Note
Click here to download the full example code
Generate an N2 and XDSM from an Excel description of the MDO problem¶
from __future__ import annotations
from os import mkdir
from os.path import exists
from os.path import join
from gemseo.api import configure_logger
from gemseo.utils.study_analysis import StudyAnalysis
configure_logger()
<RootLogger root (INFO)>
Describe your MDO problem in an Excel file¶
Visualize this study¶
study = StudyAnalysis("disciplines_spec.xlsx")
if not exists("outputs"):
mkdir("outputs")
INFO - 16:59:52: 2 disciplines detected
INFO - 16:59:52: Discipline1
INFO - 16:59:52: Inputs: a, b, c
INFO - 16:59:52: Outputs: d, e, g
INFO - 16:59:52: Discipline2
INFO - 16:59:52: Inputs: d, g, x, z
INFO - 16:59:52: Outputs: a, b, f
INFO - 16:59:52: 1 scenario detected
INFO - 16:59:52: Scenario
INFO - 16:59:52: Objectives: f
INFO - 16:59:52: Disciplines: Discipline1, Discipline2
INFO - 16:59:52: Constraints: g
INFO - 16:59:52: Design variables: x
INFO - 16:59:52: Formulation: MDF
Generate N2 chrt¶
study.generate_n2(file_path=join("outputs", "n2.png"), save=False, show=True)
Generate XDSM¶
study.generate_xdsm("outputs")
INFO - 16:59:52: Generated the following Scenario:
INFO - 16:59:52: MDOScenario
INFO - 16:59:52: Optimization problem:
INFO - 16:59:52: minimize f(x)
INFO - 16:59:52: with respect to x
INFO - 16:59:52: subject to constraints:
INFO - 16:59:52: g(x) == 0.0
INFO - 16:59:52: Generating HTML XDSM file in : outputs/xdsm.html
MDOScenario
Disciplines: Discipline1 Discipline2
MDO formulation: MDF
Visualize this study from command line¶
We can create the same figures using command line inputs:
gemseo-study disciplines_spec.xlsx -o outputs -s '(5,5)' -x -l
where:
gemseo-study
is an executable provided by GEMSEO,disciplines_spec.xlsx
is the Excel file path,-o outputs
is the output directory,-s '(5,5)'
is the size of the N2 chart,-x
is an option to create of the XDSM,-l
is an option to create a PDF file with the creation of the XDSM.
Total running time of the script: ( 0 minutes 0.319 seconds)