/
factory.py
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/
factory.py
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""" Mixer factories. """
import typing
import datetime
import decimal
import inspect
from . import _compat as _, mix_types as t
from ._faker import faker
class GenFactoryMeta(type):
""" Precache generators. """
def __new__(mcs, name, bases, params):
generators = dict()
fakers = dict()
types = dict()
for cls in bases:
if isinstance(cls, GenFactoryMeta):
generators.update(cls.generators)
fakers.update(cls.fakers)
types.update(cls.types)
fakers.update(params.get('fakers', dict()))
types.update(params.get('types', dict()))
types = dict(mcs.__flat_keys(types))
if types:
for atype, btype in types.items():
factory = generators.get(btype)
if factory:
generators[atype] = factory
generators.update(params.get('generators', dict()))
generators = dict(mcs.__flat_keys(generators))
params['generators'] = generators
params['fakers'] = fakers
params['types'] = types
return super(GenFactoryMeta, mcs).__new__(mcs, name, bases, params)
@staticmethod
def __flat_keys(d):
for key, value in d.items():
if isinstance(key, (tuple, list)):
for k in key:
yield k, value
continue
yield key, value
class GenFactory(_.with_metaclass(GenFactoryMeta)):
""" Make generators for types. """
generators = {
bool: faker.pybool,
float: faker.pyfloat,
int: faker.random_int,
str: faker.pystr,
bytes: faker.pybytes,
list: faker.pylist,
set: faker.pyset,
tuple: faker.pytuple,
dict: faker.pydict,
datetime.date: faker.date,
datetime.datetime: faker.date_time,
datetime.time: faker.time,
decimal.Decimal: faker.small_decimal,
typing.Any: lambda: faker.pytuple(1)[0],
t.BigInteger: faker.big_integer,
t.EmailString: faker.email,
t.HostnameString: faker.domain_name,
t.IP4String: faker.ipv4,
t.IP6String: faker.ipv6,
t.IPString: faker.ip_generic,
t.NullOrBoolean: faker.null_boolean,
t.PositiveDecimal: faker.positive_decimal,
t.PositiveInteger: faker.positive_integer,
t.PositiveSmallInteger: faker.small_positive_integer,
t.SmallInteger: faker.small_integer,
t.Text: faker.text,
t.URL: faker.url,
t.UUID: faker.uuid,
t.JSON: faker.json,
type(None): '',
}
fakers = {
('address', str): faker.street_address,
('body', str): faker.text,
('category', str): faker.genre,
('city', str): faker.city,
('company', str): faker.company,
('content', str): faker.text,
('country', str): faker.country,
('description', str): faker.text,
('domain', str): faker.domain_name,
('email', str): faker.email,
('first_name', str): faker.first_name,
('firstname', str): faker.first_name,
('genre', str): faker.genre,
('last_name', str): faker.last_name,
('lastname', str): faker.last_name,
('lat', float): faker.latitude,
('latitude', float): faker.latitude,
('login', str): faker.user_name,
('lon', float): faker.longitude,
('longitude', float): faker.longitude,
('name', str): faker.name,
('percent', decimal.Decimal): faker.percent_decimal,
('percent', int): faker.percent,
('phone', str): faker.phone_number,
('site', str): faker.url,
('slug', str): faker.slug,
('street', str): faker.street_name,
('time_zone', str): faker.timezone,
('timezone', str): faker.timezone,
('title', str): faker.title,
('url', str): faker.uri,
('url', t.URL): faker.uri,
('username', str): faker.user_name,
('uuid', None): faker.uuid,
('json', None): faker.json,
('jsonb', None): faker.json,
}
types = {
_.string_types: str,
_.integer_types: int,
}
@classmethod
def cls_to_simple(cls, fcls):
""" Translate class to one of simple base types.
:return type: A simple type for generation
"""
if fcls in cls.types:
return cls.types[fcls]
if fcls in cls.generators:
return fcls
if inspect.isclass(fcls):
for stype in cls.types:
if issubclass(fcls, stype):
return cls.types[stype]
return None
@staticmethod
def name_to_simple(fname):
""" Translate name to one of simple base names.
:return str:
"""
fname = fname or ''
return fname.lower().strip()
@classmethod
def get_fabric(cls, fcls, fname=None, fake=False):
""" Make a objects fabric based on class and name.
:return function:
"""
simple = cls.cls_to_simple(fcls)
func = cls.generators.get(fcls) or cls.generators.get(simple)
if not func and fcls and fcls.__bases__:
func = cls.generators.get(fcls.__bases__[0])
if fname and fake and (fname, simple) in cls.fakers:
fname = cls.name_to_simple(fname)
func = cls.fakers.get((fname, simple)) or func
if func is None:
return False
return func