Python dep.PythonSourceTreeAnalyser類代碼示例

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

def _find_all_plugins(searchdir):
    """Return a dict containing lists of each plugin type found, keyed by
    plugin group name, e.g., openmdao.component, openmdao.variable, etc.
    """
    dct = {}
    modnames = ['openmdao.main', 
                'openmdao.lib.datatypes', 
                'openmdao.lib.components',
                'openmdao.lib.drivers',
                'openmdao.lib.surrogatemodels',
                'openmdao.lib.doegenerators',
                'openmdao.lib.differentiators',
                'openmdao.lib.optproblems',
                'openmdao.lib.casehandlers',
                'openmdao.lib.architectures']
    
    modules = []
    for mod in modnames:
        try:
            __import__(mod)
        except ImportError:
            print 'skipping import of %s' % mod
        else:
            modules.append(sys.modules[mod])
            
    dirs = [os.path.dirname(m.__file__) for m in modules]+[searchdir]
    psta = PythonSourceTreeAnalyser(dirs, exclude=_exclude_funct)
    
    for key, val in plugin_groups.items():
        dct[key] = set(psta.find_inheritors(val))

    return dct

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

    def test_optproblems_solution(self):
        # test to make sure that at the specified solution point, the objective
        # values match what is given in the solution

        #find all the optproblems in lib
        startdirs = [os.path.dirname(openmdao.lib.optproblems.__file__),]
        psta = PythonSourceTreeAnalyser(startdirs, os.path.join('*','test','*'))
        opt_problems = psta.find_inheritors("openmdao.main.problem_formulation.OptProblem")

        for prob_name in opt_problems:
            #print "running %s"%prob_name
            prob_class = prob_name.split(".")[-1]
            prob_package = ".".join(prob_name.split(".")[:-1])
            prob_package = __import__(prob_package,globals(),locals(),[prob_class,],-1)

            prob = getattr(prob_package,prob_class)() #create instance of the OptProblem
            prob = set_as_top(prob)

            try:
                prob.check_solution(strict=True)
            except ValueError as err:
                self.fail("There is missing piece of the solution for %s%s"%(prob.__class__,str(err)))

            prob.architecture = OptProblemSolutionCheck()

            prob.run()

            error = prob.check_solution(strict=True)

            self.assertAccuracy(prob_name,error,.001)

 def test_PythonSourceTreeAnalyser(self):
     try:
         import openmdao.main
         import openmdao.lib
     except ImportError:
         # don't perform this test if openmdao.main 
         # and openmdao.lib aren't present
         raise SkipTest("this test requires openmdao.main and openmdao.lib")
     
     def exclude_tests(pname):
         parts = pname.split(os.sep)
         return 'test' in parts
     
     startdirs = [os.path.dirname(openmdao.main.__file__), 
                  os.path.dirname(openmdao.lib.__file__)]
     psta = PythonSourceTreeAnalyser(startdirs, exclude_tests)
     
     self.assertTrue('openmdao.main.component.Component' in 
                     psta.graph['openmdao.main.container.Container'])
     self.assertTrue('openmdao.main.assembly.Assembly' in 
                     psta.graph['openmdao.main.component.Component'])
     
     self.assertTrue('openmdao.main.datatypes.float.Float' in
                     psta.graph['openmdao.main.variable.Variable'])
     
     comps = psta.find_inheritors('openmdao.main.component.Component')
     icomps = psta.find_inheritors('IComponent')
     
     self.assertTrue('openmdao.main.assembly.Assembly' in icomps)
     
     comps.extend(psta.find_inheritors('openmdao.main.variable.Variable'))
     comps.extend(psta.find_inheritors('enthought.traits.api.Array'))
     comps = [x.rsplit('.',1)[1] for x in comps if '.examples.' not in x and '.optproblems.' not in x]
     cset = set(comps)
     excludes = set([
         'Driver',
         'DriverUsesDerivatives',
         'DistributionCaseDriver',
         'CaseIterDriverBase',
         'PassthroughTrait',
         'PassthroughProperty',
         'OptProblem',
         'TraitArray',
         'Broadcast', # utility class for bliss2000
         'SubSystemOpt', # utility class for bliss2000
         'SubSystemObj' # utility class for bliss2000
         ])
     cset = cset - excludes
     
     from openmdao.main.api import get_available_types
     types = set([x[0] for x in get_available_types()])
     types = [x.rsplit('.',1)[1] for x in types if x.startswith('openmdao.')]
     
     tset = set(types)
     noentrypts = cset-tset
     if noentrypts:
         self.fail("the following Components are not registered using entry points: %s" % noentrypts)

def find_all_plugins(searchdir):
    """Return a dict containing lists of each plugin type found, keyed by
    plugin group name, e.g., openmdao.component, openmdao.variable, etc.
    """
    dct = {}
    psta = PythonSourceTreeAnalyser(searchdir, exclude=_exclude_funct)

    for key, lst in plugin_groups.items():
        epset = set(psta.find_inheritors(lst[0]))
        if epset:
            dct[key] = epset
    return dct

    def test_PythonSourceTreeAnalyser(self):
        def exclude(pname):
            keywords = set(["test", "docs", "examples", "optproblems"])
            parts = set(pname.split(os.sep))
            return keywords.intersection(parts)

        psta = PythonSourceTreeAnalyser(self.startdirs, exclude)

        self.assertTrue("openmdao.main.component.Component" in psta.graph["openmdao.main.container.Container"])
        self.assertTrue("openmdao.main.assembly.Assembly" in psta.graph["openmdao.main.component.Component"])

        self.assertTrue("openmdao.main.datatypes.float.Float" in psta.graph["openmdao.main.variable.Variable"])

        comps = psta.find_inheritors("openmdao.main.component.Component")
        icomps = psta.find_inheritors("IComponent")

        self.assertTrue("openmdao.main.assembly.Assembly" in icomps)

        comps.extend(psta.find_inheritors("openmdao.main.variable.Variable"))
        comps.extend(psta.find_inheritors("enthought.traits.api.Array"))
        comps = [x.rsplit(".", 1)[1] for x in comps]
        # comps = [x.rsplit('.',1)[1] for x in comps if '.examples.' not in x and '.optproblems.' not in x]
        cset = set(comps)
        excludes = set(
            [
                "Driver",
                "DriverUsesDerivatives",
                "DistributionCaseDriver",
                "CaseIterDriverBase",
                "PassthroughTrait",
                "PassthroughProperty",
                "OptProblem",
                "TraitArray",
                "Broadcast",  # utility class for bliss2000
                "SubSystemOpt",  # utility class for bliss2000
                "SubSystemObj",  # utility class for bliss2000
            ]
        )
        cset = cset - excludes

        from openmdao.main.api import get_available_types

        types = set([x[0] for x in get_available_types()])
        types = [x.rsplit(".", 1)[1] for x in types if x.startswith("openmdao.")]

        tset = set(types)
        noentrypts = cset - tset
        if noentrypts:
            self.fail("the following Components are not registered using entry points: %s" % noentrypts)

    def test_PythonSourceTreeAnalyser(self):
       
        skipdirs = set(['test', 'docs', 'examples', 'optproblems',
                        'build', 'dist'])

        psta = PythonSourceTreeAnalyser(self.startdirs, 
                                        direxclude=lambda d: d in skipdirs)
        
        self.assertTrue('openmdao.main.component.Component' in 
                        psta.graph['openmdao.main.container.Container'])
        self.assertTrue('openmdao.main.assembly.Assembly' in 
                        psta.graph['openmdao.main.component.Component'])
        
        self.assertTrue('openmdao.main.datatypes.float.Float' in
                        psta.graph['openmdao.main.variable.Variable'])
        
        comps = psta.find_inheritors('openmdao.main.component.Component')
        icomps = psta.find_inheritors('IComponent')
        
        self.assertTrue('openmdao.main.assembly.Assembly' in icomps)
        
        comps.extend(psta.find_inheritors('openmdao.main.variable.Variable'))
        comps.extend(psta.find_inheritors('traits.api.Array'))
        comps = [x.rsplit('.',1)[1] for x in comps] 
        cset = set(comps)
        excludes = set([
            'Driver',
            'DriverUsesDerivatives',
            'DistributionCaseDriver',
            'CaseIterDriverBase',
            'PassthroughTrait',
            'PassthroughProperty',
            'OptProblem',
            'TraitArray',
            'Broadcast', # utility class for bliss2000
            'SubSystemOpt', # utility class for bliss2000
            'SubSystemObj' # utility class for bliss2000
            ])
        cset = cset - excludes
        
        from openmdao.main.api import get_available_types
        types = set([x[0] for x in get_available_types()])
        types = [x.rsplit('.',1)[1] for x in types if x.startswith('openmdao.')]
        
        tset = set(types)
        noentrypts = cset-tset
        if noentrypts:
            self.fail("the following Components are not registered using entry points: %s" % noentrypts)

 def __init__(self, groups=plugin_groups.keys(), search_path=None):
     super(PkgResourcesFactory, self).__init__()
     self._have_new_types = True
     self._groups = copy.copy(groups)
     self._search_path = search_path
     self.env = Environment(search_path)
     self.tree_analyser = PythonSourceTreeAnalyser()

def _find_all_plugins(searchdir):
    """Return a dict containing lists of each plugin type found, keyed by
    plugin group name, e.g., openmdao.component, openmdao.variable, etc.
    """
    dct = {}
    psta = PythonSourceTreeAnalyser(searchdir)
    
    comps = psta.find_inheritors('openmdao.main.component.Component')
    comps.extend(psta.find_inheritors('openmdao.main.api.Component'))
    comps = set(comps)
    
    drivers = psta.find_inheritors('openmdao.main.driver.Driver')
    drivers.extend(psta.find_inheritors('openmdao.main.api.Driver'))
    drivers = set(drivers)
    
    comps = comps - drivers
    
    dct['openmdao.component'] = comps
    dct['openmdao.driver'] = drivers
    
    variables = psta.find_inheritors('openmdao.main.api.Variable')
    variables.extend(psta.find_inheritors('openmdao.main.variable.Variable'))
    dct['openmdao.variable'] = set(variables)

    return dct

 def test_PythonSourceTreeAnalyser(self):
     try:
         import openmdao.main
         import openmdao.lib
     except ImportError:
         # don't perform this test if openmdao.main 
         # and openmdao.lib aren't present
         raise SkipTest("this test requires openmdao.main and openmdao.lib")
     startdirs = [os.path.dirname(openmdao.main.__file__), 
                  os.path.dirname(openmdao.lib.__file__)]
     psta = PythonSourceTreeAnalyser(startdirs, os.path.join('*','test','*'))
     
     self.assertTrue('openmdao.main.component.Component' in 
                     psta.graph['openmdao.main.container.Container'])
     self.assertTrue('openmdao.main.assembly.Assembly' in 
                     psta.graph['openmdao.main.component.Component'])
     
     self.assertTrue('openmdao.lib.datatypes.float.Float' in
                     psta.graph['openmdao.main.variable.Variable'])
     
     comps = psta.find_inheritors('openmdao.main.component.Component')
     comps.extend(psta.find_inheritors('openmdao.main.variable.Variable'))
     comps.extend(psta.find_inheritors('enthought.traits.api.Array'))
     comps = [x.rsplit('.',1)[1] for x in comps]
     comps.remove('Driver')
     comps.remove('DriverUsesDerivatives')
     comps.remove('CaseIterDriverBase')
     comps.remove('PassthroughTrait')
     comps.remove('PassthroughProperty')
     
     from openmdao.main.api import get_available_types
     groups = [ 'openmdao.component',
                'openmdao.driver',
                'openmdao.variable']
     types = set([x[0] for x in get_available_types(groups)])
     types = [x.rsplit('.',1)[1] for x in types if x.startswith('openmdao.')]
     
     cset = set(comps)
     tset = set(types)
     noentrypts = cset-tset
     if noentrypts:
         self.fail("the following Components are not registered using entry points: %s" % noentrypts)

 def test_optproblems_solution(self): 
     
     #find all the optproblems in lib
     startdirs = [os.path.dirname(openmdao.lib.optproblems.__file__),]
     psta = PythonSourceTreeAnalyser(startdirs, os.path.join('*','test','*'))    
     opt_problems = psta.find_inheritors("openmdao.main.problem_formulation.OptProblem")
     
     for prob_name in opt_problems: 
         #print "running %s"%prob_name
         prob_class = prob_name.split(".")[-1]
         prob_package = ".".join(prob_name.split(".")[:-1])
         prob_package = __import__(prob_package,globals(),locals(),[prob_class,],-1)
         
         prob = getattr(prob_package,prob_class)() #create instance of the OptProblem
         prob.architecture = OptProblemSolutionCheck()
         prob.configure()
         
         prob.run()
         
         error = prob.check_solution(strict=True)
             
         self.assertAccuracy(prob_name,error,.001)

class PkgResourcesFactory(Factory):
    """A Factory that loads plugins using the pkg_resources API, which means
    it searches through egg info of distributions in order to find any entry
    point groups corresponding to openmdao plugin types, e.g.,
    openmdao.component, openmdao.variable, etc.
    """

    def __init__(self, groups=plugin_groups.keys(), search_path=None):
        super(PkgResourcesFactory, self).__init__()
        self._have_new_types = True
        self._groups = copy.copy(groups)
        self._search_path = search_path
        self.env = Environment(search_path)
        self.tree_analyser = PythonSourceTreeAnalyser()

    def create(self, typ, version=None, server=None,
               res_desc=None, **ctor_args):
        """Create and return an object of the given type, with
        optional name, version, server id, and resource description.
        """
        if server is not None or res_desc is not None:
            return None
        klass = self._load(typ, version)
        if klass is None:
            return None
        else:
            return klass(**ctor_args)

    def _load(self, typ, version):
        """Return class for *typ* and *version*."""
        classes = self._get_type_dict()
        try:
            lst = classes[typ]
            dist = lst[0]
            groups = lst[1]
            klass = dist.load_entry_point(groups[0], typ)
            if version is not None and dist.version != version:
                return None
            return klass
        except KeyError:
            if self._search_path is None:
                return None
            # try to look in the whole environment
            for group in self._groups:
                for proj in self.env:
                    for dist in self.env[proj]:
                        if version is not None and version != dist.version:
                            continue
                        ep = dist.get_entry_info(group, typ)
                        if ep is not None:
                            dist.activate()
                            klass = ep.load(require=True, env=self.env)
                            self._have_new_types = True
                            return klass
                        if version is None:
                            # newest version didn't have entry point, so skip to next project
                            break
        return None

    def _entry_map_info(self, distiter):
        dct = {}
        for group in plugin_groups.keys():
            for dist in distiter:
                for name, value in dist.get_entry_map(group).items():
                    lst = dct.setdefault(name, (dist, [], set()))
                    lst[1].append(group)
                    lst[2].add(value.module_name)
        return dct

    def _get_type_dict(self):
        if self._have_new_types:
            self._entry_pt_classes = self._entry_map_info(working_set)
        return self._entry_pt_classes

    def _get_meta_info(self, typ_list, groups, typ_dict):
        distset = set()
        for name, lst in typ_dict.items():
            dist = lst[0]
            modules = lst[2]
            distset.add(dist.project_name)
            ifaces = set()
            for g in lst[1]:
                ifaces.update(plugin_groups[g])

            meta = {
                'version': dist.version,
                'ifaces': set(ifaces),
            }

            for modname in modules:
                fpath = find_module(modname)
                if fpath is not None:
                    fanalyzer = self.tree_analyser.analyze_file(fpath, use_cache=True)
                    meta['bases'] = fanalyzer.classes[name].bases
                    meta['ifaces'].update(fanalyzer.classes[name].meta['ifaces'])

            meta['ifaces'] = list(meta['ifaces'])
            if groups.intersection(lst[1]):
                typ_list.append((name, meta))
        self.tree_analyser.flush_cache()
#.........這裏部分代碼省略.........