Source code for factory.declarations

# -*- coding: utf-8 -*-
# Copyright: See the LICENSE file.

from __future__ import unicode_literals

import itertools
import logging

from . import enums
from . import compat
from . import errors
from . import utils

logger = logging.getLogger('factory.generate')

class BaseDeclaration(utils.OrderedBase):
    """A factory declaration.

    Declarations mark an attribute as needing lazy evaluation.
    This allows them to refer to attributes defined by other BaseDeclarations
    in the same factory.


    def evaluate(self, instance, step, extra):
        """Evaluate this declaration.

            instance (builder.Resolver): The object holding currently computed
            step: a factory.builder.BuildStep
            extra (dict): additional, call-time added kwargs
                for the step.
        raise NotImplementedError('This is an abstract method')

class OrderedDeclaration(BaseDeclaration):

    # FIXME(rbarrois)

[docs]class LazyFunction(BaseDeclaration): """Simplest BaseDeclaration computed by calling the given function. Attributes: function (function): a function without arguments and returning the computed value. """ def __init__(self, function, *args, **kwargs): super(LazyFunction, self).__init__(*args, **kwargs) self.function = function def evaluate(self, instance, step, extra): logger.debug("LazyFunction: Evaluating %s on %s", utils.log_repr(self.function), utils.log_repr(step)) return self.function()
[docs]class LazyAttribute(BaseDeclaration): """Specific BaseDeclaration computed using a lambda. Attributes: function (function): a function, expecting the current LazyStub and returning the computed value. """ def __init__(self, function, *args, **kwargs): super(LazyAttribute, self).__init__(*args, **kwargs) self.function = function def evaluate(self, instance, step, extra): logger.debug("LazyAttribute: Evaluating %s on %s", utils.log_repr(self.function), utils.log_repr(instance)) return self.function(instance)
class _UNSPECIFIED(object): pass def deepgetattr(obj, name, default=_UNSPECIFIED): """Try to retrieve the given attribute of an object, digging on '.'. This is an extended getattr, digging deeper if '.' is found. Args: obj (object): the object of which an attribute should be read name (str): the name of an attribute to look up. default (object): the default value to use if the attribute wasn't found Returns: the attribute pointed to by 'name', splitting on '.'. Raises: AttributeError: if obj has no 'name' attribute. """ try: if '.' in name: attr, subname = name.split('.', 1) return deepgetattr(getattr(obj, attr), subname, default) else: return getattr(obj, name) except AttributeError: if default is _UNSPECIFIED: raise else: return default
[docs]class SelfAttribute(BaseDeclaration): """Specific BaseDeclaration copying values from other fields. If the field name starts with two dots or more, the lookup will be anchored in the related 'parent'. Attributes: depth (int): the number of steps to go up in the containers chain attribute_name (str): the name of the attribute to copy. default (object): the default value to use if the attribute doesn't exist. """ def __init__(self, attribute_name, default=_UNSPECIFIED, *args, **kwargs): super(SelfAttribute, self).__init__(*args, **kwargs) depth = len(attribute_name) - len(attribute_name.lstrip('.')) attribute_name = attribute_name[depth:] self.depth = depth self.attribute_name = attribute_name self.default = default def evaluate(self, instance, step, extra): if self.depth > 1: # Fetching from a parent target = step.chain[self.depth - 1] else: target = instance logger.debug("SelfAttribute: Picking attribute %r on %s", self.attribute_name, utils.log_repr(target)) return deepgetattr(target, self.attribute_name, self.default) def __repr__(self): return '<%s(%r, default=%r)>' % ( self.__class__.__name__, self.attribute_name, self.default, )
[docs]class Iterator(BaseDeclaration): """Fill this value using the values returned by an iterator. Warning: the iterator should not end ! Attributes: iterator (iterable): the iterator whose value should be used. getter (callable or None): a function to parse returned values """ def __init__(self, iterator, cycle=True, getter=None): super(Iterator, self).__init__() self.getter = getter self.iterator = None if cycle: self.iterator_builder = lambda: utils.ResetableIterator(itertools.cycle(iterator)) else: self.iterator_builder = lambda: utils.ResetableIterator(iterator) def evaluate(self, instance, step, extra): # Begin unrolling as late as possible. # This helps with ResetableIterator(MyModel.objects.all()) if self.iterator is None: self.iterator = self.iterator_builder() logger.debug("Iterator: Fetching next value from %s", utils.log_repr(self.iterator)) value = next(iter(self.iterator)) if self.getter is None: return value return self.getter(value)
[docs] def reset(self): """Reset the internal iterator.""" if self.iterator is not None: self.iterator.reset()
[docs]class Sequence(BaseDeclaration): """Specific BaseDeclaration to use for 'sequenced' fields. These fields are typically used to generate increasing unique values. Attributes: function (function): A function, expecting the current sequence counter and returning the computed value. type (function): A function converting an integer into the expected kind of counter for the 'function' attribute. """ def __init__(self, function, type=int): super(Sequence, self).__init__() self.function = function self.type = type def evaluate(self, instance, step, extra): logger.debug("Sequence: Computing next value of %r for seq=%s", self.function, step.sequence) return self.function(self.type(step.sequence))
[docs]class LazyAttributeSequence(Sequence): """Composite of a LazyAttribute and a Sequence. Attributes: function (function): A function, expecting the current LazyStub and the current sequence counter. type (function): A function converting an integer into the expected kind of counter for the 'function' attribute. """ def evaluate(self, instance, step, extra): logger.debug( "LazyAttributeSequence: Computing next value of %r for seq=%s, obj=%s", self.function, step.sequence, utils.log_repr(instance)) return self.function(instance, self.type(step.sequence))
class ContainerAttribute(BaseDeclaration): """Variant of LazyAttribute, also receives the containers of the object. Attributes: function (function): A function, expecting the current LazyStub and the (optional) object having a subfactory containing this attribute. strict (bool): Whether evaluating should fail when the containers are not passed in (i.e used outside a SubFactory). """ def __init__(self, function, strict=True, *args, **kwargs): super(ContainerAttribute, self).__init__(*args, **kwargs) self.function = function self.strict = strict def evaluate(self, instance, step, extra): """Evaluate the current ContainerAttribute. Args: obj (LazyStub): a lazy stub of the object being constructed, if needed. containers (list of LazyStub): a list of lazy stubs of factories being evaluated in a chain, each item being a future field of next one. """ # Strip the current instance from the chain chain = step.chain[1:] if self.strict and not chain: raise TypeError( "A ContainerAttribute in 'strict' mode can only be used " "within a SubFactory.") return self.function(instance, chain) class ParameteredAttribute(BaseDeclaration): """Base class for attributes expecting parameters. Attributes: defaults (dict): Default values for the parameters. May be overridden by call-time parameters. Class attributes: CONTAINERS_FIELD (str): name of the field, if any, where container information (e.g for SubFactory) should be stored. If empty, containers data isn't merged into generate() parameters. """ CONTAINERS_FIELD = '__containers' # Whether to add the current object to the stack of containers EXTEND_CONTAINERS = False def __init__(self, **kwargs): super(ParameteredAttribute, self).__init__() self.defaults = kwargs def _prepare_containers(self, obj, containers=()): if self.EXTEND_CONTAINERS: return (obj,) + tuple(containers) return containers def evaluate(self, instance, step, extra): """Evaluate the current definition and fill its attributes. Uses attributes definition in the following order: - values defined when defining the ParameteredAttribute - additional values defined when instantiating the containing factory Args: instance (builder.Resolver): The object holding currently computed attributes step: a factory.builder.BuildStep extra (dict): additional, call-time added kwargs for the step. """ defaults = dict(self.defaults) if extra: defaults.update(extra) return self.generate(step, defaults) def generate(self, step, params): """Actually generate the related attribute. Args: sequence (int): the current sequence number obj (LazyStub): the object being constructed create (bool): whether the calling factory was in 'create' or 'build' mode params (dict): parameters inherited from init and evaluation-time overrides. Returns: Computed value for the current declaration. """ raise NotImplementedError() class _FactoryWrapper(object): """Handle a 'factory' arg. Such args can be either a Factory subclass, or a fully qualified import path for that subclass (e.g 'myapp.factories.MyFactory'). """ def __init__(self, factory_or_path): self.factory = None self.module = = '' if isinstance(factory_or_path, type): self.factory = factory_or_path else: if not (compat.is_string(factory_or_path) and '.' in factory_or_path): raise ValueError( "A factory= argument must receive either a class " "or the fully qualified path to a Factory subclass; got " "%r instead." % factory_or_path) self.module, = factory_or_path.rsplit('.', 1) def get(self): if self.factory is None: self.factory = utils.import_object( self.module,, ) return self.factory def __repr__(self): if self.factory is None: return '<_FactoryImport: %s.%s>' % (self.module, else: return '<_FactoryImport: %s>' % self.factory.__class__
[docs]class SubFactory(ParameteredAttribute): """Base class for attributes based upon a sub-factory. Attributes: defaults (dict): Overrides to the defaults defined in the wrapped factory factory (base.Factory): the wrapped factory """ EXTEND_CONTAINERS = True FORCE_SEQUENCE = False def __init__(self, factory, **kwargs): super(SubFactory, self).__init__(**kwargs) self.factory_wrapper = _FactoryWrapper(factory) def get_factory(self): """Retrieve the wrapped factory.Factory subclass.""" return self.factory_wrapper.get() def generate(self, step, params): """Evaluate the current definition and fill its attributes. Args: step: a factory.builder.BuildStep params (dict): additional, call-time added kwargs for the step. """ subfactory = self.get_factory() logger.debug( "SubFactory: Instantiating %s.%s(%s), create=%r", subfactory.__module__, subfactory.__name__, utils.log_pprint(kwargs=params), step, ) force_sequence = step.sequence if self.FORCE_SEQUENCE else None return step.recurse(subfactory, params, force_sequence=force_sequence)
[docs]class Dict(SubFactory): """Fill a dict with usual declarations.""" FORCE_SEQUENCE = True def __init__(self, params, dict_factory='factory.DictFactory'): super(Dict, self).__init__(dict_factory, **dict(params))
[docs]class List(SubFactory): """Fill a list with standard declarations.""" FORCE_SEQUENCE = True def __init__(self, params, list_factory='factory.ListFactory'): params = dict((str(i), v) for i, v in enumerate(params)) super(List, self).__init__(list_factory, **params)
# Parameters # ========== class Skip(object): def __bool__(self): return False # Py2 compatibility __nonzero__ = __bool__ SKIP = Skip()
[docs]class Maybe(BaseDeclaration): def __init__(self, decider, yes_declaration=SKIP, no_declaration=SKIP): super(Maybe, self).__init__() phases = { 'yes_declaration': enums.get_builder_phase(yes_declaration), 'no_declaration': enums.get_builder_phase(no_declaration), } used_phases = set(phase for phase in phases.values() if phase is not None) if len(used_phases) > 1: raise TypeError("Inconsistent phases for %r: %r" % (self, phases)) self.FACTORY_BUILDER_PHASE = used_phases.pop() if used_phases else enums.BuilderPhase.ATTRIBUTE_RESOLUTION if enums.get_builder_phase(decider) is None: # No builder phase => flat value decider = SelfAttribute(decider, default=None) self.decider = decider self.yes = yes_declaration = no_declaration def call(self, instance, step, context): decider_phase = enums.get_builder_phase(self.decider) if decider_phase == enums.BuilderPhase.ATTRIBUTE_RESOLUTION: # Note: we work on the *builder stub*, not on the actual instance. # This gives us access to all Params-level definitions. choice = self.decider.evaluate(instance=step.stub, step=step, extra=context.extra) else: assert decider_phase == enums.BuilderPhase.POST_INSTANTIATION choice =, step, context) target = self.yes if choice else if enums.get_builder_phase(target) == enums.BuilderPhase.POST_INSTANTIATION: return instance=instance, step=step, context=context, ) else: # Flat value (can't be ATTRIBUTE_RESOLUTION, checked in __init__) return target def evaluate(self, instance, step, extra): choice = self.decider.evaluate(instance=instance, step=step, extra={}) target = self.yes if choice else if isinstance(target, BaseDeclaration): return target.evaluate( instance=instance, step=step, extra=extra, ) else: # Flat value (can't be POST_INSTANTIATION, checked in __init__) return target def __repr__(self): return 'Maybe(%r, yes=%r, no=%r)' % (self.decider, self.yes,
class Parameter(utils.OrderedBase): """A complex parameter, to be used in a Factory.Params section. Must implement: - A "compute" function, performing the actual declaration override - Optionally, a get_revdeps() function (to compute other parameters it may alter) """ def as_declarations(self, field_name, declarations): """Compute the overrides for this parameter. Args: - field_name (str): the field this parameter is installed at - declarations (dict): the global factory declarations Returns: dict: the declarations to override """ raise NotImplementedError() def get_revdeps(self, parameters): """Retrieve the list of other parameters modified by this one.""" return [] class SimpleParameter(Parameter): def __init__(self, value): super(SimpleParameter, self).__init__() self.value = value def as_declarations(self, field_name, declarations): return { field_name: self.value, } @classmethod def wrap(cls, value): if not isinstance(value, Parameter): return cls(value) return value
[docs]class Trait(Parameter): """The simplest complex parameter, it enables a bunch of new declarations based on a boolean flag.""" def __init__(self, **overrides): super(Trait, self).__init__() self.overrides = overrides def as_declarations(self, field_name, declarations): overrides = {} for maybe_field, new_value in self.overrides.items(): overrides[maybe_field] = Maybe( decider=SelfAttribute( '%s.%s' % ( '.' * maybe_field.count(enums.SPLITTER), field_name, ), default=False, ), yes_declaration=new_value, no_declaration=declarations.get(maybe_field, SKIP), ) return overrides def get_revdeps(self, parameters): """This might alter fields it's injecting.""" return [param for param in parameters if param in self.overrides] def __repr__(self): return '%s(%s)' % ( self.__class__.__name__, ', '.join('%s=%r' % t for t in self.overrides.items()) )
# Post-generation # =============== class PostGenerationDeclaration(utils.OrderedBase): """Declarations to be called once the model object has been generated.""" FACTORY_BUILDER_PHASE = enums.BuilderPhase.POST_INSTANTIATION def call(self, instance, step, context): # pragma: no cover """Call this hook; no return value is expected. Args: obj (object): the newly generated object create (bool): whether the object was 'built' or 'created' context: a builder.PostGenerationContext containing values extracted from the containing factory's declaration """ raise NotImplementedError()
[docs]class PostGeneration(PostGenerationDeclaration): """Calls a given function once the object has been generated.""" def __init__(self, function): super(PostGeneration, self).__init__() self.function = function def call(self, instance, step, context): logger.debug( "PostGeneration: Calling %s.%s(%s)", self.function.__module__, self.function.__name__, utils.log_pprint( (instance, step), context._asdict(), ), ) create = step.builder.strategy == enums.CREATE_STRATEGY return self.function( instance, create, context.value, **context.extra)
[docs]class RelatedFactory(PostGenerationDeclaration): """Calls a factory once the object has been generated. Attributes: factory (Factory): the factory to call defaults (dict): extra declarations for calling the related factory name (str): the name to use to refer to the generated object when calling the related factory """ def __init__(self, factory, factory_related_name='', **defaults): super(RelatedFactory, self).__init__() = factory_related_name self.defaults = defaults self.factory_wrapper = _FactoryWrapper(factory) def get_factory(self): """Retrieve the wrapped factory.Factory subclass.""" return self.factory_wrapper.get() def call(self, instance, step, context): factory = self.get_factory() if context.value_provided: # The user passed in a custom value logger.debug( "RelatedFactory: Using provided %s instead of generating %s.%s.", utils.log_repr(context.value), factory.__module__, factory.__name__, ) return context.value passed_kwargs = dict(self.defaults) passed_kwargs.update(context.extra) if passed_kwargs[] = instance logger.debug( "RelatedFactory: Generating %s.%s(%s)", factory.__module__, factory.__name__, utils.log_pprint((step,), passed_kwargs), ) return step.recurse(factory, passed_kwargs)
class NotProvided: pass
[docs]class PostGenerationMethodCall(PostGenerationDeclaration): """Calls a method of the generated object. Attributes: method_name (str): the method to call method_args (list): arguments to pass to the method method_kwargs (dict): keyword arguments to pass to the method Example: class UserFactory(factory.Factory): ... password = factory.PostGenerationMethodCall('set_pass', password='') """ def __init__(self, method_name, *args, **kwargs): super(PostGenerationMethodCall, self).__init__() if len(args) > 1: raise errors.InvalidDeclarationError( "A PostGenerationMethodCall can only handle 1 positional argument; " "please provide other parameters through keyword arguments." ) self.method_name = method_name self.method_arg = args[0] if args else NotProvided self.method_kwargs = kwargs def call(self, instance, step, context): if not context.value_provided: if self.method_arg is NotProvided: args = tuple() else: args = tuple([self.method_arg]) else: args = tuple([context.value]) kwargs = dict(self.method_kwargs) kwargs.update(context.extra) method = getattr(instance, self.method_name) logger.debug( "PostGenerationMethodCall: Calling %s.%s(%s)", utils.log_repr(instance), self.method_name, utils.log_pprint(args, kwargs), ) return method(*args, **kwargs)