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.gitignore vendored
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@@ -17,3 +17,4 @@ tests/test_bugfix.py
htmlcov/ htmlcov/
venv venv
venv3 venv3
scratchpad

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@@ -43,12 +43,17 @@ the :attr:`host` to
``admin`` username and ``qwerty`` password. ``admin`` username and ``qwerty`` password.
Replica Sets Replica Sets
=========== ============
MongoEngine supports MongoEngine supports connecting to replica sets::
:class:`~pymongo.mongo_replica_set_client.MongoReplicaSetClient`. To use them,
please use an URI style connection and provide the ``replicaSet`` name from mongoengine import connect
in the connection kwargs.
# Regular connect
connect('dbname', replicaset='rs-name')
# MongoDB URI-style connect
connect(host='mongodb://localhost/dbname?replicaSet=rs-name')
Read preferences are supported through the connection or via individual Read preferences are supported through the connection or via individual
queries by passing the read_preference :: queries by passing the read_preference ::
@@ -59,76 +64,74 @@ queries by passing the read_preference ::
Multiple Databases Multiple Databases
================== ==================
Multiple database support was added in MongoEngine 0.6. To use multiple To use multiple databases you can use :func:`~mongoengine.connect` and provide
databases you can use :func:`~mongoengine.connect` and provide an `alias` name an `alias` name for the connection - if no `alias` is provided then "default"
for the connection - if no `alias` is provided then "default" is used. is used.
In the background this uses :func:`~mongoengine.register_connection` to In the background this uses :func:`~mongoengine.register_connection` to
store the data and you can register all aliases up front if required. store the data and you can register all aliases up front if required.
Individual documents can also support multiple databases by providing a Individual documents can also support multiple databases by providing a
`db_alias` in their meta data. This allows :class:`~pymongo.dbref.DBRef` objects `db_alias` in their meta data. This allows :class:`~pymongo.dbref.DBRef`
to point across databases and collections. Below is an example schema, using objects to point across databases and collections. Below is an example schema,
3 different databases to store data:: using 3 different databases to store data::
class User(Document): class User(Document):
name = StringField() name = StringField()
meta = {"db_alias": "user-db"} meta = {'db_alias': 'user-db'}
class Book(Document): class Book(Document):
name = StringField() name = StringField()
meta = {"db_alias": "book-db"} meta = {'db_alias': 'book-db'}
class AuthorBooks(Document): class AuthorBooks(Document):
author = ReferenceField(User) author = ReferenceField(User)
book = ReferenceField(Book) book = ReferenceField(Book)
meta = {"db_alias": "users-books-db"} meta = {'db_alias': 'users-books-db'}
Context Managers Context Managers
================ ================
Sometimes you may want to switch the database or collection to query against Sometimes you may want to switch the database or collection to query against.
for a class.
For example, archiving older data into a separate database for performance For example, archiving older data into a separate database for performance
reasons or writing functions that dynamically choose collections to write reasons or writing functions that dynamically choose collections to write
document to. a document to.
Switch Database Switch Database
--------------- ---------------
The :class:`~mongoengine.context_managers.switch_db` context manager allows The :class:`~mongoengine.context_managers.switch_db` context manager allows
you to change the database alias for a given class allowing quick and easy you to change the database alias for a given class allowing quick and easy
access the same User document across databases:: access to the same User document across databases::
from mongoengine.context_managers import switch_db from mongoengine.context_managers import switch_db
class User(Document): class User(Document):
name = StringField() name = StringField()
meta = {"db_alias": "user-db"} meta = {'db_alias': 'user-db'}
with switch_db(User, 'archive-user-db') as User: with switch_db(User, 'archive-user-db') as User:
User(name="Ross").save() # Saves the 'archive-user-db' User(name='Ross').save() # Saves the 'archive-user-db'
Switch Collection Switch Collection
----------------- -----------------
The :class:`~mongoengine.context_managers.switch_collection` context manager The :class:`~mongoengine.context_managers.switch_collection` context manager
allows you to change the collection for a given class allowing quick and easy allows you to change the collection for a given class allowing quick and easy
access the same Group document across collection:: access to the same Group document across collection::
from mongoengine.context_managers import switch_collection from mongoengine.context_managers import switch_collection
class Group(Document): class Group(Document):
name = StringField() name = StringField()
Group(name="test").save() # Saves in the default db Group(name='test').save() # Saves in the default db
with switch_collection(Group, 'group2000') as Group: with switch_collection(Group, 'group2000') as Group:
Group(name="hello Group 2000 collection!").save() # Saves in group2000 collection Group(name='hello Group 2000 collection!').save() # Saves in group2000 collection
.. note:: Make sure any aliases have been registered with .. note:: Make sure any aliases have been registered with

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@@ -2,13 +2,13 @@
Installing MongoEngine Installing MongoEngine
====================== ======================
To use MongoEngine, you will need to download `MongoDB <http://mongodb.org/>`_ To use MongoEngine, you will need to download `MongoDB <http://mongodb.com/>`_
and ensure it is running in an accessible location. You will also need and ensure it is running in an accessible location. You will also need
`PyMongo <http://api.mongodb.org/python>`_ to use MongoEngine, but if you `PyMongo <http://api.mongodb.org/python>`_ to use MongoEngine, but if you
install MongoEngine using setuptools, then the dependencies will be handled for install MongoEngine using setuptools, then the dependencies will be handled for
you. you.
MongoEngine is available on PyPI, so to use it you can use :program:`pip`: MongoEngine is available on PyPI, so you can use :program:`pip`:
.. code-block:: console .. code-block:: console

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@@ -3,11 +3,10 @@ Tutorial
======== ========
This tutorial introduces **MongoEngine** by means of example --- we will walk This tutorial introduces **MongoEngine** by means of example --- we will walk
through how to create a simple **Tumblelog** application. A Tumblelog is a type through how to create a simple **Tumblelog** application. A tumblelog is a
of blog where posts are not constrained to being conventional text-based posts. blog that supports mixed media content, including text, images, links, video,
As well as text-based entries, users may post images, links, videos, etc. For audio, etc. For simplicity's sake, we'll stick to text, image, and link
simplicity's sake, we'll stick to text, image and link entries in our entries. As the purpose of this tutorial is to introduce MongoEngine, we'll
application. As the purpose of this tutorial is to introduce MongoEngine, we'll
focus on the data-modelling side of the application, leaving out a user focus on the data-modelling side of the application, leaving out a user
interface. interface.
@@ -16,14 +15,14 @@ Getting started
Before we start, make sure that a copy of MongoDB is running in an accessible Before we start, make sure that a copy of MongoDB is running in an accessible
location --- running it locally will be easier, but if that is not an option location --- running it locally will be easier, but if that is not an option
then it may be run on a remote server. If you haven't installed mongoengine, then it may be run on a remote server. If you haven't installed MongoEngine,
simply use pip to install it like so:: simply use pip to install it like so::
$ pip install mongoengine $ pip install mongoengine
Before we can start using MongoEngine, we need to tell it how to connect to our Before we can start using MongoEngine, we need to tell it how to connect to our
instance of :program:`mongod`. For this we use the :func:`~mongoengine.connect` instance of :program:`mongod`. For this we use the :func:`~mongoengine.connect`
function. If running locally the only argument we need to provide is the name function. If running locally, the only argument we need to provide is the name
of the MongoDB database to use:: of the MongoDB database to use::
from mongoengine import * from mongoengine import *
@@ -39,8 +38,8 @@ Defining our documents
MongoDB is *schemaless*, which means that no schema is enforced by the database MongoDB is *schemaless*, which means that no schema is enforced by the database
--- we may add and remove fields however we want and MongoDB won't complain. --- we may add and remove fields however we want and MongoDB won't complain.
This makes life a lot easier in many regards, especially when there is a change This makes life a lot easier in many regards, especially when there is a change
to the data model. However, defining schemata for our documents can help to to the data model. However, defining schemas for our documents can help to iron
iron out bugs involving incorrect types or missing fields, and also allow us to out bugs involving incorrect types or missing fields, and also allow us to
define utility methods on our documents in the same way that traditional define utility methods on our documents in the same way that traditional
:abbr:`ORMs (Object-Relational Mappers)` do. :abbr:`ORMs (Object-Relational Mappers)` do.
@@ -96,7 +95,7 @@ using* the new fields we need to support video posts. This fits with the
Object-Oriented principle of *inheritance* nicely. We can think of Object-Oriented principle of *inheritance* nicely. We can think of
:class:`Post` as a base class, and :class:`TextPost`, :class:`ImagePost` and :class:`Post` as a base class, and :class:`TextPost`, :class:`ImagePost` and
:class:`LinkPost` as subclasses of :class:`Post`. In fact, MongoEngine supports :class:`LinkPost` as subclasses of :class:`Post`. In fact, MongoEngine supports
this kind of modelling out of the box --- all you need do is turn on inheritance this kind of modeling out of the box --- all you need do is turn on inheritance
by setting :attr:`allow_inheritance` to True in the :attr:`meta`:: by setting :attr:`allow_inheritance` to True in the :attr:`meta`::
class Post(Document): class Post(Document):
@@ -128,8 +127,8 @@ link table, we can just store a list of tags in each post. So, for both
efficiency and simplicity's sake, we'll store the tags as strings directly efficiency and simplicity's sake, we'll store the tags as strings directly
within the post, rather than storing references to tags in a separate within the post, rather than storing references to tags in a separate
collection. Especially as tags are generally very short (often even shorter collection. Especially as tags are generally very short (often even shorter
than a document's id), this denormalisation won't impact very strongly on the than a document's id), this denormalization won't impact the size of the
size of our database. So let's take a look that the code our modified database very strongly. Let's take a look at the code of our modified
:class:`Post` class:: :class:`Post` class::
class Post(Document): class Post(Document):
@@ -141,7 +140,7 @@ The :class:`~mongoengine.fields.ListField` object that is used to define a Post'
takes a field object as its first argument --- this means that you can have takes a field object as its first argument --- this means that you can have
lists of any type of field (including lists). lists of any type of field (including lists).
.. note:: We don't need to modify the specialised post types as they all .. note:: We don't need to modify the specialized post types as they all
inherit from :class:`Post`. inherit from :class:`Post`.
Comments Comments
@@ -149,7 +148,7 @@ Comments
A comment is typically associated with *one* post. In a relational database, to A comment is typically associated with *one* post. In a relational database, to
display a post with its comments, we would have to retrieve the post from the display a post with its comments, we would have to retrieve the post from the
database, then query the database again for the comments associated with the database and then query the database again for the comments associated with the
post. This works, but there is no real reason to be storing the comments post. This works, but there is no real reason to be storing the comments
separately from their associated posts, other than to work around the separately from their associated posts, other than to work around the
relational model. Using MongoDB we can store the comments as a list of relational model. Using MongoDB we can store the comments as a list of
@@ -219,8 +218,8 @@ Now that we've got our user in the database, let's add a couple of posts::
post2.tags = ['mongoengine'] post2.tags = ['mongoengine']
post2.save() post2.save()
.. note:: If you change a field on a object that has already been saved, then .. note:: If you change a field on an object that has already been saved and
call :meth:`save` again, the document will be updated. then call :meth:`save` again, the document will be updated.
Accessing our data Accessing our data
================== ==================
@@ -232,17 +231,17 @@ used to access the documents in the database collection associated with that
class. So let's see how we can get our posts' titles:: class. So let's see how we can get our posts' titles::
for post in Post.objects: for post in Post.objects:
print post.title print(post.title)
Retrieving type-specific information Retrieving type-specific information
------------------------------------ ------------------------------------
This will print the titles of our posts, one on each line. But What if we want This will print the titles of our posts, one on each line. But what if we want
to access the type-specific data (link_url, content, etc.)? One way is simply to access the type-specific data (link_url, content, etc.)? One way is simply
to use the :attr:`objects` attribute of a subclass of :class:`Post`:: to use the :attr:`objects` attribute of a subclass of :class:`Post`::
for post in TextPost.objects: for post in TextPost.objects:
print post.content print(post.content)
Using TextPost's :attr:`objects` attribute only returns documents that were Using TextPost's :attr:`objects` attribute only returns documents that were
created using :class:`TextPost`. Actually, there is a more general rule here: created using :class:`TextPost`. Actually, there is a more general rule here:
@@ -259,16 +258,14 @@ instances of :class:`Post` --- they were instances of the subclass of
practice:: practice::
for post in Post.objects: for post in Post.objects:
print post.title print(post.title)
print '=' * len(post.title) print('=' * len(post.title))
if isinstance(post, TextPost): if isinstance(post, TextPost):
print post.content print(post.content)
if isinstance(post, LinkPost): if isinstance(post, LinkPost):
print 'Link:', post.link_url print('Link: {}'.format(post.link_url))
print
This would print the title of each post, followed by the content if it was a This would print the title of each post, followed by the content if it was a
text post, and "Link: <url>" if it was a link post. text post, and "Link: <url>" if it was a link post.
@@ -283,7 +280,7 @@ your query. Let's adjust our query so that only posts with the tag "mongodb"
are returned:: are returned::
for post in Post.objects(tags='mongodb'): for post in Post.objects(tags='mongodb'):
print post.title print(post.title)
There are also methods available on :class:`~mongoengine.queryset.QuerySet` There are also methods available on :class:`~mongoengine.queryset.QuerySet`
objects that allow different results to be returned, for example, calling objects that allow different results to be returned, for example, calling
@@ -292,11 +289,11 @@ the first matched by the query you provide. Aggregation functions may also be
used on :class:`~mongoengine.queryset.QuerySet` objects:: used on :class:`~mongoengine.queryset.QuerySet` objects::
num_posts = Post.objects(tags='mongodb').count() num_posts = Post.objects(tags='mongodb').count()
print 'Found %d posts with tag "mongodb"' % num_posts print('Found {} posts with tag "mongodb"'.format(num_posts))
Learning more about mongoengine Learning more about MongoEngine
------------------------------- -------------------------------
If you got this far you've made a great start, so well done! The next step on If you got this far you've made a great start, so well done! The next step on
your mongoengine journey is the `full user guide <guide/index.html>`_, where you your MongoEngine journey is the `full user guide <guide/index.html>`_, where
can learn indepth about how to use mongoengine and mongodb. you can learn in-depth about how to use MongoEngine and MongoDB.

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@@ -286,7 +286,7 @@ class BaseQuerySet(object):
.. versionadded:: 0.4 .. versionadded:: 0.4
""" """
return self._document(**kwargs).save() return self._document(**kwargs).save(force_insert=True)
def first(self): def first(self):
"""Retrieve the first object matching the query.""" """Retrieve the first object matching the query."""

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@@ -412,7 +412,6 @@ class IndexesTest(unittest.TestCase):
User.ensure_indexes() User.ensure_indexes()
info = User.objects._collection.index_information() info = User.objects._collection.index_information()
self.assertEqual(sorted(info.keys()), ['_cls_1_user_guid_1', '_id_']) self.assertEqual(sorted(info.keys()), ['_cls_1_user_guid_1', '_id_'])
User.drop_collection()
def test_embedded_document_index(self): def test_embedded_document_index(self):
"""Tests settings an index on an embedded document """Tests settings an index on an embedded document
@@ -434,7 +433,6 @@ class IndexesTest(unittest.TestCase):
info = BlogPost.objects._collection.index_information() info = BlogPost.objects._collection.index_information()
self.assertEqual(sorted(info.keys()), ['_id_', 'date.yr_-1']) self.assertEqual(sorted(info.keys()), ['_id_', 'date.yr_-1'])
BlogPost.drop_collection()
def test_list_embedded_document_index(self): def test_list_embedded_document_index(self):
"""Ensure list embedded documents can be indexed """Ensure list embedded documents can be indexed
@@ -461,7 +459,6 @@ class IndexesTest(unittest.TestCase):
post1 = BlogPost(title="Embedded Indexes tests in place", post1 = BlogPost(title="Embedded Indexes tests in place",
tags=[Tag(name="about"), Tag(name="time")]) tags=[Tag(name="about"), Tag(name="time")])
post1.save() post1.save()
BlogPost.drop_collection()
def test_recursive_embedded_objects_dont_break_indexes(self): def test_recursive_embedded_objects_dont_break_indexes(self):
@@ -622,8 +619,6 @@ class IndexesTest(unittest.TestCase):
post3 = BlogPost(title='test3', date=Date(year=2010), slug='test') post3 = BlogPost(title='test3', date=Date(year=2010), slug='test')
self.assertRaises(OperationError, post3.save) self.assertRaises(OperationError, post3.save)
BlogPost.drop_collection()
def test_unique_embedded_document(self): def test_unique_embedded_document(self):
"""Ensure that uniqueness constraints are applied to fields on embedded documents. """Ensure that uniqueness constraints are applied to fields on embedded documents.
""" """
@@ -651,8 +646,6 @@ class IndexesTest(unittest.TestCase):
sub=SubDocument(year=2010, slug='test')) sub=SubDocument(year=2010, slug='test'))
self.assertRaises(NotUniqueError, post3.save) self.assertRaises(NotUniqueError, post3.save)
BlogPost.drop_collection()
def test_unique_embedded_document_in_list(self): def test_unique_embedded_document_in_list(self):
""" """
Ensure that the uniqueness constraints are applied to fields in Ensure that the uniqueness constraints are applied to fields in
@@ -683,8 +676,6 @@ class IndexesTest(unittest.TestCase):
self.assertRaises(NotUniqueError, post2.save) self.assertRaises(NotUniqueError, post2.save)
BlogPost.drop_collection()
def test_unique_with_embedded_document_and_embedded_unique(self): def test_unique_with_embedded_document_and_embedded_unique(self):
"""Ensure that uniqueness constraints are applied to fields on """Ensure that uniqueness constraints are applied to fields on
embedded documents. And work with unique_with as well. embedded documents. And work with unique_with as well.
@@ -718,8 +709,6 @@ class IndexesTest(unittest.TestCase):
sub=SubDocument(year=2009, slug='test-1')) sub=SubDocument(year=2009, slug='test-1'))
self.assertRaises(NotUniqueError, post3.save) self.assertRaises(NotUniqueError, post3.save)
BlogPost.drop_collection()
def test_ttl_indexes(self): def test_ttl_indexes(self):
class Log(Document): class Log(Document):
@@ -759,13 +748,11 @@ class IndexesTest(unittest.TestCase):
raise AssertionError("We saved a dupe!") raise AssertionError("We saved a dupe!")
except NotUniqueError: except NotUniqueError:
pass pass
Customer.drop_collection()
def test_unique_and_primary(self): def test_unique_and_primary(self):
"""If you set a field as primary, then unexpected behaviour can occur. """If you set a field as primary, then unexpected behaviour can occur.
You won't create a duplicate but you will update an existing document. You won't create a duplicate but you will update an existing document.
""" """
class User(Document): class User(Document):
name = StringField(primary_key=True, unique=True) name = StringField(primary_key=True, unique=True)
password = StringField() password = StringField()
@@ -781,8 +768,23 @@ class IndexesTest(unittest.TestCase):
self.assertEqual(User.objects.count(), 1) self.assertEqual(User.objects.count(), 1)
self.assertEqual(User.objects.get().password, 'secret2') self.assertEqual(User.objects.get().password, 'secret2')
def test_unique_and_primary_create(self):
"""Create a new record with a duplicate primary key
throws an exception
"""
class User(Document):
name = StringField(primary_key=True)
password = StringField()
User.drop_collection() User.drop_collection()
User.objects.create(name='huangz', password='secret')
with self.assertRaises(NotUniqueError):
User.objects.create(name='huangz', password='secret2')
self.assertEqual(User.objects.count(), 1)
self.assertEqual(User.objects.get().password, 'secret')
def test_index_with_pk(self): def test_index_with_pk(self):
"""Ensure you can use `pk` as part of a query""" """Ensure you can use `pk` as part of a query"""

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@@ -198,19 +198,6 @@ class ConnectionTest(unittest.TestCase):
self.assertTrue(isinstance(db, pymongo.database.Database)) self.assertTrue(isinstance(db, pymongo.database.Database))
self.assertEqual(db.name, 'test') self.assertEqual(db.name, 'test')
def test_connect_uri_with_replicaset(self):
"""Ensure connect() works when specifying a replicaSet."""
if IS_PYMONGO_3:
c = connect(host='mongodb://localhost/test?replicaSet=local-rs')
db = get_db()
self.assertTrue(isinstance(db, pymongo.database.Database))
self.assertEqual(db.name, 'test')
else:
# PyMongo < v3.x raises an exception:
# "localhost:27017 is not a member of replica set local-rs"
with self.assertRaises(MongoEngineConnectionError):
c = connect(host='mongodb://localhost/test?replicaSet=local-rs')
def test_uri_without_credentials_doesnt_override_conn_settings(self): def test_uri_without_credentials_doesnt_override_conn_settings(self):
"""Ensure connect() uses the username & password params if the URI """Ensure connect() uses the username & password params if the URI
doesn't explicitly specify them. doesn't explicitly specify them.
@@ -332,6 +319,38 @@ class ConnectionTest(unittest.TestCase):
self.assertEqual(dict(conn1.write_concern), {'w': 1, 'j': True}) self.assertEqual(dict(conn1.write_concern), {'w': 1, 'j': True})
self.assertEqual(dict(conn2.write_concern), {'w': 1, 'j': True}) self.assertEqual(dict(conn2.write_concern), {'w': 1, 'j': True})
def test_connect_with_replicaset_via_uri(self):
"""Ensure connect() works when specifying a replicaSet via the
MongoDB URI.
"""
if IS_PYMONGO_3:
c = connect(host='mongodb://localhost/test?replicaSet=local-rs')
db = get_db()
self.assertTrue(isinstance(db, pymongo.database.Database))
self.assertEqual(db.name, 'test')
else:
# PyMongo < v3.x raises an exception:
# "localhost:27017 is not a member of replica set local-rs"
with self.assertRaises(MongoEngineConnectionError):
c = connect(host='mongodb://localhost/test?replicaSet=local-rs')
def test_connect_with_replicaset_via_kwargs(self):
"""Ensure connect() works when specifying a replicaSet via the
connection kwargs
"""
if IS_PYMONGO_3:
c = connect(replicaset='local-rs')
self.assertEqual(c._MongoClient__options.replica_set_name,
'local-rs')
db = get_db()
self.assertTrue(isinstance(db, pymongo.database.Database))
self.assertEqual(db.name, 'test')
else:
# PyMongo < v3.x raises an exception:
# "localhost:27017 is not a member of replica set local-rs"
with self.assertRaises(MongoEngineConnectionError):
c = connect(replicaset='local-rs')
def test_datetime(self): def test_datetime(self):
connect('mongoenginetest', tz_aware=True) connect('mongoenginetest', tz_aware=True)
d = datetime.datetime(2010, 5, 5, tzinfo=utc) d = datetime.datetime(2010, 5, 5, tzinfo=utc)