Source code for openmdao.lib.architectures.mdao_test_suite

"""Script to run all Architectures in openmdao.lib.architectures 
against all OptProblems in openmdao.lib.optproblems. 
"""


import os

import openmdao.lib.optproblems
import openmdao.lib.architectures
from openmdao.lib.casehandlers.api import DBCaseRecorder

import openmdao.main
#from openmdao.main.arch import Architecture
#from openmdao.main.problem_formulation import OptProblem

from openmdao.util.dep import PythonSourceTreeAnalyser



[docs]def build_arch_list(include=[], exclude=[]): """Builds a list of architectures. include: list of architecture names The names of the architectures to test. Only architectures in this list will be tested. Each name should be just the class name (e.g. 'MDF', 'CO'). Must be set to None, if excludes is specified exclude: list of architecture names The names of the architectures not to test. All architectures from openmdao.lib.architectures will be tested, except for the ones in this list. Each name should be just the class name (e.g., 'MDF', 'CO'). Must be set to None, if includes is specified. """ if include and exclude: raise ValueError("Can't set both include and exlude") startdirs = [os.path.dirname(openmdao.lib.architectures.__file__), os.path.dirname(openmdao.main.__file__)] psta = PythonSourceTreeAnalyser(startdirs, os.path.join('*','test','*')) architectures = psta.find_inheritors("openmdao.main.arch.Architecture") archs = [] for arch_name in architectures: arch_class = arch_name.split(".")[-1] arch_package = ".".join(arch_name.split(".")[:-1]) if (not include and not exclude) or (include and arch_class in include) or \ (exclude and arch_class not in exclude): arch_package = __import__(arch_package,globals(),locals(),[arch_class,],-1) archs.append(getattr(arch_package,arch_class)()) #create instance of the Architecture return archs
[docs]def build_optproblem_list(include=[], exclude=[]): """builds a list of optproblems include: (optional) list of optproblems names The names of the optproblems to test. Only optproblems in this list will be tested. Each name should be just the class name (e.g., 'SellarProblem'). Must be set to None, if excludes is specified. If not specified, all OptProblems, except those in exclude are used. exclude: (optional) list of optproblems names The names of the optproblems not to test. All optproblems from openmdao.lib.optproblems will be tested, except for the ones in this list. Each name should just be the class name (e.g. 'SellarProblem'). Must be set to None, if includes is specified. """ if include and exclude: raise ValueError("Can't set both include and exlude for OptProblems") startdirs = [os.path.dirname(openmdao.lib.optproblems.__file__), os.path.dirname(openmdao.main.__file__)] psta = PythonSourceTreeAnalyser(startdirs, os.path.join('*','test','*')) opt_problems = psta.find_inheritors("openmdao.main.problem_formulation.OptProblem") probs = [] for prob_name in opt_problems: prob_class = prob_name.split(".")[-1] prob_package = ".".join(prob_name.split(".")[:-1]) if (not include and not exclude) or (include and prob_class in include) or \ (exclude and prob_class not in exclude): prob_package = __import__(prob_package,globals(),locals(),[prob_class,],-1) probs.append(getattr(prob_package,prob_class)()) #create instance of the OptProblem return probs
[docs]def run_arch_test_suite(arch=[], optproblems=[]): """Runs the architectures against optproblems and records the results. arch: list of Architectures The architectures to test. optproblems: list of OptProblems The OptProblems to use for testing the Architectures. """ compat_data = {} for p in optproblems: arch_data = {} prob_name = p.__class__.__name__ converge_file = open('%s_convergence_data.py'%prob_name,'w') for a in arch: prob = openmdao.main.api.set_as_top(p.__class__()) arch_name = a.__class__.__name__ prob.architecture = a.__class__() recorders = [DBCaseRecorder()] prob.architecture.data_recorders = recorders print "Testing %s on %s"%(arch_name,prob_name), "...", try: prob.check_config() arch_data[p] = True except RuntimeError as err: arch_data[p] = False #not compatible, so just move on print "Incompatible" #raise err continue prob.run() print "Success" des_vars = prob.get_des_vars_by_comp() print " Function Evaluations (Derivative Evaluations): " for comp_name in des_vars: comp = prob.get(comp_name) print " %s: %d (%d)"%(comp_name,comp.exec_count,comp.derivative_exec_count) print " Errors: " for k,v in prob.check_solution().iteritems(): print " ",k,": ",v #print prob.check_solution() iter_data = prob.architecture.data_recorders[0].get_iterator() data = [case['Objective'] for case in iter_data] #converge_file.write('%s = %s'%(arch_name,str(data))) print >> converge_file, '%s = %s'%(arch_name,str(data)) print compat_data[a] = arch_data return compat_data
[docs]def cli_arch_test_suite(parser=None, options=None, args=None): """Runs all the architectures against all the test problems. A console script runs this function. """ if not parser: #then you're not getting called from cli return if options.inc_arch and options.excl_arch: raise ValueError("You can either specify architectures to include or to exclude, not both.") if options.inc_prob and options.excl_prob: raise ValueError("You can either specify problems to include or to exclude, not both.") archs = build_arch_list(include=options.inc_arch,exclude=options.excl_arch) probs = build_optproblem_list(include=options.inc_prob,exclude=options.excl_prob) data = run_arch_test_suite(archs, probs) # make nose ignore these functions
cli_arch_test_suite.__test__ = False run_arch_test_suite.__test__ = False if __name__ == "__main__": archs = build_arch_list(include=['IDF','MDF','BLISS2000','BLISS','CO']) probs = build_optproblem_list(include=["SellarProblem"]) data = run_arch_test_suite(archs, probs)
OpenMDAO Home