# -*- coding: utf-8 -*- # Copyright (c) 2010 Mark Sandstrom # Copyright (c) 2011-2013 Raphaƫl Barrois # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. import logging from . import containers from . import utils logger = logging.getLogger('factory.generate') # Strategies BUILD_STRATEGY = 'build' CREATE_STRATEGY = 'create' STUB_STRATEGY = 'stub' # Special declarations FACTORY_CLASS_DECLARATION = 'FACTORY_FOR' # Factory class attributes CLASS_ATTRIBUTE_DECLARATIONS = '_declarations' CLASS_ATTRIBUTE_POSTGEN_DECLARATIONS = '_postgen_declarations' CLASS_ATTRIBUTE_ASSOCIATED_CLASS = '_associated_class' CLASS_ATTRIBUTE_IS_ABSTRACT = '_abstract_factory' class FactoryError(Exception): """Any exception raised by factory_boy.""" class AssociatedClassError(FactoryError): """Exception for Factory subclasses lacking FACTORY_FOR.""" class UnknownStrategy(FactoryError): """Raised when a factory uses an unknown strategy.""" class UnsupportedStrategy(FactoryError): """Raised when trying to use a strategy on an incompatible Factory.""" # Factory metaclasses def get_factory_bases(bases): """Retrieve all FactoryMetaClass-derived bases from a list.""" return [b for b in bases if issubclass(b, BaseFactory)] class FactoryMetaClass(type): """Factory metaclass for handling ordered declarations.""" def __call__(cls, **kwargs): """Override the default Factory() syntax to call the default strategy. Returns an instance of the associated class. """ if cls.FACTORY_STRATEGY == BUILD_STRATEGY: return cls.build(**kwargs) elif cls.FACTORY_STRATEGY == CREATE_STRATEGY: return cls.create(**kwargs) elif cls.FACTORY_STRATEGY == STUB_STRATEGY: return cls.stub(**kwargs) else: raise UnknownStrategy('Unknown FACTORY_STRATEGY: {0}'.format( cls.FACTORY_STRATEGY)) @classmethod def _discover_associated_class(mcs, class_name, attrs, inherited=None): """Try to find the class associated with this factory. In order, the following tests will be performed: - Lookup the FACTORY_CLASS_DECLARATION attribute - If an inherited associated class was provided, use it. Args: class_name (str): the name of the factory class being created attrs (dict): the dict of attributes from the factory class definition inherited (class): the optional associated class inherited from a parent factory Returns: class: the class to associate with this factory """ if FACTORY_CLASS_DECLARATION in attrs: return attrs[FACTORY_CLASS_DECLARATION] # No specific associated class was given, and one was defined for our # parent, use it. if inherited is not None: return inherited # Nothing found, return None. return None @classmethod def _extract_declarations(mcs, bases, attributes): """Extract declarations from a class definition. Args: bases (class list): parent Factory subclasses attributes (dict): attributes declared in the class definition Returns: dict: the original attributes, where declarations have been moved to _declarations and post-generation declarations to _postgen_declarations. """ declarations = containers.DeclarationDict() postgen_declarations = containers.PostGenerationDeclarationDict() # Add parent declarations in reverse order. for base in reversed(bases): # Import parent PostGenerationDeclaration postgen_declarations.update_with_public( getattr(base, CLASS_ATTRIBUTE_POSTGEN_DECLARATIONS, {})) # Import all 'public' attributes (avoid those starting with _) declarations.update_with_public( getattr(base, CLASS_ATTRIBUTE_DECLARATIONS, {})) # Import attributes from the class definition attributes = postgen_declarations.update_with_public(attributes) # Store protected/private attributes in 'non_factory_attrs'. attributes = declarations.update_with_public(attributes) # Store the DeclarationDict in the attributes of the newly created class attributes[CLASS_ATTRIBUTE_DECLARATIONS] = declarations attributes[CLASS_ATTRIBUTE_POSTGEN_DECLARATIONS] = postgen_declarations return attributes def __new__(mcs, class_name, bases, attrs): """Record attributes as a pattern for later instance construction. This is called when a new Factory subclass is defined; it will collect attribute declaration from the class definition. Args: class_name (str): the name of the class being created bases (list of class): the parents of the class being created attrs (str => obj dict): the attributes as defined in the class definition Returns: A new class """ parent_factories = get_factory_bases(bases) if not parent_factories: return super(FactoryMetaClass, mcs).__new__( mcs, class_name, bases, attrs) extra_attrs = {} is_abstract = attrs.pop('ABSTRACT_FACTORY', False) base = parent_factories[0] inherited_associated_class = getattr(base, CLASS_ATTRIBUTE_ASSOCIATED_CLASS, None) associated_class = mcs._discover_associated_class(class_name, attrs, inherited_associated_class) if associated_class is None: is_abstract = True else: # If inheriting the factory from a parent, keep a link to it. # This allows to use the sequence counters from the parents. if associated_class == inherited_associated_class: attrs['_base_factory'] = base # The CLASS_ATTRIBUTE_ASSOCIATED_CLASS must *not* be taken into # account when parsing the declared attributes of the new class. extra_attrs[CLASS_ATTRIBUTE_ASSOCIATED_CLASS] = associated_class extra_attrs[CLASS_ATTRIBUTE_IS_ABSTRACT] = is_abstract # Extract pre- and post-generation declarations attributes = mcs._extract_declarations(parent_factories, attrs) attributes.update(extra_attrs) return super(FactoryMetaClass, mcs).__new__( mcs, class_name, bases, attributes) def __str__(cls): if cls._abstract_factory: return '<%s (abstract)>' else: return '<%s for %s>' % (cls.__name__, getattr(cls, CLASS_ATTRIBUTE_ASSOCIATED_CLASS).__name__) # Factory base classes class BaseFactory(object): """Factory base support for sequences, attributes and stubs.""" # Backwards compatibility UnknownStrategy = UnknownStrategy UnsupportedStrategy = UnsupportedStrategy def __new__(cls, *args, **kwargs): """Would be called if trying to instantiate the class.""" raise FactoryError('You cannot instantiate BaseFactory') # ID to use for the next 'declarations.Sequence' attribute. _next_sequence = None # Base factory, if this class was inherited from another factory. This is # used for sharing the _next_sequence counter among factories for the same # class. _base_factory = None # Holds the target class, once resolved. _associated_class = None # Whether this factory is considered "abstract", thus uncallable. _abstract_factory = False # List of arguments that should be passed as *args instead of **kwargs FACTORY_ARG_PARAMETERS = () # List of attributes that should not be passed to the underlying class FACTORY_HIDDEN_ARGS = () @classmethod def reset_sequence(cls, value=None, force=False): """Reset the sequence counter.""" if cls._base_factory: if force: cls._base_factory.reset_sequence(value=value) else: raise ValueError( "Cannot reset the sequence of a factory subclass. " "Please call reset_sequence() on the root factory, " "or call reset_sequence(forward=True)." ) else: cls._next_sequence = value @classmethod def _setup_next_sequence(cls): """Set up an initial sequence value for Sequence attributes. Returns: int: the first available ID to use for instances of this factory. """ return 0 @classmethod def _generate_next_sequence(cls): """Retrieve a new sequence ID. This will call, in order: - _generate_next_sequence from the base factory, if provided - _setup_next_sequence, if this is the 'toplevel' factory and the sequence counter wasn't initialized yet; then increase it. """ # Rely upon our parents if cls._base_factory: return cls._base_factory._generate_next_sequence() # Make sure _next_sequence is initialized if cls._next_sequence is None: cls._next_sequence = cls._setup_next_sequence() # Pick current value, then increase class counter for the next call. next_sequence = cls._next_sequence cls._next_sequence += 1 return next_sequence @classmethod def attributes(cls, create=False, extra=None): """Build a dict of attribute values, respecting declaration order. The process is: - Handle 'orderless' attributes, overriding defaults with provided kwargs when applicable - Handle ordered attributes, overriding them with provided kwargs when applicable; the current list of computed attributes is available to the currently processed object. """ force_sequence = None if extra: force_sequence = extra.pop('__sequence', None) log_ctx = '%s.%s' % (cls.__module__, cls.__name__) logger.debug('BaseFactory: Preparing %s.%s(extra=%r)', cls.__module__, cls.__name__, extra, ) return containers.AttributeBuilder(cls, extra, log_ctx=log_ctx).build( create=create, force_sequence=force_sequence, ) @classmethod def declarations(cls, extra_defs=None): """Retrieve a copy of the declared attributes. Args: extra_defs (dict): additional definitions to insert into the retrieved DeclarationDict. """ return getattr(cls, CLASS_ATTRIBUTE_DECLARATIONS).copy(extra_defs) @classmethod def _adjust_kwargs(cls, **kwargs): """Extension point for custom kwargs adjustment.""" return kwargs @classmethod def _prepare(cls, create, **kwargs): """Prepare an object for this factory. Args: create: bool, whether to create or to build the object **kwargs: arguments to pass to the creation function """ target_class = getattr(cls, CLASS_ATTRIBUTE_ASSOCIATED_CLASS) kwargs = cls._adjust_kwargs(**kwargs) # Remove 'hidden' arguments. for arg in cls.FACTORY_HIDDEN_ARGS: del kwargs[arg] # Extract *args from **kwargs args = tuple(kwargs.pop(key) for key in cls.FACTORY_ARG_PARAMETERS) logger.debug('BaseFactory: Generating %s.%s(%s)', cls.__module__, cls.__name__, utils.log_pprint(args, kwargs), ) if create: return cls._create(target_class, *args, **kwargs) else: return cls._build(target_class, *args, **kwargs) @classmethod def _generate(cls, create, attrs): """generate the object. Args: create (bool): whether to 'build' or 'create' the object attrs (dict): attributes to use for generating the object """ if cls._abstract_factory: raise FactoryError( "Cannot generate instances of abstract factory %(f)s; " "Ensure %(f)s.FACTORY_FOR is set and %(f)s.ABSTRACT_FACTORY " "is either not set or False." % dict(f=cls)) # Extract declarations used for post-generation postgen_declarations = getattr(cls, CLASS_ATTRIBUTE_POSTGEN_DECLARATIONS) postgen_attributes = {} for name, decl in sorted(postgen_declarations.items()): postgen_attributes[name] = decl.extract(name, attrs) # Generate the object obj = cls._prepare(create, **attrs) # Handle post-generation attributes results = {} for name, decl in sorted(postgen_declarations.items()): extraction_context = postgen_attributes[name] results[name] = decl.call(obj, create, extraction_context) cls._after_postgeneration(obj, create, results) return obj @classmethod def _after_postgeneration(cls, obj, create, results=None): """Hook called after post-generation declarations have been handled. Args: obj (object): the generated object create (bool): whether the strategy was 'build' or 'create' results (dict or None): result of post-generation declarations """ pass @classmethod def _build(cls, target_class, *args, **kwargs): """Actually build an instance of the target_class. Customization point, will be called once the full set of args and kwargs has been computed. Args: target_class (type): the class for which an instance should be built args (tuple): arguments to use when building the class kwargs (dict): keyword arguments to use when building the class """ return target_class(*args, **kwargs) @classmethod def _create(cls, target_class, *args, **kwargs): """Actually create an instance of the target_class. Customization point, will be called once the full set of args and kwargs has been computed. Args: target_class (type): the class for which an instance should be created args (tuple): arguments to use when creating the class kwargs (dict): keyword arguments to use when creating the class """ return target_class(*args, **kwargs) @classmethod def build(cls, **kwargs): """Build an instance of the associated class, with overriden attrs.""" attrs = cls.attributes(create=False, extra=kwargs) return cls._generate(False, attrs) @classmethod def build_batch(cls, size, **kwargs): """Build a batch of instances of the given class, with overriden attrs. Args: size (int): the number of instances to build Returns: object list: the built instances """ return [cls.build(**kwargs) for _ in range(size)] @classmethod def create(cls, **kwargs): """Create an instance of the associated class, with overriden attrs.""" attrs = cls.attributes(create=True, extra=kwargs) return cls._generate(True, attrs) @classmethod def create_batch(cls, size, **kwargs): """Create a batch of instances of the given class, with overriden attrs. Args: size (int): the number of instances to create Returns: object list: the created instances """ return [cls.create(**kwargs) for _ in range(size)] @classmethod def stub(cls, **kwargs): """Retrieve a stub of the associated class, with overriden attrs. This will return an object whose attributes are those defined in this factory's declarations or in the extra kwargs. """ stub_object = containers.StubObject() for name, value in cls.attributes(create=False, extra=kwargs).items(): setattr(stub_object, name, value) return stub_object @classmethod def stub_batch(cls, size, **kwargs): """Stub a batch of instances of the given class, with overriden attrs. Args: size (int): the number of instances to stub Returns: object list: the stubbed instances """ return [cls.stub(**kwargs) for _ in range(size)] @classmethod def generate(cls, strategy, **kwargs): """Generate a new instance. The instance will be created with the given strategy (one of BUILD_STRATEGY, CREATE_STRATEGY, STUB_STRATEGY). Args: strategy (str): the strategy to use for generating the instance. Returns: object: the generated instance """ assert strategy in (STUB_STRATEGY, BUILD_STRATEGY, CREATE_STRATEGY) action = getattr(cls, strategy) return action(**kwargs) @classmethod def generate_batch(cls, strategy, size, **kwargs): """Generate a batch of instances. The instances will be created with the given strategy (one of BUILD_STRATEGY, CREATE_STRATEGY, STUB_STRATEGY). Args: strategy (str): the strategy to use for generating the instance. size (int): the number of instances to generate Returns: object list: the generated instances """ assert strategy in (STUB_STRATEGY, BUILD_STRATEGY, CREATE_STRATEGY) batch_action = getattr(cls, '%s_batch' % strategy) return batch_action(size, **kwargs) @classmethod def simple_generate(cls, create, **kwargs): """Generate a new instance. The instance will be either 'built' or 'created'. Args: create (bool): whether to 'build' or 'create' the instance. Returns: object: the generated instance """ strategy = CREATE_STRATEGY if create else BUILD_STRATEGY return cls.generate(strategy, **kwargs) @classmethod def simple_generate_batch(cls, create, size, **kwargs): """Generate a batch of instances. These instances will be either 'built' or 'created'. Args: size (int): the number of instances to generate create (bool): whether to 'build' or 'create' the instances. Returns: object list: the generated instances """ strategy = CREATE_STRATEGY if create else BUILD_STRATEGY return cls.generate_batch(strategy, size, **kwargs) Factory = FactoryMetaClass('Factory', (BaseFactory,), { 'ABSTRACT_FACTORY': True, 'FACTORY_STRATEGY': CREATE_STRATEGY, '__doc__': """Factory base with build and create support. This class has the ability to support multiple ORMs by using custom creation functions. """, }) # Backwards compatibility Factory.AssociatedClassError = AssociatedClassError # pylint: disable=W0201 class StubFactory(Factory): FACTORY_STRATEGY = STUB_STRATEGY FACTORY_FOR = containers.StubObject @classmethod def build(cls, **kwargs): raise UnsupportedStrategy() @classmethod def create(cls, **kwargs): raise UnsupportedStrategy() class BaseDictFactory(Factory): """Factory for dictionary-like classes.""" ABSTRACT_FACTORY = True @classmethod def _build(cls, target_class, *args, **kwargs): if args: raise ValueError( "DictFactory %r does not support FACTORY_ARG_PARAMETERS.", cls) return target_class(**kwargs) @classmethod def _create(cls, target_class, *args, **kwargs): return cls._build(target_class, *args, **kwargs) class DictFactory(BaseDictFactory): FACTORY_FOR = dict class BaseListFactory(Factory): """Factory for list-like classes.""" ABSTRACT_FACTORY = True @classmethod def _build(cls, target_class, *args, **kwargs): if args: raise ValueError( "ListFactory %r does not support FACTORY_ARG_PARAMETERS.", cls) values = [v for k, v in sorted(kwargs.items())] return target_class(values) @classmethod def _create(cls, target_class, *args, **kwargs): return cls._build(target_class, *args, **kwargs) class ListFactory(BaseListFactory): FACTORY_FOR = list def use_strategy(new_strategy): """Force the use of a different strategy. This is an alternative to setting default_strategy in the class definition. """ def wrapped_class(klass): klass.FACTORY_STRATEGY = new_strategy return klass return wrapped_class class SQLAlchemyModelFactory(Factory): """Factory for SQLAlchemy models. """ ABSTRACT_FACTORY = True FACTORY_HIDDEN_ARGS=('SESSION',) def __init__(self, session): self.session = session @classmethod def _get_function(cls, function_name): session = cls._declarations['SESSION'] sqlalchemy = __import__(session.__module__) max = getattr(sqlalchemy.sql.functions, function_name) @classmethod def _setup_next_sequence(cls, *args, **kwargs): """Compute the next available PK, based on the 'pk' database field.""" max = cls._get_function('max') session = cls._declarations['SESSION'] pk = cls.FACTORY_FOR.__table__.primary_key.columns.values()[0].key max_pk = session.query(max(getattr(cls.FACTORY_FOR, pk))).one() return max_pk[0] + 1 if max_pk[0] else 1 @classmethod def _create(cls, target_class, *args, **kwargs): """Create an instance of the model, and save it to the database.""" session = cls._declarations['SESSION'] obj = target_class(*args, **kwargs) session.add(obj) return obj