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document.py
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# The MIT License
#
# Copyright (c) 2010 Jeffrey Jenkins
#
# 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.
'''
A `mongoalchemy` document is used to define a mapping between a python object
and a document in a Mongo Database. Mappings are defined by creating a
subclass of :class:`Document` with attributes to define
what maps to what. The two main types of attributes are :class:`~mongoalchemy.fields.Field`
and :class:`Index`
A :class:`~mongoalchemy.fields.Field` is used to define the type of a field in
mongo document, any constraints on the values, and to provide methods for
transforming a value from a python object into something Mongo understands and
vice-versa.
A :class:`~Index` is used to define an index on the underlying collection
programmatically. A document can have multiple indexes by adding extra
:class:`~Index` attributes
'''
import pymongo
from bson import DBRef
from pymongo import GEO2D
from collections import defaultdict
from mongoalchemy.util import classproperty, UNSET
from mongoalchemy.query_expression import QueryField
from mongoalchemy.fields import (ObjectIdField, Field, BadValueException,
SCALAR_MODIFIERS, DocumentField)
from mongoalchemy.exceptions import DocumentException, MissingValueException, ExtraValueException, FieldNotRetrieved, BadFieldSpecification
document_type_registry = defaultdict(dict)
collection_registry = defaultdict(dict)
class DocumentMeta(type):
def __new__(mcs, classname, bases, class_dict):
# Validate Config Options
# print '-' * 20, classname, '-' * 20
# Create Class
class_dict['_subclasses'] = {}
new_class = type.__new__(mcs, classname, bases, class_dict)
if new_class.config_extra_fields not in ['error', 'ignore']:
raise DocumentException("config_extra_fields must be one of: 'error', 'ignore'")
# 1. Set up links between fields and the document class
new_id = False
for name, value in class_dict.iteritems():
if not isinstance(value, Field):
continue
if value.is_id and name != 'mongo_id':
new_id = True
value._set_name(name)
value._set_parent(new_class)
if new_id:
new_class.mongo_id = None
# 2. create a dict of fields to set on the object
new_class._fields = {}
for b in bases:
# print b
if not hasattr(b, 'get_fields'):
continue
for name, field in b.get_fields().iteritems():
new_class._fields[name] = field
for name, maybefield in class_dict.iteritems():
if not isinstance(maybefield, Field):
continue
new_class._fields[name] = maybefield
# 3. Add subclasses
for b in bases:
if 'Document' in globals() and issubclass(b, Document):
b.add_subclass(new_class)
if not hasattr(b, 'config_polymorphic_collection'):
continue
if b.config_polymorphic_collection and 'config_collection_name' not in class_dict:
new_class.config_collection_name = b.get_collection_name()
# 4. register type
if new_class.config_namespace is not None:
name = new_class.config_full_name
if name == None:
name = new_class.__name__
ns = new_class.config_namespace
document_type_registry[ns][name] = new_class
# if the new class uses a polymorphic collection we should only
# set up the collection name to refer to the base class
# TODO: if non-polymorphic classes use the collection registry they
# will just overwrite for now.
collection = new_class.get_collection_name()
current = collection_registry[ns].get(collection)
if current is None or issubclass(current, new_class):
collection_registry[ns][collection] = new_class
return new_class
class Document(object):
__metaclass__ = DocumentMeta
mongo_id = ObjectIdField(required=False, db_field='_id', on_update='ignore')
''' Default field for the mongo object ID (``_id`` in the database). This field
is automatically set on objects when they are saved into the database.
This field can be overridden in subclasses if the default ID is not
acceptable '''
config_namespace = 'global'
''' The namespace is used to determine how string class names should be
looked up. If an instance of DocumentField is created using a string,
it will be looked up using the value of this variable and the string.
To have more than one namespace create a subclass of Document
overriding this class variable. To turn off caching all together,
create a subclass where namespace is set to None. Doing this will
disable using strings to look up document names, which will make
creating self-referencing documents impossible. The default value is
"global"
'''
config_polymorphic = None
''' The variable to use when determining which class to instantiate a
database object with. It is the name of an attribute which
will be used to decide the type of the object. If you want more
control over which class is selected, you can override
``get_subclass``.
'''
config_polymorphic_collection = False
''' Use the base class collection name for the subclasses. Default: False
'''
config_polymorphic_identity = None
''' When using a string value with ``config_polymorphic_on`` in a parent
class, this is the value that the attribute is compared to when
determining
'''
config_full_name = None
''' If namespaces are being used, the key for a class is normally
the class name. In some cases the same class name may be used in
different modules. This field allows a longer unambiguous name
to be given. It may also be used in error messages or string
representations of the class
'''
config_extra_fields = 'error'
''' Controls the method to use when dealing with fields passed in to the
document constructor. Possible values are 'error' and 'ignore'. Any
fields which couldn't be mapped can be retrieved (and edited) using
:func:`~Document.get_extra_fields` '''
def __init__(self, retrieved_fields=None, loading_from_db=False, **kwargs):
''' :param retrieved_fields: The names of the fields returned when loading \
a partial object. This argument should not be explicitly set \
by subclasses
:param \*\*kwargs: The values for all of the fields in the document. \
Any additional fields will raise a :class:`~mongoalchemy.document.ExtraValueException` and \
any missing (but required) fields will raise a :class:`~mongoalchemy.document.MissingValueException`. \
Both types of exceptions are subclasses of :class:`~mongoalchemy.document.DocumentException`.
'''
self.partial = retrieved_fields is not None
self.retrieved_fields = self.__normalize(retrieved_fields)
# Mapping from attribute names to values.
self._values = {}
self.__extra_fields = {}
cls = self.__class__
fields = self.get_fields()
for name, field in fields.iteritems():
# print name
if self.partial and field.db_field not in self.retrieved_fields:
self._values[name] = Value(field, self, retrieved=False)
elif name in kwargs:
field = getattr(cls, name)
value = kwargs[name]
self._values[name] = Value(field, self,
from_db=loading_from_db)
getattr(cls, name).set_value(self, kwargs[name])
elif field.auto:
self._values[name] = Value(field, self, from_db=False)
else:
self._values[name] = Value(field, self, from_db=False)
for k in kwargs:
if k not in fields:
if self.config_extra_fields == 'ignore':
self.__extra_fields[k] = kwargs[k]
else:
raise ExtraValueException(k)
self.__extra_fields_orig = dict(self.__extra_fields)
def __deepcopy__(self, memo):
return type(self).unwrap(self.wrap(), session=self._get_session())
@classmethod
def add_subclass(cls, subclass):
''' Register a subclass of this class. Maps the subclass to the
value of subclass.config_polymorphic_identity if available.
'''
# if not polymorphic, stop
if hasattr(subclass, 'config_polymorphic_identity'):
attr = subclass.config_polymorphic_identity
cls._subclasses[attr] = subclass
@classmethod
def get_subclass(cls, obj):
''' Get the subclass to use when instantiating a polymorphic object.
The default implementation looks at ``cls.config_polymorphic``
to get the name of an attribute. Subclasses automatically
register their value for that attribute on creation via their
``config_polymorphic_identity`` field. This process is then
repeated recursively until None is returned (indicating that the
current class is the correct one)
This method can be overridden to allow any method you would like
to use to select subclasses. It should return either the subclass
to use or None, if the original class should be used.
'''
if cls.config_polymorphic is None:
return
value = obj.get(cls.config_polymorphic)
value = cls._subclasses.get(value)
if value == cls or value is None:
return None
sub_value = value.get_subclass(obj)
if sub_value is None:
return value
return sub_value
def __eq__(self, other):
try:
return self.mongo_id == other.mongo_id
except:
return False
def __ne__(self, other):
return not self.__eq__(other)
def get_dirty_ops(self, with_required=False):
''' Returns a dict with the update operations necessary to make the
changes to this object to the database version. It is mainly used
internally for :func:`~mongoalchemy.session.Session.update` but
may be useful for diagnostic purposes as well.
:param with_required: Also include any field which is required. This \
is useful if the method is being called for the purposes of \
an upsert where all required fields must always be sent.
'''
update_expression = {}
for name, field in self.get_fields().iteritems():
if field.db_field == '_id':
continue
dirty_ops = field.dirty_ops(self)
if not dirty_ops and with_required and field.required:
dirty_ops = field.update_ops(self, force=True)
if not dirty_ops:
raise MissingValueException(name)
for op, values in dirty_ops.iteritems():
update_expression.setdefault(op, {})
for key, value in values.iteritems():
update_expression[op][key] = value
if self.config_extra_fields == 'ignore':
old_extrakeys = set(self.__extra_fields_orig.keys())
cur_extrakeys = set(self.__extra_fields.keys())
new_extrakeys = cur_extrakeys - old_extrakeys
rem_extrakeys = old_extrakeys - cur_extrakeys
same_extrakeys = cur_extrakeys & old_extrakeys
update_expression.setdefault('$unset', {})
for key in rem_extrakeys:
update_expression['$unset'][key] = True
update_expression.setdefault('$set', {})
for key in new_extrakeys:
update_expression['$set'][key] = self.__extra_fields[key]
for key in same_extrakeys:
if self.__extra_fields[key] != self.__extra_fields_orig[key]:
update_expression['$set'][key] = self.__extra_fields[key]
return update_expression
def get_extra_fields(self):
''' if :attr:`Document.config_extra_fields` is set to 'ignore', this method will return
a dictionary of the fields which couldn't be mapped to the document.
'''
return self.__extra_fields
@classmethod
def get_fields(cls):
''' Returns a dict mapping the names of the fields in a document
or subclass to the associated :class:`~mongoalchemy.fields.Field`
'''
return cls._fields
@classmethod
def class_name(cls):
''' Returns the name of the class. The name of the class is also the
default collection name.
.. seealso:: :func:`~Document.get_collection_name`
'''
return cls.__name__
@classmethod
def get_collection_name(cls):
''' Returns the collection name used by the class. If the ``config_collection_name``
attribute is set it is used, otherwise the name of the class is used.'''
if not hasattr(cls, 'config_collection_name'):
return cls.__name__
return cls.config_collection_name
@classmethod
def get_indexes(cls):
''' Returns all of the :class:`~mongoalchemy.document.Index` instances
for the current class.'''
ret = []
for name in dir(cls):
field = getattr(cls, name)
if isinstance(field, Index):
ret.append(field)
return ret
@classmethod
def __normalize(cls, fields):
if not fields:
return fields
ret = {}
for f in fields:
strf = str(f)
if '.' in strf:
first, _, second = strf.partition('.')
ret.setdefault(first, []).append(second)
else:
ret[strf] = None
return ret
def has_id(self):
try:
getattr(self, 'mongo_id')
except AttributeError:
return False
return True
def to_ref(self, db=None):
return DBRef(id=self.mongo_id,
collection=self.get_collection_name(),
database=db)
def wrap(self):
''' Returns a transformation of this document into a form suitable to
be saved into a mongo database. This is done by using the ``wrap()``
methods of the underlying fields to set values.'''
res = {}
for k, v in self.__extra_fields.iteritems():
res[k] = v
cls = self.__class__
for name in self.get_fields():
field = getattr(cls, name)
# if not isinstance(field, QueryField):
# continue
try:
value = getattr(self, name)
res[field.db_field] = field.wrap(value)
except AttributeError, e:
if field.required:
raise MissingValueException(name)
return res
@classmethod
def unwrap(cls, obj, fields=None, session=None):
''' Returns an instance of this document class based on the mongo object
``obj``. This is done by using the ``unwrap()`` methods of the
underlying fields to set values.
:param obj: a ``SON`` object returned from a mongo database
:param fields: A list of :class:`mongoalchemy.query.QueryField` objects \
for the fields to load. If ``None`` is passed all fields \
are loaded
'''
subclass = cls.get_subclass(obj)
if subclass and subclass != cls:
unwrapped = subclass.unwrap(obj, fields=fields, session=session)
unwrapped._session = session
return unwrapped
# Get reverse name mapping
name_reverse = {}
for name, field in cls.get_fields().iteritems():
name_reverse[field.db_field] = name
# Unwrap
params = {}
for k, v in obj.iteritems():
k = name_reverse.get(k, k)
if not hasattr(cls, k) and cls.config_extra_fields:
params[str(k)] = v
continue
field = getattr(cls, k)
field_is_doc = fields is not None and isinstance(field.get_type(), DocumentField)
extra_unwrap = {}
if field.has_autoload:
extra_unwrap['session'] = session
if field_is_doc:
normalized_fields = cls.__normalize(fields)
unwrapped = field.unwrap(v, fields=normalized_fields.get(k), **extra_unwrap)
else:
unwrapped = field.unwrap(v, **extra_unwrap)
unwrapped = field.localize(session, unwrapped)
params[str(k)] = unwrapped
if fields is not None:
params['retrieved_fields'] = fields
obj = cls(loading_from_db=True, **params)
obj._mark_clean()
obj._session = session
return obj
_session = None
def _get_session(self):
return self._session
def _set_session(self, session):
self._session = session
def _mark_clean(self):
# print 'CLEAR DIRTY'
for k, v in self._values.iteritems():
v.clear_dirty()
class DictDoc(object):
''' Adds a mapping interface to a document. Supports ``__getitem__`` and
``__contains__``. Both methods will only retrieve values assigned to
a field, not methods or other attributes.
'''
def __getitem__(self, name):
''' Gets the field ``name`` from the document '''
# fields = self.get_fields()
if name in self._values:
return getattr(self, name)
raise KeyError(name)
def __setitem__(self, name, value):
''' Sets the field ``name`` on the document '''
setattr(self, name, value)
def setdefault(self, name, value):
''' if the ``name`` is set, return its value. Otherwse set ``name`` to
``value`` and return ``value``'''
if name in self:
return self[name]
self[name] = value
return self[name]
def __contains__(self, name):
''' Return whether a field is present. Fails if ``name`` is not a
field or ``name`` is not set on the document or if ``name`` was
not a field retrieved from the database
'''
try:
self[name]
except FieldNotRetrieved:
return False
except AttributeError:
return False
except KeyError:
return False
return True
class BadIndexException(Exception):
pass
class Index(object):
''' This class is used in the class definition of a :class:`~Document` to
specify a single, possibly compound, index. ``pymongo``'s ``ensure_index``
will be called on each index before a database operation is executed
on the owner document class.
**Example**
>>> class Donor(Document):
... name = StringField()
... age = IntField(min_value=0)
... blood_type = StringField()
...
... i_name = Index().ascending('name')
... type_age = Index().ascending('blood_type').descending('age')
'''
ASCENDING = pymongo.ASCENDING
DESCENDING = pymongo.DESCENDING
def __init__(self):
self.components = []
self.__unique = False
self.__drop_dups = False
self.__min = None
self.__max = None
self.__bucket_size = None
def ascending(self, name):
''' Add a descending index for ``name`` to this index.
:param name: Name to be used in the index
'''
self.components.append((name, Index.ASCENDING))
return self
def descending(self, name):
''' Add a descending index for ``name`` to this index.
:param name: Name to be used in the index
'''
self.components.append((name, Index.DESCENDING))
return self
def geo2d(self, name, min=None, max=None):
""" Create a 2d index. See:
http://www.mongodb.org/display/DOCS/Geospatial+Indexing
:param name: Name of the indexed column
:param min: minimum value for the index
:param max: minimum value for the index
"""
self.components.append((name, GEO2D))
self.__min = min
self.__max = max
return self
def geo_haystack(self, name, bucket_size):
""" Create a Haystack index. See:
http://www.mongodb.org/display/DOCS/Geospatial+Haystack+Indexing
:param name: Name of the indexed column
:param bucket_size: Size of the haystack buckets (see mongo docs)
"""
self.components.append((name, 'geoHaystack'))
self.__bucket_size = bucket_size
return self
def unique(self, drop_dups=False):
''' Make this index unique, optionally dropping duplicate entries.
:param drop_dups: Drop duplicate objects while creating the unique \
index? Default to ``False``
'''
self.__unique = True
self.__drop_dups = drop_dups
return self
def ensure(self, collection):
''' Call the pymongo method ``ensure_index`` on the passed collection.
:param collection: the ``pymongo`` collection to ensure this index \
is on
'''
extras = {}
if self.__min is not None:
extras['min'] = self.__min
if self.__max is not None:
extras['max'] = self.__max
if self.__bucket_size is not None:
extras['bucket_size'] = self.__bucket_size
collection.ensure_index(self.components, unique=self.__unique,
drop_dups=self.__drop_dups, **extras)
return self
class Value(object):
def __init__(self, field, document, from_db=False, extra=False,
retrieved=True):
# Stuff
self.field = field
self.doc = document
self.value = None
# Flags
self.from_db = from_db
self.set = False
self.extra = extra
self.dirty = False
self.retrieved = retrieved
self.update_op = None
def clear_dirty(self):
self.dirty = False
self.update_op = None
def delete(self):
self.value = None
self.set = False
self.dirty = True
self.from_db = False
self.update_op = '$unset'