def test_apply_history(self): """Tests the reapply history argument""" self.logTestName() a = 0.23 r = 0.1 def inspect(): res = [] print_fn = lambda x: res.append(x.__str__()) self.eng.print_applied(print_fn) return res q = self.eng.register with self.eng: Dgate(a) | q[0] Sgate(r) | q[1] state1 = self.eng.run() expected = [ 'Run 0:', 'Dgate({}, 0) | (q[0])'.format(a), 'Sgate({}, 0) | (q[1])'.format(r) ] self.assertEqual(inspect(), expected) # reset backend, but reapply history self.backend.reset(pure=self.kwargs["pure"]) state2 = self.eng.run(backend=self.backend, apply_history=True) self.assertEqual(inspect(), expected) self.assertEqual(state1, state2) # append more commands to the same backend with self.eng: Rgate(r) | q[0] state3 = self.eng.run() expected = [ 'Run 0:', 'Dgate({}, 0) | (q[0])'.format(a), 'Sgate({}, 0) | (q[1])'.format(r), 'Run 1:', 'Rgate({}) | (q[0])'.format(r), ] self.assertEqual(inspect(), expected) self.assertNotEqual(state2, state3) # reset backend, but reapply history self.backend.reset(pure=self.kwargs["pure"]) state4 = self.eng.run(backend=self.backend, apply_history=True) expected = [ 'Run 0:', 'Dgate({}, 0) | (q[0])'.format(a), 'Sgate({}, 0) | (q[1])'.format(r), 'Rgate({}) | (q[0])'.format(r), ] self.assertEqual(inspect(), expected) self.assertEqual(state3, state4)
def row_to_dict(row, ignore_properties: [] = None): d = {} if row is None: return None if isinstance(row, RowProxy): for column, value in row.items(): # build up the dictionary d = {**d, **{column: value}} elif isinstance(row, dict): d = row elif not hasattr(row, '__dict__'): # is_primitive return row else: for c in inspect(row).attrs.keys(): # build up the dictionary d = {**d, **{c: ObjectMapper.row_to_dict(getattr(row, c))}} if ignore_properties and len(ignore_properties): for prop in ignore_properties: removeproperty: [str] = prop.split('.') d = ObjectMapper.remove_property_from_dict_recursively( d, removeproperty) return d
def print(self, pipeline_name=None): if pipeline_name: nodes = list( nx.algorithms.dag.descendants( self.meas_graph, self.get_stream_selector(pipeline_name).hash_val)) + [ self.get_stream_selector(pipeline_name).hash_val ] else: nodes = self.meas_graph.nodes() table_code = "" for node in nodes: if not isinstance(node, adb.StreamSelect): node = self.meas_graph.nodes[node]['node_obj'] label = node.label if node.label else "Unlabeled" table_code += f"<tr><td><b>{node.node_type}</b> ({node.qubit_name})</td><td></td><td><i>{label}</i></td></td><td></tr>" inspr = inspect(node) for c in list(node.__mapper__.columns): if c.name not in ["id", "label", "qubit_name", "node_type"]: hist = getattr(inspr.attrs, c.name).history dirty = "Yes" if hist.has_changes() else "" if c.name == "kernel_data": table_code += f"<tr><td></td><td>{c.name}</td><td>Binary Data of length {len(node.kernel)}</td><td>{dirty}</td></tr>" else: table_code += f"<tr><td></td><td>{c.name}</td><td>{getattr(node,c.name)}</td><td>{dirty}</td></tr>" display( HTML( f"<table><tr><th>Name</th><th>Attribute</th><th>Value</th><th>Uncommitted Changes</th></tr><tr>{table_code}</tr></table>" ))
def __init__(self, class_, includes=None, excludes=None, overrides=None, unknown='ignore', nested=False, type_overrides=None, relationship_overrides=None, automatic_relationships=False, **kw): """ :param includes: :param overrides: :param unknown: :param type_overrides: callable(name, column, column_type) :param automatic_relationships: Only follow relationships if they are on include list :param kw: :return: """ assert type_overrides, "Always provide type_overrides, otherwise this crap doesn't work when these nodes get nested" self.inspector = inspect(class_) kwargs = kw.copy() # Obtain configuration specific from the mapped class kwargs.update(getattr(self.inspector.class_, self.ca_class_key, {})) unknown = kwargs.pop('unknown', unknown) # The default type of this SchemaNode is Mapping. super(SQLAlchemySchemaNode, self).__init__(Mapping(unknown), **kwargs) self.class_ = class_ self.includes = includes or {} self.excludes = excludes or {} self.overrides = overrides or {} self.unknown = unknown self.declarative_overrides = {} self.kwargs = kwargs or {} self.type_overrides = type_overrides self.relationship_overrides = relationship_overrides self.nested = nested self.automatic_relationships = automatic_relationships self.add_nodes(self.includes, self.excludes, self.overrides, nested)
def get(self): from celery.task.control import inspect i = inspect() data = dict() if i.registered_tasks(): for k, v in i.registered_tasks().iteritems(): data[k] = v self.write(data)
def inspect_modules(self, *modnames, referenced=0): """ Imports and inspects modules. @param referenced Whether to inspect referenced modules. If `False`, does not inspect referenced modules. If 1, inspects only modules referenced directly by modules in `modnames`. If `True`, inspects all directly and indirectly referenced modules. """ # Mapping from modname to module objdoc. objdocs = {} # Set up an inspector for our modules. def inspect(modname): if modname not in objdocs: objdocs[modname] = self.inspect_module(modname) # Inspect modules. for modname in modnames: inspect(modname) if referenced: # Inspect referenced modules. remaining = self.referenced_modnames - set(objdocs) while len(remaining) > 0: for modname in remaining: inspect(modname) if referenced == 1: break # Parse and process docstrings. from . import docs docs.enrich_modules(objdocs) return {"modules": objdocs}
def is_instance_method(klazz, name): ''' does this class have this method? ''' return (inspect(klazz, name)[0] is INSTANCE_METHOD)
def countries(name): stmt = db.session.query(country).filter(country.Name == name).all() inst = inspect(country) MyDict = {} for result in stmt: MyDict['Name'] = result.Name MyDict['1960'] = result.one MyDict['1961'] = result.two MyDict['1962'] = result.three MyDict['1963'] = result.four MyDict['1964'] = result.five MyDict['1965'] = result.six MyDict['1966'] = result.seven MyDict['1967'] = result.eight MyDict['1968'] = result.nine MyDict['1969'] = result.ten MyDict['1970'] = result.eleven MyDict['1971'] = result.twelve MyDict['1972'] = result.thirteen MyDict['1973'] = result.fourteen MyDict['1974'] = result.fifteen MyDict['1975'] = result.sixteen MyDict['1976'] = result.seventeen MyDict['1977'] = result.eighteen MyDict['1978'] = result.nineteen MyDict['1979'] = result.twenty MyDict['1980'] = result.twentyone MyDict['1981'] = result.twentytwo MyDict['1982'] = result.twentythree MyDict['1983'] = result.twentyfour MyDict['1984'] = result.twentyfive MyDict['1985'] = result.twentysix MyDict['1986'] = result.twentyseven MyDict['1987'] = result.twentyeight MyDict['1988'] = result.twentynine MyDict['1989'] = result.thirty MyDict['1990'] = result.thirtyone MyDict['1991'] = result.thirtytwo MyDict['1992'] = result.thirtythree MyDict['1993'] = result.thirtyfour MyDict['1994'] = result.thirtyfive MyDict['1995'] = result.thirtysix MyDict['1996'] = result.thirtyseven MyDict['1997'] = result.thirtyeight MyDict['1998'] = result.thirtynine MyDict['1999'] = result.fourty MyDict['2000'] = result.fourtyone MyDict['2001'] = result.fourtytwo MyDict['2002'] = result.fourtythree MyDict['2003'] = result.fourtyfour MyDict['2004'] = result.fourtyfive MyDict['2005'] = result.fourtysix MyDict['2006'] = result.fourtyseven MyDict['2007'] = result.fourtyeight MyDict['2008'] = result.fourtynine MyDict['2009'] = result.fifty MyDict['2010'] = result.fiftyone MyDict['2011'] = result.fiftytwo MyDict['2012'] = result.fiftythree MyDict['2013'] = result.fiftyfour MyDict['2014'] = result.fiftyfive MyDict['2015'] = result.fiftysix MyDict['2016'] = result.fiftyseven MyDict['2017'] = result.fiftyeight MyDict['2018'] = result.fiftynine return jsonify(MyDict)
def get_schema_from_relationship(self, prop, overrides): """Extended for property support.""" # The name of the SchemaNode is the ColumnProperty key. name = prop.key kwargs = dict(name=name) declarative_overrides = prop.info.get(self.sqla_info_key, {}).copy() self.declarative_overrides[name] = declarative_overrides.copy() class_ = prop.mapper if declarative_overrides.pop('exclude', False): log.debug('Relationship %s skipped due to declarative overrides', name) return None for key in ['name', 'typ']: self.check_overrides(name, key, {}, declarative_overrides, overrides) key = 'children' imperative_children = overrides.pop(key, None) declarative_children = declarative_overrides.pop(key, None) if imperative_children is not None: children = imperative_children msg = 'Relationship %s: %s overridden imperatively.' log.debug(msg, name, key) elif declarative_children is not None: children = declarative_children msg = 'Relationship %s: %s overridden via declarative.' log.debug(msg, name, key) else: children = None key = 'includes' imperative_includes = overrides.pop(key, None) declarative_includes = declarative_overrides.pop(key, None) if imperative_includes is not None: includes = imperative_includes msg = 'Relationship %s: %s overridden imperatively.' log.debug(msg, name, key) elif declarative_includes is not None: includes = declarative_includes msg = 'Relationship %s: %s overridden via declarative.' log.debug(msg, name, key) else: includes = None # TODO: Utmost piece of garbage here.. remove this if not self.automatic_relationships: if name not in (self.includes or ()): log.debug("Does not construct relationship for %s unless explicitly included", name) return None if self.relationship_overrides: result = self.relationship_overrides(self, name, prop, class_) if result == TypeOverridesHandling.drop: return None elif result == TypeOverridesHandling.unknown: pass else: assert isinstance(result, colander.SchemaNode) return result key = 'excludes' imperative_excludes = overrides.pop(key, None) declarative_excludes = declarative_overrides.pop(key, None) if imperative_excludes is not None: excludes = imperative_excludes msg = 'Relationship %s: %s overridden imperatively.' log.debug(msg, name, key) elif declarative_excludes is not None: excludes = declarative_excludes msg = 'Relationship %s: %s overridden via declarative.' log.debug(msg, name, key) else: excludes = None # see issue #25 in ColanderAlchemy for possible patch if includes is None and excludes is None: includes = [p.key for p in inspect(class_).column_attrs] key = 'overrides' imperative_rel_overrides = overrides.pop(key, None) declarative_rel_overrides = declarative_overrides.pop(key, None) if imperative_rel_overrides is not None: rel_overrides = imperative_rel_overrides msg = 'Relationship %s: %s overridden imperatively.' log.debug(msg, name, key) elif declarative_rel_overrides is not None: rel_overrides = declarative_rel_overrides msg = 'Relationship %s: %s overridden via declarative.' log.debug(msg, name, key) else: rel_overrides = None # Add default values for missing parameters. if prop.innerjoin: # Inner joined relationships imply it is mandatory missing = required else: # Any other join is thus optional missing = [] kwargs['missing'] = missing kwargs.update(declarative_overrides) kwargs.update(overrides) if children is not None: if prop.uselist: # xToMany relationships. return SchemaNode(Sequence(), *children, **kwargs) else: # xToOne relationships. return SchemaNode(Mapping(), *children, **kwargs) node = PropertyAwareSQLAlchemySchemaNode(class_, name=name, includes=includes, excludes=excludes, overrides=rel_overrides, missing=missing, type_overrides=self.type_overrides, relationship_overrides=self.relationship_overrides) if prop.uselist: node = SchemaNode(Sequence(), node, **kwargs) node.name = name return node
import inspect from collections import namedtuple from geometry_msgs.msg import Transform rotation = namedtuple("Rotation",["x","y","z"]) rotation.x=1 rotation.y=1 rotation.z=1 translation = namedtuple("Translation",["x","y","z","Theta"]) translation.x=0 translation.y=0 translation.z=0 translation.Theta=0 t1=Transform(rotation,translation) print t1 print t1.rotation.x print t1.rotation.y print t1.rotation.z print inspect(Transform.__init__)
def object_as_dict(obj): return { c.key: getattr(obj, c.key) for c in inspect(obj).mapper.column_attrs }
def _inspect_node(self): console = Console(self.shell.pty) def inspect(): # Print full name yield termcolor.colored(' Node: ', 'cyan') + \ termcolor.colored(Inspector(self.node).get_full_name(), 'yellow') # Print mro yield termcolor.colored(' Mro:', 'cyan') i = 1 for m in self.node.__class__.__mro__: if m.__module__ != 'deployer.node' and m != object: yield termcolor.colored(' %i ' % i, 'cyan') + \ termcolor.colored('%s.' % m.__module__, 'red') + \ termcolor.colored('%s' % m.__name__, 'yellow') i += 1 # File names yield termcolor.colored(' Files:', 'cyan') i = 1 for m in self.node.__class__.__mro__: if m.__module__ != 'deployer.node' and m != object: yield termcolor.colored(' %i ' % i, 'cyan') + \ termcolor.colored(getfile(m), 'red') i += 1 # Print host mappings yield termcolor.colored(' Hosts:', 'cyan') for role in sorted(self.node.hosts._hosts.keys()): items = self.node.hosts._hosts[role] yield termcolor.colored(' "%s"' % role, 'yellow') i = 1 for host in sorted(items, key=lambda h:h.slug): yield termcolor.colored(' %3i ' % i, 'cyan') + \ termcolor.colored('%-25s (%s)' % (host.slug, getattr(host, 'address', '')), 'red') i += 1 # Print the first docstring (look to the parents) for m in self.node.__class__.__mro__: if m.__module__ != 'deployer.node' and m != object and m.__doc__: yield termcolor.colored(' Docstring:\n', 'cyan') + \ termcolor.colored(m.__doc__ or '<None>', 'red') break # Actions yield termcolor.colored(' Actions:', 'cyan') def item_iterator(): for a in Inspector(self.node).get_actions(): yield termcolor.colored(a.name, 'red'), len(a.name) for line in console.in_columns(item_iterator(), margin_left=13): yield line # Nodes yield termcolor.colored(' Sub nodes:', 'cyan') # Group by node group grouper = lambda c:Inspector(c).get_group() for group, nodes in groupby(sorted(Inspector(self.node).get_childnodes(), key=grouper), grouper): yield termcolor.colored(' "%s"' % group.name, 'yellow') # Create iterator for all the items in this group def item_iterator(): for n in nodes: name = Inspector(n).get_name() if n.parent == self.node: text = termcolor.colored(name, type_of_node(n).color) length = len(name) else: full_name = Inspector(n).get_full_name() text = termcolor.colored('%s -> %s' % (name, full_name), type_of_node(n).color) length = len('%s -> %s' % (name, full_name)) yield text, length # Show in columns for line in console.in_columns(item_iterator(), margin_left=13): yield line console.lesspipe(inspect())
def is_instance_method(object, name): """ does this class have this method? """ return inspect(object, name)[0] is INSTANCE_METHOD
def is_instance_method(object, name): ''' does this class have this method? ''' return (inspect(object, name)[0] is INSTANCE_METHOD)
def Inspect(self): """ Inspection of the current service. Show host mappings and other information. """ def inspect(): # Print full name yield termcolor.colored(' Service: ', 'cyan') + \ termcolor.colored(self.service.__repr__(path_only=True), 'yellow') # Service class definition created on yield termcolor.colored(' Created on: ', 'cyan') + \ termcolor.colored(self.service._creation_date, 'red') # Print mro yield termcolor.colored(' Mro:', 'cyan') i = 1 for m in self.service.__class__.__mro__: if m.__module__ != 'deployer.service' and m != object: yield termcolor.colored(' %i ' % i, 'cyan') + \ termcolor.colored('%s.' % m.__module__, 'red') + \ termcolor.colored('%s' % m.__name__, 'yellow') i += 1 # File names yield termcolor.colored(' Files:', 'cyan') i = 1 for m in self.service.__class__.__mro__: if m.__module__ != 'deployer.service' and m != object: yield termcolor.colored(' %i ' % i, 'cyan') + \ termcolor.colored(getfile(m), 'red') i += 1 # Print host mappings yield termcolor.colored(' Hosts:', 'cyan') for role in sorted(self.service.hosts._hosts.keys()): items = self.service.hosts._hosts[role] yield termcolor.colored(' "%s"' % role, 'yellow') i = 1 for host in sorted(items, key=lambda h:h.slug): yield termcolor.colored(' %3i ' % i, 'cyan') + \ termcolor.colored('%-25s (%s)' % (host.slug, getattr(host, 'address', '')), 'red') i += 1 # Print the first docstring (look to the parents) for m in self.service.__class__.__mro__: if m.__module__ != 'deployer.service' and m != object and m.__doc__: yield termcolor.colored(' Docstring:\n', 'cyan') + \ termcolor.colored(m.__doc__ or '<None>', 'red') break # Actions yield termcolor.colored(' Actions:', 'cyan') def item_iterator(): for name, a in self.service.get_actions(): yield termcolor.colored(name, 'red'), len(name) for line in in_columns(item_iterator(), self.shell.pty, margin_left=13): yield line # Services yield termcolor.colored(' Sub services:', 'cyan') # Group by service group grouper = lambda i:i[1].get_group() for group, services in groupby(sorted(self.service.get_subservices(), key=grouper), grouper): yield termcolor.colored(' "%s"' % group.__name__, 'yellow') # Create iterator for all the items in this group def item_iterator(): for name, s in services: if s.parent == self.service: text = termcolor.colored(name, type_of_service(s).color) length = len(name) else: text = termcolor.colored('%s -> %s' % (name, s.__repr__(path_only=True)), type_of_service(s).color) length = len('%s -> %s' % (name, s.__repr__(path_only=True))) yield text, length # Show in columns for line in in_columns(item_iterator(), self.shell.pty, margin_left=13): yield line lesspipe(inspect(), self.shell.pty)
def sql_alchemy_object_as_dict(obj): from sqlalchemy import inspect return {c.key: getattr(obj, c.key) for c in inspect(obj).mapper.column_attrs}
import inspect class Foo(object): '''Foo doc''' def __init__(self, name): self.__name = name def getname(self): return self.__name def show(): print('hello') print(inspect.getmembers(show, inspect.ismethod)) print(inspect.getsource(Foo)) obj = Foo('you') print(inspect.isclass(Foo)) print(inspect())
# In[2]: from datetime import datetime result = tasks.add.apply_async(args=[1,2], eta=datetime(2014, 6, 12, 0, 0)) result = tasks.add.apply_async(args=[1,2], countdown=10) r = tasks.add.delay() r = tasks.add.apply_async(args=[2, 3], queues='email') from celery.task.control import revoke revoke(id) revoke(id, terminate=True) from celery.task.control import inspect i = inspect() i.scheduled() i.active() i.registered() # task result result = my_task.apply_async(args=[1,2]) result.ready() result.state # workers celery -A apps.project.tasks worker -l info
"first", ["rock", "paper"]) first_one_hot = feature_column.indicator_column(first) feature_columns.append(first_one_hot) second = feature_column.categorical_column_with_vocabulary_list( "second", ["rock", "paper"]) second_one_hot = feature_column.indicator_column(second) feature_columns.append(second_one_hot) crossed_feature = feature_column.crossed_column([first, second], hash_bucket_size=1000) crossed_feature = feature_column.indicator_column(crossed_feature) inspect.getargspec(crossed_feature.create_state) inspect(crossed_feature.index) dir(crossed_feature) feature_columns.append(crossed_feature) feature_layer = tf.keras.layers.DenseFeatures(feature_columns) model = tf.keras.Sequential([ feature_layer, layers.Dense(32, activation='relu'), layers.Dense(16, activation='relu'), layers.Dense(1, activation='sigmoid') ]) model.compile(optimizer='adam', loss='binary_crossentropy',
import pickle from link import * from datetime import timedelta import random def inspect(): # p: procedure p = raw_input("procedure:") path = "/home/jelte/Scriptie/python/"+p+".p" list = pickle.load(open(path,"rb")) random.shuffle(list) engine = create_engine('mysql://*****:*****@localhost/zl_work') #q = "SELECT familyname as al, firstname as af, sex, mother_familyname as ml, mother_firstname as mf, familyname as fl, father_firstname as ff, ((birth_min_days+birth_max_days)/2) as bd, role, id_person as id FROM ps_working WHERE id_person="+str(3743176)+" or id_person="+str(4192882) #print sql.read_sql(q,engine).head(2) for m1,m2 in list: q = "SELECT familyname as al, firstname1 as af, sex, mother_familyname as ml, mother_firstname as mf, familyname as fl, father_firstname as ff, ((birth_min_days+birth_max_days)/2) as bd, role, id_person as id FROM ps_working WHERE id_person="+str(m1)+" or id_person="+str(m2) df = sql.read_sql(q,engine) print df.head(2) raw_input("..") inspect()
def _inspect_node(self): console = Console(self.shell.pty) def inspect(): # Print full name yield termcolor.colored(' Node: ', 'cyan') + \ termcolor.colored(Inspector(self.node).get_full_name(), 'yellow') # Print mro yield termcolor.colored(' Mro:', 'cyan') i = 1 for m in self.node.__class__.__mro__: if m.__module__ != 'deployer.node' and m != object: yield termcolor.colored(' %i ' % i, 'cyan') + \ termcolor.colored('%s.' % m.__module__, 'red') + \ termcolor.colored('%s' % m.__name__, 'yellow') i += 1 # File names yield termcolor.colored(' Files:', 'cyan') i = 1 for m in self.node.__class__.__mro__: if m.__module__ != 'deployer.node' and m != object: yield termcolor.colored(' %i ' % i, 'cyan') + \ termcolor.colored(getfile(m), 'red') i += 1 # Print host mappings yield termcolor.colored(' Hosts:', 'cyan') for role in sorted(self.node.hosts._hosts.keys()): items = self.node.hosts._hosts[role] yield termcolor.colored(' "%s"' % role, 'yellow') i = 1 for host in sorted(items, key=lambda h: h.slug): yield termcolor.colored(' %3i ' % i, 'cyan') + \ termcolor.colored('%-25s (%s)' % (host.slug, getattr(host, 'address', '')), 'red') i += 1 # Print the first docstring (look to the parents) for m in self.node.__class__.__mro__: if m.__module__ != 'deployer.node' and m != object and m.__doc__: yield termcolor.colored(' Docstring:\n', 'cyan') + \ termcolor.colored(m.__doc__ or '<None>', 'red') break # Actions yield termcolor.colored(' Actions:', 'cyan') def item_iterator(): for a in Inspector(self.node).get_actions(): yield termcolor.colored(a.name, 'red'), len(a.name) for line in console.in_columns(item_iterator(), margin_left=13): yield line # Nodes yield termcolor.colored(' Sub nodes:', 'cyan') # Group by node group grouper = lambda c: Inspector(c).get_group() for group, nodes in groupby( sorted(Inspector(self.node).get_childnodes(), key=grouper), grouper): yield termcolor.colored(' "%s"' % group.name, 'yellow') # Create iterator for all the items in this group def item_iterator(): for n in nodes: name = Inspector(n).get_name() if n.parent == self.node: text = termcolor.colored(name, type_of_node(n).color) length = len(name) else: full_name = Inspector(n).get_full_name() text = termcolor.colored( '%s -> %s' % (name, full_name), type_of_node(n).color) length = len('%s -> %s' % (name, full_name)) yield text, length # Show in columns for line in console.in_columns(item_iterator(), margin_left=13): yield line console.lesspipe(inspect())
import inspect from collections import namedtuple from geometry_msgs.msg import Transform rotation = namedtuple("Rotation", ["x", "y", "z"]) rotation.x = 1 rotation.y = 1 rotation.z = 1 translation = namedtuple("Translation", ["x", "y", "z", "Theta"]) translation.x = 0 translation.y = 0 translation.z = 0 translation.Theta = 0 t1 = Transform(rotation, translation) print t1 print t1.rotation.x print t1.rotation.y print t1.rotation.z print inspect(Transform.__init__)
def _inspect_mixin(self, *args, **kwargs): return inspect(self, *args, **kwargs)
def get_row_dic(row): return { c.key: getattr(row, c.key) for c in inspect(row).mapper.column_attrs }