# Empirical estimation of statistics¶

In this example, we want to empirically estimate statistics associated with the range of the Mission discipline of the Sobieski’s SSBJ problem.

For simplification, we use uniform distributions for the discipline inputs based on the bounds of the design parameters.

from __future__ import annotations

from gemseo import configure_logger
from gemseo import create_discipline
from gemseo import create_scenario
from gemseo.problems.sobieski.core.design_space import SobieskiDesignSpace
from gemseo.uncertainty import create_statistics

configure_logger()

<RootLogger root (INFO)>


## Create the dataset¶

First of all, we create the dataset. For that, we instantiate the discipline SobieskiMission of the Sobieski’s SSBJ problem which is known to GEMSEO.

discipline = create_discipline("SobieskiMission")


Then, we load the design space of the Sobieski’s SSBJ problem by means of the class SobieskiDesignSpace() and DesignSpace.filter() the inputs of the discipline SobieskiMission.

parameter_space = SobieskiDesignSpace()
parameter_space.filter(discipline.get_input_data_names())

Sobieski design space:
Name Lower bound Value Upper bound Type
x_shared[0] 0.01 0.05 0.09 float
x_shared[1] 30000 45000 60000 float
x_shared[2] 1.4 1.6 1.8 float
x_shared[3] 2.5 5.5 8.5 float
x_shared[4] 40 55 70 float
x_shared[5] 500 1000 1500 float
y_14[0] 24850 50606.9741711 77100 float
y_14[1] -7700 7306.20262124 45000 float
y_24 0.44 4.15006276 11.13 float
y_34 0.44 1.10754577 1.98 float

Then, we sample the discipline over this design space by means of a DOEScenario executed with a Monte Carlo algorithm and 100 samples.

scenario = create_scenario(
[discipline], "DisciplinaryOpt", "y_4", parameter_space, scenario_type="DOE"
)
scenario.execute({"algo": "OT_MONTE_CARLO", "n_samples": 100})

    INFO - 13:54:01:
INFO - 13:54:01: *** Start DOEScenario execution ***
INFO - 13:54:01: DOEScenario
INFO - 13:54:01:    Disciplines: SobieskiMission
INFO - 13:54:01:    MDO formulation: DisciplinaryOpt
INFO - 13:54:01: Optimization problem:
INFO - 13:54:01:    minimize y_4(x_shared, y_14, y_24, y_34)
INFO - 13:54:01:    with respect to x_shared, y_14, y_24, y_34
INFO - 13:54:01:    over the design space:
INFO - 13:54:01:       +-------------+-------------+---------------+-------------+-------+
INFO - 13:54:01:       | Name        | Lower bound |     Value     | Upper bound | Type  |
INFO - 13:54:01:       +-------------+-------------+---------------+-------------+-------+
INFO - 13:54:01:       | x_shared[0] |     0.01    |      0.05     |     0.09    | float |
INFO - 13:54:01:       | x_shared[1] |    30000    |     45000     |    60000    | float |
INFO - 13:54:01:       | x_shared[2] |     1.4     |      1.6      |     1.8     | float |
INFO - 13:54:01:       | x_shared[3] |     2.5     |      5.5      |     8.5     | float |
INFO - 13:54:01:       | x_shared[4] |      40     |       55      |      70     | float |
INFO - 13:54:01:       | x_shared[5] |     500     |      1000     |     1500    | float |
INFO - 13:54:01:       | y_14[0]     |    24850    | 50606.9741711 |    77100    | float |
INFO - 13:54:01:       | y_14[1]     |    -7700    | 7306.20262124 |    45000    | float |
INFO - 13:54:01:       | y_24        |     0.44    |   4.15006276  |    11.13    | float |
INFO - 13:54:01:       | y_34        |     0.44    |   1.10754577  |     1.98    | float |
INFO - 13:54:01:       +-------------+-------------+---------------+-------------+-------+
INFO - 13:54:01: Solving optimization problem with algorithm OT_MONTE_CARLO:
INFO - 13:54:01:      1%|          | 1/100 [00:00<00:00, 286.30 it/sec, obj=4.13e+3]
INFO - 13:54:01:      2%|▏         | 2/100 [00:00<00:00, 476.17 it/sec, obj=2.69e+3]
INFO - 13:54:01:      3%|▎         | 3/100 [00:00<00:00, 623.13 it/sec, obj=0.718]
INFO - 13:54:01:      4%|▍         | 4/100 [00:00<00:00, 735.94 it/sec, obj=1.84e+3]
INFO - 13:54:01:      5%|▌         | 5/100 [00:00<00:00, 824.84 it/sec, obj=1.47e+3]
INFO - 13:54:01:      6%|▌         | 6/100 [00:00<00:00, 900.90 it/sec, obj=-76.6]
INFO - 13:54:01:      7%|▋         | 7/100 [00:00<00:00, 964.59 it/sec, obj=2.92e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[1.29698918e-02 4.61506629e+04 1.54257893e+00 7.81530848e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  5.05577274e+01 1.02006624e+03 3.16585883e+04 3.74764805e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  1.02715165e+01 8.69196356e-01] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:      8%|▊         | 8/100 [00:00<00:00, 595.41 it/sec, obj=2.41e+3]
INFO - 13:54:01:      9%|▉         | 9/100 [00:00<00:00, 639.34 it/sec, obj=2.27e+3]
INFO - 13:54:01:     10%|█         | 10/100 [00:00<00:00, 681.13 it/sec, obj=2.19e+3]
INFO - 13:54:01:     11%|█         | 11/100 [00:00<00:00, 719.95 it/sec, obj=752]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[5.48981321e-02 3.02492651e+04 1.78425506e+00 7.51304278e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  5.91913274e+01 1.07102327e+03 3.89430460e+04 4.39972900e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  5.23135403e+00 1.69750699e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     12%|█▏        | 12/100 [00:00<00:00, 584.10 it/sec, obj=3.07e+3]
INFO - 13:54:01:     13%|█▎        | 13/100 [00:00<00:00, 614.38 it/sec, obj=4.9e+3]
INFO - 13:54:01:     14%|█▍        | 14/100 [00:00<00:00, 641.82 it/sec, obj=1.19e+3]
INFO - 13:54:01:     15%|█▌        | 15/100 [00:00<00:00, 669.08 it/sec, obj=8.3e+3]
INFO - 13:54:01:     16%|█▌        | 16/100 [00:00<00:00, 695.13 it/sec, obj=5.59e+3]
INFO - 13:54:01:     17%|█▋        | 17/100 [00:00<00:00, 719.90 it/sec, obj=-1.53e+3]
INFO - 13:54:01:     18%|█▊        | 18/100 [00:00<00:00, 743.46 it/sec, obj=876]
INFO - 13:54:01:     19%|█▉        | 19/100 [00:00<00:00, 764.02 it/sec, obj=529]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[3.23734572e-02 5.75371340e+04 1.56588241e+00 3.92408088e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  5.21270800e+01 6.95527982e+02 2.78544051e+04 2.90664780e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  8.48303790e+00 1.07896745e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     20%|██        | 20/100 [00:00<00:00, 663.23 it/sec, obj=4.49e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[8.65821820e-02 5.67282712e+04 1.63166519e+00 8.05650222e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.64935582e+01 7.09872962e+02 2.82276678e+04 3.83552559e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  1.00916432e+01 1.92827068e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     21%|██        | 21/100 [00:00<00:00, 590.16 it/sec, obj=1.49e+3]
INFO - 13:54:01:     22%|██▏       | 22/100 [00:00<00:00, 607.91 it/sec, obj=996]
INFO - 13:54:01:     23%|██▎       | 23/100 [00:00<00:00, 625.28 it/sec, obj=8.56e+3]
INFO - 13:54:01:     24%|██▍       | 24/100 [00:00<00:00, 642.09 it/sec, obj=1.26e+3]
INFO - 13:54:01:     25%|██▌       | 25/100 [00:00<00:00, 657.46 it/sec, obj=2.07e+3]
INFO - 13:54:01:     26%|██▌       | 26/100 [00:00<00:00, 673.18 it/sec, obj=1.71e+3]
INFO - 13:54:01:     27%|██▋       | 27/100 [00:00<00:00, 688.47 it/sec, obj=1.49e+3]
INFO - 13:54:01:     28%|██▊       | 28/100 [00:00<00:00, 703.37 it/sec, obj=6.55e+3]
INFO - 13:54:01:     29%|██▉       | 29/100 [00:00<00:00, 717.88 it/sec, obj=821]
INFO - 13:54:01:     30%|███       | 30/100 [00:00<00:00, 731.91 it/sec, obj=978]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[8.73940398e-02 3.67026184e+04 1.56476942e+00 4.19812099e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.17650588e+01 1.19302534e+03 3.41482711e+04 4.38203117e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  1.00305508e+01 1.32482248e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     31%|███       | 31/100 [00:00<00:00, 670.65 it/sec, obj=730]
INFO - 13:54:01:     32%|███▏      | 32/100 [00:00<00:00, 683.29 it/sec, obj=1.69e+4]
INFO - 13:54:01:     33%|███▎      | 33/100 [00:00<00:00, 695.72 it/sec, obj=2.2e+3]
INFO - 13:54:01:     34%|███▍      | 34/100 [00:00<00:00, 707.76 it/sec, obj=4.98e+3]
INFO - 13:54:01:     35%|███▌      | 35/100 [00:00<00:00, 719.67 it/sec, obj=126]
INFO - 13:54:01:     36%|███▌      | 36/100 [00:00<00:00, 731.30 it/sec, obj=1.21e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[6.31287105e-02 4.23324465e+04 1.41438529e+00 4.38495848e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  5.18016406e+01 9.81706178e+02 4.02684763e+04 4.04292612e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  1.63495128e+00 1.58647382e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     37%|███▋      | 37/100 [00:00<00:00, 679.34 it/sec, obj=-93.8]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[4.70074524e-02 4.40740007e+04 1.62275117e+00 4.39813380e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.53898046e+01 1.27066268e+03 3.10026856e+04 3.93852349e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  5.25707580e+00 4.69709094e-01] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     38%|███▊      | 38/100 [00:00<00:00, 637.03 it/sec, obj=2.62e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[5.02116961e-02 4.11016864e+04 1.76501712e+00 7.39553905e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.03455877e+01 8.42798741e+02 3.16404732e+04 3.77881168e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.99873191e+00 5.33732657e-01] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     39%|███▉      | 39/100 [00:00<00:00, 600.98 it/sec, obj=2.4e+3]
INFO - 13:54:01:     40%|████      | 40/100 [00:00<00:00, 610.38 it/sec, obj=3.82e+3]
INFO - 13:54:01:     41%|████      | 41/100 [00:00<00:00, 619.76 it/sec, obj=5.76e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[1.79955568e-02 4.13572866e+04 1.53514395e+00 6.06896708e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.30366946e+01 5.07973536e+02 3.06338667e+04 3.54965135e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.15365417e-01 1.38454066e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     42%|████▏     | 42/100 [00:00<00:00, 588.85 it/sec, obj=3.15e+3]
INFO - 13:54:01:     43%|████▎     | 43/100 [00:00<00:00, 597.78 it/sec, obj=1.47e+4]
INFO - 13:54:01:     44%|████▍     | 44/100 [00:00<00:00, 606.68 it/sec, obj=342]
INFO - 13:54:01:     45%|████▌     | 45/100 [00:00<00:00, 615.45 it/sec, obj=149]
INFO - 13:54:01:     46%|████▌     | 46/100 [00:00<00:00, 623.69 it/sec, obj=3.48e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[7.34156617e-02 4.29755065e+04 1.65638244e+00 4.73092799e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.39497950e+01 7.54812818e+02 3.75942160e+04 4.10549422e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  1.01970094e+01 1.93999914e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     47%|████▋     | 47/100 [00:00<00:00, 595.36 it/sec, obj=-121]
INFO - 13:54:01:     48%|████▊     | 48/100 [00:00<00:00, 602.99 it/sec, obj=3.52e+3]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[8.69811400e-02 3.42276221e+04 1.48336149e+00 4.28449805e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.74431990e+01 9.08368407e+02 3.06851402e+04 4.29931580e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  9.77470946e+00 9.51964086e-01] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     49%|████▉     | 49/100 [00:00<00:00, 578.14 it/sec, obj=6.03e+3]
INFO - 13:54:01:     50%|█████     | 50/100 [00:00<00:00, 585.76 it/sec, obj=143]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[8.44564380e-02 3.07957264e+04 1.54087352e+00 5.88383336e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.21051139e+01 5.91254283e+02 3.08786610e+04 3.32313216e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.95940225e+00 7.91759531e-01] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     51%|█████     | 51/100 [00:00<00:00, 562.57 it/sec, obj=2.77e+3]
INFO - 13:54:01:     52%|█████▏    | 52/100 [00:00<00:00, 568.49 it/sec, obj=114]
INFO - 13:54:01:     53%|█████▎    | 53/100 [00:00<00:00, 575.55 it/sec, obj=1.64e+4]
INFO - 13:54:01:     54%|█████▍    | 54/100 [00:00<00:00, 582.62 it/sec, obj=1.54e+3]
INFO - 13:54:01:     55%|█████▌    | 55/100 [00:00<00:00, 589.63 it/sec, obj=3.24e+4]
INFO - 13:54:01:     56%|█████▌    | 56/100 [00:00<00:00, 596.23 it/sec, obj=390]
INFO - 13:54:01:     57%|█████▋    | 57/100 [00:00<00:00, 603.09 it/sec, obj=-139]
INFO - 13:54:01:     58%|█████▊    | 58/100 [00:00<00:00, 609.84 it/sec, obj=4.99e+3]
INFO - 13:54:01:     59%|█████▉    | 59/100 [00:00<00:00, 616.55 it/sec, obj=157]
INFO - 13:54:01:     60%|██████    | 60/100 [00:00<00:00, 623.15 it/sec, obj=4.78e+3]
INFO - 13:54:01:     61%|██████    | 61/100 [00:00<00:00, 629.67 it/sec, obj=2.81e+3]
INFO - 13:54:01:     62%|██████▏   | 62/100 [00:00<00:00, 635.88 it/sec, obj=8.8e+3]
INFO - 13:54:01:     63%|██████▎   | 63/100 [00:00<00:00, 641.88 it/sec, obj=371]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[6.77585739e-02 3.79793238e+04 1.74373635e+00 3.43230716e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.13701698e+01 1.31335579e+03 2.88266747e+04 3.74178761e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  8.88078902e+00 1.83214824e+00] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     64%|██████▍   | 64/100 [00:00<00:00, 619.30 it/sec, obj=6.2e+4]
INFO - 13:54:01:     65%|██████▌   | 65/100 [00:00<00:00, 625.32 it/sec, obj=4.9e+4]
INFO - 13:54:01:     66%|██████▌   | 66/100 [00:00<00:00, 631.30 it/sec, obj=1.49e+3]
INFO - 13:54:01:     67%|██████▋   | 67/100 [00:00<00:00, 637.24 it/sec, obj=7.4e+3]
INFO - 13:54:01:     68%|██████▊   | 68/100 [00:00<00:00, 642.83 it/sec, obj=2.16e+3]
INFO - 13:54:01:     69%|██████▉   | 69/100 [00:00<00:00, 648.62 it/sec, obj=2.42e+3]
INFO - 13:54:01:     70%|███████   | 70/100 [00:00<00:00, 654.36 it/sec, obj=1.26e+3]
INFO - 13:54:01:     71%|███████   | 71/100 [00:00<00:00, 660.03 it/sec, obj=1.1e+3]
INFO - 13:54:01:     72%|███████▏  | 72/100 [00:00<00:00, 665.63 it/sec, obj=1.25e+4]
ERROR - 13:54:01: Failed to evaluate function y_4
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01: Problem with evaluation of sample:[1.63329215e-02 5.97324226e+04 1.56766182e+00 4.71404767e+00
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  4.44948320e+01 1.24758949e+03 4.39269694e+04 4.44436533e+04
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
ERROR - 13:54:01:  6.30023047e+00 8.37747853e-01] result is not taken into account in DOE.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 373, in evaluate_samples
output_data, jacobian_data = self.problem.evaluate_functions(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1323, in evaluate_functions
outputs[function.name] = function.evaluate(preprocessed_x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
value = self.__evaluate_orig_func(xu_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
return self.__evaluate_orig_func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
return self.evaluate(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
val = self.__counted_f(x_vect)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
self.last_eval = self._func(x_vect)
output_data = self.__discipline.execute(input_data)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
self._run()
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
return self._execute(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
[self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/5.3.0/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
INFO - 13:54:01:     73%|███████▎  | 73/100 [00:00<00:00, 644.00 it/sec, obj=6.65e+3]
INFO - 13:54:01:     74%|███████▍  | 74/100 [00:00<00:00, 648.94 it/sec, obj=-185]
INFO - 13:54:01:     75%|███████▌  | 75/100 [00:00<00:00, 653.09 it/sec, obj=5.26e+3]
INFO - 13:54:01:     76%|███████▌  | 76/100 [00:00<00:00, 657.73 it/sec, obj=3.58e+3]
INFO - 13:54:01:     77%|███████▋  | 77/100 [00:00<00:00, 662.88 it/sec, obj=2.08e+3]
INFO - 13:54:01:     78%|███████▊  | 78/100 [00:00<00:00, 668.05 it/sec, obj=2.15e+3]
INFO - 13:54:01:     79%|███████▉  | 79/100 [00:00<00:00, 673.17 it/sec, obj=1.28e+3]
INFO - 13:54:01:     80%|████████  | 80/100 [00:00<00:00, 677.94 it/sec, obj=1.31e+3]
INFO - 13:54:01:     81%|████████  | 81/100 [00:00<00:00, 682.97 it/sec, obj=538]
INFO - 13:54:01:     82%|████████▏ | 82/100 [00:00<00:00, 687.95 it/sec, obj=-268]
INFO - 13:54:01:     83%|████████▎ | 83/100 [00:00<00:00, 692.90 it/sec, obj=92.5]
INFO - 13:54:01:     84%|████████▍ | 84/100 [00:00<00:00, 697.81 it/sec, obj=-108]
INFO - 13:54:01:     85%|████████▌ | 85/100 [00:00<00:00, 702.70 it/sec, obj=141]
INFO - 13:54:01:     86%|████████▌ | 86/100 [00:00<00:00, 707.12 it/sec, obj=7.2e+3]
INFO - 13:54:01: Optimization result:
INFO - 13:54:01:    Optimizer info:
INFO - 13:54:01:       Status: None
INFO - 13:54:01:       Message: None
INFO - 13:54:01:       Number of calls to the objective function by the optimizer: 100
INFO - 13:54:01:    Solution:
INFO - 13:54:01:       Objective: -1532.410845601642
INFO - 13:54:01:       Design space:
INFO - 13:54:01:          +-------------+-------------+---------------------+-------------+-------+
INFO - 13:54:01:          | Name        | Lower bound |        Value        | Upper bound | Type  |
INFO - 13:54:01:          +-------------+-------------+---------------------+-------------+-------+
INFO - 13:54:01:          | x_shared[0] |     0.01    | 0.07639739427791871 |     0.09    | float |
INFO - 13:54:01:          | x_shared[1] |    30000    |  30382.18560041557  |    60000    | float |
INFO - 13:54:01:          | x_shared[2] |     1.4     |  1.639876251582323  |     1.8     | float |
INFO - 13:54:01:          | x_shared[3] |     2.5     |  6.678131125265034  |     8.5     | float |
INFO - 13:54:01:          | x_shared[4] |      40     |  48.22252066873557  |      70     | float |
INFO - 13:54:01:          | x_shared[5] |     500     |  1398.577963779934  |     1500    | float |
INFO - 13:54:01:          | y_14[0]     |    24850    |  73521.45283526971  |    77100    | float |
INFO - 13:54:01:          | y_14[1]     |    -7700    |  -6556.014595540449 |    45000    | float |
INFO - 13:54:01:          | y_24        |     0.44    |  8.311658540076003  |    11.13    | float |
INFO - 13:54:01:          | y_34        |     0.44    |  0.4466759405180455 |     1.98    | float |
INFO - 13:54:01:          +-------------+-------------+---------------------+-------------+-------+
INFO - 13:54:01: *** End DOEScenario execution (time: 0:00:00.139244) ***

{'eval_jac': False, 'n_samples': 100, 'algo': 'OT_MONTE_CARLO'}


## Create an EmpiricalStatistics object for all variables¶

In this second stage, we create an EmpiricalStatistics from the database encapsulated in a Dataset:

dataset = scenario.to_dataset(opt_naming=False)
analysis = create_statistics(dataset, name="SobieskiMission")

analysis

INFO - 13:54:01: Create SobieskiMission, a EmpiricalStatistics library.

SobieskiMission
• n_samples: 86
• n_variables: 5
• variables: x_shared, y_14, y_24, y_34, y_4

and easily obtain statistics, such as the minimum values of the different variables over the dataset:

analysis.compute_minimum()

{'x_shared': array([1.13352258e-02, 3.01398316e+04, 1.40041295e+00, 2.55929483e+00,
4.05869021e+01, 5.05494083e+02]), 'y_14': array([26794.72022057, -6556.01459554]), 'y_24': array([0.48388241]), 'y_34': array([0.44667594]), 'y_4': array([-1532.4108456])}


## Create an EmpiricalStatistics object for the range¶

We can only reduce the statistical analysis to the range variable:

analysis = create_statistics(
dataset, variable_names=["y_4"], name="SobieskiMission.range"
)
analysis

INFO - 13:54:01: Create SobieskiMission.range, a EmpiricalStatistics library.

SobieskiMission.range
• n_samples: 86
• n_variables: 1
• variables: y_4

### Get minimum¶

Here is the minimum value:

analysis.compute_minimum()

{'y_4': array([-1532.4108456])}


### Get maximum¶

Here is the maximum value:

analysis.compute_maximum()

{'y_4': array([62030.01439676])}


### Get range¶

Here is the (different between minimum and maximum values):

analysis.compute_range()

{'y_4': array([63562.42524236])}


### Get mean¶

Here is the mean value:

analysis.compute_mean()

{'y_4': array([4539.61303269])}


### Get central moment¶

Here is the second central moment:

analysis.compute_moment(2)

{'y_4': array([85150303.53546816])}


### Get standard deviation¶

Here is the standard deviation:

analysis.compute_standard_deviation()

{'y_4': array([9227.6922107])}


### Get variance¶

Here is the variance.

analysis.compute_variance()

{'y_4': array([85150303.53546816])}


### Get quantile¶

Here is the quantile with level equal to 80%:

analysis.compute_quantile(0.8)

{'y_4': array([5261.95981236])}


### Get probability¶

Here are the probability to respectively be greater and lower than the default output value:

default_output = discipline.execute()
(
analysis.compute_probability(default_output),
analysis.compute_probability(default_output, greater=False),
)

({'y_4': array([0.76744186])}, {'y_4': array([0.23255814])})


### Get quartile¶

Here is the second quartile:

analysis.compute_quartile(2)

{'y_4': array([2117.20788623])}


### Get percentile¶

Here is the 50the percentile:

analysis.compute_percentile(50)

{'y_4': array([2117.20788623])}


### Get median¶

Here is the median:

analysis.compute_median()

{'y_4': array([2117.20788623])}


### Plot the distribution¶

We can use a boxplot to visualize the data distribution:

analysis.plot_boxplot()

{'y_4': <gemseo.post.dataset.boxplot.Boxplot object at 0x7f28fce470d0>}


draw the empirical cumulative distribution function:

analysis.plot_cdf()

{'y_4': <gemseo.post.dataset.lines.Lines object at 0x7f28fce47850>}


or draw the empirical probability density function:

analysis.plot_pdf()

{'y_4': <gemseo.post.dataset.lines.Lines object at 0x7f28fce476a0>}


Total running time of the script: (0 minutes 0.601 seconds)

Gallery generated by Sphinx-Gallery