Changed the inheritance model to remove types

The inheritance model has changed, we no longer need to store an array of
`types` with the model we can just use the classname in `_cls`.

See the upgrade docs for information on how to upgrade
MongoEngine/mongoengine#148
This commit is contained in:
Ross Lawley
2012-10-09 15:02:13 +00:00
parent 31ec7907b5
commit 6f29d12386
40 changed files with 4856 additions and 4622 deletions

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from .common import *
from .datastructures import *
from .document import *
from .fields import *
from .metaclasses import *

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from mongoengine.errors import NotRegistered
__all__ = ('ALLOW_INHERITANCE', 'get_document', '_document_registry')
ALLOW_INHERITANCE = True
_document_registry = {}
def get_document(name):
doc = _document_registry.get(name, None)
if not doc:
# Possible old style names
end = ".%s" % name
possible_match = [k for k in _document_registry.keys()
if k.endswith(end)]
if len(possible_match) == 1:
doc = _document_registry.get(possible_match.pop(), None)
if not doc:
raise NotRegistered("""
`%s` has not been registered in the document registry.
Importing the document class automatically registers it, has it
been imported?
""".strip() % name)
return doc

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import weakref
__all__ = ("BaseDict", "BaseList")
class BaseDict(dict):
"""A special dict so we can watch any changes
"""
_dereferenced = False
_instance = None
_name = None
def __init__(self, dict_items, instance, name):
self._instance = weakref.proxy(instance)
self._name = name
return super(BaseDict, self).__init__(dict_items)
def __setitem__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).__setitem__(*args, **kwargs)
def __delete__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).__delete__(*args, **kwargs)
def __delitem__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).__delitem__(*args, **kwargs)
def __delattr__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).__delattr__(*args, **kwargs)
def __getstate__(self):
self.instance = None
self._dereferenced = False
return self
def __setstate__(self, state):
self = state
return self
def clear(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).clear(*args, **kwargs)
def pop(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).pop(*args, **kwargs)
def popitem(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).popitem(*args, **kwargs)
def update(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).update(*args, **kwargs)
def _mark_as_changed(self):
if hasattr(self._instance, '_mark_as_changed'):
self._instance._mark_as_changed(self._name)
class BaseList(list):
"""A special list so we can watch any changes
"""
_dereferenced = False
_instance = None
_name = None
def __init__(self, list_items, instance, name):
self._instance = weakref.proxy(instance)
self._name = name
return super(BaseList, self).__init__(list_items)
def __setitem__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).__setitem__(*args, **kwargs)
def __delitem__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).__delitem__(*args, **kwargs)
def __getstate__(self):
self.observer = None
return self
def __setstate__(self, state):
self = state
return self
def append(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).append(*args, **kwargs)
def extend(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).extend(*args, **kwargs)
def insert(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).insert(*args, **kwargs)
def pop(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).pop(*args, **kwargs)
def remove(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).remove(*args, **kwargs)
def reverse(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).reverse(*args, **kwargs)
def sort(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).sort(*args, **kwargs)
def _mark_as_changed(self):
if hasattr(self._instance, '_mark_as_changed'):
self._instance._mark_as_changed(self._name)

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import operator
from functools import partial
import pymongo
from bson.dbref import DBRef
from mongoengine import signals
from mongoengine.common import _import_class
from mongoengine.errors import (ValidationError, InvalidDocumentError,
LookUpError)
from mongoengine.python_support import (PY3, UNICODE_KWARGS, txt_type,
to_str_keys_recursive)
from .common import get_document, ALLOW_INHERITANCE
from .datastructures import BaseDict, BaseList
from .fields import ComplexBaseField
__all__ = ('BaseDocument', )
class BaseDocument(object):
_dynamic = False
_created = True
_dynamic_lock = True
_initialised = False
def __init__(self, **values):
signals.pre_init.send(self.__class__, document=self, values=values)
self._data = {}
# Assign default values to instance
for key, field in self._fields.iteritems():
if self._db_field_map.get(key, key) in values:
continue
value = getattr(self, key, None)
setattr(self, key, value)
# Set passed values after initialisation
if self._dynamic:
self._dynamic_fields = {}
dynamic_data = {}
for key, value in values.iteritems():
if key in self._fields or key == '_id':
setattr(self, key, value)
elif self._dynamic:
dynamic_data[key] = value
else:
for key, value in values.iteritems():
key = self._reverse_db_field_map.get(key, key)
setattr(self, key, value)
# Set any get_fieldname_display methods
self.__set_field_display()
if self._dynamic:
self._dynamic_lock = False
for key, value in dynamic_data.iteritems():
setattr(self, key, value)
# Flag initialised
self._initialised = True
signals.post_init.send(self.__class__, document=self)
def __setattr__(self, name, value):
# Handle dynamic data only if an initialised dynamic document
if self._dynamic and not self._dynamic_lock:
field = None
if not hasattr(self, name) and not name.startswith('_'):
DynamicField = _import_class("DynamicField")
field = DynamicField(db_field=name)
field.name = name
self._dynamic_fields[name] = field
if not name.startswith('_'):
value = self.__expand_dynamic_values(name, value)
# Handle marking data as changed
if name in self._dynamic_fields:
self._data[name] = value
if hasattr(self, '_changed_fields'):
self._mark_as_changed(name)
if (self._is_document and not self._created and
name in self._meta.get('shard_key', tuple()) and
self._data.get(name) != value):
OperationError = _import_class('OperationError')
msg = "Shard Keys are immutable. Tried to update %s" % name
raise OperationError(msg)
super(BaseDocument, self).__setattr__(name, value)
def __getstate__(self):
removals = ("get_%s_display" % k
for k, v in self._fields.items() if v.choices)
for k in removals:
if hasattr(self, k):
delattr(self, k)
return self.__dict__
def __setstate__(self, __dict__):
self.__dict__ = __dict__
self.__set_field_display()
def __iter__(self):
return iter(self._fields)
def __getitem__(self, name):
"""Dictionary-style field access, return a field's value if present.
"""
try:
if name in self._fields:
return getattr(self, name)
except AttributeError:
pass
raise KeyError(name)
def __setitem__(self, name, value):
"""Dictionary-style field access, set a field's value.
"""
# Ensure that the field exists before settings its value
if name not in self._fields:
raise KeyError(name)
return setattr(self, name, value)
def __contains__(self, name):
try:
val = getattr(self, name)
return val is not None
except AttributeError:
return False
def __len__(self):
return len(self._data)
def __repr__(self):
try:
u = self.__str__()
except (UnicodeEncodeError, UnicodeDecodeError):
u = '[Bad Unicode data]'
repr_type = type(u)
return repr_type('<%s: %s>' % (self.__class__.__name__, u))
def __str__(self):
if hasattr(self, '__unicode__'):
if PY3:
return self.__unicode__()
else:
return unicode(self).encode('utf-8')
return txt_type('%s object' % self.__class__.__name__)
def __eq__(self, other):
if isinstance(other, self.__class__) and hasattr(other, 'id'):
if self.id == other.id:
return True
return False
def __ne__(self, other):
return not self.__eq__(other)
def __hash__(self):
if self.pk is None:
# For new object
return super(BaseDocument, self).__hash__()
else:
return hash(self.pk)
def to_mongo(self):
"""Return data dictionary ready for use with MongoDB.
"""
data = {}
for field_name, field in self._fields.items():
value = getattr(self, field_name, None)
if value is not None:
data[field.db_field] = field.to_mongo(value)
# Only add _cls if allow_inheritance is not False
if not (hasattr(self, '_meta') and
self._meta.get('allow_inheritance', ALLOW_INHERITANCE) == False):
data['_cls'] = self._class_name
if '_id' in data and data['_id'] is None:
del data['_id']
if not self._dynamic:
return data
for name, field in self._dynamic_fields.items():
data[name] = field.to_mongo(self._data.get(name, None))
return data
def validate(self):
"""Ensure that all fields' values are valid and that required fields
are present.
"""
# Get a list of tuples of field names and their current values
fields = [(field, getattr(self, name))
for name, field in self._fields.items()]
# Ensure that each field is matched to a valid value
errors = {}
for field, value in fields:
if value is not None:
try:
field._validate(value)
except ValidationError, error:
errors[field.name] = error.errors or error
except (ValueError, AttributeError, AssertionError), error:
errors[field.name] = error
elif field.required:
errors[field.name] = ValidationError('Field is required',
field_name=field.name)
if errors:
raise ValidationError('ValidationError', errors=errors)
def __expand_dynamic_values(self, name, value):
"""expand any dynamic values to their correct types / values"""
if not isinstance(value, (dict, list, tuple)):
return value
is_list = False
if not hasattr(value, 'items'):
is_list = True
value = dict([(k, v) for k, v in enumerate(value)])
if not is_list and '_cls' in value:
cls = get_document(value['_cls'])
return cls(**value)
data = {}
for k, v in value.items():
key = name if is_list else k
data[k] = self.__expand_dynamic_values(key, v)
if is_list: # Convert back to a list
data_items = sorted(data.items(), key=operator.itemgetter(0))
value = [v for k, v in data_items]
else:
value = data
# Convert lists / values so we can watch for any changes on them
if (isinstance(value, (list, tuple)) and
not isinstance(value, BaseList)):
value = BaseList(value, self, name)
elif isinstance(value, dict) and not isinstance(value, BaseDict):
value = BaseDict(value, self, name)
return value
def _mark_as_changed(self, key):
"""Marks a key as explicitly changed by the user
"""
if not key:
return
key = self._db_field_map.get(key, key)
if (hasattr(self, '_changed_fields') and
key not in self._changed_fields):
self._changed_fields.append(key)
def _get_changed_fields(self, key='', inspected=None):
"""Returns a list of all fields that have explicitly been changed.
"""
EmbeddedDocument = _import_class("EmbeddedDocument")
DynamicEmbeddedDocument = _import_class("DynamicEmbeddedDocument")
_changed_fields = []
_changed_fields += getattr(self, '_changed_fields', [])
inspected = inspected or set()
if hasattr(self, 'id'):
if self.id in inspected:
return _changed_fields
inspected.add(self.id)
field_list = self._fields.copy()
if self._dynamic:
field_list.update(self._dynamic_fields)
for field_name in field_list:
db_field_name = self._db_field_map.get(field_name, field_name)
key = '%s.' % db_field_name
field = self._data.get(field_name, None)
if hasattr(field, 'id'):
if field.id in inspected:
continue
inspected.add(field.id)
if (isinstance(field, (EmbeddedDocument, DynamicEmbeddedDocument))
and db_field_name not in _changed_fields):
# Find all embedded fields that have been changed
changed = field._get_changed_fields(key, inspected)
_changed_fields += ["%s%s" % (key, k) for k in changed if k]
elif (isinstance(field, (list, tuple, dict)) and
db_field_name not in _changed_fields):
# Loop list / dict fields as they contain documents
# Determine the iterator to use
if not hasattr(field, 'items'):
iterator = enumerate(field)
else:
iterator = field.iteritems()
for index, value in iterator:
if not hasattr(value, '_get_changed_fields'):
continue
list_key = "%s%s." % (key, index)
changed = value._get_changed_fields(list_key, inspected)
_changed_fields += ["%s%s" % (list_key, k)
for k in changed if k]
return _changed_fields
def _delta(self):
"""Returns the delta (set, unset) of the changes for a document.
Gets any values that have been explicitly changed.
"""
# Handles cases where not loaded from_son but has _id
doc = self.to_mongo()
set_fields = self._get_changed_fields()
set_data = {}
unset_data = {}
parts = []
if hasattr(self, '_changed_fields'):
set_data = {}
# Fetch each set item from its path
for path in set_fields:
parts = path.split('.')
d = doc
new_path = []
for p in parts:
if isinstance(d, DBRef):
break
elif p.isdigit():
d = d[int(p)]
elif hasattr(d, 'get'):
d = d.get(p)
new_path.append(p)
path = '.'.join(new_path)
set_data[path] = d
else:
set_data = doc
if '_id' in set_data:
del(set_data['_id'])
# Determine if any changed items were actually unset.
for path, value in set_data.items():
if value or isinstance(value, bool):
continue
# If we've set a value that ain't the default value dont unset it.
default = None
if (self._dynamic and len(parts) and
parts[0] in self._dynamic_fields):
del(set_data[path])
unset_data[path] = 1
continue
elif path in self._fields:
default = self._fields[path].default
else: # Perform a full lookup for lists / embedded lookups
d = self
parts = path.split('.')
db_field_name = parts.pop()
for p in parts:
if p.isdigit():
d = d[int(p)]
elif (hasattr(d, '__getattribute__') and
not isinstance(d, dict)):
real_path = d._reverse_db_field_map.get(p, p)
d = getattr(d, real_path)
else:
d = d.get(p)
if hasattr(d, '_fields'):
field_name = d._reverse_db_field_map.get(db_field_name,
db_field_name)
if field_name in d._fields:
default = d._fields.get(field_name).default
else:
default = None
if default is not None:
if callable(default):
default = default()
if default != value:
continue
del(set_data[path])
unset_data[path] = 1
return set_data, unset_data
@classmethod
def _get_collection_name(cls):
"""Returns the collection name for this class.
"""
return cls._meta.get('collection', None)
@classmethod
def _from_son(cls, son):
"""Create an instance of a Document (subclass) from a PyMongo SON.
"""
# get the class name from the document, falling back to the given
# class if unavailable
class_name = son.get('_cls', cls._class_name)
data = dict(("%s" % key, value) for key, value in son.items())
if not UNICODE_KWARGS:
# python 2.6.4 and lower cannot handle unicode keys
# passed to class constructor example: cls(**data)
to_str_keys_recursive(data)
if '_cls' in data:
del data['_cls']
# Return correct subclass for document type
if class_name != cls._class_name:
cls = get_document(class_name)
changed_fields = []
errors_dict = {}
for field_name, field in cls._fields.items():
if field.db_field in data:
value = data[field.db_field]
try:
data[field_name] = (value if value is None
else field.to_python(value))
if field_name != field.db_field:
del data[field.db_field]
except (AttributeError, ValueError), e:
errors_dict[field_name] = e
elif field.default:
default = field.default
if callable(default):
default = default()
if isinstance(default, BaseDocument):
changed_fields.append(field_name)
if errors_dict:
errors = "\n".join(["%s - %s" % (k, v)
for k, v in errors_dict.items()])
msg = ("Invalid data to create a `%s` instance.\n%s"
% (cls._class_name, errors))
raise InvalidDocumentError(msg)
obj = cls(**data)
obj._changed_fields = changed_fields
obj._created = False
return obj
@classmethod
def _build_index_spec(cls, spec):
"""Build a PyMongo index spec from a MongoEngine index spec.
"""
if isinstance(spec, basestring):
spec = {'fields': [spec]}
elif isinstance(spec, (list, tuple)):
spec = {'fields': list(spec)}
elif isinstance(spec, dict):
spec = dict(spec)
index_list = []
direction = None
# Check to see if we need to include _cls
allow_inheritance = cls._meta.get('allow_inheritance',
ALLOW_INHERITANCE) != False
include_cls = allow_inheritance and not spec.get('sparse', False)
for key in spec['fields']:
# If inherited spec continue
if isinstance(key, (list, tuple)):
continue
# ASCENDING from +,
# DESCENDING from -
# GEO2D from *
direction = pymongo.ASCENDING
if key.startswith("-"):
direction = pymongo.DESCENDING
elif key.startswith("*"):
direction = pymongo.GEO2D
if key.startswith(("+", "-", "*")):
key = key[1:]
# Use real field name, do it manually because we need field
# objects for the next part (list field checking)
parts = key.split('.')
if parts in (['pk'], ['id'], ['_id']):
key = '_id'
fields = []
else:
fields = cls._lookup_field(parts)
parts = [field if field == '_id' else field.db_field
for field in fields]
key = '.'.join(parts)
index_list.append((key, direction))
# Don't add cls to a geo index
if include_cls and direction is not pymongo.GEO2D:
index_list.insert(0, ('_cls', 1))
spec['fields'] = index_list
if spec.get('sparse', False) and len(spec['fields']) > 1:
raise ValueError(
'Sparse indexes can only have one field in them. '
'See https://jira.mongodb.org/browse/SERVER-2193')
return spec
@classmethod
def _unique_with_indexes(cls, namespace=""):
"""
Find and set unique indexes
"""
unique_indexes = []
for field_name, field in cls._fields.items():
# Generate a list of indexes needed by uniqueness constraints
if field.unique:
field.required = True
unique_fields = [field.db_field]
# Add any unique_with fields to the back of the index spec
if field.unique_with:
if isinstance(field.unique_with, basestring):
field.unique_with = [field.unique_with]
# Convert unique_with field names to real field names
unique_with = []
for other_name in field.unique_with:
parts = other_name.split('.')
# Lookup real name
parts = cls._lookup_field(parts)
name_parts = [part.db_field for part in parts]
unique_with.append('.'.join(name_parts))
# Unique field should be required
parts[-1].required = True
unique_fields += unique_with
# Add the new index to the list
index = [("%s%s" % (namespace, f), pymongo.ASCENDING)
for f in unique_fields]
unique_indexes.append(index)
# Grab any embedded document field unique indexes
if (field.__class__.__name__ == "EmbeddedDocumentField" and
field.document_type != cls):
field_namespace = "%s." % field_name
doc_cls = field.document_type
unique_indexes += doc_cls._unique_with_indexes(field_namespace)
return unique_indexes
@classmethod
def _lookup_field(cls, parts):
"""Lookup a field based on its attribute and return a list containing
the field's parents and the field.
"""
if not isinstance(parts, (list, tuple)):
parts = [parts]
fields = []
field = None
for field_name in parts:
# Handle ListField indexing:
if field_name.isdigit():
new_field = field.field
fields.append(field_name)
continue
if field is None:
# Look up first field from the document
if field_name == 'pk':
# Deal with "primary key" alias
field_name = cls._meta['id_field']
if field_name in cls._fields:
field = cls._fields[field_name]
elif cls._dynamic:
DynamicField = _import_class('DynamicField')
field = DynamicField(db_field=field_name)
else:
raise LookUpError('Cannot resolve field "%s"'
% field_name)
else:
ReferenceField = _import_class('ReferenceField')
GenericReferenceField = _import_class('GenericReferenceField')
if isinstance(field, (ReferenceField, GenericReferenceField)):
raise LookUpError('Cannot perform join in mongoDB: %s' %
'__'.join(parts))
if hasattr(getattr(field, 'field', None), 'lookup_member'):
new_field = field.field.lookup_member(field_name)
else:
# Look up subfield on the previous field
new_field = field.lookup_member(field_name)
if not new_field and isinstance(field, ComplexBaseField):
fields.append(field_name)
continue
elif not new_field:
raise LookUpError('Cannot resolve field "%s"'
% field_name)
field = new_field # update field to the new field type
fields.append(field)
return fields
@classmethod
def _translate_field_name(cls, field, sep='.'):
"""Translate a field attribute name to a database field name.
"""
parts = field.split(sep)
parts = [f.db_field for f in cls._lookup_field(parts)]
return '.'.join(parts)
@classmethod
def _geo_indices(cls, inspected=None):
inspected = inspected or []
geo_indices = []
inspected.append(cls)
EmbeddedDocumentField = _import_class("EmbeddedDocumentField")
GeoPointField = _import_class("GeoPointField")
for field in cls._fields.values():
if not isinstance(field, (EmbeddedDocumentField, GeoPointField)):
continue
if hasattr(field, 'document_type'):
field_cls = field.document_type
if field_cls in inspected:
continue
if hasattr(field_cls, '_geo_indices'):
geo_indices += field_cls._geo_indices(inspected)
elif field._geo_index:
geo_indices.append(field)
return geo_indices
def __set_field_display(self):
"""Dynamically set the display value for a field with choices"""
for attr_name, field in self._fields.items():
if field.choices:
setattr(self,
'get_%s_display' % attr_name,
partial(self.__get_field_display, field=field))
def __get_field_display(self, field):
"""Returns the display value for a choice field"""
value = getattr(self, field.name)
if field.choices and isinstance(field.choices[0], (list, tuple)):
return dict(field.choices).get(value, value)
return value

371
mongoengine/base/fields.py Normal file
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import operator
import warnings
from bson import DBRef, ObjectId
from mongoengine.common import _import_class
from mongoengine.errors import ValidationError
from .common import ALLOW_INHERITANCE
from .datastructures import BaseDict, BaseList
__all__ = ("BaseField", "ComplexBaseField", "ObjectIdField")
class BaseField(object):
"""A base class for fields in a MongoDB document. Instances of this class
may be added to subclasses of `Document` to define a document's schema.
.. versionchanged:: 0.5 - added verbose and help text
"""
name = None
_geo_index = False
# These track each time a Field instance is created. Used to retain order.
# The auto_creation_counter is used for fields that MongoEngine implicitly
# creates, creation_counter is used for all user-specified fields.
creation_counter = 0
auto_creation_counter = -1
def __init__(self, db_field=None, name=None, required=False, default=None,
unique=False, unique_with=None, primary_key=False,
validation=None, choices=None, verbose_name=None,
help_text=None):
self.db_field = (db_field or name) if not primary_key else '_id'
if name:
msg = "Fields' 'name' attribute deprecated in favour of 'db_field'"
warnings.warn(msg, DeprecationWarning)
self.name = None
self.required = required or primary_key
self.default = default
self.unique = bool(unique or unique_with)
self.unique_with = unique_with
self.primary_key = primary_key
self.validation = validation
self.choices = choices
self.verbose_name = verbose_name
self.help_text = help_text
# Adjust the appropriate creation counter, and save our local copy.
if self.db_field == '_id':
self.creation_counter = BaseField.auto_creation_counter
BaseField.auto_creation_counter -= 1
else:
self.creation_counter = BaseField.creation_counter
BaseField.creation_counter += 1
def __get__(self, instance, owner):
"""Descriptor for retrieving a value from a field in a document. Do
any necessary conversion between Python and MongoDB types.
"""
if instance is None:
# Document class being used rather than a document object
return self
# Get value from document instance if available, if not use default
value = instance._data.get(self.name)
if value is None:
value = self.default
# Allow callable default values
if callable(value):
value = value()
return value
def __set__(self, instance, value):
"""Descriptor for assigning a value to a field in a document.
"""
instance._data[self.name] = value
if instance._initialised:
instance._mark_as_changed(self.name)
def error(self, message="", errors=None, field_name=None):
"""Raises a ValidationError.
"""
field_name = field_name if field_name else self.name
raise ValidationError(message, errors=errors, field_name=field_name)
def to_python(self, value):
"""Convert a MongoDB-compatible type to a Python type.
"""
return value
def to_mongo(self, value):
"""Convert a Python type to a MongoDB-compatible type.
"""
return self.to_python(value)
def prepare_query_value(self, op, value):
"""Prepare a value that is being used in a query for PyMongo.
"""
return value
def validate(self, value):
"""Perform validation on a value.
"""
pass
def _validate(self, value):
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
# check choices
if self.choices:
is_cls = isinstance(value, (Document, EmbeddedDocument))
value_to_check = value.__class__ if is_cls else value
err_msg = 'an instance' if is_cls else 'one'
if isinstance(self.choices[0], (list, tuple)):
option_keys = [k for k, v in self.choices]
if value_to_check not in option_keys:
msg = ('Value must be %s of %s' %
(err_msg, unicode(option_keys)))
self.error(msg)
elif value_to_check not in self.choices:
msg = ('Value must be %s of %s' %
(err_msg, unicode(self.choices)))
self.error()
# check validation argument
if self.validation is not None:
if callable(self.validation):
if not self.validation(value):
self.error('Value does not match custom validation method')
else:
raise ValueError('validation argument for "%s" must be a '
'callable.' % self.name)
self.validate(value)
class ComplexBaseField(BaseField):
"""Handles complex fields, such as lists / dictionaries.
Allows for nesting of embedded documents inside complex types.
Handles the lazy dereferencing of a queryset by lazily dereferencing all
items in a list / dict rather than one at a time.
.. versionadded:: 0.5
"""
field = None
__dereference = False
def __get__(self, instance, owner):
"""Descriptor to automatically dereference references.
"""
if instance is None:
# Document class being used rather than a document object
return self
ReferenceField = _import_class('ReferenceField')
GenericReferenceField = _import_class('GenericReferenceField')
dereference = self.field is None or isinstance(self.field,
(GenericReferenceField, ReferenceField))
if not self._dereference and instance._initialised and dereference:
instance._data[self.name] = self._dereference(
instance._data.get(self.name), max_depth=1, instance=instance,
name=self.name
)
value = super(ComplexBaseField, self).__get__(instance, owner)
# Convert lists / values so we can watch for any changes on them
if (isinstance(value, (list, tuple)) and
not isinstance(value, BaseList)):
value = BaseList(value, instance, self.name)
instance._data[self.name] = value
elif isinstance(value, dict) and not isinstance(value, BaseDict):
value = BaseDict(value, instance, self.name)
instance._data[self.name] = value
if (instance._initialised and isinstance(value, (BaseList, BaseDict))
and not value._dereferenced):
value = self._dereference(
value, max_depth=1, instance=instance, name=self.name
)
value._dereferenced = True
instance._data[self.name] = value
return value
def __set__(self, instance, value):
"""Descriptor for assigning a value to a field in a document.
"""
instance._data[self.name] = value
instance._mark_as_changed(self.name)
def to_python(self, value):
"""Convert a MongoDB-compatible type to a Python type.
"""
Document = _import_class('Document')
if isinstance(value, basestring):
return value
if hasattr(value, 'to_python'):
return value.to_python()
is_list = False
if not hasattr(value, 'items'):
try:
is_list = True
value = dict([(k, v) for k, v in enumerate(value)])
except TypeError: # Not iterable return the value
return value
if self.field:
value_dict = dict([(key, self.field.to_python(item))
for key, item in value.items()])
else:
value_dict = {}
for k, v in value.items():
if isinstance(v, Document):
# We need the id from the saved object to create the DBRef
if v.pk is None:
self.error('You can only reference documents once they'
' have been saved to the database')
collection = v._get_collection_name()
value_dict[k] = DBRef(collection, v.pk)
elif hasattr(v, 'to_python'):
value_dict[k] = v.to_python()
else:
value_dict[k] = self.to_python(v)
if is_list: # Convert back to a list
return [v for k, v in sorted(value_dict.items(),
key=operator.itemgetter(0))]
return value_dict
def to_mongo(self, value):
"""Convert a Python type to a MongoDB-compatible type.
"""
Document = _import_class("Document")
if isinstance(value, basestring):
return value
if hasattr(value, 'to_mongo'):
return value.to_mongo()
is_list = False
if not hasattr(value, 'items'):
try:
is_list = True
value = dict([(k, v) for k, v in enumerate(value)])
except TypeError: # Not iterable return the value
return value
if self.field:
value_dict = dict([(key, self.field.to_mongo(item))
for key, item in value.items()])
else:
value_dict = {}
for k, v in value.items():
if isinstance(v, Document):
# We need the id from the saved object to create the DBRef
if v.pk is None:
self.error('You can only reference documents once they'
' have been saved to the database')
# If its a document that is not inheritable it won't have
# any _cls data so make it a generic reference allows
# us to dereference
meta = getattr(v, '_meta', {})
allow_inheritance = (
meta.get('allow_inheritance', ALLOW_INHERITANCE)
== False)
if allow_inheritance and not self.field:
GenericReferenceField = _import_class(
"GenericReferenceField")
value_dict[k] = GenericReferenceField().to_mongo(v)
else:
collection = v._get_collection_name()
value_dict[k] = DBRef(collection, v.pk)
elif hasattr(v, 'to_mongo'):
value_dict[k] = v.to_mongo()
else:
value_dict[k] = self.to_mongo(v)
if is_list: # Convert back to a list
return [v for k, v in sorted(value_dict.items(),
key=operator.itemgetter(0))]
return value_dict
def validate(self, value):
"""If field is provided ensure the value is valid.
"""
errors = {}
if self.field:
if hasattr(value, 'iteritems') or hasattr(value, 'items'):
sequence = value.iteritems()
else:
sequence = enumerate(value)
for k, v in sequence:
try:
self.field._validate(v)
except ValidationError, error:
errors[k] = error.errors or error
except (ValueError, AssertionError), error:
errors[k] = error
if errors:
field_class = self.field.__class__.__name__
self.error('Invalid %s item (%s)' % (field_class, value),
errors=errors)
# Don't allow empty values if required
if self.required and not value:
self.error('Field is required and cannot be empty')
def prepare_query_value(self, op, value):
return self.to_mongo(value)
def lookup_member(self, member_name):
if self.field:
return self.field.lookup_member(member_name)
return None
def _set_owner_document(self, owner_document):
if self.field:
self.field.owner_document = owner_document
self._owner_document = owner_document
def _get_owner_document(self, owner_document):
self._owner_document = owner_document
owner_document = property(_get_owner_document, _set_owner_document)
@property
def _dereference(self,):
if not self.__dereference:
DeReference = _import_class("DeReference")
self.__dereference = DeReference() # Cached
return self.__dereference
class ObjectIdField(BaseField):
"""A field wrapper around MongoDB's ObjectIds.
"""
def to_python(self, value):
if not isinstance(value, ObjectId):
value = ObjectId(value)
return value
def to_mongo(self, value):
if not isinstance(value, ObjectId):
try:
return ObjectId(unicode(value))
except Exception, e:
# e.message attribute has been deprecated since Python 2.6
self.error(unicode(e))
return value
def prepare_query_value(self, op, value):
return self.to_mongo(value)
def validate(self, value):
try:
ObjectId(unicode(value))
except:
self.error('Invalid Object ID')

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@@ -0,0 +1,388 @@
import warnings
import pymongo
from mongoengine.common import _import_class
from mongoengine.errors import InvalidDocumentError
from mongoengine.python_support import PY3
from mongoengine.queryset import (DO_NOTHING, DoesNotExist,
MultipleObjectsReturned,
QuerySet, QuerySetManager)
from .common import _document_registry, ALLOW_INHERITANCE
from .fields import BaseField, ComplexBaseField, ObjectIdField
__all__ = ('DocumentMetaclass', 'TopLevelDocumentMetaclass')
class DocumentMetaclass(type):
"""Metaclass for all documents.
"""
def __new__(cls, name, bases, attrs):
flattened_bases = cls._get_bases(bases)
super_new = super(DocumentMetaclass, cls).__new__
# If a base class just call super
metaclass = attrs.get('my_metaclass')
if metaclass and issubclass(metaclass, DocumentMetaclass):
return super_new(cls, name, bases, attrs)
attrs['_is_document'] = attrs.get('_is_document', False)
# EmbeddedDocuments could have meta data for inheritance
if 'meta' in attrs:
attrs['_meta'] = attrs.pop('meta')
# Handle document Fields
# Merge all fields from subclasses
doc_fields = {}
for base in flattened_bases[::-1]:
if hasattr(base, '_fields'):
doc_fields.update(base._fields)
# Standard object mixin - merge in any Fields
if not hasattr(base, '_meta'):
base_fields = {}
for attr_name, attr_value in base.__dict__.iteritems():
if not isinstance(attr_value, BaseField):
continue
attr_value.name = attr_name
if not attr_value.db_field:
attr_value.db_field = attr_name
base_fields[attr_name] = attr_value
doc_fields.update(base_fields)
# Discover any document fields
field_names = {}
for attr_name, attr_value in attrs.iteritems():
if not isinstance(attr_value, BaseField):
continue
attr_value.name = attr_name
if not attr_value.db_field:
attr_value.db_field = attr_name
doc_fields[attr_name] = attr_value
# Count names to ensure no db_field redefinitions
field_names[attr_value.db_field] = field_names.get(
attr_value.db_field, 0) + 1
# Ensure no duplicate db_fields
duplicate_db_fields = [k for k, v in field_names.items() if v > 1]
if duplicate_db_fields:
msg = ("Multiple db_fields defined for: %s " %
", ".join(duplicate_db_fields))
raise InvalidDocumentError(msg)
# Set _fields and db_field maps
attrs['_fields'] = doc_fields
attrs['_db_field_map'] = dict([(k, getattr(v, 'db_field', k))
for k, v in doc_fields.iteritems()])
attrs['_reverse_db_field_map'] = dict(
(v, k) for k, v in attrs['_db_field_map'].iteritems())
#
# Set document hierarchy
#
superclasses = ()
class_name = [name]
for base in flattened_bases:
if (not getattr(base, '_is_base_cls', True) and
not getattr(base, '_meta', {}).get('abstract', True)):
# Collate heirarchy for _cls and _subclasses
class_name.append(base.__name__)
if hasattr(base, '_meta'):
# Warn if allow_inheritance isn't set and prevent
# inheritance of classes where inheritance is set to False
allow_inheritance = base._meta.get('allow_inheritance',
ALLOW_INHERITANCE)
if (not getattr(base, '_is_base_cls', True)
and allow_inheritance is None):
warnings.warn(
"%s uses inheritance, the default for "
"allow_inheritance is changing to off by default. "
"Please add it to the document meta." % name,
FutureWarning
)
elif (allow_inheritance == False and
not base._meta.get('abstract')):
raise ValueError('Document %s may not be subclassed' %
base.__name__)
# Get superclasses from last base superclass
document_bases = [b for b in flattened_bases
if hasattr(b, '_class_name')]
if document_bases:
superclasses = document_bases[0]._superclasses
superclasses += (document_bases[0]._class_name, )
_cls = '.'.join(reversed(class_name))
attrs['_class_name'] = _cls
attrs['_superclasses'] = superclasses
attrs['_subclasses'] = (_cls, )
attrs['_types'] = attrs['_subclasses'] # TODO depreciate _types
# Create the new_class
new_class = super_new(cls, name, bases, attrs)
# Set _subclasses
for base in document_bases:
if _cls not in base._subclasses:
base._subclasses += (_cls,)
base._types = base._subclasses # TODO depreciate _types
# Handle delete rules
Document, EmbeddedDocument, DictField = cls._import_classes()
for field in new_class._fields.itervalues():
f = field
f.owner_document = new_class
delete_rule = getattr(f, 'reverse_delete_rule', DO_NOTHING)
if isinstance(f, ComplexBaseField) and hasattr(f, 'field'):
delete_rule = getattr(f.field,
'reverse_delete_rule',
DO_NOTHING)
if isinstance(f, DictField) and delete_rule != DO_NOTHING:
msg = ("Reverse delete rules are not supported "
"for %s (field: %s)" %
(field.__class__.__name__, field.name))
raise InvalidDocumentError(msg)
f = field.field
if delete_rule != DO_NOTHING:
if issubclass(new_class, EmbeddedDocument):
msg = ("Reverse delete rules are not supported for "
"EmbeddedDocuments (field: %s)" % field.name)
raise InvalidDocumentError(msg)
f.document_type.register_delete_rule(new_class,
field.name, delete_rule)
if (field.name and hasattr(Document, field.name) and
EmbeddedDocument not in new_class.mro()):
msg = ("%s is a document method and not a valid "
"field name" % field.name)
raise InvalidDocumentError(msg)
# Add class to the _document_registry
_document_registry[new_class._class_name] = new_class
# In Python 2, User-defined methods objects have special read-only
# attributes 'im_func' and 'im_self' which contain the function obj
# and class instance object respectively. With Python 3 these special
# attributes have been replaced by __func__ and __self__. The Blinker
# module continues to use im_func and im_self, so the code below
# copies __func__ into im_func and __self__ into im_self for
# classmethod objects in Document derived classes.
if PY3:
for key, val in new_class.__dict__.items():
if isinstance(val, classmethod):
f = val.__get__(new_class)
if hasattr(f, '__func__') and not hasattr(f, 'im_func'):
f.__dict__.update({'im_func': getattr(f, '__func__')})
if hasattr(f, '__self__') and not hasattr(f, 'im_self'):
f.__dict__.update({'im_self': getattr(f, '__self__')})
return new_class
def add_to_class(self, name, value):
setattr(self, name, value)
@classmethod
def _get_bases(cls, bases):
if isinstance(bases, BasesTuple):
return bases
seen = []
bases = cls.__get_bases(bases)
unique_bases = (b for b in bases if not (b in seen or seen.append(b)))
return BasesTuple(unique_bases)
@classmethod
def __get_bases(cls, bases):
for base in bases:
if base is object:
continue
yield base
for child_base in cls.__get_bases(base.__bases__):
yield child_base
@classmethod
def _import_classes(cls):
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
DictField = _import_class('DictField')
return (Document, EmbeddedDocument, DictField)
class TopLevelDocumentMetaclass(DocumentMetaclass):
"""Metaclass for top-level documents (i.e. documents that have their own
collection in the database.
"""
def __new__(cls, name, bases, attrs):
flattened_bases = cls._get_bases(bases)
super_new = super(TopLevelDocumentMetaclass, cls).__new__
# Set default _meta data if base class, otherwise get user defined meta
if (attrs.get('my_metaclass') == TopLevelDocumentMetaclass):
# defaults
attrs['_meta'] = {
'abstract': True,
'max_documents': None,
'max_size': None,
'ordering': [], # default ordering applied at runtime
'indexes': [], # indexes to be ensured at runtime
'id_field': None,
'index_background': False,
'index_drop_dups': False,
'index_opts': None,
'delete_rules': None,
'allow_inheritance': None,
}
attrs['_is_base_cls'] = True
attrs['_meta'].update(attrs.get('meta', {}))
else:
attrs['_meta'] = attrs.get('meta', {})
# Explictly set abstract to false unless set
attrs['_meta']['abstract'] = attrs['_meta'].get('abstract', False)
attrs['_is_base_cls'] = False
# Set flag marking as document class - as opposed to an object mixin
attrs['_is_document'] = True
# Ensure queryset_class is inherited
if 'objects' in attrs:
manager = attrs['objects']
if hasattr(manager, 'queryset_class'):
attrs['_meta']['queryset_class'] = manager.queryset_class
# Clean up top level meta
if 'meta' in attrs:
del(attrs['meta'])
# Find the parent document class
parent_doc_cls = [b for b in flattened_bases
if b.__class__ == TopLevelDocumentMetaclass]
parent_doc_cls = None if not parent_doc_cls else parent_doc_cls[0]
# Prevent classes setting collection different to their parents
# If parent wasn't an abstract class
if (parent_doc_cls and 'collection' in attrs.get('_meta', {})
and not parent_doc_cls._meta.get('abstract', True)):
msg = "Trying to set a collection on a subclass (%s)" % name
warnings.warn(msg, SyntaxWarning)
del(attrs['_meta']['collection'])
# Ensure abstract documents have abstract bases
if attrs.get('_is_base_cls') or attrs['_meta'].get('abstract'):
if (parent_doc_cls and
not parent_doc_cls._meta.get('abstract', False)):
msg = "Abstract document cannot have non-abstract base"
raise ValueError(msg)
return super_new(cls, name, bases, attrs)
# Merge base class metas.
# Uses a special MetaDict that handles various merging rules
meta = MetaDict()
for base in flattened_bases[::-1]:
# Add any mixin metadata from plain objects
if hasattr(base, 'meta'):
meta.merge(base.meta)
elif hasattr(base, '_meta'):
meta.merge(base._meta)
# Set collection in the meta if its callable
if (getattr(base, '_is_document', False) and
not base._meta.get('abstract')):
collection = meta.get('collection', None)
if callable(collection):
meta['collection'] = collection(base)
meta.merge(attrs.get('_meta', {})) # Top level meta
# Only simple classes (direct subclasses of Document)
# may set allow_inheritance to False
simple_class = all([b._meta.get('abstract')
for b in flattened_bases if hasattr(b, '_meta')])
if (not simple_class and meta['allow_inheritance'] == False and
not meta['abstract']):
raise ValueError('Only direct subclasses of Document may set '
'"allow_inheritance" to False')
# Set default collection name
if 'collection' not in meta:
meta['collection'] = ''.join('_%s' % c if c.isupper() else c
for c in name).strip('_').lower()
attrs['_meta'] = meta
# Call super and get the new class
new_class = super_new(cls, name, bases, attrs)
meta = new_class._meta
# Set index specifications
meta['index_specs'] = [new_class._build_index_spec(spec)
for spec in meta['indexes']]
unique_indexes = new_class._unique_with_indexes()
new_class._meta['unique_indexes'] = unique_indexes
# If collection is a callable - call it and set the value
collection = meta.get('collection')
if callable(collection):
new_class._meta['collection'] = collection(new_class)
# Provide a default queryset unless one has been set
manager = attrs.get('objects', QuerySetManager())
new_class.objects = manager
# Validate the fields and set primary key if needed
for field_name, field in new_class._fields.iteritems():
if field.primary_key:
# Ensure only one primary key is set
current_pk = new_class._meta.get('id_field')
if current_pk and current_pk != field_name:
raise ValueError('Cannot override primary key field')
# Set primary key
if not current_pk:
new_class._meta['id_field'] = field_name
new_class.id = field
# Set primary key if not defined by the document
if not new_class._meta.get('id_field'):
new_class._meta['id_field'] = 'id'
new_class._fields['id'] = ObjectIdField(db_field='_id')
new_class.id = new_class._fields['id']
# Merge in exceptions with parent hierarchy
exceptions_to_merge = (DoesNotExist, MultipleObjectsReturned)
module = attrs.get('__module__')
for exc in exceptions_to_merge:
name = exc.__name__
parents = tuple(getattr(base, name) for base in flattened_bases
if hasattr(base, name)) or (exc,)
# Create new exception and set to new_class
exception = type(name, parents, {'__module__': module})
setattr(new_class, name, exception)
return new_class
class MetaDict(dict):
"""Custom dictionary for meta classes.
Handles the merging of set indexes
"""
_merge_options = ('indexes',)
def merge(self, new_options):
for k, v in new_options.iteritems():
if k in self._merge_options:
self[k] = self.get(k, []) + v
else:
self[k] = v
class BasesTuple(tuple):
"""Special class to handle introspection of bases tuple in __new__"""
pass