Note
Go to the end to download the full example code.
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 Compatibility.
import matplotlib.pyplot as plt
from ansys.dpf import core as dpf
from ansys.dpf.core import examples
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 results in the file as well as for the mesh.
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)
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
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.
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)
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.
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)
Some of the results are marked as global. They are not scoped over any mesh entity, but are global variables of the model.
K = model.results.global_kinetic_energy().eval()
print(K)
DPF Fields Container
with 1 field(s)
defined on labels:
with:
- field 0 {} with TimeFreq_steps location, 1 components and 12 entities.
Energy plots over time (the sphere was released with some initial velocity).
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()
binout file results extraction#
Create the model and dprint its contents. This LS-DYNA binout file contains several branches (glstat, matsum and rcforc).
binout = examples.download_binout_matsum()
ds = dpf.DataSources()
ds.set_result_file_path(binout, "binout")
model = dpf.Model(ds)
print(model)
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
- sbtout_belt_force: TimeFreq_steps Sbtout Belt Force
- sbtout_belt_length: TimeFreq_steps Sbtout Belt Length
- sbtout_retractor_force: TimeFreq_steps Sbtout Retractor Force
- sbtout_retractor_pullout: TimeFreq_steps Sbtout Retractor Pullout
- sbtout_slipring: TimeFreq_steps Sbtout Slipring
- 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 1
191 9.494293 191 1
192 9.503203 192 1
193 9.592311 193 1
194 9.601222 194 1
195 9.699240 195 1
196 9.708151 196 1
197 9.797258 197 1
198 9.806169 198 1
199 9.895276 199 1
200 9.904187 200 1
201 9.993294 201 1
202 10.002205 202 1
203 10.091312 203 1
204 10.100224 204 1
205 10.198241 205 1
206 10.207151 206 1
207 10.296259 207 1
208 10.305170 208 1
209 10.394279 209 1
210 10.403189 210 1
211 10.492304 211 1
212 10.501216 212 1
213 10.599245 213 1
214 10.608157 214 1
215 10.697274 215 1
216 10.706186 216 1
217 10.795304 217 1
218 10.804215 218 1
219 10.893333 219 1
220 10.902245 220 1
221 10.991363 221 1
222 11.000275 222 1
223 11.098304 223 1
224 11.107215 224 1
225 11.196333 225 1
226 11.205245 226 1
227 11.294362 227 1
228 11.303274 228 1
229 11.392391 229 1
230 11.401303 230 1
231 11.499333 231 1
232 11.508245 232 1
233 11.597363 233 1
234 11.606274 234 1
235 11.695392 235 1
236 11.704304 236 1
237 11.793422 237 1
238 11.802333 238 1
239 11.891449 239 1
240 11.900359 240 1
241 11.998384 241 1
242 12.007294 242 1
243 12.096347 243 1
244 12.105259 244 1
245 12.194366 245 1
246 12.203276 246 1
247 12.292382 247 1
248 12.301292 248 1
249 12.399310 249 1
250 12.408221 250 1
251 12.497328 251 1
252 12.506238 252 1
253 12.595345 253 1
254 12.604255 254 1
255 12.693352 255 1
256 12.702262 256 1
257 12.791368 257 1
258 12.800280 258 1
259 12.898229 259 1
260 12.907125 260 1
261 12.996218 261 1
262 13.005129 262 1
263 13.094235 263 1
264 13.103146 264 1
265 13.192252 265 1
266 13.201163 266 1
267 13.299180 267 1
268 13.308091 268 1
269 13.397198 269 1
270 13.406108 270 1
271 13.495215 271 1
272 13.504128 272 1
273 13.593246 273 1
274 13.602159 274 1
275 13.691278 275 1
276 13.700190 276 1
277 13.798222 277 1
278 13.807134 278 1
279 13.896254 279 1
280 13.905166 280 1
281 13.994215 281 1
282 14.003116 282 1
283 14.092141 283 1
284 14.101042 284 1
285 14.198971 285 1
286 14.207870 286 1
287 14.296902 287 1
288 14.305802 288 1
289 14.394816 289 1
290 14.403717 290 1
291 14.492726 291 1
292 14.501623 292 1
293 14.599604 293 1
294 14.608504 294 1
295 14.697553 295 1
296 14.706450 296 1
297 14.795456 297 1
298 14.804366 298 1
299 14.893403 299 1
300 14.902300 300 1
301 14.991365 301 1
302 15.000277 302 1
303 15.098253 303 1
304 15.107150 304 1
305 15.196204 305 1
306 15.205114 306 1
307 15.294127 307 1
308 15.303024 308 1
309 15.392003 309 1
310 15.400900 310 1
311 15.498770 311 1
312 15.507667 312 1
313 15.596642 313 1
314 15.605539 314 1
315 15.694518 315 1
316 15.703419 316 1
317 15.792427 317 1
318 15.801324 318 1
319 15.899206 319 1
320 15.908117 320 1
321 15.997162 321 1
322 16.006063 322 1
323 16.095060 323 1
324 16.103958 324 1
325 16.192940 325 1
326 16.201836 326 1
327 16.299715 327 1
328 16.308613 328 1
329 16.397587 329 1
330 16.406485 330 1
331 16.495459 331 1
332 16.504356 332 1
333 16.593330 333 1
334 16.602228 334 1
335 16.691200 335 1
336 16.700098 336 1
337 16.797968 337 1
338 16.806864 338 1
339 16.895941 339 1
340 16.904840 340 1
341 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 21.999575 441 1
442 22.001776 442 1
443 22.098860 443 1
444 22.101072 444 1
445 22.198702 445 1
446 22.200928 446 1
447 22.299099 447 1
448 22.301336 448 1
449 22.400043 449 1
450 22.402294 450 1
451 22.499275 451 1
452 22.501537 452 1
453 22.599031 453 1
454 22.601305 454 1
455 22.699329 455 1
456 22.701616 456 1
457 22.797865 457 1
458 22.800161 458 1
459 22.899208 459 1
460 22.901518 460 1
461 22.998747 461 1
462 23.001068 462 1
463 23.098791 463 1
464 23.101124 464 1
465 23.199358 465 1
466 23.201704 466 1
467 23.298098 467 1
468 23.300455 468 1
469 23.399715 469 1
470 23.402084 470 1
471 23.499483 471 1
472 23.501863 472 1
473 23.599775 473 1
474 23.602169 474 1
475 23.698185 475 1
476 23.700592 476 1
477 23.799513 477 1
478 23.801933 478 1
479 23.898933 479 1
480 23.901365 480 1
481 23.998865 481 1
482 24.001308 482 1
483 24.099319 483 1
484 24.101776 484 1
485 24.197836 485 1
486 24.200304 486 1
487 24.299360 487 1
488 24.301844 488 1
489 24.398956 489 1
490 24.401453 490 1
491 24.499113 491 1
492 24.501623 492 1
493 24.599850 493 1
494 24.602375 494 1
495 24.698679 495 1
496 24.701221 496 1
497 24.798164 497 1
498 24.800724 498 1
499 24.898348 499 1
500 24.900925 500 1
501 24.999241 501 1
502 25.001837 502 1
503 25.098253 503 1
504 25.100870 504 1
505 25.198011 505 1
506 25.200647 506 1
507 25.298561 507 1
508 25.301218 508 1
509 25.399933 509 1
510 25.402613 510 1
511 25.499472 511 1
512 25.502174 512 1
513 25.599909 513 1
514 25.602638 514 1
515 25.698580 515 1
516 25.701336 516 1
517 25.798267 517 1
518 25.801052 518 1
519 25.899038 519 1
520 25.901854 520 1
521 25.998114 521 1
522 26.000961 522 1
523 26.098392 523 1
524 26.101276 524 1
525 26.199966 525 1
526 26.202888 526 1
527 26.299913 527 1
528 26.302872 528 1
529 26.398115 529 1
530 26.401110 530 1
531 26.497496 531 1
532 26.500526 532 1
533 26.598053 533 1
534 26.601118 534 1
535 26.699776 535 1
536 26.702877 536 1
537 26.799532 537 1
538 26.802668 538 1
539 26.897236 539 1
540 26.900406 540 1
541 26.999231 541 1
542 27.002438 542 1
543 27.099184 543 1
544 27.102427 544 1
545 27.197046 545 1
546 27.200327 546 1
547 27.299398 547 1
548 27.302721 548 1
549 27.399677 549 1
550 27.403040 550 1
551 27.497784 551 1
552 27.501188 552 1
553 27.597071 553 1
554 27.600515 554 1
555 27.697582 555 1
556 27.701069 556 1
557 27.799368 557 1
558 27.802900 558 1
559 27.898903 559 1
560 27.902481 560 1
561 27.999710 561 1
562 28.003336 562 1
563 28.098152 563 1
564 28.101822 564 1
565 28.197824 565 1
566 28.201540 566 1
567 28.298733 567 1
568 28.302494 568 1
569 28.397083 569 1
570 28.400888 570 1
571 28.496624 571 1
572 28.500477 572 1
573 28.597397 573 1
574 28.601299 574 1
575 28.699442 575 1
576 28.703392 576 1
577 28.798777 577 1
578 28.802776 578 1
579 28.899324 579 1
580 28.903372 580 1
581 28.997013 581 1
582 29.001108 582 1
583 29.100006 583 1
584 29.104153 584 1
585 29.195889 585 1
586 29.200081 586 1
587 29.297098 587 1
588 29.301342 588 1
589 29.399496 589 1
590 29.403788 590 1
591 29.498739 591 1
592 29.503080 592 1
593 29.599081 593 1
594 29.603468 594 1
595 29.696087 595 1
596 29.700520 596 1
597 29.798573 597 1
598 29.803053 598 1
599 29.897617 599 1
600 29.902142 600 1
601 29.997641 601 1
602 30.002209 602 1
603 30.098639 603 1
604 30.103252 604 1
605 30.195957 605 1
606 30.200613 606 1
607 30.298866 607 1
608 30.303568 608 1
609 30.398010 609 1
610 30.402754 610 1
611 30.498035 611 1
612 30.502819 612 1
613 30.598740 613 1
614 30.603500 614 1
615 30.697105 615 1
616 30.701708 616 1
617 30.796635 617 1
618 30.801075 618 1
619 30.896976 619 1
620 30.901255 620 1
621 30.996698 621 1
622 31.001333 622 1
623 31.095596 623 1
624 31.100388 624 1
625 31.197756 625 1
626 31.202702 626 1
627 31.298031 627 1
628 31.303120 628 1
629 31.395048 629 1
630 31.400173 630 1
631 31.497917 631 1
632 31.503080 632 1
633 31.596348 633 1
634 31.601547 634 1
635 31.695446 635 1
636 31.700680 636 1
637 31.795191 637 1
638 31.800457 638 1
639 31.895548 639 1
640 31.900846 640 1
641 31.996508 641 1
642 32.001839 642 1
643 32.098083 643 1
644 32.103447 644 1
645 32.194904 645 1
646 32.200298 646 1
647 32.297726 647 1
648 32.303154 648 1
649 32.395702 649 1
650 32.401161 650 1
651 32.499683 651 1
652 32.505169 652 1
653 32.598660 653 1
654 32.604172 654 1
655 32.698044 655 1
656 32.703575 656 1
657 32.797794 657 1
658 32.803349 658 1
659 32.897907 659 1
660 32.903481 660 1
661 32.998405 661 1
662 33.003998 662 1
663 33.099312 663 1
664 33.104931 664 1
665 33.195011 665 1
666 33.200653 666 1
667 33.296768 667 1
668 33.302433 668 1
669 33.398956 669 1
670 33.404648 670 1
671 33.495861 671 1
672 33.501572 672 1
673 33.598877 673 1
674 33.604610 674 1
675 33.696568 675 1
676 33.702324 676 1
677 33.794651 677 1
678 33.800434 678 1
679 33.898952 679 1
680 33.904762 680 1
681 33.997894 681 1
682 34.003731 682 1
683 34.097282 683 1
684 34.103146 684 1
685 34.197136 685 1
686 34.203026 686 1
687 34.297470 687 1
688 34.303387 688 1
689 34.398304 689 1
690 34.404251 690 1
691 34.499653 691 1
692 34.505630 692 1
693 34.595516 693 1
694 34.601524 694 1
695 34.697891 695 1
696 34.703930 696 1
697 34.794743 697 1
698 34.800812 698 1
699 34.898186 699 1
700 34.904289 700 1
701 34.996063 701 1
702 35.002201 702 1
703 35.094463 703 1
704 35.100632 704 1
705 35.199596 705 1
706 35.205799 706 1
707 35.299114 707 1
708 35.305351 708 1
709 35.399197 709 1
710 35.405468 710 1
711 35.499851 711 1
712 35.506161 712 1
713 35.594730 713 1
714 35.601074 714 1
715 35.695652 715 1
716 35.701862 716 1
717 35.799515 717 1
718 35.805504 718 1
719 35.899506 719 1
720 35.905266 720 1
721 35.995525 721 1
722 36.001049 722 1
723 36.098106 723 1
724 36.103367 724 1
725 36.195683 725 1
726 36.200676 726 1
727 36.297588 727 1
728 36.302284 728 1
729 36.397541 729 1
730 36.401917 730 1
731 36.496498 731 1
732 36.501205 732 1
733 36.598366 733 1
734 36.603374 734 1
735 36.698254 735 1
736 36.700443 736 1
737 36.799324 737 1
738 36.801632 738 1
739 36.898586 739 1
740 36.901009 740 1
741 36.997723 741 1
742 37.000256 742 1
743 37.098717 743 1
744 37.101364 744 1
745 37.198433 745 1
746 37.201183 746 1
747 37.299068 747 1
748 37.301918 748 1
749 37.397396 749 1
750 37.400333 750 1
751 37.498909 751 1
752 37.501942 752 1
753 37.597363 753 1
754 37.600483 754 1
755 37.698647 755 1
756 37.701859 756 1
757 37.799484 757 1
758 37.802784 758 1
759 37.899643 759 1
760 37.903023 760 1
761 37.998882 761 1
762 38.002346 762 1
763 38.096966 763 1
764 38.100510 764 1
765 38.197273 765 1
766 38.200897 766 1
767 38.299793 767 1
768 38.303497 768 1
769 38.396961 769 1
770 38.400734 770 1
771 38.499851 771 1
772 38.503700 772 1
773 38.596916 773 1
774 38.600834 774 1
775 38.699688 775 1
776 38.703678 776 1
777 38.796211 777 1
778 38.800270 778 1
779 38.898472 779 1
780 38.902599 780 1
781 38.998302 781 1
782 39.002499 782 1
783 39.099781 783 1
784 39.104046 784 1
785 39.198582 785 1
786 39.202911 786 1
787 39.298496 787 1
788 39.302895 788 1
789 39.395855 789 1
790 39.400311 790 1
791 39.499107 791 1
792 39.503632 792 1
793 39.599281 793 1
794 39.603867 794 1
795 39.696175 795 1
796 39.700817 796 1
797 39.798985 797 1
798 39.803692 798 1
799 39.898350 799 1
800 39.903111 800 1
801 39.998882 801 1
802 40.003696 802 1
803 40.095692 803 1
804 40.100555 804 1
805 40.198425 805 1
806 40.203342 806 1
807 40.297260 807 1
808 40.302223 808 1
809 40.396984 809 1
810 40.401989 810 1
811 40.497517 811 1
812 40.502563 812 1
813 40.598789 813 1
814 40.603870 814 1
815 40.695621 815 1
816 40.700733 816 1
817 40.798138 817 1
818 40.803280 818 1
819 40.896027 819 1
820 40.901188 820 1
821 40.999531 821 1
822 41.004719 822 1
823 41.098259 823 1
824 41.103466 824 1
825 41.197323 825 1
826 41.202545 826 1
827 41.296677 827 1
828 41.301914 828 1
829 41.396275 829 1
830 41.401524 830 1
831 41.496067 831 1
832 41.501324 832 1
833 41.596027 833 1
834 41.601295 834 1
835 41.696152 835 1
836 41.701424 836 1
837 41.796444 837 1
838 41.801731 838 1
839 41.896938 839 1
840 41.902233 840 1
841 41.997654 841 1
842 42.002960 842 1
843 42.097473 843 1
844 42.102619 844 1
845 42.198185 845 1
846 42.203098 846 1
847 42.298985 847 1
848 42.303658 848 1
849 42.399212 849 1
850 42.403641 850 1
851 42.496552 851 1
852 42.501148 852 1
853 42.595505 853 1
854 42.600342 854 1
855 42.699448 855 1
856 42.704525 856 1
857 42.797859 857 1
858 42.803154 858 1
859 42.894871 859 1
860 42.900318 860 1
861 42.998627 861 1
862 43.004097 862 1
863 43.097332 863 1
864 43.102829 864 1
865 43.196476 865 1
866 43.201996 866 1
867 43.296085 867 1
868 43.301632 868 1
869 43.396194 869 1
870 43.401772 870 1
871 43.496834 871 1
872 43.502441 872 1
873 43.598022 873 1
874 43.603661 874 1
875 43.699772 875 1
876 43.705441 876 1
877 43.796383 877 1
878 43.802082 878 1
879 43.899239 879 1
880 43.904968 880 1
881 43.996918 881 1
882 44.002682 882 1
883 44.095146 883 1
884 44.100941 884 1
885 44.199768 885 1
886 44.205601 886 1
887 44.299168 887 1
888 44.305035 888 1
889 44.399162 889 1
890 44.405064 890 1
891 44.499771 891 1
892 44.505707 892 1
893 44.595058 893 1
894 44.601032 894 1
895 44.696953 895 1
896 44.702965 896 1
897 44.799515 897 1
898 44.805569 898 1
899 44.896626 899 1
900 44.902714 900 1
901 44.994236 901 1
902 45.000305 902 1
903 45.095139 903 1
904 45.100925 904 1
905 45.196796 905 1
906 45.202286 906 1
907 45.298306 907 1
908 45.303482 908 1
909 45.398643 909 1
910 45.403484 910 1
911 45.496727 911 1
912 45.501213 912 1
913 45.599728 913 1
914 45.604412 914 1
915 45.696220 915 1
916 45.701199 916 1
917 45.798355 917 1
918 45.803604 918 1
919 45.894894 919 1
920 45.900387 920 1
921 45.995911 921 1
922 46.001659 922 1
923 46.095600 923 1
924 46.101597 924 1
925 46.199570 925 1
926 46.205822 926 1
927 46.294743 927 1
928 46.301140 928 1
929 46.397125 929 1
930 46.403522 930 1
931 46.499519 931 1
932 46.505920 932 1
933 46.595528 933 1
934 46.601925 934 1
935 46.697941 935 1
936 46.704342 936 1
937 46.793964 937 1
938 46.800365 938 1
939 46.898586 939 1
940 46.900734 940 1
941 46.999065 941 1
942 47.001286 942 1
943 47.098663 943 1
944 47.100971 944 1
945 47.199722 945 1
946 47.202118 946 1
947 47.299709 947 1
948 47.302193 948 1
949 47.398182 949 1
950 47.400749 950 1
951 47.497311 951 1
952 47.499962 952 1
953 47.599579 953 1
954 47.602310 954 1
955 47.699291 955 1
956 47.702103 956 1
957 47.798820 957 1
958 47.801701 958 1
959 47.897900 959 1
960 47.900848 960 1
961 47.999321 961 1
962 48.002342 962 1
963 48.096905 963 1
964 48.099987 964 1
965 48.199684 965 1
966 48.202835 966 1
967 48.298237 967 1
968 48.301449 968 1
969 48.398777 969 1
970 48.402054 970 1
971 48.498035 971 1
972 48.501381 972 1
973 48.599335 973 1
974 48.602749 974 1
975 48.699295 975 1
976 48.702782 976 1
977 48.797794 977 1
978 48.801350 978 1
979 48.898296 979 1
980 48.901924 980 1
981 48.997124 981 1
982 49.000820 982 1
983 49.097820 983 1
984 49.101585 984 1
985 49.196495 985 1
986 49.200325 986 1
987 49.296780 987 1
988 49.300667 988 1
989 49.398594 989 1
990 49.402538 990 1
991 49.497856 991 1
992 49.501854 992 1
993 49.598370 993 1
994 49.602413 994 1
995 49.695961 995 1
996 49.700050 996 1
997 49.798687 997 1
998 49.802818 998 1
999 49.898251 999 1
1000 49.902416 1000 1
1001 49.998661 1001 1
1002 50.002861 1002 1
1003 50.095600 1003 1
1004 50.099827 1004 1
1005 50.197403 1005 1
1006 50.201656 1006 1
1007 50.299770 1007 1
1008 50.304047 1008 1
1009 50.398323 1009 1
1010 50.402618 1010 1
1011 50.497257 1011 1
1012 50.501564 1012 1
1013 50.596539 1013 1
1014 50.600864 1014 1
1015 50.696148 1015 1
1016 50.700485 1016 1
1017 50.796036 1017 1
1018 50.800385 1018 1
1019 50.896156 1019 1
1020 50.900513 1020 1
1021 50.996483 1021 1
1022 51.000851 1022 1
1023 51.097012 1023 1
1024 51.101387 1024 1
1025 51.197742 1025 1
1026 51.202129 1026 1
1027 51.298710 1027 1
1028 51.303104 1028 1
1029 51.395569 1029 1
1030 51.399979 1030 1
1031 51.497196 1031 1
1032 51.501625 1032 1
1033 51.599281 1033 1
1034 51.603733 1034 1
1035 51.697464 1035 1
1036 51.701942 1036 1
1037 51.796288 1037 1
1038 51.800797 1038 1
1039 51.895859 1039 1
1040 51.900402 1040 1
1041 51.996254 1041 1
1042 52.000835 1042 1
1043 52.097549 1043 1
1044 52.102177 1044 1
1045 52.195145 1045 1
1046 52.199814 1046 1
1047 52.298397 1047 1
1048 52.303116 1048 1
1049 52.397980 1049 1
1050 52.402748 1050 1
1051 52.498501 1051 1
1052 52.503304 1052 1
1053 52.599464 1053 1
1054 52.604271 1054 1
1055 52.695415 1055 1
1056 52.700203 1056 1
1057 52.795685 1057 1
1058 52.800449 1058 1
1059 52.899094 1059 1
1060 52.903641 1060 1
1061 52.997910 1061 1
1062 53.002590 1062 1
1063 53.097610 1063 1
1064 53.102375 1064 1
1065 53.197834 1065 1
1066 53.202618 1066 1
1067 53.298611 1067 1
1068 53.303429 1068 1
1069 53.395298 1069 1
1070 53.400158 1070 1
1071 53.497799 1071 1
1072 53.502708 1072 1
1073 53.596516 1073 1
1074 53.601482 1074 1
1075 53.696472 1075 1
1076 53.701508 1076 1
1077 53.797825 1077 1
1078 53.802933 1078 1
1079 53.895523 1079 1
1080 53.900707 1080 1
1081 53.994690 1081 1
1082 53.999950 1082 1
1083 54.095367 1083 1
1084 54.100708 1084 1
1085 54.197590 1085 1
1086 54.203014 1086 1
1087 54.295849 1087 1
1088 54.301350 1088 1
1089 54.395443 1089 1
1090 54.401016 1090 1
1091 54.496315 1091 1
1092 54.501953 1092 1
1093 54.598404 1093 1
1094 54.604111 1094 1
1095 54.695896 1095 1
1096 54.701664 1096 1
1097 54.794392 1097 1
1098 54.800217 1098 1
1099 54.899723 1099 1
1100 54.905605 1100 1
1101 54.994213 1101 1
1102 55.000149 1102 1
1103 55.099247 1103 1
1104 55.104866 1104 1
1105 55.196472 1105 1
1106 55.201630 1106 1
1107 55.299496 1107 1
1108 55.304134 1108 1
1109 55.399052 1109 1
1110 55.403740 1110 1
1111 55.495045 1111 1
1112 55.499928 1112 1
1113 55.598309 1113 1
1114 55.603260 1114 1
1115 55.697903 1115 1
1116 55.702923 1116 1
1117 55.799137 1117 1
1118 55.804249 1118 1
1119 55.897148 1119 1
1120 55.902359 1120 1
1121 55.997131 1121 1
1122 56.002453 1122 1
1123 56.099277 1123 1
1124 56.104717 1124 1
1125 56.198238 1125 1
1126 56.203804 1126 1
1127 56.299503 1127 1
1128 56.305199 1128 1
1129 56.397381 1129 1
1130 56.403206 1130 1
1131 56.497566 1131 1
1132 56.503532 1132 1
1133 56.594013 1133 1
1134 56.600109 1134 1
1135 56.698742 1135 1
1136 56.704941 1136 1
1137 56.797749 1137 1
1138 56.803925 1138 1
1139 56.896503 1139 1
1140 56.902672 1140 1
1141 56.995148 1141 1
1142 57.001312 1142 1
1143 57.093777 1143 1
1144 57.099941 1144 1
1145 57.198627 1145 1
1146 57.204800 1146 1
1147 57.297436 1147 1
1148 57.303619 1148 1
1149 57.396423 1149 1
1150 57.402618 1150 1
1151 57.495628 1151 1
1152 57.501835 1152 1
1153 57.595066 1153 1
1154 57.601288 1154 1
1155 57.694752 1155 1
1156 57.700989 1156 1
1157 57.794678 1157 1
1158 57.800930 1158 1
1159 57.894829 1159 1
1160 57.901096 1160 1
1161 57.995201 1161 1
1162 58.001484 1162 1
1163 58.095810 1163 1
1164 58.102104 1164 1
1165 58.196674 1165 1
1166 58.202988 1166 1
1167 58.297829 1167 1
1168 58.304161 1168 1
1169 58.399292 1169 1
1170 58.405643 1170 1
1171 58.497662 1171 1
1172 58.505173 1172 1
1173 58.596508 1173 1
1174 58.602882 1174 1
1175 58.693451 1175 1
1176 58.701885 1176 1
1177 58.792042 1177 1
1178 58.800476 1178 1
1179 58.893253 1179 1
1180 58.901688 1180 1
1181 58.993610 1181 1
1182 59.001785 1182 1
1183 59.097088 1183 1
1184 59.104786 1184 1
1185 59.195107 1185 1
1186 59.200550 1186 1
1187 59.294846 1187 1
1188 59.299881 1188 1
1189 59.398270 1189 1
1190 59.402866 1190 1
1191 59.496750 1191 1
1192 59.501377 1192 1
1193 59.595139 1193 1
1194 59.601757 1194 1
1195 59.698166 1195 1
1196 59.701157 1196 1
1197 59.798031 1197 1
1198 59.801189 1198 1
1199 59.898396 1199 1
1200 59.901714 1200 1
1201 59.996727 1201 1
1202 60.000195 1202 1
1203 60.099335 1203 1
1204 60.102951 1204 1
1205 60.198711 1205 1
1206 60.202461 1206 1
1207 60.297974 1207 1
1208 60.301865 1208 1
1209 60.396893 1209 1
1210 60.400921 1210 1
1211 60.499100 1211 1
1212 60.503250 1212 1
1213 60.595608 1213 1
1214 60.599850 1214 1
1215 60.698551 1215 1
1216 60.702885 1216 1
1217 60.799133 1217 1
1218 60.803547 1218 1
1219 60.899158 1219 1
1220 60.903641 1220 1
1221 60.998318 1221 1
1222 61.002853 1222 1
1223 61.098686 1223 1
1224 61.103275 1224 1
1225 61.195549 1225 1
1226 61.200184 1226 1
1227 61.295708 1227 1
1228 61.300388 1228 1
1229 61.399109 1229 1
1230 61.403828 1230 1
1231 61.498520 1231 1
1232 61.503273 1232 1
1233 61.598572 1233 1
1234 61.603352 1234 1
1235 61.699268 1235 1
1236 61.702904 1236 1
1237 61.798626 1237 1
1238 61.802292 1238 1
1239 61.898388 1239 1
1240 61.903275 1240 1
1241 61.996387 1241 1
1242 62.001305 1242 1
1243 62.097511 1243 1
1244 62.102463 1244 1
1245 62.196812 1245 1
1246 62.201797 1246 1
1247 62.296928 1247 1
1248 62.301945 1248 1
1249 62.397636 1249 1
1250 62.402691 1250 1
1251 62.498623 1251 1
1252 62.502464 1252 1
1253 62.598114 1253 1
1254 62.601910 1254 1
1255 62.698845 1255 1
1256 62.702484 1256 1
1257 62.797821 1257 1
1258 62.801239 1258 1
1259 62.897034 1259 1
1260 62.900238 1260 1
1261 62.997009 1261 1
1262 63.000065 1262 1
1263 63.099350 1263 1
1264 63.102325 1264 1
1265 63.197098 1265 1
1266 63.200054 1266 1
1267 63.297955 1267 1
1268 63.300938 1268 1
1269 63.397018 1269 1
1270 63.400043 1270 1
1271 63.497719 1271 1
1272 63.500797 1272 1
1273 63.597069 1273 1
1274 63.600201 1274 1
1275 63.698181 1275 1
1276 63.701366 1276 1
1277 63.797832 1277 1
1278 63.801075 1278 1
1279 63.899082 1279 1
1280 63.902374 1280 1
1281 63.998466 1281 1
1282 64.001808 1282 1
1283 64.099220 1283 1
1284 64.102600 1284 1
1285 64.198006 1285 1
1286 64.201439 1286 1
1287 64.298363 1287 1
1288 64.301857 1288 1
1289 64.396996 1289 1
1290 64.400558 1290 1
1291 64.497734 1291 1
1292 64.501373 1292 1
1293 64.597267 1293 1
1294 64.601006 1294 1
1295 64.699341 1295 1
1296 64.703163 1296 1
1297 64.797836 1297 1
1298 64.802208 1298 1
1299 64.895775 1299 1
1300 64.900726 1300 1
1301 64.999107 1301 1
1302 65.004463 1302 1
1303 65.096153 1303 1
1304 65.101578 1304 1
1305 65.194511 1305 1
1306 65.200012 1306 1
1307 65.294067 1307 1
1308 65.299629 1308 1
1309 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
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:
PKE_op = model.results.part_kinetic_energy()
PKE_op.inputs.unit_system.connect(dpf.unit_systems.solver_mks)
PKE = PKE_op.eval()
print(PKE)
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.
Extract part internal energy for only a selected number of parts.
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()
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:
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()
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.
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)
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.
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.
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()
Total running time of the script: (0 minutes 13.760 seconds)