strain: Elemental Beam Axial Total Strain - history_variablesihv__[1__10]: Elemental History Variables(ihv: [1, 10]) - displacement: Nodal Displacement ------------------------------ DPF Meshed Region: 1940 nodes 2056 elements Unit: mm With solid (3D) elements, beam (1D) elements ------------------------------ DPF Time/Freq Support: Number of sets: 12 Cumulative Time (s) LoadStep Substep 1 0.000000 1 1 2 0.997460 2 1 3 1.997818 3 1 4 2.998237 4 1 5 3.998657 5 1 6 4.999076 6 1 7 5.999496 7 1 8 6.999915 8 1 9 7.997509 9 1 10 8.997929 10 1 11 9.998348 11 1 12 10.001174 12 1 .. GENERATED FROM PYTHON SOURCE LINES 38-44 The model has solid (3D) elements and beam (1D) elements. Some of the results only apply to one type of elements (such as the stress tensor for solids, or the axial force for beams, for example). Let's extract beam axial force for the last time step and plot it, deforming the mesh according to the displacement field at the same time step. .. GENERATED FROM PYTHON SOURCE LINES 44-51 .. code-block:: Python N = model.results.beam_axial_force(time_scoping=[12]).eval() u = model.results.displacement(time_scoping=[12]).eval() sargs = dict(title="N", fmt="%.2e", title_font_size=30, label_font_size=20) N[0].plot(deform_by=u[0], scalar_bar_args=sargs) .. image-sg:: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_001.png :alt: 02 lsdyna operators :srcset: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_001.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 52-58 The axial force has only been computed for the beam elements (the bottom frame), whereas the top sphere, which is comprised by solid elements, has only been deformed by the displacement field. PyDPF also allows you to animate the results in a FieldsContainer. Thus, if all time steps are extracted, an animation can be produced. .. GENERATED FROM PYTHON SOURCE LINES 58-63 .. code-block:: Python N_all = model.results.beam_axial_force.on_all_time_freqs.eval() u_all = model.results.displacement.on_all_time_freqs.eval() N_all.animate(deform_by=u_all, save_as="falling_ball.gif", scalar_bar_args=sargs) .. image-sg:: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_002.png :alt: 02 lsdyna operators :srcset: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_002.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 64-66 Some of the results are marked as global. They are not scoped over any mesh entity, but are global variables of the model. .. GENERATED FROM PYTHON SOURCE LINES 66-70 .. code-block:: Python K = model.results.global_kinetic_energy().eval() print(K) .. rst-class:: sphx-glr-script-out .. code-block:: none DPF Fields Container with 1 field(s) defined on labels: with: - field 0 {} with TimeFreq_steps location, 1 components and 12 entities. .. GENERATED FROM PYTHON SOURCE LINES 71-72 Energy plots over time (the sphere was released with some initial velocity). .. GENERATED FROM PYTHON SOURCE LINES 72-84 .. code-block:: Python U = model.results.global_internal_energy().eval() H = model.results.global_total_energy().eval() plt.plot(K.time_freq_support.time_frequencies.data, K[0].data, label="Kinetic") plt.plot(U.time_freq_support.time_frequencies.data, U[0].data, label="Internal") plt.plot(H.time_freq_support.time_frequencies.data, H[0].data, label="Total") plt.xlabel("Time ({:s})".format(K.time_freq_support.time_frequencies.unit)) plt.ylabel("Energies ({:s})".format(K[0].unit)) plt.legend() plt.show() .. image-sg:: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_003.png :alt: 02 lsdyna operators :srcset: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_003.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 85-89 binout file results extraction ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Create the model and dprint its contents. This LS-DYNA binout file contains several branches (glstat, matsum and rcforc). .. GENERATED FROM PYTHON SOURCE LINES 89-96 .. code-block:: Python binout = examples.download_binout_matsum() ds = dpf.DataSources() ds.set_result_file_path(binout, "binout") model = dpf.Model(ds) print(model) .. rst-class:: sphx-glr-script-out .. code-block:: none DPF Model ------------------------------ Unknown analysis Unit system: Undefined Physics Type: Unknown Available results: - global_time_step: TimeFreq_steps Global Time Step - global_kinetic_energy: TimeFreq_steps Global Kinetic Energy - global_internal_energy: TimeFreq_steps Global Internal Energy - global_spring_damper_energy: TimeFreq_steps Global Spring Damper Energy - global_joint_internal_energy: TimeFreq_steps Global Joint Internal Energy - global_system_damping_energy: TimeFreq_steps Global System Damping Energy - global_sliding_interface_energy: TimeFreq_steps Global Sliding Interface Energy - global_external_work: TimeFreq_steps Global External Work - global_eroded_kinetic_energy: TimeFreq_steps Global Eroded Kinetic Energy - global_eroded_internal_energy: TimeFreq_steps Global Eroded Internal Energy - global_total_energy: TimeFreq_steps Global Total Energy - global_energy_ratio: TimeFreq_steps Global Energy Ratio - global_energy_ratio_wo_eroded: TimeFreq_steps Global Energy Ratio Wo Eroded - global_velocity: TimeFreq_steps Global Velocity - global_added_mass: TimeFreq_steps Global Added Mass - global_added_mass_percentage: TimeFreq_steps Global Added Mass Percentage - part_internal_energy: TimeFreq_steps Part Internal Energy - part_kinetic_energy: TimeFreq_steps Part Kinetic Energy - part_eroded_internal_energy: TimeFreq_steps Part Eroded Internal Energy - part_eroded_kinetic_energy: TimeFreq_steps Part Eroded Kinetic Energy - part_added_mass: TimeFreq_steps Part Added Mass - part_momentum: TimeFreq_steps Part Momentum - part_rigid_body_velocity: TimeFreq_steps Part Rigid Body Velocity - interface_contact_mass: TimeFreq_steps Interface Contact Mass - interface_contact_force: TimeFreq_steps Interface Contact Force - secforc_force_x: TimeFreq_steps Secforc Force X - secforc_force_y: TimeFreq_steps Secforc Force Y - secforc_force_z: TimeFreq_steps Secforc Force Z - secforc_force_total: TimeFreq_steps Secforc Force Total - secforc_moment_x: TimeFreq_steps Secforc Moment X - secforc_moment_y: TimeFreq_steps Secforc Moment Y - secforc_moment_z: TimeFreq_steps Secforc Moment Z - secforc_moment_total: TimeFreq_steps Secforc Moment Total - secforc_centroid_x: TimeFreq_steps Secforc Centroid X - secforc_centroid_y: TimeFreq_steps Secforc Centroid Y - secforc_centroid_z: TimeFreq_steps Secforc Centroid Z - secforc_area: TimeFreq_steps Secforc Area - nodout_acceleration_rx: TimeFreq_steps Nodout Acceleration Rx - nodout_acceleration_ry: TimeFreq_steps Nodout Acceleration Ry - nodout_acceleration_rz: TimeFreq_steps Nodout Acceleration Rz - nodout_acceleration_x: TimeFreq_steps Nodout Acceleration X - nodout_acceleration_y: TimeFreq_steps Nodout Acceleration Y - nodout_acceleration_z: TimeFreq_steps Nodout Acceleration Z - nodout_displacement_rx: TimeFreq_steps Nodout Displacement Rx - nodout_displacement_ry: TimeFreq_steps Nodout Displacement Ry - nodout_displacement_rz: TimeFreq_steps Nodout Displacement Rz - nodout_displacement_x: TimeFreq_steps Nodout Displacement X - nodout_displacement_y: TimeFreq_steps Nodout Displacement Y - nodout_displacement_z: TimeFreq_steps Nodout Displacement Z - nodout_velocity_rx: TimeFreq_steps Nodout Velocity Rx - nodout_velocity_ry: TimeFreq_steps Nodout Velocity Ry - nodout_velocity_rz: TimeFreq_steps Nodout Velocity Rz - nodout_velocity_x: TimeFreq_steps Nodout Velocity X - nodout_velocity_y: TimeFreq_steps Nodout Velocity Y - nodout_velocity_z: TimeFreq_steps Nodout Velocity Z - nodout_coordinate_x: TimeFreq_steps Nodout Coordinate X - nodout_coordinate_y: TimeFreq_steps Nodout Coordinate Y - nodout_coordinate_z: TimeFreq_steps Nodout Coordinate Z - abstat_density: TimeFreq_steps Abstat Density - abstat_input_mass_flow_rate_from_inflator: TimeFreq_steps Abstat Input Mass Flow Rate From Inflator - abstat_leak_out_mass_flow_rate_from_vent_holes_and_fabric_porous_leakage: TimeFreq_steps Abstat Leak Out Mass Flow Rate From Vent Holes And Fabric Porous Leakage - abstat_leak_out_mass_flow_rate_from_vent_holes: TimeFreq_steps Abstat Leak Out Mass Flow Rate From Vent Holes - abstat_leak_out_mass_flow_rate_from_fabric_porous_leakage: TimeFreq_steps Abstat Leak Out Mass Flow Rate From Fabric Porous Leakage - abstat_gas_temperature: TimeFreq_steps Abstat Gas Temperature - abstat_internal_energy: TimeFreq_steps Abstat Internal Energy - abstat_pressure: TimeFreq_steps Abstat Pressure - abstat_reaction_force: TimeFreq_steps Abstat Reaction Force - abstat_area_surface: TimeFreq_steps Abstat Area Surface - abstat_area_total_mass: TimeFreq_steps Abstat Area Total Mass - abstat_area_volume: TimeFreq_steps Abstat Area Volume - jntforc_force_x: TimeFreq_steps Jntforc Force X - jntforc_force_y: TimeFreq_steps Jntforc Force Y - jntforc_force_z: TimeFreq_steps Jntforc Force Z - jntforc_moment_x: TimeFreq_steps Jntforc Moment X - jntforc_moment_y: TimeFreq_steps Jntforc Moment Y - jntforc_moment_z: TimeFreq_steps Jntforc Moment Z - jntforc_resultant_force: TimeFreq_steps Jntforc Resultant Force - jntforc_resultant_moment: TimeFreq_steps Jntforc Resultant Moment - jntforc_joint_energy: TimeFreq_steps Jntforc Joint Energy ------------------------------ DPF Meshed Region: 1 nodes Unit: ------------------------------ DPF Time/Freq Support: Number of sets: 2002 Cumulative Frequency () LoadStep Substep 1 0.000000 1 1 2 0.008897 2 1 3 0.097868 3 1 4 0.106765 4 1 5 0.195737 5 1 6 0.204634 6 1 7 0.293605 7 1 8 0.302502 8 1 9 0.391474 9 1 10 0.400371 10 1 11 0.498239 11 1 12 0.507136 12 1 13 0.596107 13 1 14 0.605004 14 1 15 0.693976 15 1 16 0.702873 16 1 17 0.791844 17 1 18 0.800741 18 1 19 0.898610 19 1 20 0.907507 20 1 21 0.996478 21 1 22 1.005375 22 1 23 1.094346 23 1 24 1.103243 24 1 25 1.192215 25 1 26 1.201112 26 1 27 1.298980 27 1 28 1.307877 28 1 29 1.396849 29 1 30 1.405746 30 1 31 1.494717 31 1 32 1.503614 32 1 33 1.592585 33 1 34 1.601483 34 1 35 1.699351 35 1 36 1.708248 36 1 37 1.797219 37 1 38 1.806116 38 1 39 1.895088 39 1 40 1.903985 40 1 41 1.992956 41 1 42 2.001853 42 1 43 2.099721 43 1 44 2.108618 44 1 45 2.197590 45 1 46 2.206487 46 1 47 2.295462 47 1 48 2.304362 48 1 49 2.393364 49 1 50 2.402261 50 1 51 2.491304 51 1 52 2.500201 52 1 53 2.598073 53 1 54 2.606983 54 1 55 2.696023 55 1 56 2.704934 56 1 57 2.794000 57 1 58 2.802911 58 1 59 2.891951 59 1 60 2.900861 60 1 61 2.998879 61 1 62 3.007790 62 1 63 3.096866 63 1 64 3.105777 64 1 65 3.194883 65 1 66 3.203794 66 1 67 3.292901 67 1 68 3.301811 68 1 69 3.399788 69 1 70 3.408699 70 1 71 3.497805 71 1 72 3.506716 72 1 73 3.595823 73 1 74 3.604733 74 1 75 3.693840 75 1 76 3.702751 76 1 77 3.791857 77 1 78 3.800768 78 1 79 3.898755 79 1 80 3.907665 80 1 81 3.996773 81 1 82 4.005683 82 1 83 4.094749 83 1 84 4.103660 84 1 85 4.192767 85 1 86 4.201678 86 1 87 4.299624 87 1 88 4.308535 88 1 89 4.397628 89 1 90 4.406539 90 1 91 4.495646 91 1 92 4.504557 92 1 93 4.593663 93 1 94 4.602574 94 1 95 4.691681 95 1 96 4.700592 96 1 97 4.798609 97 1 98 4.807520 98 1 99 4.896627 99 1 100 4.905538 100 1 101 4.994594 101 1 102 5.003504 102 1 103 5.092611 103 1 104 5.101522 104 1 105 5.199547 105 1 106 5.208459 106 1 107 5.297572 107 1 108 5.306483 108 1 109 5.395590 109 1 110 5.404501 110 1 111 5.493581 111 1 112 5.502492 112 1 113 5.591599 113 1 114 5.600510 114 1 115 5.698528 115 1 116 5.707439 116 1 117 5.796547 117 1 118 5.805458 118 1 119 5.894565 119 1 120 5.903475 120 1 121 5.992583 121 1 122 6.001493 122 1 123 6.099511 123 1 124 6.108422 124 1 125 6.197529 125 1 126 6.206440 126 1 127 6.295547 127 1 128 6.304458 128 1 129 6.393566 129 1 130 6.402476 130 1 131 6.491584 131 1 132 6.500494 132 1 133 6.598444 133 1 134 6.607341 134 1 135 6.696421 135 1 136 6.705332 136 1 137 6.794439 137 1 138 6.803350 138 1 139 6.892458 139 1 140 6.901369 140 1 141 6.999387 141 1 142 7.008299 142 1 143 7.097407 143 1 144 7.106318 144 1 145 7.195426 145 1 146 7.204337 146 1 147 7.293445 147 1 148 7.302355 148 1 149 7.391466 149 1 150 7.400377 150 1 151 7.498406 151 1 152 7.507318 152 1 153 7.596435 153 1 154 7.605347 154 1 155 7.694464 155 1 156 7.703375 156 1 157 7.792492 157 1 158 7.801404 158 1 159 7.899434 159 1 160 7.908345 160 1 161 7.997462 161 1 162 8.006374 162 1 163 8.095469 163 1 164 8.104369 164 1 165 8.193441 165 1 166 8.202342 166 1 167 8.291460 167 1 168 8.300357 168 1 169 8.398328 169 1 170 8.407240 170 1 171 8.496346 171 1 172 8.505246 172 1 173 8.594317 173 1 174 8.603230 174 1 175 8.692324 175 1 176 8.701236 176 1 177 8.799255 177 1 178 8.808166 178 1 179 8.897273 179 1 180 8.906184 180 1 181 8.995292 181 1 182 9.004202 182 1 183 9.093309 183 1 184 9.102221 184 1 185 9.191328 185 1 186 9.200238 186 1 187 9.298257 187 1 188 9.307167 188 1 189 9.396275 189 1 190 9.405186 190 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16.993937 341 1 342 17.002836 342 1 343 17.091888 343 1 344 17.100786 344 1 345 17.198776 345 1 346 17.207687 346 1 347 17.296793 347 1 348 17.305695 348 1 349 17.394678 349 1 350 17.403576 350 1 351 17.492554 351 1 352 17.501465 352 1 353 17.599354 353 1 354 17.608252 354 1 355 17.697252 355 1 356 17.706154 356 1 357 17.795135 357 1 358 17.804033 358 1 359 17.893005 359 1 360 17.901901 360 1 361 17.999775 361 1 362 18.008673 362 1 363 18.097645 363 1 364 18.106543 364 1 365 18.195517 365 1 366 18.204412 366 1 367 18.293386 367 1 368 18.302284 368 1 369 18.391256 369 1 370 18.400154 370 1 371 18.498024 371 1 372 18.506922 372 1 373 18.595894 373 1 374 18.604790 374 1 375 18.693762 375 1 376 18.702660 376 1 377 18.791632 377 1 378 18.800529 378 1 379 18.898399 379 1 380 18.907295 380 1 381 18.996269 381 1 382 19.005167 382 1 383 19.094139 383 1 384 19.103037 384 1 385 19.192009 385 1 386 19.200907 386 1 387 19.298775 387 1 388 19.307673 388 1 389 19.396645 389 1 390 19.405542 390 1 391 19.494514 391 1 392 19.503412 392 1 393 19.592386 393 1 394 19.601282 394 1 395 19.699152 395 1 396 19.708050 396 1 397 19.797024 397 1 398 19.805920 398 1 399 19.894894 399 1 400 19.903791 400 1 401 19.992764 401 1 402 20.001661 402 1 403 20.099531 403 1 404 20.108429 404 1 405 20.197401 405 1 406 20.206299 406 1 407 20.295271 407 1 408 20.304169 408 1 409 20.393141 409 1 410 20.402037 410 1 411 20.499907 411 1 412 20.508804 412 1 413 20.597776 413 1 414 20.606674 414 1 415 20.695646 415 1 416 20.704544 416 1 417 20.793518 417 1 418 20.802414 418 1 419 20.891388 419 1 420 20.900286 420 1 421 20.998158 421 1 422 21.007055 422 1 423 21.096027 423 1 424 21.104925 424 1 425 21.193899 425 1 426 21.202797 426 1 427 21.291771 427 1 428 21.300667 428 1 429 21.398764 429 1 430 21.400885 430 1 431 21.498735 431 1 432 21.500870 432 1 433 21.599386 433 1 434 21.601534 434 1 435 21.698536 435 1 436 21.700699 436 1 437 21.798298 437 1 438 21.800472 438 1 439 21.898647 439 1 440 21.900835 440 1 441 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65.394691 1309 1 1310 65.400307 1310 1 1311 65.496292 1311 1 1312 65.501961 1312 1 1313 65.598442 1313 1 1314 65.604019 1314 1 1315 65.695824 1315 1 1316 65.701057 1316 1 1317 65.797157 1317 1 1318 65.802040 1318 1 1319 65.896500 1319 1 1320 65.901062 1320 1 1321 65.998512 1321 1 1322 66.003067 1322 1 1323 66.095955 1323 1 1324 66.100761 1324 1 1325 66.196014 1325 1 1326 66.200500 1326 1 1327 66.297638 1327 1 1328 66.301964 1328 1 1329 66.398659 1329 1 1330 66.402740 1330 1 1331 66.497978 1331 1 1332 66.501846 1332 1 1333 66.596672 1333 1 1334 66.600403 1334 1 1335 66.696022 1335 1 1336 66.699661 1336 1 1337 66.797050 1337 1 1338 66.800629 1338 1 1339 66.897072 1339 1 1340 66.900635 1340 1 1341 66.996864 1341 1 1342 67.000427 1342 1 1343 67.096977 1343 1 1344 67.100563 1344 1 1345 67.197739 1345 1 1346 67.201355 1346 1 1347 67.299347 1347 1 1348 67.302994 1348 1 1349 67.398209 1349 1 1350 67.401886 1350 1 1351 67.498039 1351 1 1352 67.501755 1352 1 1353 67.599007 1353 1 1354 67.602768 1354 1 1355 67.697502 1355 1 1356 67.701317 1356 1 1357 67.797569 1357 1 1358 67.801453 1358 1 1359 67.895668 1359 1 1360 67.899635 1360 1 1361 67.996025 1361 1 1362 68.000092 1362 1 1363 68.098991 1363 1 1364 68.103165 1364 1 1365 68.195976 1365 1 1366 68.200233 1366 1 1367 68.299057 1367 1 1368 68.303391 1368 1 1369 68.399063 1369 1 1370 68.403427 1370 1 1371 68.495331 1371 1 1372 68.499718 1372 1 1373 68.596405 1373 1 1374 68.600807 1374 1 1375 68.697884 1375 1 1376 68.702301 1376 1 1377 68.795311 1377 1 1378 68.799751 1378 1 1379 68.897575 1379 1 1380 68.902031 1380 1 1381 68.995827 1381 1 1382 69.000305 1382 1 1383 69.099022 1383 1 1384 69.103523 1384 1 1385 69.194160 1385 1 1386 69.199623 1386 1 1387 69.295479 1387 1 1388 69.301437 1388 1 1389 69.396385 1389 1 1390 69.401413 1390 1 1391 69.495796 1391 1 1392 69.500328 1392 1 1393 69.598282 1393 1 1394 69.602631 1394 1 1395 69.695694 1395 1 1396 69.699799 1396 1 1397 69.799469 1397 1 1398 69.803352 1398 1 1399 69.898781 1399 1 1400 69.902550 1400 1 1401 69.996033 1401 1 1402 69.999756 1402 1 1403 70.096512 1403 1 1404 70.100235 1404 1 1405 70.197105 1405 1 1406 70.200829 1406 1 1407 70.297966 1407 1 1408 70.301704 1408 1 1409 70.399284 1409 1 1410 70.403053 1410 1 1411 70.497482 1411 1 1412 70.501274 1412 1 1413 70.596344 1413 1 1414 70.600159 1414 1 1415 70.695747 1415 1 1416 70.699577 1416 1 1417 70.799263 1417 1 1418 70.803101 1418 1 1419 70.899025 1419 1 1420 70.902863 1420 1 1421 70.999016 1421 1 1422 71.002869 1422 1 1423 71.095772 1423 1 1424 71.099663 1424 1 1425 71.197426 1425 1 1426 71.201363 1426 1 1427 71.296288 1427 1 1428 71.300262 1428 1 1429 71.396271 1429 1 1430 71.400299 1430 1 1431 71.497467 1431 1 1432 71.501541 1432 1 1433 71.595886 1433 1 1434 71.600014 1434 1 1435 71.695580 1435 1 1436 71.699753 1436 1 1437 71.796181 1437 1 1438 71.800385 1438 1 1439 71.897385 1439 1 1440 71.901619 1440 1 1441 71.999176 1441 1 1442 72.003433 1442 1 1443 72.097397 1443 1 1444 72.101685 1444 1 1445 72.196312 1445 1 1446 72.200630 1446 1 1447 72.295929 1447 1 1448 72.300278 1448 1 1449 72.396133 1449 1 1450 72.400505 1450 1 1451 72.496887 1451 1 1452 72.501282 1452 1 1453 72.598228 1453 1 1454 72.602646 1454 1 1455 72.695869 1455 1 1456 72.700325 1456 1 1457 72.798912 1457 1 1458 72.803421 1458 1 1459 72.898674 1459 1 1460 72.903236 1460 1 1461 72.997437 1461 1 1462 73.001984 1462 1 1463 73.095413 1463 1 1464 73.100021 1464 1 1465 73.196739 1465 1 1466 73.201279 1466 1 1467 73.298820 1467 1 1468 73.303131 1468 1 1469 73.398743 1469 1 1470 73.402756 1470 1 1471 73.496010 1471 1 1472 73.499779 1472 1 1473 73.598969 1473 1 1474 73.602562 1474 1 1475 73.698006 1475 1 1476 73.701500 1476 1 1477 73.798454 1477 1 1478 73.801895 1478 1 1479 73.898056 1479 1 1480 73.901489 1480 1 1481 73.997803 1481 1 1482 74.001251 1482 1 1483 74.098282 1483 1 1484 74.101761 1484 1 1485 74.196243 1485 1 1486 74.199760 1486 1 1487 74.298874 1487 1 1488 74.302437 1488 1 1489 74.399155 1489 1 1490 74.402763 1490 1 1491 74.497017 1491 1 1492 74.500664 1492 1 1493 74.596191 1493 1 1494 74.599892 1494 1 1495 74.696945 1495 1 1496 74.700706 1496 1 1497 74.795631 1497 1 1498 74.799461 1498 1 1499 74.895981 1499 1 1500 74.899872 1500 1 1501 74.997833 1501 1 1502 75.001778 1502 1 1503 75.097069 1503 1 1504 75.101067 1504 1 1505 75.197525 1505 1 1506 75.201569 1506 1 1507 75.299156 1507 1 1508 75.303246 1508 1 1509 75.397606 1509 1 1510 75.401726 1510 1 1511 75.496498 1511 1 1512 75.500618 1512 1 1513 75.595306 1513 1 1514 75.599419 1514 1 1515 75.698036 1515 1 1516 75.702148 1516 1 1517 75.796631 1517 1 1518 75.800735 1518 1 1519 75.899315 1519 1 1520 75.903419 1520 1 1521 75.998055 1521 1 1522 76.002182 1522 1 1523 76.097130 1523 1 1524 76.101273 1524 1 1525 76.196556 1525 1 1526 76.200706 1526 1 1527 76.296249 1527 1 1528 76.300407 1528 1 1529 76.396255 1529 1 1530 76.400436 1530 1 1531 76.496902 1531 1 1532 76.501122 1532 1 1533 76.598694 1533 1 1534 76.602966 1534 1 1535 76.697784 1535 1 1536 76.702141 1536 1 1537 76.798668 1537 1 1538 76.803085 1538 1 1539 76.896393 1539 1 1540 76.900848 1540 1 1541 76.998802 1541 1 1542 77.003242 1542 1 1543 77.095863 1543 1 1544 77.100235 1544 1 1545 77.195580 1545 1 1546 77.199867 1546 1 1547 77.297424 1547 1 1548 77.301613 1548 1 1549 77.396805 1549 1 1550 77.400887 1550 1 1551 77.497551 1551 1 1552 77.501526 1552 1 1553 77.595688 1553 1 1554 77.599564 1554 1 1555 77.699280 1555 1 1556 77.703079 1556 1 1557 77.797119 1557 1 1558 77.800842 1558 1 1559 77.897072 1559 1 1560 77.900742 1560 1 1561 77.995789 1561 1 1562 77.999428 1562 1 1563 78.097328 1563 1 1564 78.100937 1564 1 1565 78.198364 1565 1 1566 78.201965 1566 1 1567 78.299225 1567 1 1568 78.302826 1568 1 1569 78.396614 1569 1 1570 78.400230 1570 1 1571 78.498070 1571 1 1572 78.501701 1572 1 1573 78.596519 1573 1 1574 78.600182 1574 1 1575 78.699333 1575 1 1576 78.703018 1576 1 1577 78.799156 1577 1 1578 78.802864 1578 1 1579 78.895920 1579 1 1580 78.899651 1580 1 1581 78.997055 1581 1 1582 79.000816 1582 1 1583 79.098854 1583 1 1584 79.102638 1584 1 1585 79.197380 1585 1 1586 79.201180 1586 1 1587 79.296219 1587 1 1588 79.300026 1588 1 1589 79.399139 1589 1 1590 79.402962 1590 1 1591 79.498566 1591 1 1592 79.502396 1592 1 1593 79.598297 1593 1 1594 79.602135 1594 1 1595 79.698227 1595 1 1596 79.702072 1596 1 1597 79.798187 1597 1 1598 79.802032 1598 1 1599 79.897949 1599 1 1600 79.901779 1600 1 1601 79.997330 1601 1 1602 80.001144 1602 1 1603 80.096260 1603 1 1604 80.100060 1604 1 1605 80.198669 1605 1 1606 80.202461 1606 1 1607 80.297554 1607 1 1608 80.301369 1608 1 1609 80.397369 1609 1 1610 80.401230 1610 1 1611 80.498566 1611 1 1612 80.502487 1612 1 1613 80.597290 1613 1 1614 80.601265 1614 1 1615 80.697189 1615 1 1616 80.701202 1616 1 1617 80.797874 1617 1 1618 80.801910 1618 1 1619 80.898842 1619 1 1620 80.902878 1620 1 1621 80.995499 1621 1 1622 80.999519 1622 1 1623 81.095490 1623 1 1624 81.099472 1624 1 1625 81.198395 1625 1 1626 81.202332 1626 1 1627 81.295998 1627 1 1628 81.299866 1628 1 1629 81.395844 1629 1 1630 81.399643 1630 1 1631 81.497581 1631 1 1632 81.501312 1632 1 1633 81.597313 1633 1 1634 81.600975 1634 1 1635 81.698814 1635 1 1636 81.702408 1636 1 1637 81.798645 1637 1 1638 81.802177 1638 1 1639 81.897079 1639 1 1640 81.900574 1640 1 1641 81.997871 1641 1 1642 82.001335 1642 1 1643 82.097832 1643 1 1644 82.101265 1644 1 1645 82.197243 1645 1 1646 82.200668 1646 1 1647 82.296303 1647 1 1648 82.299713 1648 1 1649 82.398483 1649 1 1650 82.401886 1650 1 1651 82.497002 1651 1 1652 82.500397 1652 1 1653 82.598633 1653 1 1654 82.602013 1654 1 1655 82.696518 1655 1 1656 82.699890 1656 1 1657 82.797386 1657 1 1658 82.800743 1658 1 1659 82.897896 1659 1 1660 82.901245 1660 1 1661 82.998161 1661 1 1662 83.001503 1662 1 1663 83.098282 1663 1 1664 83.101624 1664 1 1665 83.198311 1665 1 1666 83.201645 1666 1 1667 83.298271 1667 1 1668 83.301598 1668 1 1669 83.398163 1669 1 1670 83.401489 1670 1 1671 83.497871 1671 1 1672 83.501190 1672 1 1673 83.597122 1673 1 1674 83.600418 1674 1 1675 83.698853 1675 1 1676 83.702118 1676 1 1677 83.796303 1677 1 1678 83.799530 1678 1 1679 83.899185 1679 1 1680 83.902390 1680 1 1681 83.998177 1681 1 1682 84.001358 1682 1 1683 84.097023 1683 1 1684 84.100212 1684 1 1685 84.196312 1685 1 1686 84.199532 1686 1 1687 84.296509 1687 1 1688 84.299759 1688 1 1689 84.397743 1689 1 1690 84.401024 1690 1 1691 84.496628 1691 1 1692 84.499939 1692 1 1693 84.596344 1693 1 1694 84.599678 1694 1 1695 84.696762 1695 1 1696 84.700119 1696 1 1697 84.797684 1697 1 1698 84.801056 1698 1 1699 84.898834 1699 1 1700 84.902206 1700 1 1701 84.996559 1701 1 1702 84.999931 1702 1 1703 85.097366 1703 1 1704 85.100723 1704 1 1705 85.197601 1705 1 1706 85.200928 1706 1 1707 85.296936 1707 1 1708 85.300224 1708 1 1709 85.398407 1709 1 1710 85.401657 1710 1 1711 85.498558 1711 1 1712 85.501770 1712 1 1713 85.597412 1713 1 1714 85.600586 1714 1 1715 85.698296 1715 1 1716 85.701431 1716 1 1717 85.798248 1717 1 1718 85.801361 1718 1 1719 85.897491 1719 1 1720 85.900581 1720 1 1721 85.999207 1721 1 1722 86.002274 1722 1 1723 86.097252 1723 1 1724 86.100304 1724 1 1725 86.197800 1725 1 1726 86.200836 1726 1 1727 86.297852 1727 1 1728 86.300873 1728 1 1729 86.397476 1729 1 1730 86.400490 1730 1 1731 86.496696 1731 1 1732 86.499695 1732 1 1733 86.598503 1733 1 1734 86.601494 1734 1 1735 86.696907 1735 1 1736 86.699883 1736 1 1737 86.797882 1737 1 1738 86.800850 1738 1 1739 86.898445 1739 1 1740 86.901398 1740 1 1741 86.998558 1741 1 1742 87.001495 1742 1 1743 87.098228 1743 1 1744 87.101151 1744 1 1745 87.197449 1745 1 1746 87.200356 1746 1 1747 87.299103 1747 1 1748 87.301994 1748 1 1749 87.397354 1749 1 1750 87.400238 1750 1 1751 87.498009 1751 1 1752 87.500877 1752 1 1753 87.598175 1753 1 1754 87.601028 1754 1 1755 87.697823 1755 1 1756 87.700661 1756 1 1757 87.796829 1757 1 1758 87.799644 1758 1 1759 87.897827 1759 1 1760 87.900620 1760 1 1761 87.997841 1761 1 1762 88.000610 1762 1 1763 88.096748 1763 1 1764 88.099480 1764 1 1765 88.197258 1765 1 1766 88.199959 1766 1 1767 88.296837 1767 1 1768 88.299522 1768 1 1769 88.398468 1769 1 1770 88.401131 1770 1 1771 88.497032 1771 1 1772 88.499695 1772 1 1773 88.598061 1773 1 1774 88.600716 1774 1 1775 88.698975 1775 1 1776 88.701630 1776 1 1777 88.797234 1777 1 1778 88.799889 1778 1 1779 88.898125 1779 1 1780 88.900780 1780 1 1781 88.998909 1781 1 1782 89.001556 1782 1 1783 89.096809 1783 1 1784 89.099449 1784 1 1785 89.196999 1785 1 1786 89.199631 1786 1 1787 89.296768 1787 1 1788 89.299385 1788 1 1789 89.398796 1789 1 1790 89.401405 1790 1 1791 89.497932 1791 1 1792 89.500534 1792 1 1793 89.596710 1793 1 1794 89.599304 1794 1 1795 89.697548 1795 1 1796 89.700119 1796 1 1797 89.797577 1797 1 1798 89.800133 1798 1 1799 89.899040 1799 1 1800 89.901566 1800 1 1801 89.999130 1801 1 1802 90.001610 1802 1 1803 90.097702 1803 1 1804 90.100151 1804 1 1805 90.197128 1805 1 1806 90.199532 1806 1 1807 90.297394 1807 1 1808 90.299759 1808 1 1809 90.398682 1809 1 1810 90.401016 1810 1 1811 90.498909 1811 1 1812 90.501228 1812 1 1813 90.598305 1813 1 1814 90.600609 1814 1 1815 90.696991 1815 1 1816 90.699280 1816 1 1817 90.797256 1817 1 1818 90.799522 1818 1 1819 90.898933 1819 1 1820 90.901184 1820 1 1821 90.997368 1821 1 1822 90.999596 1822 1 1823 91.099159 1823 1 1824 91.101357 1824 1 1825 91.197655 1825 1 1826 91.199829 1826 1 1827 91.297287 1827 1 1828 91.299438 1828 1 1829 91.398048 1829 1 1830 91.400177 1830 1 1831 91.497818 1831 1 1832 91.499931 1832 1 1833 91.598694 1833 1 1834 91.600784 1834 1 1835 91.698486 1835 1 1836 91.700554 1836 1 1837 91.799164 1837 1 1838 91.801201 1838 1 1839 91.898529 1839 1 1840 91.900543 1840 1 1841 91.994476 1841 1 1842 91.999649 1842 1 1843 92.093620 1843 1 1844 92.099930 1844 1 1845 92.194557 1845 1 1846 92.200867 1846 1 1847 92.295479 1847 1 1848 92.301788 1848 1 1849 92.396393 1849 1 1850 92.402695 1850 1 1851 92.497284 1851 1 1852 92.503593 1852 1 1853 92.598167 1853 1 1854 92.604469 1854 1 1855 92.699028 1855 1 1856 92.705330 1856 1 1857 92.793571 1857 1 1858 92.799873 1858 1 1859 92.894409 1859 1 1860 92.900711 1860 1 1861 92.995239 1861 1 1862 93.001541 1862 1 1863 93.096054 1863 1 1864 93.102356 1864 1 1865 93.196861 1865 1 1866 93.203163 1866 1 1867 93.297661 1867 1 1868 93.303963 1868 1 1869 93.398453 1869 1 1870 93.404747 1870 1 1871 93.492920 1871 1 1872 93.499222 1872 1 1873 93.593674 1873 1 1874 93.599968 1874 1 1875 93.694130 1875 1 1876 93.700340 1876 1 1877 93.798470 1877 1 1878 93.804520 1878 1 1879 93.894218 1879 1 1880 93.900131 1880 1 1881 93.993454 1881 1 1882 93.999214 1882 1 1883 94.095642 1883 1 1884 94.101227 1884 1 1885 94.194656 1885 1 1886 94.200058 1886 1 1887 94.295464 1887 1 1888 94.300659 1888 1 1889 94.397217 1889 1 1890 94.402184 1890 1 1891 94.499069 1891 1 1892 94.503792 1892 1 1893 94.595764 1893 1 1894 94.600235 1894 1 1895 94.695816 1895 1 1896 94.700272 1896 1 1897 94.796463 1897 1 1898 94.801163 1898 1 1899 94.897522 1899 1 1900 94.902451 1900 1 1901 94.998192 1901 1 1902 95.003334 1902 1 1903 95.097672 1903 1 1904 95.103004 1904 1 1905 95.195129 1905 1 1906 95.200623 1906 1 1907 95.295425 1907 1 1908 95.301079 1908 1 1909 95.398483 1909 1 1910 95.404289 1910 1 1911 95.498398 1911 1 1912 95.504356 1912 1 1913 95.594734 1913 1 1914 95.600830 1914 1 1915 95.693306 1915 1 1916 95.699539 1916 1 1917 95.794113 1917 1 1918 95.800484 1918 1 1919 95.896873 1919 1 1920 95.903358 1920 1 1921 95.994904 1921 1 1922 96.001495 1922 1 1923 96.094551 1923 1 1924 96.101250 1924 1 1925 96.195740 1925 1 1926 96.202538 1926 1 1927 96.298393 1927 1 1928 96.305290 1928 1 1929 96.395454 1929 1 1930 96.402435 1930 1 1931 96.493706 1931 1 1932 96.500771 1932 1 1933 96.593170 1933 1 1934 96.600319 1934 1 1935 96.693840 1935 1 1936 96.701073 1936 1 1937 96.795700 1937 1 1938 96.803024 1938 1 1939 96.898735 1939 1 1940 96.906143 1940 1 1941 96.995483 1941 1 1942 97.002975 1942 1 1943 97.098320 1943 1 1944 97.104607 1944 1 1945 97.197815 1945 1 1946 97.204727 1946 1 1947 97.295593 1947 1 1948 97.301880 1948 1 1949 97.391281 1949 1 1950 97.399094 1950 1 1951 97.493439 1951 1 1952 97.501350 1952 1 1953 97.596687 1953 1 1954 97.604630 1954 1 1955 97.691605 1955 1 1956 97.699478 1956 1 1957 97.797691 1957 1 1958 97.804039 1958 1 1959 97.898926 1959 1 1960 97.905212 1960 1 1961 97.993690 1961 1 1962 98.000038 1962 1 1963 98.094635 1963 1 1964 98.100922 1964 1 1965 98.195473 1965 1 1966 98.201759 1966 1 1967 98.296059 1967 1 1968 98.302345 1968 1 1969 98.396629 1969 1 1970 98.402916 1970 1 1971 98.497223 1971 1 1972 98.503510 1972 1 1973 98.597824 1973 1 1974 98.604111 1974 1 1975 98.698425 1975 1 1976 98.704712 1976 1 1977 98.799034 1977 1 1978 98.805321 1978 1 1979 98.893364 1979 1 1980 98.899651 1980 1 1981 98.993980 1981 1 1982 99.000267 1982 1 1983 99.094604 1983 1 1984 99.100891 1984 1 1985 99.195229 1985 1 1986 99.201515 1986 1 1987 99.295860 1987 1 1988 99.302155 1988 1 1989 99.396500 1989 1 1990 99.402786 1990 1 1991 99.497131 1991 1 1992 99.503426 1992 1 1993 99.597763 1993 1 1994 99.604057 1994 1 1995 99.698402 1995 1 1996 99.704689 1996 1 1997 99.799042 1997 1 1998 99.805336 1998 1 1999 99.893394 1999 1 2000 99.899689 2000 1 2001 99.993752 2001 1 2002 99.999969 2002 1 .. GENERATED FROM PYTHON SOURCE LINES 97-104 In this case, the Unit System is not attached to the data_source, but it can be directly assigned to the results. As we are employing the dpf.Model API, we only need to assign the Unit System once (the Model will assign it for the rest of the results). Results from the matsum branch of the binout file are a FieldsContainer on a LabelSpace comprised by part IDs. Extract part kinetic energy for all parts: .. GENERATED FROM PYTHON SOURCE LINES 104-110 .. code-block:: Python PKE_op = model.results.part_kinetic_energy() PKE_op.inputs.unit_system.connect(dpf.unit_systems.solver_mks) PKE = PKE_op.eval() print(PKE) .. rst-class:: sphx-glr-script-out .. code-block:: none DPF Fields Container with 129 field(s) defined on labels: part with: - field 0 {part: 1} with TimeFreq_steps location, 1 components and 101 entities. - field 1 {part: 2} with TimeFreq_steps location, 1 components and 101 entities. - field 2 {part: 3} with TimeFreq_steps location, 1 components and 101 entities. - field 3 {part: 4} with TimeFreq_steps location, 1 components and 101 entities. - field 4 {part: 5} with TimeFreq_steps location, 1 components and 101 entities. - field 5 {part: 6} with TimeFreq_steps location, 1 components and 101 entities. - field 6 {part: 7} with TimeFreq_steps location, 1 components and 101 entities. - field 7 {part: 8} with TimeFreq_steps location, 1 components and 101 entities. - field 8 {part: 9} with TimeFreq_steps location, 1 components and 101 entities. - field 9 {part: 10} with TimeFreq_steps location, 1 components and 101 entities. - field 10 {part: 11} with TimeFreq_steps location, 1 components and 101 entities. - field 11 {part: 12} with TimeFreq_steps location, 1 components and 101 entities. - field 12 {part: 13} with TimeFreq_steps location, 1 components and 101 entities. - field 13 {part: 14} with TimeFreq_steps location, 1 components and 101 entities. - field 14 {part: 15} with TimeFreq_steps location, 1 components and 101 entities. - field 15 {part: 16} with TimeFreq_steps location, 1 components and 101 entities. - field 16 {part: 17} with TimeFreq_steps location, 1 components and 101 entities. - field 17 {part: 18} with TimeFreq_steps location, 1 components and 101 entities. - field 18 {part: 19} with TimeFreq_steps location, 1 components and 101 entities. - field 19 {part: 20} with TimeFreq_steps location, 1 components and 101 entities. - field 20 {part: 21} with TimeFreq_steps location, 1 components and 101 entities. - field 21 {part: 22} with TimeFreq_steps location, 1 components and 101 entities. - field 22 {part: 23} with TimeFreq_steps location, 1 components and 101 entities. - field 23 {part: 24} with TimeFreq_steps location, 1 components and 101 entities. - field 24 {part: 25} with TimeFreq_steps location, 1 components and 101 entities. - field 25 {part: 26} with TimeFreq_steps location, 1 components and 101 entities. - field 26 {part: 27} with TimeFreq_steps location, 1 components and 101 entities. - field 27 {part: 28} with TimeFreq_steps location, 1 components and 101 entities. - field 28 {part: 29} with TimeFreq_steps location, 1 components and 101 entities. - field 29 {part: 30} with TimeFreq_steps location, 1 components and 101 entities. - field 30 {part: 31} with TimeFreq_steps location, 1 components and 101 entities. - field 31 {part: 32} with TimeFreq_steps location, 1 components and 101 entities. - field 32 {part: 33} with TimeFreq_steps location, 1 components and 101 entities. - field 33 {part: 34} with TimeFreq_steps location, 1 components and 101 entities. - field 34 {part: 35} with TimeFreq_steps location, 1 components and 101 entities. - field 35 {part: 36} with TimeFreq_steps location, 1 components and 101 entities. - field 36 {part: 37} with TimeFreq_steps location, 1 components and 101 entities. - field 37 {part: 38} with TimeFreq_steps location, 1 components and 101 entities. - field 38 {part: 39} with TimeFreq_steps location, 1 components and 101 entities. - field 39 {part: 40} with TimeFreq_steps location, 1 components and 101 entities. - field 40 {part: 41} with TimeFreq_steps location, 1 components and 101 entities. - field 41 {part: 42} with TimeFreq_steps location, 1 components and 101 entities. - field 42 {part: 43} with TimeFreq_steps location, 1 components and 101 entities. - field 43 {part: 44} with TimeFreq_steps location, 1 components and 101 entities. - field 44 {part: 45} with TimeFreq_steps location, 1 components and 101 entities. - field 45 {part: 46} with TimeFreq_steps location, 1 components and 101 entities. - field 46 {part: 47} with TimeFreq_steps location, 1 components and 101 entities. - field 47 {part: 48} with TimeFreq_steps location, 1 components and 101 entities. - field 48 {part: 49} with TimeFreq_steps location, 1 components and 101 entities. - field 49 {part: 50} with TimeFreq_steps location, 1 components and 101 entities. - field 50 {part: 51} with TimeFreq_steps location, 1 components and 101 entities. - field 51 {part: 52} with TimeFreq_steps location, 1 components and 101 entities. - field 52 {part: 53} with TimeFreq_steps location, 1 components and 101 entities. - field 53 {part: 54} with TimeFreq_steps location, 1 components and 101 entities. - field 54 {part: 55} with TimeFreq_steps location, 1 components and 101 entities. - field 55 {part: 56} with TimeFreq_steps location, 1 components and 101 entities. - field 56 {part: 57} with TimeFreq_steps location, 1 components and 101 entities. - field 57 {part: 58} with TimeFreq_steps location, 1 components and 101 entities. - field 58 {part: 59} with TimeFreq_steps location, 1 components and 101 entities. - field 59 {part: 60} with TimeFreq_steps location, 1 components and 101 entities. - field 60 {part: 61} with TimeFreq_steps location, 1 components and 101 entities. - field 61 {part: 62} with TimeFreq_steps location, 1 components and 101 entities. - field 62 {part: 63} with TimeFreq_steps location, 1 components and 101 entities. - field 63 {part: 64} with TimeFreq_steps location, 1 components and 101 entities. - field 64 {part: 65} with TimeFreq_steps location, 1 components and 101 entities. - field 65 {part: 66} with TimeFreq_steps location, 1 components and 101 entities. - field 66 {part: 67} with TimeFreq_steps location, 1 components and 101 entities. - field 67 {part: 68} with TimeFreq_steps location, 1 components and 101 entities. - field 68 {part: 69} with TimeFreq_steps location, 1 components and 101 entities. - field 69 {part: 70} with TimeFreq_steps location, 1 components and 101 entities. - field 70 {part: 71} with TimeFreq_steps location, 1 components and 101 entities. - field 71 {part: 72} with TimeFreq_steps location, 1 components and 101 entities. - field 72 {part: 73} with TimeFreq_steps location, 1 components and 101 entities. - field 73 {part: 74} with TimeFreq_steps location, 1 components and 101 entities. - field 74 {part: 75} with TimeFreq_steps location, 1 components and 101 entities. - field 75 {part: 76} with TimeFreq_steps location, 1 components and 101 entities. - field 76 {part: 77} with TimeFreq_steps location, 1 components and 101 entities. - field 77 {part: 78} with TimeFreq_steps location, 1 components and 101 entities. - field 78 {part: 79} with TimeFreq_steps location, 1 components and 101 entities. - field 79 {part: 80} with TimeFreq_steps location, 1 components and 101 entities. - field 80 {part: 81} with TimeFreq_steps location, 1 components and 101 entities. - field 81 {part: 82} with TimeFreq_steps location, 1 components and 101 entities. - field 82 {part: 83} with TimeFreq_steps location, 1 components and 101 entities. - field 83 {part: 84} with TimeFreq_steps location, 1 components and 101 entities. - field 84 {part: 85} with TimeFreq_steps location, 1 components and 101 entities. - field 85 {part: 86} with TimeFreq_steps location, 1 components and 101 entities. - field 86 {part: 87} with TimeFreq_steps location, 1 components and 101 entities. - field 87 {part: 88} with TimeFreq_steps location, 1 components and 101 entities. - field 88 {part: 89} with TimeFreq_steps location, 1 components and 101 entities. - field 89 {part: 90} with TimeFreq_steps location, 1 components and 101 entities. - field 90 {part: 91} with TimeFreq_steps location, 1 components and 101 entities. - field 91 {part: 92} with TimeFreq_steps location, 1 components and 101 entities. - field 92 {part: 93} with TimeFreq_steps location, 1 components and 101 entities. - field 93 {part: 301} with TimeFreq_steps location, 1 components and 101 entities. - field 94 {part: 303} with TimeFreq_steps location, 1 components and 101 entities. - field 95 {part: 304} with TimeFreq_steps location, 1 components and 101 entities. - field 96 {part: 305} with TimeFreq_steps location, 1 components and 101 entities. - field 97 {part: 306} with TimeFreq_steps location, 1 components and 101 entities. - field 98 {part: 307} with TimeFreq_steps location, 1 components and 101 entities. - field 99 {part: 308} with TimeFreq_steps location, 1 components and 101 entities. - field 100 {part: 309} with TimeFreq_steps location, 1 components and 101 entities. - field 101 {part: 310} with TimeFreq_steps location, 1 components and 101 entities. - field 102 {part: 311} with TimeFreq_steps location, 1 components and 101 entities. - field 103 {part: 312} with TimeFreq_steps location, 1 components and 101 entities. - field 104 {part: 718} with TimeFreq_steps location, 1 components and 101 entities. - field 105 {part: 1500} with TimeFreq_steps location, 1 components and 101 entities. - field 106 {part: 1501} with TimeFreq_steps location, 1 components and 101 entities. - field 107 {part: 1502} with TimeFreq_steps location, 1 components and 101 entities. - field 108 {part: 1503} with TimeFreq_steps location, 1 components and 101 entities. - field 109 {part: 1504} with TimeFreq_steps location, 1 components and 101 entities. - field 110 {part: 1505} with TimeFreq_steps location, 1 components and 101 entities. - field 111 {part: 1506} with TimeFreq_steps location, 1 components and 101 entities. - field 112 {part: 1507} with TimeFreq_steps location, 1 components and 101 entities. - field 113 {part: 1508} with TimeFreq_steps location, 1 components and 101 entities. - field 114 {part: 1509} with TimeFreq_steps location, 1 components and 101 entities. - field 115 {part: 1510} with TimeFreq_steps location, 1 components and 101 entities. - field 116 {part: 1511} with TimeFreq_steps location, 1 components and 101 entities. - field 117 {part: 1512} with TimeFreq_steps location, 1 components and 101 entities. - field 118 {part: 1513} with TimeFreq_steps location, 1 components and 101 entities. - field 119 {part: 1514} with TimeFreq_steps location, 1 components and 101 entities. - field 120 {part: 1515} with TimeFreq_steps location, 1 components and 101 entities. - field 121 {part: 1516} with TimeFreq_steps location, 1 components and 101 entities. - field 122 {part: 1517} with TimeFreq_steps location, 1 components and 101 entities. - field 123 {part: 1518} with TimeFreq_steps location, 1 components and 101 entities. - field 124 {part: 1519} with TimeFreq_steps location, 1 components and 101 entities. - field 125 {part: 1520} with TimeFreq_steps location, 1 components and 101 entities. - field 126 {part: 1521} with TimeFreq_steps location, 1 components and 101 entities. - field 127 {part: 1522} with TimeFreq_steps location, 1 components and 101 entities. - field 128 {part: 1523} with TimeFreq_steps location, 1 components and 101 entities. .. GENERATED FROM PYTHON SOURCE LINES 111-112 Extract part internal energy for only a selected number of parts. .. GENERATED FROM PYTHON SOURCE LINES 112-118 .. code-block:: Python part_sco = dpf.Scoping(ids=[50, 1522], location="part") PIE_op = model.results.part_internal_energy() PIE_op.inputs.entity_scoping.connect(part_sco) PIE = PIE_op.eval() .. GENERATED FROM PYTHON SOURCE LINES 119-122 Plot part kinetic and internal energy for a selection of parts. In this case, the TimeFreqSupport of the matsum branch does not have all the time steps in the binout file. Thus, a rescoping operation is needed: .. GENERATED FROM PYTHON SOURCE LINES 122-138 .. code-block:: Python rescope_op = dpf.operators.scoping.rescope() rescope_op.inputs.fields.connect(PKE.time_freq_support.time_frequencies) rescope_op.inputs.mesh_scoping.connect(PKE[0].scoping) t_field = rescope_op.outputs.fields_as_field() t_vals = t_field.data plt.plot(t_vals, PKE.get_field({"part": 50}).data, label="Kinetic, Part 50") plt.plot(t_vals, PKE.get_field({"part": 1522}).data, label="Kinetic, Part 1522") plt.plot(t_vals, PIE.get_field({"part": 50}).data, label="Internal, Part 50") plt.plot(t_vals, PIE.get_field({"part": 1522}).data, label="Internal, Part 1522") plt.xlabel("Time ({:s})".format(t_field.unit)) plt.ylabel("Energy ({:s})".format(PIE.get_field({"part": 50}).unit)) plt.legend() plt.show() .. image-sg:: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_004.png :alt: 02 lsdyna operators :srcset: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_004.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 139-142 Similarly, results from the rcforc branch of the binout file are a FieldsContainer on a LabelSpace comprised by interface IDs. Extract interface contact force for only one interface. .. GENERATED FROM PYTHON SOURCE LINES 142-149 .. code-block:: Python interface_sco = dpf.Scoping(ids=[19], location="interface") FC_op = model.results.interface_contact_force() FC_op.inputs.entity_scoping.connect(interface_sco) FC = FC_op.eval() print(FC) .. rst-class:: sphx-glr-script-out .. code-block:: none DPF Fields Container with 2 field(s) defined on labels: idtype interface with: - field 0 {interface: 19, idtype: 0} with TimeFreq_steps location, 3 components and 1001 entities. - field 1 {interface: 19, idtype: 1} with TimeFreq_steps location, 3 components and 1001 entities. .. GENERATED FROM PYTHON SOURCE LINES 150-153 In addition to interface, the FieldsContainer is scoped on idtype (0 for the master side of the interface, 1 for the slave). Contact force is a vector, and the three components are available. .. GENERATED FROM PYTHON SOURCE LINES 153-175 .. code-block:: Python rescope_op = dpf.operators.scoping.rescope() rescope_op.inputs.fields.connect(FC.time_freq_support.time_frequencies) rescope_op.inputs.mesh_scoping.connect(FC[0].scoping) t_field = rescope_op.outputs.fields_as_field() t_vals = t_field.data FX = FC.select_component(0) FY = FC.select_component(1) FZ = FC.select_component(2) plt.plot(t_vals, FX.get_field({"interface": 19, "idtype": 0}).data, label="FX, slave") plt.plot(t_vals, FX.get_field({"interface": 19, "idtype": 1}).data, label="FX, master") plt.plot(t_vals, FY.get_field({"interface": 19, "idtype": 0}).data, label="FY, slave") plt.plot(t_vals, FY.get_field({"interface": 19, "idtype": 1}).data, label="FY, master") plt.plot(t_vals, FZ.get_field({"interface": 19, "idtype": 0}).data, label="FZ, slave") plt.plot(t_vals, FZ.get_field({"interface": 19, "idtype": 1}).data, label="FZ, master") plt.xlabel("Time ({:s})".format(t_field.unit)) plt.xlim([0, 10]) plt.ylabel("Contact Force ({:s})".format(FX.get_field({"interface": 19, "idtype": 0}).unit)) plt.legend() plt.show() .. image-sg:: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_005.png :alt: 02 lsdyna operators :srcset: /examples/01-transient_analyses/images/sphx_glr_02-lsdyna_operators_005.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-timing **Total running time of the script:** (0 minutes 10.365 seconds) .. _sphx_glr_download_examples_01-transient_analyses_02-lsdyna_operators.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: 02-lsdyna_operators.ipynb <02-lsdyna_operators.ipynb>` .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: 02-lsdyna_operators.py <02-lsdyna_operators.py>` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_